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=1384 1437 1448 1436 1439 1443 1437 1430 1446 1441 1441 1442 1441 1448 1445 1448 1448 1455 1443 1445 1437 1434 1451 1450 1436 1438 1459 1450 1446 1448 1451 1447 1438 1434 1444 1441 1442 1448 1436 1454 1444 1443 1437 1447 1443 1448 1444 1448 1449 1444 1449 1448 1453 1447 1447 1450 1449 1450 1444 1449 1449 1440 1460 1447 1440 1448 1451 1443 1444 1452 1451 1457 1454 1444 1463 1446 1448 1450 1458 1446 1445 1444 1449 1441 1446 1445 1438 1442 1437 1457 1445 1440 1464 1448 1446 1457 1460 1454 1446 1443 1455 1450 1442 1460 1447 1453 1444 1440 1452 1446 1453 1445 1457 1462 1456 1461 1453 1450 1456 1444 1449 1469 1444 1445 1453 1459 1451 1456 1448 1452 1446 1454 1452 1450 1454 1460 1460 1443 1458 1453 1451 1450 1447 1455 1465 1447 1451 1449 1448 1460 1452 1440 1450 1448 1461 1445 1447 1450 1450 1449 1458 1457 1457 1455 1463 1459 1451 1459 1460 1461 1461 1455 1456 1455 1460 1454 1456 1442 1456 1455 1454 1457 1455 1461 1457 1459 1456 1465 1461 1456 1451 1458 1442 1445 1457 1441 1453 1455 1452 1463 1458 1449 1443 1452 1458 1448 1449 1448 1471 1446 1443 1461 1463 1458 1458 1457 1456 1459 1456 1464 1452 1462 1465 1457 1471 1456 1461 1449 1465 1455 1450 1455 1460 1461 1461 1457 1455 1465 1459 1451 1450 1451 1452 1459 1466 1464 1459 1456 1447 1457 1464 1451 1456 1452 1456 1456 1472 1461 1463 1461 1466 1462 1464 1458 1462 1458 1452 1453 1449 1453 1459 1454 1459 1447 1448 1450 1466 1444 1464 1456 1458 1471 1464 1452 1460 1471 1462 1467 1456 1452 1449 1447 1462 1470 1452 1464 1452 1455 1458 1459 1459 1444 1463 1449 1459 1449 1465 1446 1462 1460 1461 1453 1456 1466 1462 1461 1453 1461 1464 1458 1456 1455 1456 1458 1453 1475 1453 1458 1451 1456 1450 1443 1449 1455 1450 1453 1466 1451 1456 1452 1472 1453 1456 1462 1448 1460 1450 1459 1463 1457 1460 1469 1453 1467 1453 1456 1463 1455 1458 1459 1453 1445 1465 1456 1456 1454 1459 1460 1444 1466 1458 1450 1466 1455 1463 1455 1462 1451 1448 1457 1460 1458 1463 1465 1452 1462 1458 1450 1457 1466 1451 1454 1461 1453 1459 1465 1458 1466 1449 1456 1465 1471 1460 1456 1466 1456 1458 1444 1454 1448 1444 1456 1453 1455 1455 1453 1452 1458 1474 1462 1454 1456 1468 1464 1465 1455 1467 1461 1455 1467 1452 1460 1453 1451 1466 1447 1454 1469 1454 1451 1468 1467 1464 1465 1454 1451 1456 1462 1454 1460 1466 1458 1460 1464 1452 1464 1458 1474 1459 1467 1463 1453 1463 1467 1452 1459 1465 1468 1458 1459 1464 1454 1459 1466 1452 1453 1469 1459 1458 1451 1459 1454 1469 1462 1460 1453 1469 1458 1462 1462 1466 1464 1465 1453 1461 1471 1458 1446 1465 1456 1463 1467 1458 1468 1457 1448 1460 1459 1453 1471 1457 1469 1469 1462 1464 1458 1453 1457 1456 1457 1470 1464 1461 1458 1444 1455 1445 1453 1461 1455 1463 1460 1454 1452 1458 1462 1463 1469 1459 1469 1461 1453 1452 1454 1472 1457 1461 1466 1470 1460 1450 1462 1459 1467 1452 1455 1444 1458 1464 1457 1466 1464 1461 1461 1471 1466 1461 1452 1458 1463 1451 1467 1458 1470 1447 1464 1457 1456 1469 1462 1454 1453 1454 1464 1465 1464 1468 1470 1459 1472 1453 1466 1459 1456 1464 1470 1460 1463 1465 1454 1461 1464 1461 1460 1461 1452 1466 1462 1460 1460 1453 1460 1460 1467 1454 1451 1467 1463 1444 1460 1446 1457 1461 1459 1464 1460 1459 1451 1464 1457 1458 1462 1467 1462 1472 1460 1458 1458 1467 1461 1460 1458 1455 1464 1479 1453 1461 1448 1470 1453 1458 1450 1452 1461 1453 1471 1463 1465 1460 1459 1465 1479 1459 1467 1463 1459 1462 1464 1466 1462 1475 1457 1468 1472 1463 1456 1458 1462 1461 1460 1465 1463 1459 1464 1467 1459 1470 1470 1461 1459 1465 1468 1462 1448 1459 1465 1459 1463 1470 1469 1469 1456 1465 1472 1461 1462 1465 1467 1469 1458 1461 1460 1454 1453 1472 1462 1466 1470 1464 1469 1456 1464 1458 1455 1469 1463 1468 1468 1457 1471 1469 1484 1466 1470 1475 1467 1463 1476 1465 1473 1460 1467 1470 1452 1463 1466 1459 1469 1471 1461 1471 1462 1468 1470 1467 1462 1459 1464 1465 1476 1464 1459 1464 1470 1464 1461 1469 1476 1467 1462 1466 1466 1466 1469 1468 1466 1477 1468 1459 1455 1472 1469 1460 1465 1454 1462 1461 1466 1461 1460 1454 1473 1455 1466 1468 1464 1466 1474 1467 1471 1463 1469 1468 1475 1462 1451 1464 1465 1461 1458 1460 1462 1468 1461 1465 1463 1470 1467 1460 1463 1461 1467 1454 1473 1467 1476 1455 1469 1476 1466 1474 1457 1466 1454 1460 1462 1464 1475 1470 1475 1466 1468 1463 1467 1453 1463 1477 1466 1474 1476 1464 1469 1462 1463 1465 1465 1469 1485 1459 1486 1468 1457 1469 1461 1465 1477 1459 1463 1475 1466 1470 1465 1464 1470 1469 1471 1459 1468 1465 1475 1466 1468 1478 1479 1467

Tree=0
num_leaves=12
num_cat=0
split_feature=15 2 75 117 2 42 126 7 116 98 133
split_gain=84.4742 39.628 23.73 14.6884 11.8457 11.0422 9.92729 9.2349 7.73791 5.8557 5.18009
threshold=0.0098710241727530974 0.00099512818269431613 0.0062037324532866487 0.034632634371519096 0.060991313308477409 0.0051502294372767219 0.0056525857653468856 0.0013986918493174019 0.0049928687512874612 0.034632634371519096 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 7 9 -1 -3 -7 -2 -5
right_child=1 4 -4 10 -6 8 -8 -9 -10 -11 -12
leaf_value=0.24610788958875912 0.246414574081364 0.26744177787634166 0.23910101191893188 0.26201802869918323 0.28030106482410055 0.25933869094424544 0.26449581450077642 0.25399976232191657 0.25205215768061701 0.26390790347592724 0.251081912706691
leaf_weight=3318.091242313385 790.49194777011871 720.79039537906647 1370.1192952394485 320.70189356803894 192.68076252937317 1139.7191305160522 109.17604243755341 247.06215453147888 972.23321998119354 75.462987422943115 303.47099649906158
leaf_count=1865 439 223 931 121 44 418 32 99 429 31 148
internal_value=0.250855 0.25731 0.245927 0.248235 0.266715 0.253645 0.246694 0.26401 0.255984 0.247939 0.256701
internal_weight=0 4138.44 5421.56 4051.44 1160.53 2977.91 3427.27 967.853 2111.95 865.955 624.173
internal_count=4780 1683 3097 2166 366 1317 1897 322 847 470 269
is_linear=0
shrinkage=1


Tree=1
num_leaves=12
num_cat=0
split_feature=15 42 75 117 2 121 54 75 25 20 34
split_gain=74.6414 42.4657 20.9679 12.9786 10.6781 8.07152 7.03775 6.19958 6.03386 4.78438 6.68023
threshold=0.0098710241727530974 0.032603342086076743 0.0062037324532866487 0.034632634371519096 0.00099512818269431613 0.0035485138650983576 0.10522961243987085 0.0062037324532866487 0.00077738583786413084 0.0019071503775194289 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 7 -3 -2 -6 10 -7
right_child=1 6 -4 -5 8 9 -8 -9 -10 -11 -12
leaf_value=-0.004933633906121314 0.0013949668597158114 0.012677705789986188 -0.011048401869320776 0.0054955140859371133 0.016919897261156794 0.014789422626734347 0.022787471375185331 -0.0080997371325436385 -0.00048146355619728496 -0.00097664746406412087 0.0038812438142260806
leaf_weight=3135.144181728363 1623.4922776222229 802.19959831237793 1370.1192952394485 624.17289006710052 126.60628581047058 358.94146358966827 358.74211728572845 292.11824774742126 165.5168172121048 240.37205517292023 462.57483839988708
leaf_count=1773 757 246 931 269 38 123 90 172 86 114 181
internal_value=0 0.00606814 -0.004632 -0.00246209 -0.00391133 0.00227298 0.0158017 -5.29142e-05 0.00706029 0.0064688 0.00864731
internal_weight=0 4138.44 5421.56 4051.44 3427.27 2977.5 1160.94 1915.61 292.123 1061.89 821.516
internal_count=4780 1683 3097 2166 1897 1347 336 929 124 418 304
is_linear=0
shrinkage=0.06


Tree=2
num_leaves=12
num_cat=0
split_feature=15 54 117 98 68 114 75 68 25 107 71
split_gain=65.9531 32.9658 15.8758 13.2971 12.9135 10.3431 9.11115 5.83926 5.40734 5.27988 4.9232
threshold=0.0098710241727530974 0.024810968898236755 0.034632634371519096 0.0032328735105693345 0.013032016810029747 0.0005893622583243997 0.00017767510871635753 0.0051502294372767219 0.0038949446752667431 0.0019071503775194289 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 -3 -5 -8 -4 -7
right_child=1 6 9 7 -6 10 8 -9 -10 -11 -12
leaf_value=-0.0026747567103380656 -0.0022487900796449222 0.019005344330870231 -0.0019483947591117645 -0.0010311985859527105 0.0067618505029731274 -0.010917669756347019 0.011290277443196954 0.0078680839281377243 -0.0033952435836995341 0.0088230138285730429 -0.0058329983773931591
leaf_weight=1693.5390212535858 1325.1506903171539 618.37251949310303 283.33748650550842 339.41084778308868 286.98883855342865 1521.8523658514023 528.92158389091492 1217.7492501735687 108.83570647239685 388.39541709423065 1247.4463407993317
leaf_count=900 661 171 150 176 120 1029 167 451 57 151 747
internal_value=0 0.00570406 -0.00435408 0.00216887 -0.00557508 -0.00636842 0.0138159 0.00592833 0.00878414 0.00427962 -0.00862725
internal_weight=0 4138.44 5421.56 2882.31 4749.83 4462.84 1256.13 1557.16 637.757 671.733 2769.3
internal_count=4780 1683 3097 1288 2796 2676 395 627 224 301 1776
is_linear=0
shrinkage=0.06


Tree=3
num_leaves=12
num_cat=0
split_feature=68 7 73 76 42 47 116 2 53 98 98
split_gain=83.1619 16.0139 15.8381 10.06 9.18871 8.64615 7.52849 6.35201 6.11075 5.19784 4.80148
threshold=0.013032016810029747 0.0012357163941487672 0.0017376682371832433 0.00244467705488205 0.0051502294372767219 0.0056525857653468856 0.0022975050378590827 0.010180860292166473 0.00244467705488205 0.0032328735105693345 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 -4 8 -5 -1 -7 -2
right_child=1 -3 5 7 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0037972458357235627 0.006326213134889922 0.00038384561077450498 -0.0087870400473819294 0.011529787389630253 0.0041858267530740711 -0.0060036537096996214 -0.0061614889347916353 0.022388295661791159 0.0033863421578244402 0.0024186466383456467 0.015366229107258505
leaf_weight=796.97784554958344 915.08534944057465 560.12586331367493 2071.9041912555695 371.91325914859772 991.49156701564789 573.36021709442139 1193.6046310663223 405.29083347320557 916.56340658664703 488.58164143562317 275.10126280784607
leaf_count=439 339 257 1359 123 396 333 700 101 421 224 88
internal_value=0 0.00933452 -0.00335488 0.0118828 -0.000801996 -0.00653078 -0.00250311 0.0171922 4.52143e-05 -0.00212869 0.00841573
internal_weight=0 2527.52 7032.48 1967.39 3898.64 3133.85 2907.15 777.204 1713.54 1061.94 1190.19
internal_count=4780 908 3872 651 1956 1916 1560 224 860 557 427
is_linear=0
shrinkage=0.06


Tree=4
num_leaves=12
num_cat=0
split_feature=42 98 117 54 107 29 78 116 88 20 54
split_gain=76.1017 21.9838 11.923 10.923 8.3136 6.66164 5.5043 4.86449 4.82364 4.65304 4.52247
threshold=0.014293605927377941 0.0084566329605877417 0.034632634371519096 0.10522961243987085 0.0045489775948226461 0.013439828064292671 0.0019071503775194289 0.0072436286136507997 0.0041444667149335155 0.0011615398107096555 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 8 6 10 -1 -6 9 -2 -4
right_child=3 2 5 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.0019877709690430067 0.011685235839873753 -0.00027936301611688639 -0.0066722155515156426 0.018797192726643965 0.00097247218505569803 0.017543672809948865 -0.0076845873014861083 -0.0066000557951274626 -0.00030447238433865082 0.0051100837285251678 0.0097580391862495015
leaf_weight=767.1203441619873 932.65658247470856 1596.1921979188919 95.863910913467407 393.60260403156281 1055.0572681427002 240.17270886898041 2992.0363168716431 429.80015826225281 232.06290900707245 662.82086324691772 162.61420428752899
leaf_count=393 287 809 57 102 491 81 1899 254 105 241 61
internal_value=0 -0.00294506 0.00225065 0.00973073 -0.0050206 0.0103493 -0.00652205 -0.00121944 0.00777806 0.00895367 0.00366442
internal_weight=0 7338.86 2094.84 2221.14 5244.01 498.651 3759.16 1484.86 1827.54 1595.48 258.478
internal_count=4780 4045 1008 735 3037 199 2292 745 633 528 118
is_linear=0
shrinkage=0.06


Tree=5
num_leaves=12
num_cat=0
split_feature=42 117 75 126 116 83 10 124 72 136 40
split_gain=67.2435 20.9224 13.7883 9.59757 6.56195 8.25797 5.57313 5.23872 4.57479 4.4348 4.02068
threshold=0.014293605927377941 0.034632634371519096 0.0054799309000372895 0.0056525857653468856 0.0016846025246195497 0.0054799309000372895 0.0035485138650983576 0.0026012937305495147 0.0033348383149132137 0.00057154725072905432 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 -3 -1 -2 -5 -7 -8
right_child=3 4 -4 8 -6 9 10 -9 -10 -11 -12
leaf_value=-0.0043396997968010173 0.0085591384750392987 -0.0022511260163388743 -0.0085706212770681259 0.018254347960204517 0.00030635560472433497 0.0082259003842299547 0.0011908451003558942 0.00041335518245209951 0.0062867995088022825 0.021433858227868592 -0.0048897543242968303
leaf_weight=2368.2280391454697 1217.7541054487228 139.77742767333984 1742.6305932998657 481.5657719373703 469.59556317329407 181.32801377773285 1748.0711134672165 370.76097214221954 151.06210923194885 184.77516424655914 504.4511946439743
leaf_count=1365 403 71 1153 120 237 68 801 160 52 53 297
internal_value=0 -0.00276835 -0.00402267 0.00914689 0.00541401 0.0101553 -0.0023075 0.0066579 0.0153967 0.0148921 -0.000170902
internal_weight=0 7338.86 6363.38 2221.14 975.476 505.881 4620.75 1588.52 632.628 366.103 2252.52
internal_count=4780 4045 3616 735 429 192 2463 563 172 121 1098
is_linear=0
shrinkage=0.06


Tree=6
num_leaves=12
num_cat=0
split_feature=42 53 50 71 42 30 145 39 2 133 40
split_gain=59.4164 14.649 10.6323 9.06468 8.78959 4.70291 4.41972 3.74397 3.67696 3.63448 3.57194
threshold=0.014293605927377941 0.0081988852471113222 0.028884131461381916 0.017724351026117805 0.032603342086076743 0.00057154725072905432 0.060120910406112678 0.0048403022810816774 0.00040826165059115743 0.002945306478068233 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 10 -1 8 -3 -6 -9 -2
right_child=4 2 -4 -5 6 -7 -8 9 -10 -11 -12
leaf_value=-0.0032337023418746546 0.0070735667660851683 0.00081261661595698924 0.0087986579933827681 -0.0010378279023894358 0.0054431130867774336 -0.0080031731866322137 0.019090418748723591 0.0032237469027631862 0.013061359433131952 -0.0088305456811786035 -0.00043163969272611209
leaf_weight=1158.8851339817047 647.55420422554016 1252.191623210907 537.22587478160858 1856.0170911550522 367.38674414157867 2080.2814046144485 252.13320708274841 123.76688480377197 601.48195838928223 330.48909687995911 352.58684492111206
leaf_count=630 219 589 224 971 122 1363 60 56 173 212 161
internal_value=0 -0.00260225 0.00143738 -0.00438111 0.00859808 -0.00629679 0.0120141 -0.000880106 0.0101726 -0.00554623 0.0044277
internal_weight=0 7338.86 2243.67 5095.18 2221.14 3239.17 1221 1706.45 968.869 454.256 1000.14
internal_count=4780 4045 1081 2964 735 1993 355 857 295 268 380
is_linear=0
shrinkage=0.06


Tree=7
num_leaves=12
num_cat=0
split_feature=54 75 68 50 75 121 29 117 126 2 7
split_gain=49.7195 20.147 15.4798 8.49846 6.79153 5.48812 4.97085 5.3268 4.34795 3.88226 3.57374
threshold=0.024810968898236755 0.0062037324532866487 0.0058306583669036635 0.028884131461381916 0.00017767510871635753 0.016164712607860569 0.010180860292166473 0.066585760563611998 0.0026012937305495147 0.00099512818269431613 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 9 -3 -1 10 -6 -2 -8
right_child=4 5 3 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-0.0040452218101936516 0.0078625779176851752 -0.0082644042567981378 0.001643098106141968 0.010362892369975537 0.0022903448849515349 0.010497559593194643 -0.0020002171802593347 0.0096486256520381623 0.011437463459328771 0.017430534084066255 0.014299867749559464
leaf_weight=2726.8923786878586 223.41828215122223 1651.900946855545 1945.4145253896713 507.30030620098114 433.99604785442352 58.100811243057251 955.53714990615845 195.51530826091766 328.8116934299469 482.10545420646667 51.007164001464844
leaf_count=1556 73 1100 836 183 184 20 512 74 97 128 17
internal_value=0 -0.00184323 -0.000293452 0.00344663 0.0101576 -0.00762693 -0.00262826 0.000586134 0.00623325 0.0144006 -0.0011742
internal_weight=0 8091.67 6381.67 2452.71 1468.33 1710 3928.95 1202.06 762.808 705.524 1006.54
internal_count=4780 4298 3178 1019 482 1120 2159 603 281 201 529
is_linear=0
shrinkage=0.06


Tree=8
num_leaves=12
num_cat=0
split_feature=126 98 42 42 54 117 75 124 41 53 10
split_gain=35.9273 18.2091 10.2427 8.76409 6.87168 7.71798 6.06859 5.02842 3.75428 3.53428 3.44418
threshold=0.0022272822679951791 0.0084566329605877417 0.011519505176693203 0.032603342086076743 0.0017376682371832433 0.034632634371519096 0.0054799309000372895 0.0015349716995842757 0.00040826165059115743 0.015675474889576439 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 9 7 10 -6 -2 -3 -1
right_child=3 4 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0048880477840332909 0.0056396326932175306 -0.0028459114734919397 0.0026582407346049529 0.012856442087673009 0.0057269600111216658 0.012782248374099565 -0.0075952540492116982 -0.0025261148046065609 -0.0060671391652763543 0.0093253891101682217 -0.00099475497065312042
leaf_weight=1721.2961502075195 574.92576253414154 765.36030769348145 845.83599102497101 796.05403649806976 754.76600861549377 368.60224306583405 1548.4037064313889 410.21118581295013 119.036168217659 96.743929147720337 1558.7645789384842
leaf_count=1005 218 427 328 221 300 128 1032 216 70 40 795
internal_value=0 -0.0015805 -0.0034324 0.00856003 0.00280582 0.00521515 -0.00449934 0.00282089 0.00363156 -0.00148007 -0.00303786
internal_weight=0 8069.98 5674.3 1490.02 2395.68 1533.58 4828.46 1164.98 693.962 862.104 3280.06
internal_count=4780 4271 3160 509 1111 644 2832 516 288 467 1800
is_linear=0
shrinkage=0.06


Tree=9
num_leaves=12
num_cat=0
split_feature=42 117 2 12 145 147 107 116 104 71 2
split_gain=42.3419 15.1813 9.88313 8.44248 4.9666 4.8702 4.72528 5.92227 4.58882 3.81832 3.78375
threshold=0.014293605927377941 0.034632634371519096 0.028458753600716594 0.0016846025246195497 0.0023699469165876512 0.0053125319536775359 0.0014427106943912806 0.0016846025246195497 0.0025217677466571335 0.15819545835256579 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 -3 -8 9 -5 -6
right_child=2 6 -4 8 10 -7 7 -9 -10 -11 -12
leaf_value=-0.0030471585495293746 0.0071674008081349218 -0.0021993449497743219 0.017756470237916575 -0.0086401138959591381 0.00036438050305479777 -0.00056797235092273784 0.012626513382428782 0.0017259285370805643 -0.0033123314670260614 0.0062904045985083057 0.0094878470246609389
leaf_weight=2013.4192532300949 1579.5349700450897 257.53002977371216 281.85942935943604 1393.2234853506088 1119.4397755861282 359.74855935573578 365.427361369133 352.51877772808075 1581.1151746511459 64.518641829490662 191.66460990905762
leaf_count=1129 508 140 68 949 526 159 123 166 916 25 71
internal_value=0 -0.00219675 0.00725827 -0.00326521 -0.00117575 0.00573244 0.00477315 0.00727422 -0.00555108 -0.0079793 0.0016981
internal_weight=0 7338.86 2221.14 6363.38 3324.52 1939.28 975.476 717.946 3038.86 1457.74 1311.1
internal_count=4780 4045 735 3616 1726 667 429 289 1890 974 597
is_linear=0
shrinkage=0.06


Tree=10
num_leaves=12
num_cat=0
split_feature=42 68 117 145 121 114 76 124 2 99 116
split_gain=37.4133 11.4496 6.8489 6.60203 6.57235 5.79683 5.31969 5.23621 3.81739 3.63835 3.39448
threshold=0.014293605927377941 0.0058306583669036635 0.034632634371519096 0.010500331409275534 0.0035485138650983576 0.000490355829242617 0.00040826165059115743 0.0026012937305495147 0.00080172589514404546 0.0056525857653468856 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 10 8 -5 -2 -1 -6 -3
right_child=3 4 -4 6 9 -7 -8 -9 -10 -11 -12
leaf_value=-0.0021780171729400655 0.0055715040317015543 0.0014713239791833599 0.0020213582967467231 0.0016897617312248891 0.0034168911131908708 -0.006118431773058302 0.011714372528208086 -0.0047678461485852345 0.014190098622196019 0.012860883050753672 -0.0045029835618844265
leaf_weight=1625.0335466861725 769.49784064292908 995.13320851325989 677.27071595191956 236.18587613105774 435.9554306268692 2809.0892562866211 986.70734906196594 228.75189292430878 52.966546773910522 221.45889937877655 521.94950520992279
leaf_count=882 266 462 323 88 183 1807 271 110 16 74 298
internal_value=0 -0.00206495 -0.00360276 0.00682278 0.00158731 -0.00445165 0.00977825 0.00320221 -0.00166135 0.00659823 -0.000584125
internal_weight=0 7338.86 5164.36 2221.14 2174.5 4487.09 1222.89 998.25 1678 657.414 1517.08
internal_count=4780 4045 3028 735 1017 2705 359 376 898 257 760
is_linear=0
shrinkage=0.06


Tree=11
num_leaves=12
num_cat=0
split_feature=2 140 7 114 96 21 138 98 117 117 2
split_gain=32.5474 11.9385 9.17149 7.50979 5.4232 4.89903 4.36164 3.80457 4.78251 3.48137 3.36148
threshold=0.00099512818269431613 0.002945306478068233 0.00093549740267917525 0.007706565549597145 0.0005375427135732026 0.0037758676335215573 0.0022975050378590827 0.010180860292166473 0.12087306752800943 0.12087306752800943 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -2 -1 7 9 -9 -3 -5
right_child=3 2 -4 10 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0065579312884343219 0.015308839515759036 0.00028039252606855614 -0.0030515747549406036 -0.0037314064395836725 0.0070631800894548468 0.00086939425690535626 -0.0055601557174756308 0.0040400024305696529 0.018043861773395453 0.011458468364979615 0.011185344235381877
leaf_weight=1856.0608819723129 434.94898855686188 1887.6443395614624 2292.0940903425217 247.2615008354187 845.0288952589035 386.23183274269104 263.87979316711426 1075.5991812944412 95.596497416496277 105.93309354782104 69.720973491668701
leaf_count=1206 114 887 1288 132 292 167 150 459 29 32 24
internal_value=0 -0.00156779 -0.000113314 0.00781759 0.00986514 -0.00527858 0.00185095 0.00246889 0.00518304 0.000874364 -0.000450435
internal_weight=0 7963.04 5720.75 1596.96 1279.98 2242.29 3428.65 3164.77 1171.2 1993.58 316.982
internal_count=4780 4218 2845 562 406 1373 1557 1407 488 919 156
is_linear=0
shrinkage=0.06


Tree=12
num_leaves=12
num_cat=0
split_feature=42 75 117 47 42 104 133 50 2 136 40
split_gain=30.4697 10.8174 8.84637 5.27908 5.27198 4.10028 3.84231 4.65245 3.44636 3.4778 3.03483
threshold=0.014293605927377941 0.0062037324532866487 0.034632634371519096 0.0032328735105693345 0.049604203552007682 0.024810968898236755 0.0025217677466571335 0.012636432424187662 0.010180860292166473 0.0011261500185355546 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 7 -4 9 -2 -5
right_child=4 -3 6 10 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0044632267310391474 0.0015120206576151876 -0.0061656741071243843 -0.0014819046666899177 0.0010898680929875692 0.0098708954067895007 0.014349895880156577 0.0014413950462645998 0.013268003173823029 0.012840256051782361 0.010440861082135109 -0.0035586613451086893
leaf_weight=1923.2876456975937 1048.5130137205124 1635.2145873308182 105.59275758266449 2151.4609208106995 849.69639992713928 42.629950642585754 535.60197269916534 284.15429282188416 138.22644805908203 184.70709705352783 660.91498184204102
leaf_count=1175 400 1087 57 994 235 13 248 90 42 58 381
internal_value=0 -0.00186351 -0.000630089 -0.00166995 0.00615719 -0.00405527 0.0047395 0.00927186 0.00385632 0.00284935 -2.54731e-06
internal_weight=0 7338.86 5703.64 4778.29 2221.14 1965.92 925.349 389.747 1371.45 1233.22 2812.38
internal_count=4780 4045 2958 2563 735 1188 395 147 500 458 1375
is_linear=0
shrinkage=0.06


Tree=13
num_leaves=12
num_cat=0
split_feature=107 42 117 116 138 54 40 140 105 50 113
split_gain=22.2638 13.8849 7.18631 5.82361 5.795 5.29613 4.43035 3.96855 3.53736 3.26455 2.86517
threshold=0.0031340263085439806 0.032603342086076743 0.034632634371519096 0.010829726699739696 0.0011261500185355546 0.0027679565828293566 0.0017376682371832433 0.0034400182776153092 0.0041444667149335155 0.012636432424187662 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 -2 7 -1 9 -4 -3
right_child=1 10 8 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0024424014031591023 -0.0021190525340893493 0.011485463536182244 0.0031597012858963253 -0.0056250032444252855 -0.0058027860491591818 0.0032738748491894496 -0.0031340357033955838 0.0049792873507329399 -0.0044994251020964837 0.013228538959087852 0.0052608400563070763
leaf_weight=461.62189769744873 1077.0723831653595 615.80538725852966 190.92072606086731 545.05369532108307 1683.8588206768036 1675.1169016361237 1876.6125056743622 592.01566994190216 77.893985271453857 295.09863841533661 468.9294570684433
leaf_count=251 589 169 78 316 1087 681 1078 249 43 96 143
internal_value=0 0.00279668 0.00111167 4.11924e-05 -0.00299778 0.00116335 -0.0013859 0.00172768 0.00737081 0.00927324 0.00879457
internal_weight=0 4945.89 3861.16 3297.24 4614.11 2752.19 2930.25 1053.64 563.913 486.019 1084.73
internal_count=4780 2115 1803 1586 2665 1270 1578 500 217 174 312
is_linear=0
shrinkage=0.06


Tree=14
num_leaves=12
num_cat=0
split_feature=68 116 54 114 117 114 42 2 72 75 42
split_gain=27.7274 11.1579 6.83879 5.07122 4.86416 4.16523 3.48922 3.00111 2.68046 2.52493 2.46825
threshold=0.0058306583669036635 0.0049928687512874612 0.10522961243987085 0.0038949446752667431 0.034632634371519096 0.000490355829242617 0.049604203552007682 0.00080172589514404546 0.011169348377734424 0.00042089859198313212 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 7 -3 -1 -5 -2 -7
right_child=1 6 -4 8 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.0017103294508098033 0.0084058423125019394 -0.0015155279797633486 0.013537062557072243 0.0015857301528525152 0.0017569212660916245 -0.0074167898342655915 0.0062214299452766813 0.012796428440938956 -0.0094828081893108349 0.003956421255492143 -0.0037223344002877247
leaf_weight=1670.2306295633316 903.33390808105469 1361.4308775663376 373.60522842407227 322.92868983745575 703.75398933887482 992.07018482685089 248.07830715179443 52.966546773910522 104.17305707931519 933.73109173774719 1893.6975578069687
leaf_count=897 297 664 94 148 331 687 72 16 66 351 1157
internal_value=0 0.00361393 0.00601616 0.00477515 -0.00288917 -0.0035986 -0.000323008 -0.00126443 -0.00111396 0.00614432 -0.00499242
internal_weight=0 4247.28 2637.77 2264.17 5312.72 4608.96 1609.51 1723.2 427.102 1837.06 2885.77
internal_count=4780 1692 956 862 3088 2757 736 913 214 648 1844
is_linear=0
shrinkage=0.06


Tree=15
num_leaves=12
num_cat=0
split_feature=54 71 7 30 53 116 107 2 29 106 37
split_gain=22.3162 8.37806 5.00455 4.78563 4.70906 5.46302 4.35286 4.33921 3.80624 3.39921 2.95542
threshold=0.024810968898236755 0.017724351026117805 0.001792412775103003 0.00017767510871635753 0.0028552538715302949 0.0019672545604407792 0.0079489401541650313 0.00099512818269431613 0.013439828064292671 0.0016331639490090313 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 -3 9 -5 -2 -7 -6 -1
right_child=2 4 -4 6 5 8 -8 -9 -10 -11 -12
leaf_value=0.001118135082305562 0.0036837629895766781 -0.0019914579444367518 -0.0029773351931556579 -0.0050248167042075955 0.00038654908903210664 -0.0033718992101950149 0.0008334971871212472 0.010802513214226419 0.003927378660676193 0.0083077764200993384 -0.0052749295163228935
leaf_weight=1339.2067056894302 501.49022507667542 1074.3691165447235 166.86845052242279 2788.284784913063 268.61050975322723 574.51250410079956 546.00663602352142 799.97280204296112 465.61358571052551 711.9367116689682 323.12803614139557
leaf_count=629 181 597 82 1763 136 296 246 219 196 254 181
internal_value=0 -0.00123488 0.00680518 -0.00275438 0.00121818 0.00292471 -0.00406549 0.00805946 -0.000104369 0.00613784 -0.000124562
internal_weight=0 8091.67 1468.33 4996.63 3095.04 2020.67 3334.29 1301.46 1040.13 980.547 1662.33
internal_count=4780 4298 482 2819 1479 882 2009 400 492 390 810
is_linear=0
shrinkage=0.06


Tree=16
num_leaves=12
num_cat=0
split_feature=76 53 54 50 71 108 124 21 68 22 114
split_gain=17.2049 8.56124 6.78277 6.26026 3.79313 3.78732 3.53682 2.95492 2.92451 2.82793 2.60933
threshold=0.0013146653072908523 0.0081988852471113222 0.024810968898236755 0.018276390619575981 0.017724351026117805 0.0044099434744566688 0.0026012937305495147 0.015675474889576439 0.05109804309904576 0.00040826165059115743 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 10 8 -2 9 -3 -7 -1
right_child=2 3 -4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0017079455541072288 0.0042026775373836022 -0.0054193556518251761 0.0091178596006193484 0.0059821954641828805 -0.00050516214846241779 0.0023409828743526147 -0.0039969895855931446 0.0096470314178046281 0.0084906332605657504 -0.0045000748050580295 -0.0052245760487112077
leaf_weight=1220.160826921463 611.74563205242157 578.69868314266205 872.19284057617188 799.15114045143127 1875.406717300415 815.16168332099915 274.28445649147034 144.10459637641907 60.06019401550293 296.71282994747162 2012.3204675912857
leaf_count=655 229 322 250 327 976 342 148 39 19 168 1305
internal_value=0 -0.00120834 0.00536177 0.00152853 -0.00265176 -0.000349913 0.00166434 0.00156311 -0.00411145 0.000515391 -0.00389716
internal_weight=0 7801.78 1758.22 2693.89 5107.89 1894.74 886.03 1255.98 638.759 1111.87 3232.48
internal_count=4780 4153 627 1217 2936 890 377 549 341 510 1960
is_linear=0
shrinkage=0.06


Tree=17
num_leaves=12
num_cat=0
split_feature=68 37 116 147 42 40 75 119 125 55 116
split_gain=20.6562 7.04507 6.32029 5.60689 3.55648 3.48447 3.09846 3.08709 2.80449 2.5893 3.62776
threshold=0.0058306583669036635 0.0020932231564074759 0.0049928687512874612 0.028884131461381916 0.00093549740267917525 0.00060774214216507982 0.0062037324532866487 0.00044738779251929378 0.00075379351619631063 0.0005375427135732026 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 5 -1 -4 -3 -2 10 -6
right_child=1 7 6 -5 9 -7 -8 -9 -10 -11 -12
leaf_value=-0.0005686928615049276 0.0088984279218154144 0.00050103317749138239 0.0020786071445112343 -0.0049546201013875614 0.002723739746332401 -0.0060659566484208153 -0.0067106454639355067 -0.0075263100629116113 0.0043538184756918554 -0.0058084915403845937 -0.001989527556878601
leaf_weight=583.9690819978714 1227.2155386209488 616.2672917842865 1034.66119992733 149.3701399564743 820.49529409408569 1435.3818209171295 167.81168067455292 239.4920369386673 812.46327197551727 399.12585055828094 2073.746860742569
leaf_count=316 375 278 417 81 379 949 108 131 302 268 1176
internal_value=0 0.00311925 0.00434674 0.00626644 -0.0024937 -0.00447622 0.000852019 -0.00174549 0.00708818 -0.00127811 -0.000653353
internal_weight=0 4247.28 3391.52 2189.05 5312.72 2019.35 1202.47 855.759 2039.68 3293.37 2894.24
internal_count=4780 1692 1283 758 3088 1265 525 409 677 1823 1555
is_linear=0
shrinkage=0.06


Tree=18
num_leaves=12
num_cat=0
split_feature=68 2 50 140 7 71 136 91 129 11 42
split_gain=18.2518 6.56267 7.12614 3.77573 3.76493 2.59659 2.94817 3.15545 2.54031 2.44217 2.44014
threshold=0.0058306583669036635 0.0012745757703669371 0.018276390619575981 0.002945306478068233 0.0013986918493174019 0.02129978779703379 0.00017767510871635753 0.0028552538715302949 0.0013146653072908523 0.00085274505545385193 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 -1 9 -5 -7 10 -2 -3 -8
right_child=1 4 -4 5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.004384372853476118 0.0010146267498093188 0.011969872635934114 0.0063537854125106054 -0.0024808873645443311 0.00085468262636705648 -0.0013628005600319455 -0.0014971304748075552 -0.00018066590109154485 -0.003393186647481364 0.0058325923187628886 0.012158616919932683
leaf_weight=2022.321583032608 1520.2721612453461 401.97981739044189 770.57720518112183 1957.5452382564545 316.03924417495728 796.57429766654968 61.139558553695679 269.89407587051392 681.79237568378448 556.62035620212555 205.24415493011475
leaf_count=1285 621 106 282 1136 130 421 35 137 372 181 74
internal_value=0 0.0029321 0.0013877 -0.00234408 0.00653385 -0.00109009 0.000952558 0.00439174 -0.000350099 0.0084062 0.00902439
internal_weight=0 4247.28 2972.64 5312.72 1274.64 3290.4 1332.85 536.278 2202.06 958.6 266.384
internal_count=4780 1692 1275 3088 417 1803 667 246 993 287 109
is_linear=0
shrinkage=0.06


Tree=19
num_leaves=12
num_cat=0
split_feature=68 116 124 2 117 29 72 63 98 106 42
split_gain=16.1273 7.60082 4.71984 3.44239 3.79068 3.39046 3.26224 2.68076 2.58457 3.3694 2.53795
threshold=0.0058306583669036635 0.0049928687512874612 0.00747153488919139 0.0026833302108570938 0.027182282879948619 0.013439828064292671 0.0072436286136507997 0.0053125319536775359 0.0072436286136507997 0.0011980500421486797 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 10 -4 8 -7 -10 -1
right_child=1 -3 6 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.0043559318698545039 0.0029468834475991396 -0.0004931886577863384 0.0024541363469674682 0.0098740063036366031 0.0098284127393055976 -0.00038851822252070203 -0.0093175503715621465 -0.0050983300447542419 -0.0041307958967526865 0.0098597496604122103 -0.0014343587005686293
leaf_weight=2216.4804027080536 1326.7210910320282 1609.509184718132 258.61424958705902 558.24425828456879 368.13062798976898 475.20144271850586 126.06174826622009 212.94069635868073 81.744683623313904 256.18325173854828 2070.1684311628342
leaf_count=1411 498 736 108 157 115 254 78 128 46 96 1153
internal_value=0 0.00275617 0.00473886 0.00578757 0.00444159 -0.00220344 -0.00140355 0.000894642 0.00246407 0.00647544 -0.002945
internal_weight=0 4247.28 2637.77 2253.1 1694.85 5312.72 384.676 1026.07 813.129 337.928 4286.65
internal_count=4780 1692 956 770 613 3088 186 524 396 142 2564
is_linear=0
shrinkage=0.06


Tree=20
num_leaves=12
num_cat=0
split_feature=54 124 3 82 76 133 15 116 136 54 10
split_gain=13.375 5.15773 4.64667 4.03472 5.5892 3.07616 2.92568 2.84438 4.43916 3.23883 2.73959
threshold=0.0098710241727530974 0.00899649551138282 0.0013986918493174019 0.001792412775103003 0.0005893622583243997 0.0048403022810816774 0.0044099434744566688 0.0016846025246195497 0.0015349716995842757 0.0027679565828293566 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 7 -7 8 -1 -9 -3
right_child=1 10 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=0.0014069908000765249 0.0024107683232609217 -0.0056304088285930283 -0.0039747024861299931 0.0021289760436220334 0.010819657018046209 -0.0047479722590006738 -0.00038486859151345499 -0.0051660241883266927 0.011475614392594017 0.0016583072631100109 0.0039044164044950177
leaf_weight=1445.2710783481598 498.51468968391418 298.60414552688599 1859.7122340202332 1090.5352149009705 663.02992010116577 890.06556737422943 1462.1567841768265 473.44140625 176.93763315677643 531.34772646427155 170.3836681842804
leaf_count=699 209 172 1176 410 178 557 745 288 57 227 62
internal_value=0 0.00355789 -0.00141561 0.00474996 0.00721071 -0.000459804 -0.00203584 0.000951382 0.0025052 -0.00155721 -0.0021664
internal_weight=0 2721.07 6838.93 2252.08 1161.54 4979.22 2352.22 2627 1622.21 1004.79 468.988
internal_count=4780 1031 3749 797 387 2573 1302 1271 756 515 234
is_linear=0
shrinkage=0.06


Tree=21
num_leaves=12
num_cat=0
split_feature=145 2 98 27 29 13 84 91 87 141 37
split_gain=11.5171 6.5777 6.29306 3.82511 3.56413 3.09252 2.59841 2.42494 2.65185 2.65072 2.30664
threshold=0.0045489775948226461 0.00070876078098081063 0.010180860292166473 0.0084566329605877417 0.074787221848964705 0.0023699469165876512 0.0016846025246195497 0.0035485138650983576 0.0030382014811038975 0.022641776129603389 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 7 10 -2 8 -4 -9 -3
right_child=1 5 4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0027869293781737996 0.0029510530427066346 0.0073599352682933716 0.00050109884551351614 -0.005129666270333723 0.013297148470159129 -0.0064126133134557216 -0.0028907046606941166 -0.0053688229545607912 0.006763555734178338 0.010058011966741004 -0.0013382778129979525
leaf_weight=4356.8462777137756 1359.5492725372314 1214.3118102550507 967.7699168920517 348.0554746389389 87.219284057617188 69.448704719543457 343.32961332798004 321.77640283107758 325.22840857505798 45.804832339286804 120.66007030010223
leaf_count=2553 564 370 471 208 25 44 174 185 122 18 46
internal_value=0 0.00276807 -0.00156678 0.000601789 0.00147475 0.00593158 0.00177325 0.000853795 0.0020763 -0.00344646 0.00657376
internal_weight=0 3455.35 6104.65 2050.93 1747.8 1404.42 1702.88 1660.58 1293 367.581 1334.97
internal_count=4780 1406 3374 946 821 460 738 796 593 203 416
is_linear=0
shrinkage=0.06


Tree=22
num_leaves=12
num_cat=0
split_feature=2 121 29 97 37 4 117 31 106 12 54
split_gain=11.7005 4.65425 4.11282 3.94213 3.34796 3.19002 4.35896 3.17607 3.06543 2.97928 2.60802
threshold=0.00099512818269431613 0.00017767510871635753 0.027182282879948619 0.0042751494329422721 0.0020932231564074759 0.00046126570669002836 0.0095705352723598498 0.0068083447404205808 0.0022272822679951791 0.015200819820165636 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 8 -4 -7 9 -3 -2 -10
right_child=3 2 5 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.0026542364643536713 0.0074138701607070236 -0.0020524287340718365 -0.0082675035844895373 -0.002789965779651073 -0.0035710016097663072 -0.0017692558816464342 0.0093137134690351002 -0.0035953193190461441 -0.0012396174399540304 -0.006093511256195258 0.0034476933941466688
leaf_weight=3322.6809692382812 1199.4486991167068 1072.7452144622803 62.491191864013672 219.02304625511169 941.41306734085083 182.94706058502197 423.46010541915894 116.67323756217957 630.31359660625458 61.815375208854675 1326.9885045289993
leaf_count=1909 366 621 31 110 549 92 148 53 342 33 526
internal_value=0 -0.00094001 0.000287443 0.00468724 -0.000445634 0.00463996 0.00597009 0.00587574 0.000525394 0.00675186 0.00193823
internal_weight=0 7963.04 4640.36 1596.96 3971.46 668.898 606.407 1377.94 3030.05 1261.26 1957.3
internal_count=4780 4218 2309 562 2038 271 240 452 1489 399 868
is_linear=0
shrinkage=0.06


Tree=23
num_leaves=12
num_cat=0
split_feature=145 27 29 2 112 85 114 96 62 117 120
split_gain=9.43823 5.61728 4.83032 3.50396 3.35861 2.52899 2.10493 2.03216 1.88989 1.83307 1.82793
threshold=0.0045489775948226461 0.0084566329605877417 0.013439828064292671 0.028458753600716594 0.0014881226234138014 0.0025217677466571335 0.00017767510871635753 0.0079489401541650313 0.0013146653072908523 0.066585760563611998 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 8 7 -1 9 -2 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00022395560429762097 0.0038164108913864513 -0.004277694942869433 0.0014886499113805308 0.0092254756290358723 0.00075980511497915836 -0.0014382817684746633 -0.0040698140075242023 -0.0094093132451797488 -0.0022324143100717949 0.011213180055674583 0.0063349125593311108
leaf_weight=808.53479588031769 1695.8630163669586 389.87347424030304 1538.9762601852417 328.34007835388184 957.9730030298233 451.35336875915527 2711.8105001449585 87.350563168525696 338.0640697479248 129.84923470020294 122.01170361042023
leaf_count=400 634 233 724 84 476 243 1711 63 132 38 42
internal_value=0 0.00250583 -0.00141835 0.00336857 -0.00239823 0.00266599 -0.0032368 -0.000715307 0.00347642 0.00434249 3.96335e-05
internal_weight=0 3455.35 6104.65 3065.48 4565.67 2737.14 3607.7 895.885 2285.79 1825.71 460.076
internal_count=4780 1406 3374 1173 2650 1089 2174 463 846 672 174
is_linear=0
shrinkage=0.06


Tree=24
num_leaves=12
num_cat=0
split_feature=68 75 7 121 116 113 42 106 35 136 11
split_gain=9.93383 4.25484 3.94073 3.81825 3.6334 3.14831 3.01396 2.62851 2.33363 2.52376 1.81545
threshold=0.013032016810029747 0.0062037324532866487 0.0012357163941487672 0.016164712607860569 0.024810968898236755 0.019431582652032379 0.0013560238294303419 0.0019071503775194289 0.0054799309000372895 0.0054799309000372895 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -3 5 8 -1 -4 9 10 -2
right_child=2 3 7 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0022134024154766107 0.0089792287652046138 -0.004383523493316872 -0.013179985028766921 0.01144709005572029 -0.0065511709587578746 -0.0039496460119580849 0.0007317910818978124 0.00019786167379779305 -0.001078567806061067 0.0182671592956711 0.0045391263225933835
leaf_weight=1972.2722150087357 491.09041702747345 1583.5996738672256 59.112108588218689 56.817245125770569 101.74205923080444 129.03728365898132 3419.7943660020828 501.01375472545624 162.61420428752899 62.695393443107605 1020.2113472223282
leaf_count=1150 135 1067 41 19 54 50 1636 216 61 16 335
internal_value=0 -0.00115951 0.00322618 -0.00383522 0.0044903 0.00509244 -0.000345481 -0.00121395 0.00576431 0.00647126 0.00598192
internal_weight=0 7032.48 2527.52 1640.42 1967.39 1865.65 5392.07 560.126 1736.61 1574 1511.3
internal_count=4780 3872 908 1086 651 597 2786 257 547 486 470
is_linear=0
shrinkage=0.06


Tree=25
num_leaves=12
num_cat=0
split_feature=68 116 107 116 136 29 113 88 117 54 7
split_gain=8.83039 4.65881 3.42301 4.0916 3.2331 4.01118 2.72053 2.47196 2.47103 2.76411 2.74524
threshold=0.015675474889576439 0.036783467978239066 0.0005893622583243997 0.0022975050378590827 0.00017767510871635753 0.027182282879948619 0.019431582652032379 0.0095705352723598498 0.034632634371519096 0.0053125319536775359 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 -4 -6 7 8 9 -2 -11
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.0038986098356296617 -0.008292298277049465 -0.011965280472559838 -0.0001419891123893954 -0.0018972031664107741 0.0019757907855010169 0.011384346642501229 -0.0041731193390190172 -0.0037820697983450783 0.010921332957893217 0.0060214596153544998 0.00011440151225722259
leaf_weight=1220.8220777511597 61.815375208854675 69.380637526512146 2009.3740638494492 3215.0024050474167 702.40235602855682 212.47393655776978 142.54876148700714 124.37463426589966 220.31146764755249 1211.8808124065399 369.61354041099548
leaf_count=797 33 49 1045 1767 335 67 58 59 63 358 149
internal_value=0 0.00333541 -0.000996954 -0.000419944 0.0012042 0.00416087 0.00383367 0.0044078 0.00495438 0.00415441 0.00464091
internal_weight=0 2199.93 7360.07 6139.25 2924.25 914.876 2130.54 1988 1863.62 1643.31 1581.49
internal_count=4780 769 4011 3214 1447 402 720 662 603 540 507
is_linear=0
shrinkage=0.06


Tree=26
num_leaves=12
num_cat=0
split_feature=2 140 138 116 7 42 11 88 99 106 118
split_gain=8.01663 4.18548 3.50794 6.01165 3.38371 2.19884 2.00452 2.32995 1.99774 3.17377 2.08699
threshold=0.00099512818269431613 0.002945306478068233 0.0022975050378590827 0.0019672545604407792 0.0026012937305495147 0.0035485138650983576 0.0054799309000372895 0.0062037324532866487 0.00060774214216507982 0.0019071503775194289 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 -5 7 -2 10 -10 -3
right_child=4 2 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0029752587479682552 0.0075313602800487576 0.0018157162878308388 -0.0034411545235576227 -0.0028279412306537635 -0.0025718278128735003 0.00044024472899871047 0.00091515324461065512 -0.00055351124690739396 0.00087505540185665897 0.0071267821610803929 -0.0095383578343574017
leaf_weight=2242.292714715004 879.28648781776428 486.82646024227142 863.31488049030304 1263.6610852479935 247.32956802845001 1792.1888318061829 320.09414410591125 150.25015819072723 467.0284309387207 781.52155077457428 66.205755829811096
leaf_count=1373 253 210 521 747 127 800 118 64 235 288 44
internal_value=0 -0.000778083 8.31179e-05 0.000709489 0.00387981 -0.000911222 0.00506212 0.00635146 0.00345855 0.00478828 0.000456473
internal_weight=0 7963.04 5720.75 4857.43 1596.96 3055.85 1349.63 1029.54 1801.58 1248.55 553.032
internal_count=4780 4218 2845 2324 562 1547 435 317 777 523 254
is_linear=0
shrinkage=0.06


Tree=27
num_leaves=12
num_cat=0
split_feature=54 114 54 116 117 25 117 18 106 136 1
split_gain=6.83544 3.86523 3.50296 3.22074 4.59829 3.15779 3.12796 2.56925 1.85312 1.72953 1.47848
threshold=0.035692447796463973 0.0016846025246195497 0.0020292587578296666 0.010829726699739696 0.014293605927377941 0.0060143163427710542 0.12087306752800943 0.0010585968848317864 0.000490355829242617 0.0017376682371832433 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 9 7 -1 -2 -3 -4 -6
right_child=5 8 3 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.0017334956606165877 0.0062048381423267388 -0.0057961726041194928 0.00012747457501808857 -0.0024958098021516588 0.0031061050229451207 -0.005711195666703593 0.0084636796944627512 -0.0048207557370335873 -0.0016572486083665321 0.0099511095334483581 0.008007286542384846
leaf_weight=2332.5604566335678 961.43957459926605 455.33049094676971 1321.7813175916672 505.67154884338379 367.04640817642212 102.34980869293213 113.56642305850983 82.624701857566833 2690.7483258247375 67.829657912254333 559.05135405063629
leaf_count=1317 269 332 575 255 147 57 43 29 1543 20 193
internal_value=0 -0.000592224 0.000401649 0.00184235 0.00278966 0.00434636 -0.00126007 0.0053323 -0.00225627 0.000606986 0.00606477
internal_weight=0 8413.59 5267.51 2821.38 2315.71 1146.41 2446.13 1044.06 3146.08 1389.61 926.098
internal_count=4780 4425 2550 1190 935 355 1360 298 1875 595 340
is_linear=0
shrinkage=0.06


Tree=28
num_leaves=12
num_cat=0
split_feature=2 121 147 82 107 91 71 125 50 29 39
split_gain=6.49991 3.19721 3.00186 2.52478 2.43022 2.84881 2.65329 3.33719 2.81505 2.72766 2.18242
threshold=0.00099512818269431613 0.00017767510871635753 0.028884131461381916 0.00047558375808876013 0.0068083447404205808 0.0035485138650983576 0.0058306583669036635 0.020035739988088611 0.018276390619575981 0.027182282879948619 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -3 9 -9 10 -8
right_child=2 4 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0021214073632079217 0.009354137231597514 -0.0030779714714358722 -0.0040944898302080254 0.0031052721931851151 0.0021999715738484937 -0.0035045551574115152 0.0043520075637492597 0.001726251909157603 0.019606608104710731 0.0082865792800553961 -0.0013846644262403985
leaf_weight=3322.6809692382812 292.73570775985718 548.63212490081787 167.94781506061554 1136.2768353223801 1610.598259806633 904.52513062953949 316.57892644405365 60.531809091567993 66.546091794967651 162.00645482540131 970.93994331359863
leaf_count=1909 79 339 98 385 656 543 138 32 19 58 524
internal_value=0 -0.000700622 0.00349356 0.00438536 0.000316717 -0.000684407 0.000515881 0.00176648 0.0110895 0.000949143 2.58854e-05
internal_weight=0 7963.04 1596.96 1429.01 4640.36 3029.76 2125.24 1576.6 127.078 1449.53 1287.52
internal_count=4780 4218 562 464 2309 1653 1110 771 51 720 662
is_linear=0
shrinkage=0.06


Tree=29
num_leaves=12
num_cat=0
split_feature=54 18 7 73 116 42 122 98 113 107 125
split_gain=5.69642 2.94911 3.13702 2.61199 3.58479 2.07055 1.8052 2.21062 1.79798 1.71063 1.94916
threshold=0.0098710241727530974 0.0037758676335215573 0.0012357163941487672 0.0063990866765379914 0.0092791137285530585 0.00093549740267917525 0.0026833302108570938 0.012636432424187662 0.019431582652032379 0.0092791137285530585 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 9 -7 -8 -2 -1 -11
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.002084761543899534 0.004512899938170156 -0.0052838216423106875 -0.0008061277395013393 -0.0031960916270168259 -0.0038204481427447212 0.00070457774434183281 0.0014564987888084574 0.011025667422979987 -0.0032933067902623575 0.012221718938961559 -0.0062758332595788165
leaf_weight=1328.6513421535492 1797.7509205341339 171.93464779853821 638.49146366119385 1438.2212219238281 880.81319105625153 2732.1189867258072 222.33406233787537 142.68489587306976 112.89060640335083 63.910892367362976 30.197837352752686
leaf_count=785 582 91 313 931 522 1315 105 48 45 22 21
internal_value=0 0.00232192 0.00283492 -0.000923844 -0.00031874 0.000363654 0.00123405 0.00519706 0.00405167 -0.00153106 0.00628618
internal_weight=0 2721.07 2549.13 6838.93 5400.71 4519.9 3097.14 365.019 1910.64 1422.76 94.1087
internal_count=4780 1031 940 3749 2818 2296 1468 153 627 828 43
is_linear=0
shrinkage=0.06


Tree=30
num_leaves=12
num_cat=0
split_feature=145 117 54 27 12 133 136 114 21 106 116
split_gain=5.26661 3.78122 2.59522 2.82743 2.42097 2.33729 2.63168 2.2891 2.05042 1.99597 2.21993
threshold=0.0045489775948226461 0.034632634371519096 0.055838862434029586 0.0084566329605877417 0.00017767510871635753 0.0022272822679951791 0.00044738779251929378 0.0016846025246195497 0.015675474889576439 0.0019071503775194289 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 9 7 -7 -3 -6 -1 -11
right_child=2 5 -4 -5 8 6 -8 -9 -10 10 -12
leaf_value=-0.0026048696915372599 0.0018051791978576175 0.0091771576657698403 0.0050792200633519285 -0.003762938134617927 -0.0027235103285270438 -0.0048323850696249688 0.0035152463775707916 -0.0036860648316292253 0.0078589100695909877 0.0063487938857105667 0.00011806172960813936
leaf_weight=556.67385756969452 2354.6873363256454 256.3193861246109 719.17134857177734 381.49626088142395 3569.1840204000473 222.80567741394043 348.80421376228333 61.815375208854675 67.153841257095337 285.77333962917328 736.11541104316711
leaf_count=320 978 86 199 229 2192 118 153 33 22 114 336
internal_value=0 -0.00105951 0.00187185 0.00102884 -0.00167631 0.00255565 0.000261454 0.00667776 -0.00252808 0.000285804 0.0018605
internal_weight=0 6104.65 3455.35 2736.18 5214.9 889.745 571.61 318.135 3636.34 1578.56 1021.89
internal_count=4780 3374 1406 1207 2984 390 271 119 2214 770 450
is_linear=0
shrinkage=0.06


Tree=31
num_leaves=12
num_cat=0
split_feature=10 50 29 42 76 112 0 28 138 82 93
split_gain=4.59671 4.01694 3.24997 2.55391 2.26581 2.64709 1.9511 1.94088 1.85645 1.86797 1.88579
threshold=0.022641776129603389 0.018276390619575981 0.013439828064292671 0.00060774214216507982 0.0020932231564074759 0.010829726699739696 0.0044099434744566688 0.00046126570669002836 0.00096484774257987748 0.0034400182776153092 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 7 -6 -5 -1 9 -3 -11
right_child=-2 2 3 6 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00033790200777310774 0.0026119753654276568 0.0030356667833975831 -0.0044155984908785121 0.0041388801937515002 0.00093992083587080965 0.015456080546351987 0.011682706102558898 -0.0027547788786705133 -0.0036005660358995172 -0.0092435386664703831 0.00063478622211994389
leaf_weight=1903.4409703016281 1934.6889472007751 706.4572559595108 87.486697554588318 377.31493711471558 394.74518048763275 51.075231194496155 183.42353093624115 3219.1740182638168 379.67301249504089 101.53785765171051 220.98242902755737
leaf_count=1013 671 323 53 155 161 12 57 1937 220 69 109
internal_value=0 -0.000662709 0.00160315 0.00511896 -0.00149967 0.00260296 0.00660655 -0.00185673 -1.47385e-05 0.00130836 -0.00247517
internal_weight=0 7625.31 2056.88 648.225 5568.44 445.82 560.738 5122.61 1408.65 1028.98 322.52
internal_count=4780 4109 986 265 3123 173 212 2950 721 501 178
is_linear=0
shrinkage=0.06


Tree=32
num_leaves=12
num_cat=0
split_feature=2 71 13 140 46 98 116 78 86 28 71
split_gain=4.57262 2.6693 2.49379 2.43063 1.99751 1.95957 3.81879 1.97212 1.93538 3.27022 2.04605
threshold=0.00099512818269431613 0.004017772153019906 0.001792412775103003 0.0034400182776153092 0.0033348383149132137 0.079227816313505187 0.0010585968848317864 0.048151826485991485 0.0010585968848317864 0.00066645268816500913 0.055838862434029586
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 -2 6 7 8 9 10 -5
right_child=2 3 -4 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0022764499100742762 0.005230764838778581 -0.00206991387899983 -0.00537856310994601 0.0068152189509953437 0.00060818539359830664 0.0050652330761243019 -0.00059794041174838781 0.014679443502586414 0.012298164326942534 -0.0046796776691440511 -0.00086826283303841002
leaf_weight=2367.5473672151566 957.92435693740845 1369.3899772167206 120.25166714191437 404.00241208076477 518.78433406352997 361.16825985908508 2961.4057066440582 56.817245125770569 75.531054615974426 186.6616245508194 180.51606273651123
leaf_count=1415 289 794 76 148 197 150 1481 19 26 105 80
internal_value=0 -0.000587642 0.0029302 0.000126922 0.0036068 0.000838766 0.000443813 0.00385827 0.00313213 0.00223439 0.00444234
internal_weight=0 7963.04 1596.96 5595.49 1476.71 4226.1 3864.93 903.528 846.711 771.18 584.518
internal_count=4780 4218 562 2803 486 2009 1859 378 359 333 228
is_linear=0
shrinkage=0.06


Tree=33
num_leaves=12
num_cat=0
split_feature=2 98 97 106 58 14 87 35 0 12 116
split_gain=4.04037 3.34426 2.28945 2.17066 3.51258 2.26698 1.93311 1.93037 1.76211 1.76182 1.7232
threshold=0.00099512818269431613 0.010180860292166473 0.0042751494329422721 0.0019071503775194289 0.0020932231564074759 0.00082683752407319855 0.0026833302108570938 0.0081988852471113222 0.011519505176693203 0.015200819820165636 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 8 -5 6 -6 -7 -3 10 -2
right_child=2 3 -4 4 5 7 -8 -9 -10 -11 -12
leaf_value=-0.00128566006920358 0.0065109742762854625 -0.0023215731876283694 -0.0029438394761803635 0.0092015528808820531 0.0018463328218385766 -0.0039126157586372055 0.0091415917654643387 0.0042422897721621335 0.01090322303658264 -0.0059307548539571644 0.0021461804069723275
leaf_weight=5874.0019139051437 599.45450842380524 575.38766705989838 219.02304625511169 252.40062057971954 534.72680974006653 368.93286848068237 173.08693480491638 145.7917103767395 38.711185097694397 65.666073560714722 712.81672990322113
leaf_count=3260 179 327 110 88 217 199 54 58 15 36 237
internal_value=0 -0.000552383 0.00275439 0.00150946 0.00275744 0.00142701 0.0036303 -0.0016028 -0.00148792 0.00366012 0.00414005
internal_weight=0 7963.04 1596.96 2089.04 1474.94 1222.54 707.814 514.725 614.099 1377.94 1312.27
internal_count=4780 4218 562 958 616 528 271 257 342 452 416
is_linear=0
shrinkage=0.06


Tree=34
num_leaves=12
num_cat=0
split_feature=145 29 2 30 133 99 117 14 106 118 50
split_gain=3.9474 2.8883 1.90819 1.75821 2.35543 2.70728 1.67152 1.63683 1.54775 1.53431 3.03427
threshold=0.0045489775948226461 0.074787221848964705 0.00070876078098081063 0.0022975050378590827 0.002945306478068233 0.11759182065725328 0.010829726699739696 0.0045489775948226461 0.079227816313505187 0.0038949446752667431 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -3 -4 9 -6 -11
right_child=2 6 7 -5 8 -7 -8 -9 -10 10 -12
leaf_value=0.00069091229500625208 0.00045376891005990359 -0.0026152365714291266 0.0039663536321249311 -0.0029897910928557928 -0.0025053441065098301 0.011396168560930025 0.0087952088861314622 -0.0032118760529850077 0.010225198465586106 -0.0012469057504883999 0.0089737372845345633
leaf_weight=1436.7577306032181 2050.9343605041504 63.774757981300354 1278.8304520845413 1449.7733169794083 2206.3625739812851 90.394165754318237 167.88460314273834 125.59013319015503 39.387001752853394 519.38237297534943 130.92859923839569
leaf_count=705 946 32 395 940 1249 30 55 65 13 296 54
internal_value=0 -0.000917263 0.00162055 -0.00117646 -0.00058212 0.00132457 0.00565397 0.00332444 -0.00158756 -0.00175043 0.00081084
internal_weight=0 6104.65 3455.35 5872.99 4423.21 1527.15 231.659 1404.42 2896.06 2856.67 650.311
internal_count=4780 3374 1406 3287 2347 735 87 460 1612 1599 350
is_linear=0
shrinkage=0.06


Tree=35
num_leaves=12
num_cat=0
split_feature=138 42 116 25 123 1 51 20 121 140 50
split_gain=2.99934 2.90706 4.17057 2.70967 2.2368 2.8011 1.97486 2.80765 1.97055 1.69935 1.50992
threshold=0.0014881226234138014 0.00093549740267917525 0.0049928687512874612 0.014293605927377941 0.0011615398107096555 0.0027679565828293566 0.0058306583669036635 0.0042751494329422721 0.0063990866765379914 0.0051502294372767219 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -2 -6 -8
right_child=8 2 -4 -5 9 6 10 -9 -10 -11 -12
leaf_value=-0.0017466251992336015 -0.0025179299020285017 0.0013166991039685486 -0.0008862213173716579 -0.0043388600273319396 0.0013377746457249897 0.004999375100798409 0.0043690294613087629 -0.0093436198473947837 0.0022003306383345045 0.010076020067878106 0.013656181006421022
leaf_weight=1471.4675171375275 2094.8819575309753 2255.7846781015396 2075.8569437265396 196.93015348911285 117.34905421733856 403.86627769470215 107.7563419342041 55.937226891517639 375.82716941833496 252.53675496578217 151.80599308013916
leaf_count=871 1291 906 1021 113 51 158 41 36 169 78 45
internal_value=0 0.0006274 0.00124922 0.00250076 0.00290342 0.00235635 0.00561648 0.00325448 -0.00180022 0.00730375 0.00980065
internal_weight=0 7089.29 5617.82 3541.97 3345.04 2975.15 719.366 459.804 2470.71 369.886 259.562
internal_count=4780 3320 2449 1428 1315 1186 280 194 1460 129 86
is_linear=0
shrinkage=0.06


Tree=36
num_leaves=12
num_cat=0
split_feature=75 145 98 106 97 1 29 82 119 140 136
split_gain=3.42121 2.80578 2.21716 1.81609 2.29047 2.19561 2.78116 2.42262 3.4795 2.12209 1.86455
threshold=0.0062037324532866487 0.0045489775948226461 0.0022975050378590827 0.0016331639490090313 0.0063990866765379914 0.00244467705488205 0.0032328735105693345 0.00047558375808876013 0.00047558375808876013 0.02636832278221846 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 -7 -8 -9 10 -4
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-0.002008866708718584 -0.0023686129159942097 0.001984485471586416 -0.0022408895292673598 0.00036783424359904229 -0.010343294109725605 -0.0041111995241810998 0.013180771318756083 0.0057781925030239139 -0.0095601884423917056 -0.0093755009299451228 0.0050035246383153204
leaf_weight=1816.1487637758255 1785.3286111354828 2993.3295001983643 540.52718031406403 1291.7828265428543 56.544976353645325 118.3603515625 131.13280081748962 486.35484516620636 59.787925243377686 113.15801990032196 167.54426717758179
leaf_count=1041 1161 1137 315 587 39 72 39 197 39 73 80
internal_value=0 0.000543914 -0.000357947 0.000653224 0.00157223 0.001895 0.00437448 0.00585744 0.00409905 -0.001746 -0.000526712
internal_weight=0 7774.67 4781.34 2965.19 2143.96 2087.42 795.636 677.276 546.143 821.229 708.071
internal_count=4780 3619 2482 1441 973 934 347 275 236 468 395
is_linear=0
shrinkage=0.06


Tree=37
num_leaves=12
num_cat=0
split_feature=68 37 119 92 143 108 146 65 88 124 138
split_gain=3.19773 2.96727 2.35705 2.35446 1.76419 1.8633 1.85879 2.16273 1.71883 1.71047 2.15755
threshold=0.0058306583669036635 0.0027679565828293566 0.00044738779251929378 0.0014427106943912806 0.010180860292166473 0.0044099434744566688 0.0010263677686452868 0.0051502294372767219 0.00080172589514404546 0.00899649551138282 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 6 -6 -8 -5 -2 -11
right_child=1 2 -4 8 5 -7 7 -9 -10 10 -12
leaf_value=-0.00098116093404826735 0.0032117293132140272 -0.0074702068757750645 -0.0084772565681115533 0.0052545725974897537 0.0031905076758834061 0.00168984252852978 -0.009798892162442778 0.0063873901103397839 -0.0028106839433991648 0.0070252538870925075 -0.0042152355069017848
leaf_weight=5312.7189083099365 2407.9407176971436 126.73756492137909 171.1907639503479 231.11967885494232 87.083149671554565 514.7975013256073 183.28254127502441 35.468236207962036 161.66611886024475 81.948885202407837 246.04600191116333
leaf_count=3088 830 76 98 79 35 204 115 15 83 31 126
internal_value=0 0.00122729 -0.00237137 -0.000359393 0.00192618 -0.000513812 -0.00422313 -0.00717445 0.00193501 0.00265804 -0.00140682
internal_weight=0 4247.28 690.714 519.523 3556.57 820.631 305.834 218.751 392.786 2735.94 327.995
internal_count=4780 1692 336 238 1356 369 165 130 162 987 157
is_linear=0
shrinkage=0.06


Tree=38
num_leaves=12
num_cat=0
split_feature=117 140 110 2 29 37 135 67 118 149 37
split_gain=3.38043 2.89539 2.41564 2.7808 2.26206 1.98397 1.94746 2.64816 3.21893 2.13844 1.92814
threshold=0.034632634371519096 0.002945306478068233 0.13479631394147876 0.028458753600716594 0.074787221848964705 0.00017767510871635753 0.00017767510871635753 0.00073092587990686308 0.00037263428384903824 0.0021592099219560628 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -4 7 8 9 -3 -8
right_child=1 4 5 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=-0.00079680938426431058 -0.0041987393251583845 -0.0032771599277454924 0.011994263156983796 0.0050124834662641834 0.010668710483725806 -0.0017980988816525749 0.0065289666417169779 0.012172498012778683 -0.010864144905065423 0.012384191930741551 -0.0021136566322355194
leaf_weight=7857.9234228134155 175.78534615039825 79.921435236930847 100.73076188564301 308.27463555335999 160.85902309417725 59.855992436408997 489.33038055896759 45.804832339286804 115.11740267276764 51.68298065662384 114.71385478973389
leaf_count=4126 94 37 33 81 47 34 169 18 72 15 54
internal_value=0 0.00293175 -0.000434199 -0.000577508 0.00411711 0.00685339 0.00294165 -0.00107668 -0.00353643 0.00287328 0.00488765
internal_weight=0 1233.22 8326.78 8166.2 1057.43 160.587 896.571 292.527 246.722 131.604 604.044
internal_count=4780 506 4274 4207 412 67 365 142 124 52 223
is_linear=0
shrinkage=0.06


Tree=39
num_leaves=12
num_cat=0
split_feature=42 37 117 146 76 97 61 142 92 36 137
split_gain=2.83869 2.97378 3.30191 2.45275 1.93326 1.48177 1.43103 1.57759 1.42117 1.97182 1.39814
threshold=0.00093549740267917525 0.0027679565828293566 0.034632634371519096 0.013439828064292671 0.0013146653072908523 0.00057154725072905432 0.0084566329605877417 0.0020932231564074759 0.0011980500421486797 0.00017767510871635753 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 6 -1 -2 -8 -6 -10 -11
right_child=1 3 -4 -5 8 -7 7 -9 9 10 -12
leaf_value=-0.0010116321082496364 0.00028129263106096666 -0.0031607477021712771 0.004702604438811802 0.0037238574346113678 0.0042285894426530753 -0.0046593048152953707 0.00089664761864083993 -0.0065776432273817933 -0.0034236699860913798 0.005280240745305578 -0.0038589623594041857
leaf_weight=1561.7936156988144 3503.897125005722 1116.1190489530563 800.23536026477814 223.61762845516205 763.42034602165222 539.37003803253174 175.3817982673645 241.85496759414673 276.18062734603882 281.45102620124817 76.678486347198486
leaf_count=906 1747 627 295 106 236 400 76 148 104 98 37
internal_value=0 0.000548752 0.00110933 -0.00201163 0.000568714 -0.00194799 -0.000114242 -0.00343589 0.00248465 0.000385739 0.00332346
internal_weight=0 7458.84 6119.1 1339.74 5318.86 2101.16 3921.13 417.237 1397.73 634.31 358.13
internal_count=4780 3474 2741 733 2446 1306 1971 224 475 239 135
is_linear=0
shrinkage=0.06


Tree=40
num_leaves=12
num_cat=0
split_feature=104 28 107 53 116 89 50 46 61 1 148
split_gain=2.62722 2.37966 2.01692 1.98464 1.84712 2.26736 1.82344 2.06436 1.77908 2.15094 2.40667
threshold=0.0037758676335215573 0.00046126570669002836 0.0005893622583243997 0.00017767510871635753 0.0022975050378590827 0.00068727668258361529 0.018276390619575981 0.096724390983581557 0.00017767510871635753 0.00046126570669002836 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -2 -8 -5 -10 -11
right_child=6 -3 3 4 -6 -7 7 -9 9 10 -12
leaf_value=-0.002693889413892005 0.00037907703109076908 -0.0022288474656496412 -0.0099440777691885262 -2.6172127726989063e-05 -0.00090409461636639654 -0.0056176087784973192 0.00246695380138535 0.012782127366808565 0.0029694598058558766 0.0062691978977358074 0.01803672478592877
leaf_weight=520.25753593444824 3949.2653427124023 2601.0202661752701 51.342644691467285 224.08924353122711 495.13075113296509 86.74281370639801 927.78487622737885 75.531054615974426 340.35893321037292 196.73080718517303 91.74579906463623
leaf_count=327 1715 1607 40 119 267 60 359 26 154 80 26
internal_value=0 -0.00103123 0.000521308 0.00164686 0.00206163 0.00362433 0.000959364 0.00324349 0.00456424 0.00620006 0.0100117
internal_weight=0 4607.42 2006.4 1486.14 1434.8 939.668 4952.58 1003.32 852.925 628.836 288.477
internal_count=4780 2680 1073 746 706 439 2100 385 379 260 106
is_linear=0
shrinkage=0.06


Tree=41
num_leaves=12
num_cat=0
split_feature=37 76 31 119 40 42 8 29 96 83 106
split_gain=2.56895 2.84283 2.18055 1.95042 1.51473 1.69075 2.15473 1.95475 2.42472 3.43088 2.34067
threshold=0.0027679565828293566 0.0013146653072908523 0.0068083447404205808 0.00047558375808876013 0.0020932231564074759 0.00093549740267917525 0.0084566329605877417 0.010180860292166473 0.0079489401541650313 0.014740333426743748 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 -6 7 -7 9 -9 -11
right_child=3 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=0.00086871154280234732 -0.0012914181191472037 0.0035072409265169313 -0.00410181851842506 -0.0071546832088660844 -0.003361424011169956 -0.00055910846308340582 -0.0031281019141187172 0.011049435944200499 -0.0048601707571377878 -0.01194754789366554 0.0032763232933671342
leaf_weight=3004.5850501060486 1488.7664813995361 1394.8278729915619 150.18209099769592 236.720703125 816.89744341373444 1185.6358208656311 666.11731350421906 215.58075106143951 101.67399203777313 42.35768187046051 256.65486681461334
leaf_count=1406 839 450 69 144 548 666 380 77 59 33 109
internal_value=0 0.000461583 0.00276761 -0.0020958 -0.000104888 -0.000995402 -0.000212265 0.000865645 0.00360672 0.00527962 0.00111973
internal_weight=0 7834.51 1545.01 1725.49 6289.5 3284.92 2468.02 1801.9 616.267 514.593 299.013
internal_count=4780 3797 519 983 3278 1872 1324 944 278 219 142
is_linear=0
shrinkage=0.06


Tree=42
num_leaves=12
num_cat=0
split_feature=31 75 117 29 116 44 2 21 80 141 43
split_gain=2.32 2.19108 2.17935 2.19185 2.14205 1.84915 1.8315 1.87401 1.72733 1.78798 1.41696
threshold=0.014293605927377941 0.0062037324532866487 0.034632634371519096 0.074787221848964705 0.01884530205279589 0.00244467705488205 0.0026833302108570938 0.0037758676335215573 0.0010585968848317864 0.0030382014811038975 0.066585760563611998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 8 7 -1 -4 -10 -9
right_child=-2 -3 3 -5 -6 -7 -8 10 9 -11 -12
leaf_value=-0.0006239749457272333 -0.0033826562521098993 -0.0017524043600272553 -0.0089338924573571146 0.0096042564346346775 -0.0044468180981052608 0.003684770533300592 0.0033385010691668079 0.0024010856583249036 0.0045086219164339894 -0.0093037582005796732 -0.0049493537002011558
leaf_weight=3594.8164072036743 678.14102363586426 1599.6831392049789 90.121896982192993 160.85902309417725 330.22168338298798 698.76071453094482 726.73661088943481 1394.3465473651886 140.65744590759277 44.3851318359375 101.27044415473938
leaf_count=1929 402 1029 50 47 184 269 215 533 54 27 41
internal_value=0 0.00025827 0.000699957 0.00311582 0.000253997 0.00204416 0.000520847 0.000118585 -0.00212206 0.00119552 0.00190338
internal_weight=0 8881.86 7282.18 1134.78 6147.39 973.925 5817.17 5090.43 275.164 185.043 1495.62
internal_count=4780 4378 3349 447 2902 400 2718 2503 131 81 574
is_linear=0
shrinkage=0.06


Tree=43
num_leaves=12
num_cat=0
split_feature=31 117 37 45 110 76 105 9 136 42 17
split_gain=2.04995 2.45543 2.21785 2.53571 2.10908 1.98705 1.61561 1.54785 1.40357 1.39308 1.31396
threshold=0.014293605927377941 0.12087306752800943 0.0027679565828293566 0.0016846025246195497 0.13479631394147876 0.0013146653072908523 0.017724351026117805 0.0010263677686452868 0.00044738779251929378 0.00047558375808876013 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -4 -8 -3 -5 -7
right_child=-2 8 6 4 -6 10 7 -9 -10 -11 -12
leaf_value=-0.0013796861039658752 -0.0031796968690629419 -0.0016493085191663325 -0.0025411960856363547 -0.0051057284943421327 0.0089332250724493967 0.0042564123244613564 -0.001445610572697291 0.015120127030610839 0.0074656566656147103 0.00052146063768488359 0.00026081590124792879
leaf_weight=1908.7648705244064 678.14102363586426 79.921435236930847 1402.2910811901093 165.85229790210724 123.29526972770691 912.05145740509033 44.3851318359375 37.427618980407715 254.42807054519653 3514.5789123773575 438.86289882659912
leaf_count=1146 402 37 807 109 43 276 27 14 82 1677 160
internal_value=0 0.000242774 4.54665e-05 0.000488486 0.00118027 0.000990281 -0.00206303 0.00613287 0.00528686 0.000267881 0.00295839
internal_weight=0 8881.86 8547.51 7063.41 5154.64 5031.35 1484.1 81.8128 334.35 3680.43 1350.91
internal_count=4780 4378 4259 3411 2265 2222 848 41 119 1786 436
is_linear=0
shrinkage=0.06


Tree=44
num_leaves=12
num_cat=0
split_feature=117 116 104 1 29 13 76 44 140 80 40
split_gain=2.13774 1.9351 2.19013 1.61153 1.68762 1.59848 1.36836 1.25351 1.5892 1.47219 2.65749
threshold=0.12087306752800943 0.010829726699739696 0.0018488886416889729 0.0053125319536775359 0.011519505176693203 0.0026833302108570938 0.0070226341485977182 0.024810968898236755 0.002945306478068233 0.0098710241727530974 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 6 -4 8 -1 10 -10
right_child=3 -3 5 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0027398235680474426 -0.0067520378203793606 -0.0023253012055263955 0.00078849313742189702 0.0096991980222690607 0.0049835560504102819 -0.0048734416547548624 0.0044982566078538245 -0.007532291305442221 0.0064889265823650181 -0.0040133684635939148 -0.00031303253704457416
leaf_weight=1055.3733277320862 64.38250744342804 1292.5802117586136 4749.0145220756531 136.94288194179535 140.1177636384964 168.35136294364929 387.11670625209808 109.2392543554306 263.81658124923706 236.65263593196869 956.41231286525726
leaf_count=706 35 719 2141 41 46 116 102 75 107 149 543
internal_value=0 -0.000172674 0.000178379 0.004662 0.00128886 0.000879533 0.0010681 -0.00124037 -0.000966786 0.000317613 0.00115757
internal_weight=0 9218.56 7925.98 341.443 204.5 5304.48 5136.13 2621.49 2512.25 1456.88 1220.23
internal_count=4780 4658 3939 122 81 2359 2243 1580 1505 799 650
is_linear=0
shrinkage=0.06


Tree=45
num_leaves=12
num_cat=0
split_feature=10 116 29 74 117 100 68 43 79 113 146
split_gain=1.76171 1.77963 2.22391 1.86237 1.70981 1.97381 1.64213 1.73044 1.35146 1.86681 1.45446
threshold=0.022641776129603389 0.0072436286136507997 0.011519505176693203 0.00073092587990686308 0.0095705352723598498 0.0049928687512874612 0.0012357163941487672 0.0068083447404205808 0.010500331409275534 0.019431582652032379 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -8 9 10 -2
right_child=8 -3 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-7.3174461347929668e-05 0.0019268414454537994 -0.0022052740436464958 -0.00025758961447994058 -0.0032998438240586657 -0.0012417479257177365 -0.0011007062530401816 0.0046764352771250699 0.012296431301911021 -0.0042722698820483818 -0.0047119076120765704 0.0072910383662280562
leaf_weight=3605.2891377210617 1459.8861970901489 1577.1283419132233 724.76266229152679 783.99633944034576 117.21291983127594 237.26524066925049 437.51126551628113 142.14521360397339 130.79246485233307 136.13093090057373 207.87935435771942
leaf_count=1922 483 923 360 535 61 104 164 40 64 53 71
internal_value=0 -0.000410266 5.78011e-05 -0.000649509 0.00192928 0.00362599 0.0052353 0.00654504 0.00161701 0.00204401 0.00259546
internal_weight=0 7625.31 6048.18 4389.29 1658.9 934.135 696.869 579.656 1934.69 1803.9 1667.77
internal_count=4780 4109 3186 2457 729 369 265 204 671 607 554
is_linear=0
shrinkage=0.06


Tree=46
num_leaves=12
num_cat=0
split_feature=117 126 110 133 116 141 82 37 1 107 54
split_gain=1.78527 1.99288 1.57602 1.79943 1.45352 1.3896 1.59199 1.46179 1.32513 2.07799 1.24027
threshold=0.034632634371519096 0.0081988852471113222 0.13479631394147876 0.00055427959887310873 0.036783467978239066 0.007706565549597145 0.00017767510871635753 0.0053125319536775359 0.0044099434744566688 0.0010263677686452868 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 7 -7 8 9 -2 -1
right_child=5 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0012265815734476917 -0.005578682481684534 0.0032061958855904445 0.013342166759680148 0.00017650354008658057 -0.0065879581913414163 0.0049180246598129491 -0.0063456525250019918 -0.0022968247549606984 0.007417288302883354 0.0039564690933893143 0.00033735781123030493
leaf_weight=4322.8609539270401 98.431043148040771 540.88208210468292 62.019576787948608 94.040662527084351 147.13848841190338 69.045156836509705 130.65633046627045 157.95155489444733 275.70901226997375 501.4221578836441 3159.8430489301682
leaf_count=2572 59 146 18 48 102 26 74 70 91 186 1388
internal_value=0 -0.000315541 -0.000560193 0.00540864 -0.00068228 0.00213056 -0.00245133 0.0030159 0.00397431 0.00239183 -0.000566151
internal_weight=0 8326.78 7785.9 156.06 7629.84 1233.22 199.701 1033.51 875.562 599.853 7482.7
internal_count=4780 4274 4128 66 4062 506 100 406 336 245 3960
is_linear=0
shrinkage=0.06


Tree=47
num_leaves=12
num_cat=0
split_feature=124 127 4 80 94 53 117 63 42 122 91
split_gain=1.52475 2.26752 1.44034 1.38064 1.3261 1.48014 1.30653 1.26859 1.75457 1.80608 1.61611
threshold=0.0015349716995842757 0.0036604277556762104 0.002945306478068233 0.00090704852482303988 0.0098710241727530974 0.059226244688034065 0.034632634371519096 0.00052132029668428015 0.0035485138650983576 0.0015349716995842757 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 10 -9 -10 -1
right_child=-2 2 4 -5 -6 -7 -8 8 9 -11 -12
leaf_value=0.0028711977845178316 -0.00086304869436558071 -0.0003340920387873013 0.0048591427618390531 -0.006368794956078931 -0.0073485861463618391 -0.0066624992488434672 0.0034894907423538317 -0.0017593161640614733 0.00056704830265925064 0.0069100531894949781 -0.006759611599297128
leaf_weight=1150.8628224134445 4161.4816696643829 229.29157519340515 223.82183003425598 337.17919623851776 55.937226891517639 48.911646842956543 755.6460268497467 1137.5312697887421 1206.3965014219284 186.5984126329422 66.341890215873718
leaf_count=457 2325 118 91 197 36 28 283 674 475 62 34
internal_value=0 0.000665286 -0.00209283 -0.00392612 0.00106687 0.00279287 0.00121352 0.000754623 -1.09808e-05 0.00141672 0.00234629
internal_weight=0 5398.52 895.141 566.471 328.671 272.733 4503.38 3747.73 2530.53 1392.99 1217.2
internal_count=4780 2455 470 315 155 119 1985 1702 1211 537 491
is_linear=0
shrinkage=0.06


Tree=48
num_leaves=12
num_cat=0
split_feature=138 31 106 122 34 32 64 116 110 65 87
split_gain=1.46604 1.82184 1.78135 1.86887 2.49094 1.6011 1.71508 1.87884 2.69879 1.31058 1.5253
threshold=0.0022975050378590827 0.010500331409275534 0.0019071503775194289 0.0026833302108570938 0.0018488886416889729 0.013860232196748258 0.00046126570669002836 0.0016846025246195497 0.011519505176693203 0.0019071503775194289 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -6 10 -5
right_child=-2 -3 3 9 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00087682269124846231 -0.001474885889383791 -0.0028487184260641524 0.0036102127480482356 0.0097490463167179339 0.0036919476940104343 0.011530378791337328 0.0086337860015575293 -0.00089704130811919195 -0.0055316897239022231 0.012397641696851478 0.00014429326337374101
leaf_weight=1994.6373765468597 1935.1120095252991 583.08906376361847 987.50473427772522 91.677731871604919 750.04014730453491 44.521266222000122 82.556634664535522 2708.9515846967697 134.71123039722443 77.490437388420105 169.7078515291214
leaf_count=1127 1164 333 403 31 266 17 34 1254 62 25 64
internal_value=0 0.00037431 0.000641189 0.00124111 0.000931361 0.000220387 8.34172e-05 -0.000113007 0.00228757 0.00554467 0.00351304
internal_weight=0 7624.89 7041.8 5047.16 4708.29 3720.78 3676.26 3593.7 884.751 338.876 261.386
internal_count=4780 3616 3283 2156 2036 1633 1616 1582 328 120 95
is_linear=0
shrinkage=0.06


Tree=49
num_leaves=12
num_cat=0
split_feature=37 146 42 113 44 50 136 88 65 125 116
split_gain=1.75197 1.9687 1.80323 1.89677 1.63035 1.78159 1.54676 1.70255 1.4342 1.69819 1.1667
threshold=0.0027679565828293566 0.011519505176693203 0.0015833032084628942 0.019431582652032379 0.019431582652032379 0.018276390619575981 0.0011261500185355546 0.0062037324532866487 0.0030382014811038975 0.00062670491752214741 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -3 10 8 9 -8 -4
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00099142743195318309 -0.0027843485953446935 -0.0019275132786863833 0.0010642754625816658 -0.0034416178341554016 0.012198923030810764 0.0086679423257825464 0.0071561343935311605 -0.0034260577280482069 0.0098662093469723561 0.00029851782917375482 -0.0032022558397497179
leaf_weight=2393.0825551748276 1358.3775644302368 241.99110198020935 4081.6817096471786 327.5232720375061 50.331347346305847 74.787170767784119 231.86356270313263 104.30919146537781 155.5886242389679 295.90573418140411 244.55823421478271
leaf_count=1445 793 138 1755 144 19 33 72 56 53 132 140
internal_value=0 -0.00173076 0.000381185 0.000984845 0.00216774 0.000573934 0.00126834 0.00371385 0.00480371 0.00331126 0.000823093
internal_weight=0 1725.49 7834.51 5441.43 367.11 316.778 5113.91 787.667 683.358 527.769 4326.24
internal_count=4780 983 3797 2352 190 171 2208 313 257 204 1895
is_linear=0
shrinkage=0.06


Tree=50
num_leaves=12
num_cat=0
split_feature=116 147 54 40 116 140 53 29 106 80 128
split_gain=1.50849 1.56406 1.70782 1.6589 1.25892 1.48031 1.30729 1.97605 1.84784 1.25216 1.49385
threshold=0.036783467978239066 0.01884530205279589 0.014293605927377941 0.022641776129603389 0.0010585968848317864 0.0034400182776153092 0.040252277627587325 0.0068083447404205808 0.0011980500421486797 0.0084566329605877417 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 8 -1 -7 -11
right_child=-2 -3 3 -5 -6 9 -8 -9 -10 10 -12
leaf_value=-0.0028928557093762393 -0.0054505795579464066 -0.001766777152301418 0.0023636737352277664 -0.0074444203281583098 -0.00063170357540752117 0.0037145565801052086 0.0093015852794838174 -0.0093078800073540194 0.0035720361253982792 0.0011116752897750346 -0.010746541897555403
leaf_weight=376.15779483318329 179.36377573013306 1373.0316187143326 1786.9427093267441 64.314440250396729 4242.6963815689087 865.5610978603363 43.913516759872437 97.687159299850464 275.90835857391357 207.53901839256287 46.884196877479553
leaf_count=240 117 860 566 40 2267 356 14 66 124 96 34
internal_value=0 0.000104219 0.000425031 0.00202293 -5.54693e-05 0.00122208 -0.000760282 -0.00134961 -0.00015737 0.00262687 -0.00107351
internal_weight=0 9380.64 8007.6 1851.26 6156.35 1913.65 793.667 749.753 652.066 1119.98 254.423
internal_count=4780 4663 3803 606 3197 930 444 430 364 486 130
is_linear=0
shrinkage=0.06


Tree=51
num_leaves=12
num_cat=0
split_feature=37 97 92 146 50 110 141 117 145 99 1
split_gain=1.51004 1.6909 1.30342 1.56854 2.52662 1.28331 1.55815 1.9178 1.47878 1.85041 1.42898
threshold=0.0027679565828293566 0.0030382014811038975 0.0034400182776153092 0.011519505176693203 0.018276390619575981 0.13479631394147876 0.016668972559273246 0.034632634371519096 0.0045489775948226461 0.11759182065725328 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 7 8 9 -1 -9
right_child=2 -3 3 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00067440348914820075 -0.003417503434795072 -0.0019970079074774199 -0.0014843631629781928 -0.00025015482466578509 0.013150223508951243 0.005748881607306861 -0.0024207322632364523 0.0018696650427953258 0.0016401820640739332 0.0074697485210723016 0.0072896542618232875
leaf_weight=3063.8090167045593 782.31408071517944 965.66468918323517 715.70477700233459 151.32952272891998 76.138804078102112 175.51793265342712 579.91418206691742 574.72156095504761 2119.1869874000549 103.83757638931274 251.86093831062317
leaf_count=1677 468 578 406 80 29 66 328 233 792 43 80
internal_value=0 0.000353888 -0.00160682 -0.000104943 0.00423526 0.000684391 0.000551586 0.000833538 0.000413338 -0.000407433 0.00352114
internal_weight=0 7834.51 1725.49 943.173 227.468 6868.85 6693.33 6113.42 5286.83 3167.65 826.582
internal_count=4780 3797 983 515 109 3219 3153 2825 2512 1720 313
is_linear=0
shrinkage=0.06


Tree=52
num_leaves=12
num_cat=0
split_feature=21 1 138 98 106 143 68 147 119 28 116
split_gain=1.36895 1.47889 1.42002 3.11912 2.38345 2.07781 1.77109 1.31825 1.29935 1.2635 1.84736
threshold=0.0092791137285530585 0.0044099434744566688 0.0014881226234138014 0.0084566329605877417 0.0011980500421486797 0.013032016810029747 0.0014881226234138014 0.015200819820165636 0.00044738779251929378 0.00046126570669002836 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 6 -3 -2 -8 10 -1
right_child=7 2 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0012836950654563845 0.0023168955889335909 -0.0056183928967348303 -0.0014463171638224178 -0.0024583208843288041 0.0069588489413980603 -0.0062721698933745186 0.0041908465159551447 -0.0069029336877703597 -0.0037917358966581692 -0.0015521724983159973 -0.00171400955581955
leaf_weight=1937.3679374456406 1164.1798092126846 111.06250274181366 544.24174427986145 118.42841875553131 528.64931511878967 169.70299625396729 409.40409004688263 58.640493512153625 89.446080327033997 3231.3435733318329 1197.5331071615219
leaf_count=903 384 84 328 67 187 112 180 28 52 1853 602
internal_value=0 -0.000274972 0.00116123 0.00215593 0.00523531 -0.000399947 0.00123395 0.00187476 0.00275953 -0.000719607 0.000138571
internal_weight=0 8337.18 1970.94 1426.69 647.078 779.616 609.913 1222.82 498.85 6366.24 3134.9
internal_count=4780 4368 1010 682 254 428 316 412 232 3358 1505
is_linear=0
shrinkage=0.06


Tree=53
num_leaves=12
num_cat=0
split_feature=116 31 117 54 53 71 37 65 21 56 18
split_gain=1.28328 1.32337 1.26785 1.20838 1.70426 1.58087 1.74519 1.5148 1.78965 1.60656 1.5247
threshold=0.036783467978239066 0.014293605927377941 0.12087306752800943 0.0020292587578296666 0.00017767510871635753 0.15819545835256579 0.0027679565828293566 0.0026012937305495147 0.00087947337306104611 0.00080172589514404546 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 10 -9 -10 -6
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.00079957321416413091 -0.0050272641121001946 -0.0024832064332961116 0.003949373341277063 -0.0063514649882479395 0.0014740535671616604 0.0050764488675942437 -0.001913122257610367 -0.0023370277701587408 0.003631417876335172 0.011793916284366851 -0.0012407028345221051
leaf_weight=3063.5270373821259 179.36377573013306 665.30536246299744 328.53942465782166 120.72328221797943 2356.6515743732452 301.51646900177002 826.77213501930237 133.8312121629715 382.58533596992493 112.28285694122314 1088.901602268219
leaf_count=1793 117 392 117 89 929 101 442 79 149 42 530
internal_value=0 9.61245e-05 0.000293024 0.000149792 0.00069615 0.000859687 0.000600267 0.0011103 0.0038187 0.00548344 0.000616106
internal_weight=0 9380.64 8715.33 8386.79 5323.26 5202.54 4901.02 4074.25 628.699 494.868 3445.55
internal_count=4780 4663 4271 4154 2361 2272 2171 1729 270 191 1459
is_linear=0
shrinkage=0.06


Tree=54
num_leaves=12
num_cat=0
split_feature=147 116 107 1 138 106 101 75 68 45 150
split_gain=1.09546 1.37303 1.16785 1.08882 1.78559 2.24092 1.99838 1.68207 1.46891 1.65466 1.47545
threshold=0.028884131461381916 0.010829726699739696 0.00046126570669002836 0.0037758676335215573 0.0014881226234138014 0.00099512818269431613 0.028020657598972324 0.00093549740267917525 0.0035485138650983576 0.0045489775948226461 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7 -10 -11
right_child=-2 -3 3 4 -6 6 7 -9 9 10 -12
leaf_value=-0.0018885034948865368 -0.0019598473924043189 -0.0016080469333880577 0.000327321759558523 -0.0035765180704815545 -0.0013789552301108996 -0.00066611179501897409 0.0044962989643520905 0.018028503752554131 0.0082298560316992671 -0.0058432322390622243 0.0038338885546438145
leaf_weight=657.12749540805817 927.15285038948059 1274.0706038475037 5065.1850453615189 152.47695446014404 399.67038810253143 254.89483034610748 67.761590719223022 64.586709022521973 279.49164342880249 67.693523526191711 349.88843357563019
leaf_count=421 596 697 2309 91 228 143 25 20 99 30 121
internal_value=0 0.000210484 0.000525338 0.000762026 0.00210752 0.00323418 0.0041919 0.0111001 0.00323149 0.0046567 0.00226515
internal_weight=0 8632.85 7358.78 6701.65 1636.46 1236.79 1084.32 132.348 951.968 697.074 417.582
internal_count=4780 4184 3487 3066 757 529 438 45 393 250 151
is_linear=0
shrinkage=0.06


Tree=55
num_leaves=12
num_cat=0
split_feature=113 21 21 131 63 65 8 43 91 108 68
split_gain=1.15822 1.76705 1.51149 1.26553 1.23719 1.76222 1.25422 1.13828 1.64446 1.51551 1.63054
threshold=0.019431582652032379 0.0068083447404205808 0.015675474889576439 0.011880517937242987 0.0068083447404205808 0.0051502294372767219 0.0095705352723598498 0.0081988852471113222 0.0058306583669036635 0.0038949446752667431 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 8 9 -1 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00065188749418732634 -0.0080869117234476772 -5.3024028045051422e-05 0.0031706333484243072 -0.0019938764427155408 -0.0031268624810863576 0.008215818424726587 -0.0029561571446019221 0.0022117628789776089 -0.0038097744841318519 -0.0013671249984009088 0.0022097294421350943
leaf_weight=2485.7132277488708 158.21896839141846 261.38558340072632 556.89262497425079 1062.0050704479218 727.25201678276062 94.784546375274658 58.504359126091003 1154.0377041101456 355.14912188053131 590.65432608127594 2055.4025188684464
leaf_count=1406 98 95 161 600 463 41 38 462 211 349 856
internal_value=0 -0.00308234 0.0001415 -5.50288e-05 0.000218729 -0.00189455 0.00395191 0.000498934 0.000138683 0.00041194 0.0014113
internal_weight=0 419.605 9140.4 8583.5 7521.5 880.541 153.289 6640.96 5486.92 5131.77 2646.06
internal_count=4780 193 4587 4426 3826 542 79 3284 2822 2611 1205
is_linear=0
shrinkage=0.06


Tree=56
num_leaves=12
num_cat=0
split_feature=127 68 20 47 84 130 25 40 34 51 68
split_gain=1.17903 1.28456 1.68627 1.4383 1.38014 1.48298 1.31467 1.18754 1.04674 0.961633 0.956294
threshold=0.0012745757703669371 0.0035485138650983576 0.00062670491752214741 0.057509137317538268 0.00017767510871635753 0.0010585968848317864 0.00042089859198313212 0.013439828064292671 0.064669914543628707 0.0092791137285530585 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 -4 9 -5 -3 -1 -6 -11
right_child=-2 2 4 6 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00071600712631323272 -0.001131480392916375 0.0031947722606411539 -0.002668297875015694 0.00047162879739115921 -0.00050123420121964569 0.011555324278138988 -0.009232408103659287 -0.001846333157303773 0.0062941910786946482 -6.970136787651197e-05 0.0071298694987679658
leaf_weight=2978.6706839799881 2461.6706627607346 1818.4144022464752 588.50045228004456 201.59765815734863 869.13952744007111 45.129015684127808 66.949639678001404 185.37805843353271 78.705936312675476 129.50889873504639 136.33513247966766
leaf_count=1785 1314 684 269 56 379 20 37 104 31 63 38
internal_value=0 0.000392393 0.00109447 0.00217579 -0.000294825 0.000888782 -0.00194762 0.0027284 -0.000535544 0.000464661 0.00362252
internal_weight=0 7098.33 4040.95 2272.34 1768.61 1180.11 268.547 2003.79 3057.38 1134.98 265.844
internal_count=4780 3466 1650 881 769 500 93 788 1816 480 101
is_linear=0
shrinkage=0.06


Tree=57
num_leaves=12
num_cat=0
split_feature=88 127 33 135 21 26 116 71 72 39 63
split_gain=1.01218 1.22772 0.909166 1.17335 0.879024 1.14655 1.14206 1.87684 1.0336 0.979283 1.77607
threshold=0.018276390619575981 0.0036604277556762104 0.0027679565828293566 0.010500331409275534 0.00017767510871635753 0.0012357163941487672 0.0022975050378590827 0.02129978779703379 0.00017767510871635753 0.0014881226234138014 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 6 7 -6 -8 10 -10
right_child=2 4 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=0.00049633441334401523 -0.003473365145254129 -0.0051651236476251278 -0.0007791250860871374 0.010785922052769382 -0.0018989408042071857 -0.0075894286280926088 -0.0086729202860678072 0.0064876880582527387 -0.0052937433416781719 -0.0027261754265225499 0.0055601734080539819
leaf_weight=7358.6404795646667 532.6847939491272 196.05013525485992 224.49279141426086 36.751802325248718 190.71652448177338 84.175681471824646 69.448704719543457 193.55592548847198 80.529184699058533 426.48914217948914 166.46490263938904
leaf_count=3497 367 130 137 16 93 58 44 75 40 259 64
internal_value=0 0.000185798 -0.00205146 0.000847842 -0.00143782 -0.000834592 -0.000330165 0.00232536 -0.0017037 -0.000985045 0.0020214
internal_weight=0 8766.07 793.929 261.245 1407.43 1211.38 1127.2 384.272 742.932 673.483 246.994
internal_count=4780 4260 520 153 763 633 575 168 407 363 104
is_linear=0
shrinkage=0.06


Tree=58
num_leaves=12
num_cat=0
split_feature=37 95 32 71 137 108 147 115 31 110 42
split_gain=1.10119 1.42818 2.26151 3.6013 1.23605 1.21802 1.17644 1.2906 1.18675 1.40985 1.23676
threshold=0.0027679565828293566 0.0058306583669036635 0.0042751494329422721 0.02129978779703379 0.00017767510871635753 0.021960759535431865 0.028884131461381916 0.0033348383149132137 0.014293605927377941 0.13479631394147876 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 8 -8 9 10 -1
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00071921010023802119 0.00023740053936880908 -0.0041820647810633903 -0.0016865677015999712 0.01666909121390316 -0.005098136403418576 0.0057937471730500198 0.0063386679444682155 -0.002601191021937775 -0.0023770178565877304 0.0062065328620932109 0.0011354657639667466
leaf_weight=1799.7298177480698 702.06202006340027 472.765589594841 86.810880899429321 69.113224029541016 353.45715260505676 41.278317332267761 63.167008519172668 729.68301463127136 466.01227831840515 166.53296983242035 4609.3877946138382
leaf_count=1056 360 290 55 21 240 17 29 475 262 59 1916
internal_value=0 -0.00137216 -0.000311725 0.00644956 -0.00127293 -0.00395915 0.000302207 -0.00188895 0.000548917 0.000756277 0.000614658
internal_weight=0 1725.49 1252.72 155.924 1096.8 394.735 7834.51 792.85 7041.66 6575.65 6409.12
internal_count=4780 983 693 76 617 257 3797 504 3293 3031 2972
is_linear=0
shrinkage=0.06


Tree=59
num_leaves=12
num_cat=0
split_feature=113 8 126 29 143 147 59 74 1 149 66
split_gain=1.04727 1.49254 1.03785 1.31052 2.02232 1.64411 1.19633 0.894897 0.895145 1.50123 1.79745
threshold=0.019431582652032379 0.0013560238294303419 0.013032016810029747 0.074787221848964705 0.0079489401541650313 0.00043393640953581786 0.0022975050378590827 0.0036604277556762104 0.0032328735105693345 0.0013986918493174019 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 6 -6 -5 8 -1 -10 -11
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 -12
leaf_value=-0.00040534350376759287 -0.012177990075192487 -0.0015461842397022617 0.003358967804800782 0.0020541720251929991 -0.010060497104152889 0.0031506170532893457 0.012160013506184461 -0.0030396672746280393 -0.00078599312250402203 0.00357746900501413 -0.0014765311598948937
leaf_weight=5775.3277336359024 54.653660774230957 364.95089101791382 345.77032172679901 70.328722953796387 51.478779077529907 99.379128575325012 105.32534408569336 365.61699712276459 987.82564914226532 1000.0681266784668 339.27471339702606
leaf_count=2933 35 158 90 27 30 37 29 252 570 433 186
internal_value=0 -0.00293098 0.000134551 7.77994e-06 0.00373778 -0.00135755 0.00811382 -0.000136041 -5.01731e-06 0.000988471 0.00229722
internal_weight=0 419.605 9140.4 8794.63 326.512 150.858 175.654 8468.11 8102.5 2327.17 1339.34
internal_count=4780 193 4587 4497 123 67 56 4374 4122 1189 619
is_linear=0
shrinkage=0.06


Tree=60
num_leaves=12
num_cat=0
split_feature=37 97 90 32 142 144 141 45 58 72 117
split_gain=0.976076 1.13282 1.13101 1.41371 1.79968 1.13016 1.26035 1.15672 1.40256 1.47318 1.54537
threshold=0.0027679565828293566 0.0030382014811038975 0.00046126570669002836 0.0042751494329422721 0.0079489401541650313 0.021960759535431865 0.016668972559273246 0.0016846025246195497 0.0015349716995842757 0.0042751494329422721 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 7 -1 9 -9 -11
right_child=2 -3 -4 4 -6 -7 -8 8 -10 10 -12
leaf_value=-0.00052761957372806886 -0.0014249589309610802 -0.001639694899573392 -0.0057051445623055612 -0.00068830905605591524 0.011449801278178261 -0.004060969705840729 -0.002002718914581661 0.0047154343090506454 0.000800395066615459 -0.0011193880970203193 0.011618556221908074
leaf_weight=1474.4430525302887 1356.15076816082 965.66468918323517 186.45742297172546 109.30732154846191 73.571671843528748 185.78160631656647 574.77991759777069 774.49597072601318 3478.8626837730408 342.3815279006958 38.103435635566711
leaf_count=843 766 578 120 70 27 122 324 280 1442 196 12
internal_value=0 0.000284521 -0.00129186 -0.000757175 0.00419482 0.000555039 0.000683359 0.000936114 0.00140186 0.0032135 0.000156246
internal_weight=0 7834.51 1725.49 1539.03 182.879 6868.85 6683.07 6108.29 4633.84 1154.98 380.485
internal_count=4780 3797 983 863 97 3219 3097 2773 1930 488 208
is_linear=0
shrinkage=0.06


Tree=61
num_leaves=12
num_cat=0
split_feature=113 80 31 29 145 27 83 91 83 143 56
split_gain=0.9354 1.45266 0.847412 1.18775 1.02208 1.5471 1.01393 0.972207 1.51768 1.12574 0.908056
threshold=0.019431582652032379 0.0010585968848317864 0.014293605927377941 0.074787221848964705 0.0045489775948226461 0.0084566329605877417 0.02636832278221846 0.0028552538715302949 0.076978169381618514 0.0079489401541650313 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 -7 8 9 -5 -6
right_child=1 -3 -4 7 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00037158404239519499 0.00064672126144190475 -0.0064176818255731885 -0.0019712055545737924 0.0080303382458863874 0.0012100735841803921 -0.0041616520888715144 0.0044382167429596634 0.0094396522763374457 -0.0074326003943752713 -0.0014560405044283624 0.005607514207267481
leaf_weight=5129.6502791643143 216.66011559963226 202.94443619251251 644.02442073822021 116.26968967914581 2509.6098544597626 293.87342894077301 59.316310167312622 83.30051851272583 49.58746349811554 73.503604650497437 181.25994658470154
leaf_count=2862 93 100 383 35 937 186 26 27 26 32 73
internal_value=0 -0.00277002 0.000127162 0.000286219 0.00014527 0.00101624 -0.00271735 0.00385675 0.00191383 0.00435604 0.00150629
internal_weight=0 419.605 9140.4 8496.37 8173.71 3044.06 353.19 322.661 239.361 189.773 2690.87
internal_count=4780 193 4587 4204 4084 1222 212 120 93 67 1010
is_linear=0
shrinkage=0.06


Tree=62
num_leaves=12
num_cat=0
split_feature=116 47 97 148 116 136 62 22 69 76 0
split_gain=1.00581 1.04768 0.863535 1.17653 0.851422 1.30259 1.78459 1.54113 1.37535 1.57551 1.30341
threshold=0.036783467978239066 0.024066280573606495 0.00064626874518580746 0.0028552538715302949 0.0026833302108570938 0.00040826165059115743 0.00050559637020342063 0.00060774214216507982 0.010829726699739696 0.0033348383149132137 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 10 9 -8 -7
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.00043372594973280768 -0.00029260582388238423 -0.0095078240232921874 -0.0035070337407592952 -0.00023677539511716305 -0.00030856469237377978 0.0053150058556716111 -0.0040774483792494149 -0.0017846980143852247 0.0079898817753312878 0.006580508569826937 0.013983243021797518
leaf_weight=2845.1457275152206 98.431043148040771 80.932732582092285 481.75055241584778 2226.0925360918045 2954.2488474845886 345.90160083770752 236.38522243499756 89.582214713096619 62.019576787948608 63.303142905235291 76.206871271133423
leaf_count=1350 59 58 297 1229 1435 128 121 42 18 19 24
internal_value=0 -0.00445071 8.51004e-05 -0.000818585 0.000451819 0.00105592 0.00308274 0.00536303 -0.000143078 -0.00182617 0.00687996
internal_weight=0 179.364 9380.64 2707.84 6672.79 3718.54 873.399 511.691 361.708 299.688 422.108
internal_count=4780 117 4663 1526 3137 1702 352 194 158 140 152
is_linear=0
shrinkage=0.06


Tree=63
num_leaves=12
num_cat=0
split_feature=116 31 136 0 29 122 35 76 40 71 85
split_gain=0.888734 0.792595 1.0129 2.3741 1.20022 1.34859 1.61898 1.80223 1.73218 2.7865 1.30968
threshold=0.036783467978239066 0.014293605927377941 0.00017767510871635753 0.00017767510871635753 0.074787221848964705 0.0019672545604407792 0.011169348377734424 0.000490355829242617 0.0036604277556762104 0.015200819820165636 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -8 -10 -7
right_child=-2 -3 3 4 -6 10 8 -9 9 -11 -12
leaf_value=-0.00024077194992456745 -0.0041836647947606576 -0.0019161515866844923 0.0079689334964995941 -0.0024763101588106649 0.0053934027507328538 0.0062147181744777163 -0.00099103389062019293 0.0010608413263325984 0.00042101328596582901 0.015928588521137745 -0.0033952214050121548
leaf_weight=5677.5044399499893 179.36377573013306 665.30536246299744 171.73530149459839 1030.0520519018173 184.03128039836884 238.07719171047211 137.74997770786285 1044.3219794034958 84.243748664855957 82.624701857566833 64.990256905555725
leaf_count=2877 117 392 58 565 60 92 77 422 53 29 38
internal_value=0 7.99943e-05 0.000232375 0.00111666 0.00070607 0.000384445 -9.57635e-05 -0.000695568 0.00398875 0.00809957 0.00415395
internal_weight=0 9380.64 8715.33 3037.83 2866.09 2682.06 2378.99 2074.37 304.618 166.868 303.067
internal_count=4780 4663 4271 1394 1336 1276 1146 987 159 82 130
is_linear=0
shrinkage=0.06


Tree=64
num_leaves=12
num_cat=0
split_feature=37 119 146 146 21 110 40 1 110 38 54
split_gain=0.826014 1.45615 1.31287 2.01604 1.06329 1.03634 1.44447 1.00808 0.951203 1.3151 1.14484
threshold=0.0027679565828293566 0.00047558375808876013 0.013439828064292671 0.018276390619575981 0.0011261500185355546 0.13479631394147876 0.00080172589514404546 0.0079489401541650313 0.0072436286136507997 0.0026012937305495147 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 -4 8 -7 -2 10 -10 -1
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00037910569777699013 -0.0021697731497970891 -0.0055595453767032675 0.014213544924601624 -0.0015404593867858081 0.0031769749986103233 0.0088031840855493874 -0.0026182361005715844 0.0022274890830130938 -0.0023452720878536786 0.0076573187074374521 0.0011759243369389534
leaf_weight=3436.6509401798248 986.40594863891602 236.720703125 64.586709022521973 144.77555775642395 61.20762574672699 114.31030690670013 61.20762574672699 231.7906402349472 790.63293743133545 50.331347346305847 3381.3797260522842
leaf_count=1970 579 144 20 85 30 36 30 125 381 19 1361
internal_value=0 -0.00118841 -0.000493379 0.00328728 0.00884349 0.000261737 0.00482024 -0.00133309 0.000157272 -0.00174662 0.000392106
internal_weight=0 1725.49 1488.77 270.57 125.794 7834.51 175.518 1218.2 7658.99 840.964 6818.03
internal_count=4780 983 839 135 50 3797 66 704 3731 400 3331
is_linear=0
shrinkage=0.06


Tree=65
num_leaves=12
num_cat=0
split_feature=127 53 50 1 38 75 117 106 14 133 148
split_gain=0.804693 1.23596 1.00676 1.56728 1.44776 1.3189 1.15252 0.958553 0.829067 0.877947 1.41827
threshold=0.0012745757703669371 0.12945349514484408 0.037906534969806678 0.0037758676335215573 0.00077738583786413084 0.0010918468469753864 0.04673989117145539 0.0035485138650983576 0.0095705352723598498 0.0022272822679951791 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 7 5 6 -5 -4 9 -1 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.001389959453702506 -0.0011941560461062031 -0.0085054039451748619 -0.0083777994456499926 -0.0095664350393561293 0.012455012796313288 0.010011039300788125 0.0046861603653521374 0.0018254017957016911 -0.0019379496317145088 -0.0055936683668092917 0.00018972462496843746
leaf_weight=2516.2173207998276 2051.2552753686905 75.258785843849182 59.112108588218689 42.425749063491821 72.963922381401062 45.804832339286804 39.387001752853394 75.462987422943115 538.9713454246521 158.89478504657745 3884.2459541559219
leaf_count=1071 1113 46 41 28 24 18 13 31 334 96 1965
internal_value=0 -0.000934761 -0.00069601 0.00235279 0.00571354 0.00185918 -0.00270483 -0.00265635 0.000324171 0.000510046 -3.75618e-05
internal_weight=0 2461.67 2386.41 335.157 200.582 127.618 81.8128 134.575 7098.33 6559.36 4043.14
internal_count=4780 1314 1268 155 83 59 41 72 3466 3132 2061
is_linear=0
shrinkage=0.06


Tree=66
num_leaves=12
num_cat=0
split_feature=31 37 147 115 17 135 39 110 99 148 131
split_gain=0.704888 0.851432 1.19071 1.17327 1.01385 1.38943 1.14671 1.12647 1.14173 1.84365 1.29449
threshold=0.014293605927377941 0.0020932231564074759 0.028884131461381916 0.0033348383149132137 0.011169348377734424 0.015200819820165636 0.028884131461381916 0.13479631394147876 0.11759182065725328 0.0005893622583243997 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 10 -10 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00010029086567034841 -0.001864550433884321 -0.0009981654636476516 0.0060310114465951473 -0.0026105260057388301 -0.0007458761629789896 -0.011216170994343761 -0.0052352611441416896 0.0060945553742181658 0.015077390177176636 0.0014708076017556876 0.0017910060903903052
leaf_weight=2791.3720849752426 678.14102363586426 1862.2939320802689 61.883442401885986 657.66717767715454 589.98336470127106 49.451329112052917 105.38855600357056 156.87219035625458 52.966546773910522 110.93122363090515 2443.0491968393326
leaf_count=1298 402 1034 28 429 303 36 72 54 16 46 1062
internal_value=0 0.000142361 0.000444943 -0.00186733 0.000709037 -0.00155561 0.000964857 0.00108248 0.000936833 0.00586802 0.00078243
internal_weight=0 8881.86 7019.57 719.551 6300.01 639.435 5660.58 5555.19 5398.32 163.898 5234.42
internal_count=4780 4378 3344 457 2887 339 2548 2476 2422 62 2360
is_linear=0
shrinkage=0.06


Tree=67
num_leaves=12
num_cat=0
split_feature=60 117 29 121 24 70 61 8 147 29 146
split_gain=0.825308 0.822345 1.27624 0.74433 0.772289 1.12491 0.951527 1.07226 0.865973 0.913614 0.985995
threshold=0.079227816313505187 0.12087306752800943 0.011519505176693203 0.16240125149488452 0.031632266007363803 0.00082683752407319855 0.0084566329605877417 0.012252715881913902 0.00747153488919139 0.007706565549597145 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 8 9 -8 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.00016450244334514767 -0.0050081337448589858 -0.0025677685672520168 0.0054275439093572605 -0.0045512471674283798 0.0088230985817879665 0.00024387439258492731 0.001688584743116663 -0.010728717260836983 -0.0043786448732611848 -0.0038174158144125689 0.0038819847225266416
leaf_weight=7647.4915020465851 117.00871825218201 103.76950919628143 233.82294547557831 130.11664819717407 87.083149671554565 149.43820714950562 394.341632604599 45.668697953224182 254.75869596004486 322.99675703048706 73.503604650497437
leaf_count=3909 76 48 71 66 35 76 143 28 153 143 32
internal_value=0 6.20561e-05 0.00296994 -4.57567e-05 1.95604e-05 0.0034026 -7.20042e-05 -0.00172942 -0.00133635 -0.000356321 -0.00239009
internal_weight=0 9442.99 337.592 9105.4 8975.28 236.521 8738.76 1091.27 1045.6 790.842 396.5
internal_count=4780 4704 119 4585 4519 111 4408 499 471 318 175
is_linear=0
shrinkage=0.06


Tree=68
num_leaves=12
num_cat=0
split_feature=82 117 58 117 94 59 125 112 87 42 107
split_gain=0.881121 1.22299 1.14755 1.23972 1.00557 0.982601 1.5789 1.16203 1.27032 1.2486 1.22422
threshold=0.0087224207818508166 0.010829726699739696 0.011519505176693203 0.022641776129603389 0.00043393640953581786 0.0098710241727530974 0.001792412775103003 0.0033348383149132137 0.0011615398107096555 0.022641776129603389 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 -4 -2 -1 7 8 9 10 -7
right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00053641863482702622 -0.004834615615578435 -0.01032596343690304 -0.0071938770135439823 0.0012169835614179497 0.00084073332983245559 -0.0018041446931973402 0.00039566426296893634 -0.011841411336625673 6.4585702359553295e-05 0.0053242873998986893 -0.00986051566527971
leaf_weight=6718.179922580719 138.42579436302185 91.201261520385742 112.75447201728821 143.22457814216614 597.55348229408264 113.83383655548096 1064.1686547994614 52.762345194816589 324.07612156867981 35.536303400993347 168.28329575061798
leaf_count=3281 75 66 55 56 271 71 584 31 159 10 121
internal_value=0 -0.00161143 -0.00454686 -0.00248786 -0.000226708 0.000205906 -0.00105667 -0.00328208 -0.00257834 -0.0052747 -0.00660978
internal_weight=0 1083.16 347.18 255.979 735.979 8476.84 1758.66 694.492 641.73 317.653 282.117
internal_count=4780 523 177 111 346 4257 976 392 361 202 192
is_linear=0
shrinkage=0.06


Tree=69
num_leaves=12
num_cat=0
split_feature=82 100 38 29 37 21 148 107 91 133 66
split_gain=0.807527 1.66378 1.54222 1.46253 1.45648 1.26738 1.22818 1.18948 1.88707 1.15767 1.08034
threshold=0.00055427959887310873 0.00017767510871635753 0.0017376682371832433 0.04673989117145539 0.0016331639490090313 0.0092791137285530585 0.011519505176693203 0.015675474889576439 0.0042751494329422721 0.0070226341485977182 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 -3 -4 -7 10 -8 -9
right_child=1 2 3 -5 -6 7 9 8 -10 -11 -12
leaf_value=0.00079216346080442958 -0.0038148797206874678 -0.00094047277329414891 0.0012381545218709427 0.0094877779080397521 -0.0028589547244757146 0.0034881900309644436 0.003003202885429527 -0.0008877574986876195 0.0086993032205975179 0.013412086841556673 -0.0091339279700446991
leaf_weight=3120.4998379945755 471.55009067058563 4224.7993783950806 400.41912722587585 89.786416292190552 210.37356412410736 499.73504388332367 88.974465250968933 250.57737219333649 61.411827325820923 67.761590719223022 74.111354112625122
leaf_count=1610 284 2200 173 27 126 167 39 79 15 25 35
internal_value=0 -0.000383872 -0.000112776 0.00224216 0.00139456 -0.000507819 0.00300062 0.00155563 -0.000945711 0.00750327 -0.00276998
internal_weight=0 6439.5 5967.95 857.315 767.529 5110.63 557.155 885.836 386.101 156.736 324.689
internal_count=4780 3170 2886 390 363 2496 237 296 129 64 114
is_linear=0
shrinkage=0.06


Tree=70
num_leaves=12
num_cat=0
split_feature=21 58 37 1 149 138 26 108 28 115 51
split_gain=0.690273 1.24781 1.00911 0.963262 1.40135 1.71153 1.38557 1.30789 1.22809 1.20829 1.30466
threshold=0.015675474889576439 0.011519505176693203 0.00044738779251929378 0.0044099434744566688 0.0041444667149335155 0.00064626874518580746 0.00046126570669002836 0.021960759535431865 0.00046126570669002836 0.00017767510871635753 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 7 -6 8 9 -7 10 -5
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00048451877100442418 0.0035955657379627003 -0.0049350805592486956 0.0033883119602098177 -0.00093632328748785023 0.0052678558724466376 0.0096450779911315745 -0.0064156616356018095 0.0058776562342914025 -0.0013765969201939142 -3.8476727622064829e-05 -0.012265878625654095
leaf_weight=6824.9687579870224 466.49845921993256 141.33326256275177 83.368585705757141 85.123766899108887 469.80462002754211 57.493061780929565 98.431043148040771 117.48518860340118 99.174926996231079 1052.140089392662 64.178305864334106
leaf_count=3536 131 52 22 36 174 17 59 41 52 610 50
internal_value=0 0.00182626 -0.00184695 -0.000142332 0.00100033 0.00311954 -0.000836926 -0.000164415 0.00266807 -0.00075525 -0.00580639
internal_weight=0 691.2 224.702 8868.8 2043.83 724.904 255.099 1318.93 156.668 1201.44 149.302
internal_count=4780 205 74 4575 1039 302 128 737 69 696 86
is_linear=0
shrinkage=0.06


Tree=71
num_leaves=12
num_cat=0
split_feature=82 12 79 11 143 127 142 137 136 117 48
split_gain=0.765031 0.990176 1.19314 0.917619 0.99683 0.882179 0.870457 1.10835 0.866568 1.16984 1.82067
threshold=0.0087224207818508166 0.0038949446752667431 0.007706565549597145 0.0054799309000372895 0.0063990866765379914 0.0036604277556762104 0.0070226341485977182 0.0005893622583243997 0.00040826165059115743 0.016668972559273246 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 8 -5 -8 -1 -10 -11
right_child=1 2 -4 6 -6 -7 7 -9 9 10 -12
leaf_value=4.9471661637817831e-05 -0.0024793107598773843 0.0061950518284076359 -0.0027183212582357458 -0.0091408621719670166 0.0032986289901662529 -0.0012233842831405493 -0.0065128117593503537 0.0057215536962046667 1.0208066523023366e-06 0.0035214522760215776 -0.0079298239666516918
leaf_weight=5176.9671555757523 493.64783871173859 118.09293806552887 99.714609265327454 121.53523325920105 137.41449701786041 1335.7498446702957 69.516771912574768 43.23770010471344 939.86694300174713 971.56225860118866 52.694278001785278
leaf_count=2626 233 44 60 77 54 740 39 16 472 383 36
internal_value=0 -0.00150152 0.00211441 -0.00241165 -0.00122116 0.000191863 -0.00561826 -0.00182133 0.000456587 0.00152965 0.00293233
internal_weight=0 1083.16 217.808 865.352 631.062 8476.84 234.29 112.754 7141.09 1964.12 1024.26
internal_count=4780 523 104 419 287 4257 132 55 3517 891 419
is_linear=0
shrinkage=0.06


Tree=72
num_leaves=12
num_cat=0
split_feature=134 130 53 88 60 136 0 0 108 54 45
split_gain=0.733076 1.10981 1.29152 0.87425 0.744165 0.784758 2.20146 1.20412 1.17766 1.21968 1.23427
threshold=0.0010263677686452868 0.00082683752407319855 0.015675474889576439 0.00039601318712811922 0.079227816313505187 0.00017767510871635753 0.00017767510871635753 0.015675474889576439 0.0019672545604407792 0.0020292587578296666 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 -7 8 -8 -10 -11
right_child=1 -3 -4 -5 -6 6 7 -9 9 10 -12
leaf_value=-0.0002178070167468402 0.0037151150461671016 0.0020457729555381043 -0.0086090462597861149 -0.0046867462470402679 -0.004635272325288803 0.0077439965062972207 -0.0028825558083704428 0.0032507559913182511 -0.0019923786246326112 0.0041554044484917382 0.00034854223234365015
leaf_weight=5966.2436044216156 80.597251892089844 144.30394268035889 140.24904274940491 99.782676458358765 117.00871825218201 163.3580881357193 416.3567476272583 501.41730260848999 478.24019002914429 439.73806178569794 1012.7044415473938
leaf_count=3059 35 72 84 55 76 54 241 234 269 191 410
internal_value=0 -0.00232383 -0.00429044 -0.000932632 0.000118792 0.000180751 0.000970273 0.000581802 1.16115e-05 0.000635746 0.0015011
internal_weight=0 464.933 320.629 180.38 9095.07 8978.06 3011.81 2848.46 2347.04 1930.68 1452.44
internal_count=4780 246 174 90 4534 4458 1399 1345 1111 870 601
is_linear=0
shrinkage=0.06


Tree=73
num_leaves=12
num_cat=0
split_feature=82 25 131 150 106 43 8 23 9 51 28
split_gain=0.737928 1.02492 1.14935 1.42518 1.46758 1.07448 1.28489 1.14367 1.16407 1.59344 1.47357
threshold=0.00055427959887310873 0.030689206905663017 0.011880517937242987 0.0068083447404205808 0.0011980500421486797 0.0012745757703669371 0.0015833032084628942 0.0063990866765379914 0.0013560238294303419 0.0034400182776153092 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 10 -9
right_child=-2 -3 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.00013712246633455836 -0.00036695699745153813 -0.0030131030252971798 -0.0021850793273421819 -0.0029827952108289666 0.00039439754157629699 0.0069462829634755882 0.00041217227628556581 0.0086811579544548365 -0.0025476029180389677 0.013221652342792371 -0.00080689652559330161
leaf_weight=939.99336683750153 6439.5002301931381 239.62331604957581 343.73316121101379 230.84741008281708 555.05966603755951 231.11967885494232 177.00084507465363 137.55063140392303 48.235830187797546 114.24223971366882 103.09369254112244
leaf_count=558 3170 169 192 99 248 79 100 44 30 41 50
internal_value=0 0.000757257 0.00107086 0.00151198 0.00196188 0.00321729 0.00245808 0.0044326 0.00619787 0.00738654 0.00461641
internal_weight=0 3120.5 2880.88 2537.14 2306.3 1366.3 1135.18 580.123 403.122 354.887 240.644
internal_count=4780 1610 1441 1249 1150 592 513 265 165 135 94
is_linear=0
shrinkage=0.06


Tree=74
num_leaves=12
num_cat=0
split_feature=116 60 85 37 60 54 53 2 112 15 23
split_gain=0.681667 0.800382 0.655266 0.702325 0.629682 0.771136 1.06995 0.883408 0.946328 1.05864 1.48725
threshold=0.036783467978239066 0.0011261500185355546 0.02129978779703379 0.00044738779251929378 0.079227816313505187 0.0020292587578296666 0.00017767510871635753 0.0012745757703669371 0.00244467705488205 0.011169348377734424 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 7 -7 8 9 -1 -11
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=0.00017044105694974469 -0.0062749795541326772 0.0024886588001058075 0.00027650417626739663 -0.0053124862782014705 -0.0043086019068272413 -0.0050232929516078892 0.00076104771361777364 0.0072189814629680894 -0.0031426069211874076 0.0042162170839557716 -0.0063320960351581782
leaf_weight=2466.2506791353226 125.92561388015747 53.438161849975586 158.28703558444977 165.64809632301331 111.87445378303528 117.54840052127838 5577.6973937749863 52.290730118751526 465.87614393234253 63.167008519172668 201.99635076522827
leaf_count=1454 88 29 93 124 72 84 2395 18 272 29 122
internal_value=0 -0.00366401 7.00583e-05 -0.00258149 0.000164898 0.000220848 0.00064166 -0.000516671 -0.000643185 -0.000216878 -0.00381929
internal_weight=0 179.364 9380.64 323.935 9056.7 8944.83 5695.25 3249.58 3197.29 2731.41 265.163
internal_count=4780 117 4663 217 4446 4374 2479 1895 1877 1605 151
is_linear=0
shrinkage=0.06


Tree=75
num_leaves=12
num_cat=0
split_feature=146 101 103 25 26 131 124 24 117 37 99
split_gain=0.669939 1.30159 1.31555 1.17355 1.32076 1.17794 1.17256 1.13845 1.14966 1.06293 1.25037
threshold=0.011519505176693203 0.0060143163427710542 0.00066645268816500913 0.0022975050378590827 0.00037263428384903824 0.00040826165059115743 0.051876978948712356 0.031632266007363803 0.014293605927377941 0.0027679565828293566 0.11759182065725328
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -3 5 -5 -2 9 -9 10 -1
right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00016448823313320728 0.00079141832025671525 0.00074815832757969651 -0.0033259400492923197 0.010420344053549401 0.016369563673815091 -0.0013518509934784388 0.010857719218861066 0.0080681950211669816 -0.0026039082780386054 -0.0018903285812963025 0.0051574854433709127
leaf_weight=6037.8072474002838 1189.4913744926453 159.84287047386169 293.46988105773926 61.951509594917297 47.764215111732483 60.463741898536682 43.169632911682129 113.56642305850983 53.438161849975586 1335.8130565881729 163.22195374965668
leaf_count=2900 621 74 168 23 17 37 21 43 29 783 64
internal_value=0 0.00102326 0.000284409 0.00443996 0.00790752 0.00460578 0.00114396 -0.000246543 0.00465333 -0.000355117 -2.44046e-05
internal_weight=0 1856.15 1526.13 330.022 170.179 122.415 1232.66 7703.85 167.005 7536.84 6201.03
internal_count=4780 961 810 151 77 60 642 3819 72 3747 2964
is_linear=0
shrinkage=0.06


Tree=76
num_leaves=12
num_cat=0
split_feature=113 140 63 140 133 48 34 48 121 56 87
split_gain=0.70015 0.888372 0.709797 0.929289 1.14688 1.12809 0.868874 0.822081 1.068 1.06687 0.98505
threshold=0.019431582652032379 0.010180860292166473 0.0068083447404205808 0.016164712607860569 0.0095705352723598498 0.0027679565828293566 0.021960759535431865 0.00060774214216507982 0.012636432424187662 0.0005375427135732026 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 -5 -4 -6 10 9 -9 -1
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12
leaf_value=5.707827344943156e-05 -8.0923021636856705e-05 -0.0056880224289916678 -0.00096886031589199907 -0.0099004685299600471 -0.0050299434072716039 0.0095155754228775594 0.0063905511752538249 -0.0095579292071025883 0.0042090894243340298 -0.0011426826022045689 0.0016801428838860669
leaf_weight=6054.6832426786423 246.31827068328857 173.2862811088562 840.81843984127045 93.09257709980011 63.030874133110046 38.643117904663086 38.711185097694397 96.335525989532471 59.992126822471619 124.10236549377441 1730.98606133461
leaf_count=3042 106 87 506 70 39 20 15 70 24 79 722
internal_value=0 -0.00239652 0.000110016 -0.00133877 -0.00508799 -0.000508179 -0.000684633 0.000302975 -0.00288865 -0.0048203 0.000417934
internal_weight=0 419.605 9140.4 1074.3 194.835 879.462 101.742 8066.1 280.43 220.438 7785.67
internal_count=4780 193 4587 650 124 526 54 3937 173 149 3764
is_linear=0
shrinkage=0.06


Tree=77
num_leaves=12
num_cat=0
split_feature=113 146 21 21 58 61 68 40 19 101 62
split_gain=0.618653 0.999978 1.17158 0.762628 1.0249 0.774108 1.11505 1.04251 1.21918 1.00447 0.978751
threshold=0.019431582652032379 0.0041444667149335155 0.0049928687512874612 0.015675474889576439 0.011519505176693203 0.0072436286136507997 0.004017772153019906 0.011519505176693203 0.0072436286136507997 0.0072436286136507997 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 10 -7 8 9 -8 -1
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0002551366284165498 -0.0048790116359791955 -0.0065008718696669384 0.0040152785154422971 0.0036696002744673701 -0.0024287436981474397 -0.0045340897488249767 -0.00022515915927716652 -0.0073739201744085631 0.0051686723951668593 -0.0090165293579743105 -0.0086818255620119151
leaf_weight=7272.1991596221924 232.60259127616882 53.370094656944275 133.63186585903168 427.71920692920685 129.17341804504395 309.81590461730957 689.09993505477905 71.271953105926514 146.53559422492981 50.195212960243225 44.3851318359375
leaf_count=3796 113 34 46 121 40 206 264 53 51 29 27
internal_value=0 -0.00225273 0.00101398 0.000103415 0.00225507 -3.61829e-05 -0.00140549 -0.000392751 0.000168938 -0.000822058 0.000200922
internal_weight=0 419.605 187.002 9140.4 556.893 8583.5 1266.92 957.103 885.831 739.295 7316.58
internal_count=4780 193 80 4587 161 4426 603 397 344 293 3823
is_linear=0
shrinkage=0.06


Tree=78
num_leaves=12
num_cat=0
split_feature=134 140 95 14 144 99 82 113 133 17 146
split_gain=0.595478 1.86155 0.694609 0.678332 0.935764 0.943589 1.12207 1.11399 1.44647 1.32265 1.43412
threshold=0.0010263677686452868 0.076978169381618514 0.020658296532928947 0.00062670491752214741 0.013032016810029747 0.0046923852059990176 0.0070226341485977182 0.0014881226234138014 0.0042751494329422721 0.0070226341485977182 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -7 8 -1 10 -9
right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=0.0028524696362164413 -0.0016347313546367502 -0.013523121519894172 0.0066174486157320103 -0.00033946226900199099 -0.0038299902482611197 0.0035268923575443698 -0.0034033873460227928 -0.0011548845081494584 -0.0018748295102441373 -0.0051068667663842424 0.0031291611332648758
leaf_weight=973.18130540847778 378.05396568775177 46.208380222320557 40.670567870140076 5219.2422044277191 156.93540227413177 714.56705582141876 95.324228644371033 1034.5250655412674 306.37360942363739 208.5503157377243 386.36796712875366
leaf_count=407 196 36 14 2808 97 299 49 427 173 117 157
internal_value=0 -0.00209442 -0.0008332 0.000107065 0.000708365 0.000899881 0.0027112 0.000395595 0.00172058 -0.000644875 1.00294e-05
internal_weight=0 464.933 418.725 9095.07 3875.82 3718.89 809.891 2909 1279.55 1629.44 1420.89
internal_count=4780 246 210 4534 1726 1629 348 1281 580 701 584
is_linear=0
shrinkage=0.06


Tree=79
num_leaves=12
num_cat=0
split_feature=1 98 59 138 33 43 108 24 141 69 95
split_gain=0.597426 1.11443 1.69245 1.51725 1.59896 1.60997 1.21956 0.982595 1.14455 1.19394 1.59094
threshold=0.0044099434744566688 0.0084566329605877417 0.0098710241727530974 0.0014881226234138014 0.011519505176693203 0.00055427959887310873 0.0019672545604407792 0.00087947337306104611 0.0056525857653468856 0.0011261500185355546 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 6 -3 -2 9 10 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00025511993414808462 -0.0028535813192102312 -0.0083139834787487599 -0.004179928475391094 -0.0031085179499977505 -0.0050488759595022489 0.0063107997835368905 0.0031890828118176398 0.0021598731920004438 -0.0010825141121311665 0.00042111807498069109 0.011246472834026567
leaf_weight=7414.8305541276932 195.64658737182617 51.410711884498596 298.93962621688843 140.38517713546753 67.557389140129089 488.11488163471222 93.569047451019287 154.64053881168365 296.576695561409 232.53452408313751 125.79433476924896
leaf_count=3705 112 35 195 74 40 163 35 75 178 118 50
internal_value=0 0.000881828 -0.000216402 0.00258477 0.0037255 0.00466181 -0.000889975 0.000962332 0.00188454 0.00359996 0.00623584
internal_weight=0 2145.17 1304.13 841.037 700.652 633.095 144.98 1005.19 809.546 512.969 280.435
internal_count=4780 1075 728 347 273 233 70 533 421 243 125
is_linear=0
shrinkage=0.06


Tree=80
num_leaves=12
num_cat=0
split_feature=148 67 50 21 107 131 72 70 82 76 135
split_gain=0.570876 1.0907 0.883345 0.7106 0.883186 0.900243 1.21563 1.17484 0.986695 1.38126 1.2914
threshold=0.08153740689158441 0.00017767510871635753 0.0045489775948226461 0.0092791137285530585 0.048151826485991485 0.0079489401541650313 0.00064626874518580746 0.0026012937305495147 0.00055427959887310873 0.000490355829242617 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 8 -7 -8 9 -1 -11
right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.00048917621773991271 0.0019285815505978657 -0.000974430266628803 0.012575991794436333 0.0012970217634682305 -0.0048126541625745558 -0.01088071292904985 9.2739520992225091e-05 -0.0038236982633704846 -0.00044413703361597951 0.0025564591207590378 0.011299531116358801
leaf_weight=2014.2992714643478 56.681110739707947 123.49461603164673 55.533679008483887 1188.0278831720352 151.4656571149826 49.451329112052917 784.88606822490692 425.06944167613983 4378.5647542476654 252.40062057971954 80.12563681602478
leaf_count=1112 29 76 18 395 70 36 422 268 2244 88 22
internal_value=0 0.00291617 0.00719785 -7.3718e-05 -0.000273869 -0.000187771 -0.00166 -0.00128314 8.79203e-05 0.0010806 0.00466319
internal_weight=0 235.709 112.215 9324.29 8136.26 7984.8 1259.41 1209.96 6725.39 2346.83 332.526
internal_count=4780 123 47 4657 4262 4192 726 690 3466 1222 110
is_linear=0
shrinkage=0.06


Tree=81
num_leaves=12
num_cat=0
split_feature=82 12 58 143 141 148 63 43 97 126 71
split_gain=0.569889 0.838342 1.08322 1.23581 1.47976 1.03917 1.38399 1.03716 1.00116 0.946216 0.808736
threshold=0.0087224207818508166 0.0038949446752667431 0.004017772153019906 0.0063990866765379914 0.0038949446752667431 0.011519505176693203 0.00052132029668428015 0.016668972559273246 0.00017767510871635753 0.0036604277556762104 0.15819545835256579
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 5 9 6 -4 -3 -7 -5 -1
right_child=1 7 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=2.3269824743321062e-05 -0.0094363154717851359 -0.00039087558391813146 -0.0009727349036357932 -0.0048957752412747933 0.0082093438623585587 0.0025936651077424063 -0.008551504812460229 0.0091088002367215575 -0.0067029095821039136 0.0058691255582610938 0.0025788019770487882
leaf_weight=8004.7409963607788 67.421254754066467 162.27386832237244 161.19450378417969 97.823293685913086 89.786416292190552 163.29002094268799 187.80905628204346 55.533679008483887 56.00529408454895 42.022201180458069 472.09948348999023
leaf_count=4061 50 86 70 56 27 59 116 18 31 10 196
internal_value=0 -0.00129595 -0.00213339 -0.00151633 0.0021983 -0.0030173 -0.00505109 0.00203123 0.000219436 -0.00166103 0.000165595
internal_weight=0 1083.16 865.352 797.931 229.632 568.299 349.004 217.808 219.295 139.845 8476.84
internal_count=4780 523 419 369 93 276 186 104 90 66 4257
is_linear=0
shrinkage=0.06


Tree=82
num_leaves=12
num_cat=0
split_feature=85 54 136 108 0 135 28 71 25 69 5
split_gain=0.54288 0.857376 0.597089 0.955053 1.67138 1.19558 1.37739 1.18552 1.53949 1.32784 1.57309
threshold=0.02129978779703379 0.0045489775948226461 0.00040826165059115743 0.0019672545604407792 0.00017767510871635753 0.0027679565828293566 0.0010918468469753864 0.02129978779703379 0.0022975050378590827 0.0005375427135732026 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -4 -6 9 -9 -11
right_child=1 -3 3 4 7 -7 -8 8 -10 10 -12
leaf_value=-0.00024255132056269637 1.1578808360865279e-05 -0.0063172364060024794 -0.004335874363820354 0.0079722134943729806 -0.00012067520415612807 -0.0095635654373725943 0.002854819085511889 -0.0030538948901771517 0.0072700490542376324 0.0045486196456949049 -0.0048688932055316941
leaf_weight=6320.250149846077 201.86021637916565 124.64204776287079 180.85154342651367 126.60628581047058 1495.5343585014343 61.003424167633057 204.15993511676788 183.69094443321228 201.32538938522339 383.46535420417786 76.610419154167175
leaf_count=3211 132 87 103 38 723 45 106 85 76 132 42
internal_value=0 -0.00240444 8.50226e-05 0.00079569 0.00125759 -0.0017594 -0.000522867 0.000894388 0.00269072 0.00125862 0.00298044
internal_weight=0 326.502 9233.5 2913.25 2467.23 446.015 385.011 2340.63 845.092 643.767 460.076
internal_count=4780 219 4561 1350 1096 254 209 1058 335 259 174
is_linear=0
shrinkage=0.06


Tree=83
num_leaves=12
num_cat=0
split_feature=99 133 47 88 135 127 122 148 80 96 93
split_gain=0.539966 1.41565 0.825352 0.60227 1.10584 0.647323 0.993428 1.60358 1.27561 0.799234 0.945821
threshold=0.11759182065725328 0.0025217677466571335 0.0036604277556762104 0.018276390619575981 0.010500331409275534 0.0053125319536775359 0.0012357163941487672 0.0034400182776153092 0.0010585968848317864 0.0020932231564074759 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 9 -8 -9 10 -7
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=0.00027594472898855585 0.0075927931172645666 -0.006206070560035885 0.0039139946818046306 -0.0022118318022174188 0.007811298077726945 -0.0058971427460656652 0.010526458537531742 0.0063902295035681116 -0.0073844891604651127 -0.0006808018836761909 0.0017020203858368901
leaf_weight=7438.3577132225037 114.91805636882782 66.137688636779785 51.68298065662384 734.61307752132416 41.886066794395447 277.72675168514252 63.235075712203979 41.278317332267761 58.504359126091003 596.80474317073822 74.85523796081543
leaf_count=3549 39 49 15 494 20 181 24 17 38 326 28
internal_value=0 0.00285462 -0.00176682 -7.123e-05 -0.00167116 7.40607e-05 -0.00127589 0.00305117 -0.00168613 -0.00201888 -0.0042838
internal_weight=0 232.739 117.821 9327.26 776.499 8550.76 1112.4 163.018 99.7827 949.387 352.582
internal_count=4780 103 64 4677 514 4163 614 79 55 535 209
is_linear=0
shrinkage=0.06


Tree=84
num_leaves=12
num_cat=0
split_feature=2 47 150 101 101 140 104 61 70 98 118
split_gain=0.584705 0.653603 1.27502 1.55212 1.77035 1.26717 1.08078 0.879187 1.03759 1.411 0.80468
threshold=0.060991313308477409 0.016164712607860569 0.00043393640953581786 0.0022272822679951791 0.0019071503775194289 0.076978169381618514 0.01884530205279589 0.016668972559273246 0.0019071503775194289 0.00096484774257987748 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -5 10 9 -9 -4
right_child=-2 2 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00020995506460118945 0.0029749252009850895 -0.0086408081938583667 0.0007528074056329892 -0.0033869186340550108 0.010296948641667926 0.0022787249623208495 -0.010664241870839593 -0.009242092293520833 -0.011825504899270976 0.0036710308131921547 -0.0040775479692644594
leaf_weight=7068.3649946451187 232.06776428222656 75.258785843849182 1304.9685342311859 306.03812873363495 60.06019401550293 104.58146023750305 96.675861954689026 50.195212960243225 47.088398456573486 77.490437388420105 137.21029543876648
leaf_count=3809 57 46 476 150 19 36 45 29 19 25 69
internal_value=0 -7.40126e-05 -0.000962318 -0.000697762 0.000181908 -0.00360577 -0.00513392 -0.000193806 -0.00421277 -0.00140532 0.000293243
internal_weight=0 9327.93 2259.57 2184.31 1677.01 507.295 402.714 1616.95 174.774 127.686 1442.18
internal_count=4780 4723 914 868 637 231 195 618 73 54 545
is_linear=0
shrinkage=0.06


Tree=85
num_leaves=12
num_cat=0
split_feature=146 140 133 9 111 139 0 116 120 43 58
split_gain=0.552051 1.07686 0.99505 0.860101 0.795214 1.20603 1.04788 1.27999 1.11245 1.23257 0.946911
threshold=0.011519505176693203 0.0068083447404205808 0.002945306478068233 0.00057154725072905432 0.00017767510871635753 0.00040826165059115743 0.0044099434744566688 0.0010585968848317864 0.00064626874518580746 0.00046126570669002836 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 10 -8 9 -9 -3
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00022380250253135246 0.0100414032850345 0.0044888626485210222 -0.0012181531327151768 0.00073248620825128391 -0.0045097242520054396 -0.0053171167234687166 0.013195720624703124 0.00078506472666678309 -0.0024057864813698602 0.0084341732098801372 -0.0026118383863901417
leaf_weight=7703.8468426465988 54.85786235332489 125.72626757621765 846.0888386964798 102.48594307899475 54.585593581199646 58.504359126091003 64.586709022521973 119.84811925888062 76.678486347198486 206.52772104740143 146.26332545280457
leaf_count=3819 20 55 500 47 40 38 20 58 37 75 71
internal_value=0 0.000928878 -0.000403362 0.00397804 0.00249658 0.00297575 0.00363171 0.00535405 0.00409748 0.00562535 0.000670437
internal_weight=0 1856.15 1003.43 157.344 852.721 798.135 739.631 467.641 403.054 326.376 271.99
internal_count=4780 961 567 67 394 354 316 190 170 133 126
is_linear=0
shrinkage=0.06


Tree=86
num_leaves=12
num_cat=0
split_feature=1 150 138 33 98 106 45 101 53 15 117
split_gain=0.475924 1.00713 1.12575 1.44144 1.52169 1.56051 0.989529 1.04666 0.958377 1.10572 1.04466
threshold=0.0044099434744566688 0.0013560238294303419 0.0014881226234138014 0.011519505176693203 0.0084566329605877417 0.0084566329605877417 0.0026833302108570938 0.0035485138650983576 0.040252277627587325 0.016668972559273246 0.12087306752800943
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 -3 7 -6 9 10 -2
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00022770421719476764 -0.0022347936924784905 -0.00175415283993413 -0.0013420407745417774 -0.0027826848996365633 0.0033282841832749147 0.0046994525154893368 0.0034257124692220219 0.012288207254395955 -0.010905719422942124 0.0071186291338798955 0.0079847684817201687
leaf_weight=7414.8305541276932 504.11085867881775 291.51049828529358 351.43455791473389 158.35510277748108 73.503604650497437 251.04898726940155 252.46868777275085 129.84923470020294 34.724352359771729 59.384377360343933 38.779252290725708
leaf_count=3705 322 169 198 88 32 92 83 38 22 21 10
internal_value=0 0.000787065 0.00163197 0.00253552 0.00337905 0.00123201 0.00593465 0.00904957 -0.00121334 -0.000654527 -0.0015048
internal_weight=0 2145.17 1508.17 1156.74 998.381 542.559 455.822 203.353 636.999 602.274 542.89
internal_count=4780 1075 700 502 414 261 153 70 375 353 332
is_linear=0
shrinkage=0.06


Tree=87
num_leaves=12
num_cat=0
split_feature=2 123 24 67 78 94 61 108 147 30 37
split_gain=0.515615 0.766104 0.539767 1.77369 0.675095 1.21194 1.19636 1.64544 2.58552 1.46789 1.31713
threshold=0.060991313308477409 0.00017767510871635753 0.031632266007363803 0.00017767510871635753 0.0058306583669036635 0.00093549740267917525 0.0084566329605877417 0.0038949446752667431 0.0062037324532866487 0.0051502294372767219 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 -6 10 -10 -9
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00057773283201417193 -0.0010735439141636974 0.0058667687742646382 0.0070971078864805947 -0.0031665355032888007 0.0008841329906221887 -0.0001045566596126648 -0.0029895046273502937 0.0059398454482294232 0.0080241650215739715 0.020625162457149973 -0.004943271383418932
leaf_weight=5341.020481467247 102.75821185112 129.30955243110657 141.33326256275177 106.13243985176086 398.7903698682785 2907.0681054592133 122.27911710739136 101.27044415473938 91.541597485542297 52.290730118751526 66.205755829811096
leaf_count=2486 27 30 52 65 245 1661 70 41 41 18 44
internal_value=0 0.00279364 -6.95024e-05 0.00269526 -0.000144849 0.000473435 0.00249206 0.00343599 0.00670495 0.0126053 0.00163759
internal_weight=0 232.068 9327.93 247.466 9080.47 3739.45 832.378 710.099 311.309 143.832 167.476
internal_count=4780 57 4723 117 4606 2120 459 389 144 59 85
is_linear=0
shrinkage=0.06


Tree=88
num_leaves=12
num_cat=0
split_feature=82 51 72 125 59 53 150 42 110 80 33
split_gain=0.527226 0.944348 1.25327 1.52233 1.25113 1.31297 1.10842 0.97751 0.923054 1.1762 1.3938
threshold=0.00055427959887310873 0.0038949446752667431 0.0014881226234138014 0.00017767510871635753 0.00017767510871635753 0.015675474889576439 0.0022272822679951791 0.00060774214216507982 0.0058306583669036635 0.00075379351619631063 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -3 9 -9 -11
right_child=-2 7 -4 -5 5 -7 -8 8 -10 10 -12
leaf_value=-0.00044208962583448195 -0.00031017503397897511 -0.0014929882243506602 -0.0011963597097928347 -0.00062045598525283592 0.01196552169215357 0.002050558561871604 0.0023885120231157647 -0.00026935913336590815 -0.0031872839129836405 0.0106116122344027 0.0028653671961598533
leaf_weight=178.62474715709686 6439.5002301931381 158.08283400535583 1286.9014097452164 588.835932970047 139.4419469833374 191.66460990905762 63.235075712203979 120.4558687210083 58.572426319122314 163.29002094268799 171.39496552944183
leaf_count=76 3170 108 755 292 48 71 24 61 33 59 83
internal_value=0 0.000640081 9.33722e-05 0.00152198 0.00372375 0.00561075 0.0089775 0.00263284 0.00390246 0.00481485 0.0066447
internal_weight=0 3120.5 2448.7 1161.8 572.966 394.342 202.677 671.796 513.713 455.141 334.685
internal_count=4780 1610 1266 511 219 143 72 344 236 203 142
is_linear=0
shrinkage=0.06


Tree=89
num_leaves=12
num_cat=0
split_feature=146 71 37 97 26 142 136 24 26 106 106
split_gain=0.499848 0.956417 0.809578 0.941192 1.03339 0.978758 1.08346 1.19817 0.902023 0.895974 1.90242
threshold=0.011519505176693203 0.15819545835256579 0.0027679565828293566 0.0063990866765379914 0.00042089859198313212 0.013439828064292671 0.0013560238294303419 0.031632266007363803 0.0012357163941487672 0.0019071503775194289 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -4 -7 -11
right_child=1 -3 8 4 -6 9 -8 -9 -10 10 -12
leaf_value=0.00020670634600569157 0.00058989918841010681 0.0071939107484006396 -0.00197193090234437 -0.001261432460305815 -0.0088091693553214133 -0.0040953219547922816 0.0033131998533870964 0.0075024006323954799 0.0040223421269322051 0.0078436575068152343 -0.001437913238822898
leaf_weight=4219.0816408395767 1773.528523683548 82.624701857566833 1261.0258858203888 471.61815786361694 75.798468112945557 309.14008796215057 494.19237625598907 82.624701857566833 97.351678609848022 91.609664678573608 601.40418064594269
leaf_count=1953 932 29 750 279 54 208 193 29 43 36 274
internal_value=0 0.00088387 -0.000212958 7.16222e-05 -0.00230654 0.000296153 0.000652506 0.000346838 -0.00154234 -0.00140921 -0.00021098
internal_weight=0 1856.15 7703.85 6345.47 547.417 5798.05 4795.9 4301.71 1358.38 1002.15 693.014
internal_count=4780 961 3819 3026 333 2693 2175 1982 793 518 310
is_linear=0
shrinkage=0.06


Tree=90
num_leaves=12
num_cat=0
split_feature=116 60 35 60 58 99 133 47 146 101 27
split_gain=0.492359 0.67883 0.704075 0.51719 0.567511 0.505213 1.27452 0.71219 0.494007 1.02634 0.962679
threshold=0.036783467978239066 0.0011261500185355546 0.0072436286136507997 0.079227816313505187 0.0011615398107096555 0.11759182065725328 0.0025217677466571335 0.0036604277556762104 0.011519505176693203 0.0060143163427710542 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 8 -7 -8 -1 -10 -11
right_child=1 -3 -4 4 -6 6 7 -9 9 10 -12
leaf_value=-0.00017696674103090528 -0.0083240693980691713 0.0025522971894777397 0.0016559105669805916 -0.00021433937672761646 -0.008682219754182912 0.0074530893250931759 -0.0056901177254401591 0.0037513310090178551 0.00026831975526880821 0.0018248084267146788 0.0090441228575261594
leaf_weight=7307.2832690477371 90.525444865226746 53.438161849975586 35.400169014930725 64.990256905555725 50.7348952293396 112.35092413425446 64.854122519493103 51.68298065662384 1419.3226319551468 212.67328286170959 96.743929147720337
leaf_count=3601 68 29 20 38 37 37 48 15 747 100 40
internal_value=0 -0.00311395 -0.0055185 5.95408e-05 -0.00392673 0.000109332 0.00289318 -0.00150293 3.88155e-05 0.000950915 0.00408204
internal_weight=0 179.364 125.926 9380.64 115.725 9264.91 228.888 116.537 9036.02 1728.74 309.417
internal_count=4780 117 88 4663 75 4588 100 63 4488 887 140
is_linear=0
shrinkage=0.06


Tree=91
num_leaves=12
num_cat=0
split_feature=21 146 142 19 14 72 148 19 24 31 131
split_gain=0.519812 1.10058 0.825326 0.994188 0.828684 0.636383 0.607254 1.64337 0.807774 0.655392 0.657593
threshold=0.015675474889576439 0.0072436286136507997 0.0011980500421486797 0.002945306478068233 0.00070876078098081063 0.00244467705488205 0.08153740689158441 0.02129978779703379 0.00087947337306104611 0.21471316367387774 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -3 9 8 -8 10 -1
right_child=1 5 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=3.9407024143172952e-05 0.0030033390032746499 0.010161938743880349 -0.0080808025075851681 0.002771121918887785 -8.793349359004274e-05 0.0029057821222646342 0.0054904823114507121 0.012057922169135366 -0.0034294839949136147 -0.0057332061719590419 -0.001595952720257605
leaf_weight=7580.2744488716125 207.47580647468567 67.221908450126648 105.18920969963074 103.97371077537537 83.976335167884827 123.36333692073822 58.640493512153625 54.250112891197205 97.011342644691467 76.406217575073242 1002.2171452045441
leaf_count=3844 53 17 39 33 25 38 28 17 68 57 561
internal_value=0 0.00158481 0.000107561 -0.00194199 -0.00453253 0.00546512 -0.000123514 0.00306529 -6.89632e-05 -0.000200814 -0.000151561
internal_weight=0 691.2 500.615 293.139 189.166 190.585 8868.8 209.902 155.652 8658.9 8582.49
internal_count=4780 205 150 97 64 55 4575 113 96 4462 4405
is_linear=0
shrinkage=0.06


Tree=92
num_leaves=12
num_cat=0
split_feature=60 58 113 118 146 84 99 136 0 35 54
split_gain=0.474238 0.532703 0.506621 1.24739 0.841656 0.729528 0.728217 0.499926 1.56955 0.925996 1.36916
threshold=0.079227816313505187 0.0011615398107096555 0.019431582652032379 0.00096484774257987748 0.0041444667149335155 0.00070876078098081063 0.00050559637020342063 0.00040826165059115743 0.00017767510871635753 0.011169348377734424 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -6 -1 -9 10 -10
right_child=1 -3 3 -5 6 -7 -8 8 9 -11 -12
leaf_value=-0.00016037896310331704 -0.00017442426309403902 -0.0083214672175837227 -0.0068243102148709709 -0.011510777805169814 -0.0036616733544992952 0.00019297960694178475 0.0050676820088669319 0.0068754099939224468 -0.0022313127637427735 0.0034123894183938634 0.00096997551456243518
leaf_weight=6189.5208969116211 64.990256905555725 52.018461346626282 107.48407316207886 44.317064642906189 49.58746349811554 105.86502635478973 112.35092413425446 145.32009530067444 674.42645967006683 337.51953220367432 1676.5998140573502
leaf_count=3190 38 38 61 32 26 37 37 45 389 172 715
internal_value=0 -0.00379635 4.70408e-05 -0.00199095 -0.000866773 -0.00334229 0.00239465 0.000141811 0.000801833 0.000473547 5.16389e-05
internal_weight=0 117.009 9442.99 419.605 375.287 213.349 161.938 9023.39 2833.87 2688.55 2351.03
internal_count=4780 76 4704 193 161 98 63 4511 1321 1276 1104
is_linear=0
shrinkage=0.06


Tree=93
num_leaves=12
num_cat=0
split_feature=148 19 24 21 62 93 61 126 135 130 80
split_gain=0.439686 1.50474 0.640597 0.559429 0.98156 1.19455 1.16005 1.3042 1.06155 1.05706 0.938009
threshold=0.08153740689158441 0.02129978779703379 0.00087947337306104611 0.0092791137285530585 0.00085274505545385193 0.021960759535431865 0.0034400182776153092 0.00052132029668428015 0.0079489401541650313 0.00082683752407319855 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 9 7 8 10 -6 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=6.9807770965847997e-05 0.0045154386507626054 0.010757545976250506 -0.0030025858021869955 0.0011515324344638569 -0.0033166664360307018 -0.002928918719575803 -0.0066993760355098294 0.0076675877574240324 -0.0068855412363727922 0.0018177446119857859 0.0083682190930783017
leaf_weight=6645.8043285608292 64.450574636459351 60.06019401550293 111.19863712787628 1188.0278831720352 979.58457016944885 49.519396305084229 52.762345194816589 122.68752026557922 59.787925243377686 169.29944837093353 56.817245125770569
leaf_count=3452 30 19 74 395 556 31 31 40 39 94 19
internal_value=0 0.00255925 -0.000244014 -6.46955e-05 -0.000242285 -0.00163387 0.00148135 0.00297587 -0.000489099 -0.00256006 0.00310731
internal_weight=0 235.709 175.649 9324.29 8136.26 1490.46 341.574 288.812 166.125 1148.88 106.337
internal_count=4780 123 104 4657 4262 810 160 129 89 650 50
is_linear=0
shrinkage=0.06


Tree=94
num_leaves=12
num_cat=0
split_feature=134 29 147 57 1 125 71 136 93 123 46
split_gain=0.486394 1.34328 0.98341 0.93957 0.539924 1.04172 1.49885 1.03355 0.987802 1.12915 1.15757
threshold=0.0010263677686452868 0.007706565549597145 0.0062037324532866487 0.00075379351619631063 0.0037758676335215573 0.012252715881913902 0.025578102096915249 0.013032016810029747 0.0070226341485977182 0.00017767510871635753 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 7 -7 8 -6 10 -10
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00016457017996703534 0.0016892403859090817 -0.008724959685349155 0.0035337244909011091 0.00049363235557375906 -0.00067416321144401028 0.0012280986623234619 0.0097080782496863308 0.0081820026628046973 0.0048066307667417978 0.0058300071969227471 -0.0042035459056968642
leaf_weight=6892.4726457595825 208.14676785469055 161.39385008811951 42.561883449554443 52.8304123878479 1383.2466462850571 234.28970527648926 110.39154136180878 58.776627898216248 88.434782981872559 205.10802054405212 122.34718430042267
leaf_count=3437 99 103 18 26 729 132 38 18 31 84 65
internal_value=0 -0.00189288 -0.0047965 -0.00645154 9.67628e-05 0.00091454 0.00394399 0.000352513 9.67289e-05 0.00266071 -0.000423275
internal_weight=0 464.933 256.786 214.224 9095.07 2202.59 344.681 1857.91 1799.14 415.89 210.782
internal_count=4780 246 147 129 4534 1097 170 927 909 180 96
is_linear=0
shrinkage=0.06


Tree=95
num_leaves=12
num_cat=0
split_feature=133 58 100 8 91 52 43 85 45 143 135
split_gain=0.41924 0.84871 1.3417 1.68724 1.20414 1.23315 0.949296 0.907351 1.22095 1.06335 1.47013
threshold=0.002945306478068233 0.0053125319536775359 0.0058306583669036635 0.0027679565828293566 0.0049928687512874612 0.0015349716995842757 0.0022975050378590827 0.002945306478068233 0.0035485138650983576 0.0034400182776153092 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 -2 9 -9 -3 -11
right_child=1 7 4 -5 5 -7 -8 8 -10 10 -12
leaf_value=0.00045925028499084366 -0.0022092377046421907 -0.00091718348118405909 -0.0054779809289783703 0.00058072043881181703 0.0040580323077597721 -0.0036609204115294492 -0.0099614431975942989 0.00092220850891306251 -0.0082176486898286206 0.002526182050613624 -0.005471108076116421
leaf_weight=4092.5482774972916 587.27524280548096 704.90142107009888 394.39998924732208 1901.3405978679657 127.07790088653564 180.10765957832336 62.962806940078735 117.75260210037231 95.1200270652771 1207.675212264061 88.838330864906311
leaf_count=1862 359 342 234 1072 51 110 44 69 64 524 49
internal_value=0 -0.000343762 -0.000960503 -0.000321559 -0.00328426 -0.000467709 -0.00295989 0.000562334 -0.00316185 0.000958442 0.0019782
internal_weight=0 5467.45 3253.16 2551.58 701.586 307.186 650.238 2214.29 212.873 2001.41 1296.51
internal_count=4780 2918 1870 1475 395 161 403 1048 133 915 573
is_linear=0
shrinkage=0.06


Tree=96
num_leaves=12
num_cat=0
split_feature=127 53 14 93 68 30 12 17 62 38 34
split_gain=0.440795 0.772363 0.637007 0.7266 0.667599 0.640417 1.40937 1.02317 1.07676 1.89827 0.995069
threshold=0.0012745757703669371 0.12945349514484408 0.0095705352723598498 0.0058306583669036635 0.0031340263085439806 0.0014881226234138014 0.00017767510871635753 0.00093549740267917525 0.00037263428384903824 0.00085274505545385193 0.04273676127195359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 -1 -9 -10 -7
right_child=1 -3 3 -5 -6 10 -8 8 9 -11 -12
leaf_value=0.00027533598405437231 -0.0005031020690803756 -0.0066765201555245221 -0.0013679375730298923 0.0035368227359649763 -0.0067074549060042966 0.0015746304420501012 -0.00094349683192710169 0.0050160769539658034 -0.0024215283517949665 0.010762285147852817 -0.0064597352297721582
leaf_weight=1491.2898228168488 2386.4118769168854 75.258785843849182 347.78320586681366 79.921435236930847 111.26670432090759 1839.8023467063904 2504.7819390296936 409.06860935688019 208.75451731681824 48.440031766891479 57.220793008804321
leaf_count=606 1268 46 228 37 69 971 1244 157 102 15 37
internal_value=0 -0.000691837 0.000239926 -0.00174294 -0.00266216 0.000402855 2.46855e-05 0.00114868 0.00310349 6.15116e-05 0.00133229
internal_weight=0 2461.67 7098.33 538.971 459.05 6559.36 4662.33 2157.55 666.263 257.195 1897.02
internal_count=4780 1314 3466 334 297 3132 2124 880 274 117 1008
is_linear=0
shrinkage=0.06


Tree=97
num_leaves=12
num_cat=0
split_feature=103 85 54 4 102 72 112 58 40 68 95
split_gain=0.471075 0.434598 0.755048 0.498217 1.30059 0.792157 1.05123 1.07006 0.988234 0.981568 0.952395
threshold=0.099559046328067793 0.02129978779703379 0.0045489775948226461 0.0036604277556762104 0.017724351026117805 0.00017767510871635753 0.00093549740267917525 0.0081988852471113222 0.0014427106943912806 0.013032016810029747 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 9 10 -9 -7 -8
right_child=-2 2 -4 4 -6 6 7 8 -10 -11 -12
leaf_value=0.00029092848802953473 -0.0058773318696641146 0.00014631808715134342 -0.0057928274825259155 -0.0054317406776914689 0.0065334283124188078 -0.0038923033160996735 0.0049986890904118739 0.0015237049326165349 -0.0078421090005667705 0.0020490915816861592 -0.0013964368950185743
leaf_weight=7824.1033650636673 48.843579649925232 201.86021637916565 124.64204776287079 155.18022108078003 78.705936312675476 462.49706065654755 247.13022172451019 83.908267974853516 78.501734733581543 127.75371754169464 126.87369930744171
leaf_count=3847 33 132 87 83 31 282 94 30 46 49 66
internal_value=0 3.01824e-05 -0.00212095 0.000106652 -0.000953063 -0.00141274 -0.000859183 0.00106334 -0.00300331 -0.00260635 0.00282926
internal_weight=0 9511.16 326.502 9184.65 1360.55 1281.84 1126.66 536.414 162.41 590.251 374.004
internal_count=4780 4747 219 4528 681 650 567 236 76 331 160
is_linear=0
shrinkage=0.06


Tree=98
num_leaves=12
num_cat=0
split_feature=98 60 4 51 99 43 99 1 25 115 36
split_gain=0.410973 0.792351 1.76657 1.42225 1.56871 0.792196 0.743385 0.590981 0.502444 1.15859 1.34361
threshold=0.079227816313505187 0.00085274505545385193 0.0010585968848317864 0.0011261500185355546 0.023343417793512348 0.0056525857653468856 0.0014881226234138014 0.0012357163941487672 0.0012745757703669371 0.00044738779251929378 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -3 -5 -4 -2 -8 9 10 -1
right_child=1 3 5 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00088430975051827807 -0.0053096956510041522 -0.0071257245939456244 0.013084336363874183 0.0076362032925492663 -0.0061173376767502318 0.0040634435899996671 0.0054364304101841201 -0.0029278594672297038 0.00034011648512371161 -0.0014025881940839236 -0.0074344204667103307
leaf_weight=1818.4095469713211 68.301272988319397 88.162514209747314 69.789040684700012 83.908267974853516 46.344514608383179 70.396790146827698 83.908267974853516 47.696147918701172 4603.9181427955627 2506.4739083051682 72.691653609275818
leaf_count=732 33 51 19 30 26 22 30 22 2556 1215 44
internal_value=0 0.00157933 0.00339042 -0.00124069 0.00274263 0.00855434 -0.000230835 0.00240504 -9.7991e-05 -0.000556655 0.000564548
internal_weight=0 558.507 340.092 218.415 130.253 140.186 199.906 131.604 9001.49 4397.58 1891.1
internal_count=4780 233 126 107 56 41 85 52 4547 1991 776
is_linear=0
shrinkage=0.06


Tree=99
num_leaves=12
num_cat=0
split_feature=82 51 1 125 147 110 54 141 65 50 59
split_gain=0.47925 0.82894 1.55039 1.28311 1.39135 1.03709 0.987235 0.941346 1.27872 1.22095 0.826274
threshold=0.00055427959887310873 0.0038949446752667431 0.00093549740267917525 0.00042089859198313212 0.011169348377734424 0.13479631394147876 0.0027679565828293566 0.0030382014811038975 0.0051502294372767219 0.0016846025246195497 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -5 -6 9 -9 -4 -1
right_child=-2 2 7 5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.00041010839610204142 -0.00029572583922548608 -0.001185484592166634 0.014515344656306528 -0.0012303385891592161 0.0036354907251394957 0.0067697749302229656 -0.0069961595319101488 -0.0011352012212517977 0.010707671159375218 0.0046523024174154612 0.0041995463515120427
leaf_weight=188.96134328842163 6439.5002301931381 256.92228031158447 61.951509594917297 1516.8007344007492 46.952264070510864 60.667943477630615 95.188094258308411 143.42392444610596 42.561883449554443 166.9365177154541 540.1333429813385
leaf_count=79 3170 137 23 876 29 22 59 89 18 77 201
internal_value=0 0.000610263 0.00247729 9.80493e-05 0.00194616 -0.000922662 -0.00348428 0.00474556 0.00157498 0.00732186 0.00300485
internal_weight=0 3120.5 671.796 2448.7 871.235 1577.47 142.14 414.874 185.986 228.888 729.095
internal_count=4780 1610 344 1266 368 898 88 207 107 100 280
is_linear=0
shrinkage=0.06


Tree=100
num_leaves=12
num_cat=0
split_feature=82 100 98 148 66 148 4 8 131 137 100
split_gain=0.423465 1.33361 0.870646 1.27206 1.01927 1.00698 0.87445 0.856546 0.72757 0.913549 0.986277
threshold=0.00055427959887310873 0.00017767510871635753 0.010180860292166473 0.0051502294372767219 0.0044099434744566688 0.0028552538715302949 0.0012745757703669371 0.004017772153019906 0.011880517937242987 0.00017767510871635753 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 6 -4 -5 9 -1 -11
right_child=1 -3 3 7 -6 -7 -8 -9 -10 10 -12
leaf_value=0.0012081601058818944 -0.0033497477035644065 -3.5270596242160658e-05 -0.00075445340251670246 0.0021274923355044596 0.0066113004095446348 0.011839675593788079 0.0073950943565238673 -0.0082991091654366564 -0.0027783876255429302 -0.00039696778799692544 -0.006231969780023142
leaf_weight=1538.4997898340225 471.55009067058563 5967.9501395225525 93.432913064956665 74.85523796081543 86.47540020942688 69.113224029541016 96.204246878623962 45.668697953224182 302.38677668571472 691.04475200176239 122.81879937648773
leaf_count=759 284 2886 45 28 32 21 32 28 180 407 78
internal_value=0 -0.000277982 0.000573648 0.00326801 0.000200857 0.00563952 0.00337987 -0.00182334 -7.95524e-06 0.000348173 -0.00127752
internal_weight=0 6439.5 3120.5 379.274 2741.23 258.75 189.637 120.524 2654.75 2352.36 813.864
internal_count=4780 3170 1610 154 1456 98 77 56 1424 1244 485
is_linear=0
shrinkage=0.06


Tree=101
num_leaves=12
num_cat=0
split_feature=148 50 63 52 24 70 108 105 70 118 140
split_gain=0.396301 0.973291 0.515862 1.16892 0.713275 1.31211 0.92395 0.690604 0.987432 0.929585 1.32603
threshold=0.08153740689158441 0.0028552538715302949 0.0068083447404205808 0.012636432424187662 0.031632266007363803 0.00073092587990686308 0.021960759535431865 0.00073092587990686308 0.034632634371519096 0.0066005610860884198 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 -1 -6 -7 -4 9 -9 -11
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=1.9455173372127407e-05 -0.00091657634800438952 0.0068719823269156217 -0.0081780939005073258 -0.0067418900304002443 0.010287183446228056 -0.0066750157912926211 0.0056585125455371555 -0.0015678186677426939 0.0064988680811033988 -0.00084780498874504728 0.01379895396264783
leaf_weight=8126.6991986036301 134.43896162509918 101.27044415473938 41.074115753173828 125.85754668712616 69.113224029541016 45.668697953224182 41.954133987426758 707.59497714042664 72.288105726242065 57.896609663963318 36.144052863121033
leaf_count=3964 82 41 32 93 21 28 15 430 26 35 13
internal_value=0 0.00242971 -6.14207e-05 -0.0013204 9.67769e-05 0.00410588 -0.000769677 -0.000574682 -0.000217324 -0.000822962 0.0047816
internal_weight=0 235.709 9324.29 1040.86 8283.44 156.736 87.6228 914.998 873.924 801.636 94.0407
internal_count=4780 123 4657 629 4028 64 43 536 504 478 48
is_linear=0
shrinkage=0.06


Tree=102
num_leaves=12
num_cat=0
split_feature=60 25 123 114 44 44 29 142 72 21 28
split_gain=0.424508 0.464095 0.458183 0.767521 0.908949 1.34401 0.998389 1.55695 0.888145 1.20888 1.73524
threshold=0.079227816313505187 0.00052132029668428015 0.00066645268816500913 0.0014881226234138014 0.032603342086076743 0.00244467705488205 0.0032328735105693345 0.0079489401541650313 0.015675474889576439 0.0012745757703669371 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8 9 -5 -11
right_child=1 -3 3 8 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0002116104469502292 0.0022169561903845744 -0.0060499435446146116 -0.0018028569790400882 -0.0011441334424500149 0.0099833525628286821 -0.00067298086182582761 0.010557357688814741 -0.00062648085292377014 -0.0022556854020715595 0.0060930288150201524 0.00034981482225792212
leaf_weight=6864.987785577774 34.79241955280304 82.216298699378967 59.855992436408997 639.90145361423492 53.574296236038208 339.54698216915131 140.7935802936554 65.734140753746033 437.49669969081879 288.0049911737442 553.09542798995972
leaf_count=3312 17 59 34 400 19 166 44 31 308 93 297
internal_value=0 -0.00359179 4.45061e-05 0.000726521 0.00249226 0.00182992 0.00502026 0.00699774 0.000119529 0.000821181 0.00231637
internal_weight=0 117.009 9442.99 2578 659.505 605.931 266.384 206.528 1918.5 1481 841.1
internal_count=4780 76 4704 1392 294 275 109 75 1098 790 390
is_linear=0
shrinkage=0.06


Tree=103
num_leaves=12
num_cat=0
split_feature=61 45 96 45 98 126 143 94 78 148 22
split_gain=0.45359 0.877897 0.977447 0.762253 0.754366 0.696248 0.814777 0.693414 1.63843 1.46486 1.93541
threshold=0.0084566329605877417 0.0087224207818508166 0.028884131461381916 0.074787221848964705 0.00043393640953581786 0.02129978779703379 0.00085274505545385193 0.00093549740267917525 0.0058306583669036635 0.0016331639490090313 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 8 9 10 -8
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0015167291080801714 -0.0044108827688734316 -0.0032266430765204722 0.0040932094446138488 -0.0039662933175847476 0.0019162853895455156 0.005050554753090279 0.0010090850977607208 -6.6216953879213373e-05 0.0038485839247147835 -0.0012246640435378811 0.010259810172856442
leaf_weight=990.73311734199524 367.84864866733551 126.94176650047302 56.073361277580261 138.09031367301941 537.09459567070007 103.43402850627899 477.30181515216827 5070.3533900976181 611.12817203998566 982.83722960948944 98.163629651069641
leaf_count=547 231 61 26 52 186 25 195 2644 322 460 31
internal_value=0 -0.00107752 -0.00328602 8.96667e-05 0.000933128 0.000158519 9.70405e-05 0.000317878 0.00121558 0.000182977 0.00258709
internal_weight=0 1226.05 423.922 802.127 664.036 8333.95 8230.52 7239.78 2169.43 1558.3 575.465
internal_count=4780 556 257 299 247 4224 4199 3652 1008 686 226
is_linear=0
shrinkage=0.06


Tree=104
num_leaves=12
num_cat=0
split_feature=61 22 14 124 44 11 50 68 96 118 141
split_gain=0.400792 0.78596 0.988121 0.688208 0.901574 1.00854 0.942056 1.31916 1.08776 0.73763 0.682932
threshold=0.0084566329605877417 0.00017767510871635753 0.00040826165059115743 0.0045489775948226461 0.00017767510871635753 0.00057154725072905432 0.00066645268816500913 0.004017772153019906 0.013860232196748258 0.00037263428384903824 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 9 -8 10 -6 -9
right_child=1 2 -4 -5 6 -7 7 8 -10 -11 -12
leaf_value=0.0001490082515191555 1.0853887603787832e-05 -0.011124717025403671 -0.0020991685476339679 -0.0032839459807413878 0.0017241958732712238 -0.011215482096998778 -0.0050769440159566977 0.0078239950671363558 0.011700119478164645 -0.008152035280313585 0.0014534443693337248
leaf_weight=8333.9513823986053 87.151216864585876 51.410711884498596 289.95951867103577 188.62100732326508 54.85786235332489 43.033498525619507 62.35505747795105 79.517887353897095 60.736010670661926 54.045911312103271 254.36000335216522
leaf_count=4224 30 35 140 104 20 31 41 19 17 32 87
internal_value=0 -0.00101287 -0.00345843 -6.92049e-05 0.000801941 -0.00370009 0.00183768 0.00303279 0.00431425 -0.0031771 0.00297068
internal_weight=0 1226.05 341.37 884.678 696.057 130.185 565.873 456.969 394.614 108.904 333.878
internal_count=4780 556 175 381 277 61 216 164 123 52 106
is_linear=0
shrinkage=0.06


Tree=105
num_leaves=12
num_cat=0
split_feature=134 140 92 112 29 88 147 86 144 68 88
split_gain=0.39241 1.37172 0.757056 0.763644 1.00386 0.636279 0.511913 0.455679 0.433172 0.737468 0.528432
threshold=0.0010263677686452868 0.076978169381618514 0.00043393640953581786 0.0062037324532866487 0.007706565549597145 0.00039601318712811922 0.0045489775948226461 0.0019071503775194289 0.021960759535431865 0.0051502294372767219 0.1242329850792885
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 -4 -6 -7 10 -10 -1
right_child=1 -3 3 -5 6 7 -8 -9 9 -11 -12
leaf_value=0.00022111010461805643 -0.0057683769572400029 -0.011510722498648613 0.0095123722708246525 0.0076157962878281105 -0.0073825032850411984 -0.0047504238019873846 0.00015229017226870686 0.0032445645501251444 -1.6188938566393148e-05 -0.0055320729114544777 -0.0045389895464725402
leaf_weight=8618.7231352329254 82.488567471504211 46.208380222320557 38.103435635566711 48.440031766891479 79.649166464805603 38.575050711631775 54.789795160293579 76.678486347198486 260.29650831222534 131.26407992839813 84.783430933952332
leaf_count=4221 39 36 12 15 57 25 25 37 175 77 61
internal_value=0 -0.0017002 -0.00061756 0.000646087 -0.000527011 0.00279084 -0.00431174 0.000568663 8.6913e-05 -0.0018653 0.000174741
internal_weight=0 464.933 418.725 336.236 287.796 153.357 134.439 115.254 9095.07 391.561 8703.51
internal_count=4780 246 210 171 156 74 82 62 4534 252 4282
is_linear=0
shrinkage=0.06


Tree=106
num_leaves=12
num_cat=0
split_feature=47 101 146 10 52 16 104 83 82 109 112
split_gain=0.410159 0.888069 0.909565 0.613633 0.880136 1.04384 0.89081 0.811839 1.3672 0.716524 0.678064
threshold=0.10820819064974786 0.0011261500185355546 0.00244467705488205 0.022641776129603389 0.016164712607860569 0.00017767510871635753 0.01884530205279589 0.014740333426743748 0.00047558375808876013 0.037906534969806678 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -6 8 -5 -9 -10
right_child=1 -3 -4 4 6 -7 -8 9 10 -11 -12
leaf_value=-0.00015337607444957597 -0.0029955113934912185 -0.0088118680188602489 0.0043262163195255119 0.0070454399518986559 0.010432255743925903 -0.0063780245938400808 0.00090756254147619938 0.00043311624419969144 0.002063389787271345 -0.0058026545642216702 -0.0042594893926778668
leaf_weight=7568.6300102472305 191.05686044692993 57.964676856994629 89.786416292190552 185.99066317081451 70.396790146827698 71.476154685020447 71.004539608955383 814.29137563705444 289.82823956012726 72.220038533210754 77.354303002357483
leaf_count=4080 68 30 27 59 22 38 25 263 102 31 35
internal_value=0 -0.00205029 -0.000654734 7.53324e-05 0.0011228 0.000699239 0.00564944 0.0010506 0.0028543 -7.48835e-05 0.00073135
internal_weight=0 338.808 280.843 9221.19 1652.56 1511.16 141.401 1439.68 553.173 886.511 367.183
internal_count=4780 125 95 4655 575 528 47 490 196 294 137
is_linear=0
shrinkage=0.06


Tree=107
num_leaves=12
num_cat=0
split_feature=17 130 45 87 11 91 146 146 78 81 117
split_gain=0.383936 0.759273 0.977811 0.779673 0.900041 0.673785 1.42188 0.83089 0.719665 0.906489 0.755824
threshold=0.011169348377734424 0.0010585968848317864 0.0022975050378590827 0.016164712607860569 0.0087224207818508166 0.0035485138650983576 0.0012745757703669371 0.0018488886416889729 0.0042751494329422721 0.0027679565828293566 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8 10 -10 -9
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 -12
leaf_value=0.00013392688808980407 -0.0082008465025585411 -0.0027660443168107652 0.010470380415373785 0.0038757783142340657 -0.0045984879504292458 -0.0041672574293995512 0.0097822704339471274 -0.005856505269889384 0.0094496814909348619 0.00026484494924148948 0.0026306089215877519
leaf_weight=8504.8844434022903 57.220793008804321 36.615667939186096 44.521266222000122 87.015082478523254 323.46351683139801 144.09974110126495 43.23770010471344 84.311815857887268 61.275692939758301 104.91694092750549 68.437407374382019
leaf_count=4198 37 26 17 40 204 87 16 48 25 59 23
internal_value=0 -0.00107953 0.00449702 -0.00154409 -0.0020758 -0.00062771 0.000588426 0.00197704 0.00091892 0.00365132 -0.00205396
internal_weight=0 1055.12 81.1369 973.979 886.964 563.5 419.4 362.18 318.942 166.193 152.749
internal_count=4780 582 43 539 499 295 208 171 155 84 71
is_linear=0
shrinkage=0.06


Tree=108
num_leaves=12
num_cat=0
split_feature=103 61 45 26 126 1 2 33 34 93 129
split_gain=0.40832 0.391464 0.682763 1.10242 0.598993 0.546448 0.691319 0.543605 0.806806 1.30488 0.812498
threshold=0.099559046328067793 0.0084566329605877417 0.0087224207818508166 0.0022975050378590827 0.02129978779703379 0.00062670491752214741 0.00080172589514404546 0.031632266007363803 0.02636832278221846 0.045367386192083366 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 -3 -7 -1 9 -9 -10
right_child=-2 2 -4 -5 -6 6 -8 8 10 -11 -12
leaf_value=0.00022165334027259573 -0.0054718653816682719 -0.0019436987072820764 5.6793507259267681e-05 0.0049659182420601043 0.0047135267716383192 -0.0049830656052035176 -0.015657285171035391 -0.0069405994019736952 0.0059126074282793411 0.0037042336100391758 -0.004005532184112935
leaf_weight=7835.2373464107513 48.843579649925232 196.32240402698517 802.1266758441925 55.465611815452576 103.43402850627899 146.46267175674438 25.671322345733643 169.70299625396729 70.396790146827698 54.85786235332489 51.478779077529907
leaf_count=3982 33 110 299 23 25 104 20 112 22 20 30
internal_value=0 2.81002e-05 -0.000972534 -0.00292018 0.000176176 -0.00410732 -0.00657497 0.000118814 -0.00220706 -0.00434018 0.0017233
internal_weight=0 9511.16 1226.05 423.922 8285.11 368.456 172.134 8181.67 346.436 224.561 121.876
internal_count=4780 4747 556 257 4191 234 124 4166 184 132 52
is_linear=0
shrinkage=0.06


Tree=109
num_leaves=12
num_cat=0
split_feature=113 21 92 141 29 101 42 37 23 92 67
split_gain=0.380293 0.982908 0.511874 0.61129 0.505821 1.13245 0.74437 0.527977 1.15269 1.43594 0.796829
threshold=0.019431582652032379 0.0068083447404205808 0.00244467705488205 0.0016331639490090313 0.074787221848964705 0.0019071503775194289 0.014293605927377941 0.0027679565828293566 0.0019672545604407792 0.0034400182776153092 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 -6 -1 10 -10 -9
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=0.00021368495759982792 0.00084389297584511766 0.00049309407916359866 -0.01065719923892483 -0.0081362602834103709 -0.0038405570188697574 0.0058023730622223726 0.0051218655020492145 0.0079847369139428616 -0.0038348927917358027 4.73176579895026e-05 0.00020773645303319939
leaf_weight=7205.7454113960266 59.992126822471619 261.38558340072632 48.167762994766235 50.059078574180603 114.03803813457489 169.84398591518402 47.156465649604797 78.637869119644165 594.23275566101074 811.23320722579956 119.50778329372406
leaf_count=3532 24 95 35 39 56 54 14 36 372 440 83
internal_value=0 -0.00176622 -0.00549871 -0.00324092 8.1081e-05 0.00238358 -0.00121866 -5.44251e-06 -0.00099008 -0.00159409 0.00329419
internal_weight=0 419.605 158.219 110.051 9140.4 331.038 161.195 8809.36 1603.61 1405.47 198.146
internal_count=4780 193 98 63 4587 124 70 4463 931 812 119
is_linear=0
shrinkage=0.06


Tree=110
num_leaves=12
num_cat=0
split_feature=121 141 103 21 113 143 148 147 75 43 131
split_gain=0.393174 0.969163 0.453644 0.421718 1.01153 0.825933 1.04892 0.921807 0.796096 0.738276 1.61521
threshold=0.16240125149488452 0.00085274505545385193 0.00055427959887310873 0.0037758676335215573 0.019431582652032379 0.010180860292166473 0.00244467705488205 0.028884131461381916 0.00077738583786413084 0.040252277627587325 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 7 -7 -5 -8 -1 -11
right_child=1 2 -4 5 -6 6 8 -9 -10 10 -12
leaf_value=-0.00026196792151902758 0.0015872231550296207 -0.0033070733816342847 -0.012826699097992366 0.0014455976922557558 -0.0070246127898171903 0.0035557638576227718 -0.0068753383967289109 -0.0061470572785046005 -0.0011656196619564399 0.0063462621746293059 -0.0046453131083507805
leaf_weight=6201.8606666326523 78.030119657516479 36.075985670089722 36.007918477058411 2108.582977771759 77.689783692359924 140.72551310062408 107.62020754814148 59.18017578125 480.00022649765015 166.53296983242035 67.693523526191711
leaf_count=3427 33 18 23 761 58 49 51 36 235 59 30
internal_value=0 -0.00304647 -0.00806239 4.85997e-05 -0.000219231 0.000650991 -0.00109706 0.00123832 -0.00221133 -0.000137084 0.0031696
internal_weight=0 150.114 72.0839 9409.89 6513.78 2896.11 728.346 2167.76 587.62 6436.09 234.226
internal_count=4780 74 41 4706 3574 1132 335 797 286 3516 89
is_linear=0
shrinkage=0.06


Tree=111
num_leaves=12
num_cat=0
split_feature=82 12 36 58 143 46 37 65 78 33 100
split_gain=0.373379 0.688127 0.939541 0.842797 0.984361 0.781408 0.682322 0.677082 1.09558 0.612634 0.673058
threshold=0.0087224207818508166 0.0038949446752667431 0.001792412775103003 0.004017772153019906 0.0063990866765379914 0.00017767510871635753 0.00044738779251929378 0.0022272822679951791 0.0031340263085439806 0.00093549740267917525 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 5 -5 -3 8 -6 -7 -11
right_child=1 2 -4 4 7 9 -8 -9 -10 10 -12
leaf_value=0.00013403745394036353 -0.0082493995321459724 0.008161339857181182 -0.0043965154216431806 0.0016401368976485457 0.0045972718574993181 -0.0095307008681918253 0.00025063445466288851 0.0083530534168404207 -0.0047787283425818079 0.0015241188882447589 -0.0043191765697203734
leaf_weight=8476.840479850769 67.421254754066467 82.692769050598145 60.395674705505371 122.5513858795166 99.447195768356323 57.828542470932007 74.719103574752808 48.440031766891479 81.744683623313904 93.500980257987976 294.4179664850235
leaf_count=4257 50 24 42 50 32 40 38 15 46 40 146
internal_value=0 -0.00104898 0.00196541 -0.0018077 -0.0012634 -0.002603 0.00440634 0.00205186 0.000367291 -0.00376959 -0.00291075
internal_weight=0 1083.16 217.808 865.352 797.931 568.299 157.412 229.632 181.192 445.747 387.919
internal_count=4780 523 104 419 369 276 62 93 78 226 186
is_linear=0
shrinkage=0.06


Tree=112
num_leaves=12
num_cat=0
split_feature=47 101 87 98 2 126 103 95 11 62 108
split_gain=0.382 0.762163 0.904115 0.474324 0.453671 0.463878 0.407527 1.16712 0.790095 1.06875 1.19256
threshold=0.10820819064974786 0.0011261500185355546 0.0014881226234138014 0.00066645268816500913 0.060991313308477409 0.013032016810029747 0.00066645268816500913 0.00039601318712811922 0.0054799309000372895 0.0014427106943912806 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 -1 -8 -9 10 -10
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=0.0002074236224396205 -0.0078056179116283769 -0.0082426119309591556 0.0036025459904636052 -0.0011444563052824459 -0.00024524241059655178 0.0057960191875048904 -0.0040931675173498756 0.0010707841733446904 -0.0074879753518532445 -0.0048209270610941246 0.0023165541684064222
leaf_weight=7324.6308794021606 58.03274405002594 57.964676856994629 108.56829297542572 114.24223971366882 84.652151823043823 99.583330154418945 319.20927059650421 850.28958356380463 54.585593581199646 242.59885144233704 245.64245402812958
leaf_count=3756 25 30 29 41 23 22 183 382 40 141 108
internal_value=0 -0.00197866 -0.000685807 -0.00338834 7.27004e-05 0.00302019 1.26102e-05 -0.000820722 -7.08959e-05 -0.00185924 0.000533956
internal_weight=0 338.808 280.843 172.275 9221.19 184.235 9036.96 1712.33 1393.12 542.827 300.228
internal_count=4780 125 95 66 4655 45 4610 854 671 289 148
is_linear=0
shrinkage=0.06


Tree=113
num_leaves=12
num_cat=0
split_feature=122 21 147 132 117 110 101 91 134 136 129
split_gain=0.354857 0.401095 0.75177 0.757778 0.727847 0.647651 0.756464 0.632997 0.95516 0.965919 0.857837
threshold=0.031632266007363803 0.0092791137285530585 0.015200819820165636 0.0015349716995842757 0.00747153488919139 0.0035485138650983576 0.000490355829242617 0.0038949446752667431 0.0013560238294303419 0.0031340263085439806 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -7 8 9 -1 -9
right_child=-2 2 -4 -5 -6 6 -8 10 -10 -11 -12
leaf_value=0.00010337667641625209 -0.0043751818215656546 0.00058035638454334679 -0.0056573366635610176 0.0057871810480011757 0.0026818043415098849 -0.00068428656075731047 -0.0097585098473229291 -0.0017439455394957556 -0.0056519658164609033 0.0044324281629564213 0.0021898792062116654
leaf_weight=6359.5642291307449 66.273823022842407 448.86401426792145 57.356927394866943 125.25465250015259 443.66168260574341 88.434782981872559 52.8304123878479 1392.7664361000061 100.93010818958282 191.12492763996124 232.93807196617126
leaf_count=3277 39 140 27 42 141 31 26 792 66 63 136
internal_value=0 3.05423e-05 0.00104788 0.00137969 0.000845678 -0.00053473 -0.00407787 -0.000118961 0.000140436 0.000229682 -0.00118029
internal_weight=0 9493.73 1216.4 1159.05 1033.79 590.129 141.265 8277.32 6651.62 6550.69 1625.7
internal_count=4780 4741 407 380 338 197 57 4334 3406 3340 928
is_linear=0
shrinkage=0.06


Tree=114
num_leaves=12
num_cat=0
split_feature=70 105 142 112 69 88 79 54 81 125 94
split_gain=0.382648 0.953275 0.912956 0.846192 1.3759 1.10602 1.8286 1.46995 1.61102 1.17355 0.961963
threshold=0.00039601318712811922 0.00042089859198313212 0.0033348383149132137 0.0019071503775194289 0.0054799309000372895 0.00017767510871635753 0.0044099434744566688 0.0062037324532866487 0.00080172589514404546 0.020035739988088611 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 8 -4 -10 -5
right_child=-2 2 3 10 -6 6 -8 -9 9 -11 -12
leaf_value=0.00066516539093148933 0.00026957527689116872 -0.0033599844623267068 0.0099970256431619071 -0.013623236594490313 -0.0058634623265317702 -0.0033888646731096762 0.0043900465873257842 0.006950364819379615 -0.0044002278557305069 0.006875209729397657 -0.0021076687439743505
leaf_weight=1367.2458139657974 6354.9842127561569 594.90857231616974 47.764215111732483 34.048535704612732 124.7101149559021 363.5263352394104 155.24828827381134 193.76012706756592 170.44688010215759 41.278317332267761 112.07865536212921
leaf_count=618 3137 370 17 24 82 215 78 60 105 17 57
internal_value=0 -0.00053452 -0.00142705 -0.000501832 6.96324e-05 0.000830845 -0.00106095 0.00299613 4.35165e-05 -0.00220195 -0.00479087
internal_weight=0 3205.02 1837.77 1242.86 1096.73 972.024 518.775 453.25 259.489 211.725 146.127
internal_count=4780 1643 1025 655 574 492 293 199 139 122 81
is_linear=0
shrinkage=0.06


Tree=115
num_leaves=12
num_cat=0
split_feature=143 116 25 150 28 45 45 113 76 94 129
split_gain=0.358265 0.686924 1.11859 1.28438 1.27823 1.0525 1.04263 1.06297 1.05723 1.03175 2.13545
threshold=0.00085274505545385193 0.0010585968848317864 0.0012745757703669371 0.0053125319536775359 0.0062037324532866487 0.004017772153019906 0.011880517937242987 0.0051502294372767219 0.000490355829242617 0.00093549740267917525 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 -8 -9 10 -4
right_child=1 2 9 5 -6 6 7 8 -10 -11 -12
leaf_value=-0.00094606178811167173 0.0010565404468431633 -0.0029572065752236252 -0.0019568565728061709 0.0032063742966020013 0.0041452097535184433 -0.0030990023593106316 0.0036158031245555684 0.0028929892870159573 -0.0033622545699303883 -5.728482438359168e-05 0.004469951486965584
leaf_weight=1252.2548351287842 2182.7381227016449 1224.1476596593857 276.78352153301239 318.53830921649933 98.567177534103394 412.37477016448975 274.49351334571838 149.77854311466217 277.4641934633255 2524.6286144256592 568.23080790042877
leaf_count=632 1031 648 155 137 49 200 85 51 105 1406 281
internal_value=0 0.000142603 -0.000183092 -0.00107977 -0.00242794 0.000164953 -0.000704628 0.000702425 -0.00116935 0.000550122 0.00236486
internal_weight=0 8307.75 6125.01 2755.36 1322.71 1432.65 1114.11 701.736 427.243 3369.64 845.014
internal_count=4780 4148 3117 1275 697 578 441 241 156 1842 436
is_linear=0
shrinkage=0.06


Tree=116
num_leaves=12
num_cat=0
split_feature=136 26 29 39 63 91 148 82 78 54 67
split_gain=0.369609 0.681974 1.66098 1.11085 1.02438 0.948304 1.11253 1.30963 0.788922 0.981302 0.978183
threshold=0.00040826165059115743 0.00037263428384903824 0.0017376682371832433 0.00052132029668428015 0.0027679565828293566 0.0035485138650983576 0.0034400182776153092 0.00096484774257987748 0.0058306583669036635 0.0027679565828293566 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 -8 10 -10 -9
right_child=-2 2 5 4 -6 -7 7 8 9 -11 -12
leaf_value=-0.00052159007534740881 0.00055063878987166709 0.013332948808847301 0.0041454582983992449 -0.0026223267031877536 0.0078118139766455196 -0.0038655320444516551 -0.0068937500025821261 0.001806301882661283 -0.0022029153373476886 0.0084910952048332395 -0.0069574862534089628
leaf_weight=5492.8605548143387 3007.7599318027496 55.533679008483887 258.07456731796265 59.855992436408997 78.030119657516479 179.43184292316437 98.970725417137146 123.97108638286591 48.911646842956543 83.840200781822205 72.759720802307129
leaf_count=2862 1411 18 100 34 33 112 67 41 28 35 39
internal_value=0 -0.000252767 0.00114108 0.00616805 0.00328238 1.82569e-05 0.00103333 -0.000841231 0.000976839 0.00455095 -0.00143493
internal_weight=0 6552.24 1059.38 193.42 137.886 865.96 686.528 428.453 329.483 132.752 196.731
internal_count=4780 3369 507 85 67 422 310 210 143 63 80
is_linear=0
shrinkage=0.06


Tree=117
num_leaves=12
num_cat=0
split_feature=21 117 57 95 17 131 76 33 4 81 28
split_gain=0.341389 0.838483 0.773495 0.507503 1.17548 0.476505 0.721598 0.824983 0.724136 0.701882 0.902581
threshold=0.015675474889576439 0.014293605927377941 0.00075379351619631063 0.00047558375808876013 0.0010585968848317864 0.011880517937242987 0.0070226341485977182 0.031632266007363803 0.00087947337306104611 0.0079489401541650313 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 -1 -9 -10 -11
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=8.1640888750338593e-05 0.001843123159829734 0.0053792099249966221 0.00520327844510576 -0.00016448887253470122 -0.0091099460029780664 -0.0012704534615591595 0.0033947015535556327 -0.010023187552773349 -0.0058355417270463629 0.0051496087514345196 -0.0059726124263139715
leaf_weight=7290.9858915805817 166.06135475635529 142.82103025913239 93.029365181922913 219.63565099239349 69.65290629863739 1097.4052394628525 227.47318208217621 48.167762994766235 89.446080327033997 74.85523796081543 40.466366291046143
leaf_count=3750 46 38 27 65 29 620 61 35 52 28 29
internal_value=0 0.00128433 0.000217855 -0.000800682 -0.00231831 -0.000100096 6.51711e-05 -3.52248e-05 -0.00340393 -0.00184688 0.00124682
internal_weight=0 691.2 548.379 455.35 289.289 8868.8 7771.39 7543.92 252.935 204.768 115.322
internal_count=4780 205 167 140 94 4575 3955 3894 144 109 57
is_linear=0
shrinkage=0.06


Tree=118
num_leaves=12
num_cat=0
split_feature=60 115 143 2 31 93 105 116 17 132 23
split_gain=0.341457 0.50548 0.355289 0.722705 0.639242 0.562728 0.969879 1.07296 0.79381 0.718444 0.781294
threshold=0.079227816313505187 0.00085274505545385193 0.00085274505545385193 0.0012745757703669371 0.0010918468469753864 0.0038949446752667431 0.0017376682371832433 0.00057154725072905432 0.00017767510871635753 0.0015349716995842757 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 9 7 -7 -9 10 -1
right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0014142521543329203 0.0014818999093687635 -0.0065280121501138369 0.00018339413064896937 0.0033883611220780711 -0.0028175542434613217 -0.0022856584107169226 -0.0078953355870230186 0.00048651964920006213 0.0098518775361744193 8.7607352993691016e-05 -0.0065079584073608624
leaf_weight=205.23929965496063 48.303897380828857 68.704820871353149 8197.1543453931808 215.85301983356476 82.624701857566833 115.92935371398926 42.425749063491821 59.316310167312622 72.288105726242065 222.39727425575256 229.76319026947021
leaf_count=122 25 51 4077 57 29 60 28 26 26 148 131
internal_value=0 -0.00322134 3.99158e-05 -0.00090412 0.00167044 -0.00171527 0.000486591 0.0019232 0.00563075 -0.00268644 -0.00410469
internal_weight=0 117.009 9442.99 1245.84 298.478 947.359 289.96 247.534 131.604 657.4 435.002
internal_count=4780 76 4704 627 86 541 140 112 52 401 253
is_linear=0
shrinkage=0.06


Tree=119
num_leaves=12
num_cat=0
split_feature=99 148 68 12 78 71 94 142 117 40 108
split_gain=0.320298 1.10461 0.759576 0.664902 0.392436 1.29488 1.18667 1.08603 1.29489 1.1225 1.54666
threshold=0.11759182065725328 0.0005893622583243997 0.0035485138650983576 0.002945306478068233 0.0058306583669036635 0.15819545835256579 0.00093549740267917525 0.018276390619575981 0.0056525857653468856 0.0066005610860884198 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 7 8 -6 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00037309764737732554 0.0091599451104073873 -0.0087732705773368828 0.0033638471210822793 0.0028126491010978553 0.00095483840856181194 0.0063268959362199877 -0.00038501569039415515 -0.0031579136499030242 0.0012549145021135181 0.0019720442599054041 0.013639981078134413
leaf_weight=5589.7746052742004 60.667943477630615 50.059078574180603 94.312931299209595 27.698772311210632 422.09876155853271 129.03728365898132 2777.9627546072006 117.00871825218201 54.721727967262268 128.83308207988739 107.82440912723541
leaf_count=2556 22 39 28 14 248 50 1616 76 30 65 36
internal_value=0 0.00219858 -0.000255829 -0.00464615 -5.48601e-05 0.000421095 0.000209905 0.0021999 0.00307857 0.00615507 0.0094705
internal_weight=0 232.739 172.071 77.7579 9327.26 3737.49 3608.45 830.487 713.478 291.379 162.546
internal_count=4780 103 81 53 4677 2121 2071 455 379 131 66
is_linear=0
shrinkage=0.06


Tree=120
num_leaves=12
num_cat=0
split_feature=121 43 116 29 93 61 18 19 25 92 143
split_gain=0.310637 0.934282 1.26632 0.803078 1.05645 0.912669 1.05746 0.760012 0.806201 1.25108 0.7866
threshold=0.00017767510871635753 0.00017767510871635753 0.0072436286136507997 0.010180860292166473 0.0011261500185355546 0.00043393640953581786 0.0010585968848317864 0.0046923852059990176 0.011519505176693203 0.00043393640953581786 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 8 9 -1 -11
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00163776524362035 -0.002710690069187362 2.2461697635910911e-05 -0.0039666759908821092 0.0064109081590077686 0.011546542326222783 -0.0044441480723901661 0.0083576161091486866 -0.0018758991056401493 -0.0017363796404908473 -0.0012287188949050476 0.002261497434830301
leaf_weight=608.69717419147491 117.14485263824463 5246.8436845541 89.985762596130371 224.70184826850891 49.655530691146851 50.195212960243225 43.23770010471344 966.20437145233154 668.74765765666962 287.93206870555878 1206.6542043685913
leaf_count=310 66 2448 60 74 21 29 16 586 425 146 599
internal_value=0 0.000274066 0.00257026 0.00378327 0.00151439 0.00497342 0.00148009 -0.000426818 7.82657e-05 0.00065524 0.00158911
internal_weight=0 5821.76 574.921 484.935 260.233 143.088 93.4329 3738.24 2772.03 2103.28 1494.59
internal_count=4780 2714 266 206 132 66 45 2066 1480 1055 745
is_linear=0
shrinkage=0.06


Tree=121
num_leaves=12
num_cat=0
split_feature=130 130 39 134 24 10 59 48 101 111 129
split_gain=0.377361 0.809913 0.703305 0.679697 1.35983 0.664401 0.579612 0.596872 0.540691 0.47767 0.73576
threshold=0.00082683752407319855 0.00055427959887310873 0.0019071503775194289 0.0010263677686452868 0.0013986918493174019 0.007706565549597145 0.0063990866765379914 0.00050559637020342063 0.0013146653072908523 0.00037263428384903824 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -5 -6 7 -4 -7 -1 -11
right_child=2 -3 6 4 5 8 -8 -9 -10 10 -12
leaf_value=0.00019628371986498219 0.0070640861297845544 -0.0035982780686485616 -0.0031050991900871188 -0.012030379061748774 -0.0045759642364595976 -0.0023691357706944471 0.0026592633023196852 0.004111100963782993 0.0057414533073670889 -0.0079915126520338168 -0.00085384475866218579
leaf_weight=8062.4576808214188 71.544221878051758 231.38223707675934 181.1189569234848 48.843579649925232 99.646542072296143 54.182045698165894 258.20584642887115 53.438161849975586 65.194458484649658 60.395674705505371 373.59066259860992
leaf_count=3871 33 155 131 33 65 22 138 29 23 42 238
internal_value=0 -9.44151e-05 0.00150508 -1.91133e-06 -0.00297775 -0.000958952 0.000697972 -0.00146106 0.00206026 9.19076e-05 -0.00184716
internal_weight=0 8995.69 564.307 8764.31 267.867 219.023 492.763 234.557 119.377 8496.44 433.986
internal_count=4780 4449 331 4294 143 110 298 160 45 4151 280
is_linear=0
shrinkage=0.06


Tree=122
num_leaves=12
num_cat=0
split_feature=47 42 0 76 72 125 18 109 112 11 149
split_gain=0.316849 0.660906 0.811246 0.476527 1.19977 0.676423 0.943822 0.938232 0.697613 0.599468 0.836488
threshold=0.10820819064974786 0.022641776129603389 0.0044099434744566688 0.0013146653072908523 0.024066280573606495 0.015200819820165636 0.0045489775948226461 0.037906534969806678 0.0013146653072908523 0.0022272822679951791 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 9 -8 -5 -11
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=-0.00012973411033806594 -0.0069892048699248966 -0.0025240323167786552 0.0047881157721161279 0.0030945850646178349 -0.006811231237091599 0.0078644558978934048 -0.0089526734738393059 -0.0042917756879663578 0.001279776231773488 0.0024464760623822334 -0.0023182467265613809
leaf_weight=7643.6894497871399 70.124521374702454 192.40849375724792 76.274938464164734 718.29133033752441 67.489321947097778 55.533679008483887 56.00529408454895 92.893230795860291 41.954133987426758 317.52701187133789 227.80866277217865
leaf_count=4093 42 64 19 216 45 18 31 37 15 116 84
internal_value=0 -0.00180204 -0.00044823 6.62112e-05 0.00101565 0.00136547 0.00111733 0.00152806 -0.00457031 0.00195589 0.00045606
internal_weight=0 338.808 268.683 9221.19 1577.5 1510.01 1454.48 1356.52 97.9594 1263.63 545.336
internal_count=4780 125 83 4655 562 517 499 453 46 416 200
is_linear=0
shrinkage=0.06


Tree=123
num_leaves=12
num_cat=0
split_feature=123 124 60 65 78 30 84 149 79 140 19
split_gain=0.333656 0.752819 1.15304 1.14021 0.977234 0.75518 0.72171 0.709129 1.30931 1.41649 0.64933
threshold=0.00066645268816500913 0.0012745757703669371 0.00096484774257987748 0.0063990866765379914 0.0058306583669036635 0.00038414125447161501 0.00070876078098081063 0.0041444667149335155 0.0033348383149132137 0.0045489775948226461 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 5 -3 -4 10 -6 9 -9 -2
right_child=1 4 3 -5 7 -7 -8 8 -10 -11 -12
leaf_value=-0.00021763127893359232 0.0025733168996934256 -0.0016311111736500967 -0.0037364402192149198 -0.0095761648070983862 0.0004365464274102572 0.0034239899840685078 0.0012829275998287762 0.016027389183558522 -0.001238596569495477 0.0024233384478535053 0.0093382946192916531
leaf_weight=6942.8137036561966 81.948885202407837 793.8710310459137 78.569801926612854 42.35768187046051 985.11752724647522 163.08581936359406 141.33326256275177 51.007164001464844 84.379883050918579 59.924059629440308 135.59124863147736
leaf_count=3360 31 429 41 33 626 74 52 17 43 29 45
internal_value=0 0.000577327 0.0023606 -0.000495721 -3.35666e-06 0.00109591 0.00462111 0.00109135 0.00439409 0.0086786 0.00678988
internal_weight=0 2617.19 642.887 284.013 1974.3 241.656 358.873 1180.43 195.311 110.931 217.54
internal_count=4780 1420 276 148 1144 115 128 715 89 46 76
is_linear=0
shrinkage=0.06


Tree=124
num_leaves=12
num_cat=0
split_feature=83 107 105 50 44 24 69 138 29 149 109
split_gain=0.337227 1.05333 1.07023 0.948213 0.922543 1.38855 1.05532 1.03825 1.13864 0.784077 0.724703
threshold=0.014740333426743748 0.0021592099219560628 0.007706565549597145 0.037906534969806678 0.019431582652032379 0.0020292587578296666 0.00073092587990686308 0.00044738779251929378 0.0023699469165876512 0.00085274505545385193 0.054214311763644225
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 5 -2 7 8 -7 -4 -1
right_child=1 2 9 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00021776231106352122 -0.0037797301449851279 0.00037812105740488069 0.0028143518722435678 -0.0074421153257373321 -0.008794247200377709 0.014873517408192771 -0.0017809541510772032 -0.0022549342340024421 0.0035270949284471279 -0.0064683310704228931 0.0058565413413611371
leaf_weight=5476.9715805053711 329.34166514873505 2930.0215020179749 42.561883449554443 110.65895485877991 57.828542470932007 47.156465649604797 183.41867566108704 58.504359126091003 98.027495265007019 142.20842552185059 83.30051851272583
leaf_count=2981 201 1166 18 66 40 14 105 38 41 83 27
internal_value=0 -0.000420161 9.88303e-05 -0.0022469 -0.00150441 -0.000916006 0.00152038 0.00449319 0.00721247 -0.00433006 0.000302239
internal_weight=0 3999.73 3114.79 884.936 774.277 716.449 387.107 203.688 145.184 184.77 5560.27
internal_count=4780 1772 1267 505 439 399 198 93 55 101 3008
is_linear=0
shrinkage=0.06


Tree=125
num_leaves=12
num_cat=0
split_feature=61 147 124 93 54 24 125 52 148 117 146
split_gain=0.379481 0.567728 0.738309 0.932788 0.937092 0.823198 0.642128 0.760163 0.548807 0.537504 0.449336
threshold=0.0084566329605877417 0.0045489775948226461 0.000490355829242617 0.00017767510871635753 0.024810968898236755 0.00087947337306104611 0.00052132029668428015 0.0020292587578296666 0.023343417793512348 0.0031340263085439806 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 -2 7 -7 10 -4 -8
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12
leaf_value=0.00014499256440162375 -0.0075584452233076697 -0.0029494121307127685 0.00085581045550932886 -0.0047900205453009449 0.0030696389079039529 0.0055827668729932093 -0.0088400940216811549 -0.0016597400989897841 0.0015470529225555768 0.0079173517469449603 -0.0017483146234195618
leaf_weight=8333.9513823986053 73.503604650497437 370.01223301887512 62.627326250076294 106.20050704479218 112.41899132728577 95.596497416496277 66.273823022842407 114.84998917579651 60.06019401550293 102.01432800292969 62.491191864013672
leaf_count=4224 32 215 21 60 32 29 39 44 19 34 31
internal_value=0 -0.000985573 -0.000136726 0.00182033 -0.000748409 -0.00172324 -0.000649014 0.00163021 -0.00318922 0.00523124 -0.00539837
internal_weight=0 1226.05 856.036 383.261 218.619 472.775 399.272 210.446 188.825 164.642 128.765
internal_count=4780 556 341 147 92 194 162 73 89 55 70
is_linear=0
shrinkage=0.06


Tree=126
num_leaves=12
num_cat=0
split_feature=146 40 96 94 28 96 76 60 110 56 32
split_gain=0.388378 0.730257 0.742608 0.646732 1.17752 1.18022 1.11811 1.46588 0.854355 1.0089 0.995631
threshold=0.011519505176693203 0.00060774214216507982 0.0010918468469753864 0.00066645268816500913 0.0015833032084628942 0.0054799309000372895 0.00040826165059115743 0.0011261500185355546 0.0072436286136507997 0.00042089859198313212 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 8 -6 7 -4 10 -10 -5
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00018771656607676436 0.0039930264641755949 -0.0030060285882259857 -0.0047313960673819374 0.0012961271317473275 0.0047062749505845831 -0.00093571502878436058 0.012057812246407297 0.0080568348490435843 -0.013414803827761416 0.0012054252101718578 -0.0036407774368994671
leaf_weight=7703.8468426465988 223.82183003425598 208.48224854469299 68.165138602256775 384.67599785327911 328.06295430660248 225.03247368335724 47.832282304763794 61.275692939758301 42.35768187046051 28.374588966369629 238.07233643531799
leaf_count=3819 91 122 43 186 152 145 12 25 33 12 140
internal_value=0 0.000779106 0.00033842 0.000828119 0.000345901 0.00241077 0.00421905 0.00132239 -0.00130097 -0.00754983 -0.000591217
internal_weight=0 1856.15 1632.33 1423.85 1246.58 553.095 177.273 129.441 693.481 70.7323 622.748
internal_count=4780 961 870 748 668 297 80 68 371 45 326
is_linear=0
shrinkage=0.06


Tree=127
num_leaves=12
num_cat=0
split_feature=130 39 59 127 15 58 146 90 21 98 46
split_gain=0.332777 0.593374 0.526957 0.528858 0.638087 0.544042 0.438955 0.430804 0.862614 0.962717 0.742147
threshold=0.00082683752407319855 0.0019071503775194289 0.0063990866765379914 0.00099512818269431613 0.0068083447404205808 0.0045489775948226461 0.0051502294372767219 0.00043393640953581786 0.0037758676335215573 0.0072436286136507997 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 6 5 -5 -4 -3 -1 9 -9 -10
right_child=1 2 3 4 -6 -7 -8 8 10 -11 -12
leaf_value=8.9843016489317616e-05 0.0065194789589262973 0.002486607795434794 -0.0019723630502133504 0.0011876394681644136 0.010777279260119465 0.005634247117416934 -0.0031260181729297356 -0.0017480590871182158 0.00095374013834509798 -0.008351271900877864 -0.0033255673865014873
leaf_weight=7592.4391486644745 71.544221878051758 72.691653609275818 109.2392543554306 50.195212960243225 49.723597884178162 49.047781229019165 161.86546516418457 412.97766435146332 708.08601331710815 98.431043148040771 183.75901162624359
leaf_count=3808 33 44 75 29 16 18 116 251 251 59 80
internal_value=0 0.00141338 0.000672023 0.00254211 0.00595983 0.000384667 -0.00138661 -8.86623e-05 -0.00105448 -0.00301898 7.2016e-05
internal_weight=0 564.307 492.763 258.206 99.9188 158.287 234.557 8995.69 1403.25 511.409 891.845
internal_count=4780 331 298 138 45 93 160 4449 641 310 331
is_linear=0
shrinkage=0.06


Tree=128
num_leaves=12
num_cat=0
split_feature=146 40 121 146 98 100 23 60 24 25 44
split_gain=0.347256 0.641263 1.18114 1.08667 1.13793 1.19639 0.917092 0.751209 0.741686 1.06684 0.933321
threshold=0.011519505176693203 0.00060774214216507982 0.012636432424187662 0.018276390619575981 0.0044099434744566688 0.00099512818269431613 0.020035739988088611 0.00055427959887310873 0.0035485138650983576 0.0045489775948226461 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -5 -7 -3 10 -10
right_child=1 2 -4 6 5 7 -8 -9 9 -11 -12
leaf_value=-0.00017750087367513588 0.0037484325227735683 -0.0025073808650221694 -0.0049130400308464682 -0.0018498790690875133 0.01366168007587489 -0.002542547049768311 0.0034781723604008479 0.0053479139872920261 0.0051399850349304211 0.0066598379906861556 -0.0045717014275143842
leaf_weight=7703.8468426465988 223.82183003425598 176.79664349555969 141.6006760597229 595.78859055042267 51.007164001464844 56.00529408454895 144.50814425945282 193.55592548847198 57.424994587898254 121.80750203132629 93.836460947990417
leaf_count=3819 91 115 80 353 17 31 57 75 22 57 63
internal_value=0 0.000736706 0.000323745 0.000821173 0.00243014 0.00528854 -0.000809827 0.00357718 0.000520362 0.00248065 -0.000884751
internal_weight=0 1856.15 1632.33 1490.73 750.434 300.568 740.297 249.561 449.866 273.069 151.261
internal_count=4780 961 870 790 380 123 410 106 257 142 85
is_linear=0
shrinkage=0.06


Tree=129
num_leaves=12
num_cat=0
split_feature=61 59 66 107 59 17 53 120 62 136 114
split_gain=0.3324 0.484795 0.706557 0.506555 0.69875 1.01363 0.77315 0.51594 0.476894 0.900958 0.53929
threshold=0.0084566329605877417 0.0056525857653468856 0.0013986918493174019 0.048151826485991485 0.0044099434744566688 0.00057154725072905432 0.0042751494329422721 0.00060774214216507982 0.0010585968848317864 0.0013560238294303419 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5 9 -3 -11
right_child=1 8 -4 7 -6 -7 -8 -9 -10 10 -12
leaf_value=0.000135700431421932 -0.0039626575319745656 -0.0053531922983239624 0.0038156778226444495 -0.009202890128363235 0.0051722589265699778 -0.0055669090104046859 0.0016195160666856924 -0.00039930944979921505 -0.009311867080144056 0.0045552443503558658 -0.0039863528473086081
leaf_weight=8333.9513823986053 117.75260210037231 141.46454167366028 132.28023254871368 50.263280153274536 73.571671843528748 137.14222824573517 369.95387637615204 45.804832339286804 37.899234056472778 80.057569622993469 39.858616828918457
leaf_count=4224 69 90 50 24 27 74 124 18 27 27 26
internal_value=0 -0.000922411 -0.000244411 -0.000920405 -0.000358514 -0.00100972 0.000271747 -0.00500538 -0.00302195 -0.00210993 0.00171613
internal_weight=0 1226.05 926.769 794.488 698.42 624.849 487.706 96.0681 299.28 261.381 119.916
internal_count=4780 556 386 336 294 267 193 42 170 143 53
is_linear=0
shrinkage=0.06


Tree=130
num_leaves=12
num_cat=0
split_feature=38 95 2 38 117 25 35 63 18 65 81
split_gain=0.321898 0.934355 0.832263 0.543267 1.07796 1.00654 1.47238 0.6926 0.549369 1.04417 0.775858
threshold=0.0084566329605877417 0.0058306583669036635 0.0012745757703669371 0.0017376682371832433 0.014293605927377941 0.0010585968848317864 0.011169348377734424 0.00062670491752214741 0.0015833032084628942 0.041476719081401832 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 7 -6 -7 -5 -1 10 -10
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=0.00013488272924353271 -0.0022011107864048918 -0.0068757591645086293 0.0068248686418499313 -0.0033689382356150879 -0.002983818038616152 0.0034905916862809552 0.014470689008440167 0.0011167127869350464 -0.0031115606906843844 0.0082988876185480093 -0.00031117318610974972
leaf_weight=6749.6661813259125 120.31973433494568 93.836460947990417 52.966546773910522 164.70486617088318 57.356927394866943 211.05423605442047 55.533679008483887 500.40114998817444 573.76376497745514 41.278317332267761 939.11820387840271
leaf_count=3255 71 63 16 98 27 76 18 261 351 17 527
internal_value=0 -0.00205353 0.000557763 5.90285e-05 0.0013883 0.00422656 0.00577789 5.89957e-06 -9.92978e-05 -0.00111634 -0.00137323
internal_weight=0 267.123 173.286 9292.88 989.051 323.945 266.588 665.106 8303.83 1554.16 1512.88
internal_count=4780 150 87 4630 480 121 94 359 4150 895 878
is_linear=0
shrinkage=0.06


Tree=131
num_leaves=12
num_cat=0
split_feature=144 75 60 77 149 20 94 141 118 76 44
split_gain=0.305119 0.892906 0.542132 0.403176 0.395215 0.378525 0.365498 0.717716 1.04435 0.794693 0.583434
threshold=0.021960759535431865 0.0027679565828293566 0.0054799309000372895 0.0015349716995842757 0.010180860292166473 0.00017767510871635753 0.015200819820165636 0.0005893622583243997 0.00085274505545385193 0.00093549740267917525 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 -3 -5 -1 -8 9 10 -9
right_child=1 2 -4 5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00018610007581556631 -0.012384511110390892 -0.0019146608193137027 0.0061622204795660288 -0.0078270680006030987 0.005520746992013068 0.0013366917159940634 -0.0061688066930383955 -0.0052087582912909462 0.0015670997497709868 0.0055746561456950644 0.0035444882505437994
leaf_weight=8383.0817966461182 30.197837352752686 225.5040887594223 43.777382373809814 39.18280017375946 29.050405621528625 27.698772311210632 91.337395906448364 240.36719989776611 385.2837473154068 33.576920628547668 30.941721200942993
leaf_count=4093 21 158 24 28 10 14 56 162 189 11 14
internal_value=0 -0.00163188 -5.42356e-06 -0.00663011 -0.00106611 -0.00403193 7.04085e-05 -0.00117059 -0.000509127 -0.00313285 -0.00421048
internal_weight=0 395.411 298.332 97.0794 254.554 66.8816 9164.59 781.507 690.17 304.886 271.309
internal_count=4780 255 192 63 168 42 4525 432 376 187 176
is_linear=0
shrinkage=0.06


Tree=132
num_leaves=12
num_cat=0
split_feature=30 23 110 23 85 37 86 31 135 80 37
split_gain=0.352524 0.841364 1.01829 1.20558 0.96175 1.33548 1.28284 0.925676 1.11369 0.815507 0.806847
threshold=0.0014881226234138014 0.0014881226234138014 0.04673989117145539 0.00093549740267917525 0.0016331639490090313 0.00075379351619631063 0.00080172589514404546 0.00052132029668428015 0.0012357163941487672 0.01884530205279589 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 7 -7 -6 -9 -2 -5
right_child=9 4 -4 10 5 6 -8 8 -10 -11 -12
leaf_value=-0.0019371924445225504 0.00068167464979487584 -0.00018587808548867186 0.0097493742304456919 0.0022794463714865851 -0.0027440095260988177 -0.0098916317220075472 -0.0018948697520537426 0.0089826342646589334 -0.0020248767459974445 -0.0054917858268673436 0.011172127217347413
leaf_weight=211.52099585533142 3030.5675767660141 5385.6146701574326 56.817245125770569 135.9267293214798 187.4055083990097 136.12607562541962 153.82858777046204 70.328722953796387 62.491191864013672 79.041417002677917 50.331347346305847
leaf_count=137 1689 2450 19 68 98 101 87 27 31 54 19
internal_value=0 -0.000252974 0.00223566 0.00116243 -0.00044166 -0.00269926 -0.00564914 -2.82372e-05 0.00380365 0.000524755 0.00468246
internal_weight=0 6450.39 454.596 397.779 5995.79 610.18 289.955 320.225 132.82 3109.61 186.258
internal_count=4780 3037 243 224 2794 344 188 156 58 1743 87
is_linear=0
shrinkage=0.06


Tree=133
num_leaves=12
num_cat=0
split_feature=82 100 56 38 81 91 30 121 110 40 29
split_gain=0.310869 1.00522 0.846497 0.797337 0.934042 0.837402 0.710506 0.690941 1.36161 0.87927 0.659173
threshold=0.00055427959887310873 0.00017767510871635753 0.00050559637020342063 0.0017376682371832433 0.020658296532928947 0.0042751494329422721 0.0014881226234138014 0.0063990866765379914 0.0016846025246195497 0.00017767510871635753 0.04673989117145539
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -3 5 10 -2 -1 -9 -10 -5
right_child=1 3 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.00026110006163061479 -0.006369200341089243 -0.00031150385233004479 0.0021274578043234066 0.0012929660912641614 0.00757870852293772 -0.0028567496453412796 -0.0010660810263817908 0.0091295468679867108 0.0044101665750264744 -0.0068289216138612188 0.0073926272537219286
leaf_weight=2925.6603463888168 221.2498425245285 5110.6349759101868 95.863910913467407 538.16910493373871 86.47540020942688 160.31448554992676 154.43633723258972 94.312931299209595 52.966546773910522 47.56001353263855 72.356172919273376
leaf_count=1534 137 2496 57 250 32 87 90 28 16 32 21
internal_value=0 -0.000238176 -0.00290506 -2.74554e-05 0.00166582 0.00100249 -0.0041892 0.000491502 0.00395116 -0.000907146 0.00201587
internal_weight=0 6439.5 471.55 5967.95 857.315 770.84 375.686 3120.5 194.839 100.527 610.525
internal_count=4780 3170 284 2886 390 358 227 1610 76 48 271
is_linear=0
shrinkage=0.06


Tree=134
num_leaves=12
num_cat=0
split_feature=38 95 30 113 99 93 19 125 59 140 106
split_gain=0.307899 0.791556 0.581862 0.806015 0.458383 0.867795 0.594243 0.345644 0.966915 0.599613 0.477103
threshold=0.0084566329605877417 0.0058306583669036635 0.00057154725072905432 0.0016846025246195497 0.11759182065725328 0.0011261500185355546 0.004017772153019906 0.086341444402933135 0.0034400182776153092 0.0012357163941487672 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 10 9 -9 -1
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0011664646404002225 -0.003626861570205401 -0.0064468500794087483 -0.00087190108193703519 0.010248547580639571 0.0039134128804485177 0.0082261597788828526 -0.0042383202127911834 0.0027042105908747453 0.0071926415378427465 -0.0067443632062569349 0.00011597532188091491
leaf_weight=1208.1906181573868 74.111354112625122 93.836460947990417 61.071491360664368 38.103435635566711 66.47802460193634 71.004539608955383 62.423124670982361 54.113978505134583 86.407333016395569 43.709315180778503 7700.5503923892975
leaf_count=772 35 63 40 12 24 25 36 27 37 29 3680
internal_value=0 -0.00200838 0.000395097 0.00340062 5.77307e-05 0.00289977 -3.42373e-05 -4.75057e-06 0.00256766 -0.00151759 -5.79473e-05
internal_weight=0 267.123 173.286 99.1749 9292.88 199.906 128.901 9092.97 184.231 97.8233 8908.74
internal_count=4780 150 87 52 4630 85 60 4545 93 56 4452
is_linear=0
shrinkage=0.06


Tree=135
num_leaves=12
num_cat=0
split_feature=30 144 83 142 148 9 112 29 126 27 39
split_gain=0.303175 1.00521 1.34753 1.49758 1.14049 0.918646 0.952717 0.872559 0.808572 0.746022 0.830186
threshold=0.0014881226234138014 0.0013146653072908523 0.0063990866765379914 0.0062037324532866487 0.032603342086076743 0.0026012937305495147 0.00082683752407319855 0.074787221848964705 0.00052132029668428015 0.0028552538715302949 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -2 -4 10 -10
right_child=5 2 8 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00013174756710251212 0.00013105776679328416 -0.0036258248344396729 -0.0052808603525620968 0.0048461475127068712 0.0069633668075722134 0.00091489090871230291 0.010224970964113666 0.0095900765977218541 0.0024560285404126689 0.0022299565237855123 -0.0053444391904464063
leaf_weight=5205.1666746139526 2912.3385043144226 241.17915093898773 381.22399210929871 191.46040832996368 43.169632911682129 92.689029216766357 69.045156836509705 35.536303400993347 66.546091794967651 134.10348093509674 187.54164278507233
leaf_count=2365 1655 150 249 86 21 52 26 10 19 59 88
internal_value=0 -0.000234601 -0.00176597 0.00074395 -0.00201818 0.000486642 0.00488941 0.000245085 -0.00331812 -0.00139061 -0.00330148
internal_weight=0 6450.39 1245.22 475.809 284.349 3109.61 161.734 2947.87 769.415 388.191 254.088
internal_count=4780 3037 672 257 171 1743 78 1665 415 166 107
is_linear=0
shrinkage=0.06


Tree=136
num_leaves=12
num_cat=0
split_feature=107 112 127 127 112 105 73 10 6 146 81
split_gain=0.286266 0.980592 0.921697 0.842112 0.373719 0.781961 0.760258 1.32121 0.96438 0.672496 0.864961
threshold=0.048151826485991485 0.0048403022810816774 0.00066645268816500913 0.0012745757703669371 0.00082683752407319855 0.013860232196748258 0.0027679565828293566 0.0023699469165876512 0.00099512818269431613 0.00017767510871635753 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 9 -8 -9 -6 -11
right_child=1 3 -4 -5 5 -7 7 8 -10 10 -12
leaf_value=-0.00019647655690007047 0.0032445906547412754 -0.01314199676200057 -0.0051145888053289179 -0.0013763862087048421 0.0043663076473354967 -0.0036905315516420757 -0.0031256630956650495 0.0039872055270709361 -0.0056275168592563657 -0.0037546108381779977 0.00037305661865333242
leaf_weight=6390.8365757465363 138.90226471424103 43.101565718650818 72.151971340179443 44.521266222000122 129.78116750717163 143.42392444610596 131.7356950044632 650.0484139919281 39.858616828918457 206.86320173740387 1568.7754049301147
leaf_count=3362 40 26 36 17 43 89 90 274 26 98 679
internal_value=0 -0.00182828 0.000386883 -0.00716388 5.8962e-05 0.000627669 0.000854775 0.00238037 0.00343173 0.00019692 -0.00010782
internal_weight=0 298.677 211.054 87.6228 9261.32 2870.49 2727.06 821.643 689.907 1905.42 1775.64
internal_count=4780 119 76 43 4661 1299 1210 390 300 820 777
is_linear=0
shrinkage=0.06


Tree=137
num_leaves=12
num_cat=0
split_feature=1 125 45 71 131 83 5 93 9 150 150
split_gain=0.287851 0.760008 1.01603 1.06536 0.926389 0.585941 1.62146 0.832638 0.929373 1.13787 1.11839
threshold=0.0037758676335215573 0.012252715881913902 0.0012357163941487672 0.025578102096915249 0.00070876078098081063 0.014740333426743748 0.00017767510871635753 0.0084566329605877417 0.000490355829242617 0.0013560238294303419 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 -2 8 9 -8 -11
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00018857221443017205 -0.001809018205255042 -0.001680376363281072 0.0074795788134739043 0.010600257542904652 -0.0017534065055930927 -0.00096480162370687168 -0.0008886108884638374 0.0073069338106629064 -0.00057698224580506107 0.011377555362517803 0.00096651226236169139
leaf_weight=7198.5107744932175 420.00324440002441 109.2392543554306 70.328722953796387 87.219284057617188 88.162514209747314 944.80186116695404 89.446080327033997 128.42953419685364 263.87979316711426 101.33851134777069 58.640493512153625
leaf_count=3587 259 75 27 25 51 443 52 47 150 36 28
internal_value=0 0.000574823 0.00313404 0.00527446 0.00234363 0.000122106 0.00108931 0.00298621 0.00190515 0.00453113 0.00756138
internal_weight=0 2361.49 354.95 245.711 158.491 2006.54 1061.74 641.734 513.305 249.425 159.979
internal_count=4780 1193 178 103 78 1015 572 313 266 116 64
is_linear=0
shrinkage=0.06


Tree=138
num_leaves=12
num_cat=0
split_feature=82 141 98 96 97 22 5 52 122 51 63
split_gain=0.29834 0.784892 0.958604 0.848618 0.822216 1.08776 0.770577 0.753016 0.707978 0.699049 0.695031
threshold=0.00055427959887310873 0.00085274505545385193 0.015675474889576439 0.0033348383149132137 0.00038414125447161501 0.0022975050378590827 0.00057154725072905432 0.00899649551138282 0.031632266007363803 0.0049928687512874612 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 7 -3 -2 10 -8
right_child=8 2 -4 -5 -6 -7 9 -9 -10 -11 -12
leaf_value=0.0014603874142932443 -0.0001820924963203826 -0.00059715696213177925 0.0039768112594874717 0.0059403585649205771 -0.0016979231891560247 0.0098067433557541741 -0.0016972666106004881 -0.0039609590274034562 -0.0079585488688681018 0.0057465544346903454 0.0030858017620274312
leaf_weight=600.46095049381256 6397.0744811296463 987.0136981010437 179.36863100528717 152.20954096317291 267.79855871200562 62.019576787948608 269.15019202232361 316.3698695898056 42.425749063491821 101.87819361686707 184.23062670230865
leaf_count=248 3142 582 69 63 148 18 144 201 28 44 93
internal_value=0 0.000481496 -0.000212014 0.00178717 0.00110764 0.00224175 -0.000616257 -0.00141365 -0.000233327 0.0012555 0.000246326
internal_weight=0 3120.5 2038.01 1082.49 930.279 662.481 1858.64 1303.38 6439.5 555.259 453.381
internal_count=4780 1610 1133 477 414 266 1064 783 3170 281 237
is_linear=0
shrinkage=0.06


Tree=139
num_leaves=12
num_cat=0
split_feature=43 71 103 135 53 125 1 105 19 69 150
split_gain=0.269654 0.825895 0.752678 0.702373 1.26556 1.05332 0.907847 0.629375 0.746451 1.1148 1.1525
threshold=0.0081988852471113222 0.27827766537666326 0.00066645268816500913 0.00085274505545385193 0.059226244688034065 0.012252715881913902 0.0032328735105693345 0.00017767510871635753 0.0019672545604407792 0.00099512818269431613 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 5 7 -2 -5 -9 -10 -11
right_child=1 -3 -4 4 -6 -7 -8 8 9 10 -12
leaf_value=7.0045165525813689e-05 0.0015098972033003413 -0.0055880262602037998 -0.0017215404754501791 0.0028064594455049275 0.0083434645952676686 0.0074383907947839631 0.007772516198842002 0.001190638532214247 -0.0086841748064208687 0.0023270632991034398 -0.003551734284498149
leaf_weight=6847.1297179460526 400.0155793428421 72.691653609275818 962.89821064472198 151.13017642498016 63.978959560394287 59.384377360343933 105.25727689266205 280.03132569789886 90.79771363735199 185.11064493656158 341.5744321346283
leaf_count=3528 155 44 543 47 17 21 34 107 48 76 160
internal_value=0 0.000673188 -0.000150839 0.000944543 0.000138366 -0.000335406 0.00281451 -0.000775634 -0.00137881 -0.00254407 -0.00148555
internal_weight=0 1749.97 7810.03 1677.28 1172.01 1108.03 505.273 1048.64 897.514 617.483 526.685
internal_count=4780 709 4071 665 476 459 189 438 391 284 236
is_linear=0
shrinkage=0.06


Tree=140
num_leaves=12
num_cat=0
split_feature=24 78 47 136 78 80 47 58 133 47 132
split_gain=0.315879 1.30622 0.848706 0.707429 0.45056 0.827349 0.940203 0.798014 0.812631 0.890178 1.7558
threshold=0.031632266007363803 0.0019071503775194289 0.0066005610860884198 0.00082683752407319855 0.0058306583669036635 0.01884530205279589 0.011519505176693203 0.0070226341485977182 0.0042751494329422721 0.0036604277556762104 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 7 -7 8 9 -6 -11
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=-0.00040010942100097117 0.00984220989168803 -0.005727212539203181 0.0057271775475243487 0.00088797826042121409 -1.8363699148628203e-05 -0.0014580487006790491 -0.012563846108195251 0.0022512004972634137 -0.00077855709348121738 0.0019260971303270182 0.012792641004763379
leaf_weight=5546.6049723625183 78.166254043579102 83.499864816665649 32.293354511260986 53.506229043006897 728.5355829000473 154.43633723258972 33.372719049453735 856.57127976417542 1508.2825313806534 423.45525014400482 61.275692939758301
leaf_count=2535 23 60 10 24 464 90 26 397 930 196 25
internal_value=0 0.00211572 -0.00253272 0.00620358 -5.6222e-05 0.000450269 -0.00343149 0.000654015 0.000151322 0.00130731 0.00329976
internal_weight=0 247.466 115.793 131.672 9312.53 3765.93 187.809 3578.12 2721.55 1213.27 484.731
internal_count=4780 117 70 47 4663 2128 116 2012 1615 685 221
is_linear=0
shrinkage=0.06


Tree=141
num_leaves=12
num_cat=0
split_feature=103 4 72 91 72 47 49 51 87 6 89
split_gain=0.295053 0.329179 0.613723 0.820812 0.714301 0.886782 0.65798 0.713004 0.756881 0.684707 0.681873
threshold=0.099559046328067793 0.0036604277556762104 0.00017767510871635753 0.0018488886416889729 0.00244467705488205 0.0023699469165876512 0.00017767510871635753 0.0079489401541650313 0.0034400182776153092 0.00039601318712811922 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 8 9 -6 -9
right_child=-2 2 4 -5 6 -7 -8 10 -10 -11 -12
leaf_value=0.00017016466564112885 -0.0046514189884047513 -0.0019604417173260322 -0.0030025145851496141 -0.012004934366442255 -0.006328634302384061 0.0024696809479501144 -0.0052081068653944277 0.00018977018316396584 0.0015393214526438885 0.003590600228757805 0.0085955499040433828
leaf_weight=8117.1648429632187 48.843579649925232 128.9011492729187 140.31710994243622 37.899234056472778 161.3257828950882 443.79296171665192 150.98918676376343 150.18209099769592 105.72889196872711 29.658155083656311 45.197082877159119
leaf_count=4045 33 60 79 27 108 179 105 69 47 13 15
internal_value=0 2.38869e-05 -0.000827883 -0.00424268 -0.000363743 0.00115513 -0.00174333 -0.000680232 -0.00253353 -0.00478826 0.00213428
internal_weight=0 9511.16 1393.99 166.8 1227.19 584.11 643.081 492.092 296.713 190.984 195.379
internal_count=4780 4747 702 87 615 258 357 252 168 121 84
is_linear=0
shrinkage=0.06


Tree=142
num_leaves=12
num_cat=0
split_feature=82 148 115 117 102 35 8 17 145 10 44
split_gain=0.284177 0.589048 1.04782 0.749249 0.899541 0.644659 0.740325 0.524838 0.596158 0.668609 0.45882
threshold=0.0087224207818508166 0.0079489401541650313 0.0054799309000372895 0.010829726699739696 0.0041444667149335155 0.00017767510871635753 0.00244467705488205 0.0018488886416889729 0.0012745757703669371 0.0051502294372767219 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 6 -2 8 -7 -10 -11
right_child=1 3 -4 4 -6 7 -8 -9 9 10 -12
leaf_value=0.0001169353076344492 -0.0043658890500346782 0.0017701879526850559 0.0034829485937474436 -0.00035700597261148248 -0.010396544987060925 -0.0084161709249830508 0.0057850874086667883 -0.010120117484918421 0.0033992874811115134 -0.0092955910025076735 -0.0017267060779936024
leaf_weight=8476.840479850769 54.721727967262268 410.75572335720062 89.582214713096619 121.26781976222992 43.709315180778503 73.163268685340881 49.047781229019165 59.044041395187378 56.749177932739258 45.060948491096497 80.057569622993469
leaf_count=4257 30 176 42 49 29 57 18 46 24 25 27
internal_value=0 -0.000915139 -0.00240554 0.000398441 -0.0030169 -0.00366799 0.00043208 -0.00502264 -0.00384248 -0.00200254 -0.00445261
internal_weight=0 1083.16 507.427 575.733 164.977 417.845 103.77 314.075 255.031 181.868 125.119
internal_count=4780 523 269 254 78 227 48 179 133 76 52
is_linear=0
shrinkage=0.06


Tree=143
num_leaves=12
num_cat=0
split_feature=148 50 19 65 58 8 98 118 59 109 138
split_gain=0.281809 0.734092 0.311308 1.23098 0.771861 0.775869 0.714117 0.689703 0.701053 0.529004 0.438076
threshold=0.08153740689158441 0.0020292587578296666 0.02636832278221846 0.021960759535431865 0.017188700847327713 0.00747153488919139 0.0022975050378590827 0.00047558375808876013 0.0049928687512874612 0.0045489775948226461 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 6 9 -7 -9 -4 -1
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.00027099176732403536 -0.0015705595266600095 0.0051465505184851452 0.0021433275163996613 0.0089901915994999408 0.0029520646605955955 -0.0035635969490359284 -0.0072187066129707688 -0.0013136653307470687 0.0064046495761111762 -0.0045765668974269034 -0.0007984316187467183
leaf_weight=6798.9278746843338 108.69957208633423 127.00983369350433 72.759720802307129 40.602500677108765 108.36409139633179 131.80376219749451 170.98656237125397 92.689029216766357 78.030119657516479 100.32235872745514 1729.8046426773071
leaf_count=3162 67 56 39 19 44 85 113 52 33 63 1047
internal_value=0 0.00204889 -5.17941e-05 -0.00118692 -0.00173426 -0.00251966 -0.00446854 -0.000303125 0.00221412 -0.00175168 5.40904e-05
internal_weight=0 235.709 9324.29 795.558 754.956 646.592 344.069 302.523 170.719 173.082 8528.73
internal_count=4780 123 4657 448 429 385 215 170 85 102 4209
is_linear=0
shrinkage=0.06


Tree=144
num_leaves=12
num_cat=0
split_feature=24 81 78 53 130 134 29 88 134 130 59
split_gain=0.27617 0.922162 0.757661 0.470417 0.327241 0.56216 0.921233 0.957835 0.711864 0.559501 0.541911
threshold=0.031632266007363803 0.0015833032084628942 0.0011980500421486797 0.0095705352723598498 0.00082683752407319855 0.0010263677686452868 0.0068083447404205808 0.00039601318712811922 0.00087947337306104611 0.00055427959887310873 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 -7 9 -1 -6
right_child=1 2 3 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-3.7824241020883355e-05 0.0089969578954552029 0.0054623332385912654 -0.0049099571742946841 0.0028937670851193597 0.0048780932029414388 0.0074235952221135002 -0.0049370259396119024 -0.0040426675937576964 0.0050666244799444987 -0.0035390451691833993 0.00035476054278157568
leaf_weight=8186.2148550748825 52.966546773910522 63.235075712203979 91.269328713417053 39.994751214981079 122.95493376255035 54.925929546356201 209.08999800682068 50.195212960243225 96.811996340751648 167.6755462884903 424.66589379310608
leaf_count=4023 16 24 61 16 68 15 125 29 35 118 250
internal_value=0 0.00197828 6.69312e-05 -0.00253225 -5.25696e-05 -0.000141473 -0.00263344 0.00194847 -4.88171e-05 -0.000108099 0.00137036
internal_weight=0 247.466 194.499 131.264 9312.53 8764.91 314.211 105.121 8450.7 8353.89 547.621
internal_count=4780 117 101 77 4663 4345 169 44 4176 4141 318
is_linear=0
shrinkage=0.06


Tree=145
num_leaves=12
num_cat=0
split_feature=146 148 124 87 40 121 71 96 99 80 50
split_gain=0.278672 0.50957 0.580777 0.706678 0.79196 1.08442 0.774624 0.755323 0.811203 0.703877 0.696161
threshold=0.011519505176693203 0.0012357163941487672 0.051876978948712356 0.023343417793512348 0.00060774214216507982 0.012636432424187662 0.15819545835256579 0.0012357163941487672 0.0019672545604407792 0.0046923852059990176 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 10 -6 -9
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0001590092200595786 -0.0023533233000824255 0.0045360576211361517 0.0077543793541663113 0.0053669777744274096 -0.0052953053964981175 -0.0052125717102535878 0.007474430206612483 0.0017789487631040682 -0.00076498517800244648 0.0048029838440515902 0.0087233628895007145
leaf_weight=7703.8468426465988 182.20317673683167 154.2369909286499 44.453199028968811 113.63449025154114 138.8293422460556 129.98051381111145 55.533679008483887 416.15740132331848 531.47415030002594 30.265904545783997 59.384377360343933
leaf_count=3819 99 57 22 38 93 76 18 208 313 16 21
internal_value=0 0.000659958 0.000987942 0.000803351 0.000461246 -3.25299e-07 0.000549744 0.000222774 0.00084585 -0.00348784 0.00264615
internal_weight=0 1856.15 1673.95 1629.5 1515.86 1361.63 1231.64 1176.11 1007.02 169.095 475.542
internal_count=4780 961 862 840 802 745 669 651 542 109 229
is_linear=0
shrinkage=0.06


Tree=146
num_leaves=12
num_cat=0
split_feature=85 54 123 71 73 119 113 53 135 25 116
split_gain=0.26479 0.55637 0.432798 0.867836 0.556756 0.68477 0.501855 1.07026 1.51876 1.23839 1.1076
threshold=0.02129978779703379 0.0045489775948226461 0.00066645268816500913 0.27827766537666326 0.055838862434029586 0.0049928687512874612 0.0011980500421486797 0.0033348383149132137 0.0010918468469753864 0.0014881226234138014 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 -4 8 9 -8 -11
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=-5.650739565404143e-05 0.00026700222727070114 -0.0048312196931093818 -0.00034289416515358921 0.0080888375290621081 -0.0046187385190443577 -0.0063663957233971785 -0.0025498890593187908 7.4485041907577292e-05 -0.00052180989082238019 0.01100308058717387 0.00091422016851028698
leaf_weight=6728.6575083732605 201.86021637916565 124.64204776287079 1097.7407201528549 56.817245125770569 100.25429153442383 62.491191864013672 43.101565718650818 755.43696999549866 173.62176179885864 163.89777040481567 51.478779077529907
leaf_count=3226 132 87 643 19 68 31 26 346 110 62 30
internal_value=0 -0.00167924 5.9379e-05 0.000764011 -0.000180096 -0.00011457 0.000581899 0.00143676 0.00381843 0.0067338 0.00859167
internal_weight=0 326.502 9233.5 2342.09 6891.4 6791.15 2285.28 1187.54 432.1 258.478 215.377
internal_count=4780 219 4561 1236 3325 3257 1217 574 228 118 92
is_linear=0
shrinkage=0.06


Tree=147
num_leaves=12
num_cat=0
split_feature=43 71 17 121 62 148 81 78 96 103 129
split_gain=0.257198 0.732276 0.642419 1.69992 0.943734 0.824369 1.2039 0.788381 0.663159 0.621997 0.708233
threshold=0.0081988852471113222 0.27827766537666326 0.019431582652032379 0.0063990866765379914 0.0010585968848317864 0.0016331639490090313 0.00899649551138282 0.0031340263085439806 0.0062037324532866487 0.00066645268816500913 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 7 -6 -7 8 -2 -1 -11
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12
leaf_value=5.348154422644099e-05 0.0021299515638719671 -0.0052382225432472621 0.0050814768925774249 -0.010690714825310872 0.0044431071855178641 -0.0025310570369746011 0.0035980495159280159 0.0055737219088441243 -0.0045695316571768728 -0.0024358908730385469 0.0015011733832277717
leaf_weight=6847.1297179460526 520.27210175991058 72.691653609275818 43.913516759872437 55.937226891517639 112.28285694122314 502.22925364971161 149.77854311466217 233.61874389648438 59.248242974281311 752.388512134552 210.50969851016998
leaf_count=3528 183 44 14 36 42 222 51 86 31 427 116
internal_value=0 0.000657456 0.000912969 -0.00375424 0.0012084 -0.000305349 -0.00112309 0.00263121 0.00144502 -0.000147314 -0.00157517
internal_weight=0 1749.97 1677.28 99.8507 1577.43 764.291 652.008 813.139 579.52 7810.03 962.898
internal_count=4780 709 665 50 615 315 273 300 214 4071 543
is_linear=0
shrinkage=0.06


Tree=148
num_leaves=12
num_cat=0
split_feature=47 15 25 140 19 34 27 60 10 39 52
split_gain=0.269264 1.02494 0.834719 0.950362 0.869921 0.670969 1.1189 0.807374 1.21217 0.817567 0.766787
threshold=0.019431582652032379 0.099488973617553725 0.0038949446752667431 0.0045489775948226461 0.00077738583786413084 0.0010263677686452868 0.0013560238294303419 0.0013146653072908523 0.017724351026117805 0.00244467705488205 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 10 8 -8 -10 -7
right_child=2 -3 3 4 -6 6 7 -9 9 -11 -12
leaf_value=0.00010376947979681052 0.0032777651590585213 0.0075836602782630392 -0.011365599534636185 -0.007878703076180325 3.5191318677628573e-05 -0.00028841586357082426 -0.0020173285899643869 -0.0026531535570282695 0.0027368013109342914 0.0093270725510221728 -0.0035080063266187209
leaf_weight=7357.1090143918991 188.62586259841919 66.546091794967651 46.884196877479553 68.165138602256775 187.67777717113495 656.06755197048187 124.30656707286835 117.95680367946625 194.3678765296936 104.04177796840668 448.25140953063965
leaf_count=3943 56 19 34 43 78 213 64 54 63 28 185
internal_value=0 0.00017082 -0.000593587 -0.00351245 -0.00207334 -0.000111687 -0.000500344 0.00173603 0.00296081 0.00503453 -0.00159527
internal_weight=0 7423.66 2136.34 302.727 255.843 1833.62 1644.99 540.673 422.716 298.41 1104.32
internal_count=4780 3962 818 155 121 663 607 209 155 91 398
is_linear=0
shrinkage=0.06


Tree=149
num_leaves=12
num_cat=0
split_feature=101 140 106 22 44 18 85 87 92 136 118
split_gain=0.256434 0.653791 0.69724 0.904511 1.23377 0.898817 0.858946 0.748973 0.733199 0.76878 1.04764
threshold=0.0014881226234138014 0.076978169381618514 0.013439828064292671 0.00052132029668428015 0.00090704852482303988 0.00066645268816500913 0.002945306478068233 0.00090704852482303988 0.0060143163427710542 0.0031340263085439806 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 7 -5 -6 9 10 -2
right_child=1 -3 3 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00025495538831315324 -0.0013014983853720803 0.0033719205624937335 -0.0091483429985076449 -0.0082350947775293951 5.6590533218304362e-05 -0.0033975219915353704 0.0019070208094113471 0.0063123328161372051 0.0017253357401991914 0.0040372915703016906 0.002497274464315467
leaf_weight=5713.7894824743271 1343.3831741809845 245.91472280025482 50.802962422370911 115.79321932792664 166.46490263938904 128.76501488685608 40.602500677108765 117.5532557964325 1170.5101515054703 141.94101202487946 324.47966945171356
leaf_count=2832 751 88 32 70 64 70 19 36 586 55 177
internal_value=0 0.000378752 0.000174307 -0.00165638 -0.000325267 0.000760626 -0.00560206 0.0026458 0.000555137 -0.000201701 -0.000562454
internal_weight=0 3846.21 3600.3 619.982 463.586 412.783 156.396 284.018 2980.31 1809.8 1667.86
internal_count=4780 1948 1860 291 202 170 89 100 1569 983 928
is_linear=0
shrinkage=0.06


Tree=150
num_leaves=12
num_cat=0
split_feature=121 58 70 4 95 38 40 140 74 29 114
split_gain=0.248817 0.806157 0.418576 0.334377 0.959321 0.906563 0.739662 0.691338 0.864858 0.707071 0.648328
threshold=0.16240125149488452 0.0062037324532866487 0.0012357163941487672 0.0036604277556762104 0.0031340263085439806 0.0010263677686452868 0.00017767510871635753 0.076978169381618514 0.000490355829242617 0.010180860292166473 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -7 8 9 -5 -10
right_child=1 2 -4 4 -6 6 -8 -9 10 -11 -12
leaf_value=0.00018781440343833134 0.0025535749729295293 -0.010448413169200962 -0.0019913793474274663 -0.00087465861082016718 -0.0030445009945923459 0.0085818358732171664 0.0014198076778923383 0.0031524862830162948 0.0077234871693733472 -0.0061890032691961742 -0.00088279521837177327
leaf_weight=8015.8943988084793 65.802207946777344 43.033498525619507 41.278317332267761 178.42054557800293 464.79677939414978 65.870275139808655 244.96663737297058 115.45773863792419 47.088398456573486 182.13510954380035 95.256161451339722
leaf_count=4004 26 31 17 91 256 21 110 47 19 104 54
internal_value=0 -0.0024235 -0.00630792 3.86616e-05 -0.000819014 0.000294207 0.00293753 -0.00103454 -0.00199582 -0.00355921 0.00196421
internal_weight=0 150.114 84.3118 9409.89 1393.99 929.195 310.837 618.358 502.9 360.556 142.345
internal_count=4780 74 48 4706 702 446 131 315 268 195 73
is_linear=0
shrinkage=0.06


Tree=151
num_leaves=12
num_cat=0
split_feature=38 2 45 52 149 38 34 150 11 29 0
split_gain=0.273238 0.715766 0.597814 0.424722 0.392461 0.366624 0.817888 0.826867 0.811986 0.707275 0.698876
threshold=0.0084566329605877417 0.0012745757703669371 0.0035485138650983576 0.016164712607860569 0.0016331639490090313 0.0017376682371832433 0.0068083447404205808 0.0068083447404205808 0.039062514901161201 0.0046923852059990176 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 -1 -7 8 10 -9 -8
right_child=1 -3 4 -5 -6 6 7 9 -10 -11 -12
leaf_value=-7.5679592735242092e-05 -0.0032732281092320206 0.003837504251113569 -0.0047367564892087577 0.004316549064575099 -0.013801064177173679 -0.00018428820799971327 0.0012252073977700386 0.0036662130976896222 0.011437654394141586 -0.0064320636278291177 0.0088769275970670535
leaf_weight=8303.8264675140381 91.269328713417053 60.667943477630615 52.086528539657593 37.427618980407715 25.671322345733643 620.18120205402374 151.4656571149826 51.007164001464844 57.493061780929565 48.911646842956543 59.992126822471619
leaf_count=4150 61 22 33 14 20 324 70 17 17 28 24
internal_value=0 -0.00189196 -0.0035756 -0.00106597 -0.00772929 5.43843e-05 0.00114637 0.0033836 0.00511509 -0.00127703 0.00339606
internal_weight=0 267.123 206.455 128.697 77.7579 9292.88 989.051 368.87 268.951 99.9188 211.458
internal_count=4780 150 128 75 53 4630 480 156 111 45 94
is_linear=0
shrinkage=0.06


Tree=152
num_leaves=12
num_cat=0
split_feature=4 112 26 9 40 73 52 126 71 63 23
split_gain=0.253278 0.480787 0.850501 0.767343 0.954521 0.916971 0.78983 0.692368 1.11173 0.659318 0.611523
threshold=0.0036604277556762104 0.00093549740267917525 0.0014881226234138014 0.0005375427135732026 0.0014427106943912806 0.0032328735105693345 0.0079489401541650313 0.0036604277556762104 0.00062670491752214741 0.00052132029668428015 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 9 6 -6 -5 8 -2 -3 -10
right_child=1 3 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=0.00012797855603335581 0.0062406968958014482 0.0022624241351056956 -0.0090699710611439732 0.0011830148352808042 -0.0029053974614550132 0.0059568364493801009 0.0099757100237987326 0.0037343151093694928 -0.0011060754084294051 -0.0038722912885151492 -0.005131232910751557
leaf_weight=8158.9147753715515 54.789795160293579 94.244864106178284 53.302027463912964 67.085774064064026 144.23587548732758 59.316310167312622 81.409202933311462 89.110599637031555 341.09796178340912 190.64845728874207 225.84442472457886
leaf_count=4075 25 33 39 27 77 26 23 29 195 98 133
internal_value=0 -0.000745255 -0.00176 0.000472145 0.00234558 -0.00032289 0.00600342 -0.00121187 -0.00192079 -0.00184288 -0.00270952
internal_weight=0 1401.09 764.145 636.94 352.047 203.552 148.495 710.843 621.732 284.893 566.942
internal_count=4780 705 421 284 153 103 50 382 353 131 328
is_linear=0
shrinkage=0.06


Tree=153
num_leaves=12
num_cat=0
split_feature=77 68 78 63 110 44 143 116 138 1 45
split_gain=0.265985 0.535231 0.311432 0.873085 0.964597 1.60839 0.859674 0.894866 1.27677 1.51522 1.37184
threshold=0.066585760563611998 0.0035485138650983576 0.0058306583669036635 0.0013146653072908523 0.0021592099219560628 0.0033348383149132137 0.01884530205279589 0.0081988852471113222 0.00073092587990686308 0.00070876078098081063 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 9 -4 -11
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.0002389506754008007 -0.00059545525320285587 -0.0092046943930785483 0.00074937433026860318 -0.0002160427931451084 -0.00040497792526358303 0.01062246013764765 -0.0041925881547433897 -0.0048575328110122057 -0.00028101368867592183 0.0017722199809188576 0.010752259998284337
leaf_weight=5690.5053671598434 117.61646771430969 33.372719049453735 246.78988575935364 2395.7226098775864 86.947015285491943 105.25727689266205 102.8894909620285 72.691653609275818 448.91751563549042 99.174926996231079 160.11513924598694
leaf_count=2589 79 26 119 1394 45 34 65 44 279 52 54
internal_value=0 -0.00249833 4.00915e-05 0.000467115 0.0017044 0.005634 0.00103635 0.00155985 0.00204833 0.00411456 0.00731752
internal_weight=0 150.989 9409.01 3718.51 1322.78 192.204 1130.58 1027.69 954.997 506.08 259.29
internal_count=4780 105 4675 2086 692 79 613 548 504 225 106
is_linear=0
shrinkage=0.06


Tree=154
num_leaves=12
num_cat=0
split_feature=82 70 136 87 24 58 29 143 66 5 35
split_gain=0.259369 0.689739 0.695791 0.967816 0.777204 0.777066 0.774006 0.663902 0.653613 0.647859 1.0608
threshold=0.00055427959887310873 0.00039601318712811922 0.00068727668258361529 0.00038414125447161501 0.00060774214216507982 0.0081988852471113222 0.0053125319536775359 0.028020657598972324 0.0044099434744566688 0.00017767510871635753 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 6 -2 -5 -3 -1 -7 -11
right_child=1 7 -4 4 -6 9 -8 -9 -10 10 -12
leaf_value=0.00029735654690487699 -0.0054854212344734466 0.00029092346226656222 0.0014464989863905264 -0.0018953482482589295 -0.0016690514481653234 0.0021287165959879648 0.006027192136843172 -0.0027743356260953684 0.0054231807803598988 -0.0083619414804763405 0.0031536715381458771
leaf_weight=3028.2143566608429 352.44585525989532 4674.076651096344 264.42433071136475 72.82778799533844 452.16531980037689 117.34905421733856 113.70255744457245 269.01405763626099 92.285481333732605 77.757850885391235 45.736765146255493
leaf_count=1576 219 2262 110 34 231 51 33 154 34 53 23
internal_value=0 -0.000217554 -0.00134616 -0.00194555 -0.000324746 -0.00369041 0.00293396 0.000124105 0.000448947 -0.00106362 -0.00409708
internal_weight=0 6439.5 1496.41 1231.99 638.696 593.29 186.53 4943.09 3120.5 240.844 123.495
internal_count=4780 3170 754 644 298 346 67 2416 1610 127 76
is_linear=0
shrinkage=0.06


Tree=155
num_leaves=12
num_cat=0
split_feature=98 60 24 110 91 4 58 27 14 61 112
split_gain=0.244074 0.929523 0.96575 0.920989 0.883531 0.85887 0.869596 0.681219 1.09839 0.907838 0.631216
threshold=0.034632634371519096 0.0054799309000372895 0.00060774214216507982 0.0011261500185355546 0.0035485138650983576 0.00087947337306104611 0.0031340263085439806 0.0046923852059990176 0.00070876078098081063 0.00043393640953581786 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7 8 9 -5 -10
right_child=1 2 -4 7 -6 6 -8 -9 10 -11 -12
leaf_value=-0.00011004870341486905 0.0010543804241233226 0.0046548071552151267 -0.0061218328693565241 -0.0070961603984319478 -0.0049648030737296277 0.011173236511411137 0.0038830928391988349 0.0061368845554769643 -0.012171636305923132 0.0020165386410607687 -0.0012607666917001791
leaf_weight=8446.9732679128647 238.48073959350586 39.994751214981079 119.036168217659 48.911646842956543 45.668697953224182 81.409202933311462 213.08168601989746 45.197082877159119 48.167762994766235 201.46152377128601 31.61753785610199
leaf_count=4307 110 16 70 28 28 23 70 15 35 66 12
internal_value=0 0.000835181 -0.00341161 0.00154312 0.00304461 0.00373091 0.00589838 -0.000771544 -0.00171727 0.000236327 -0.00784785
internal_weight=0 1113.03 159.031 953.996 578.64 532.972 294.491 375.356 330.158 250.373 79.7853
internal_count=4780 473 86 387 231 203 93 156 141 94 47
is_linear=0
shrinkage=0.06


Tree=156
num_leaves=12
num_cat=0
split_feature=43 35 140 13 121 36 19 80 44 20 78
split_gain=0.244894 0.640325 0.63229 0.666807 0.642531 0.612219 0.67676 0.894242 0.825065 1.01531 0.924941
threshold=0.0081988852471113222 0.016164712607860569 0.076978169381618514 0.00077738583786413084 0.16240125149488452 0.001792412775103003 0.0019672545604407792 0.0062037324532866487 0.0084566329605877417 0.0019071503775194289 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 10 -10
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11 -12
leaf_value=-0.00014374761469524266 0.0012540102391015674 0.0062758567763369294 0.0047684349088228306 -0.0072097177228980201 -0.0036829839676128439 -0.0053169862034589234 -0.0030074765809356553 0.0069823438598207027 0.0011093629565490329 -0.0043190948739370632 0.0083985881237973042
leaf_weight=7810.0279285907745 451.76662719249725 69.720973491668701 111.74317467212677 43.709315180778503 132.68378043174744 58.572426319122314 255.16709911823273 125.3227196931839 326.44390749931335 97.283611416816711 77.558504581451416
leaf_count=4071 165 24 34 29 68 33 123 37 128 48 20
internal_value=0 0.000641538 0.000407745 9.7082e-05 0.000306536 0.000686781 0.000950481 0.00249799 -0.0002301 0.00118365 0.00250871
internal_weight=0 1749.97 1680.25 1568.51 1524.8 1392.11 1333.54 577.089 756.453 501.286 404.002
internal_count=4780 709 685 651 622 554 521 202 319 196 148
is_linear=0
shrinkage=0.06


Tree=157
num_leaves=12
num_cat=0
split_feature=26 19 140 4 20 69 69 15 23 56 28
split_gain=0.247436 0.905116 0.912132 0.684748 0.360152 0.757397 1.4371 0.755416 0.684019 0.659861 0.712814
threshold=0.0053125319536775359 0.0063990866765379914 0.0051502294372767219 0.0015833032084628942 0.0019071503775194289 0.00046126570669002836 0.00017767510871635753 0.0037758676335215573 0.045367386192083366 0.00038414125447161501 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 8 -8 9 -6 -11
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.00016467798613132282 0.001627515883349989 -0.0011015747917894865 0.0088256923929554958 -0.0073946486724387629 -0.00090398362561488121 -0.001595357635626375 0.011211860587667674 0.002590049929970428 -0.0071061389250799672 0.0071209920049883175 -0.00078275225675470837
leaf_weight=6952.1292918920517 77.962052464485168 53.438161849975586 88.50285017490387 49.519396305084229 586.47300231456757 1380.8107931613922 59.316310167312622 95.460363030433655 51.546846270561218 87.083149671554565 77.757850885391235
leaf_count=3438 38 29 26 31 275 765 26 39 25 35 53
internal_value=0 0.0017925 0.00508826 -0.00187709 -5.19816e-05 -0.000696103 0.000600525 0.00589426 -0.000420008 3.87205e-05 0.00339268
internal_weight=0 269.422 141.941 127.481 9290.58 2338.45 957.638 154.777 802.861 751.314 164.841
internal_count=4780 124 55 69 4656 1218 453 65 388 363 88
is_linear=0
shrinkage=0.06


Tree=158
num_leaves=12
num_cat=0
split_feature=60 122 98 78 71 94 7 3 42 102 25
split_gain=0.247857 0.286093 0.452686 0.255708 0.748226 0.959862 0.855006 0.742152 1.11385 0.873774 0.751264
threshold=0.079227816313505187 0.0005375427135732026 0.0032328735105693345 0.0058306583669036635 0.15819545835256579 0.00093549740267917525 0.00082683752407319855 0.0015833032084628942 0.0011261500185355546 0.0041444667149335155 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -6 -5 -9 10 -10
right_child=1 -3 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=-0.00021953591979767504 -0.0052068218185137016 -0.0073179746334078137 0.0036909978655452645 0.00051641030397547654 0.0010653681375755628 -0.00027181213167038344 0.010863561647657614 -0.00079585998755438982 0.016150200299632371 0.0026384537863487051 0.0064429091149303709
leaf_weight=5690.5053671598434 41.749932408332825 34.656285166740417 40.602500677108765 468.10779547691345 84.44795024394989 2804.5140951871872 51.68298065662384 109.84700381755829 45.197082877159119 110.05120539665222 78.637869119644165
leaf_count=2589 30 27 19 251 38 1619 15 78 15 63 36
internal_value=0 -0.00274454 -0.000819899 3.40077e-05 0.000418497 0.000254117 0.00478532 0.00207094 0.00418796 0.00652866 0.00998586
internal_weight=0 117.009 82.3524 9442.99 3752.49 3616.36 136.131 811.841 343.733 233.886 123.835
internal_count=4780 76 49 4704 2115 2062 53 443 192 114 51
is_linear=0
shrinkage=0.06


Tree=159
num_leaves=12
num_cat=0
split_feature=24 35 47 61 8 34 140 147 0 77 128
split_gain=0.249176 1.06402 0.478151 0.327784 0.648482 0.590344 0.394469 0.459847 0.478405 0.44975 0.41442
threshold=0.031632266007363803 0.0012357163941487672 0.0027679565828293566 0.0084566329605877417 0.012252715881913902 0.0068083447404205808 0.031632266007363803 0.0022975050378590827 0.00050559637020342063 0.0063990866765379914 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 8 -5 -9 -10
right_child=1 2 -4 4 -6 -7 -8 9 10 -11 -12
leaf_value=8.470020784794232e-05 0.0067063609157885194 -0.0042541837845709793 0.0026279360938568533 0.0051424221343503752 -0.0078989467782066766 0.00048434948046230522 -0.0059076251144504488 -0.0067836774320084682 -0.0053353447725281566 -0.001080489061235026 0.0017205822437135784
leaf_weight=8147.085556268692 98.771379113197327 85.459247589111328 63.235075712203979 59.452444553375244 46.952264070510864 642.95476675033569 88.906398057937622 84.243748664855957 54.113978505134583 121.67136764526367 67.153841257095337
leaf_count=4134 34 59 24 16 29 271 44 53 27 67 22
internal_value=0 0.00187911 -0.00132743 -4.99343e-05 -0.000991099 -0.000701121 -0.00230393 -0.00147527 0.00073349 -0.00341377 -0.00142802
internal_weight=0 247.466 148.694 9312.53 1165.45 1118.5 475.542 386.635 180.72 205.915 121.268
internal_count=4780 117 83 4663 529 500 229 185 65 120 49
is_linear=0
shrinkage=0.06


Tree=160
num_leaves=12
num_cat=0
split_feature=21 53 138 71 142 109 107 109 60 62 143
split_gain=0.286802 0.781348 0.494605 0.666475 0.44614 0.55153 0.444146 0.784042 0.662842 0.445113 0.663418
threshold=0.0092791137285530585 0.015675474889576439 0.0014881226234138014 0.0058306583669036635 0.0070226341485977182 0.014740333426743748 0.048151826485991485 0.011519505176693203 0.00046126570669002836 0.0014427106943912806 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 9 8 -8 -1 -11
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12
leaf_value=9.5193764175121424e-05 0.0035744583298403282 -0.0009153305718673213 -0.0066346172329589054 0.0025633169706337109 0.0039797565371992045 -0.0052272905641551235 -0.010753221476917787 0.0021602531205166327 -0.00048635774548004334 -0.00050202747565798451 -0.0044790730016352536
leaf_weight=7225.1788283586502 496.76436376571655 516.55753779411316 50.195212960243225 65.194458484649658 43.913516759872437 50.195212960243225 57.288860201835632 58.03274405002594 37.427618980407715 771.51072478294373 187.74098908901215
leaf_count=3772 147 170 29 23 14 29 32 25 14 404 121
internal_value=0 0.000858107 0.00215519 -0.00143784 0.00285686 -0.000931049 -0.000125859 -0.00333146 -0.00669623 -6.60319e-05 -0.0012804
internal_weight=0 1222.82 706.263 115.39 590.873 94.1087 8337.18 152.749 94.7165 8184.43 959.252
internal_count=4780 412 242 52 190 43 4368 71 46 4297 525
is_linear=0
shrinkage=0.06


Tree=161
num_leaves=12
num_cat=0
split_feature=77 104 102 33 81 77 149 98 40 78 128
split_gain=0.235583 0.415868 0.264497 0.246214 1.12743 0.960892 0.464295 0.383577 0.317047 0.298214 0.831542
threshold=0.066585760563611998 0.0021592099219560628 0.00017767510871635753 0.031632266007363803 0.00899649551138282 0.00044738779251929378 0.02129978779703379 0.015675474889576439 0.00080172589514404546 0.0058306583669036635 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 6 -6 7 8 -5 -1 -11
right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00017656397236592324 0.003527047328043762 -0.0081204258442333557 -0.0026002897074021698 -0.00047483728987212281 0.0067707613565667329 -0.0017258470583295651 -0.0099965249233307362 0.002338488311886626 -0.0070518588334206964 -0.0016758551327697307 0.00091131205251797972
leaf_weight=5458.5785925388336 37.359551787376404 34.656285166740417 78.973349809646606 40.670567870140076 81.409202933311462 116.46903598308563 44.992881298065186 36.144052863121033 75.12265145778656 524.65277183055878 3030.9711246490479
leaf_count=2474 19 27 59 14 23 68 30 13 56 290 1707
internal_value=0 -0.00235122 -0.000632535 3.77307e-05 -0.00142885 0.00176975 -0.00464285 -0.00305747 -0.00474178 0.000101965 0.000529561
internal_weight=0 150.989 116.333 9409.01 394.808 197.878 196.93 151.937 115.793 9014.2 3555.62
internal_count=4780 105 78 4675 204 91 113 83 70 4471 1997
is_linear=0
shrinkage=0.06


Tree=162
num_leaves=12
num_cat=0
split_feature=88 23 135 61 60 21 104 109 100 69 56
split_gain=0.249176 0.671982 0.698513 0.422856 0.558791 0.306826 0.54628 0.585644 0.813339 0.517457 0.668151
threshold=0.018276390619575981 0.0049928687512874612 0.010500331409275534 0.0037758676335215573 0.0019672545604407792 0.0092791137285530585 0.01884530205279589 0.02129978779703379 0.013032016810029747 0.0011261500185355546 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 -1 9 8 -8 -7 -11
right_child=1 3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-4.8012230272389868e-05 -0.00017346595215669602 -0.0048668085387386494 0.0093383658460700521 -0.0027297362016624025 0.0064997795741218809 -0.00048148915708300419 0.0034425755517549636 -0.0024514684033766455 -0.0013949355415384668 0.0057961999726423149 -0.00032398685206696805
leaf_weight=7583.1770617961884 442.15934908390045 196.65788471698761 29.658155083656311 93.904528141021729 31.549470663070679 132.28023254871368 264.96886825561523 238.7530083656311 237.06589436531067 218.9598343372345 90.865780830383301
leaf_count=3869 299 133 13 58 17 50 70 90 71 67 43
internal_value=0 -0.00101786 0.000424442 -0.00313048 -0.000408676 9.21858e-05 0.000990953 -5.14554e-06 0.00115825 0.00266001 0.00400127
internal_weight=0 793.929 471.818 322.112 125.454 8766.07 1182.89 740.788 502.035 442.106 309.826
internal_count=4780 520 312 208 75 4260 391 231 141 160 110
is_linear=0
shrinkage=0.06


Tree=163
num_leaves=12
num_cat=0
split_feature=21 132 19 110 136 140 104 108 82 131 141
split_gain=0.244458 0.67673 0.842302 0.697934 0.41648 0.412564 0.352385 0.311725 0.307242 0.565127 0.646588
threshold=0.015675474889576439 0.0017376682371832433 0.002945306478068233 0.004017772153019906 0.00068727668258361529 0.01884530205279589 0.024810968898236755 0.0068083447404205808 0.00055427959887310873 0.020658296532928947 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 7 -4 -2 9 10 -1
right_child=1 -3 6 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0014376496463802003 0.0029219308368169756 0.0064958390550436977 0.0056670182193903828 -0.0061847796797854741 0.0034901823328295392 -0.0052868699067402485 0.00081503421344773644 -0.0023502646479226235 -0.00033516186307104795 -0.0021891245653214608 -0.00045822891562725281
leaf_weight=1613.355027794838 82.085019588470459 74.315555691719055 117.62132298946381 80.665319085121155 91.138049602508545 66.47802460193634 99.447195768356323 79.449820160865784 5900.7817324399948 272.79668879508972 1081.8663116693497
leaf_count=787 21 20 31 30 23 24 32 24 3008 162 618
internal_value=0 0.00108681 0.000435193 -0.00119843 6.18716e-05 -0.00130844 0.00344414 0.000328837 -8.47021e-05 0.000413242 0.000676641
internal_weight=0 691.2 616.885 399.816 319.151 228.013 217.069 161.535 8868.8 2968.02 2695.22
internal_count=4780 205 185 122 92 69 63 45 4575 1567 1405
is_linear=0
shrinkage=0.06


Tree=164
num_leaves=12
num_cat=0
split_feature=101 106 29 145 103 30 50 81 142 56 77
split_gain=0.231682 0.732812 0.928338 0.924734 0.724572 0.957227 0.945161 0.651105 1.11129 1.28866 0.969444
threshold=0.0014881226234138014 0.013439828064292671 0.074787221848964705 0.010500331409275534 0.00087947337306104611 0.00038414125447161501 0.0053125319536775359 0.0021592099219560628 0.0062037324532866487 0.00044738779251929378 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 -2 10 -10
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00024233855537595446 0.00040009648880839812 -0.0014303998729591706 0.0046300573195008467 0.0023444560197975915 0.0062053848671950271 -0.0048576141704052105 -0.0073599376868105724 0.00023239620475814024 -0.00092806068637381247 -0.0032913622273723908 0.0082304655738128091
leaf_weight=5713.7894824743271 502.42859995365143 183.55481004714966 82.016952395439148 130.45698416233063 58.776627898216248 54.045911312103271 204.69961738586426 2294.3305971622467 50.939096808433533 57.828542470932007 227.13284611701965
leaf_count=2832 255 95 26 41 18 32 114 1219 22 40 86
internal_value=0 0.000360009 -0.00137529 -0.00215521 -0.00332671 0.000905824 -0.00455663 0.000755273 0.00218628 0.00485799 0.00655274
internal_weight=0 3846.21 713.551 631.534 501.077 112.823 388.254 3132.66 838.329 335.9 278.072
internal_count=4780 1948 326 300 259 50 209 1622 403 148 108
is_linear=0
shrinkage=0.06


Tree=165
num_leaves=12
num_cat=0
split_feature=70 70 43 98 106 96 29 24 50 105 98
split_gain=0.250178 0.755392 0.736317 0.799859 1.17066 1.06371 1.05852 0.58766 0.734501 0.792888 0.611766
threshold=0.00039601318712811922 0.00017767510871635753 0.11438806727528573 0.034632634371519096 0.0019071503775194289 0.00043393640953581786 0.013439828064292671 0.031632266007363803 0.12767273932695392 0.00042089859198313212 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 8 9 -1 -11
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=0.00082718222260497448 0.00021797381197841985 -0.004124956288390204 -0.0066157616627196018 0.0022122719807137615 0.0014253488571863279 -0.0099651933504675098 0.0096080285045221335 0.0056512310703639322 -0.0067594050382233069 -0.0018003434594467203 0.0020113922653883344
leaf_weight=1088.7022559642792 6354.9842127561569 187.74098908901215 63.098941326141357 67.693523526191711 126.53821861743927 41.749932408332825 103.43402850627899 56.141428470611572 66.881572484970093 1230.1522318124771 172.88273322582245
leaf_count=497 3137 121 34 30 43 30 25 21 42 731 69
internal_value=0 -0.000432204 -0.000202433 -6.54495e-05 0.0026748 -0.00243313 0.00510565 -0.000421154 -0.000554395 -0.000387844 -0.00133066
internal_weight=0 3205.02 3017.27 2954.18 339.416 109.443 229.972 2614.76 2558.62 2491.74 1403.03
internal_count=4780 1643 1522 1488 128 60 68 1360 1339 1297 800
is_linear=0
shrinkage=0.06


Tree=166
num_leaves=12
num_cat=0
split_feature=130 20 100 143 142 19 97 82 140 73 45
split_gain=0.244038 0.460027 0.553069 0.690819 0.583225 0.456702 0.377754 0.696749 0.574232 1.61106 0.543402
threshold=0.00082683752407319855 0.0058306583669036635 0.00057154725072905432 0.0014881226234138014 0.0070226341485977182 0.010180860292166473 0.0030382014811038975 0.0022975050378590827 0.010180860292166473 0.0053125319536775359 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 -1 8 -8 -10 -9
right_child=1 -3 3 4 5 -7 7 10 9 -11 -12
leaf_value=6.5206626178871123e-05 -0.0021285369988874527 -0.0037692463420042521 0.0082691501310519951 -0.0013923771029218941 0.0060177382715876923 0.0001200951860789064 -0.0011444405913774926 -0.0057619275408978153 -0.003676096116092788 0.0074263156393311837 -0.00059302409008372969
leaf_weight=7948.4196426868439 102.75335657596588 59.719858050346375 68.977089643478394 133.76314496994019 121.8755692243576 77.218168616294861 554.77768671512604 174.0253096818924 82.4205002784729 109.64765751361847 126.40208423137665
leaf_count=3815 75 44 31 84 52 45 364 128 44 45 53
internal_value=0 0.00121035 0.0017997 0.0028042 0.00167171 0.00373035 -7.59262e-05 -0.00114707 -0.00016552 0.00266204 -0.00358716
internal_weight=0 564.307 504.587 401.834 332.857 199.094 8995.69 1047.27 746.846 192.068 300.427
internal_count=4780 331 287 212 181 97 4449 634 453 89 181
is_linear=0
shrinkage=0.06


Tree=167
num_leaves=12
num_cat=0
split_feature=61 102 91 135 45 76 15 141 91 85 134
split_gain=0.217496 0.458711 0.725418 0.510919 0.489837 0.415267 0.659174 0.398417 0.381215 0.625452 0.437927
threshold=0.0084566329605877417 0.013439828064292671 0.00017767510871635753 0.0013986918493174019 0.0022975050378590827 0.00044738779251929378 0.011169348377734424 0.0026833302108570938 0.012636432424187662 0.00093549740267917525 0.0003614811430452392
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -4 7 -7 -3 9 10 -6
right_child=1 3 4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=0.00010976807754414492 -0.0078359790303358778 -0.0082558734814887208 -0.0049304310974729254 0.0044552749583494609 0.0011042002574568714 0.0048033627300910235 -0.0019471827224211403 0.00033692163695622931 0.0030397597516551075 -0.0042249512465251131 -0.0040457591349854476
leaf_weight=8333.9513823986053 61.20762574672699 40.466366291046143 101.53785765171051 107.82440912723541 337.45632028579712 92.285481333732605 119.51263856887817 37.359551787376404 96.06811249256134 160.17835116386414 72.151971340179443
leaf_count=4224 30 29 69 36 129 34 35 19 42 97 36
internal_value=0 -0.000746138 -0.00154991 0.000929572 -0.00104853 -0.000383015 0.000994191 -0.00413099 -0.000456574 -0.00104607 0.000197042
internal_weight=0 1226.05 828.6 397.448 767.393 289.624 211.798 77.8259 665.855 569.787 409.608
internal_count=4780 556 403 153 373 117 69 48 304 262 165
is_linear=0
shrinkage=0.06


Tree=168
num_leaves=12
num_cat=0
split_feature=85 138 12 83 25 75 118 12 51 34 9
split_gain=0.217288 0.590504 0.441895 0.326191 0.264157 1.10666 0.927764 0.903641 0.85533 1.12358 1.07652
threshold=0.02129978779703379 0.0079489401541650313 0.010180860292166473 0.0054799309000372895 0.0012745757703669371 0.00017767510871635753 0.0066005610860884198 0.00017767510871635753 0.027182282879948619 0.00077738583786413084 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 7 8 9 10 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0023444311965079854 -0.0014543269052651067 0.0052270048678227368 -0.0012576239853673646 -0.0069067011401242762 -0.0025602848048385746 0.00068352835488372959 -0.0073083635987006646 -0.00097861895163964957 -0.0071025935409689709 0.0001998027825221091 0.010698260685859901
leaf_weight=374.74780488014221 79.717233657836914 57.356927394866943 111.13056993484497 78.29753315448761 417.30483305454254 4084.2683563232422 66.273823022842407 2376.4933944940567 49.58746349811554 1799.6276702880859 65.194458484649658
leaf_count=153 52 27 79 61 219 2232 39 1139 26 730 23
internal_value=0 -0.00152118 0.000949889 -0.00415602 5.37898e-05 0.00038282 -0.000259223 -0.000159093 0.000691699 0.000864277 0.00358237
internal_weight=0 326.502 168.487 158.015 9233.5 4501.57 4731.92 4665.65 2289.16 2239.57 439.942
internal_count=4780 219 106 113 4561 2451 2110 2071 932 906 176
is_linear=0
shrinkage=0.06


Tree=169
num_leaves=12
num_cat=0
split_feature=103 88 83 47 100 82 89 23 150 105 24
split_gain=0.229619 0.215386 0.273688 1.25465 0.749775 0.692449 0.786968 0.751232 0.919537 1.28848 1.00743
threshold=0.099559046328067793 0.1242329850792885 0.014740333426743748 0.0032328735105693345 0.0079489401541650313 0.0012357163941487672 0.0010585968848317864 0.015675474889576439 0.0032328735105693345 0.0036604277556762104 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -7 9 10 -9
right_child=-2 -3 3 5 -6 7 -8 8 -10 -11 -12
leaf_value=0.00032957323686145802 -0.0041033526573864762 -0.0025896948911817144 -0.0040848901490396451 0.00054553079166982119 0.0025259943664963842 -0.0029360734504602377 0.0048534050992370733 0.0021410526234181323 0.00070034735268292305 0.0033783293844578169 -0.0074253014725674605
leaf_weight=5422.1866406202316 48.843579649925232 112.41413605213165 428.85207283496857 1379.0069658756256 72.151971340179443 416.76515078544617 171.66723430156708 51.007164001464844 1194.9124735593796 84.516017436981201 177.67666172981262
leaf_count=2908 33 80 276 564 36 211 63 17 461 33 98
internal_value=0 2.10724e-05 5.22986e-05 -0.000325776 -0.00313283 7.88627e-05 0.00102243 -0.000681275 -5.81635e-05 -0.00295202 -0.00529156
internal_weight=0 9511.16 9398.74 3976.56 501.004 3475.55 1550.67 1924.88 1508.11 313.2 228.684
internal_count=4780 4747 4667 1759 312 1447 627 820 609 148 115
is_linear=0
shrinkage=0.06


Tree=170
num_leaves=12
num_cat=0
split_feature=21 148 81 148 147 110 35 131 135 107 96
split_gain=0.224796 0.573415 0.629282 0.783646 0.879948 0.737596 0.85187 0.709785 0.610121 0.723143 0.750723
threshold=0.0037758676335215573 0.00017767510871635753 0.0013146653072908523 0.0020292587578296666 0.023343417793512348 0.00050559637020342063 0.00017767510871635753 0.00070876078098081063 0.0010918468469753864 0.0079489401541650313 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 8 -7 -4 -5 10 -10
right_child=1 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00019444409588118997 0.0041804826299810726 -0.0016319908206238107 -0.00026189584731416328 0.0038414166990878209 -0.0054881471917841004 -0.0076465379584190951 0.00012032085827099331 0.0063602977043825774 0.0014757649033380754 0.003319828779930094 -0.0094039835883870833
leaf_weight=6608.4253556728363 140.18583083152771 521.69180226325989 93.569047451019287 365.35929417610168 90.661579251289368 52.8304123878479 1347.7249087095261 154.44119250774384 43.913516759872437 93.637114644050598 47.56001353263855
leaf_count=3625 41 174 35 128 58 26 575 42 14 30 32
internal_value=0 0.00043535 0.000248605 0.000677086 0.000290218 0.000558731 -0.000172653 0.00386188 0.00241959 -0.000386733 -0.00418096
internal_weight=0 2951.57 2811.39 2289.7 2041.69 1951.03 1400.56 248.01 550.47 185.111 91.4735
internal_count=4780 1155 1114 940 863 805 601 77 204 76 46
is_linear=0
shrinkage=0.06


Tree=171
num_leaves=12
num_cat=0
split_feature=127 109 140 42 72 109 80 102 71 1 70
split_gain=0.226877 0.632254 0.84564 1.14295 0.756255 0.999229 0.813013 1.19742 0.908702 0.674717 1.15745
threshold=0.0012745757703669371 0.0013146653072908523 0.00244467705488205 0.0023699469165876512 0.00082683752407319855 0.014740333426743748 0.0084566329605877417 0.00062670491752214741 0.0079489401541650313 0.0044099434744566688 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 -3 -6 -11
right_child=1 4 3 -5 9 -7 7 -9 -10 10 -12
leaf_value=0.00017212920906890461 -0.0015663506436094158 0.0015404350035260125 0.0087089915942595766 -0.0020231074772625768 -0.0010759174371424321 0.0011487462247966667 -0.003375278610301821 -0.017825946481858118 -0.0057087764226579603 0.004823696194236525 -0.00076579875312077423
leaf_weight=7098.3294054269791 122.68266499042511 98.703311920166016 105.12114250659943 54.113978505134583 1120.105881690979 154.16892373561859 46.344514608383179 37.223417401313782 168.55556452274323 223.14601337909698 331.50524950027466
leaf_count=3466 88 39 44 27 620 62 26 29 101 93 185
internal_value=0 -0.000496342 0.00217743 0.00506183 -0.000842153 -0.00287739 -0.00464665 -0.009812 -0.00303152 -0.000228462 0.00148295
internal_weight=0 2461.67 281.918 159.235 2179.75 504.996 350.827 83.5679 267.259 1674.76 554.651
internal_count=4780 1314 159 71 1155 257 195 55 140 898 278
is_linear=0
shrinkage=0.06


Tree=172
num_leaves=12
num_cat=0
split_feature=47 101 23 96 10 104 42 19 23 12 47
split_gain=0.208157 0.750367 1.02738 0.837065 0.738662 0.715477 0.675729 0.714755 0.630044 0.663313 0.625952
threshold=0.016164712607860569 0.0026012937305495147 0.022641776129603389 0.0042751494329422721 0.022641776129603389 0.0079489401541650313 0.0027679565828293566 0.002945306478068233 0.094028618186712279 0.00050559637020342063 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 -3 10 -6 7 -2 -8 -10 -1
right_child=1 2 -4 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.00032127665015182783 -0.0071567106033970634 -0.0072560053970914884 0.00025236620212726427 0.00095472342750520462 0.0064683248260700883 0.001173590126756904 0.00060696735731477307 0.0038242067702118783 -0.0070880173554527422 0.0022905120846369166 0.0011230760349165338
leaf_weight=5155.3118909597397 86.066997051239014 188.01325786113739 232.94292724132538 58.640493512153625 114.17417252063751 470.48043668270111 1738.9013701677322 28.374588966369629 79.313685774803162 41.278317332267761 1366.5019301176071
leaf_count=2978 62 101 88 28 46 172 617 12 34 17 625
internal_value=0 -0.000476485 -0.00260522 -0.00530395 0.000164508 0.00220757 4.07216e-05 -0.00443411 0.000316123 -0.00387777 -1.86445e-05
internal_weight=0 2453.53 479.597 246.654 7106.47 584.655 1973.93 114.442 1859.49 120.592 6521.81
internal_count=4780 959 217 129 3821 218 742 74 668 51 3603
is_linear=0
shrinkage=0.06


Tree=173
num_leaves=12
num_cat=0
split_feature=33 87 58 81 78 66 70 141 21 113 94
split_gain=0.217121 0.486782 0.554067 0.710658 0.633827 0.352131 0.358091 0.286034 0.272679 0.696603 0.635898
threshold=0.031632266007363803 0.00043393640953581786 0.0015349716995842757 0.00899649551138282 0.0019071503775194289 0.00039601318712811922 0.0048403022810816774 0.0049928687512874612 0.0037758676335215573 0.019431582652032379 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 5 -5 6 -4 -6 9 -1 -10
right_child=1 2 3 4 7 -7 -8 -9 10 -11 -12
leaf_value=-8.1224569222549894e-05 -0.0054414582526896788 0.005478250066045934 -0.0060745848628022308 0.0073044382465682293 -0.0052077825950269142 -0.0097334970461945263 0.0017464578131947813 0.0015200014137356319 0.00030118301934844679 -0.0056621757929892318 0.0037668056825963196
leaf_weight=6395.6207937002182 83.635999202728271 50.331347346305847 48.235830187797546 45.872899532318115 39.250867366790771 35.9398512840271 37.427618980407715 54.113978505134583 2481.5707461833954 81.540482044219971 206.45965385437012
leaf_count=3487 50 19 30 13 23 28 14 27 948 61 80
internal_value=0 -0.00137769 -0.000285438 -0.00139759 0.00152918 -0.00474878 -0.00265746 -0.00130838 5.93465e-05 -0.000151483 0.000567367
internal_weight=0 394.808 311.172 260.841 139.238 121.603 85.6634 93.3648 9165.19 6477.16 2688.03
internal_count=4780 204 154 135 63 72 44 50 4576 3548 1028
is_linear=0
shrinkage=0.06


Tree=174
num_leaves=12
num_cat=0
split_feature=101 29 60 21 62 121 49 81 114 142 68
split_gain=0.23186 0.579721 0.696076 0.42673 0.659086 0.746857 0.803865 0.580921 0.634187 0.626217 0.600171
threshold=0.0014881226234138014 0.074787221848964705 0.00096484774257987748 0.011169348377734424 0.0014427106943912806 0.0098710241727530974 0.00017767510871635753 0.0021592099219560628 0.00096484774257987748 0.0011980500421486797 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 8 9 -5 -9
right_child=1 2 -4 7 -6 6 -8 10 -10 -11 -12
leaf_value=-0.0004701257521623927 0.00019441604900556004 0.0080342086757997089 0.00056096072860107595 -0.00017237420861165945 -0.002587252846560124 0.0010682682729672148 0.0083327741617814383 0.0038748542984633986 0.002341573623228121 -0.0075137242936961493 -0.00094471608140778325
leaf_weight=4079.0708799362183 3660.895739197731 76.206871271133423 109.10797524452209 96.94813072681427 467.29584443569183 363.26377701759338 64.586709022521973 316.44764733314514 120.86427187919617 73.571671843528748 131.74055027961731
leaf_count=2185 1887 24 37 25 263 139 20 100 31 27 42
internal_value=0 0.000360148 0.00363418 -0.000242432 -0.000442369 -0.000219979 0.00216489 0.00110231 -0.000983225 -0.00333984 0.00245819
internal_weight=0 3846.21 185.315 5713.79 4974.22 4506.92 427.85 739.572 291.384 170.52 448.188
internal_count=4780 1948 61 2832 2607 2344 159 225 83 52 142
is_linear=0
shrinkage=0.06


Tree=175
num_leaves=12
num_cat=0
split_feature=30 34 72 87 51 91 47 86 29 96 10
split_gain=0.224221 0.943514 0.635232 0.896014 0.848352 0.908634 0.800574 0.729932 0.731091 0.839549 0.62676
threshold=0.0014881226234138014 0.04273676127195359 0.0033348383149132137 0.0020292587578296666 0.0020932231564074759 0.0011261500185355546 0.029773407615721229 0.00017767510871635753 0.0060143163427710542 0.0020932231564074759 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 6 -5 -6 -4 -7 9 -9 -2
right_child=1 -3 3 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.00020175332840112334 -0.00097159001646480059 -0.0058472445938458377 -0.00057884073093860951 -0.0015040391420047033 -0.00095186067718891953 0.012181221948259446 -0.0082027520029754487 0.0073701878998986316 0.0068781676458148575 -0.0048973193921402203 0.0025210889901553283
leaf_weight=6450.3910744190216 236.720703125 84.175681471824646 1347.6957770586014 169.90719783306122 110.65895485877991 48.440031766891479 51.478779077529907 32.225287318229675 129.03728365898132 53.302027463912964 845.96727013587952
leaf_count=3037 144 58 863 97 66 15 30 15 50 39 366
internal_value=0 0.000418505 0.000592835 -5.61986e-05 0.00201113 0.00360949 -0.000859342 0.00552868 0.0040268 -0.000275124 0.00175744
internal_weight=0 3109.61 3025.43 1942.75 543.571 373.664 1399.17 263.005 214.565 85.5273 1082.69
internal_count=4780 1743 1685 1175 282 185 893 119 104 54 510
is_linear=0
shrinkage=0.06


Tree=176
num_leaves=12
num_cat=0
split_feature=144 120 15 3 58 53 71 47 72 30 81
split_gain=0.216734 0.815811 0.53626 0.372501 0.269254 0.718194 0.779686 0.706006 0.934267 1.02869 0.825592
threshold=0.021960759535431865 0.00073092587990686308 0.0087224207818508166 0.0053125319536775359 0.0015349716995842757 0.023343417793512348 0.10522961243987085 0.0036604277556762104 0.0048403022810816774 0.007706565549597145 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 -1 10 -10 -9
right_child=1 -3 3 -5 5 6 -8 8 9 -11 -12
leaf_value=-0.00037999084714113158 -0.00096230270278311659 0.0071384320970137105 -0.010911888143359853 -0.0028793834681548232 0.00012347995142144891 -0.0022062406442298703 0.0029619667607143504 0.0014882880218733555 -0.0025340273439091246 0.0059696964345840294 0.0054917837520760812
leaf_weight=1417.620952129364 274.41573560237885 36.751802325248718 37.291484594345093 46.952264070510864 5374.5828362703323 908.12298130989075 118.83682191371918 737.3357652425766 298.53607833385468 61.815375208854675 247.73797118663788
leaf_count=872 186 16 24 29 2641 374 37 294 177 33 97
internal_value=0 -0.00137536 -0.00224777 -0.00643507 5.93409e-05 -0.000154321 -0.00160819 0.000554362 0.00153885 -0.00107528 0.00249513
internal_weight=0 395.411 358.659 84.2437 9164.59 6401.54 1026.96 2763.05 1345.43 360.351 985.074
internal_count=4780 255 239 53 4525 3052 411 1473 601 210 391
is_linear=0
shrinkage=0.06


Tree=177
num_leaves=12
num_cat=0
split_feature=70 24 10 91 52 23 78 128 12 13 15
split_gain=0.212228 0.550097 1.12199 0.965793 0.85831 1.00528 0.733436 1.06682 1.5112 0.894099 0.714445
threshold=0.00039601318712811922 0.0015833032084628942 0.022641776129603389 0.0012745757703669371 0.016164712607860569 0.012636432424187662 0.016668972559273246 0.00093549740267917525 0.0013986918493174019 0.0005375427135732026 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -4 10 -8 -9 -10 -1
right_child=-2 2 4 -5 -6 -7 7 8 9 -11 -12
leaf_value=0.0028911102274934422 0.00020076206276548446 -0.0022615669999406871 0.0057861511946900659 -0.0043657793191583501 0.0092028542541306244 -0.003106538675323465 -0.0051145297012199576 0.014148993335058273 0.0057842095883982435 -0.0014608556727920281 -0.0005881896667010593
leaf_weight=258.20584642887115 6354.9842127561569 1008.1585054397583 76.138804078102112 151.80113780498505 51.007164001464844 114.71385478973389 48.843579649925232 48.440031766891479 137.95417928695679 110.38668608665466 1199.3660660982132
leaf_count=138 3137 601 29 93 17 54 33 15 62 86 515
internal_value=0 -0.000398076 -0.00138111 0.000230476 0.00228893 0.000441113 0.000617409 0.00310239 0.00445472 0.0025638 2.81611e-05
internal_weight=0 3205.02 1250.02 1955 241.86 190.853 1803.2 345.624 296.781 248.341 1457.57
internal_count=4780 1643 701 942 100 83 849 196 163 148 653
is_linear=0
shrinkage=0.06


Tree=178
num_leaves=12
num_cat=0
split_feature=60 115 37 148 101 74 30 23 87 110 23
split_gain=0.214147 0.327529 0.238033 0.635176 0.778658 0.273834 0.329448 0.694783 0.855139 0.973719 0.939381
threshold=0.079227816313505187 0.00085274505545385193 0.037906534969806678 0.0051502294372767219 0.0016846025246195497 0.0045489775948226461 0.0014881226234138014 0.0014881226234138014 0.0017376682371832433 0.04673989117145539 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 8 9 10 -1
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0008995771111131646 0.0012348242075393618 -0.0052128156013861362 -0.0043212605052886967 -0.0038741680366775801 0.0064416956284844762 -0.0016229125910263498 0.00069908041384302618 -0.00027136097024500934 -0.0064614555833880285 0.011134321511178585 0.0053643750474631977
leaf_weight=189.70037186145782 48.303897380828857 68.704820871353149 147.950439453125 48.235830187797546 58.03274405002594 327.17808079719543 2687.9867025613785 5741.5076758861542 37.291484594345093 47.156465649604797 157.95155489444733
leaf_count=120 25 51 90 30 25 217 1460 2654 24 14 70
internal_value=0 -0.00255108 3.16106e-05 -0.00177948 0.00175927 8.17166e-05 0.000144653 -9.67444e-05 0.00222347 0.0030438 0.00194638
internal_weight=0 117.009 9442.99 254.219 106.269 9188.77 8861.59 6173.61 432.1 394.808 347.652
internal_count=4780 76 4704 145 55 4559 4342 2882 228 204 190
is_linear=0
shrinkage=0.06


Tree=179
num_leaves=12
num_cat=0
split_feature=14 75 92 98 136 25 77 140 101 50 77
split_gain=0.204912 0.793896 0.919931 0.658388 0.704117 0.505277 0.691034 1.19524 1.12518 1.12022 0.810891
threshold=0.00062670491752214741 0.00017767510871635753 0.0034400182776153092 0.0044099434744566688 0.0003614811430452392 0.030689206905663017 0.0035485138650983576 0.031632266007363803 0.0019071503775194289 0.0028552538715302949 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 10 8 -8 -10 -1
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.00028685082106963275 -0.0034701711759281147 -1.4253395816742616e-05 -0.0061574319572629309 0.0044839041032976564 -0.0042114674704479341 -0.0041724605114888905 0.0008775869768841392 -0.0064125256471474741 0.013258804961792846 0.0027126732930922584 -0.007077491312695066
leaf_weight=3557.1553616523743 154.64053881168365 5020.012332201004 167.27199840545654 116.80937194824219 47.020331263542175 88.026379823684692 166.19263386726379 43.101565718650818 74.247488498687744 70.868405222892761 54.653660774230957
leaf_count=1551 75 2721 100 43 24 61 84 26 25 35 35
internal_value=0 -0.000238371 -0.00255456 -0.000662202 0.00198827 0.000323712 0.000423501 0.00295176 0.00424828 0.00810852 0.000175414
internal_weight=0 5505.75 485.742 318.47 163.83 4054.25 3966.22 354.41 311.309 145.116 3611.81
internal_count=4780 2963 242 142 67 1817 1756 170 144 60 1586
is_linear=0
shrinkage=0.06


Tree=180
num_leaves=12
num_cat=0
split_feature=136 124 65 94 46 7 105 108 19 102 59
split_gain=0.210465 0.554952 0.659943 0.837883 0.627824 0.754263 0.678166 0.727974 0.857892 1.12763 0.660883
threshold=0.00040826165059115743 0.0015349716995842757 0.021960759535431865 0.028884131461381916 0.01884530205279589 0.0072436286136507997 0.0041444667149335155 0.0011615398107096555 0.0072436286136507997 0.0048403022810816774 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 -2 9 10 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00019073896113676819 -0.0040791533674729985 -0.0012570382483545616 0.0062708337008670319 0.0062221666854099297 -0.0016625282629403194 0.0079790147172487339 -0.0010437281125518295 0.0071605543150686235 0.0052144289729538227 -0.0025147817876955952 0.0017748789919546733
leaf_weight=6552.240136384964 67.489321947097778 1082.8143970966339 48.371964573860168 56.749177932739258 258.88166308403015 62.627326250076294 352.38264334201813 98.163629651069641 278.20807731151581 203.14863777160645 498.92309284210205
leaf_count=3369 45 596 20 24 136 21 176 31 98 85 179
internal_value=0 0.000415514 -0.000593217 -0.000884581 0.00107399 0.00152784 0.00125819 0.00196605 0.00234436 0.00134655 0.00266031
internal_weight=0 3007.76 1187.94 1139.56 1819.82 1560.94 1498.32 1145.93 1078.44 800.235 597.087
internal_count=4780 1411 640 620 771 635 614 438 393 295 210
is_linear=0
shrinkage=0.06


Tree=181
num_leaves=12
num_cat=0
split_feature=143 132 150 2 23 140 108 106 50 9 45
split_gain=0.217815 0.420014 0.708657 0.514576 0.878659 0.65188 0.621586 0.758409 0.574392 0.395876 0.388067
threshold=0.00085274505545385193 0.036783467978239066 0.012252715881913902 0.00070876078098081063 0.0019672545604407792 0.00244467705488205 0.0026833302108570938 0.016668972559273246 0.012636432424187662 0.00044738779251929378 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 9 -1 -8 -2
right_child=10 -3 -4 -5 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00030554424172351256 0.00046271430276071188 0.0054203407577585565 0.003223531307463562 0.00076306936987781046 -0.0077800455548160717 0.0049879366156913262 0.0023892225761916351 -0.0067070195903804379 -0.0064220750864280654 -0.0047191570139753164 -0.0003671885447849093
leaf_weight=306.70909011363983 4788.8245861530304 38.643117904663086 131.60441589355469 282.26297724246979 127.88499665260315 67.761590719223022 96.06811249256134 93.97259533405304 67.421254754066467 39.926684021949768 3518.920646905899
leaf_count=196 2647 20 52 86 87 25 42 53 50 21 1501
internal_value=0 -0.00073767 -0.000933749 -0.0014394 -0.00221674 -0.000427043 -0.00442674 -0.00256196 -0.00140779 0.000302275 0.000111191
internal_weight=0 1252.25 1213.61 1082.01 799.744 441.892 357.852 229.967 374.13 135.995 8307.75
internal_count=4780 632 612 560 474 271 203 116 246 63 4148
is_linear=0
shrinkage=0.06


Tree=182
num_leaves=12
num_cat=0
split_feature=138 35 85 12 94 78 15 107 38 48 74
split_gain=0.203681 0.626899 0.560426 0.577381 0.705686 0.86273 0.572988 0.806445 0.549169 0.486318 0.753717
threshold=0.0022975050378590827 0.00057154725072905432 0.02129978779703379 0.00747153488919139 0.00093549740267917525 0.0022272822679951791 0.0087224207818508166 0.0010263677686452868 0.0030382014811038975 0.00090704852482303988 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 6 -6 7 -5 -7 10 -1
right_child=1 -3 -4 4 5 8 -8 -9 -10 -11 -12
leaf_value=1.318848118103115e-05 -0.0049206121480884837 -0.00028291953190803381 -0.004391736638698864 0.0025731406612621794 0.0071493383373354208 -0.0012119026385017232 0.0014388384809118201 0.012470321569276908 0.0062438216036962285 -0.0033953440726746599 0.0045140486830934981
leaf_weight=6550.9224900007248 111.3347715139389 1823.7772380113602 97.011342644691467 59.855992436408997 61.275692939758301 366.56508255004883 108.4321585893631 58.708560705184937 39.387001752853394 145.99105668067932 136.73868036270142
leaf_count=3037 64 1100 68 34 25 230 39 23 13 91 56
internal_value=0 -0.000549745 0.000139519 0.000197913 0.00184654 0.000513165 0.00459103 0.00747384 -0.00048852 3.04306e-05 0.000105215
internal_weight=0 1935.11 7624.89 7527.88 694.224 467.228 226.997 118.565 405.952 6833.65 6687.66
internal_count=4780 1164 3616 3548 364 268 96 57 243 3184 3093
is_linear=0
shrinkage=0.06


Tree=183
num_leaves=12
num_cat=0
split_feature=4 143 99 22 119 34 18 148 86 138 21
split_gain=0.208416 0.503927 0.7297 0.467258 0.525951 0.474854 0.580378 0.720234 0.563065 0.629392 0.580941
threshold=0.0036604277556762104 0.055838862434029586 0.00040826165059115743 0.00060774214216507982 0.00068727668258361529 0.0041444667149335155 0.0026833302108570938 0.0051502294372767219 0.00017767510871635753 0.00017767510871635753 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 8 -8 9 10 -7
right_child=3 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=6.2749176237213196e-05 -0.0015350499690412582 0.0093255795285807335 -0.00077015327728026525 -0.0036398189909903856 0.0017868492753127247 -0.0048018452379474724 0.0091865900930575509 -0.00073812419713168646 -0.0021325796842728696 0.0057306971735156384 0.0024154812457880814
leaf_weight=8055.8210828304291 426.35786306858063 51.614913463592529 51.478779077529907 298.46801114082336 81.948885202407837 63.098941326141357 63.303142905235291 45.060948491096497 210.50969851016998 101.94626080989838 110.39154136180878
leaf_count=4025 221 20 30 182 31 34 19 25 116 39 38
internal_value=0 0.000116092 0.00428438 -0.000676039 -0.00247081 -7.10259e-06 0.00108905 0.0050596 0.000203627 0.00198913 -0.000209479
internal_weight=0 8158.91 103.094 1401.09 380.417 1020.67 594.311 108.364 485.946 275.437 173.49
internal_count=4780 4075 50 705 213 492 271 44 227 111 72
is_linear=0
shrinkage=0.06


Tree=184
num_leaves=12
num_cat=0
split_feature=130 130 20 58 63 142 87 66 49 141 37
split_gain=0.211832 0.520718 0.412153 0.519301 0.602614 0.717813 0.377708 0.449635 0.257003 0.255595 0.669745
threshold=0.00082683752407319855 0.00055427959887310873 0.0058306583669036635 0.0011615398107096555 0.0021592099219560628 0.0070226341485977182 0.0020292587578296666 0.00017767510871635753 0.0011615398107096555 0.016668972559273246 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 8 7 -7 -6 -1 -11
right_child=2 -3 -4 4 5 6 -8 -9 -10 10 -12
leaf_value=0.00010033779752675506 -0.0013058766920876134 -0.0028802380864516165 -0.003585712602514269 0.0077903589778920848 -0.0040987935658069212 -0.0036228021808797613 0.0069775759678103629 0.0055107303547623334 0.0015972753052475165 -0.0024845427071506837 0.0013056658683426442
leaf_weight=8044.7551686763763 147.74623787403107 231.38223707675934 59.719858050346375 72.895855188369751 72.623586416244507 36.615667939186096 86.47540020942688 41.278317332267761 46.952264070510864 452.90434837341309 266.65112698078156
leaf_count=3885 105 155 44 29 49 26 32 17 29 272 137
internal_value=0 -7.07389e-05 0.00112766 0.0016855 0.00292405 0.00167475 0.00424782 0.00121733 -0.00186219 3.43325e-06 -0.00107998
internal_weight=0 8995.69 564.307 504.587 356.841 283.945 164.369 77.894 119.576 8764.31 719.555
internal_count=4780 4449 331 287 182 153 75 43 78 4294 409
is_linear=0
shrinkage=0.06


Tree=185
num_leaves=12
num_cat=0
split_feature=147 95 110 113 78 59 125 100 95 36 54
split_gain=0.187798 0.976586 0.812572 1.00097 1.09238 0.976902 0.860362 0.842541 0.739521 1.05385 1.06805
threshold=0.00017767510871635753 0.0021592099219560628 0.0012745757703669371 0.00042089859198313212 0.0031340263085439806 0.00017767510871635753 0.0011980500421486797 0.0021592099219560628 0.00047558375808876013 0.00085274505545385193 0.035692447796463973
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 -5 9 10 -2
right_child=8 -3 6 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0013400185297280682 -0.0033271543852947168 -0.0014218105847360787 0.00055525003472492386 -0.0027777352486642931 -0.0023160656994938721 0.0095995666267331813 -0.0057723355088039 0.0022663194792898068 0.00020499492396044343 0.00060291939947935838 0.0010389453602032916
leaf_weight=74.787170767784119 874.19115889072418 670.31320309638977 467.70910286903381 155.24828827381134 55.329477429389954 165.92522037029266 92.689029216766357 513.65006959438324 5498.8796927928925 729.08012044429779 262.19753444194794
leaf_count=33 532 310 185 78 33 56 52 193 2801 424 83
internal_value=0 0.000487027 0.00132587 0.00238122 0.00528601 0.0070334 -0.000491323 0.00109562 -0.000145205 -0.0011775 -0.00231977
internal_weight=0 2195.65 1525.34 964.94 296.042 240.712 560.398 668.898 7364.35 1865.47 1136.39
internal_count=4780 940 630 393 122 89 237 271 3840 1039 615
is_linear=0
shrinkage=0.06


Tree=186
num_leaves=12
num_cat=0
split_feature=146 83 87 103 26 124 54 12 86 52 96
split_gain=0.207667 0.522336 0.509302 0.604554 0.654695 0.598622 0.512075 0.619919 0.455209 0.42297 0.616296
threshold=0.011519505176693203 0.036783467978239066 0.023343417793512348 0.00066645268816500913 0.0031340263085439806 0.051876978948712356 0.0027679565828293566 0.00017767510871635753 0.0013986918493174019 0.0070226341485977182 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 8 -8 -5 -2 -11
right_child=1 -3 -4 6 -6 -7 7 -9 -10 10 -12
leaf_value=-0.00013726479403964974 -0.00068760514779824748 0.0034451077110112457 0.0046472641905396135 -0.0035142507026854194 0.0065369848612089306 0.0071762602784912494 -0.00027254532939013129 -0.0087070519242537 0.0025160261972385061 0.003384781405965548 -0.0034568498236556473
leaf_weight=7703.8468426465988 860.07678687572479 202.60895550251007 88.434782981872559 85.527314782142639 62.559259057044983 43.169632911682129 52.898479580879211 77.082034230232239 95.256161451339722 228.75189292430878 59.787925243377686
leaf_count=3819 473 77 31 54 26 21 21 55 54 110 39
internal_value=0 0.000569709 0.000217386 -3.29194e-05 0.000554034 0.000239976 -0.00240205 -0.00527444 -0.000336853 -2.07171e-05 0.00196714
internal_weight=0 1856.15 1653.54 1565.11 1254.35 1191.79 310.764 129.981 180.783 1148.62 288.54
internal_count=4780 961 884 853 669 643 184 76 108 622 149
is_linear=0
shrinkage=0.06


Tree=187
num_leaves=12
num_cat=0
split_feature=82 100 73 122 141 146 100 81 78 33 33
split_gain=0.199032 0.664824 0.671557 0.570675 0.503114 0.586105 0.641826 0.985373 0.774409 0.612553 0.709232
threshold=0.00055427959887310873 0.00017767510871635753 0.0027679565828293566 0.031632266007363803 0.0034400182776153092 0.00017767510871635753 0.0037758676335215573 0.0018488886416889729 0.0019071503775194289 0.00042089859198313212 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 7 -7 9 -9 -11
right_child=1 3 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=0.00096476215665598157 -0.0046393137956821217 2.9675112612010448e-05 -0.00011066089611968197 -0.0070612739827331577 -0.0074337577063256239 -0.0049190442861476611 -0.0032003468467304824 -0.00013824073558885231 -6.9865877573103402e-05 0.011506493734677664 0.0029362719978736204
leaf_weight=1996.883593916893 234.15357089042664 5926.8079565763474 237.396519780159 41.142182946205139 43.709315180778503 109.2392543554306 224.6969929933548 77.286235809326172 525.45986759662628 59.384377360343933 83.840200781822205
leaf_count=962 142 2859 142 27 29 75 122 40 326 21 35
internal_value=0 -0.000190577 -0.00235942 -1.92089e-05 0.000393277 -0.000622363 -0.000346672 0.0004031 0.00118247 0.00416669 0.00648969
internal_weight=0 6439.5 471.55 5967.95 3120.5 1123.62 1079.91 855.21 745.971 220.511 143.225
internal_count=4780 3170 284 2886 1610 648 619 497 422 96 56
is_linear=0
shrinkage=0.06


Tree=188
num_leaves=12
num_cat=0
split_feature=83 107 50 145 15 131 24 49 105 15 19
split_gain=0.198014 0.641698 0.755332 0.76755 0.752319 0.815271 1.23351 0.655537 0.720954 0.716631 0.677571
threshold=0.014740333426743748 0.0021592099219560628 0.037906534969806678 0.00066645268816500913 0.060991313308477409 0.00017767510871635753 0.001792412775103003 0.000490355829242617 0.007706565549597145 0.019431582652032379 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 10 -10 -3
right_child=1 7 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00023159928368746496 -0.0043733893137144824 0.00026048150961147543 -0.0063845743475259859 -0.0039835440580411842 0.0064365251344704897 -0.0026329741672849929 0.0056862916560182376 -0.0029227759475478031 -8.1466961593953453e-05 -0.008119070047475847 0.0034929215354593392
leaf_weight=5560.2720990180969 192.13136970996857 2452.9238884449005 110.65895485877991 74.111354112625122 58.776627898216248 317.0456862449646 132.21216535568237 240.97980463504791 92.757096409797668 70.124521374702454 258.00650012493134
leaf_count=3008 132 956 66 35 18 199 55 117 47 42 105
internal_value=0 -0.000321961 -0.00174776 -0.00108508 1.97939e-07 -0.000722629 0.00221289 8.31212e-05 0.000335177 -0.00354185 0.000568121
internal_weight=0 3999.73 884.936 774.277 582.146 523.369 206.324 3114.79 2873.81 162.882 2710.93
internal_count=4780 1772 505 439 307 289 90 1267 1150 89 1061
is_linear=0
shrinkage=0.06


Tree=189
num_leaves=12
num_cat=0
split_feature=38 1 74 23 138 101 118 121 0 128 71
split_gain=0.202501 0.388744 0.435378 0.347629 0.287256 0.222462 0.526316 0.687721 1.11609 0.832388 1.30045
threshold=0.0084566329605877417 0.00070876078098081063 0.000490355829242617 0.0037758676335215573 0.0066005610860884198 0.0014881226234138014 0.0038949446752667431 0.00039601318712811922 0.00017767510871635753 0.00070876078098081063 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1 -7 8 -8 -9 -11
right_child=1 4 -4 -5 -6 6 7 9 -10 10 -12
leaf_value=-0.00019324082128208497 0.0026838187735197389 -0.0062313006766302609 0.0058041217543591834 -0.0041794863826253442 0.00026045392451445567 5.4618831808420508e-05 0.010637123335979867 -0.00022658656377309963 -0.0013440784567588775 0.0032672951819816098 0.013478898670591325
leaf_weight=5568.9458575248718 43.23770010471344 80.3249831199646 39.318934559822083 68.909022450447083 35.332101821899414 2997.3455579280853 30.941721200942993 139.84549486637115 293.40181386470795 204.90381896495819 57.493061780929565
leaf_count=2752 16 55 18 36 25 1509 14 66 173 99 17
internal_value=0 -0.00162875 0.000371369 -0.00153337 -0.00424813 4.68183e-05 0.000405814 0.00185458 -0.000201096 0.00351215 0.00550473
internal_weight=0 267.123 151.466 112.147 115.657 9292.88 3723.93 726.586 324.344 402.242 262.397
internal_count=4780 150 70 52 80 4630 1878 369 187 182 116
is_linear=0
shrinkage=0.06


Tree=190
num_leaves=12
num_cat=0
split_feature=52 126 53 50 47 136 102 39 108 91 117
split_gain=0.198738 0.59086 0.679378 0.453796 0.995263 0.378538 0.4218 0.419374 0.732756 0.510065 0.504385
threshold=0.00047558375808876013 0.02129978779703379 0.030689206905663017 0.021960759535431865 0.0011980500421486797 0.00040826165059115743 0.0016846025246195497 0.00017767510871635753 0.0051502294372767219 0.00087947337306104611 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 9 10 -1 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00039897177253351711 0.00010023194150005958 0.0045737457177573116 -0.0080466840623670266 0.002445468479500073 -0.01017508087160025 0.0054026509626831929 -0.0014338243051037331 -0.0015480635303927784 -0.0063253380642423699 0.0056974048818268378 0.006541202525251838
leaf_weight=356.43754327297211 8428.5414377450943 70.464857339859009 48.371964573860168 39.250867366790771 52.694278001785278 78.705936312675476 55.329477429389954 226.78765487670898 114.44158601760864 57.356927394866943 31.61753785610199
leaf_count=164 4184 17 20 23 36 31 33 159 74 27 12
internal_value=0 -0.000746655 -0.0011 -0.000768168 -0.00478744 -0.000366775 0.00258057 -0.000868972 -0.00232843 0.00044606 -0.00055829
internal_weight=0 1131.46 1060.99 1012.62 91.9451 920.677 134.035 786.641 372.847 413.794 258.405
internal_count=4780 596 579 559 59 500 64 436 245 191 171
is_linear=0
shrinkage=0.06


Tree=191
num_leaves=12
num_cat=0
split_feature=18 44 68 81 113 102 0 117 116 148 141
split_gain=0.209874 0.687091 0.862091 0.829081 0.739552 0.975394 0.713099 0.60924 0.623781 0.602455 0.485621
threshold=0.0015833032084628942 0.013439828064292671 0.0051502294372767219 0.020658296532928947 0.00050559637020342063 0.00062670491752214741 0.0051502294372767219 0.0049928687512874612 0.0038949446752667431 0.010180860292166473 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 10 -7 -9 -8 -4
right_child=1 3 6 -5 5 7 9 8 -10 -11 -12
leaf_value=0.0001432286873235766 -0.00015609370128224465 0.0067699467546693285 -0.0061077467559586349 0.0065798896652603522 -0.0073577123157256069 -0.0051576790944714056 0.0028461543084157661 0.0042057265676653443 -0.0015019129622174299 -0.0036375230237875879 0.00095751041405172288
leaf_weight=7589.8865822553635 922.89860415458679 54.789795160293579 254.82676315307617 88.366715788841248 65.5299391746521 54.585593581199646 98.703311920166016 161.39870536327362 120.31973433494568 108.09182262420654 40.602500677108765
leaf_count=3662 575 25 148 36 46 40 39 55 71 64 19
internal_value=0 -0.00055179 -0.00124471 0.00126015 0.000230666 -0.00066096 -0.00324517 0.000643924 0.00176804 -0.000542864 -0.00513673
internal_weight=0 1970.11 1425.12 544.99 456.624 401.834 502.224 336.304 281.718 206.795 295.429
internal_count=4780 1118 845 273 237 212 270 166 126 103 167
is_linear=0
shrinkage=0.06


Tree=192
num_leaves=12
num_cat=0
split_feature=61 8 135 46 109 44 58 8 58 9 113
split_gain=0.194212 0.503734 0.39216 0.74008 0.588952 0.488585 0.485267 0.661357 0.481089 0.583495 0.677453
threshold=0.0084566329605877417 0.012252715881913902 0.0012357163941487672 0.0062037324532866487 0.0084566329605877417 0.0084566329605877417 0.011519505176693203 0.00244467705488205 0.0045489775948226461 0.00017767510871635753 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 8 -8 -2 10 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00010372628029843746 -0.0010301665101573572 -0.0067147513776647143 0.0062821694407544483 -0.0036557458352401645 0.0038667504691102194 -0.0027272317800422887 -0.0018151820312373823 0.0058387527213651629 -0.0011154695943244115 -0.0010283206235907672 -0.012882567206856918
leaf_weight=8333.9513823986053 515.53652989864349 48.235830187797546 104.64952743053436 84.987632513046265 79.381752967834473 82.488567471504211 87.083149671554565 76.206871271133423 27.766839504241943 71.544221878051758 48.167762994766235
leaf_count=4224 245 30 31 46 29 39 35 24 9 33 35
internal_value=0 -0.00070507 -0.000458951 0.00121965 0.00277432 0.000506479 -0.00117302 0.00175688 -0.00189461 -0.00491642 -0.00857972
internal_weight=0 1226.05 1177.81 351.507 266.52 161.87 826.305 163.29 663.015 147.479 75.9346
internal_count=4780 556 526 145 99 68 381 59 322 77 44
is_linear=0
shrinkage=0.06


Tree=193
num_leaves=12
num_cat=0
split_feature=33 34 19 93 81 138 7 58 98 117 118
split_gain=0.190033 0.520103 0.494183 0.727994 0.418621 0.24742 0.983972 0.678699 0.769303 0.630293 0.502563
threshold=0.031632266007363803 0.02636832278221846 0.004017772153019906 0.045367386192083366 0.00899649551138282 0.0022975050378590827 0.00093549740267917525 0.021960759535431865 0.0084566329605877417 0.04673989117145539 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 -1 10 8 9 -8 -7
right_child=1 4 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00021349394613913588 0.00070905924133118252 -0.0030379192522280093 -0.0071629085175625613 0.0025203886002444519 0.0036898382573943454 -0.0038473596276721975 0.00018880148290490256 0.0069184500630744558 -0.003825509902048376 0.006179066284524198 0.0010018184516519199
leaf_weight=7292.5708581209183 84.44795024394989 49.58746349811554 123.2904144525528 36.144052863121033 101.33851134777069 388.65797531604767 1101.4504288434982 52.898479580879211 166.59618175029755 67.085774064064026 95.931978106498718
leaf_count=3443 38 26 91 13 36 227 704 21 102 27 52
internal_value=0 -0.00128888 -0.00300203 -0.00496769 0.0014794 5.55212e-05 -0.000559674 0.000252979 -1.11093e-05 0.000532703 -0.00288739
internal_weight=0 394.808 243.882 159.434 150.926 9165.19 1872.62 1388.03 1335.13 1168.54 484.59
internal_count=4780 204 142 104 62 4576 1133 854 833 731 279
is_linear=0
shrinkage=0.06


Tree=194
num_leaves=12
num_cat=0
split_feature=143 150 23 81 80 43 98 53 113 10 105
split_gain=0.201497 0.530719 0.451718 0.84432 0.777909 1.35304 0.449832 0.430689 0.617854 0.588892 0.420362
threshold=0.00085274505545385193 0.012252715881913902 0.0019672545604407792 0.0005893622583243997 0.00050559637020342063 0.0011261500185355546 0.0026833302108570938 0.0081988852471113222 0.0019071503775194289 0.0011615398107096555 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 6 -5 9 -9 -1 -6
right_child=2 -3 -4 4 10 -7 -8 8 -10 -11 -12
leaf_value=-2.0648701939553255e-05 0.0088325125789544164 0.0028949360875189963 -1.7015659617348069e-05 -2.3087345392601189e-05 -0.002067046350136212 0.013950997824180288 0.0072961424237003641 0.0028197619532498979 -0.0031235920574958389 -0.0032321367665999528 0.0028307680250953741
leaf_weight=366.56508255004883 54.182045698165894 131.60441589355469 7703.0397468805313 138.8293422460556 249.95991218090057 38.711185097694397 38.643117904663086 192.54462814331055 93.569047451019287 467.97166109085083 84.379883050918579
leaf_count=230 22 52 3783 93 172 15 20 54 35 261 43
internal_value=0 -0.000709498 0.000106945 0.00168602 0.000982667 0.00378752 0.00157061 -0.00113279 0.00087608 -0.00182151 -0.000830948
internal_weight=0 1252.25 8307.75 604.705 550.523 216.184 177.472 1120.65 286.114 834.537 334.34
internal_count=4780 632 4148 365 343 128 113 580 89 491 215
is_linear=0
shrinkage=0.06


Tree=195
num_leaves=12
num_cat=0
split_feature=148 131 40 95 20 132 50 104 61 35 3
split_gain=0.18967 0.413762 0.569238 0.540628 0.416244 0.396343 0.390809 0.45974 0.327457 0.496335 0.434973
threshold=0.041476719081401832 0.015200819820165636 0.0031340263085439806 0.0019071503775194289 0.00070876078098081063 0.0017376682371832433 0.00066645268816500913 0.012636432424187662 0.00075379351619631063 0.0022975050378590827 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 6 -3 -2 -8 10 -10 -4
right_child=1 3 8 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-7.8141996414987652e-05 -0.0004570920362326951 -0.0035357110071037711 -0.001637428288585635 0.007886628844119753 -0.0023699780331709786 0.0049352044648374111 0.0020070480981785907 0.0083632919296792157 -0.0085010313755906949 -0.0013900430886398783 0.0069737752439674944
leaf_weight=8807.0670185089111 72.220038533210754 41.749932408332825 59.18017578125 64.518641829490662 59.855992436408997 37.967301249504089 92.217414140701294 73.70780622959137 44.317064642906189 174.36564564704895 32.833036780357361
leaf_count=4393 31 30 36 25 34 22 39 17 32 103 18
internal_value=0 0.000914028 0.000229353 0.00380346 0.00210286 0.000498772 0.00322708 0.00483064 -0.00156761 -0.00283112 0.0014353
internal_weight=0 752.933 608.697 144.236 298.001 79.7172 238.145 165.925 310.696 218.683 92.0132
internal_count=4780 387 310 77 121 52 87 56 189 135 54
is_linear=0
shrinkage=0.06


Tree=196
num_leaves=12
num_cat=0
split_feature=38 24 11 2 27 127 8 69 61 62 84
split_gain=0.192584 0.504154 0.345894 0.490188 0.458005 0.221945 0.493548 0.646648 0.971102 0.700405 0.649254
threshold=0.0084566329605877417 0.0072436286136507997 0.010180860292166473 0.0012745757703669371 0.0022975050378590827 0.0012745757703669371 0.0035485138650983576 0.00046126570669002836 0.00244467705488205 0.00040826165059115743 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7 8 9 -8 -9
right_child=1 -3 -4 -5 -6 6 7 10 -10 -11 -12
leaf_value=0.00021710797592030862 -0.0044604678020457051 -0.0079988677613343287 -0.0049340251018683895 0.005955164783076867 0.0026281703325936995 -0.0013698461389894151 0.0028275241455495664 -0.0028056709434241952 -0.0016330038480691846 0.010239340444308695 0.00064622361407786844
leaf_weight=6925.2473258972168 70.732270836830139 37.899234056472778 50.127145767211914 47.156465649604797 61.20762574672699 1120.3781504631042 177.13697946071625 297.18444502353668 133.96734654903412 61.951509594917297 577.01156914234161
leaf_count=3364 45 27 34 14 30 600 90 181 69 23 303
internal_value=0 -0.00158837 -0.000528476 0.00070459 -0.00117201 4.56575e-05 -0.00045583 0.00036521 0.00245656 0.00474804 -0.000527254
internal_weight=0 267.123 229.224 179.096 131.94 9292.88 2367.63 1247.25 373.056 239.088 874.196
internal_count=4780 150 123 89 75 4630 1266 666 182 113 484
is_linear=0
shrinkage=0.06


Tree=197
num_leaves=12
num_cat=0
split_feature=113 80 8 40 40 113 24 91 149 51 122
split_gain=0.193044 0.583542 0.719775 0.643622 0.422149 0.317733 0.910449 0.45246 0.544005 0.723157 0.639385
threshold=0.019431582652032379 0.0010585968848317864 0.00244467705488205 0.0020932231564074759 0.00060774214216507982 0.013439828064292671 0.0044099434744566688 0.0038949446752667431 0.028020657598972324 0.0030382014811038975 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 7 -7 -1 10 -10 -9
right_child=1 3 4 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.00020011867728151266 -0.0049075218871115758 -0.007206426103998782 0.0073039410680351509 -0.00043038746578766789 0.00077603761646800765 -0.0012541814923231697 0.0055127608578536729 -0.0011983259045743888 -0.010235185026709939 -0.00061608133646445557 0.0019020733506739705
leaf_weight=7194.3926626443863 56.613043546676636 94.040662527084351 53.642363429069519 108.90377366542816 106.40470862388611 147.75109314918518 138.83419752120972 1249.2744444608688 50.7348952293396 63.167008519172668 296.24121487140656
leaf_count=3556 34 48 14 52 45 57 45 708 37 29 155
internal_value=0 -0.00125838 0.000907158 -0.00357028 0.00296397 5.77681e-05 0.00202402 -5.87658e-06 -0.000898968 -0.00490068 -0.000604048
internal_weight=0 419.605 216.66 202.944 160.047 9140.4 286.585 8853.81 1659.42 113.902 1545.52
internal_count=4780 193 93 100 59 4587 102 4485 929 66 863
is_linear=0
shrinkage=0.06


Tree=198
num_leaves=12
num_cat=0
split_feature=14 75 51 45 53 98 94 14 125 135 115
split_gain=0.190342 0.653748 0.514461 0.485655 0.8702 0.504391 0.813734 0.484106 0.632365 0.72079 0.619315
threshold=0.00062670491752214741 0.00017767510871635753 0.045367386192083366 0.021960759535431865 0.015675474889576439 0.012636432424187662 0.0062037324532866487 0.00017767510871635753 0.0079489401541650313 0.0015833032084628942 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 -2 -7 10 -9 -10 -1
right_child=1 -3 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.00017873081925770927 -0.0040532926005968188 -2.6364266902742102e-05 -0.0052412464645022784 0.0015999929070960547 -0.011034595413814531 0.0036835351137446417 -0.0064202788740894638 0.00084675766932989192 0.0019746021463976542 0.010225738312028339 -0.0037688072920759111
leaf_weight=2664.3038946390152 212.33294689655304 5020.012332201004 59.18017578125 91.74579906463623 45.668697953224182 94.852613568305969 41.142182946205139 1010.6721363067627 110.79508924484253 58.100811243057251 151.19338834285736
leaf_count=1151 125 2721 36 26 28 36 27 464 56 20 90
internal_value=0 -0.00022974 0.000311992 -0.00233157 -0.00324707 -0.00222606 0.000626852 0.000394254 0.00141467 0.00481302 -3.32536e-05
internal_weight=0 5505.75 4054.25 485.742 393.996 348.328 135.995 3995.07 1179.57 168.896 2815.5
internal_count=4780 2963 1817 242 216 188 63 1781 540 76 1241
is_linear=0
shrinkage=0.06


Tree=199
num_leaves=12
num_cat=0
split_feature=144 143 68 132 58 140 94 24 109 129 42
split_gain=0.183772 0.40123 0.526249 0.311181 0.230237 0.778276 0.706525 1.33453 0.898547 0.784916 0.777744
threshold=0.021960759535431865 0.028020657598972324 0.0079489401541650313 0.00070876078098081063 0.0015349716995842757 0.0079489401541650313 0.0028552538715302949 0.00017767510871635753 0.011519505176693203 0.00057154725072905432 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 7 10 -9 -8 -7
right_child=1 -3 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=-0.00046115321885206663 -0.0045150340649171726 0.0046504499490246584 -0.005947716115099041 0.0004684762908483343 -0.00014293328702876795 -0.0062743593541211068 0.0024566610664954209 0.0043493487648994097 0.00023519948374827783 -0.0052015535299900122 0.00093772482094491634
leaf_weight=1428.1617498397827 57.15272581577301 37.359551787376404 86.878948092460632 214.02006089687347 6401.5426394939423 91.94514536857605 87.015082478523254 646.87353229522705 271.24570918083191 107.95568823814392 129.84923470020294
leaf_count=860 42 19 50 144 3052 59 40 269 133 74 38
internal_value=0 -0.00126647 -0.00188385 -0.000581855 5.46425e-05 0.000512394 0.00155397 0.00212485 0.00313388 -0.00178371 -0.00205205
internal_weight=0 395.411 358.052 271.173 9164.59 2763.05 1334.88 1139.91 918.119 194.971 221.794
internal_count=4780 255 236 186 4525 1473 613 499 402 114 97
is_linear=0
shrinkage=0.06


Tree=200
num_leaves=12
num_cat=0
split_feature=105 140 118 75 45 37 54 107 45 38 115
split_gain=0.196337 0.703502 0.748261 1.48729 1.01228 0.705747 0.885089 0.785704 1.21476 0.716909 0.624747
threshold=0.00052132029668428015 0.00090704852482303988 0.0046923852059990176 0.0054799309000372895 0.017188700847327713 0.00050559637020342063 0.0020292587578296666 0.0019071503775194289 0.0058306583669036635 0.00044738779251929378 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 9 -7 -8 -9 -3 -4
right_child=-2 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0019513955457043785 -0.00017370870901897088 0.003595238799174704 -0.0070873473604505305 0.0086478647896181624 -0.00064746932228878183 -0.0039700705484624205 -0.0029457920303719567 0.0088999566599190557 -0.0010669718723962246 -0.00096023409275042238 -0.00054656225734321076
leaf_weight=385.81857430934906 6789.1601858139038 872.18313002586365 120.31973433494568 38.0353684425354 724.43689215183258 135.65446054935455 79.109484195709229 94.312931299209595 82.556634664535522 145.04782652854919 93.364845871925354
leaf_count=245 3546 346 71 17 241 88 49 28 34 65 50
internal_value=0 0.000425624 0.000810148 -0.0022837 0.00117521 0.00211243 -5.18405e-05 0.0020246 0.00424774 0.00294567 -0.00422949
internal_weight=0 2770.84 2385.02 251.72 2133.3 1408.86 391.634 255.979 176.87 1017.23 213.685
internal_count=4780 1234 989 138 851 610 199 111 62 411 121
is_linear=0
shrinkage=0.06


Tree=201
num_leaves=12
num_cat=0
split_feature=47 68 88 1 24 40 140 61 150 73 125
split_gain=0.17981 0.602177 1.02327 1.1043 0.852515 0.65398 0.578313 0.562118 0.479468 0.510406 0.719934
threshold=0.016164712607860569 0.015675474889576439 0.00055427959887310873 0.0018488886416889729 0.0013986918493174019 0.0011980500421486797 0.02636832278221846 0.0021592099219560628 0.00043393640953581786 0.0053125319536775359 0.020035739988088611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 -6 -7 -3 -2 10 -10
right_child=8 2 4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-1.2283866419986819e-05 -0.0044615393523435532 -0.0028815548064374729 -0.0062011286724781844 0.0082855132252751974 0.0062171879417933151 -0.003896313156661022 0.0044121362320939895 0.0041133626078118718 -0.00045940219733367959 0.0016657662470928696 -0.0069414784332496801
leaf_weight=6523.0293200016022 102.41787588596344 72.895855188369751 73.435537457466125 140.86164748668671 66.546091794967651 88.298648595809937 45.804832339286804 95.596497416496277 1880.8375269174576 406.50147712230682 63.774757981300354
leaf_count=3609 52 29 37 39 19 41 18 29 720 155 32
internal_value=0 0.000152897 0.00199967 0.00436484 -0.000669849 0.00135454 -0.00105845 0.00108711 -0.000442854 -0.000267795 -0.000671986
internal_weight=0 7106.47 583.439 309.354 274.085 200.65 134.103 168.492 2453.53 2351.11 1944.61
internal_count=4780 3821 212 97 115 78 59 58 959 907 752
is_linear=0
shrinkage=0.06


Tree=202
num_leaves=12
num_cat=0
split_feature=103 105 8 59 37 80 107 53 93 73 35
split_gain=0.176747 0.194506 0.550642 0.657922 1.31785 0.755715 1.12264 0.613684 0.870016 1.0545 0.599872
threshold=0.099559046328067793 0.00017767510871635753 0.0011261500185355546 0.011169348377734424 0.00017767510871635753 0.0010585968848317864 0.00244467705488205 0.00017767510871635753 0.0017376682371832433 0.00017767510871635753 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -4 9 -9 -11
right_child=-2 -3 7 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00027491052855415895 -0.00360007523025906 -0.00012645458557774341 -0.0032707258941441233 -0.0060410770750873302 -0.0034330773891549544 0.0091125005948198886 0.0015018605005376424 -0.0042069145685507247 0.005621618319573877 0.0041282090683583059 -0.001655310858395287
leaf_weight=587.89270281791687 48.843579649925232 7399.6173964738846 75.190718650817871 65.598006367683411 292.99826598167419 87.151216864585876 349.9565007686615 108.22795701026917 211.12230324745178 245.84665560722351 87.554764747619629
leaf_count=266 33 3822 51 41 155 30 116 54 71 93 48
internal_value=0 1.84878e-05 0.00052642 -0.000176377 0.000115514 0.00112989 0.00301928 0.00186222 0.00245349 0.000938955 0.0026094
internal_weight=0 9511.16 2111.54 1383.6 1318 1025 437.108 727.942 652.752 441.629 333.401
internal_count=4780 4747 925 608 567 412 146 317 266 195 141
is_linear=0
shrinkage=0.06


Tree=203
num_leaves=12
num_cat=0
split_feature=53 100 76 146 45 23 128 73 114 135 91
split_gain=0.177676 0.635928 0.849885 0.883685 0.877258 0.751696 0.74293 0.655347 1.01791 0.80397 0.652015
threshold=0.023343417793512348 0.0049928687512874612 0.00038414125447161501 0.0051502294372767219 0.0035485138650983576 0.020035739988088611 0.0012745757703669371 0.0010585968848317864 0.0025217677466571335 0.00039601318712811922 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 9 -9 -3 -11
right_child=1 7 -4 4 6 -7 -8 8 -10 10 -12
leaf_value=0.00011584757193803429 -0.0089766930495089447 -0.0052978540015907304 0.0018535960692221372 0.0076584974679786196 -0.0056555679289456142 -0.0018642674802227736 0.0039436801429770301 -0.011288846226524108 -0.0012387377510136512 -0.0035194974832206839 0.0023964707710000476
leaf_weight=7962.7771518230438 73.231335878372192 114.17417252063751 572.69896626472473 58.776627898216248 64.314440250396729 198.48598837852478 52.898479580879211 64.314440250396729 83.232451319694519 96.811996340751648 218.2840176820755
leaf_count=4142 52 46 191 18 40 94 21 40 32 35 69
internal_value=0 -0.000577545 0.000322584 -0.00163586 0.00167635 -0.00378116 -0.0013234 -0.0021699 -0.00561949 -0.00098422 0.000578813
internal_weight=0 1597.22 1020.41 447.707 175.99 271.717 117.213 576.817 147.547 429.27 315.096
internal_count=4780 638 416 225 79 146 61 222 72 150 104
is_linear=0
shrinkage=0.06


Tree=204
num_leaves=12
num_cat=0
split_feature=130 130 20 68 58 124 73 87 84 11 121
split_gain=0.179527 0.440484 0.341263 0.457179 0.688464 0.767564 0.334024 0.420963 0.234316 0.233887 0.233058
threshold=0.00082683752407319855 0.00055427959887310873 0.0058306583669036635 0.0031340263085439806 0.0011615398107096555 0.0053125319536775359 0.0014427106943912806 0.00038414125447161501 0.00044738779251929378 0.0030382014811038975 0.16240125149488452
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 6 -5 8 7 -2 -6 -3 -1
right_child=2 9 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=4.2669362909894187e-05 0.0063394516684480125 -0.00092490904120643791 -0.0032507912916149803 -0.0034261539397510581 0.0045118838648401894 0.0091007743826005023 -0.0017687964255463601 -0.001969382426999379 -0.00094906296990246832 -0.0047596344298657476 -0.002416019565469951
leaf_weight=8623.2496502399445 50.939096808433533 127.34531438350677 59.719858050346375 43.641247987747192 53.574296236038208 87.758966326713562 170.17461133003235 38.575050711631775 59.924059629440308 104.03692269325256 141.06099379062653
leaf_count=4222 22 79 44 34 19 33 125 25 29 76 72
internal_value=0 -6.51221e-05 0.00103812 0.00154573 0.0034055 0.0048869 -0.000208123 0.00275886 0.00162865 -0.00264913 3.09693e-06
internal_weight=0 8995.69 564.307 504.587 244.899 201.257 259.689 89.5141 113.498 231.382 8764.31
internal_count=4780 4449 331 287 115 81 172 47 48 155 4294
is_linear=0
shrinkage=0.06


Tree=205
num_leaves=12
num_cat=0
split_feature=78 75 117 149 27 66 92 3 32 39 37
split_gain=0.182904 0.639898 0.735847 0.702879 0.607695 0.88385 1.02382 0.669016 0.637918 0.821257 0.81736
threshold=0.0058306583669036635 0.00017767510871635753 0.04673989117145539 0.028020657598972324 0.00090704852482303988 0.00057154725072905432 0.0092791137285530585 0.0010585968848317864 0.00062670491752214741 0.0010918468469753864 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 8 -8 9 10 -3
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00021424373853502003 -0.0052583929525065291 0.0019199750813744577 0.0026449506645731956 0.0047553328617191016 -4.7676977892388107e-05 -0.0059256959936617197 0.0025249036617646416 0.01091702705339281 -0.0012226303454723124 -0.0010955980635271997 0.010118922460660354
leaf_weight=5736.8498817682266 144.70749056339264 96.675861954689026 59.992126822471619 134.91543197631836 2806.5366898775101 47.628080725669861 62.491191864013672 75.531054615974426 211.04938077926636 103.63337481021881 79.989502429962158
leaf_count=2615 90 45 24 47 1661 27 31 26 124 58 32
internal_value=0 0.000321485 -0.00294213 0.000506111 0.000341541 0.00195507 0.00255145 0.00711739 0.00126885 0.0031448 0.00563225
internal_weight=0 3823.15 204.7 3618.45 3483.54 676.998 629.37 138.022 491.348 280.299 176.665
internal_count=4780 2165 114 2051 2004 343 316 57 259 135 77
is_linear=0
shrinkage=0.06


Tree=206
num_leaves=12
num_cat=0
split_feature=83 47 20 140 33 47 92 68 142 135 27
split_gain=0.178806 0.92827 0.632848 0.828186 0.823731 0.788394 0.968478 1.31902 0.991721 1.26344 0.833457
threshold=0.014740333426743748 0.0032328735105693345 0.0019071503775194289 0.01884530205279589 0.0081988852471113222 0.013439828064292671 0.00082683752407319855 0.024810968898236755 0.00899649551138282 0.0018488886416889729 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 10 -5 -10 -8
right_child=1 2 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=0.00022008021483778577 -0.0027144004539529989 -0.0016972556532019948 -0.0012849352292934376 0.0035173980966968807 0.0022981064155028473 0.00016801343478143289 0.0067180398959780204 0.013344914899847347 -0.011329075410931123 0.0024404577762905306 0.0013029124443303026
leaf_weight=5560.2720990180969 503.57117640972137 799.55468833446503 945.47767782211304 101.406578540802 241.99595725536346 816.78558540344238 160.85902309417725 52.358797311782837 52.018461346626282 44.521266222000122 281.17875742912292
leaf_count=3008 314 345 441 31 90 318 47 13 38 17 118
internal_value=0 -0.000305947 4.09558e-05 0.000532433 -0.000768965 0.00143061 0.00292016 0.0043401 -0.000626339 -0.00497897 0.0032735
internal_weight=0 3999.73 3496.16 2550.68 1041.55 1509.13 692.343 494.397 197.946 96.5397 442.038
internal_count=4780 1772 1458 1017 435 582 264 178 86 55 165
is_linear=0
shrinkage=0.06


Tree=207
num_leaves=12
num_cat=0
split_feature=82 127 92 12 36 84 17 44 61 83 81
split_gain=0.17076 0.622935 0.418598 0.542476 0.571689 0.577974 0.376311 0.539616 0.819456 0.509384 0.450481
threshold=0.0087224207818508166 0.024066280573606495 0.037906534969806678 0.0038949446752667431 0.001792412775103003 0.0013986918493174019 0.0018488886416889729 0.0020932231564074759 0.00075379351619631063 0.0054799309000372895 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 8 -2 -9 -8
right_child=1 -3 -4 4 -6 -7 10 9 -10 -11 -12
leaf_value=9.0645288857001981e-05 0.0021892564715439732 0.0051023794053225227 -0.0062734653761506061 0.0086878405149925664 -0.0031493414378689672 0.00095284109093013729 -0.0081612234891824814 -0.0045140955730594108 -0.0078283422907701114 0.00099322370395390743 -0.0017193312216276658
leaf_weight=8476.840479850769 45.736765146255493 62.559259057044983 52.694278001785278 56.817245125770569 56.544976353645325 89.65028190612793 60.395674705505371 71.408087491989136 82.284365892410278 394.341632604599 110.72702205181122
leaf_count=4257 23 26 36 19 39 37 42 43 54 143 61
internal_value=0 -0.000709393 -0.00106563 -0.000782112 0.00197506 0.00395338 -0.0015139 -0.000799457 -0.00424946 0.000148849 -0.00399292
internal_weight=0 1083.16 1020.6 967.906 203.013 146.468 764.894 593.771 128.021 465.75 171.123
internal_count=4780 523 497 461 95 56 366 263 77 186 103
is_linear=0
shrinkage=0.06


Tree=208
num_leaves=12
num_cat=0
split_feature=105 18 99 100 26 87 106 118 20 80 80
split_gain=0.168858 0.663257 0.65433 0.676132 0.599053 1.02572 0.539331 0.46274 0.720057 0.62539 0.458201
threshold=0.00052132029668428015 0.0012357163941487672 0.11759182065725328 0.034632634371519096 0.00055427959887310873 0.00043393640953581786 0.079227816313505187 0.0012745757703669371 0.088838413357734694 0.0084566329605877417 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 -2 -9
right_child=6 -3 -4 -5 5 -7 -8 10 -10 -11 -12
leaf_value=0.00048147952806941024 -0.00036535964685281404 -0.0025471550612733104 0.0077880242777472672 -0.0043133822581711539 0.0088681594039564972 -0.00010357835892524924 0.0034967436946372514 7.8623746764368993e-05 0.0060995004262691986 -0.0022553283498642348 0.0024739987521599279
leaf_weight=2190.9208450317383 3147.3185920715332 250.90799760818481 45.872899532318115 98.567177534103394 85.259901285171509 99.311061382293701 142.07714641094208 2327.4991146326065 56.141428470611572 788.12901711463928 327.99488711357117
leaf_count=954 1641 150 13 49 26 42 45 1260 21 422 157
internal_value=0 0.000394716 0.000687636 0.000555984 0.000758031 0.00404079 -0.000161094 -0.000239278 -0.000647601 -0.000743853 0.00037449
internal_weight=0 2770.84 2519.93 2474.06 2375.49 184.571 6789.16 6647.08 3991.59 3935.45 2655.49
internal_count=4780 1234 1084 1071 1022 68 3546 3501 2084 2063 1417
is_linear=0
shrinkage=0.06


Tree=209
num_leaves=12
num_cat=0
split_feature=125 142 35 21 58 148 59 101 19 109 96
split_gain=0.170634 0.599144 0.457995 0.215822 0.539535 0.490697 0.454643 0.357779 0.290786 0.412545 0.331914
threshold=0.086341444402933135 0.0062037324532866487 0.0048403022810816774 0.015675474889576439 0.011519505176693203 0.017188700847327713 0.00064626874518580746 0.0022272822679951791 0.0013986918493174019 0.013032016810029747 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 -6 8 9 -5 -10
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 -12
leaf_value=-0.00011896962566047271 -0.0052728181798134379 0.0059063904918840119 0.0020672692290453218 0.0036578125265979457 -1.974102392494222e-05 0.0016403555317897577 -0.0073521184812118017 -0.0015402510666941305 0.0010556714157373998 -0.0023522402636285225 0.0059775938076810477
leaf_weight=8663.3562594652176 50.127145767211914 76.746553540229797 78.569801926612854 93.097432374954224 56.209495663642883 102.082395195961 66.409957408905029 78.774003505706787 74.315555691719055 73.639739036560059 146.67172861099243
leaf_count=4468 34 32 41 22 16 29 29 26 20 22 41
internal_value=0 0.00171049 -0.000791677 -3.75655e-05 0.000982736 -0.00143262 -0.00399091 0.00214616 0.00289513 0.00100346 0.00432241
internal_weight=0 205.444 128.697 9354.56 691.2 224.702 122.619 466.498 387.724 166.737 220.987
internal_count=4780 107 75 4673 205 74 45 131 105 44 61
is_linear=0
shrinkage=0.06


Tree=210
num_leaves=12
num_cat=0
split_feature=23 46 37 23 77 110 58 82 148 148 85
split_gain=0.170352 0.541331 0.46 0.519393 0.639899 0.444216 0.582844 0.854937 0.920801 0.674247 0.625736
threshold=0.0019672545604407792 0.096724390983581557 0.0037758676335215573 0.00093549740267917525 0.004017772153019906 0.00899649551138282 0.029773407615721229 0.001792412775103003 0.032603342086076743 0.017188700847327713 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 7 9 -9 10 -7
right_child=5 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-9.4381938510876032e-05 6.029238302251257e-05 0.0070842052639408532 -0.0022369717158909948 0.0084910189645439633 -0.00086800209288490483 0.0016935769636463635 0.0038398591384032114 -0.0051466207651435338 0.0035424412794617765 -0.00534274373860182 -0.0055399792263138743
leaf_weight=928.77675247192383 7494.2900848388672 45.736765146255493 43.641247987747192 79.989502429962158 39.18280017375946 363.05957543849945 72.356172919273376 317.99377167224884 50.939096808433533 75.190718650817871 48.843579649925232
leaf_count=572 3633 23 34 32 28 154 21 177 22 51 33
internal_value=0 0.000689253 0.00042131 0.00336309 0.00541386 -9.3071e-05 -0.00133108 -0.00176816 -0.00394691 -0.00011794 0.00083582
internal_weight=0 1137.33 1091.59 162.814 119.172 8422.67 928.383 856.027 368.933 487.094 411.903
internal_count=4780 689 666 94 60 4091 458 437 199 238 187
is_linear=0
shrinkage=0.06


Tree=211
num_leaves=12
num_cat=0
split_feature=21 68 135 136 39 105 101 106 95 82 52
split_gain=0.177991 0.43709 0.271243 0.386456 0.296249 0.265194 0.245026 0.629765 0.770033 0.697634 0.561809
threshold=0.015675474889576439 0.033603202551603324 0.0023699469165876512 0.00038414125447161501 0.00052132029668428015 0.00042089859198313212 0.0014881226234138014 0.013439828064292671 0.00039601318712811922 0.001792412775103003 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 -1 -8 -9 -10 -11
right_child=1 5 3 -5 -6 -7 7 8 9 10 -12
leaf_value=-0.00033884074834347961 0.00066092288930630631 0.00043162820612351602 -0.0020175553293443377 0.0028533253772784731 0.0053644856199276036 -0.0036274263223911129 0.00066035312349464065 -0.0068462473930245129 0.0019164220262659554 -0.0056223392977258835 -0.00049289283913409856
leaf_weight=5173.0435347557068 76.206871271133423 153.83344304561615 106.47277581691742 130.52505135536194 131.20086801052094 92.961297988891602 3052.6021128892899 81.744683623313904 230.9835444688797 121.67136764526367 208.75451731681824
leaf_count=2676 24 39 40 36 34 32 1595 46 89 67 102
internal_value=0 0.000927367 0.00205175 0.000665051 0.00363628 -0.00109731 -7.22754e-05 0.000300843 -0.0014055 -0.000613295 -0.00238169
internal_weight=0 691.2 444.406 236.998 207.408 246.795 8868.8 3695.76 643.154 561.409 330.426
internal_count=4780 205 134 76 58 71 4575 1899 304 258 169
is_linear=0
shrinkage=0.06


Tree=212
num_leaves=12
num_cat=0
split_feature=133 82 99 102 127 11 120 43 15 85 105
split_gain=0.164882 0.439922 0.560429 0.537967 0.63118 0.564095 0.519682 0.525763 0.651547 1.23674 0.972191
threshold=0.002945306478068233 0.0070226341485977182 0.11759182065725328 0.00082683752407319855 0.0005893622583243997 0.0014427106943912806 0.0010263677686452868 0.0017376682371832433 0.0037758676335215573 0.00068727668258361529 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 7 -1 9 -9 -10
right_child=-2 3 -4 5 -6 -7 -8 8 10 -11 -12
leaf_value=3.8073320993088127e-05 -0.00021558214492208106 -0.0088750840498439156 0.0047341869163222096 0.0023965480446756305 -0.00048883067734807703 -0.0022023654364686993 -0.003091821499310767 0.00031874298816279709 0.0020145170769950344 0.009838488369735875 -0.0029527568043924012
leaf_weight=2280.5565611124039 5467.4517906904221 64.854122519493103 110.39154136180878 167.88460314273834 64.38250744342804 224.29344511032104 147.61495876312256 105.05307531356812 654.10816919803619 92.285481333732605 181.12381219863892
leaf_count=1135 2918 48 38 55 35 104 67 49 214 34 83
internal_value=0 0.000288008 0.000525709 -0.00133999 -0.00469726 -0.000233651 0.000391466 0.000546662 0.00166994 0.00477066 0.000937341
internal_weight=0 4092.55 3571.13 521.415 129.237 392.178 3460.74 3313.13 1032.57 197.339 835.232
internal_count=4780 1862 1620 242 83 159 1582 1515 380 83 297
is_linear=0
shrinkage=0.06


Tree=213
num_leaves=12
num_cat=0
split_feature=123 119 89 146 59 77 30 116 110 35 138
split_gain=0.161956 0.409134 0.370141 0.581595 0.618051 0.564664 1.24839 0.764675 0.895083 0.594389 0.506172
threshold=0.00066645268816500913 0.0049928687512874612 0.0026833302108570938 0.0051502294372767219 0.01884530205279589 0.0035485138650983576 0.00044738779251929378 0.0019672545604407792 0.0021592099219560628 0.0026833302108570938 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -8 9 -9 -5
right_child=2 -3 -4 10 -6 6 7 8 -10 -11 -12
leaf_value=-0.0001077293687571689 0.00094035500125518598 -0.0049845619826379261 -0.00069929247726040298 -0.0037464211767264388 -0.0034657859950078867 0.013377284028830939 -0.00024462220099532748 0.0087520530727649998 0.011993306731373957 0.00055727560568821636 0.00030718601347159427
leaf_weight=6880.3225117921829 600.52901768684387 62.491191864013672 773.5965313911438 135.79059493541718 76.474284768104553 43.913516759872437 173.68982899188995 44.521266222000122 51.68298065662384 112.07865536212921 604.90968775749207
leaf_count=3329 243 31 489 78 52 14 105 17 15 57 350
internal_value=0 -0.000151625 0.000402227 0.000864441 0.00173778 0.00212548 0.00379659 0.00269515 0.00514666 0.00288705 -0.000435951
internal_weight=0 6942.81 2617.19 1843.59 1102.89 1026.42 425.886 381.973 208.283 156.6 740.7
internal_count=4780 3360 1420 931 503 451 208 194 89 74 428
is_linear=0
shrinkage=0.06


Tree=214
num_leaves=12
num_cat=0
split_feature=147 35 71 95 150 45 98 71 114 69 143
split_gain=0.174809 0.855278 0.85632 0.712637 0.816177 1.09488 1.04335 1.51659 0.704749 0.726803 0.585249
threshold=0.00068727668258361529 0.00017767510871635753 0.0033348383149132137 0.0014881226234138014 0.00017767510871635753 0.0022975050378590827 0.00066645268816500913 0.0092791137285530585 0.0014881226234138014 0.00039601318712811922 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -8 -5 -10 -4
right_child=1 -3 10 8 5 -7 7 -9 9 -11 -12
leaf_value=0.0004427020655689627 0.00031398922520077803 -2.2368930705696813e-05 -0.0030925849947615498 -0.0011039995582487227 -0.0017556999212305852 0.0016542353862889578 0.014799907273302331 0.00095190436390500883 0.0091320802901080668 -0.0014919519016560235 -0.010097869759658564
leaf_weight=115.92935371398926 138.0222464799881 6090.6036728620529 103.76950919628143 1202.944495677948 481.41507172584534 1145.7334132194519 62.695393443107605 52.154595732688904 51.007164001464844 42.493816256523132 73.231335878372192
leaf_count=60 57 3262 48 538 274 405 16 28 17 23 52
internal_value=0 -0.000180045 -0.00322852 0.000365619 0.00111896 0.000645357 0.00445817 0.00851138 -0.000713989 0.00430373 -0.00599091
internal_weight=0 6405.63 315.023 3154.37 1857.93 1627.15 230.779 114.85 1296.45 93.501 177.001
internal_count=4780 3419 157 1361 783 679 104 44 578 40 100
is_linear=0
shrinkage=0.06


Tree=215
num_leaves=12
num_cat=0
split_feature=136 22 106 23 68 105 21 106 14 79 143
split_gain=0.16283 0.490274 0.45153 0.701625 0.566446 0.459628 0.42828 0.4235 0.448717 0.460682 0.656324
threshold=0.00040826165059115743 0.00040826165059115743 0.044033329933881767 0.013860232196748258 0.024810968898236755 0.00073092587990686308 0.0037758676335215573 0.079227816313505187 0.0022272822679951791 0.00068727668258361529 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 6 -5 8 9 10 -2
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.1647005012964161e-05 0.0027508643497933835 -0.00061806278288903383 -0.0083087973213260037 -0.0062556878748863216 -0.0013581922347907307 0.0038726630355694468 0.00047978412744390263 0.0044581735900177007 0.0022091064172965989 -0.00073752131026885411 -0.00352345277038157
leaf_weight=6157.4268887042999 356.91401362419128 1135.6496647596359 90.053829789161682 52.154595732688904 79.449820160865784 75.599121809005737 97.555880188941956 116.94550633430481 519.31916105747223 806.77961468696594 72.151971340179443
leaf_count=3213 129 574 55 28 24 21 28 33 253 386 36
internal_value=0 0.000365479 -0.000167771 -0.00213477 -0.00505091 5.90868e-05 -0.00186665 0.00096211 0.000729169 0.000107279 0.00169577
internal_weight=0 3007.76 6552.24 394.813 169.504 225.31 149.71 1872.11 1755.16 1235.85 429.066
internal_count=4780 1411 3369 156 79 77 56 837 804 551 165
is_linear=0
shrinkage=0.06


Tree=216
num_leaves=12
num_cat=0
split_feature=43 103 109 85 101 26 140 5 148 36 78
split_gain=0.169933 0.475235 0.5121 0.478351 0.637152 0.517566 0.563105 0.457375 0.449399 0.716225 0.638119
threshold=0.0081988852471113222 0.00066645268816500913 0.00747153488919139 0.0016331639490090313 0.0087224207818508166 0.00073092587990686308 0.016164712607860569 0.00085274505545385193 0.017188700847327713 0.001792412775103003 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 9 10 -2
right_child=8 2 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=5.5772356327523979e-05 -0.00017542027784497112 -0.002821131509412541 -0.006286363719911381 -0.0031882481784312683 0.005577068924115503 0.0046074590720120148 -0.0034315067450257156 0.00054720825516408364 0.0023737836357044678 -0.0052409830618343417 0.0035566610999764776
leaf_weight=6847.1297179460526 1093.3016934394836 457.83441126346588 71.408087491989136 129.91244661808014 85.799583554267883 103.22982692718506 45.060948491096497 69.65290629863739 375.55975592136383 86.878948092460632 194.23174214363098
leaf_count=3528 445 291 43 81 34 40 25 29 141 50 73
internal_value=0 -0.000119743 -0.00136783 -5.04199e-05 0.00103619 -0.000310288 0.00216467 -0.00291209 0.000534406 3.1794e-05 0.000387585
internal_weight=0 7810.03 962.898 505.064 375.151 289.352 148.291 141.061 1749.97 1374.41 1287.53
internal_count=4780 4071 543 252 171 137 65 72 709 568 518
is_linear=0
shrinkage=0.06


Tree=217
num_leaves=12
num_cat=0
split_feature=94 26 144 138 4 53 117 91 116 28 133
split_gain=0.163959 0.390879 0.359329 0.357063 0.440661 0.407952 0.796503 0.528422 0.785199 0.398416 0.280135
threshold=0.015200819820165636 0.00050559637020342063 0.066585760563611998 0.0017376682371832433 0.0023699469165876512 0.015675474889576439 0.00062670491752214741 0.00075379351619631063 0.00070876078098081063 0.0026012937305495147 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 -2 -8 -9 -6 -10
right_child=1 -3 -4 4 9 -7 7 8 10 -11 -12
leaf_value=0.00011896104301377767 0.0040524210610423392 -0.0043727041964243332 -0.0033641900675665539 -0.0010022412737112224 0.0080934785612138665 0.0022217421414824452 -0.006685065423111044 0.0045023822853940106 -0.0073833875492564744 0.00038485864095825584 -0.0021162943075082904
leaf_weight=8635.137225985527 66.409957408905029 97.755226492881775 107.95568823814392 97.079409837722778 54.85786235332489 103.90564358234406 104.71273934841156 58.100811243057251 48.843579649925232 43.101565718650818 142.14035832881927
leaf_count=4254 29 61 74 63 20 38 74 20 33 26 88
internal_value=0 -0.000812897 7.59527e-05 -0.000329008 0.00186261 -0.00114458 -0.00197698 -0.00310873 -0.00160528 0.00470173 -0.00346334
internal_weight=0 816.907 8743.09 719.152 195.039 524.113 420.207 353.797 249.085 97.9594 190.984
internal_count=4780 452 4328 391 109 282 244 215 141 46 121
is_linear=0
shrinkage=0.06


Tree=218
num_leaves=12
num_cat=0
split_feature=8 114 98 32 19 105 19 59 96 128 78
split_gain=0.167372 0.518477 0.852653 0.93764 0.645967 0.796733 0.578732 0.52174 0.586981 0.487145 1.02379
threshold=0.0044099434744566688 0.00017767510871635753 0.012636432424187662 0.0049928687512874612 0.004017772153019906 0.0092791137285530585 0.0022272822679951791 0.0084566329605877417 0.0037758676335215573 0.0005375427135732026 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 9 -4 5 6 7 8 -2 10 -3
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00020093174123417027 -0.0012214634183818551 0.0049056850544302701 -0.0033835785345979574 0.0041436484793094521 0.00013319468070109805 -0.0025470953230196567 0.0076170932236646997 0.0077850334712358509 0.0049874090059502515 0.00081338085678278615 -0.0030083873900521598
leaf_weight=5827.2246264219284 132.21216535568237 72.288105726242065 437.09800708293915 68.977089643478394 624.44030356407166 76.610419154167175 120.12038803100586 56.817245125770569 93.637114644050598 1734.1366666555405 316.43793678283691
leaf_count=2837 55 26 242 31 297 42 38 19 30 967 196
internal_value=0 0.000313674 -0.000144534 -0.00235763 0.00140496 0.0030615 0.00412825 0.00264566 0.00135274 0.000383053 -0.00153667
internal_weight=0 3732.78 2628.94 506.075 1103.84 479.397 402.787 282.667 225.849 2122.86 388.726
internal_count=4780 1943 1462 273 481 184 142 104 85 1189 222
is_linear=0
shrinkage=0.06


Tree=219
num_leaves=12
num_cat=0
split_feature=25 147 60 14 83 54 4 103 96 148 14
split_gain=0.163458 0.76981 0.681088 1.14707 0.772573 0.661613 0.700616 0.646103 0.598393 0.616875 0.586148
threshold=0.0012745757703669371 0.00017767510871635753 0.0019672545604407792 0.00040826165059115743 0.036783467978239066 0.014293605927377941 0.0021592099219560628 0.004017772153019906 0.00093549740267917525 0.00244467705488205 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 -7 -2 -3 -10 -11
right_child=7 5 3 -5 -6 6 -8 -9 9 10 -12
leaf_value=0.0011524119524773473 0.0003560492858304904 -0.0032693451566936775 -0.0027003868766335747 -0.010376253483930436 0.0050905689257997903 -0.0002446661142383468 0.0042806768716934993 -0.0043523001587222488 -0.0040886504005692749 -0.00064946149441712762 0.0064044573775919314
leaf_weight=1629.5162708759308 4642.9015966653824 496.14204847812653 144.23587548732758 49.451329112052917 67.153841257095337 750.38048326969147 147.34754526615143 107.34793877601624 188.01325786113739 1293.6644315719604 43.845449566841125
leaf_count=648 2551 288 77 36 22 241 39 71 101 687 19
internal_value=0 -0.00024656 0.000696754 -0.00214982 -0.000225372 -0.000857371 0.000498096 0.000249648 -0.00145927 -0.000870586 -0.000418224
internal_weight=0 4809.75 1890.36 260.841 211.39 2919.39 897.728 4750.25 2021.67 1525.52 1337.51
internal_count=4780 2158 783 135 99 1375 280 2622 1095 807 706
is_linear=0
shrinkage=0.06


Tree=220
num_leaves=12
num_cat=0
split_feature=38 2 100 14 38 117 104 99 122 132 109
split_gain=0.15961 0.404612 0.453774 0.314807 0.231731 0.993193 0.448437 0.568412 0.426193 0.497548 0.328207
threshold=0.0084566329605877417 0.0012745757703669371 0.0028552538715302949 0.0013560238294303419 0.0026012937305495147 0.0095705352723598498 0.0063990866765379914 0.010500331409275534 0.00066645268816500913 0.0026012937305495147 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 7 10 -6 -10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-3.9120975771382868e-05 -0.0051178437696065265 0.0028617174304951501 -0.0091178865928938091 0.00032158303549985264 -0.0024411394549260891 0.0044850761406811154 -0.0011106537773147797 0.0011735848977838922 -0.0016538803089732337 0.007752875052851319 0.010137078603365468
leaf_weight=8664.518257021904 57.220793008804321 60.667943477630615 33.372719049453735 115.86128652095795 240.63946866989136 81.341135740280151 58.708560705184937 98.027495265007019 45.060948491096497 36.751802325248718 67.829657912254333
leaf_count=4335 37 22 26 65 142 28 23 41 25 16 20
internal_value=0 -0.00144601 -0.00271186 -0.00147669 4.15654e-05 0.00115416 0.00360324 0.00472276 -0.00116925 0.00257181 0.00705511
internal_weight=0 267.123 206.455 173.082 9292.88 628.359 305.907 247.198 322.452 81.8128 149.171
internal_count=4780 150 128 102 4630 295 112 89 183 41 48
is_linear=0
shrinkage=0.06


Tree=221
num_leaves=12
num_cat=0
split_feature=53 13 135 11 35 107 75 62 29 87 129
split_gain=0.159474 0.849124 0.74765 0.787687 0.748901 0.585028 0.546878 0.518926 0.507607 0.489249 0.765999
threshold=0.023343417793512348 0.00017767510871635753 0.0018488886416889729 0.00057154725072905432 0.00057154725072905432 0.0031340263085439806 0.0036604277556762104 0.00064626874518580746 0.0013986918493174019 0.00038414125447161501 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 -5 -3 -6 -2 -7 -11
right_child=1 6 4 5 7 9 -8 -9 -10 10 -12
leaf_value=0.0001097533346490899 0.0061960439523204413 0.0054132055324610968 0.0044539102487476893 -0.0094007098447593911 0.0016898422269811036 -0.0048783596514375711 -0.00084987309264282572 -0.0038924727408374427 -0.00045806895606535948 -0.00021085965369115086 -0.0065011849035754091
leaf_weight=7962.7771518230438 50.399414539337158 129.84923470020294 150.52242696285248 48.167762994766235 127.14596807956696 219.09111344814301 81.812750816345215 113.4302886724472 227.87672996520996 362.6560275554657 86.271198630332947
leaf_count=4142 14 38 44 35 46 105 41 53 79 136 47
internal_value=0 -0.000547163 -0.00108787 -0.00196192 0.00113461 -0.00301451 0.00299237 -0.000942186 0.000747077 -0.00255403 -0.00141968
internal_weight=0 1597.22 1385.56 994.462 391.099 716.186 211.662 240.576 278.276 668.018 448.927
internal_count=4780 638 559 416 143 323 79 99 93 288 183
is_linear=0
shrinkage=0.06


Tree=222
num_leaves=12
num_cat=0
split_feature=83 124 73 45 3 18 129 146 114 117 81
split_gain=0.161198 0.664644 1.03449 0.854025 0.749661 0.621767 0.687553 0.559519 0.534762 0.713659 0.660536
threshold=0.014740333426743748 0.00087947337306104611 0.0044099434744566688 0.00064626874518580746 0.0011980500421486797 0.0005893622583243997 0.00093549740267917525 0.044033329933881767 0.02129978779703379 0.0012357163941487672 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 -5 9 -6 -11
right_child=1 4 -4 7 8 -7 -8 -9 -10 10 -12
leaf_value=0.00020896318929701784 -0.0061477868674203982 -4.173864646102814e-05 0.0043719663232727243 4.1598684865518731e-05 0.0055190383499100007 -0.0047967301620128119 -0.0039245218169830821 0.0061492478273018642 -0.0054859762222089978 0.0017522647554892605 -0.002385342008182112
leaf_weight=5560.2720990180969 79.041417002677917 481.15251350402832 211.66198551654816 1951.3655961751938 96.743929147720337 257.25776100158691 249.22088360786438 55.533679008483887 53.370094656944275 317.39087748527527 246.98923206329346
leaf_count=3008 54 198 79 780 40 160 131 18 34 126 152
internal_value=0 -0.000290493 0.000375223 -3.03293e-05 -0.00118911 -0.00226011 -0.00136664 0.000210606 0.000291319 0.000757698 -5.84729e-05
internal_weight=0 3999.73 2297.6 2085.94 1702.13 987.631 730.373 2006.9 714.494 661.124 564.38
internal_count=4780 1772 931 852 841 489 329 798 352 318 278
is_linear=0
shrinkage=0.06


Tree=223
num_leaves=12
num_cat=0
split_feature=119 118 38 73 139 24 37 10 143 65 31
split_gain=0.166688 0.447598 0.767667 0.658429 0.481178 0.46468 0.39916 0.603095 0.394803 0.387544 0.448655
threshold=0.00087947337306104611 0.00017767510871635753 0.00085274505545385193 0.00050559637020342063 0.00057154725072905432 0.004017772153019906 0.0014427106943912806 0.00899649551138282 0.00017767510871635753 0.00068727668258361529 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -5 -4 7 -7 -2 10 -10
right_child=1 2 5 4 -6 6 -8 -9 9 -11 -12
leaf_value=8.6009852392013048e-05 0.0050270015166165262 -0.012708063847686623 -0.0026527870139208213 -0.0062265225466665193 0.0018462336329189122 -0.00076081924216223073 -0.0019722588629341497 0.0075758091736619886 0.0001415552473922932 0.0028898284102910612 -0.0052574928338408608
leaf_weight=8552.0944104194641 63.303142905235291 35.332101821899414 185.58226001262665 74.651036381721497 41.278317332267761 59.924059629440308 74.043286919593811 65.262525677680969 219.56758379936218 114.84998917579651 74.111354112625122
leaf_count=4351 19 25 89 43 17 29 40 18 70 44 35
internal_value=0 -0.000729795 -0.00191602 -0.00553749 -0.0033521 -0.000492494 0.00151981 0.00358525 0.000617938 -6.52639e-05 -0.00122092
internal_weight=0 1007.91 536.074 151.261 115.929 384.812 199.23 125.187 471.832 408.529 293.679
internal_count=4780 429 261 85 60 176 87 47 168 149 105
is_linear=0
shrinkage=0.06


Tree=224
num_leaves=12
num_cat=0
split_feature=70 33 43 105 142 115 27 12 52 94 60
split_gain=0.159727 0.445273 0.604079 0.533402 0.560048 0.582369 0.563664 0.709135 0.649758 0.807355 0.759066
threshold=0.00039601318712811922 0.022641776129603389 0.11438806727528573 0.00042089859198313212 0.0033348383149132137 0.0028552538715302949 0.00090704852482303988 0.0013986918493174019 0.010500331409275534 0.00093549740267917525 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 9 10 -9
right_child=-2 -3 -4 4 6 -7 7 8 -10 -11 -12
leaf_value=0.00077839297088805022 0.00017416835756447026 -0.0062721765966485482 -0.0058995945821591579 -0.0046707042543803028 -0.0019930874700011176 -0.00077943555065558871 0.0025694752295248586 0.00058442751711804553 -0.0050021311751384133 -0.001776337398459806 0.010956394602460765
leaf_weight=1313.1999026536942 6354.9842127561569 44.992881298065186 66.949639678001404 232.93807196617126 380.08141565322876 341.36537528038025 410.01183950901031 64.38250744342804 105.99630546569824 203.14378249645233 41.954133987426758
leaf_count=586 3137 30 37 136 190 223 183 35 75 133 15
internal_value=0 -0.000345345 -0.000260958 -0.00013891 -0.000815701 -0.00235774 -8.11123e-05 0.000799222 -0.000947746 0.000440871 0.00467659
internal_weight=0 3205.02 3160.02 3093.07 1779.87 574.303 1205.57 825.489 415.477 309.48 106.337
internal_count=4780 1643 1613 1576 990 359 631 441 258 183 50
is_linear=0
shrinkage=0.06


Tree=225
num_leaves=12
num_cat=0
split_feature=143 53 95 8 104 102 146 70 105 29 117
split_gain=0.158299 0.344338 0.498313 0.372263 0.493077 0.656817 0.412553 0.410936 0.555726 0.36161 0.348768
threshold=0.00085274505545385193 0.0081988852471113222 0.00244467705488205 0.00244467705488205 0.00017767510871635753 0.0016846025246195497 0.00017767510871635753 0.0068083447404205808 0.0011261500185355546 0.0013986918493174019 0.019431582652032379
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -5 -9 -3 -11
right_child=-2 9 -4 7 5 -7 -8 8 -10 10 -12
leaf_value=0.0046067874850387923 9.4790840234089112e-05 0.0042998386631199204 -0.0040704801786825293 -0.00052329270688538244 -0.0056721876142006378 -4.5505239321299207e-05 -0.0012923216840110331 0.0078400479177443434 -0.0013960874956667388 -0.0017262156979966333 0.0033897312648651242
leaf_weight=68.301272988319397 8307.7452330589294 89.854483485221863 177.54052734375 174.97339510917664 159.50253450870514 140.45324432849884 113.76576936244965 61.343760132789612 37.967301249504089 160.04707205295563 68.50547456741333
leaf_count=33 4148 22 108 106 99 69 76 20 22 59 18
internal_value=0 -0.000628864 -0.00120983 -0.000538303 -0.00154244 -0.00303751 0.000920691 0.00122635 0.00430901 0.00107504 -0.000192781
internal_weight=0 1252.25 933.848 756.307 482.023 299.956 182.067 274.284 99.3111 318.407 228.553
internal_count=4780 632 533 425 277 168 109 148 42 99 77
is_linear=0
shrinkage=0.06


Tree=226
num_leaves=12
num_cat=0
split_feature=78 50 81 33 35 106 102 94 132 54 20
split_gain=0.158431 0.540901 0.680656 0.887918 0.692111 0.76276 0.643629 1.16316 0.938938 0.768019 0.550766
threshold=0.0058306583669036635 0.12767273932695392 0.0021592099219560628 0.0027679565828293566 0.00073092587990686308 0.0098710241727530974 0.0022272822679951791 0.00093549740267917525 0.0098710241727530974 0.0062037324532866487 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 9 8 10 -4 -8
right_child=1 -3 6 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00019939590214041724 -0.0040522048711390986 -0.0045495355656710416 -0.00040143750858195491 0.0061913231605641873 0.00062346865020106873 0.0065997979821729126 0.00357668138802985 -3.3052256385384963e-05 0.011848118600699887 -0.0045548061002829371 -0.0037101373622230767
leaf_weight=5736.8498817682266 83.499864816665649 81.068866968154907 1051.7997534275055 149.71047592163086 364.67376697063446 97.419745802879333 282.32618916034698 1435.3963867425919 45.129015684127808 189.09262239933014 43.033498525619507
leaf_count=2615 60 48 635 56 226 38 129 805 20 117 31
internal_value=0 0.000299205 0.000404248 0.00209816 0.000975002 0.00188341 1.76808e-05 0.000740568 0.00373783 -0.00103435 0.00261289
internal_weight=0 3823.15 3742.08 695.304 545.593 462.094 3046.78 1805.89 370.489 1240.89 325.36
internal_count=4780 2165 2117 380 324 264 1737 985 180 752 160
is_linear=0
shrinkage=0.06


Tree=227
num_leaves=12
num_cat=0
split_feature=8 37 93 141 78 25 46 93 132 99 132
split_gain=0.15873 0.820322 0.84928 0.835131 0.407734 0.378203 0.570636 0.565538 0.55347 0.455201 0.56862
threshold=0.000490355829242617 0.00050559637020342063 0.0014881226234138014 0.0044099434744566688 0.0092791137285530585 0.00062670491752214741 0.023343417793512348 0.00017767510871635753 0.0010263677686452868 0.00073092587990686308 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 -1 9 -9 10 -7
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.00091506126344474746 9.6832158357235809e-05 -0.0037880089928012152 -0.010462960835710813 -0.0047331502763897507 0.0025145750492478547 0.0060509667239330373 0.0072665715071914177 -0.0086683780184605048 0.00062096272710192985 -0.0051992133819844782 -0.0013124791219391737
leaf_weight=613.23339974880219 8263.6907266378403 119.7800520658493 53.97784411907196 115.79321932792664 53.438161849975586 72.220038533210754 55.533679008483887 57.220793008804321 38.711185097694397 37.291484594345093 79.109484195709229
leaf_count=215 4192 63 37 70 29 31 18 37 15 24 49
internal_value=0 -0.000617284 -0.00389145 7.8505e-05 -0.00184365 0.000662944 0.00144248 -0.00116916 -0.00491987 0.000738439 0.00220163
internal_weight=0 1296.31 227.196 1069.11 173.218 953.32 668.767 284.553 95.932 188.621 151.33
internal_count=4780 588 129 459 92 389 233 156 52 104 80
is_linear=0
shrinkage=0.06


Tree=228
num_leaves=12
num_cat=0
split_feature=33 81 9 30 47 107 138 147 71 121 68
split_gain=0.153125 0.672708 0.347122 0.382075 0.313079 0.207313 0.193528 0.541763 0.734596 0.354984 0.830543
threshold=0.031632266007363803 0.00899649551138282 0.0026012937305495147 0.00017767510871635753 0.0056525857653468856 0.0027679565828293566 0.0022975050378590827 0.00085274505545385193 0.072653736919164671 0.0063990866765379914 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 -1 -8 9 10 -9
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=0.00018955186540704717 -0.0044467280577799705 0.0046274259426480188 -0.0034483360911995264 -0.0018313986319010171 -0.0084867457881914552 -8.7984494305607856e-05 -0.0061138159842225818 0.00061989236775580978 -0.0072894430541694108 0.0020318562212831614 -0.0022983825115353439
leaf_weight=7292.5708581209183 86.135064244270325 107.14859247207642 43.101565718650818 47.628080725669861 38.575050711631775 72.220038533210754 59.787925243377686 966.19951617717743 52.694278001785278 242.46757233142853 551.47152590751648
leaf_count=3443 57 38 26 27 25 31 39 634 36 103 321
internal_value=0 -0.00115697 0.00131378 0.00263991 -0.00363962 -0.00245886 4.98388e-05 -0.000494247 -0.000308912 -9.99317e-05 -0.000440512
internal_weight=0 394.808 197.878 154.777 196.93 158.355 9165.19 1872.62 1812.83 1760.14 1517.67
internal_count=4780 204 91 65 113 88 4576 1133 1094 1058 955
is_linear=0
shrinkage=0.06


Tree=229
num_leaves=12
num_cat=0
split_feature=52 83 147 142 39 78 32 105 44 87 5
split_gain=0.153124 0.514374 0.53312 0.415789 0.355379 0.546811 0.633757 0.460675 0.565856 0.358135 0.436843
threshold=0.00047558375808876013 0.014740333426743748 0.00043393640953581786 0.0011980500421486797 0.00040826165059115743 0.0058306583669036635 0.00017767510871635753 0.0032328735105693345 0.011519505176693203 0.00080172589514404546 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 9 -7 -6 -9 10 -1
right_child=-2 2 3 -5 7 6 -8 8 -10 -11 -12
leaf_value=0.00067576827042440735 8.7980579523209567e-05 3.3671421851478612e-05 -0.0036166341014315902 -0.011366644522136799 -0.0023869427120144409 0.0086473403872742924 -0.00099512272910834637 -0.00166000465623604 0.0069514602916392393 0.0037110642533534095 -0.0042177539695183643
leaf_weight=202.40475392341614 8428.5414377450943 92.353548526763916 78.030119657516479 36.615667939186096 333.66397857666016 63.842825174331665 39.858616828918457 63.570556402206421 48.371964573860168 75.531054615974426 97.2155442237854
leaf_count=92 4184 29 33 26 217 27 26 47 20 26 53
internal_value=0 -0.000655391 -0.00335892 -0.00609184 -5.00335e-05 0.00108479 0.00494117 -0.00126952 0.00206113 1.87872e-05 -0.000911996
internal_weight=0 1131.46 206.999 114.646 924.459 478.853 103.701 445.606 111.943 375.151 299.62
internal_count=4780 596 88 59 508 224 53 284 67 171 145
is_linear=0
shrinkage=0.06


Tree=230
num_leaves=12
num_cat=0
split_feature=61 8 108 133 140 29 38 38 68 25 73
split_gain=0.155543 0.347419 0.317356 0.416003 0.421632 0.366387 0.617845 0.692507 0.470181 0.426492 0.410884
threshold=0.0084566329605877417 0.012252715881913902 0.021960759535431865 0.0010263677686452868 0.02636832278221846 0.007706565549597145 0.0017376682371832433 0.00040826165059115743 0.004017772153019906 0.0045489775948226461 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 8 7 10 -2 -9 -7
right_child=1 -3 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=9.2827202545753428e-05 -0.0027058577379085978 -0.005621868799496753 -0.0029842645558251731 0.00084685541622091774 0.0067518664000921257 1.1898469462894183e-06 0.0022077515030947195 -0.011228257521535934 0.0011581452888110931 -0.0022224084161118832 -0.0058522722803248288
leaf_weight=8333.9513823986053 159.9741495847702 48.235830187797546 59.384377360343933 136.19899809360504 63.978959560394287 139.98162925243378 81.27306854724884 57.15272581577301 389.13930094242096 28.306521773338318 62.423124670982361
leaf_count=4224 112 30 21 48 17 56 33 42 144 17 36
internal_value=0 -0.000630984 -0.000426589 0.00142586 0.00273416 -0.000950222 -0.00241199 -0.00371629 3.24388e-05 -0.00824527 -0.00180406
internal_weight=0 1226.05 1177.81 259.562 200.178 918.251 369.137 287.864 549.113 85.4592 202.405
internal_count=4780 556 526 86 65 440 184 151 256 59 92
is_linear=0
shrinkage=0.06


Tree=231
num_leaves=12
num_cat=0
split_feature=1 53 60 101 34 68 126 72 108 2 104
split_gain=0.151573 0.498364 0.851446 0.723328 0.883654 0.696571 0.66982 0.626955 0.547234 0.568017 0.542214
threshold=0.0037758676335215573 0.023343417793512348 0.0014881226234138014 0.028020657598972324 0.0046923852059990176 0.011169348377734424 0.00090704852482303988 0.013032016810029747 0.0019672545604407792 0.00047558375808876013 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 5 -5 6 -2 -8 -7 -10 -3
right_child=1 2 -4 4 -6 8 7 -9 9 -11 -12
leaf_value=-0.00013683751663782237 -0.0007578080576869184 0.0032326870347911167 -0.0075138774459458163 0.0077939145745952107 -0.00048241449321084377 -0.0023337758460481315 0.00051338913539386599 0.0072096802589479755 0.005921778923171043 0.00091961947421410439 -0.0023816264326509385
leaf_weight=7198.5107744932175 1222.450835108757 103.22982692718506 72.015836954116821 109.71572470664978 80.529184699058533 66.409957408905029 146.26332545280457 76.746553540229797 178.89701592922211 150.45435976982117 154.77667319774628
leaf_count=3587 725 40 46 40 40 29 71 32 56 49 65
internal_value=0 0.000417121 -0.00174542 0.000768437 0.00429061 0.000404508 -0.000206145 0.00281785 0.00263483 0.00363669 -0.000135309
internal_weight=0 2361.49 330.022 2031.47 190.245 1841.22 1445.46 223.01 395.761 329.351 258.007
internal_count=4780 1193 151 1042 80 962 828 103 134 105 105
is_linear=0
shrinkage=0.06


Tree=232
num_leaves=12
num_cat=0
split_feature=77 53 133 133 8 101 114 29 8 58 32
split_gain=0.148424 0.313923 0.22966 0.208486 0.640739 0.632726 0.626423 0.538633 0.615179 0.806889 1.00324
threshold=0.066585760563611998 0.0014881226234138014 0.0033348383149132137 0.002945306478068233 0.0013560238294303419 0.010829726699739696 0.0011261500185355546 0.010180860292166473 0.0060143163427710542 0.0015349716995842757 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -6 9 10 -9
right_child=1 -3 -4 4 7 -7 -8 8 -10 -11 -12
leaf_value=0.00035777916639834542 -0.0018804803645471543 -0.0047831271334932901 0.0046888660092361473 -0.0051854108238688409 -0.00042751235077470248 0.0044813018149546637 -0.00058079027603729781 0.012227602915192615 -0.00057884227555641957 0.00095694836402120521 0.0026965147569655255
leaf_weight=4008.4406632184982 48.775512456893921 70.664203643798828 31.549470663070679 227.73574030399323 3421.3210692405701 44.521266222000122 199.56535291671753 54.250112891197205 589.44368243217468 714.9025365114212 148.83045768737793
leaf_count=1799 38 50 17 137 1905 17 110 17 295 322 73
internal_value=0 -0.00186627 0.00069978 2.99485e-05 -0.000213376 -0.00232565 -0.00303488 -1.11701e-05 0.000933778 0.00190504 0.00524261
internal_weight=0 150.989 80.325 9409.01 5400.57 471.822 427.301 4928.75 1507.43 917.983 203.081
internal_count=4780 105 55 4675 2876 264 247 2612 707 412 90
is_linear=0
shrinkage=0.06


Tree=233
num_leaves=12
num_cat=0
split_feature=8 69 69 124 133 118 138 112 32 70 55
split_gain=0.153316 0.726456 1.08026 1.08852 0.536162 0.483208 0.49585 0.45302 0.609146 0.428955 0.474855
threshold=0.0044099434744566688 0.00046126570669002836 0.00039601318712811922 0.00073092587990686308 0.044033329933881767 0.028884131461381916 0.00017767510871635753 0.00073092587990686308 0.0017376682371832433 0.010500331409275534 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 7 9 -7 -2 -9 -1 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12
leaf_value=6.6900390312042533e-05 0.00049478245318511826 -0.00024994949954617012 0.012531778368702291 0.00034835302670887603 -0.0057460666561943803 -0.0070505691742002736 -0.00082092946613496892 0.0064867466520235695 0.00055905888228350382 -0.0024261937727707099 0.0044670039371448702
leaf_weight=5166.5770580768585 727.59720802307129 2606.6504220962524 61.343760132789612 46.344514608383179 41.074115753173828 72.623586416244507 125.45399880409241 122.07977080345154 127.68565034866333 423.25104856491089 39.318934559822083
leaf_count=2484 390 1384 20 26 32 49 75 37 54 211 18
internal_value=0 0.000300214 0.00157368 0.00728854 0.000969399 -0.00019231 -0.00310498 0.00125162 0.00345638 -8.98191e-05 -0.00184026
internal_weight=0 3732.78 1126.13 107.688 1018.44 5827.22 198.078 977.363 249.765 5629.15 462.57
internal_count=4780 1943 559 46 513 2837 124 481 91 2713 229
is_linear=0
shrinkage=0.06


Tree=234
num_leaves=12
num_cat=0
split_feature=23 46 110 58 107 105 95 39 18 45 112
split_gain=0.166301 0.424531 0.362072 0.485125 0.626058 0.531475 0.723743 0.646471 0.530115 0.505689 0.629144
threshold=0.0019672545604407792 0.096724390983581557 0.00899649551138282 0.029773407615721229 0.048151826485991485 0.00017767510871635753 0.00057154725072905432 0.00064626874518580746 0.0010585968848317864 0.0045489775948226461 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 8 -8 -7 10 -9
right_child=2 -3 3 -5 -6 6 7 9 -10 -11 -12
leaf_value=0.00044372585473099877 4.6501580574838714e-05 0.0063441872685891893 0.0027043541036977678 0.0035079337541741584 -0.0081097984472649209 -0.0080370023217749154 -0.0061439121300047939 -0.002781990798084217 0.0014653180516911127 -0.0017850012537853194 0.0042614449121978568
leaf_weight=1091.5903030633926 7494.2900848388672 45.736765146255493 108.4321585893631 72.356172919273376 50.195212960243225 97.011342644691467 74.043286919593811 66.205755829811096 27.022955656051636 286.04075312614441 147.07527649402618
leaf_count=666 3633 23 39 21 29 68 40 44 16 142 59
internal_value=0 0.000681009 -9.19577e-05 -0.00120966 -0.00160842 -0.00120344 -0.00181103 -0.000912035 -0.00596676 -0.000136212 0.00207505
internal_weight=0 1137.33 8422.67 928.383 856.027 805.832 697.399 573.365 124.034 499.322 213.281
internal_count=4780 689 4091 458 437 408 369 285 84 245 103
is_linear=0
shrinkage=0.06


Tree=235
num_leaves=12
num_cat=0
split_feature=21 132 11 80 33 105 4 72 112 61 102
split_gain=0.154657 0.434516 0.513813 0.416421 0.278517 0.395499 0.451488 0.282626 0.428298 0.25859 0.375976
threshold=0.015675474889576439 0.0017376682371832433 0.013860232196748258 0.0036604277556762104 0.031632266007363803 0.017724351026117805 0.00096484774257987748 0.0037758676335215573 0.0014881226234138014 0.0072436286136507997 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 -6 8 -8 -1 -11
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.00013331300886475908 0.00040543639667484706 0.0051987020729484653 0.0044011979130315947 -0.003978568414611079 -0.0073856877029511896 0.0035372240897125458 -0.0033179892387700366 -0.0040932697480215337 0.0039622623218816266 -0.0014750789798975723 0.00075967166439375601
leaf_weight=7293.0084862709045 426.43564081192017 74.315555691719055 94.988747954368591 95.460363030433655 58.436291933059692 41.886066794395447 55.329477429389954 81.608549237251282 61.343760132789612 886.90039622783661 390.28673267364502
leaf_count=3792 120 20 26 39 43 20 33 56 20 456 155
internal_value=0 0.000864446 0.000342303 -0.000396445 -6.73716e-05 -0.0018687 -0.00275072 -0.00138474 0.000509778 -4.60963e-06 -0.000792177
internal_weight=0 691.2 616.885 521.896 8868.8 298.604 256.718 198.282 116.673 8570.2 1277.19
internal_count=4780 205 185 159 4575 172 152 109 53 4403 611
is_linear=0
shrinkage=0.06


Tree=236
num_leaves=12
num_cat=0
split_feature=130 62 68 68 68 139 18 99 130 15 32
split_gain=0.148323 0.382621 0.529696 0.793326 0.451837 0.24809 0.433787 0.41375 0.698093 0.485626 0.333287
threshold=0.0010585968848317864 0.0031340263085439806 0.0031340263085439806 0.004017772153019906 0.0068083447404205808 0.00046126570669002836 0.0005893622583243997 0.0084566329605877417 0.00038414125447161501 0.0087224207818508166 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 10 9 -9 -8 -7
right_child=1 -3 3 4 -6 6 7 8 -10 -11 -12
leaf_value=4.5949217785940896e-05 -0.00015891085490214282 -0.0038614072905264513 0.010777640913919015 -0.0033040647047142429 0.0048435472366419883 0.0020465675630528726 -0.0015083793626087341 0.005317181124532392 -0.0048788367364947091 -0.0062359264997185375 -0.0016294883333738354
leaf_weight=8365.9238220453262 208.27804696559906 48.843579649925232 49.047781229019165 41.749932408332825 59.316310167312622 205.51156842708588 195.37431859970093 57.424994587898254 41.749932408332825 130.45212888717651 156.32765281200409
leaf_count=4067 137 33 18 30 26 102 132 22 30 89 94
internal_value=0 0.00112042 0.00179937 0.00451641 0.00147781 -4.98509e-05 -0.00106843 -0.00236832 0.00102494 -0.00340116 0.000458378
internal_weight=0 407.236 358.392 150.114 101.066 9152.76 786.841 425.001 99.1749 325.826 361.839
internal_count=4780 244 211 74 56 4536 469 273 52 221 196
is_linear=0
shrinkage=0.06


Tree=237
num_leaves=12
num_cat=0
split_feature=78 71 97 87 116 28 131 94 108 147 75
split_gain=0.145676 0.560338 0.544708 0.656624 0.55356 0.68454 0.546141 0.524266 0.786142 0.969243 0.823076
threshold=0.0058306583669036635 0.15819545835256579 0.00017767510871635753 0.0030382014811038975 0.0034400182776153092 0.00085274505545385193 0.028884131461381916 0.00093549740267917525 0.0038949446752667431 0.0062037324532866487 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 -6 -5 8 -2 -10 -11
right_child=1 -3 3 6 5 -7 -8 -9 9 10 -12
leaf_value=0.00017869067668685378 -0.00027129911461562203 0.0040671974245783662 -0.0033157321940812975 0.0014205093013698895 -0.0033580552478858976 0.00098327690950629791 -0.0039049510245680822 -0.00023959735334990012 0.00091497921150890697 0.0097458298282291043 0.00044438175061109827
leaf_weight=4096.9483686685562 440.47223508358002 136.13093090057373 543.70206201076508 454.197625041008 207.94256627559662 352.24650895595551 81.812750816345215 2852.6818581819534 230.71127569675446 114.24223971366882 48.911646842956543
leaf_count=1777 280 53 320 177 114 186 41 1654 109 41 28
internal_value=0 0.000286908 -0.000191201 -0.0011153 -0.00195191 -0.000628229 0.00060767 0.000147334 0.00147029 0.00341796 0.00695736
internal_weight=0 3823.15 5736.85 1639.9 1103.89 560.189 536.01 3687.02 834.337 393.865 163.154
internal_count=4780 2165 2615 838 620 300 218 2112 458 178 69
is_linear=0
shrinkage=0.06


Tree=238
num_leaves=12
num_cat=0
split_feature=23 68 10 67 105 50 36 15 68 35 4
split_gain=0.150298 0.430851 0.442994 0.487412 0.487163 0.484735 0.468201 0.458977 0.468359 0.427487 0.943146
threshold=0.0019672545604407792 0.00082683752407319855 0.007706565549597145 0.00080172589514404546 0.0011261500185355546 0.012636432424187662 0.00068727668258361529 0.00057154725072905432 0.00017767510871635753 0.00017767510871635753 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 7 6 -5 -2 -9 10 -1
right_child=1 -3 -4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00059725621144236741 -0.0053698731989404334 5.1802356054802547e-05 -0.0067982837592352212 0.0045341208196041103 -0.0043815811927856146 0.0056640334042127082 -0.0022415586384525437 0.0037754409831539113 -0.0016208081406767928 0.00013475561786606332 0.010111523157373781
leaf_weight=132.68378043174744 57.828542470932007 7620.5657452344894 51.410711884498596 50.263280153274536 203.6153975725174 63.235075712203979 136.19414281845093 97.959428071975708 141.6006760597229 952.35255765914917 52.290730118751526
leaf_count=68 40 3600 35 24 146 24 96 46 80 603 18
internal_value=0 -8.74212e-05 -0.00141014 -0.00104114 -0.00212046 0.0011245 -0.00041504 -0.000572313 0.000585792 0.000647413 0.00328686
internal_weight=0 8422.67 802.107 750.697 501.004 249.692 186.457 297.389 239.56 1137.33 184.975
internal_count=4780 4091 491 456 312 144 120 166 126 689 86
is_linear=0
shrinkage=0.06


Tree=239
num_leaves=12
num_cat=0
split_feature=20 92 144 17 148 20 112 83 50 19 43
split_gain=0.139318 0.779183 0.861908 0.419214 0.595886 0.212567 0.547972 0.471775 0.590826 0.470024 0.553304
threshold=0.030689206905663017 0.0041444667149335155 0.00070876078098081063 0.0021592099219560628 0.00899649551138282 0.0019071503775194289 0.010829726699739696 0.016164712607860569 0.037906534969806678 0.086341444402933135 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 7 9 -9 10 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00011367485536613195 0.0056982691428244837 -0.0081509052234281926 0.0012563841844477307 0.0084497360596183287 -0.0032937042129461882 0.00035832400458737804 0.0035688019446145961 -0.0014179756593978516 -0.0071609362759577832 0.0047388547377807391 -0.0028650047379895679
leaf_weight=7124.1320068836212 64.518641829490662 51.410711884498596 110.25540697574615 54.250112891197205 45.060948491096497 885.47584044933319 109.10797524452209 730.70887780189514 70.732270836830139 69.65290629863739 244.69436860084534
leaf_count=3524 25 35 48 17 25 513 37 352 45 29 130
internal_value=0 0.00122 -0.00173519 0.00413616 0.00200062 -4.30024e-05 -0.000571909 -0.000797658 -0.00192483 -4.47468e-05 -0.000339562
internal_weight=0 325.496 161.666 163.83 109.58 9234.5 2110.37 2001.26 801.441 1199.82 1130.17
internal_count=4780 150 83 67 50 4630 1106 1069 397 672 643
is_linear=0
shrinkage=0.06


Tree=240
num_leaves=12
num_cat=0
split_feature=21 132 11 2 125 105 62 71 115 19 93
split_gain=0.142228 0.384515 0.453231 0.367196 0.262919 0.635712 0.233745 0.652034 0.594242 0.532243 0.497909
threshold=0.015675474889576439 0.0017376682371832433 0.013860232196748258 0.010180860292166473 0.0010585968848317864 0.00073092587990686308 0.00085274505545385193 0.10522961243987085 0.00085274505545385193 0.0054799309000372895 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 -1 10 9 -9 -8
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=9.2679270561012774e-05 0.0012502613213217992 0.0049062403972293641 0.0041499044130697315 -0.0040238429483883415 0.0020313256205657434 -0.0051038367094050196 -0.00097023413971174775 -0.0073549768100814924 -0.012247752761339907 0.0014169436584296248 0.0013553252455719565
leaf_weight=7034.6032935380936 164.7777886390686 74.315555691719055 94.988747954368591 82.692769050598145 188.0181131362915 86.407333016395569 1253.6696803569794 45.600630760192871 29.522020697593689 54.85786235332489 450.54627299308777
leaf_count=3621 45 20 26 24 53 37 671 33 23 20 207
internal_value=0 0.000828984 0.0003378 -0.000356029 0.000334543 -0.00093554 -6.46078e-05 -0.000667843 -0.00476409 -0.00256485 -0.000355422
internal_weight=0 691.2 616.885 521.896 439.203 251.185 8868.8 1834.2 129.981 100.458 1704.22
internal_count=4780 205 185 159 135 82 4575 954 76 53 878
is_linear=0
shrinkage=0.06


Tree=241
num_leaves=12
num_cat=0
split_feature=8 141 37 93 34 143 118 23 11 59 133
split_gain=0.149604 0.781147 0.668566 0.705412 0.515338 0.411116 0.56344 0.863598 0.759201 0.685906 0.42762
threshold=0.000490355829242617 0.0044099434744566688 0.00050559637020342063 0.0014881226234138014 0.0018488886416889729 0.0014881226234138014 0.00017767510871635753 0.017724351026117805 0.0035485138650983576 0.0044099434744566688 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 8 -8 9 10 -7
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0007851572527504912 9.4007323411565672e-05 -0.0048075235641309314 -0.0046914903775025722 -0.0099689100162111619 0.0021683747540390281 0.0053785757153961963 0.0022209973480145774 -0.0076771579978755118 0.0070135766367506102 -0.0041029004606667535 -0.0001012110965197173
leaf_weight=433.25216400623322 8263.6907266378403 141.46454167366028 81.068866968154907 43.709315180778503 76.746553540229797 112.41899132728577 81.205001354217529 52.086528539657593 113.02674078941345 67.085774064064026 94.244864106178284
leaf_count=191 4192 90 48 29 32 32 38 33 35 27 33
internal_value=0 -0.000599276 -8.37804e-05 -0.00322369 -0.0013555 0.000579972 0.00171722 -0.00164692 0.00287657 0.00116847 0.00287963
internal_weight=0 1296.31 1154.84 201.525 157.815 953.32 520.068 133.292 386.776 273.75 206.664
internal_count=4780 588 498 109 80 389 198 71 127 92 65
is_linear=0
shrinkage=0.06


Tree=242
num_leaves=12
num_cat=0
split_feature=43 35 62 144 114 140 39 135 36 131 11
split_gain=0.146067 0.376193 0.377528 0.498639 0.730758 0.613138 0.444478 0.498939 0.441845 0.487786 0.493229
threshold=0.0081988852471113222 0.016164712607860569 0.0010585968848317864 0.0038949446752667431 0.007706565549597145 0.0019672545604407792 0.0027679565828293566 0.010500331409275534 0.00075379351619631063 0.0013146653072908523 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 9 10 -7
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00011101667536952145 -0.004143016468967772 0.0048140966127635503 -0.00064890162095654748 -0.0096886244002289731 0.0022371868892639892 0.0019257243195047978 0.0048558204638524047 0.0052127664143947214 0.0040648380012383127 -0.0044076026697261236 -0.0039091070125440736
leaf_weight=7810.0279285907745 62.35505747795105 69.720973491668701 780.90894603729248 36.007918477058411 38.0353684425354 252.46868777275085 160.04707205295563 98.163629651069641 102.01432800292969 84.516017436981201 65.734140753746033
leaf_count=4071 41 24 333 23 17 83 59 31 34 33 31
internal_value=0 0.000495461 0.000316262 0.00115432 -0.00356244 0.0015775 0.00204503 0.00129887 0.000537674 -0.000355806 0.000720369
internal_weight=0 1749.97 1680.25 899.342 74.0433 825.299 762.944 602.897 504.733 402.719 318.203
internal_count=4780 709 685 352 40 312 271 212 181 147 114
is_linear=0
shrinkage=0.06


Tree=243
num_leaves=12
num_cat=0
split_feature=122 101 60 14 29 59 130 15 106 127 32
split_gain=0.141311 0.164592 0.418362 0.583222 0.406888 0.387102 0.623159 0.706203 0.461904 0.767418 0.607495
threshold=0.031632266007363803 0.0014881226234138014 0.010829726699739696 0.0011980500421486797 0.074787221848964705 0.0098710241727530974 0.00052132029668428015 0.099488973617553725 0.0084566329605877417 0.00077738583786413084 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 -1 7 8 10 -10 -7
right_child=-2 4 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-5.2822670709267066e-05 -0.0027609489002821484 0.00018604954780984263 0.0063344010019952381 -0.0013671463495040449 0.0031025568163977296 -0.0060273198394734809 0.002657238599523765 0.0052574342429655592 -0.0033820732424563096 0.0046284474716147411 -0.001831275280952464
leaf_weight=4677.3876671791077 66.273823022842407 3628.130769610405 81.880818009376526 62.35505747795105 180.78833150863647 199.90083360671997 115.92935371398926 44.521266222000122 97.959428071975708 76.814620733261108 328.05809903144836
leaf_count=2257 39 1864 36 41 60 133 60 17 46 27 200
internal_value=0 1.92736e-05 -0.00018522 0.00300492 0.00032448 -0.000268268 -0.00143571 -0.0020707 -0.00253497 0.000138616 -0.00342002
internal_weight=0 9493.73 5684.81 144.236 3808.92 5540.57 863.184 747.254 702.733 174.774 527.959
internal_count=4780 4741 2817 77 1924 2740 483 423 406 73 333
is_linear=0
shrinkage=0.06


Tree=244
num_leaves=12
num_cat=0
split_feature=123 29 142 13 84 84 89 144 28 148 101
split_gain=0.134981 0.447783 0.684179 1.03931 0.932986 0.683672 0.636547 0.752999 0.616041 0.634577 0.534355
threshold=0.00066645268816500913 0.0036604277556762104 0.0079489401541650313 0.00017767510871635753 0.00085274505545385193 0.0019071503775194289 0.00096484774257987748 0.00082683752407319855 0.00039601318712811922 0.014740333426743748 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 -6 7 -4 -8 -10 -3
right_child=1 2 6 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.00013842319296607889 -0.00049791726686131924 0.0088373464312789564 0.00059151968959689184 -0.00041821016688200748 -0.0055042796187113659 0.0028509878396777554 0.006568960998196695 -0.0053688719154100983 -0.0018059705486715943 0.0048058608203303483 0.0038422388768488869
leaf_weight=6942.8137036561966 1181.5079984664917 130.52505135536194 153.49310708045959 321.2367205619812 50.127145767211914 118.83682191371918 67.085774064064026 151.73307061195374 180.78347623348236 73.503604650497437 188.35359382629395
leaf_count=3360 731 36 64 177 34 37 27 98 108 32 76
internal_value=0 0.000367206 0.00107917 0.00223184 0.00397686 0.000372201 -0.000409191 -0.00237149 0.00145452 0.000105229 0.00588686
internal_weight=0 2617.19 1435.68 809.079 487.843 168.964 626.599 305.226 321.373 254.287 318.879
internal_count=4780 1420 689 360 183 71 329 162 167 140 112
is_linear=0
shrinkage=0.06


Tree=245
num_leaves=12
num_cat=0
split_feature=23 110 140 68 35 148 140 34 59 21 125
split_gain=0.139408 0.623288 0.503045 0.375847 0.407099 0.560299 0.810974 0.413601 0.355389 0.443944 0.355062
threshold=0.0019672545604407792 0.04673989117145539 0.0045489775948226461 0.00082683752407319855 0.0019672545604407792 0.00244467705488205 0.0051502294372767219 0.0041444667149335155 0.0026833302108570938 0.00040826165059115743 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 8 -6 7 -7 9 -2 -1
right_child=3 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0023254565093072418 -0.0035800755469911514 0.0059908723628999032 0.0048719850592437676 4.5838945694729392e-05 -0.0036493028580400519 0.0010910342883504885 0.0043005566548104954 -0.0041658420753255959 -0.005062410523424008 0.0031096128376137387 0.00047337758258800885
leaf_weight=206.38673138618469 91.337395906448364 72.895855188369751 78.705936312675476 7620.5657452344894 129.84437942504883 112.55027043819427 151.53372430801392 103.36110603809357 154.83988511562347 58.640493512153625 779.33854532241821
leaf_count=133 56 29 31 3600 86 70 65 78 108 28 496
internal_value=0 0.000623516 0.000255942 -8.41944e-05 -0.0013196 -0.000261321 0.000935894 -0.00142554 -0.00304611 -0.000964446 -0.00011263
internal_weight=0 1137.33 1064.43 8422.67 802.107 497.289 367.445 215.911 304.818 149.978 985.725
internal_count=4780 689 660 4091 491 299 213 148 192 84 629
is_linear=0
shrinkage=0.06


Tree=246
num_leaves=12
num_cat=0
split_feature=107 129 84 132 126 118 8 123 146 83 142
split_gain=0.142503 0.459079 1.23305 0.815155 0.659186 0.560126 0.657807 0.59581 0.54509 0.610075 0.590961
threshold=0.015675474889576439 0.0013146653072908523 0.0019071503775194289 0.00080172589514404546 0.002945306478068233 0.010829726699739696 0.0048403022810816774 0.0019672545604407792 0.011519505176693203 0.030689206905663017 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 -3 6 7 8 9 10 -2
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=9.2064499462276244e-05 -0.00062957955949281407 -0.0051056547563428688 -0.010119565332434523 0.0057081642183385807 0.0032329180927520317 -0.0063883934932520651 0.0032609157285664048 0.0057612818188857015 0.0032117141284396661 -0.00046092025401274869 -0.006498630058678765
leaf_weight=8255.979619383812 102.01432800292969 56.613043546676636 63.706690788269043 80.733386278152466 85.935717940330505 56.00529408454895 162.75033867359161 45.26515007019043 84.584084630012512 409.88056039810181 156.53185439109802
leaf_count=4282 34 34 37 25 24 31 51 10 28 145 79
internal_value=0 -0.000582876 -0.00318007 -9.48975e-05 -7.87346e-05 -0.000555553 -0.000215635 -0.000924424 -0.00132632 -0.00190057 -0.00418288
internal_weight=0 1304.02 206.255 1097.76 142.549 1017.03 961.026 798.276 753.011 668.427 258.546
internal_count=4780 498 95 403 58 378 347 296 286 258 113
is_linear=0
shrinkage=0.06


Tree=247
num_leaves=12
num_cat=0
split_feature=78 63 44 68 47 35 75 75 72 132 29
split_gain=0.133543 0.420127 0.681852 0.765436 1.13643 0.711182 0.664999 0.696119 0.838891 0.621502 0.809816
threshold=0.0058306583669036635 0.0013146653072908523 0.0015349716995842757 0.00064626874518580746 0.019431582652032379 0.0014427106943912806 0.0013146653072908523 0.0005375427135732026 0.00082683752407319855 0.0098710241727530974 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 9 -2 7 -7 -9 10 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00018306595141280121 -0.0047538405670567033 -0.00020178338430112752 -0.0031178882776465681 0.00057420397961520278 -0.0030714195682990876 -0.0013245814470390488 -0.00058130106532819673 0.011252820778789184 0.00085760848398154131 0.0099775537169416034 0.0058546544181144336
leaf_weight=5736.8498817682266 103.42917323112488 2429.0953289270401 76.474284768104553 184.09449231624603 86.407333016395569 62.491191864013672 463.71255958080292 62.019576787948608 50.871029615402222 62.559259057044983 241.99595725536346
leaf_count=2615 73 1420 52 103 37 31 288 18 27 26 90
internal_value=0 0.000274701 0.00110496 0.00252155 0.00327151 -0.000138035 0.000608973 0.00375608 0.00656851 0.00439312 0.00357321
internal_weight=0 3823.15 1394.05 651.531 575.057 742.524 639.094 175.382 112.891 488.65 426.09
internal_count=4780 2165 745 308 256 437 364 76 45 219 193
is_linear=0
shrinkage=0.06


Tree=248
num_leaves=12
num_cat=0
split_feature=4 143 117 117 95 83 18 17 150 103 148
split_gain=0.144099 0.442134 0.624471 0.358381 0.504703 0.541906 0.504489 0.456422 0.436755 0.692817 0.558772
threshold=0.0036604277556762104 0.055838862434029586 0.0015833032084628942 0.12087306752800943 0.0031340263085439806 0.045367386192083366 0.0081988852471113222 0.0010585968848317864 0.00099512818269431613 0.00066645268816500913 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 -6 -7 -2 10 -10
right_child=3 2 -4 -5 5 7 -8 -9 9 -11 -12
leaf_value=4.6565609280156261e-05 -0.0028001875437197246 0.0092233075701173093 -0.00017462941047590336 0.0028609795909618138 -0.0024494361610587533 -0.010476450775504506 0.0038943160888187207 -0.0015318736861202392 0.0039833887414623369 -0.0034801207576651721 0.0001181168669564142
leaf_weight=8055.8210828304291 163.4213000535965 45.804832339286804 57.288860201835632 102.082395195961 288.26754939556122 50.127145767211914 53.506229043006897 34.79241955280304 209.09485328197479 121.67136764526367 378.12203288078308
leaf_count=4025 97 18 32 29 169 34 24 17 77 67 191
internal_value=0 9.65315e-05 0.0040009 -0.00056213 -0.000831136 -0.00252213 -0.00145629 -0.00681177 -3.981e-06 0.000640634 0.00149445
internal_weight=0 8158.91 103.094 1401.09 1299 426.693 341.774 84.9196 872.31 708.888 587.217
internal_count=4780 4075 50 705 676 244 193 51 432 335 268
is_linear=0
shrinkage=0.06


Tree=249
num_leaves=12
num_cat=0
split_feature=88 83 144 54 143 128 83 47 98 66 78
split_gain=0.132845 0.177688 0.163094 0.429064 0.344873 0.283374 0.195839 0.722693 0.528444 0.629714 0.681128
threshold=0.1242329850792885 0.0020292587578296666 0.021960759535431865 0.01884530205279589 0.028020657598972324 0.0014427106943912806 0.014740333426743748 0.0032328735105693345 0.079227816313505187 0.00057154725072905432 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 -1 8 9 -8 -11
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00031807561019101612 0.00064124354772390616 -0.0041644908090334902 -0.0046726816144127435 -0.0069359038468061011 0.0051655966456811342 -0.00015890376544646685 -0.0041905000659515886 5.9912188160878986e-05 0.0038082468418938042 0.0070156861537383373 -0.0035776454513203365
leaf_weight=5148.3105872869492 49.451329112052917 62.962806940078735 64.246373057365417 41.817999601364136 34.79241955280304 226.92378926277161 350.28227090835571 3449.1364614963531 44.521266222000122 41.954133987426758 45.600630760192871
leaf_count=2730 36 44 45 25 17 149 235 1434 17 15 33
internal_value=0 -0.00205043 2.43975e-05 -0.00121427 -0.000480234 -0.00115486 7.45701e-05 -0.000244302 -0.0024196 -0.00305288 0.00149842
internal_weight=0 112.414 9447.59 367.781 325.963 291.17 9079.81 3931.49 482.358 437.837 87.5548
internal_count=4780 80 4700 236 211 194 4464 1734 300 283 48
is_linear=0
shrinkage=0.06


Tree=250
num_leaves=12
num_cat=0
split_feature=86 137 112 70 102 131 7 90 76 102 87
split_gain=0.12818 0.408706 0.937948 0.733506 0.612592 0.59729 0.601376 0.610182 0.499182 0.497732 0.569234
threshold=0.0005375427135732026 0.00017767510871635753 0.0013146653072908523 0.010500331409275534 0.010829726699739696 0.00096484774257987748 0.00055427959887310873 0.00075379351619631063 0.00044738779251929378 0.017724351026117805 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -4 9 7 8 -7 10 -3
right_child=-2 2 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00044325112440740785 0.00031603497741542868 -0.0025774070180531665 0.00025552423816046902 -0.0019538765144134058 0.0056213294659244123 5.3352084971407664e-05 -0.0023005582894029381 -0.0031915296482659091 0.0054408042367078734 0.0015961133227510851 -0.0069034213486650429
leaf_weight=3952.7027826309204 3114.8113254308701 417.0325642824173 569.31502771377563 519.99497771263123 88.50285017490387 123.02300095558167 347.3115907907486 82.556634664535522 124.6469030380249 71.612289071083069 148.49012172222137
leaf_count=1796 1742 239 249 251 26 63 215 34 39 28 98
internal_value=0 -0.000152732 -0.000872208 0.000164562 0.00097744 -0.00179771 -0.000557533 0.00127567 0.00276474 -0.00311653 -0.00371329
internal_weight=0 6445.19 1972.49 4472.7 657.818 1314.67 677.538 330.227 247.67 637.135 565.523
internal_count=4780 3038 991 2047 275 716 351 136 102 365 337
is_linear=0
shrinkage=0.06


Tree=251
num_leaves=12
num_cat=0
split_feature=24 35 68 15 1 146 19 61 9 39 94
split_gain=0.132709 0.617829 0.254436 0.173261 0.208173 0.171259 0.42102 0.425754 0.540391 0.42888 0.404883
threshold=0.031632266007363803 0.0012357163941487672 0.0068083447404205808 0.0051502294372767219 0.00070876078098081063 0.011519505176693203 0.017188700847327713 0.0021592099219560628 0.00040826165059115743 0.0035485138650983576 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 -8 -9 10 -10
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 -12
leaf_value=-2.3798322708751591e-06 0.0050497544186692313 -0.0078657207100330112 0.0032073105477942385 0.0012463604449274837 -0.0015672471824657633 0.00049365528600080308 -0.0026292610494207166 -0.0029049990704752087 0.0077593683324253928 -0.00088397764610896482 0.00091420655425963394
leaf_weight=6695.6154147386551 98.771379113197327 30.805586814880371 37.427618980407715 31.61753785610199 48.843579649925232 1775.6921080350876 468.91489124298096 137.14222824573517 60.667943477630615 110.65895485877991 63.842825174331665
leaf_count=3271 34 24 14 12 33 916 287 74 22 66 27
internal_value=0 0.00137135 -0.00107206 -0.00251154 -0.00400328 -3.64414e-05 -0.000161333 -0.0014265 8.83462e-05 0.00183395 0.00424952
internal_weight=0 247.466 148.694 111.267 79.6492 9312.53 7536.84 841.227 372.312 235.17 124.511
internal_count=4780 117 83 69 57 4663 3747 476 189 115 49
is_linear=0
shrinkage=0.06


Tree=252
num_leaves=12
num_cat=0
split_feature=18 81 5 42 0 133 106 65 36 136 63
split_gain=0.14065 0.733749 1.0194 0.578034 0.699157 0.476059 0.546589 0.453753 0.442834 0.403033 0.724473
threshold=0.0015833032084628942 0.020658296532928947 0.00057154725072905432 0.0020932231564074759 0.00017767510871635753 0.013860232196748258 0.0035485138650983576 0.041476719081401832 0.001792412775103003 0.00040826165059115743 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -6 -7 -1 -9 10 -5
right_child=1 2 -4 9 5 6 -8 8 -10 -11 -12
leaf_value=0.00018536960780640184 0.0087362230453313736 -0.00020753251009378515 0.0096201613715445663 -0.0052518687629074653 -0.00075058716299342511 4.674761529754484e-05 0.0071709755644467641 -0.0053148580676938119 0.0013372093156104885 -0.00029786685966104318 -0.001023424855729347
leaf_weight=7429.7082310914993 34.79241955280304 103.63337481021881 59.992126822471619 244.42209982872009 591.66562342643738 95.795843720436096 65.126391291618347 105.45662319660187 54.721727967262268 412.91445243358612 361.77115404605865
leaf_count=3565 17 58 24 150 370 62 28 67 30 208 201
internal_value=0 -0.000451715 0.00339572 -0.000800203 0.000420833 3.64095e-05 0.00292997 0.000117252 -0.00304231 -0.0017436 -0.00272837
internal_weight=0 1970.11 163.626 1806.49 787.38 752.588 160.922 7589.89 160.178 1019.11 606.193
internal_count=4780 1118 82 1036 477 460 90 3662 97 559 351
is_linear=0
shrinkage=0.06


Tree=253
num_leaves=12
num_cat=0
split_feature=60 58 101 66 125 103 96 128 31 109 150
split_gain=0.130548 0.26172 0.179244 0.650919 0.884657 0.976246 0.716972 0.605598 0.604381 0.571887 0.688023
threshold=0.079227816313505187 0.0011615398107096555 0.010829726699739696 0.00050559637020342063 0.001792412775103003 0.00096484774257987748 0.0037758676335215573 0.00093549740267917525 0.00093549740267917525 0.011519505176693203 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -5 -4 -8 10 -6
right_child=1 -3 3 6 9 -7 8 -9 -10 -11 -12
leaf_value=-7.1794382324253905e-05 0.00054689385182753885 -0.0051636335858581753 -0.004506923444309226 -0.005862066707131304 0.00084528328844163641 0.0035971123630293817 0.0050860935447142232 0.00083677964433258214 -0.0044025862572896089 -0.00066097821683452581 0.0063179160318565858
leaf_weight=8310.9881819486618 64.990256905555725 52.018461346626282 187.26937401294708 102.8894909620285 128.02113103866577 146.4675270318985 59.992126822471619 128.9011492729187 40.466366291046143 104.37725865840912 233.61874389648438
leaf_count=4148 38 38 108 65 77 56 24 60 29 51 86
internal_value=0 -0.00199183 2.46809e-05 0.000732987 0.00140625 -0.000452377 -0.00234168 -0.00232832 0.00126389 0.0032514 0.00438059
internal_weight=0 117.009 9442.99 1132 928.655 462.638 203.348 316.171 100.458 466.017 361.64
internal_count=4780 76 4704 556 438 224 118 168 53 214 163
is_linear=0
shrinkage=0.06


Tree=254
num_leaves=12
num_cat=0
split_feature=20 114 58 13 107 104 52 43 10 77 92
split_gain=0.130477 0.435192 0.495636 0.445571 0.408361 0.350435 0.181662 0.488585 0.461014 0.24392 0.203432
threshold=0.030689206905663017 0.0033348383149132137 0.00096484774257987748 0.000490355829242617 0.0051502294372767219 0.0056525857653468856 0.049604203552007682 0.0038949446752667431 0.0020292587578296666 0.066585760563611998 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 5 -4 9 8 -8 10 -1
right_child=1 3 4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-6.5454610452974778e-05 0.0041877805506441469 0.0072221577465115183 -0.0034430811091215609 -0.00084139954585519356 -0.0060795279882890144 0.0037608978793360402 5.3855591731633179e-06 0.0028621758409781263 -0.0067918379033939866 -0.0027558828659573174 0.00086342322563083367
leaf_weight=7968.0669717788696 61.951509594917297 68.437407374382019 47.56001353263855 38.575050711631775 59.248242974281311 49.723597884178162 66.273823022842407 57.424994587898254 78.433667540550232 114.30545163154602 949.99933755397797
leaf_count=3944 23 23 32 25 31 16 39 22 51 84 490
internal_value=0 0.00118066 -0.000354762 0.00431547 -0.00215259 0.000239017 -4.16156e-05 -0.00182055 -0.00367881 -1.80547e-06 3.34943e-05
internal_weight=0 325.496 218.483 107.012 156.532 97.2836 9234.5 202.132 144.707 9032.37 8918.07
internal_count=4780 150 102 48 79 48 4630 112 90 4518 4434
is_linear=0
shrinkage=0.06


Tree=255
num_leaves=12
num_cat=0
split_feature=49 39 113 77 124 129 79 1 73 90 46
split_gain=0.133903 0.784085 0.529443 0.56406 0.426008 0.396638 0.336395 0.295679 0.402287 0.262859 0.500511
threshold=0.0011615398107096555 0.0019071503775194289 0.0013146653072908523 0.0030382014811038975 0.0015349716995842757 0.0028552538715302949 0.002945306478068233 0.00070876078098081063 0.00899649551138282 0.00043393640953581786 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 4 -4 -3 -7 8 -2 -1 -11
right_child=1 5 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=6.6197517435908807e-05 0.0071579079934281607 -0.0036831370044593079 0.0059308630853425375 0.0096610622010611727 -0.0011681901538691331 0.0040766987452589979 -0.00072505032227957898 -0.0021179046472077751 -0.00073893898774491566 0.00031890627629644036 -0.0020677181034741291
leaf_weight=7460.5673192739487 41.954133987426758 131.80376219749451 66.546091794967651 63.235075712203979 56.073361277580261 64.990256905555725 273.80798614025116 83.635999202728271 52.018461346626282 635.52563881874084 629.84198153018951
leaf_count=3728 15 85 19 24 26 38 183 50 38 245 329
internal_value=0 0.000726312 0.0028196 0.0050582 0.0026845 -0.000890413 0.000196049 0.000477073 0.00278661 -6.94243e-05 -0.000869046
internal_weight=0 834.065 363.463 185.855 122.619 470.602 338.798 177.609 93.9726 8725.93 1265.37
internal_count=4780 478 172 69 45 306 221 103 53 4302 574
is_linear=0
shrinkage=0.06


Tree=256
num_leaves=12
num_cat=0
split_feature=70 43 70 119 120 96 79 140 142 122 73
split_gain=0.132444 0.473096 0.463435 0.429698 0.443673 0.33336 0.482189 0.598146 0.384054 0.448308 0.393179
threshold=0.00039601318712811922 0.11438806727528573 0.00017767510871635753 0.0049928687512874612 0.00040826165059115743 0.00080172589514404546 0.0014881226234138014 0.01884530205279589 0.010180860292166473 0.00066645268816500913 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 9 10 -2
right_child=5 -3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00011658666308794509 0.00045851014093687992 -0.0053052425143884294 -0.003130486052032309 -0.0061099466552985001 0.0031651852560351502 0.00035621858738411519 -0.0015639634387010278 -0.0092241171648789252 -0.0042874592610965233 -0.0028470741075290683 0.0043271982269104062
leaf_weight=2756.2296189069748 303.33971738815308 66.949639678001404 183.8902907371521 41.21025013923645 156.73605597019196 5265.9464761018753 453.7162994146347 39.926684021949768 57.964676856994629 96.675861954689026 137.41449701786041
leaf_count=1402 110 37 118 22 64 2617 260 21 30 45 54
internal_value=0 -0.000314471 -0.000207994 -2.60761e-05 5.99935e-05 0.000158597 -0.000796983 -0.00218353 0.000352606 0.000853061 0.00166466
internal_weight=0 3205.02 3138.07 2954.18 2912.97 6354.98 1089.04 493.643 595.395 537.43 440.754
internal_count=4780 1643 1606 1488 1466 3137 520 281 239 209 164
is_linear=0
shrinkage=0.06


Tree=257
num_leaves=12
num_cat=0
split_feature=103 105 121 131 129 53 56 138 36 108 85
split_gain=0.129698 0.511858 0.64097 0.588589 0.503458 0.442331 0.465027 0.447204 0.429307 0.427636 0.406451
threshold=0.00066645268816500913 0.0015349716995842757 0.0042751494329422721 0.001792412775103003 0.0063990866765379914 0.040252277627587325 0.0010585968848317864 0.00039601318712811922 0.00017767510871635753 0.017724351026117805 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 -6 -5 -10
right_child=1 4 -4 9 8 -7 -8 -9 10 -11 -12
leaf_value=0.00010484023636299641 -0.0048970938084042775 -0.0016932339439315464 0.0021952762902786101 -0.0017810709908472346 0.0072834198960651693 0.0033253841522557131 0.00052386200130324185 -0.0048653748173730438 0.004864589469357544 0.0059631930435662716 -0.0021642242194489336
leaf_weight=7803.7607982158661 109.30732154846191 436.22284412384033 435.01220047473907 63.030874133110046 38.711185097694397 56.817245125770569 186.05387508869171 252.66317880153656 43.845449566841125 43.305767297744751 91.269328713417053
leaf_count=3912 70 211 157 39 15 19 102 164 19 11 61
internal_value=0 -0.000465852 0.000869372 -0.00180534 -0.00125166 -0.00180468 -0.00213782 -0.00285668 0.00171271 0.00137279 0.000116662
internal_weight=0 1756.24 650.656 215.644 1105.58 931.757 874.94 688.886 173.826 106.337 135.115
internal_count=4780 868 277 120 591 496 477 375 95 50 80
is_linear=0
shrinkage=0.06


Tree=258
num_leaves=12
num_cat=0
split_feature=52 100 93 126 50 117 116 99 100 142 109
split_gain=0.12716 0.322784 0.539472 0.423993 0.549354 0.516867 0.64138 0.465957 0.445284 0.380683 0.298925
threshold=0.00047558375808876013 0.00070876078098081063 0.00096484774257987748 0.02129978779703379 0.021960759535431865 0.0049928687512874612 0.00087947337306104611 0.00073092587990686308 0.020035739988088611 0.0011980500421486797 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -3 -7 -8 -9 -1 -2
right_child=10 3 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.00045534455235784338 -0.0025948856326317867 -0.0029712701849034968 0.005518474837172751 0.0045734640389206958 -0.0073899403043691464 -0.0043128503210487059 0.0058138502330709685 -0.0045423510035740786 0.0041203950190795363 -0.0047724849807828356 0.00012790387655014278
leaf_weight=377.37814903259277 147.74623787403107 294.14569771289825 67.693523526191711 38.779252290725708 59.112108588218689 64.38250744342804 86.47540020942688 44.992881298065186 40.670567870140076 57.828542470932007 8280.7951998710632
leaf_count=198 105 166 30 10 41 35 32 30 14 40 4079
internal_value=0 -0.000597248 0.000535725 -0.00150372 -0.00190331 -0.00129214 0.000796073 0.00270689 -0.000429526 -0.000239309 8.01753e-05
internal_weight=0 1131.46 502.9 628.558 589.779 530.667 236.521 172.139 85.6634 435.207 8428.54
internal_count=4780 596 268 328 318 277 111 76 44 238 4184
is_linear=0
shrinkage=0.06


Tree=259
num_leaves=12
num_cat=0
split_feature=82 33 63 10 60 125 25 25 14 70 19
split_gain=0.136963 0.39666 0.865261 0.5204 0.517448 0.655938 0.493016 0.467279 0.616209 0.561696 0.445563
threshold=0.00055427959887310873 0.00093549740267917525 0.00099512818269431613 0.012252715881913902 0.0013146653072908523 0.027182282879948619 0.00017767510871635753 0.00042089859198313212 0.00082683752407319855 0.00046126570669002836 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 7 10 -3 9 -9 -4 -6
right_child=-2 2 4 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00089481375746256191 -0.00015809196225480016 -0.00059173919284413615 -0.0035651539629111134 -7.5656255011602772e-05 0.0032312708179398123 0.0093057542499747868 -0.0063960241264744378 -0.0056705188128714128 -0.00019294392678252952 0.0035387475214875524 -0.0013645061301143986
leaf_weight=1828.6586548089981 6439.5002301931381 77.354303002357483 54.721727967262268 152.95342481136322 188.14939224720001 42.629950642585754 165.17648124694824 110.52282047271729 223.3453596830368 149.64240872859955 127.34531438350677
leaf_count=932 3170 35 30 56 91 13 111 76 126 61 79
internal_value=0 0.00032624 -0.0004786 -0.00281634 0.000552841 0.00232015 -0.00454477 -0.000623076 -0.00200623 0.00163657 0.00137625
internal_weight=0 3120.5 1291.84 395.484 896.357 358.125 242.531 538.232 333.868 204.364 315.495
internal_count=4780 1610 678 202 476 183 146 293 202 91 170
is_linear=0
shrinkage=0.06


Tree=260
num_leaves=12
num_cat=0
split_feature=25 129 46 30 123 93 85 93 72 94 45
split_gain=0.125257 0.471401 0.627555 0.632473 0.761975 0.654207 0.674409 0.613374 0.784387 0.779268 0.64139
threshold=0.0012745757703669371 0.0015833032084628942 0.01884530205279589 0.0051502294372767219 0.0012745757703669371 0.0020292587578296666 0.00080172589514404546 0.00017767510871635753 0.0012357163941487672 0.0070226341485977182 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 10 -10 -2
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00021583410174359272 0.0060799656100101566 0.00080337871357747325 -0.0030261594312933305 -0.0034526227753280325 0.0060168668497494037 0.0051616480397158942 -0.0050450793136755951 -0.00090987524508394184 -0.0031729577497359974 0.0038050976532204121 -0.0013945969019597117
leaf_weight=4809.750532746315 168.22008383274078 2426.800465464592 285.63234996795654 176.79664349555969 143.90039479732513 42.629950642585754 51.410711884498596 1150.3766415119171 159.50253450870514 90.189964175224304 54.789795160293579
leaf_count=2158 78 1398 172 115 54 13 35 588 99 45 25
internal_value=0 0.000218538 -0.000392318 -2.31437e-05 0.000302656 0.00347355 -0.000418227 -0.000162192 0.00165738 -0.000652455 0.00424359
internal_weight=0 4750.25 2323.45 2037.82 1861.02 237.941 94.0407 1623.08 472.702 249.692 223.01
internal_count=4780 2622 1224 1052 937 102 48 835 247 144 103
is_linear=0
shrinkage=0.06


Tree=261
num_leaves=12
num_cat=0
split_feature=70 150 117 45 89 92 65 129 48 144 78
split_gain=0.125293 0.411863 0.84247 0.634148 0.566825 0.67821 0.46572 0.836031 0.415203 0.461858 0.729523
threshold=0.00039601318712811922 0.00017767510871635753 0.0036604277556762104 0.0014427106943912806 0.00038414125447161501 0.055838862434029586 0.00043393640953581786 0.0028552538715302949 0.00070876078098081063 0.0032328735105693345 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 9 -5 -11
right_child=-2 3 -4 8 -6 -7 -8 -9 -10 10 -12
leaf_value=0.001890184288089564 0.00015425627480838939 -0.002340757203911708 -0.0030380479510855166 -0.0004733671859323331 -0.00050107269539095682 0.0089415247673456568 -0.0017343656740291501 0.010910422864603116 -0.0061253306212163119 -0.00048396894008670237 0.0050913765207006838
leaf_weight=234.63004124164581 6354.9842127561569 630.30874133110046 162.7454833984375 1353.9385377168655 249.35216271877289 61.275692939758301 86.203131437301636 43.913516759872437 40.466366291046143 190.10877501964569 152.07340657711029
leaf_count=107 3137 390 99 595 169 25 52 14 29 90 73
internal_value=0 -0.000305863 0.000837144 -0.000710603 0.00177095 0.00310077 0.00211956 0.00331226 -0.000118925 2.43769e-05 0.00199384
internal_weight=0 3205.02 838.12 2366.9 675.375 426.022 364.747 278.544 1736.59 1696.12 342.182
internal_count=4780 1643 466 1177 367 198 173 121 787 758 163
is_linear=0
shrinkage=0.06


Tree=262
num_leaves=12
num_cat=0
split_feature=147 141 128 70 22 142 110 63 142 63 42
split_gain=0.12862 0.529671 0.927791 1.02227 0.671645 0.620789 0.58975 0.464821 0.554106 0.460862 0.692688
threshold=0.00017767510871635753 0.0020932231564074759 0.00039601318712811922 0.0056525857653468856 0.00099512818269431613 0.00052132029668428015 0.0011261500185355546 0.0079489401541650313 0.027182282879948619 0.00073092587990686308 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 -3 -5 8 9 -1 -11
right_child=-2 2 -4 6 -6 -7 -8 -9 -10 10 -12
leaf_value=0.0011773084448928918 -0.00012016840958154029 0.0041725357509762697 -0.0051863633850793844 0.0074091092863336309 0.0062638181236638613 -0.0015848148410133249 2.5132901053478418e-05 0.0053059428775050696 0.0058430822784999777 -0.0059536085822364049 -2.2275443752315447e-05
leaf_weight=614.44889867305756 7364.3485065698624 76.138804078102112 138.89740943908691 95.528430223464966 88.50285017490387 588.90400016307831 65.734140753746033 78.098186850547791 65.802207946777344 93.836460947990417 289.76017236709595
leaf_count=221 3840 29 88 34 26 287 31 28 26 63 107
internal_value=0 0.000403052 -0.00064914 0.000113542 0.00122842 -0.000925673 0.00439924 0.000838173 0.000510189 0.000158586 -0.00147321
internal_weight=0 2195.65 965.203 826.305 1230.45 665.043 161.263 1141.95 1063.85 998.046 383.597
internal_count=4780 940 469 381 471 316 65 445 417 391 170
is_linear=0
shrinkage=0.06


Tree=263
num_leaves=12
num_cat=0
split_feature=52 140 108 143 107 39 23 83 1 39 25
split_gain=0.127318 0.445068 0.281838 0.436578 0.40103 0.343263 0.30197 0.380163 0.333739 0.414304 0.334812
threshold=0.00047558375808876013 0.016164712607860569 0.0060143163427710542 0.0044099434744566688 0.0068083447404205808 0.00017767510871635753 0.0081988852471113222 0.0081988852471113222 0.00039601318712811922 0.00040826165059115743 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 7 8 10 -10 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0034544213195633771 8.022523468745263e-05 -0.0049720326233810381 -0.00098957495833997379 0.0024892053271360899 0.0033632459254133188 -0.005473364747299413 -0.0032859245488202687 0.006685460865191427 0.0055199643718649074 -0.00019720024841056132 0.00083813085145277621
leaf_weight=145.31524002552032 8428.5414377450943 77.962052464485168 142.61682868003845 68.301272988319397 132.348299741745 108.02375543117523 100.52656030654907 31.61753785610199 68.301272988319397 137.47770893573761 118.96810102462769
leaf_count=93 4184 38 53 33 45 69 48 12 33 97 75
internal_value=0 -0.000597619 -0.000273899 -0.00176323 0.000372764 -0.00292205 -0.000284461 0.000316972 -0.000111388 0.00170042 -0.00152211
internal_weight=0 1131.46 1053.5 318.942 734.555 250.641 602.206 501.68 470.062 205.779 264.283
internal_count=4780 596 558 155 403 122 358 310 298 130 168
is_linear=0
shrinkage=0.06


Tree=264
num_leaves=12
num_cat=0
split_feature=18 68 126 141 107 34 131 125 108 124 128
split_gain=0.127335 0.422963 0.647622 0.66415 0.555586 0.579715 0.482982 0.471822 0.757314 0.548059 0.455302
threshold=0.0015833032084628942 0.0092791137285530585 0.00047558375808876013 0.0034400182776153092 0.0092791137285530585 0.017724351026117805 0.0027679565828293566 0.0022975050378590827 0.013032016810029747 0.051876978948712356 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 7 -6 -4 -2 9 10 -9
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00011156418545319491 -0.0017808747483623382 -0.0060912898153298103 -0.00012328614902656356 0.0028736456420130037 0.006495927079608858 -0.00087911096852998387 -0.0067450476521630498 0.0021542688746942411 -0.0038010250216316127 0.0084690410670881199 -0.00086257174462018313
leaf_weight=7589.8865822553635 534.37676322460175 110.5908876657486 87.151216864585876 112.95867359638214 91.001915216445923 66.341890215873718 72.759720802307129 410.88700246810913 127.95306384563446 35.468236207962036 320.6241158246994
leaf_count=3662 338 71 30 40 33 34 39 214 82 15 222
internal_value=0 -0.000429802 -0.00221809 -0.000648328 2.38916e-06 0.00338634 -0.0031362 -0.000370129 0.000472247 0.00118514 0.000831976
internal_weight=0 1970.11 383.46 272.87 1586.65 157.344 159.911 1429.31 894.932 766.979 731.511
internal_count=4780 1118 180 109 938 67 69 871 533 451 436
is_linear=0
shrinkage=0.06


Tree=265
num_leaves=12
num_cat=0
split_feature=141 103 24 69 57 2 148 47 93 9 20
split_gain=0.119905 0.66031 0.576083 0.615782 0.572147 0.458265 0.666658 0.602283 0.502676 0.434918 0.340877
threshold=0.00046126570669002836 0.0032328735105693345 0.014293605927377941 0.00017767510871635753 0.00070876078098081063 0.0012745757703669371 0.0060143163427710542 0.00017767510871635753 0.00096484774257987748 0.0013560238294303419 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 7 -1 -8 -5 -9
right_child=-2 -3 -4 4 -6 -7 8 10 -10 -11 -12
leaf_value=0.0028738253368297663 9.4393450440766367e-05 0.0036554696237974522 0.004583504514620914 -0.004114507751097383 0.0041087283548401823 0.0017661944587187826 -0.00051269568380601146 -0.0053568070001371619 0.0054440736366135126 0.0017799261663461407 -0.0012312126478610742
leaf_weight=57.964676856994629 7984.4032847881317 127.82178473472595 67.153841257095337 394.74032521247864 39.318934559822083 294.08734107017517 162.88161778450012 190.51232290267944 74.247488498687744 50.871029615402222 115.99742090702057
leaf_count=30 4078 44 22 209 18 75 89 108 25 27 55
internal_value=0 -0.000478343 -0.000843311 -0.00110727 -0.00282941 -0.000174903 -0.00112379 -0.00273483 0.00135243 -0.0034416 -0.00379549
internal_weight=0 1575.6 1447.77 1380.62 484.93 895.691 601.604 364.474 237.129 445.611 306.51
internal_count=4780 702 658 636 254 382 307 193 114 236 163
is_linear=0
shrinkage=0.06


Tree=266
num_leaves=12
num_cat=0
split_feature=119 144 83 136 129 85 54 28 7 42 98
split_gain=0.12177 0.39371 0.772905 0.661825 0.515033 0.42073 0.431398 0.521427 0.34768 0.339206 0.446289
threshold=0.00087947337306104611 0.00082683752407319855 0.0072436286136507997 0.00068727668258361529 0.0013146653072908523 0.0012357163941487672 0.10522961243987085 0.0012357163941487672 0.00062670491752214741 0.032603342086076743 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 8 7 -7 -3 10 -4
right_child=1 5 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=7.3513453730372392e-05 0.0037821372854743626 -0.00042253035186079116 -0.0050831165544949226 0.00039413873726132088 -0.0068918087492771916 -0.0055430649751871293 0.0037152739230753833 0.00044003525856381519 0.0048786385374498809 -0.0026794975229694025 -0.013705687014823343
leaf_weight=8552.0944104194641 78.774003505706787 72.220038533210754 72.015836954116821 229.09222888946533 41.21025013923645 90.661579251289368 58.844695091247559 124.37463426589966 116.2016224861145 93.637114644050598 30.873654007911682
leaf_count=4351 26 31 46 85 22 58 13 59 40 30 19
internal_value=0 -0.000623763 -0.00171534 -0.002643 -0.000716675 0.000664502 -0.000836822 -0.0020825 0.00284676 -0.00529246 -0.00767046
internal_weight=0 1007.91 545.603 466.829 270.302 462.303 273.881 215.036 188.422 196.527 102.889
internal_count=4780 429 228 202 107 201 130 117 71 95 65
is_linear=0
shrinkage=0.06


Tree=267
num_leaves=12
num_cat=0
split_feature=17 99 20 85 19 82 47 113 140 108 33
split_gain=0.119908 0.520276 0.648709 0.644657 0.550563 0.514416 0.42062 0.434821 0.394198 0.366201 0.732492
threshold=0.011169348377734424 0.004017772153019906 0.00043393640953581786 0.00068727668258361529 0.0072436286136507997 0.00085274505545385193 0.0049928687512874612 0.0011980500421486797 0.0019672545604407792 0.0022975050378590827 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 9 -3 7 -5 -2 -4 -11
right_child=1 3 4 6 -6 -7 -8 -9 -10 10 -12
leaf_value=7.4844764278003884e-05 0.0012443707996538081 0.0032532633854720681 -0.0021835087528977028 -0.0026959622013689286 -0.003526831492918481 -0.0033261771724048873 0.0073121943864957748 0.004914676085898702 -0.0056812377434376721 0.0073721750540301882 6.1834860847415424e-05
leaf_weight=8504.8844434022903 36.007918477058411 63.167008519172668 96.403593182563782 50.127145767211914 141.46454167366028 132.54764604568481 72.288105726242065 58.640493512153625 165.92036509513855 69.720973491668701 168.82783329486847
leaf_count=4198 23 29 65 34 90 78 26 28 104 24 81
internal_value=0 -0.000603295 -0.00159625 0.00118445 -0.000388284 -0.00120266 0.00376482 0.0014072 -0.00444626 0.000937257 0.00219844
internal_weight=0 1055.12 678.345 376.77 476.417 195.715 181.056 108.768 201.928 334.952 238.549
internal_count=4780 582 387 195 260 107 88 62 127 170 105
is_linear=0
shrinkage=0.06


Tree=268
num_leaves=12
num_cat=0
split_feature=43 148 32 66 113 95 150 26 82 32 40
split_gain=0.124465 0.340104 0.540753 0.566381 0.636794 0.523631 0.42177 0.349479 0.389597 0.330564 0.453629
threshold=0.0081988852471113222 0.017188700847327713 0.0023699469165876512 0.00082683752407319855 0.019431582652032379 0.00087947337306104611 0.012252715881913902 0.00093549740267917525 0.011519505176693203 0.0017376682371832433 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -4 -5 8 -3 10 -2
right_child=1 7 5 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00010247901428338469 0.0013269511294161614 0.0049104978112568514 -0.00071888885094531746 -0.006327342280388156 -0.003802135981614049 -0.0094795398709522066 4.5187155667539981e-05 -0.0011664253157744472 0.00037414950587179871 0.0055819265761314673 -0.0040952061252243219
leaf_weight=7810.0279285907745 904.74875330924988 170.45173537731171 62.491191864013672 74.043286919593811 97.891360878944397 40.466366291046143 75.531054615974426 91.541597485542297 113.56642305850983 60.06019401550293 59.18017578125
leaf_count=4071 336 57 31 40 51 29 26 41 43 19 36
internal_value=0 0.000457358 2.01153e-05 0.000358781 0.000821173 -0.00416217 -0.00310938 0.00205751 0.00309661 0.00126315 0.000994059
internal_weight=0 1749.97 1374.41 1271.45 1121.88 102.958 149.574 375.56 284.018 1023.99 963.929
internal_count=4780 709 568 508 442 60 66 141 100 391 372
is_linear=0
shrinkage=0.06


Tree=269
num_leaves=12
num_cat=0
split_feature=79 9 33 34 141 11 19 139 145 124 132
split_gain=0.122436 0.393075 0.310069 0.391072 0.594318 0.392103 0.306474 0.279206 0.378517 0.41531 0.303828
threshold=0.007706565549597145 0.0010263677686452868 0.00042089859198313212 0.0025217677466571335 0.0038949446752667431 0.00044738779251929378 0.086341444402933135 0.00017767510871635753 0.0053125319536775359 0.0015349716995842757 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 8 9 -3 -10
right_child=1 7 6 4 -6 -7 -8 -9 10 -11 -12
leaf_value=9.5968400873886115e-05 -0.0016494199462994716 0.0034270753842760315 -0.0017668477139551925 0.0075123015020919165 -0.0031068257025100719 0.00030649233369778436 0.0037334231655214963 -0.0013658133947429113 0.0019946755373049731 -0.0028271375953690266 0.0084518269208548689
leaf_weight=7968.2808839082718 141.32840728759766 79.245618581771851 885.74325394630432 75.462987422943115 46.276447415351868 42.493816256523132 38.0353684425354 104.17305707931519 54.789795160293579 73.839085340499878 50.331347346305847
leaf_count=3833 100 39 541 31 31 23 17 66 25 55 19
internal_value=0 -0.000480426 -0.000992345 0.000664488 0.00265569 0.00491642 -0.00154038 0.00125622 0.00231407 0.00041041 0.00508632
internal_weight=0 1591.72 1229.34 305.562 164.233 117.957 923.779 362.379 258.206 153.085 105.121
internal_count=4780 947 743 185 85 54 558 204 138 94 44
is_linear=0
shrinkage=0.06


Tree=270
num_leaves=12
num_cat=0
split_feature=49 39 140 58 77 49 106 65 111 11 103
split_gain=0.122288 0.658683 0.359827 0.502535 0.474 0.347124 0.903563 0.375956 0.348219 0.289903 0.495449
threshold=0.0011615398107096555 0.0019071503775194289 0.013860232196748258 0.001792412775103003 0.0030382014811038975 0.000490355829242617 0.013439828064292671 0.0005375427135732026 0.00037263428384903824 0.0019071503775194289 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 9 -8 -1 -7 -11
right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=0.00012316119840948513 7.5409349437451369e-05 -0.00078771269018740808 -0.0025295390970831032 0.0026351718726206948 0.0084486264609207433 -0.0026160061508136408 -0.0033501843549178976 -0.010426011569799491 -0.0017890088795503494 0.0021114651386884902 -0.0025747900921860149
leaf_weight=7745.0035914182663 112.48220324516296 470.60200524330139 43.169632911682129 121.33588695526123 86.47540020942688 147.13848841190338 63.842825174331665 46.884196877479553 358.72755146026611 242.12723636627197 122.21104991436005
leaf_count=3702 75 306 21 44 32 102 27 34 234 128 75
internal_value=0 0.000694098 0.00261271 0.00330579 0.00505429 -6.63451e-05 -0.00143207 -0.00634624 3.85152e-05 -0.000368227 0.000539541
internal_weight=0 834.065 363.463 320.293 207.811 8725.93 622.204 110.727 8103.73 511.477 364.338
internal_count=4780 478 172 151 76 4302 366 61 3936 305 203
is_linear=0
shrinkage=0.06


Tree=271
num_leaves=12
num_cat=0
split_feature=8 112 8 45 76 118 71 78 19 65 129
split_gain=0.132603 0.4008 0.583726 0.589731 0.500618 0.602225 0.65953 0.622879 0.608253 0.575331 0.614033
threshold=0.0044099434744566688 0.00082683752407319855 0.0060143163427710542 0.0058306583669036635 0.0003614811430452392 0.0012745757703669371 0.037906534969806678 0.0079489401541650313 0.0046923852059990176 0.021960759535431865 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 -7 -8 -2 10 -6
right_child=1 2 -4 -5 9 6 7 -9 -10 -11 -12
leaf_value=-0.00017884826891783023 0.0013337687410732591 0.0050367113576745733 0.0003485873554233556 -8.2343537307439082e-05 0.0007328437960122514 0.00082169579510392692 0.0017054421571207953 0.010018237069616605 -0.0018139058983990225 0.004785844780901374 -0.003240744762867136
leaf_weight=5827.2246264219284 350.28712618350983 227.60446119308472 926.76386833190918 125.79433476924896 203.82445442676544 673.27902793884277 71.544221878051758 59.384377360343933 598.8273378610611 48.371964573860168 447.09426724910736
leaf_count=2837 187 99 434 50 83 378 33 21 368 20 270
internal_value=0 0.000279199 0.00113976 0.00321455 -0.000169977 0.000371385 0.00157941 0.00547582 -0.000652202 -0.00152733 -0.00199648
internal_weight=0 3732.78 1280.16 353.399 2452.61 1753.32 804.208 130.929 949.114 699.291 650.919
internal_count=4780 1943 583 149 1360 987 432 54 555 373 353
is_linear=0
shrinkage=0.06


Tree=272
num_leaves=12
num_cat=0
split_feature=99 148 70 88 8 141 37 71 38 150 142
split_gain=0.118131 0.545063 0.323493 0.21846 0.16307 0.57195 0.475137 0.36464 0.551031 0.401903 0.397054
threshold=0.11759182065725328 0.0005893622583243997 0.00093549740267917525 0.00017767510871635753 0.000490355829242617 0.0044099434744566688 0.00050559637020342063 0.00099512818269431613 0.00044738779251929378 0.0011615398107096555 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 9 10 -1 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00098674560067553516 0.0062252648009647471 -0.0062234228263891639 0.0022589801448309492 -0.00020511642360853679 6.6746429518757652e-05 -0.0042604534450334805 -0.0028583339110814349 -0.0021731084032584891 -0.0053385888155297791 0.0065143760036929258 0.0012452077573095804
leaf_weight=232.67065846920013 60.667943477630615 39.858616828918457 84.516017436981201 47.696147918701172 8047.0986782312393 141.46454167366028 201.52473568916321 177.34118103981018 73.367470264434814 59.452444553375244 394.341632604599
leaf_count=108 22 26 33 22 4094 90 109 75 42 16 143
internal_value=0 0.0013352 -0.000388911 -0.0029449 -3.33167e-05 -0.000662313 -0.000215304 0.000353039 -0.000443412 0.00211172 0.000184815
internal_weight=0 232.739 172.071 87.5548 9327.26 1280.16 1138.7 937.173 645.05 292.123 571.683
internal_count=4780 103 81 48 4677 583 493 384 260 124 218
is_linear=0
shrinkage=0.06


Tree=273
num_leaves=12
num_cat=0
split_feature=148 19 4 110 106 133 22 66 43 68 109
split_gain=0.131062 0.421486 0.306239 0.258186 0.306055 0.410031 0.295248 0.284415 0.490675 0.410416 0.15975
threshold=0.041476719081401832 0.02129978779703379 0.00060774214216507982 0.011519505176693203 0.0026012937305495147 0.013860232196748258 0.0013146653072908523 0.00017767510871635753 0.00039601318712811922 0.0079489401541650313 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 6 7 -2 8 -6 -9 -1
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-7.0127139805599702e-06 -0.0023911724797903208 0.0062663845428634068 0.00022819519636068863 -0.0039799328399155514 0.007756419205931897 -0.0035607112913577828 0.0024989013676406492 0.002927110725461072 0.0014894704898247332 -0.0050304998979929863 -0.00119190739236232
leaf_weight=8376.3819867372513 177.94407522678375 77.490437388420105 49.58746349811554 50.802962422370911 71.68035626411438 46.952264070510864 59.248242974281311 60.531809091567993 120.72813749313354 37.967301249504089 430.68503177165985
leaf_count=4204 126 25 26 32 23 29 31 32 41 22 189
internal_value=0 0.000759799 0.0039102 0.000120119 0.000482338 0.00164213 -0.00116968 0.00248186 0.00382418 -0.000140216 -6.49567e-05
internal_weight=0 752.933 127.078 625.855 575.052 337.86 237.192 290.908 192.408 98.4991 8807.07
internal_count=4780 387 51 336 304 147 157 118 64 54 4393
is_linear=0
shrinkage=0.06


Tree=274
num_leaves=12
num_cat=0
split_feature=21 114 61 143 11 143 40 100 34 148 7
split_gain=0.122259 0.413273 0.339871 0.712591 0.390475 0.371103 0.328423 0.310416 0.332884 0.34409 0.31347
threshold=0.0037758676335215573 0.017188700847327713 0.00064626874518580746 0.0070226341485977182 0.0022272822679951791 0.0021592099219560628 0.0027679565828293566 0.0016331639490090313 0.0068083447404205808 0.00244467705488205 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 9 -4 -9
right_child=1 -3 7 6 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00014339731409763432 0.00248378243058956 -0.0044105732082967801 0.0023407904881620157 0.00077866051657899435 0.00028083827958318017 0.0081317235808418976 -0.0063970514671018146 -0.00084120696392691338 0.0043824220051028248 -0.002479804613887247 0.00059400835529388029
leaf_weight=6608.4253556728363 77.490437388420105 64.990256905555725 138.97033190727234 55.465611815452576 72.895855188369751 91.138049602508545 39.18280017375946 1021.762326836586 122.01170361042023 86.47540020942688 1181.1919388771057
leaf_count=3625 25 38 35 23 29 23 28 364 42 32 516
internal_value=0 0.000321059 0.00042759 0.00222084 0.00395012 0.00553631 -0.00219196 0.00019122 0.00185797 0.00049173 -7.16654e-05
internal_weight=0 2951.57 2886.58 336.173 241.524 168.628 94.6484 2550.41 347.457 225.446 2202.95
internal_count=4780 1155 1117 128 77 48 51 989 109 67 880
is_linear=0
shrinkage=0.06


Tree=275
num_leaves=12
num_cat=0
split_feature=86 86 42 61 4 66 58 18 35 100 134
split_gain=0.120885 0.419951 0.451043 0.625613 0.629077 0.574527 0.440959 0.39779 0.560669 0.500474 0.392151
threshold=0.0005375427135732026 0.00066645268816500913 0.0058306583669036635 0.0019071503775194289 0.00068727668258361529 0.00087947337306104611 0.0031340263085439806 0.0037758676335215573 0.016164712607860569 0.0058306583669036635 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 -5 -4 -2 -3 9 -9 -1
right_child=1 7 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-9.3014203509749459e-05 -0.0023789524901678331 0.0003912270407126403 -0.003697018828800813 0.011603961370390572 0.0031325515115013204 0.0044467484443790851 0.0039648021418369154 -0.00090121360718114672 0.0045464785352990799 -0.0052705484499630199 -0.0041086639279470441
leaf_weight=6356.4184790849686 77.825918078422546 2157.7912631034851 87.554764747619629 51.614913463592529 81.205001354217529 48.440031766891479 79.989502429962158 350.35033810138702 50.871029615402222 129.16856276988983 88.770263671875
leaf_count=2984 48 1196 48 20 38 15 32 230 27 88 54
internal_value=0 0.000306909 0.0020557 0.00339021 0.00642461 -0.000796288 0.00083641 2.93658e-05 -0.0014428 -0.00207819 -0.000148322
internal_weight=0 3114.81 426.63 290.635 132.82 135.995 157.815 2688.18 530.39 479.519 6445.19
internal_count=4780 1742 201 138 58 63 80 1541 345 318 3038
is_linear=0
shrinkage=0.06


Tree=276
num_leaves=12
num_cat=0
split_feature=82 66 98 124 141 100 31 47 97 40 105
split_gain=0.116436 0.326444 0.320278 0.343097 0.319556 0.483168 0.548139 0.476236 0.617735 0.659323 0.677268
threshold=0.00055427959887310873 0.0044099434744566688 0.034632634371519096 0.000490355829242617 0.00085274505545385193 0.0033348383149132137 0.00082683752407319855 0.0032328735105693345 0.00073092587990686308 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -6 9 -9 -11
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=0.00092527257516481355 -0.00014576444985455066 0.003816163243544269 0.0046803759148043222 -0.00090687904093764713 -0.0009350708859694768 -0.0038687758305614799 0.0011419536149081162 -0.0017305825937202787 -0.0019685729012887941 0.0089369439861764401 0.0022801135730598173
leaf_weight=972.09708559513092 6439.5002301931381 92.285481333732605 111.67510747909546 61.275692939758301 804.80566608905792 259.42134535312653 112.75447201728821 119.7800520658493 168.62363171577454 65.194458484649658 352.58684492111206
leaf_count=439 3170 34 39 25 531 144 55 63 96 23 161
internal_value=0 0.000300801 0.00019367 0.00270084 4.18041e-05 -0.000414245 -0.00235072 6.27335e-05 0.00119988 0.00219377 0.00331891
internal_weight=0 3120.5 3028.21 172.951 2855.26 1883.17 372.176 1510.99 706.185 537.561 417.781
internal_count=4780 1610 1576 64 1512 1073 199 874 343 247 184
is_linear=0
shrinkage=0.06


Tree=277
num_leaves=12
num_cat=0
split_feature=130 86 78 135 28 34 21 45 58 148 54
split_gain=0.12244 0.365067 0.394713 0.300526 0.281164 0.400577 0.173095 0.404403 0.410816 0.593126 0.408222
threshold=0.0010585968848317864 0.0012745757703669371 0.0019071503775194289 0.0020932231564074759 0.0053125319536775359 0.010180860292166473 0.0092791137285530585 0.0045489775948226461 0.011519505176693203 0.013032016810029747 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 -1 -8 10 -10 -9
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00014656931525212181 -0.0030592343322584578 0.0076231984317493302 0.0010791596179842817 -0.0019875090757782163 -0.00027030169011296821 0.00783239918895977 0.0041202414386148443 -0.0017004594110029908 -0.0037757615946889711 0.0012939979955899977 0.0017617477365010879
leaf_weight=7954.3999384641647 66.205755829811096 37.427618980407715 71.408087491989136 82.892115354537964 92.552894830703735 56.749177932739258 108.50022578239441 154.03278934955597 182.61157989501953 152.41374254226685 600.80614173412323
leaf_count=4138 44 14 43 57 62 24 34 72 69 48 175
internal_value=0 0.00101798 0.0018095 0.0010928 0.00224967 0.00406955 -4.5293e-05 0.00062695 0.000279179 -0.00146937 0.00105525
internal_weight=0 407.236 341.03 303.602 220.71 128.157 9152.76 1198.36 1089.86 335.025 754.839
internal_count=4780 244 200 186 129 67 4536 398 364 117 247
is_linear=0
shrinkage=0.06


Tree=278
num_leaves=12
num_cat=0
split_feature=133 58 8 29 136 83 95 35 11 150 75
split_gain=0.117478 0.402285 0.611432 0.604522 0.409675 0.503009 0.504692 0.803251 0.44956 0.546059 0.513347
threshold=0.002945306478068233 0.0053125319536775359 0.0031340263085439806 0.0017376682371832433 0.0036604277556762104 0.030689206905663017 0.0011261500185355546 0.0037758676335215573 0.027182282879948619 0.007706565549597145 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 9 10 -3
right_child=1 4 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0002431062633384427 0.00069120400039103394 -0.0020892924166274768 -8.8812949340192073e-05 -0.0028184752579554296 -0.003506459302465187 -0.0033645974044920683 0.0040039288167867254 0.0054363532609030566 0.0055183362968161571 0.0016954579244524044 0.00043561960402474812
leaf_weight=4092.5482774972916 238.07233643531799 539.04426789283752 2329.9933243989944 685.09853649139404 90.729646444320679 104.44532585144043 273.07381284236908 58.100811243057251 54.182045698165894 467.57296848297119 627.13871490955353
leaf_count=1862 140 281 1315 415 53 46 94 20 22 195 337
internal_value=0 -0.000181972 -0.000606582 -0.00191338 0.000441851 0.000610544 0.00242828 -0.000218768 0.000141426 -3.68947e-05 -0.000731469
internal_weight=0 5467.45 3253.16 923.171 2214.29 2123.56 435.62 162.546 1687.94 1633.76 1166.18
internal_count=4780 2918 1870 555 1048 995 160 66 835 813 618
is_linear=0
shrinkage=0.06


Tree=279
num_leaves=12
num_cat=0
split_feature=79 118 26 148 59 149 51 119 0 43 106
split_gain=0.113358 0.352235 0.267883 0.311353 0.374217 0.295893 0.435371 0.372821 0.29901 0.511941 0.267048
threshold=0.007706565549597145 0.099488973617553725 0.00099512818269431613 0.014740333426743748 0.0044099434744566688 0.0011980500421486797 0.0049928687512874612 0.00073092587990686308 0.013439828064292671 0.0081988852471113222 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 10 -2 -8 -10 -7
right_child=2 -3 3 4 -6 6 8 -9 9 -11 -12
leaf_value=0.00013723368557284825 0.00037768540659812138 -0.0034525564275582443 -0.0013767233028293775 0.00091832230593452192 0.0079009734274032191 -0.0042076060022699967 -0.0020268525192503662 -0.0047628298376291801 -0.00047491654340778782 0.007213790780903874 -0.00018053102033544857
leaf_weight=7868.6343418359756 730.69916725158691 99.646542072296143 75.258785843849182 72.82778799533844 44.521266222000122 247.39277994632721 140.24904274940491 54.585593581199646 103.63337481021881 44.589333415031433 77.962052464485168
leaf_count=3768 448 65 46 34 17 170 84 40 58 12 38
internal_value=0 9.23419e-05 -0.000462271 0.0016356 0.00356748 -0.000751074 -0.001738 2.03652e-05 -4.09857e-05 0.00183805 -0.00324263
internal_weight=0 7968.28 1591.72 192.608 117.349 1399.11 613.827 785.285 288.472 148.223 325.355
internal_count=4780 3833 947 97 51 850 362 488 154 70 208
is_linear=0
shrinkage=0.06


Tree=280
num_leaves=12
num_cat=0
split_feature=109 44 0 121 140 68 42 93 22 50 77
split_gain=0.125179 0.377173 0.72775 0.710938 0.338179 0.589824 0.718449 1.04924 0.896148 0.580578 0.87937
threshold=0.0058306583669036635 0.00044738779251929378 0.019431582652032379 0.00087947337306104611 0.011880517937242987 0.099488973617553725 0.0058306583669036635 0.0038949446752667431 0.00052132029668428015 0.12767273932695392 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 -9 -6 -11
right_child=1 -3 -4 -5 9 -7 7 8 -10 10 -12
leaf_value=0.00025566834566157826 -0.0054424075210812804 -5.6685734148009221e-05 0.0031282183286213479 0.00091562449211850727 0.0016013812185835734 0.004957319419637605 -0.0040037539624927908 -0.0017121132734822593 0.0056632522598718833 0.00095798986914421658 -0.0094400787038667455
leaf_weight=2428.6820704936981 198.82146906852722 4894.5291084051132 77.354303002357483 92.893230795860291 1019.3896856307983 81.477270126342773 381.22884738445282 163.82970321178436 92.961297988891602 83.840200781822205 44.992881298065186
leaf_count=1498 117 2267 35 37 443 18 201 67 32 35 30
internal_value=0 -0.000196155 -0.00204577 -0.00341776 0.000240313 -8.11683e-05 -0.000215033 -0.0020068 0.000957854 0.00112175 -0.00267337
internal_weight=0 5263.6 369.069 291.715 4296.4 3148.18 3066.7 638.02 256.791 1148.22 128.833
internal_count=4780 2456 189 154 2324 1816 1798 300 99 508 65
is_linear=0
shrinkage=0.06


Tree=281
num_leaves=12
num_cat=0
split_feature=25 147 54 4 105 122 99 117 115 11 85
split_gain=0.118505 0.552301 0.424638 0.838692 0.487403 0.611622 0.958463 0.5842 0.457171 0.436549 0.644967
threshold=0.0012745757703669371 0.00017767510871635753 0.0098710241727530974 0.0021592099219560628 0.00017767510871635753 0.0026833302108570938 0.017188700847327713 0.034632634371519096 0.0010263677686452868 0.00057154725072905432 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -3 6 -6 -8 -7 -4 -11
right_child=-2 2 3 -5 5 8 7 -9 -10 10 -12
leaf_value=0.00058907350070299292 0.00021256592297666884 -0.0039458577956847521 0.0011147340301402785 0.0038887411978739922 -0.00089056138703794249 0.0051381089193080235 -0.0038080527217501125 -0.012678654413511167 -0.00020931064617043957 -0.00075002633874684827 -0.0065847507634715719
leaf_weight=1890.3573167324066 4750.2495354413986 218.00689363479614 348.80906903743744 185.45098090171814 1241.2375670671463 93.637114644050598 98.970725417137146 36.615667939186096 149.3701399564743 467.44168937206268 79.853368043899536
leaf_count=783 2622 137 105 51 679 30 67 26 81 157 42
internal_value=0 -0.000209936 -0.000727309 0.000215978 -0.00128243 -0.000923966 -0.00141378 -0.0062036 0.00185119 -0.000544109 -0.00160134
internal_weight=0 4809.75 2919.39 1081.56 1837.84 1619.83 1376.82 135.586 243.007 896.104 547.295
internal_count=4780 2158 1375 355 1020 883 772 93 111 304 199
is_linear=0
shrinkage=0.06


Tree=282
num_leaves=12
num_cat=0
split_feature=141 106 69 43 107 145 20 117 140 60 142
split_gain=0.116429 0.583942 0.40994 0.51627 0.316533 0.459691 0.523683 0.488674 0.416428 0.396474 0.366493
threshold=0.00046126570669002836 0.00017767510871635753 0.00747153488919139 0.0019672545604407792 0.0079489401541650313 0.0045489775948226461 0.00038414125447161501 0.019431582652032379 0.05109804309904576 0.00039601318712811922 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 10 -8 -6 -7 -3
right_child=-2 2 3 -5 8 9 7 -9 -10 -11 -12
leaf_value=0.0022300000489394274 9.3015331531642894e-05 -0.003825747340525704 0.0057276233802404271 -0.0016882216569067609 -0.00092741188737127428 0.00098627594028213102 -0.0032190143325839934 0.0024014191695558625 0.0038067222502969188 -0.0044083257404514513 -0.009269863476549442
leaf_weight=243.54693686962128 7984.4032847881317 164.70486617088318 70.328722953796387 65.058324098587036 350.02456796169281 227.94479715824127 163.28516566753387 84.516017436981201 82.692769050598145 62.491191864013672 61.003424167633057
leaf_count=119 4078 98 27 33 111 74 107 33 24 31 45
internal_value=0 -0.000471359 -0.000965265 0.00216404 -0.00131931 -0.00205373 -0.00320642 -0.00130209 -2.27135e-05 -0.000174445 -0.00529716
internal_weight=0 1575.6 1332.05 135.387 1196.66 763.945 473.509 247.801 432.717 290.436 225.708
internal_count=4780 702 583 60 523 388 283 140 135 105 143
is_linear=0
shrinkage=0.06


Tree=283
num_leaves=12
num_cat=0
split_feature=49 39 125 129 49 76 98 98 24 86 92
split_gain=0.118738 0.550898 0.373305 0.333641 0.288749 0.642427 0.466355 0.50325 0.36487 0.299912 0.791064
threshold=0.0011615398107096555 0.0019071503775194289 0.0066005610860884198 0.0028552538715302949 0.00040826165059115743 0.0019071503775194289 0.010180860292166473 0.0026833302108570938 0.0054799309000372895 0.00017767510871635753 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 8 7 -7 9 10 -6
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=4.3831173262134133e-05 0.0017263742805508429 -0.0032325700135611519 0.0076302255564113007 0.00032524483009089698 0.0050441622314505051 -0.0065329551055176415 -0.009745863897201331 0.0021368865795881931 -0.0030221424316672109 -0.00063316343255794439 -0.0040446755772598668
leaf_weight=7931.8645622730255 319.61767375469208 131.80376219749451 43.845449566841125 338.79824304580688 121.26781976222992 50.871029615402222 46.344514608383179 45.804832339286804 143.96360671520233 337.65081131458282 48.167762994766235
leaf_count=3840 153 85 19 221 49 27 26 18 97 210 35
internal_value=0 0.000683949 0.00243857 -0.000671209 -6.5375e-05 -0.00115622 -0.0047974 -0.0024252 -0.00035634 0.000400491 0.00246035
internal_weight=0 834.065 363.463 470.602 8725.93 794.07 143.02 96.6759 651.05 507.086 169.436
internal_count=4780 478 172 306 4302 462 71 45 391 294 84
is_linear=0
shrinkage=0.06


Tree=284
num_leaves=12
num_cat=0
split_feature=30 144 31 9 27 28 33 26 49 9 15
split_gain=0.118167 0.514904 0.80459 0.493538 0.47713 0.520038 0.690832 0.432175 0.383329 0.489749 0.378944
threshold=0.0014881226234138014 0.0013146653072908523 0.00093549740267917525 0.0035485138650983576 0.0026012937305495147 0.0013986918493174019 0.0036604277556762104 0.00066645268816500913 0.0012745757703669371 0.0005375427135732026 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 -2 5 6 -4 -5 -1 -10 -3
right_child=3 2 4 7 -6 -7 -8 -9 9 -11 -12
leaf_value=2.1052292899037182e-05 0.00016748901166531893 0.0012595284782055544 -0.0043540124613772125 0.0010457113252966927 0.0024490232177129035 -0.0074699220159284091 0.0026240377304568479 0.0090995384486436629 0.0058266796503022933 -0.00064192266441768836 -0.0030000292156473927
leaf_weight=5034.9191408157349 3011.6495656967163 84.987632513046265 82.960182547569275 56.00529408454895 251.85608303546906 40.466366291046143 132.88798201084137 41.954133987426758 93.637114644050598 76.610419154167175 652.06615340709686
leaf_count=2293 1697 46 52 31 128 29 53 15 30 42 364
internal_value=0 -0.000146464 -0.00124247 0.000303815 0.000594317 -0.00122813 -5.79416e-05 0.00449501 0.000115733 0.00291585 -0.00250887
internal_weight=0 6450.39 1245.22 3109.61 508.171 256.315 215.848 97.9594 5205.17 170.248 737.054
internal_count=4780 3037 672 1743 262 134 105 46 2365 72 410
is_linear=0
shrinkage=0.06


Tree=285
num_leaves=12
num_cat=0
split_feature=142 143 45 69 85 106 148 102 141 98 145
split_gain=0.115759 0.364588 0.359452 0.622991 0.712754 0.654876 0.618645 0.586532 0.574236 0.542038 0.481031
threshold=0.0049928687512874612 0.0063990866765379914 0.0035485138650983576 0.00099512818269431613 0.002945306478068233 0.024810968898236755 0.027182282879948619 0.00042089859198313212 0.0013986918493174019 0.00080172589514404546 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 5 6 -5 9 -7 -4 -9
right_child=2 -3 3 4 -6 8 -8 10 -10 -11 -12
leaf_value=-2.0275304841954761e-05 0.00086201971630381498 -0.0016724382700240589 -0.0005527223355993652 -0.0002354543333957717 -0.0027030649116143069 -0.00075590113988774539 0.0034145523896691801 0.003718019774618388 0.0065712672620822079 -0.0092045913877645963 -0.0013658915982056898
leaf_weight=4809.9304579496384 1848.5831079483032 534.24548411369324 44.453199028968811 826.30537521839142 209.02193081378937 54.85786235332489 209.56646835803986 73.503604650497437 129.17341804504395 63.030874133110046 757.32828557491302
leaf_count=2383 993 300 22 381 130 20 90 32 40 39 350
internal_value=0 -0.000185438 0.00023507 -0.000254516 0.000534237 0.00108893 0.000502976 -0.00145568 0.00438711 -0.00562636 -0.000916119
internal_weight=0 5344.18 4215.82 2367.24 1428.93 1219.9 1035.87 938.316 184.031 107.484 830.832
internal_count=4780 2683 2097 1104 661 531 471 443 60 61 382
is_linear=0
shrinkage=0.06


Tree=286
num_leaves=12
num_cat=0
split_feature=103 95 70 31 60 146 4 115 61 101 97
split_gain=0.116136 0.468385 0.535804 0.463101 0.519307 0.486997 0.434695 0.416465 0.462774 0.365176 0.407099
threshold=0.00066645268816500913 0.00039601318712811922 0.00073092587990686308 0.0081988852471113222 0.002945306478068233 0.0012745757703669371 0.0010585968848317864 0.0010263677686452868 0.00075379351619631063 0.010829726699739696 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -7 -3 -9 10 -8
right_child=1 2 3 -5 -6 6 9 8 -10 -11 -12
leaf_value=9.920766909620211e-05 -0.0024410675367767813 0.0040341039262428357 0.0045205387012283152 0.0021641788121851495 -0.0037483542689620499 0.00092363511975199057 -0.0043303345569550393 -0.0055892177225735336 0.00193257660473836 0.0024732287007035265 0.0006943976586427016
leaf_weight=7803.7607982158661 339.88246285915375 185.9225959777832 66.546091794967651 181.66349446773529 212.73649477958679 272.80154407024384 226.65637576580048 41.749932408332825 99.918810844421387 50.331347346305847 78.030119657516479
leaf_count=3912 189 64 19 91 143 114 121 30 45 19 33
internal_value=0 -0.000440824 3.91731e-05 -0.000600955 -0.00115472 -0.000360098 -0.000877424 0.00216667 -0.000284104 -0.00226139 -0.0030435
internal_weight=0 1756.24 1416.36 1088.77 907.102 694.365 627.819 327.591 141.669 355.018 304.686
internal_count=4780 868 679 540 449 306 287 139 75 173 154
is_linear=0
shrinkage=0.06


Tree=287
num_leaves=12
num_cat=0
split_feature=133 105 7 109 58 142 91 34 101 118 82
split_gain=0.112583 0.392406 0.441136 0.398588 0.366584 0.639623 0.650823 0.655254 0.78448 0.500813 0.480357
threshold=0.0042751494329422721 0.0041444667149335155 0.002945306478068233 0.011519505176693203 0.0053125319536775359 0.0020932231564074759 0.0042751494329422721 0.011519505176693203 0.010829726699739696 0.00017767510871635753 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 -6 7 8 -7 -9 -2
right_child=4 2 -4 -5 5 6 -8 9 -10 -11 -12
leaf_value=0.00031587618533562969 0.00034935578263822184 -0.0016195458709718333 0.00042301029106389481 -0.0079709150639176943 -0.0012601167207856633 -0.00031387963837703508 -0.00079126383592398525 0.00089638899354079588 0.0054172863490505718 0.0061569233674341698 -0.0013144064661932315
leaf_weight=4894.0574933290482 1018.8354375362396 85.055699706077576 141.6006760597229 61.139558553695679 542.21914958953857 406.56468904018402 390.28187739849091 96.743929147720337 109.03990805149078 199.50214099884033 1614.9595087766647
leaf_count=2254 579 41 80 35 286 198 203 40 42 67 955
internal_value=0 0.000189261 -0.00196386 -0.00427572 -0.000224005 0.000450627 0.00122225 0.00219022 0.000898146 0.00443901 -0.00067081
internal_weight=0 5181.85 287.796 146.195 4378.15 1744.35 1202.13 811.851 515.605 296.246 2633.79
internal_count=4780 2410 156 76 2370 836 550 347 240 107 1534
is_linear=0
shrinkage=0.06


Tree=288
num_leaves=12
num_cat=0
split_feature=28 61 95 98 1 1 53 95 93 113 7
split_gain=0.111781 0.353889 0.660028 0.465916 0.483447 0.484179 0.330691 0.707575 0.731952 0.509426 0.796235
threshold=0.00096484774257987748 0.00017767510871635753 0.00066645268816500913 0.0011261500185355546 0.00082683752407319855 0.0032328735105693345 0.013032016810029747 0.0072436286136507997 0.0038949446752667431 0.00068727668258361529 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -3 8 9 10 -8
right_child=1 6 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00016550148959283023 -0.0010016831946288421 -0.00030201724689985589 -0.00050332251624795872 0.0092530026398067854 -0.0023607011002760685 0.0050227925899312279 -0.0064086207484952582 -0.0030709646295524482 -0.0018637125947945611 0.0040113220479846027 0.0048353249593968677
leaf_weight=5791.4306200742722 195.37431859970093 2521.8524253368378 79.785300850868225 63.910892367362976 43.101565718650818 123.83495199680328 46.952264070510864 120.31973433494568 139.84549486637115 389.74705040454865 43.845449566841125
leaf_count=2703 132 1467 47 22 26 51 29 71 66 147 19
internal_value=0 0.000254338 0.00173072 0.00344927 0.00481537 0.00311644 2.53593e-05 0.00113996 0.00195663 0.00306841 -0.000979014
internal_weight=0 3768.57 506.007 310.633 230.847 166.937 3262.56 740.71 620.39 480.545 90.7977
internal_count=4780 2077 278 146 99 77 1799 332 261 195 48
is_linear=0
shrinkage=0.06


Tree=289
num_leaves=12
num_cat=0
split_feature=109 83 24 40 78 24 58 15 116 51 80
split_gain=0.11598 0.355759 0.592084 0.548203 0.536277 0.397018 0.721073 0.399322 0.36466 0.337157 0.44601
threshold=0.0058306583669036635 0.023343417793512348 0.0032328735105693345 0.0048403022810816774 0.0036604277556762104 0.00047558375808876013 0.0013560238294303419 0.034632634371519096 0.0019672545604407792 0.020658296532928947 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -4 7 -7 -3 -8 10 -1
right_child=-2 2 4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.00032618708673521832 -0.00018880962017491198 -0.0047137012123832159 0.0072292384278321376 -0.0034047685429339481 0.00084526769146173652 0.0083734936893246122 0.0035064405178170679 0.001563557017823593 -0.001987742527948038 -0.0023975358575278496 -0.0023116524062610296
leaf_weight=3157.3732088804245 5263.5981112718582 61.139558553695679 103.97371077537537 107.41600596904755 87.015082478523254 64.586709022521973 93.637114644050598 90.462232947349548 81.205001354217529 200.64471745491028 248.94861483573914
leaf_count=1760 2456 35 33 66 40 20 30 25 38 126 151
internal_value=0 0.000231314 0.00148014 0.000391732 0.00432068 0.00143463 0.00295593 -0.000968001 0.00095468 -7.38604e-06 0.000133402
internal_weight=0 4296.4 689.435 498.447 190.989 391.031 239.429 151.602 174.842 3606.97 3406.32
internal_count=4780 2324 287 214 73 148 88 60 68 2037 1911
is_linear=0
shrinkage=0.06


Tree=290
num_leaves=12
num_cat=0
split_feature=8 110 110 93 37 23 80 77 116 96 89
split_gain=0.116314 0.394987 0.598577 0.635472 0.338793 0.451481 0.33651 0.649634 0.416465 0.382293 0.335124
threshold=0.000490355829242617 0.13479631394147876 0.00899649551138282 0.0020292587578296666 0.00050559637020342063 0.094028618186712279 0.0010585968848317864 0.0026833302108570938 0.0026833302108570938 0.0018488886416889729 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 9 8 -8 -1 -6
right_child=-2 -3 3 -5 10 -7 7 -9 -10 -11 -12
leaf_value=-0.0012396121934752807 8.2890631235798496e-05 0.0031443316046960677 0.00032110825968994057 -0.010411476864204601 -0.0043489567824190013 -0.0049980335917537942 0.0042182552020257379 -0.0035467896697855572 -0.0010648388464055724 0.004165423213678833 0.0007368143633682988
leaf_weight=430.41276299953461 8263.6907266378403 97.487812995910645 34.79241955280304 46.276447415351868 139.03354382514954 59.924059629440308 227.4051148891449 67.557389140129089 70.328722953796387 52.898479580879211 70.192588567733765
leaf_count=209 4192 33 17 31 78 29 66 40 27 21 37
internal_value=0 -0.00052841 -0.000827076 -0.00580536 -0.000466009 3.52762e-05 0.000390703 0.00176504 0.00297032 -0.00064803 -0.00264275
internal_weight=0 1296.31 1198.82 81.0689 1117.75 908.527 848.602 365.291 297.734 483.311 209.226
internal_count=4780 588 555 48 507 392 363 133 93 230 115
is_linear=0
shrinkage=0.06


Tree=291
num_leaves=12
num_cat=0
split_feature=125 98 93 142 122 1 27 1 11 4 52
split_gain=0.109762 0.631143 0.295623 0.152403 0.532038 0.669815 0.595472 0.78145 0.287505 0.571225 0.465002
threshold=0.086341444402933135 0.0044099434744566688 0.00017767510871635753 0.036783467978239066 0.0005375427135732026 0.0027679565828293566 0.0022975050378590827 0.00062670491752214741 0.064669914543628707 0.0019672545604407792 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 6 -6 -5 -8 -1 10 -10
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=-2.626696634236937e-05 0.0023852092914638206 0.0071585292699874407 -0.0028956488195989128 -0.0047722414049423487 -0.0024115677910127786 0.0066103728338872021 0.0054940066706052624 -0.0046224457249490081 -0.0050555253775375142 0.0058101191657824918 0.0040029333702928764
leaf_weight=8780.1801972389221 68.909022450447083 51.007164001464844 85.527314782142639 173.62176179885864 57.896609663963318 60.667943477630615 59.992126822471619 50.7348952293396 46.952264070510864 88.434782981872559 36.075985670089722
leaf_count=4367 36 17 54 110 35 22 24 37 29 31 18
internal_value=0 0.00137187 -0.000539346 -3.01288e-05 -0.00117164 0.00220484 -0.00257953 0.000858669 2.12508e-05 0.00245451 -0.0011196
internal_weight=0 205.444 154.436 9354.56 402.913 118.565 284.349 110.727 8951.64 171.463 83.0282
internal_count=4780 107 90 4673 228 57 171 61 4445 78 47
is_linear=0
shrinkage=0.06


Tree=292
num_leaves=12
num_cat=0
split_feature=83 40 108 75 140 101 91 109 109 69 11
split_gain=0.114393 0.518263 0.442519 0.611898 0.458343 0.601984 0.392236 0.657114 0.405773 0.883262 0.762245
threshold=0.014740333426743748 0.0066005610860884198 0.007706565549597145 0.0054799309000372895 0.01884530205279589 0.0035485138650983576 0.020035739988088611 0.037906534969806678 0.00099512818269431613 0.0011261500185355546 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -4 -6 7 8 -2 -10 -11
right_child=1 2 4 -5 5 -7 -8 -9 9 10 -12
leaf_value=0.00017603112443332112 0.0046196841903186859 -0.0036676964394849517 -0.0023714749475099678 0.0011035019911727613 -0.0011067747500334117 0.0055714331243490577 0.0050598376970437372 -0.0026270959091556851 -0.00063584933802650562 -0.0037813450208041871 0.0021396643394835141
leaf_weight=5560.2720990180969 76.814620733261108 423.17812609672546 145.38330721855164 125.45399880409241 101.81012642383575 92.961297988891602 56.817245125770569 302.25549757480621 1689.7758111953735 85.731516361236572 899.54642164707184
leaf_count=3008 27 264 88 75 49 32 19 142 700 39 337
internal_value=0 -0.000244712 -0.0015225 -0.00257668 0.000177784 0.00208063 0.000120348 2.84564e-05 0.000320133 0.00019667 0.00162446
internal_weight=0 3999.73 888.787 548.632 340.155 194.771 3110.94 3054.12 2751.87 2675.05 985.278
internal_count=4780 1772 508 339 169 81 1264 1245 1103 1076 376
is_linear=0
shrinkage=0.06


Tree=293
num_leaves=12
num_cat=0
split_feature=137 86 125 77 129 23 52 94 21 104 36
split_gain=0.111319 0.334774 0.552251 0.541305 0.516605 0.478599 0.791328 0.464214 0.583464 0.749141 0.540672
threshold=0.00017767510871635753 0.0005375427135732026 0.012252715881913902 0.00096484774257987748 0.00017767510871635753 0.015675474889576439 0.00096484774257987748 0.00093549740267917525 0.0037758676335215573 0.012636432424187662 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -5 6 -4 -2 9 10 -9
right_child=1 2 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00016811718319798344 0.00045370357900611575 -0.0026340646902610993 0.0077561751006416206 -0.0039702267348237855 0.000690489726788957 0.0075095292115023625 9.9674499338954918e-05 -0.004549653660655969 0.00029197956914449872 -0.010238527465352249 -0.0010356576021222906
leaf_weight=5710.0846290588379 694.29741144180298 269.0821248292923 59.316310167312622 92.620962023735046 1132.0615246295929 55.465611815452576 268.87792325019836 216.65526032447815 441.22582948207855 41.749932408332825 578.56254875659943
leaf_count=2723 311 149 26 57 647 23 164 141 177 30 332
internal_value=0 -0.000249347 0.000324146 -0.000197373 0.000338006 0.00235466 0.00148348 -0.000795199 -0.00147359 -0.00240434 -0.00199304
internal_weight=0 3849.92 1877.42 1493.76 1224.68 383.66 328.194 1972.49 1278.19 836.968 795.218
internal_count=4780 2057 1066 853 704 213 190 991 680 503 473
is_linear=0
shrinkage=0.06


Tree=294
num_leaves=12
num_cat=0
split_feature=31 144 63 70 133 135 93 81 106 4 99
split_gain=0.106638 0.120425 0.119252 0.299053 0.317678 0.369732 0.477025 0.336466 0.405086 0.243413 0.251312
threshold=0.21471316367387774 0.0062037324532866487 0.0068083447404205808 0.034632634371519096 0.0062037324532866487 0.0037758676335215573 0.013032016810029747 0.016668972559273246 0.0035485138650983576 0.0019672545604407792 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 9 10 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=9.6432891729496451e-05 -0.0033747088606858799 0.0014151952868710017 -0.0027484368986851024 0.003020799249498315 -0.00069279626843423022 -0.0024825681389325773 0.0048043255655388344 -0.0026611139779642171 -0.0018231898111962747 0.0053564638474687103 0.0045859200873600778
leaf_weight=8383.4221326112747 66.813505291938782 26.347139000892639 241.04301655292511 77.422370195388794 99.038792610168457 198.0095180273056 80.597251892089844 140.04484117031097 129.98051381111145 68.977089643478394 48.303897380828857
leaf_count=4068 47 18 160 30 62 129 35 99 76 31 25
internal_value=0 -0.00202006 1.98788e-05 -0.000572492 -0.000849035 -0.000250517 0.000529046 -0.000179455 0.000824135 0.00241484 0.00103774
internal_weight=0 93.1606 9466.84 1083.42 1005.99 764.952 566.942 486.345 346.3 216.32 147.343
internal_count=4780 65 4715 647 617 457 328 293 194 118 87
is_linear=0
shrinkage=0.06


Tree=295
num_leaves=12
num_cat=0
split_feature=52 140 108 140 106 50 113 81 1 107 61
split_gain=0.106848 0.369704 0.234047 0.310123 0.383888 0.295224 0.231853 0.230819 0.423652 0.348954 0.380511
threshold=0.00047558375808876013 0.016164712607860569 0.0060143163427710542 0.0038949446752667431 0.020035739988088611 0.00017767510871635753 0.00017767510871635753 0.010180860292166473 0.00070876078098081063 0.0045489775948226461 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -4 -7 9 -9 10 -1
right_child=-2 -3 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.00033560141001587985 7.3493304568223461e-05 -0.0045343610828662917 0.00015402920147704701 0.0046323172656912775 -0.0022777687373409629 -0.0087015860872542549 -0.0031227014685279442 -0.00056351184847513612 0.0080472469750009351 0.0024917699371965704 -0.0032031967120675292
leaf_weight=339.74632847309113 8428.5414377450943 77.962052464485168 68.977089643478394 52.898479580879211 63.910892367362976 37.223417401313782 95.931978106498718 45.668697953224182 37.427618980407715 150.38629257678986 161.3257828950882
leaf_count=199 4184 38 31 21 22 29 52 28 14 54 108
internal_value=0 -0.000547472 -0.000252429 -0.00160963 0.000851544 -0.0030319 -0.00468227 0.000336862 0.00331488 -4.29971e-05 -0.000803754
internal_weight=0 1131.46 1053.5 318.942 116.809 202.132 133.155 734.555 83.0963 651.458 501.072
internal_count=4780 596 558 155 43 112 81 403 42 361 307
is_linear=0
shrinkage=0.06


Tree=296
num_leaves=12
num_cat=0
split_feature=99 110 95 70 78 63 80 29 33 94 80
split_gain=0.106655 0.274615 0.510511 0.203288 0.157613 0.425762 0.703738 0.827671 0.872526 0.505367 0.574866
threshold=0.11759182065725328 0.00057154725072905432 0.00047558375808876013 0.00082683752407319855 0.0058306583669036635 0.0013146653072908523 0.01884530205279589 0.0068083447404205808 0.0005375427135732026 0.0025217677466571335 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 -6 -9 -10 -11
right_child=1 -3 3 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.00023333723374117444 0.0065151267345840824 -0.0033503389201181674 -0.002070874311047465 0.0027416253267996946 0.00031328957684485244 -0.00021399366847209007 -0.0060523088227306485 -0.00084810863188706197 0.0080770136202153956 -0.0016636729214904082 0.0054525856203260737
leaf_weight=5589.7746052742004 65.194458484649658 38.643117904663086 73.435537457466125 55.465611815452576 875.07117712497711 2378.8320487737656 47.56001353263855 119.7800520658493 127.82178473472595 59.924059629440308 128.49760138988495
leaf_count=2556 23 20 37 23 515 1396 32 63 44 29 42
internal_value=0 0.00126869 0.0021883 -7.63525e-08 -3.1657e-05 0.000269975 0.00111734 0.00137742 0.00351307 0.00516491 0.00318939
internal_weight=0 232.739 194.096 128.901 9327.26 3737.49 1358.65 1311.09 436.023 316.243 188.422
internal_count=4780 103 83 60 4677 2121 725 693 178 115 71
is_linear=0
shrinkage=0.06


Tree=297
num_leaves=12
num_cat=0
split_feature=143 45 10 40 40 53 42 25 5 4 1
split_gain=0.102223 0.230178 0.766468 0.579761 0.479048 0.465551 0.585902 0.516476 0.514912 0.489208 0.489337
threshold=0.00085274505545385193 0.0035485138650983576 0.022641776129603389 0.0056525857653468856 0.00099512818269431613 0.001792412775103003 0.0035485138650983576 0.0060143163427710542 0.0011261500185355546 0.00039601318712811922 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 8 9 -7 -3 -11
right_child=1 5 3 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.00050534918638539994 0.00023019391545113518 -0.0042330454668497988 0.0025180801074329356 -0.00076168945472459193 0.0097687889984359993 -0.00074643171070236977 3.6071527030528696e-05 0.0065726919872214464 -0.0037150588270844689 -0.0011574993835071852 0.0064066456219019118
leaf_weight=1252.2548351287842 3393.549374461174 53.302027463912964 61.951509594917297 59.924059629440308 69.720973491668701 736.1737676858902 3442.5873517990112 72.895855188369751 294.4811784029007 61.20762574672699 61.951509594917297
leaf_count=632 1944 39 23 29 24 427 1391 29 189 30 23
internal_value=0 7.6173e-05 0.000438649 0.00413079 0.00635735 -0.000198999 -0.00033965 0.00232416 -0.00159463 0.000569098 0.00264742
internal_weight=0 8307.75 3585.15 191.597 131.672 4722.6 4473.24 249.357 1030.65 176.461 123.159
internal_count=4780 4148 2020 76 47 2128 2007 121 616 92 53
is_linear=0
shrinkage=0.06


Tree=298
num_leaves=12
num_cat=0
split_feature=122 17 33 99 66 101 68 148 121 133 20
split_gain=0.107711 0.11937 0.323514 0.543191 0.531587 0.493756 0.483087 0.431043 0.543031 0.350789 0.324034
threshold=0.031632266007363803 0.011169348377734424 0.00093549740267917525 0.0056525857653468856 0.0003614811430452392 0.0022272822679951791 0.0035485138650983576 0.0079489401541650313 0.007706565549597145 0.0022272822679951791 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 7 6 -3 -5 -4 9 -9 -7
right_child=-2 2 3 4 -6 10 -8 8 -10 -11 -12
leaf_value=9.0810833686247132e-05 -0.0024104586541311085 -0.0014864028474689715 -0.0042323637710935634 -0.0015130847344854462 -0.0031003941456420928 0.00058839091961674272 0.0052797819382587093 0.0046079293460748565 -0.0066575815351883382 -0.00083308383362806044 0.0067237378777033801
leaf_weight=8469.5523415803909 66.273823022842407 116.46903598308563 227.73574030399323 56.544976353645325 73.299403071403503 56.681110739707947 113.02674078941345 53.506229043006897 48.167762994766235 210.37356412410736 68.369340181350708
leaf_count=4173 39 68 137 39 47 29 35 24 35 126 28
internal_value=0 1.68269e-05 -0.000594993 -0.00118738 0.00116911 0.00132465 0.00301465 -0.00224766 -0.000799195 0.000270176 0.00394279
internal_weight=0 9493.73 1024.17 782.654 242.871 241.519 169.572 539.783 312.048 263.88 125.05
internal_count=4780 4741 568 443 121 125 74 322 185 150 57
is_linear=0
shrinkage=0.06


Tree=299
num_leaves=12
num_cat=0
split_feature=36 107 30 25 9 34 112 5 51 114 140
split_gain=0.106213 0.415555 0.237179 0.506687 0.498709 0.623394 0.388169 0.385045 0.475406 0.644799 0.45685
threshold=0.00747153488919139 0.0068083447404205808 0.0014881226234138014 0.044033329933881767 0.0026012937305495147 0.04273676127195359 0.0079489401541650313 0.00096484774257987748 0.0079489401541650313 0.00096484774257987748 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 10 -10 -4
right_child=1 -3 4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-9.5395133344744742e-05 -0.0014840831375044913 0.0031592070941944576 0.00057864431477182537 -0.0052291715386068634 0.0040506079808154613 -0.0050293493847160045 0.0046406044140223368 -0.00072649170718477201 0.0095396595700611968 0.0018556454442072807 -0.0053339364970348127
leaf_weight=6221.9114502668381 474.45270359516144 81.27306854724884 1233.3319687843323 69.988386988639832 136.6706131696701 75.798468112945557 78.705936312675476 791.70744669437408 45.197082877159119 302.05129599571228 48.911646842956543
leaf_count=2907 309 33 688 52 61 54 31 445 15 157 28
internal_value=0 -0.000805017 4.9684e-05 -0.000152501 0.000518693 0.000331285 0.000493822 0.000359022 0.000886432 0.00285578 0.000353107
internal_weight=0 555.726 9004.27 6291.9 2712.37 2575.7 2499.91 2421.2 1629.49 347.248 1282.24
internal_count=4780 342 4438 2959 1479 1418 1364 1333 888 172 716
is_linear=0
shrinkage=0.06


Tree=300
num_leaves=12
num_cat=0
split_feature=24 78 83 4 78 147 29 95 69 98 27
split_gain=0.116563 0.517297 0.343175 0.33045 0.154829 0.382107 0.857126 0.546763 0.68306 0.662564 0.503899
threshold=0.031632266007363803 0.0019071503775194289 0.023343417793512348 0.00039601318712811922 0.0058306583669036635 0.00017767510871635753 0.074787221848964705 0.00244467705488205 0.00062670491752214741 0.0019672545604407792 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 7 10 -1 9 -9 -7
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.0010767237570765689 0.0068039479205914497 -0.0036979333192084032 0.0035445705398279292 0.00079118842154316665 0.00026275454793992382 -0.0012882202967870401 0.0038509555677305411 0.00031745735396693914 0.0011810916278417452 -0.0056798887164433371 0.00023916460483105339
leaf_weight=1379.7508497238159 67.153841257095337 82.892115354537964 32.901103973388672 64.518641829490662 3765.9293934106827 2349.4072269201279 149.84661030769348 111.53897309303284 230.23966062068939 163.55743443965912 1162.2642172574997
leaf_count=557 22 57 13 25 2128 1080 46 49 96 87 620
internal_value=0 0.00128522 -0.00164007 0.00385774 -3.41527e-05 -0.000235741 -0.000593068 0.000458316 -0.00123016 -0.00324824 -0.000782699
internal_weight=0 247.466 115.793 131.672 9312.53 5546.6 3661.52 1885.09 505.336 275.096 3511.67
internal_count=4780 117 70 47 4663 2535 1746 789 232 136 1700
is_linear=0
shrinkage=0.06


Tree=301
num_leaves=12
num_cat=0
split_feature=24 35 47 8 70 24 63 15 4 4 94
split_gain=0.102995 0.409104 0.201767 0.167822 0.128805 0.523931 0.457842 0.351254 0.476876 0.322616 0.318771
threshold=0.031632266007363803 0.0012357163941487672 0.0027679565828293566 0.0048403022810816774 0.017188700847327713 0.0054799309000372895 0.0013146653072908523 0.0098710241727530974 0.0005375427135732026 0.00077738583786413084 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 9 -7 -8 -9 -6 -11
right_child=1 2 -4 -5 5 6 7 8 -10 10 -12
leaf_value=2.9183799438147955e-05 0.0042013523804389852 -0.0054850079871080759 0.0017892091514574351 -0.00015980967517271408 -0.004461262189659111 -0.0048608929488077835 -0.00028248952113224025 0.008093747843226912 0.00089612661403118095 0.0020269604262341096 -0.003387636057862273
leaf_weight=8659.315925359726 98.771379113197327 40.466366291046143 63.235075712203979 44.992881298065186 162.13773393630981 44.3851318359375 153.82858777046204 56.88531231880188 79.381752967834473 79.381752967834473 77.218168616294861
leaf_count=4336 34 29 24 30 96 27 87 14 29 29 45
internal_value=0 0.00120811 -0.000780177 -0.00268138 -3.21036e-05 -0.000844552 0.000814233 0.00168254 0.00390081 -0.00258527 -0.000642934
internal_weight=0 247.466 148.694 85.4592 9312.53 653.218 334.481 290.096 136.267 318.738 156.6
internal_count=4780 117 83 59 4663 327 157 130 43 170 74
is_linear=0
shrinkage=0.06


Tree=302
num_leaves=12
num_cat=0
split_feature=70 43 48 105 5 115 101 124 114 98 96
split_gain=0.102587 0.378546 0.285299 0.373611 0.413007 0.487767 0.430119 0.418451 0.67435 0.317755 0.311092
threshold=0.00039601318712811922 0.11438806727528573 0.00070876078098081063 0.00042089859198313212 0.0084566329605877417 0.00085274505545385193 0.00055427959887310873 0.00899649551138282 0.0012745757703669371 0.010180860292166473 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -9 -7 -8
right_child=-2 -3 -4 4 5 9 10 8 -10 -11 -12
leaf_value=0.00066351765671181511 0.00013958081180433558 -0.0047410564795236096 -0.0044307897684328235 -0.0030205933535945584 -0.0020758893671478152 0.0014736399297979358 -0.00063366548062517741 0.0073808434249420006 -0.001422364555968985 0.0074907238087274985 0.0023176324312719522
leaf_weight=1310.6327704191208 6354.9842127561569 66.949639678001404 55.869159698486328 505.66669356822968 71.476154685020447 72.151971340179443 694.02028739452362 38.103435635566711 176.1208268404007 56.209495663642883 157.8154205083847
leaf_count=584 3137 37 41 303 38 36 379 12 117 16 80
internal_value=0 -0.000276764 -0.00018152 -0.000104496 -0.000672685 0.00189654 -0.00099935 -0.00207905 0.000143436 0.00410852 -8.6893e-05
internal_weight=0 3205.02 3138.07 3082.2 1771.56 199.838 1571.73 719.891 214.224 128.361 851.836
internal_count=4780 1643 1606 1565 981 90 891 432 129 52 459
is_linear=0
shrinkage=0.06


Tree=303
num_leaves=12
num_cat=0
split_feature=137 87 76 116 142 11 31 89 95 52 38
split_gain=0.103192 0.384244 0.615442 0.897915 0.517226 0.503609 0.406665 0.378691 0.336654 0.459554 0.684116
threshold=0.00017767510871635753 0.004017772153019906 0.0005893622583243997 0.0022975050378590827 0.013439828064292671 0.0054799309000372895 0.0081988852471113222 0.00047558375808876013 0.00899649551138282 0.00899649551138282 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 6 -6 -3 8 -2 10 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00016186360664778015 -0.0014052760342480415 -0.0034377943416587582 0.0069852112530197491 0.00063248792905344186 0.0058953596044469207 -0.0011323785906512175 0.003371536072642086 0.00023950799013085314 0.0059577518634395974 -0.0027438862326876431 -0.0030391675206448603
leaf_weight=5710.0846290588379 1575.5822175741196 203.88766634464264 120.86427187919617 237.46944224834442 68.437407374382019 79.17755138874054 37.359551787376404 1313.3166159391403 96.743929147720337 72.691653609275818 44.3851318359375
leaf_count=2723 846 126 31 89 23 44 19 768 40 44 27
internal_value=0 -0.000240071 0.0009814 0.00277523 -0.000671602 0.00212583 -0.0023833 -0.000534226 -0.0011021 0.00113191 0.00312822
internal_weight=0 3849.92 747.196 358.334 388.862 147.615 241.247 3102.72 1789.4 213.821 141.129
internal_count=4780 2057 332 120 212 67 145 1725 957 111 67
is_linear=0
shrinkage=0.06


Tree=304
num_leaves=12
num_cat=0
split_feature=133 63 43 58 7 8 101 147 113 75 19
split_gain=0.102066 0.490177 0.496389 0.675863 0.470719 0.40533 1.0531 0.586806 0.706423 0.53351 0.39697
threshold=0.0042751494329422721 0.00099512818269431613 0.00039601318712811922 0.0095705352723598498 0.00055427959887310873 0.0031340263085439806 0.0022272822679951791 0.0062037324532866487 0.0034400182776153092 0.001792412775103003 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3 8 9 -8 -7
right_child=1 5 3 4 -6 10 7 -9 -10 -11 -12
leaf_value=0.00018020400256202814 -0.00028000109843540863 -0.0029043605523984884 -0.005688674189596633 0.0013579341716915222 -0.0055843611177295435 0.0013587933455826253 -0.0015650361287774613 -0.0029666489135909586 0.0082326993309654699 0.0055954844569919577 -0.00012757010328054598
leaf_weight=5181.8534276485443 515.80394339561462 466.27969181537628 187.13323962688446 129.71310031414032 48.235830187797546 1057.6876122951508 105.6608247756958 75.798468112945557 68.437407374382019 58.03274405002594 1665.363778591156
leaf_count=2410 273 290 118 48 30 536 52 54 23 25 921
internal_value=0 -0.000213284 -0.00147827 -0.00317124 -0.000523883 0.000105339 -0.00110607 0.00161698 0.00311369 0.000973516 0.000449763
internal_weight=0 4378.15 880.886 365.082 177.949 3497.26 774.209 307.929 232.131 163.694 2723.05
internal_count=4780 2370 469 196 78 1901 444 154 100 77 1457
is_linear=0
shrinkage=0.06


Tree=305
num_leaves=12
num_cat=0
split_feature=148 19 148 133 45 113 7 51 43 34 31
split_gain=0.0962676 0.309362 0.296758 0.279691 0.285277 0.304466 0.263431 0.342048 0.258985 0.184998 0.168668
threshold=0.041476719081401832 0.02129978779703379 0.08153740689158441 0.013860232196748258 0.0066005610860884198 0.0010585968848317864 0.00093549740267917525 0.0049928687512874612 0.0068083447404205808 0.00899649551138282 0.21471316367387774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 8 -6 -7 -8 9 -2 -1
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-3.1626970898075842e-05 0.00030630708838387072 0.00060537942849537153 0.0064130142853452768 -0.0029415599124524316 0.0048874356418949693 0.0031925461404448039 0.0011864380078643857 -0.0054450331159051468 0.0037667867247312414 -0.0033500983265059661 -0.0029231835830357887
leaf_weight=8733.8356826305389 88.702196478843689 67.017706871032715 60.06019401550293 92.552894830703735 85.867650747299194 85.935717940330505 79.921435236930847 43.101565718650818 36.144052863121033 113.62963497638702 73.231335878372192
leaf_count=4341 59 32 19 62 29 24 37 26 13 86 52
internal_value=0 0.000651178 0.00335021 0.000103148 0.000631547 0.00187961 0.000643601 -0.00113692 -0.000911427 -0.00174713 -5.56705e-05
internal_weight=0 752.933 127.078 625.855 533.302 294.826 208.959 123.023 238.476 202.332 8807.07
internal_count=4780 387 51 336 274 116 87 63 158 145 4393
is_linear=0
shrinkage=0.06


Tree=306
num_leaves=12
num_cat=0
split_feature=103 141 149 148 39 136 106 98 58 76 20
split_gain=0.10444 0.32468 0.412456 0.477786 0.480689 0.33934 0.439472 0.563151 0.370756 0.412491 0.419075
threshold=0.00066645268816500913 0.00046126570669002836 0.012636432424187662 0.0028552538715302949 0.00017767510871635753 0.0015349716995842757 0.00017767510871635753 0.02636832278221846 0.0095705352723598498 0.0003614811430452392 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 8 9 10 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0019897656134105412 -0.00041803828091505172 0.00026947803818627491 -0.0078681252929183113 0.0026950104726058254 -0.004726929735941029 0.0046156428664863693 -0.0043670352442927492 -0.007707326209537433 0.0025721837067734996 0.00028827514819998928 -0.00050012643071443747
leaf_weight=200.37730395793915 1756.2392699718475 6474.0106704235077 58.572426319122314 58.168878436088562 68.301272988319397 47.764215111732483 213.54844582080841 44.3851318359375 104.51339304447174 342.86285352706909 191.25620675086975
leaf_count=98 868 3303 33 15 33 17 131 27 41 113 101
internal_value=0 9.40797e-05 -0.000759863 -0.00338811 -0.00131327 -0.000335006 -0.000550572 -0.00111832 -0.00077514 -0.00124305 -0.00254005
internal_weight=0 7803.76 1329.75 185.043 126.47 1144.71 1096.94 896.566 852.181 747.668 404.805
internal_count=4780 3912 609 81 48 528 511 413 386 345 232
is_linear=0
shrinkage=0.06


Tree=307
num_leaves=12
num_cat=0
split_feature=71 54 99 32 124 46 125 133 140 107 71
split_gain=0.102367 0.610063 0.686046 0.616773 0.569143 0.550151 0.484129 0.591199 0.387781 0.280584 0.226196
threshold=0.15819545835256579 0.0014881226234138014 0.0011615398107096555 0.00062670491752214741 0.0005893622583243997 0.00244467705488205 0.0013986918493174019 0.0012745757703669371 0.0034400182776153092 0.0016331639490090313 0.10522961243987085
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 4 8 -3 -4 7 -7 -2 -10 -1
right_child=1 2 5 -5 -6 6 -8 -9 9 -11 -12
leaf_value=3.7124756579793295e-06 -0.0045053269084977914 -0.0052824560690208156 0.0092912122523797457 -0.0072121991343426003 0.0030204149318006387 0.0046434655337688402 0.0062667730467717868 -0.0036237016273169107 0.0056379084331005698 -0.00046765948490662829 -0.0017280082175799695
leaf_weight=8688.4976100921631 46.208380222320557 65.734140753746033 54.925929546356201 55.869159698486328 54.250112891197205 58.168878436088562 76.882687926292419 67.017706871032715 45.804832339286804 66.341890215873718 280.29873919487
leaf_count=4384 36 31 15 41 17 15 22 32 18 34 135
internal_value=0 0.000764715 0.00221765 -0.00179207 -0.00152837 0.00396656 0.00251923 0.000217699 0.000120199 0.00202608 -5.04084e-05
internal_weight=0 591.204 376.979 214.224 119.984 256.995 202.069 125.187 158.355 112.147 8968.8
internal_count=4780 261 132 129 48 84 69 47 88 52 4519
is_linear=0
shrinkage=0.06


Tree=308
num_leaves=12
num_cat=0
split_feature=99 95 147 47 18 23 50 76 6 145 93
split_gain=0.102391 0.541663 0.23959 0.249086 0.13205 0.198579 0.14517 0.365329 0.513905 0.519552 0.595108
threshold=0.11759182065725328 0.00077738583786413084 0.00068727668258361529 0.0042751494329422721 0.13848232477903369 0.0072436286136507997 0.0053125319536775359 0.00017767510871635753 0.00068727668258361529 0.012636432424187662 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 -1 -8 9 10 -9
right_child=1 2 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.00021050733670760052 0.0049201679907527069 -0.0045150085647179062 -0.0022725348180558311 0.0038407443369678535 -0.00053132915762621892 -0.0064593294022962308 -0.00072907617460598586 -0.0012075274891442565 -0.0058693350937108436 0.0023990356878526892 0.0014419243369206869
leaf_weight=5019.0156006813049 89.042532444000244 47.628080725669861 49.519396305084229 46.548716187477112 72.759720802307129 28.238454580307007 2501.3250780105591 691.25380885601044 45.668697953224182 422.51687526702881 546.4831063747406
leaf_count=2556 34 27 31 11 39 22 1355 344 28 122 211
internal_value=0 0.00124307 -0.00103548 0.000689585 -3.10177e-05 -0.00218876 -7.3973e-06 -0.000267346 0.000409671 0.000582388 -3.77469e-05
internal_weight=0 232.739 143.696 96.0681 9327.26 100.998 9226.26 4207.25 1705.92 1660.25 1237.74
internal_count=4780 103 69 42 4677 61 4616 2060 705 677 555
is_linear=0
shrinkage=0.06


Tree=309
num_leaves=12
num_cat=0
split_feature=81 52 26 11 45 127 105 142 73 143 45
split_gain=0.0992299 0.454064 0.914947 0.477811 0.655086 0.978459 0.497777 0.463712 0.793029 0.689669 0.465686
threshold=0.0031340263085439806 0.0053125319536775359 0.0012357163941487672 0.0035485138650983576 0.004017772153019906 0.0011261500185355546 0.0015349716995842757 0.015675474889576439 0.0023699469165876512 0.010180860292166473 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 6 -6 9 -9 -1 -11
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00028274509977096264 -0.00017539503594974956 0.00043285511995917969 -0.0074983837078961765 0.0049642389222187963 0.0055671846783802419 -0.0046297635029979691 -0.0018231386604968397 -0.0075357714845357034 0.0010695723812107535 0.0047918923110488844 -0.00046333566220537012
leaf_weight=2719.5555943250656 5243.2993352413177 628.56327068805695 41.817999601364136 265.70789682865143 112.35092413425446 83.028249740600586 46.344514608383179 79.649166464805603 74.719103574752808 170.78721606731415 94.176796913146973
leaf_count=1285 2756 280 25 111 37 47 26 57 38 80 38
internal_value=0 0.000213044 0.00121762 0.00153847 0.00290802 0.000647784 0.00340896 -0.000163906 -0.00337051 1.94921e-06 0.00292401
internal_weight=0 4316.7 1177.81 1135.99 507.432 241.724 158.695 3138.89 154.368 2984.52 264.964
internal_count=4780 2024 526 501 221 110 63 1498 95 1403 118
is_linear=0
shrinkage=0.06


Tree=310
num_leaves=12
num_cat=0
split_feature=53 13 105 43 129 125 85 39 125 80 82
split_gain=0.106058 0.564088 0.450127 0.889325 0.422028 0.582535 0.525787 0.455198 0.773602 0.681478 1.02133
threshold=0.023343417793512348 0.00017767510871635753 0.0053125319536775359 0.00017767510871635753 0.0013146653072908523 0.0020292587578296666 0.0016331639490090313 0.00093549740267917525 0.00017767510871635753 0.0072436286136507997 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 -2 -10 -11
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=8.9504398553437624e-05 0.00049963382186018373 0.0024387025168631955 0.0017955700822286046 -0.0084911391315086078 -0.0098501568834067788 0.0016696585998653641 -0.0018694799029507889 0.0017680380346201939 -0.00084119089467589653 -0.003146175912106411 -0.015262812937600441
leaf_weight=7962.7771518230438 490.75008106231689 211.66198551654816 50.939096808433533 74.514901995658875 56.613043546676636 58.03274405002594 62.559259057044983 327.18779134750366 149.10272645950317 79.245618581771851 36.615667939186096
leaf_count=4142 160 79 22 53 34 25 26 121 53 39 26
internal_value=0 -0.000446214 -0.000886922 -0.00431434 -0.000545694 -0.0032601 -0.00566072 -0.000101511 -0.000910936 -0.00352351 -0.0069754
internal_weight=0 1597.22 1385.56 125.454 1260.11 177.205 119.172 1082.9 755.714 264.964 115.861
internal_count=4780 638 559 75 484 85 60 399 278 118 65
is_linear=0
shrinkage=0.06


Tree=311
num_leaves=12
num_cat=0
split_feature=33 82 81 65 135 133 135 32 8 29 83
split_gain=0.101927 0.303653 0.298105 0.214223 0.176912 0.154397 0.138138 0.604652 0.153935 0.436587 0.357601
threshold=0.031632266007363803 0.0070226341485977182 0.00899649551138282 0.00043393640953581786 0.02129978779703379 0.0042751494329422721 0.1067372113466263 0.00017767510871635753 0.0013560238294303419 0.0060143163427710542 0.036783467978239066
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 5 -2 -4 8 -8 9 10 -1
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-4.0291781135229366e-05 -0.0010444167893738051 -0.0051221587828428269 0.0051979390060948585 -0.0014653943089427213 -0.0057353120209498324 0.00078506496185903744 0.0059647724812708774 -0.0021323276089041158 0.00016788894625681199 -0.0012226347821056313 0.0027664376940660599
leaf_weight=1174.0885810852051 130.11664819717407 54.045911312103271 56.817245125770569 59.248242974281311 37.223417401313782 57.356927394866943 67.153841257095337 65.666073560714722 6479.5484827756882 1188.8933355808258 189.84136152267456
leaf_count=609 66 32 19 31 29 27 22 36 3325 522 62
internal_value=0 -0.000943942 -0.000281265 0.00146198 -0.00208787 0.00298107 4.06621e-05 0.00196157 1.24154e-05 -0.000382206 0.000350369
internal_weight=0 394.808 340.762 173.422 167.34 114.174 9165.19 132.82 9032.37 2552.82 1363.93
internal_count=4780 204 172 77 95 46 4576 58 4518 1193 671
is_linear=0
shrinkage=0.06


Tree=312
num_leaves=12
num_cat=0
split_feature=26 60 60 51 26 107 63 99 129 78 22
split_gain=0.0980319 0.158621 0.142836 0.606236 0.529427 0.576679 0.495023 0.580881 0.440818 0.549509 0.482246
threshold=0.020658296532928947 0.079227816313505187 0.0045489775948226461 0.0020932231564074759 0.00042089859198313212 0.00073092587990686308 0.00244467705488205 0.00073092587990686308 0.0013146653072908523 0.0015833032084628942 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 -6 -10
right_child=-2 -3 3 4 8 6 7 -9 10 -11 -12
leaf_value=-9.1202469338092925e-05 0.002172709866692794 -0.0022567417824187978 -0.0010161091352812702 -0.0011975124733457289 0.0015037045881953564 0.0050027416548398141 0.0065410724979996816 -0.00033744164055292755 -0.0034443778375986551 -0.0080081739187489332 0.0032389496630217699
leaf_weight=7901.4576680660248 74.179421305656433 112.48220324516296 553.43090867996216 127.88499665260315 36.751802325248718 282.53039073944092 58.100811243057251 184.70224177837372 58.436291933059692 53.97784411907196 116.06548810005188
leaf_count=3882 30 75 320 87 16 114 20 106 43 37 50
internal_value=0 -1.69907e-05 9.88686e-06 0.000552562 0.0014978 0.00241573 0.00329532 0.00130853 -0.000762905 -0.0041552 0.00100087
internal_weight=0 9485.82 9373.34 1471.88 918.45 653.218 525.333 242.803 265.231 90.7296 174.502
internal_count=4780 4750 4675 793 473 327 240 126 146 53 93
is_linear=0
shrinkage=0.06


Tree=313
num_leaves=12
num_cat=0
split_feature=77 104 81 133 81 114 40 39 65 110 99
split_gain=0.0961031 0.239814 0.161509 0.125378 0.410537 0.409132 0.390491 0.336933 0.330321 0.60628 0.418717
threshold=0.066585760563611998 0.0021592099219560628 0.0015833032084628942 0.002945306478068233 0.00080172589514404546 0.0019071503775194289 0.0048403022810816774 0.00093549740267917525 0.0035485138650983576 0.0016846025246195497 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 7 -7 -5 10 -10 -1
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00010520321371383205 0.0027504006691351636 -0.0058827535300782262 -0.0018925568005618691 -0.0063556063540048157 -4.0035376643279986e-05 0.0048472121105749867 -0.00257784345231513 -0.0012235277762443766 -3.1208770913234316e-06 -0.00579784749577984 0.001657895043596924
leaf_weight=2873.2577582597733 42.493816256523132 34.656285166740417 73.839085340499878 102.28174149990082 5110.8149011135101 45.197082877159119 58.504359126091003 83.772133588790894 247.9373174905777 88.094447016716003 799.15114045143127
leaf_count=1286 23 27 55 62 2721 15 38 40 130 56 327
internal_value=0 -0.00150172 -0.000196588 2.40986e-05 -0.000164595 -0.00236163 0.000658282 -0.00404485 0.000278326 -0.00152227 0.000443084
internal_weight=0 150.989 116.333 9409.01 5400.57 289.755 103.701 186.054 4008.44 336.032 3672.41
internal_count=4780 105 78 4675 2876 155 53 102 1799 186 1613
is_linear=0
shrinkage=0.06


Tree=314
num_leaves=12
num_cat=0
split_feature=109 21 23 1 11 52 101 146 28 26 50
split_gain=0.0935135 0.454414 0.716705 0.567758 0.611024 0.639717 0.938003 0.72507 0.733423 0.897249 0.791093
threshold=0.0058306583669036635 0.0026012937305495147 0.094028618186712279 0.012252715881913902 0.0026012937305495147 0.0026012937305495147 0.05109804309904576 0.044033329933881767 0.0015833032084628942 0.0031340263085439806 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 9 10 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.00020770573000098043 -0.0021507207029624188 0.00034635939473340029 -0.0067793922740798304 0.0016134334230158763 0.0020605134657942143 -0.0018712775548044274 -0.010577122623132462 0.0063314697597677029 0.0011862835518661567 0.0064360535836996448 -0.008161164741710053
leaf_weight=4296.4019569158554 897.30020427703857 2835.43630194664 69.448704719543457 355.82979381084442 353.80234384536743 240.03171920776367 35.332101821899414 51.007164001464844 288.40368378162384 34.184670090675354 102.82142376899719
leaf_count=2324 502 1158 44 161 167 139 25 17 159 14 70
internal_value=0 -0.000169539 -0.00077197 -0.00059509 -0.000987454 -4.33371e-05 -0.00103345 -0.000562797 -0.00109125 -0.00283339 -0.00375761
internal_weight=0 5263.6 2428.16 2358.71 2002.88 1105.58 751.781 716.449 665.441 377.038 342.853
internal_count=4780 2456 1298 1254 1093 591 424 399 382 223 209
is_linear=0
shrinkage=0.06


Tree=315
num_leaves=12
num_cat=0
split_feature=94 21 107 126 54 76 1 43 118 81 118
split_gain=0.100268 0.357254 0.466741 0.533857 0.328853 0.343362 0.276735 0.519883 0.295805 0.392452 0.440138
threshold=0.0054799309000372895 0.0049928687512874612 0.0035485138650983576 0.0036604277556762104 0.011880517937242987 0.0003614811430452392 0.016164712607860569 0.0027679565828293566 0.00057154725072905432 0.020658296532928947 0.00075379351619631063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 6 -6 8 -8 -2 10 -10
right_child=1 2 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00010940828487917505 -0.0018250985508399388 0.0050955663374668194 -0.0017136905713885564 0.0034420962765087737 -0.0065921775388233846 -0.00060146198436939607 -0.0003348526382332982 0.0062579495875277067 0.0033011420642460121 0.0029325586843721089 -0.0010644092978454856
leaf_weight=7258.7800253629684 573.76376497745514 89.718349099159241 196.5266056060791 114.37837409973145 66.949639678001404 70.936472415924072 147.950439453125 60.736010670661926 93.432913064956665 132.07603096961975 754.75144279003143
leaf_count=3543 351 32 95 31 37 30 90 17 45 65 444
internal_value=0 -0.000345109 0.0012832 0.000183064 -0.000688338 -0.00351021 -0.000467599 0.00158391 -0.000743093 -0.000109775 -0.000583516
internal_weight=0 2301.22 400.623 310.905 1900.6 137.886 1762.71 208.686 1554.02 980.26 848.184
internal_count=4780 1237 158 126 1079 67 1012 107 905 554 489
is_linear=0
shrinkage=0.06


Tree=316
num_leaves=12
num_cat=0
split_feature=33 109 93 149 5 42 109 36 25 103 4
split_gain=0.0980984 0.250397 0.251383 0.343055 0.213853 0.255421 0.144434 0.361287 0.243192 0.385475 0.22056
threshold=0.031632266007363803 0.037906534969806678 0.045367386192083366 0.0058306583669036635 0.00066645268816500913 0.004017772153019906 0.037906534969806678 0.0020932231564074759 0.00062670491752214741 0.00042089859198313212 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1 8 9 10 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12
leaf_value=9.538506807247147e-05 -0.000379642511477512 0.0025992745716720048 0.0014052867241728737 -0.0039855545989676217 -0.0022737331664346547 -0.011849631400714549 -0.0020623627577146799 0.0041186298112628195 -0.0035006037893358182 -0.0048745703801194437 0.0019620801701556267
leaf_weight=8693.2963938713074 133.29152989387512 61.275692939758301 78.098186850547791 35.332101821899414 61.139558553695679 25.671322345733643 72.895855188369751 45.197082877159119 146.80300772190094 57.288860201835632 149.71047592163086
leaf_count=4365 71 25 28 25 35 20 29 15 79 32 56
internal_value=0 -0.000926042 -0.0015737 -0.00248452 -0.00478152 -0.0072949 3.98911e-05 -0.000982424 -0.00152274 -0.000485369 0.000644215
internal_weight=0 394.808 333.533 255.435 122.143 61.0034 9165.19 471.895 426.698 279.895 222.606
internal_count=4780 204 179 151 80 45 4576 211 196 117 85
is_linear=0
shrinkage=0.06


Tree=317
num_leaves=12
num_cat=0
split_feature=119 143 144 136 79 76 17 11 52 21 82
split_gain=0.0957416 0.304353 0.319745 0.414826 0.72974 0.36289 0.316982 0.256465 0.268365 0.252024 0.274354
threshold=0.00087947337306104611 0.00017767510871635753 0.00082683752407319855 0.00068727668258361529 0.0026012937305495147 0.0033348383149132137 0.00040826165059115743 0.0054799309000372895 0.0015349716995842757 0.002945306478068233 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 -4 -9 -11
right_child=1 2 7 5 -6 -7 -8 9 -10 10 -12
leaf_value=6.5184800806292377e-05 0.0032715640406392951 -0.0021754873491460743 -0.0011910646614621085 1.2661706634302996e-06 -0.011113777359014889 0.0019292974984551148 -0.0054098748230001856 0.0014889190971011084 0.0030033254396476293 -0.0067328511895514464 -0.00067567886510285532
leaf_weight=8552.0944104194641 69.720973491668701 175.44986546039581 81.948885202407837 91.001915216445923 40.466366291046143 133.0921835899353 68.165138602256775 69.584839105606079 166.46490263938904 44.992881298065186 67.017706871032715
leaf_count=4351 24 71 31 33 29 38 43 34 64 30 32
internal_value=0 -0.000553094 -0.000837323 -0.00185625 -0.00385067 -0.000382794 -0.00231612 0.000366818 0.00161964 -0.00134699 -0.00310875
internal_weight=0 1007.91 938.185 508.175 215.916 292.259 159.167 430.009 248.414 181.595 112.011
internal_count=4780 429 405 214 100 114 76 191 95 96 62
is_linear=0
shrinkage=0.06


Tree=318
num_leaves=12
num_cat=0
split_feature=138 79 75 131 145 68 28 149 116 108 131
split_gain=0.105685 0.458425 0.350524 0.371174 0.417598 0.269751 0.437256 0.438699 0.331536 0.297385 0.338926
threshold=0.0022975050378590827 0.0013146653072908523 0.0048403022810816774 0.0023699469165876512 0.0062037324532866487 0.004017772153019906 0.0026012937305495147 0.0084566329605877417 0.0019672545604407792 0.0044099434744566688 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 7 8 -7 10 -10
right_child=1 5 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.00010049972627120872 -0.0035553806746465742 0.00067292926564912234 0.0014305611178220393 -0.00089358517940735748 -0.01104867374214618 -0.0042092959008232476 -0.004382414964108362 0.0031900746627902842 -0.0055123674253643277 0.001573969897404301 0.0014070629339306448
leaf_weight=7624.8880586624146 134.30282723903656 974.84899830818176 75.258785843849182 143.62812602519989 33.440786242485046 95.188094258308411 109.2392543554306 107.82440912723541 59.719858050346375 157.20767104625702 44.453199028968811
leaf_count=3616 92 618 46 74 21 59 75 36 44 77 22
internal_value=0 -0.000395997 -0.00224415 -0.00313233 -0.00504922 6.54554e-05 -0.000966905 -0.000163474 -0.00117757 -7.34913e-05 -0.00255968
internal_weight=0 1935.11 386.631 311.372 167.744 1548.48 573.632 464.393 356.569 261.381 104.173
internal_count=4780 1164 233 187 113 931 313 238 202 143 66
is_linear=0
shrinkage=0.06


Tree=319
num_leaves=12
num_cat=0
split_feature=79 45 53 52 114 107 146 117 117 37 11
split_gain=0.0943508 0.199296 0.825688 0.752717 0.737439 1.05052 0.867161 0.567208 0.4532 0.51973 0.526575
threshold=0.007706565549597145 0.0022975050378590827 0.0020932231564074759 0.00047558375808876013 0.00040826165059115743 0.0045489775948226461 0.0072436286136507997 0.0063990866765379914 0.0031340263085439806 0.0098710241727530974 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -5 7 -6 9 -1 -11
right_child=-2 2 -4 4 6 -7 -8 -9 -10 10 -12
leaf_value=0.00016189458218191736 -0.00042173943720474969 -0.0019978455460256252 3.3517979680131071e-05 0.0094381021929819658 0.00092324680579459789 0.00036132553469515731 -0.0032577820228694683 0.0077480722528293832 -0.0010061860458961251 0.00078415638899889846 0.0093060228114844549
leaf_weight=1022.8174149990082 1591.7191842794418 112.0105881690979 4711.3972673416138 129.84923470020294 101.06624257564545 71.004539608955383 93.160644292831421 77.422370195388794 1543.8917572498322 58.572426319122314 47.088398456573486
leaf_count=620 947 62 1998 38 56 25 65 30 887 33 19
internal_value=0 8.42454e-05 0.000297401 0.0024244 0.00347272 0.00622934 0.00143452 0.00388363 -0.000338171 0.000575753 0.00458198
internal_weight=0 7968.28 5295.91 584.514 472.503 200.854 271.649 178.489 2672.37 1128.48 105.661
internal_count=4780 3833 2274 276 214 63 151 86 1559 672 52
is_linear=0
shrinkage=0.06


Tree=320
num_leaves=12
num_cat=0
split_feature=82 51 98 4 85 110 93 131 85 38 131
split_gain=0.0986505 0.290433 0.455533 0.714958 0.332878 0.403041 0.709623 0.412572 0.411105 0.676948 0.572633
threshold=0.00055427959887310873 0.0049928687512874612 0.0032328735105693345 0.0015833032084628942 0.0014427106943912806 0.13479631394147876 0.045367386192083366 0.011880517937242987 0.00039601318712811922 0.00037263428384903824 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 -1 10 -10
right_child=-2 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0002669940712668899 -0.00013417077962252127 0.00064996527795626105 -5.4870790691582373e-05 0.0093958377812552087 -0.0010827229579404307 0.0042561594967906605 -0.0050990131126061036 -0.0024382057090978574 0.001726166217131168 -0.0023778067736835145 0.0073885023016077109
leaf_weight=1136.8700189590454 6439.5002301931381 464.32516431808472 55.397544622421265 60.06019401550293 728.60365009307861 94.244864106178284 85.59538197517395 155.11215388774872 155.31635546684265 75.258785843849182 109.71572470664978
leaf_count=532 3170 243 28 19 459 33 49 88 73 46 40
internal_value=0 0.000276876 0.00148861 0.00486131 3.62651e-07 0.000435843 0.000226255 0.000505509 0.000814619 0.00264417 0.00407021
internal_weight=0 3120.5 579.783 115.458 2540.72 1812.11 1717.87 1632.27 1477.16 340.291 265.032
internal_count=4780 1610 290 47 1320 861 828 779 691 159 113
is_linear=0
shrinkage=0.06


Tree=321
num_leaves=12
num_cat=0
split_feature=23 50 5 39 106 12 21 140 128 8 88
split_gain=0.0994075 0.282646 0.73737 0.634197 0.663381 0.38378 0.246727 0.244613 0.256804 0.210978 0.21049
threshold=0.0019672545604407792 0.0016846025246195497 0.00057154725072905432 0.00017767510871635753 0.00064626874518580746 0.0010263677686452868 0.001792412775103003 0.00060774214216507982 0.00070876078098081063 0.0021592099219560628 0.1242329850792885
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 8 -2 -4 -9
right_child=7 2 9 4 5 6 -8 10 -10 -11 -12
leaf_value=-0.0005848324166236752 9.0282635475775788e-05 0.0069771755164256466 -0.003858090453410427 -0.0012143336116200143 0.0077393413995649933 -0.00034649813886386582 0.0061852192748478307 -7.7065594801733777e-07 -0.0048467973341180118 -7.1765038945502938e-05 -0.0034832150063757086
leaf_weight=477.76371967792511 73.503604650497437 101.27044415473938 79.649166464805603 159.36640012264252 66.47802460193634 63.638623595237732 30.941721200942993 8207.8409880399704 78.365600347518921 158.21896839141846 62.962806940078735
leaf_count=304 32 41 57 109 24 42 14 3959 56 98 44
internal_value=0 0.000526519 0.00133154 0.00283827 0.00153017 0.00424583 0.00179034 -7.10967e-05 -0.00245729 -0.0013396 -2.72813e-05
internal_weight=0 1137.33 659.563 421.695 320.425 161.058 94.5803 8422.67 151.869 237.868 8270.8
internal_count=4780 689 385 230 189 80 56 4091 88 155 4003
is_linear=0
shrinkage=0.06


Tree=322
num_leaves=12
num_cat=0
split_feature=130 86 129 56 124 54 17 142 99 33 34
split_gain=0.0919489 0.276831 0.271134 0.22785 0.359725 0.162856 0.158659 0.270437 0.375748 0.401828 0.52874
threshold=0.0010585968848317864 0.0012745757703669371 0.011519505176693203 0.0011615398107096555 0.0053125319536775359 0.0014881226234138014 0.011169348377734424 0.0011980500421486797 0.0046923852059990176 0.00093549740267917525 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 -1 -8 9 -9 -11
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=4.6955794016842931e-05 -0.0026682934451177885 0.005450416077319999 -0.0011000344888537953 0.0013046436239780568 0.0056688978048195556 -0.0033080202773409402 0.0025534125160421267 0.00075711465027312292 0.00073446962011866645 -0.00409666681107185 0.00042243255447861361
leaf_weight=8178.7857271432877 66.205755829811096 72.895855188369751 97.619092106819153 76.610419154167175 50.871029615402222 43.033498525619507 81.136934161186218 152.68115603923798 284.68911981582642 324.74708294868469 130.72439765930176
leaf_count=3997 44 29 71 42 27 31 43 76 146 205 69
internal_value=0 0.000882163 0.00157143 0.00264281 0.00144255 -0.000354438 -3.92502e-05 -0.000763148 -0.00106454 -0.00190669 -0.00279964
internal_weight=0 407.236 341.03 243.411 170.515 119.644 9152.76 973.979 892.842 608.153 455.471
internal_count=4780 244 200 129 100 73 4536 539 496 350 274
is_linear=0
shrinkage=0.06


Tree=323
num_leaves=12
num_cat=0
split_feature=43 91 87 108 53 53 0 150 109 79 44
split_gain=0.0950686 0.275584 0.406528 0.367592 0.664604 0.435891 0.337941 0.727828 0.402998 0.35239 0.634628
threshold=0.0081988852471113222 0.0095705352723598498 0.00043393640953581786 0.0098710241727530974 0.0056525857653468856 0.059226244688034065 0.00050559637020342063 0.0036604277556762104 0.0058306583669036635 0.00055427959887310873 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 9 -9 -8 -11
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12
leaf_value=-8.9563284897263288e-05 -0.0016995147872981183 0.0065094531031561851 -0.00056724143572153851 -0.0063788946927193666 -0.00016527781433246889 0.0049766713644845565 0.0058093716241370864 -0.0033659246628649554 0.00045881421122433239 -0.0005175086433326677 0.0067596330148501456
leaf_weight=7810.0279285907745 222.94181180000305 62.627326250076294 54.789795160293579 77.825918078422546 304.15166842937469 80.12563681602478 118.76875472068787 123.63075041770935 501.35409069061279 141.73681044578552 62.019576787948608
leaf_count=4071 108 21 25 48 98 22 42 66 191 70 18
internal_value=0 0.000399716 0.00320729 0.000197789 -0.00143127 0.00069537 0.000402285 0.000896822 -0.000297773 0.00321169 0.00169752
internal_weight=0 1749.97 117.417 1632.56 381.978 1250.58 1170.45 947.51 624.985 322.525 203.756
internal_count=4780 709 46 663 146 517 495 387 257 130 88
is_linear=0
shrinkage=0.06


Tree=324
num_leaves=12
num_cat=0
split_feature=94 31 98 52 22 11 107 121 82 0 103
split_gain=0.0894308 0.383329 0.394031 0.336938 0.501562 0.841303 0.542481 0.529755 0.401574 0.355518 0.406524
threshold=0.0054799309000372895 0.0022975050378590827 0.02636832278221846 0.0070226341485977182 0.00043393640953581786 0.010180860292166473 0.0014427106943912806 0.007706565549597145 0.0015833032084628942 0.015675474889576439 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 8 -6 -5 10 -8
right_child=1 2 -4 4 7 -7 9 -9 -10 -11 -12
leaf_value=0.00010332684179364758 -0.0014724769427347916 0.00032841949414634189 0.0046161601797506729 -0.0034818638703461944 -0.00074611499762628679 -0.0053069812839950979 0.0044960807834857879 -0.0086030098425719705 0.0033669982319796021 0.0083071747436620578 -0.0021243223992319349
leaf_weight=7258.7800253629684 1023.5661541223526 507.15446126461029 91.001915216445923 73.9752197265625 217.53527855873108 56.544976353645325 140.72551310062408 36.007918477058411 52.8304123878479 58.100811243057251 43.777382373809814
leaf_count=3543 565 289 33 45 124 39 49 23 26 20 24
internal_value=0 -0.000325926 0.000980745 -0.000784859 0.000250938 0.0015086 0.00255185 -0.00186194 -0.000628456 0.00421415 0.00292524
internal_weight=0 2301.22 598.156 1703.06 679.498 425.954 369.409 253.543 126.806 242.604 184.503
internal_count=4780 1237 322 915 350 203 164 147 71 93 73
is_linear=0
shrinkage=0.06


Tree=325
num_leaves=12
num_cat=0
split_feature=83 52 47 108 116 3 61 109 58 69 61
split_gain=0.0918121 0.372561 0.502988 0.49047 0.434588 0.352184 0.339485 0.334486 0.555715 0.65854 0.549191
threshold=0.014740333426743748 0.00047558375808876013 0.0032328735105693345 0.0026833302108570938 0.00070876078098081063 0.00038414125447161501 0.0030382014811038975 0.00099512818269431613 0.0013560238294303419 0.0011261500185355546 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -6 -2 -4 -9 -10 -11
right_child=1 2 7 4 5 -7 -8 8 9 10 -12
leaf_value=0.00015770282021170963 -0.0051516999747165748 -0.0041818882819088113 0.0044578210038094474 0.0033321670059805707 -0.0041250841946381704 0.00091975163925382534 -0.00029179255925398164 0.0016321373666899803 -0.0012122782258326343 -0.0001487421183610711 0.0026074399086000229
leaf_weight=5560.2720990180969 102.48594307899475 198.48113310337067 64.518641829490662 83.840200781822205 108.63150489330292 92.013212561607361 104.51339304447174 671.46549010276794 1360.6967042684555 834.95485734939575 378.12688815593719
leaf_count=3008 47 142 25 35 72 54 41 273 575 365 143
internal_value=0 -0.000219233 -8.39495e-05 -0.00189276 -0.000295676 -0.00181158 -0.00269795 0.000179996 9.49485e-05 -0.000306084 0.000710381
internal_weight=0 3999.73 3792.73 482.966 284.485 200.645 206.999 3309.76 3245.24 2573.78 1213.08
internal_count=4780 1772 1684 303 161 126 88 1381 1356 1083 508
is_linear=0
shrinkage=0.06


Tree=326
num_leaves=12
num_cat=0
split_feature=82 121 76 141 51 1 96 29 101 106 70
split_gain=0.0919481 0.230525 0.359965 0.459139 0.346514 0.436751 0.54924 0.554439 0.419616 0.434524 0.49756
threshold=0.00055427959887310873 0.0063990866765379914 0.00017767510871635753 0.0018488886416889729 0.0049928687512874612 0.0012357163941487672 0.0033348383149132137 0.018276390619575981 0.00085274505545385193 0.0016331639490090313 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -6 -7 -10 -11
right_child=-2 2 -4 -5 5 8 -8 -9 9 10 -12
leaf_value=-0.00018477748723999749 -0.00012953277803836628 0.0031561237525722227 0.0061574216515575654 -0.0041399650840086401 -0.0047954364664327381 0.00060219970128562829 0.0034683605136864035 0.0032438506627144163 0.00028922751435267447 0.010714076021640321 0.0030509227843295217
leaf_weight=2361.9560534954071 6439.5002301931381 87.151216864585876 59.452444553375244 48.235830187797546 112.55027043819427 152.61308884620667 82.556634664535522 42.561883449554443 51.410711884498596 60.736010670661926 61.275692939758301
leaf_count=1254 3170 30 16 30 70 81 34 18 35 17 25
internal_value=0 0.000267305 0.00226566 0.000556666 0.000134222 0.00147085 -0.000485243 -0.0025895 0.00289677 0.00491601 0.00686555
internal_weight=0 3120.5 194.839 135.387 2925.66 563.704 237.669 155.112 326.036 173.422 122.012
internal_count=4780 1610 76 60 1534 280 122 88 158 77 42
is_linear=0
shrinkage=0.06


Tree=327
num_leaves=12
num_cat=0
split_feature=103 117 141 29 117 11 45 100 67 31 62
split_gain=0.0967785 0.251409 0.338428 0.312592 0.302688 0.300642 0.524199 0.415507 0.377957 0.332148 0.477437
threshold=0.00066645268816500913 0.0056525857653468856 0.00046126570669002836 0.018276390619575981 0.012636432424187662 0.0054799309000372895 0.0031340263085439806 0.0021592099219560628 0.00037263428384903824 0.0081988852471113222 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 7 -4 -9 10 -7
right_child=1 2 5 -5 -6 9 -8 8 -10 -11 -12
leaf_value=9.0563169859958815e-05 -0.0010138274827621793 0.0054401596129494412 -0.0050927989950798162 -0.005934518213324567 0.00039875392201019639 -0.0001118650409639306 0.0017229269806513694 0.0032250546898788313 -0.003442885441335052 0.0019925379999456302 -0.0046183592245728176
leaf_weight=7803.7607982158661 484.18640553951263 73.639739036560059 88.026379823684692 51.410711884498596 102.62207746505737 166.9365177154541 417.51388990879059 69.65290629863739 54.585593581199646 76.00266969203949 171.66237902641296
leaf_count=3912 261 22 61 35 37 77 156 29 40 39 111
internal_value=0 -0.000402413 7.3114e-05 -0.00148615 0.00250498 -0.000337317 0.00048866 -0.00193908 0.00029542 -0.00159197 -0.00239656
internal_weight=0 1756.24 1220.64 535.597 176.262 1044.38 629.779 212.265 124.238 414.602 338.599
internal_count=4780 868 572 296 59 513 286 130 69 227 188
is_linear=0
shrinkage=0.06


Tree=328
num_leaves=12
num_cat=0
split_feature=37 102 60 87 61 23 1 117 59 30 12
split_gain=0.0908905 0.251261 0.299761 0.457216 0.52205 0.495737 0.497187 0.533468 0.553375 0.467185 0.393348
threshold=0.0027679565828293566 0.00899649551138282 0.00039601318712811922 0.0072436286136507997 0.00244467705488205 0.0014881226234138014 0.0098710241727530974 0.010829726699739696 0.0056525857653468856 0.0012745757703669371 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 9 7 8 -7 -4 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=8.6822324654042449e-05 0.0003682054285290017 -0.002532113600196811 0.0075359842289409937 0.0024436648092635246 -0.0030261472812279202 -0.003021899179420277 0.0026483666683434449 -0.0048433155198450524 0.0020507490115544919 -0.0010260798168450016 0.005210857380188734
leaf_weight=7834.5128836631775 325.96743714809418 177.54052734375 54.182045698165894 150.25015819072723 337.5146769285202 146.46267175674438 119.17230260372162 136.26221001148224 164.23325109481812 39.790549635887146 74.111354112625122
leaf_count=3797 163 108 22 64 220 104 60 91 85 31 35
internal_value=0 -0.000394214 -0.000149009 -0.000641942 -0.00110666 -0.000125217 -0.000795123 -0.00171326 -0.000340507 0.00391057 0.00126527
internal_weight=0 1725.49 1547.95 1147.87 997.618 660.103 566.13 446.958 310.696 93.9726 400.079
internal_count=4780 983 875 677 613 393 340 280 189 53 198
is_linear=0
shrinkage=0.06


Tree=329
num_leaves=12
num_cat=0
split_feature=65 18 149 147 24 4 18 81 108 83 15
split_gain=0.0911524 0.430223 0.326447 0.288765 0.197997 0.141549 0.136622 0.689616 0.468329 0.432434 0.332373
threshold=0.041476719081401832 0.0054799309000372895 0.00085274505545385193 0.0033348383149132137 0.00047558375808876013 0.0013986918493174019 0.0045489775948226461 0.020658296532928947 0.0060143163427710542 0.013032016810029747 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -6 -1 9 -9 10 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.00011023664807713196 0.0024854465266468217 0.003385729105865494 -0.0085538831682483493 -0.00080611809676769995 -0.0052557570483260443 0.00042631448806326348 -0.00076824524815618058 0.0085318057022937023 -0.0002658354600851988 -0.003071632706720835 0.0033344099639190557
leaf_weight=8301.4051802158356 46.41258180141449 57.356927394866943 46.208380222320557 27.698772311210632 34.656285166740417 28.982338428497314 567.27786719799042 47.088398456573486 40.534433484077454 281.1058349609375 81.27306854724884
leaf_count=4042 21 27 36 14 27 15 351 19 24 171 33
internal_value=0 -0.00115131 -0.00256592 -0.00565019 -0.000494619 -0.00266802 2.98141e-05 -0.000626466 0.00446201 -0.00110607 -0.000254122
internal_weight=0 241.315 183.958 73.9072 110.051 63.6386 9318.68 1017.28 87.6228 929.657 648.551
internal_count=4780 140 113 50 63 42 4640 598 43 555 384
is_linear=0
shrinkage=0.06


Tree=330
num_leaves=12
num_cat=0
split_feature=8 69 69 84 107 24 83 72 130 71 115
split_gain=0.0942161 0.534613 0.649702 1.20844 0.427789 0.41519 0.435772 0.470869 0.405861 0.516003 0.574308
threshold=0.0044099434744566688 0.00046126570669002836 0.00039601318712811922 0.000490355829242617 0.0079489401541650313 0.001792412775103003 0.0063990866765379914 0.001792412775103003 0.000490355829242617 0.037906534969806678 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 -7 -11
right_child=1 -3 3 -5 -6 8 -8 -9 -10 10 -12
leaf_value=-0.00015075434446964019 0.006256711280281076 -0.00023661996566255969 0.011919316714447542 -0.00079883592326427007 0.0029695405028414561 -0.00091348901066587885 -0.0042811020091002945 -0.0018170165912994158 0.004993573495980297 -0.00013032006686588269 0.0081948673251691015
leaf_weight=5827.2246264219284 38.0353684425354 2606.6504220962524 55.533679008483887 52.154595732688904 258.14263451099396 308.87267446517944 129.30469715595245 82.216298699378967 81.880818009376526 64.450574636459351 55.533679008483887
leaf_count=2837 17 1384 18 28 95 180 78 59 36 30 18
internal_value=0 0.000235342 0.0013278 0.00575978 0.000859164 0.000142628 -0.00186322 0.000736688 0.00112272 0.000383671 0.00372292
internal_weight=0 3732.78 1126.13 107.688 1018.44 760.294 249.556 120.252 510.738 428.857 119.984
internal_count=4780 1943 559 46 513 418 154 76 264 228 48
is_linear=0
shrinkage=0.06


Tree=331
num_leaves=12
num_cat=0
split_feature=71 99 98 124 54 133 4 54 25 12 104
split_gain=0.0879411 0.401951 0.646026 0.617839 0.555942 0.660179 0.419262 0.371578 0.519653 0.308669 0.359332
threshold=0.15819545835256579 0.0011615398107096555 0.0062037324532866487 0.00087947337306104611 0.0017376682371832433 0.00017767510871635753 0.001792412775103003 0.0031340263085439806 0.00042089859198313212 0.00062670491752214741 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 -4 -7 -6 -9 10 -2
right_child=1 2 4 -5 7 6 -8 8 -10 -11 -12
leaf_value=-4.6721826004711036e-05 -0.0032040348934141566 0.0083989162195679708 0.0065024904547440589 0.0038484808692522388 0.0063646156692694208 -0.001467933723567858 -0.0090618962461302601 0.0051534384817253339 -0.0021682840608865913 0.0011189932234288388 -0.011245451060463135
leaf_weight=8968.7963492870331 64.922189712524414 46.480648994445801 27.766839504241943 51.68298065662384 72.356172919273376 88.162514209747314 37.223417401313782 62.695393443107605 78.705936312675476 32.293354511260986 28.914271235466003
leaf_count=4519 43 16 9 15 21 51 29 16 31 10 20
internal_value=0 0.000708789 0.00173484 -0.00167665 0.00089063 -0.00186858 -0.00372236 0.00286754 0.00107807 -0.00394063 -0.00568187
internal_weight=0 591.204 413.391 177.813 366.91 153.153 125.386 213.758 141.401 126.13 93.8365
internal_count=4780 261 173 88 157 89 80 68 47 73 63
is_linear=0
shrinkage=0.06


Tree=332
num_leaves=12
num_cat=0
split_feature=107 8 71 10 20 42 19 23 138 0 118
split_gain=0.0850086 0.39369 0.53432 0.367533 0.551605 0.587272 0.788713 0.488588 0.523682 0.266794 0.466418
threshold=0.015675474889576439 0.0060143163427710542 0.00099512818269431613 0.0020292587578296666 0.0092791137285530585 0.014293605927377941 0.00046126570669002836 0.045367386192083366 0.0011261500185355546 0.0044099434744566688 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -8 10 -7
right_child=1 -3 3 4 -6 9 7 -9 -10 -11 -12
leaf_value=7.1106890452129668e-05 0.0028868143665607168 0.0021271832403189418 0.0024737388259380854 -0.010241885173314643 -0.0074463264217796785 -9.6096201546034347e-05 -0.006130277258906653 0.0034012679323146429 0.0010134913883535852 0.001609740046721731 -0.0050970894633481272
leaf_weight=8255.979619383812 121.40395414829254 183.35546374320984 83.840200781822205 52.626210808753967 56.00529408454895 327.52812731266022 103.5653076171875 46.480648994445801 57.424994587898254 187.34229648113251 84.44795024394989
leaf_count=4282 39 62 35 41 31 96 63 16 22 55 38
internal_value=0 -0.00045019 -0.000871882 -0.00132854 -0.00167678 -0.00130079 -0.00368163 -0.00201759 -0.00358211 -0.000267538 -0.00112121
internal_weight=0 1304.02 1120.66 999.261 915.421 859.416 260.097 207.471 160.99 599.318 411.976
internal_count=4780 498 436 397 362 331 142 101 85 189 134
is_linear=0
shrinkage=0.06


Tree=333
num_leaves=12
num_cat=0
split_feature=94 118 142 114 51 40 81 134 69 147 18
split_gain=0.0869844 0.49731 0.358166 0.322259 0.457597 0.332425 0.353968 0.218855 0.214692 0.234696 0.211128
threshold=0.015200819820165636 0.00085274505545385193 0.021960759535431865 0.0025217677466571335 0.010829726699739696 0.00060774214216507982 0.004017772153019906 0.0003614811430452392 0.00039601318712811922 0.0027679565828293566 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 5 -5 -3 -7 -2 10 -10 -8
right_child=1 3 -4 4 -6 6 8 -9 9 -11 -12
leaf_value=5.5321878591895344e-05 -0.0033163093191644535 0.0044084505976213946 0.0033597042356852042 -0.00013596891045921763 0.0076713127247586077 -0.0052466388388551742 -0.00014919667042202157 0.0014389625780856783 -0.0039318093052752388 0.0014240664141117309 0.0054136177379070869
leaf_weight=8743.092914223671 306.03327345848083 49.047781229019165 38.0353684425354 55.937226891517639 52.290730118751526 55.261410236358643 59.248242974281311 39.318934559822083 67.557389140129089 52.222662925720215 41.954133987426758
leaf_count=4328 198 18 17 36 18 38 31 18 40 23 15
internal_value=0 -0.000592092 -0.00216631 0.000800081 0.00363615 -0.000143509 -0.00095172 -0.00277491 0.000122316 -0.00159671 0.00215691
internal_weight=0 816.907 383.388 433.52 108.228 325.292 276.244 345.352 220.982 119.78 101.202
internal_count=4780 452 233 219 54 165 147 216 109 63 46
is_linear=0
shrinkage=0.06


Tree=334
num_leaves=12
num_cat=0
split_feature=117 105 47 110 133 140 110 21 54 51 14
split_gain=0.09302 0.431308 0.288377 0.334079 0.345641 0.499924 0.394146 0.381579 0.52115 0.285705 0.283477
threshold=0.00062670491752214741 0.0060143163427710542 0.10820819064974786 0.0072436286136507997 0.0054799309000372895 0.00244467705488205 0.00066645268816500913 0.0012745757703669371 0.014293605927377941 0.00080172589514404546 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 -7 -6
right_child=-2 -3 -4 -5 10 6 -8 -9 -10 -11 -12
leaf_value=-0.00058816667604179545 -6.3739762586281835e-05 0.0045863035254853418 -0.0049992784421987631 0.0060314902895305242 -0.0057343637887720322 -2.4793803767849341e-05 -0.0022093575644773727 0.00031381472901858214 0.010730092692158535 0.0064851464636204387 -0.00038379978749677514
leaf_weight=416.28868043422699 8566.4275498390198 86.947015285491943 37.359551787376404 36.144052863121033 58.436291933059692 50.871029615402222 47.628080725669861 74.247488498687744 47.832282304763794 46.41258180141449 91.405463099479675
leaf_count=246 4251 45 19 13 43 27 27 25 12 21 51
internal_value=0 0.000549554 0.000162423 0.000384264 0.000139265 0.000711569 0.0027381 0.00381229 0.00560225 0.003081 -0.00247045
internal_weight=0 993.573 906.626 869.266 833.122 683.28 266.991 219.363 145.116 97.2836 149.842
internal_count=4780 529 484 465 452 358 112 85 60 48 94
is_linear=0
shrinkage=0.06


Tree=335
num_leaves=12
num_cat=0
split_feature=43 17 121 143 87 2 61 5 66 100 47
split_gain=0.0916072 0.265167 0.902189 0.297521 0.394933 0.351772 0.335048 0.424721 0.409616 0.607758 0.32467
threshold=0.0081988852471113222 0.019431582652032379 0.0063990866765379914 0.0034400182776153092 0.004017772153019906 0.0012745757703669371 0.0048403022810816774 0.0084566329605877417 0.00062670491752214741 0.00244467705488205 0.00096484774257987748
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 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-8.7917725009740982e-05 0.003791384257242921 0.0040997854313349512 -0.007102412913601727 -0.0032924015472456472 0.0051538741782569371 4.2785228014283349e-05 0.0032395001276456091 -0.0045350259457216076 -0.0045125056429429385 0.0025739240631764836 -0.00061013775568954649
leaf_weight=7810.0279285907745 65.734140753746033 43.913516759872437 63.030874133110046 81.812750816345215 152.48180973529816 71.072606801986694 134.30768251419067 68.233205795288086 50.195212960243225 285.2336573600769 733.95668196678162
leaf_count=4071 31 14 39 41 43 20 44 38 29 106 304
internal_value=0 0.000392372 -0.00250257 0.000580803 0.00136703 0.00352895 0.000587228 -0.000146529 0.000571139 0.00126635 -0.000248335
internal_weight=0 1749.97 106.944 1643.03 843.337 223.554 619.783 485.475 417.242 367.046 799.691
internal_count=4780 709 53 656 321 63 258 214 176 147 335
is_linear=0
shrinkage=0.06


Tree=336
num_leaves=12
num_cat=0
split_feature=20 58 144 14 132 20 9 17 143 108 96
split_gain=0.0875681 0.241887 0.433581 0.579354 0.320832 0.146561 0.577323 0.3844 0.347263 0.253945 0.353565
threshold=0.030689206905663017 0.00096484774257987748 0.00082683752407319855 0.00093549740267917525 0.00090704852482303988 0.0019071503775194289 0.0035485138650983576 0.0025217677466571335 0.035692447796463973 0.0060143163427710542 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 8 -8 9 -7 -11
right_child=1 2 4 -5 -6 6 7 -9 -10 10 -12
leaf_value=9.6004264394171525e-05 0.0037441084553663261 -0.0087874705188328711 0.0054929754142005087 0.00038773057846170847 -0.00043374676546809211 -0.0012650047421473394 0.0076367299094695171 0.00062789665368227245 -0.0051914711795902893 -0.00049766714300483923 0.0022559026372763191
leaf_weight=7124.1320068836212 83.840200781822205 37.899234056472778 61.343760132789612 71.544221878051758 70.868405222892761 958.77524352073669 49.723597884178162 64.990256905555725 60.395674705505371 761.11091673374176 215.37654948234558
leaf_count=3524 35 27 20 33 35 560 16 38 42 358 92
internal_value=0 0.000967229 3.81661e-06 -0.00278955 0.00231613 -3.40927e-05 -0.00047327 0.00366593 -0.000711198 -0.000571378 0.000109667
internal_weight=0 325.496 241.656 109.443 132.212 9234.5 2110.37 114.714 1995.66 1935.26 976.487
internal_count=4780 150 115 60 55 4630 1106 54 1052 1010 450
is_linear=0
shrinkage=0.06


Tree=337
num_leaves=12
num_cat=0
split_feature=81 73 143 114 47 125 88 5 73 20 104
split_gain=0.091638 0.329061 0.523133 0.608874 0.463948 0.470566 0.384179 0.392131 0.550722 0.440367 0.389265
threshold=0.0031340263085439806 0.0023699469165876512 0.010180860292166473 0.0016846025246195497 0.0036604277556762104 0.0015833032084628942 0.0095705352723598498 0.00043393640953581786 0.0027679565828293566 0.0092791137285530585 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 9 -9 -3 -10
right_child=-2 2 3 4 5 -7 -8 8 10 -11 -12
leaf_value=-0.0001929155119167967 -0.0001685519705888924 -0.0010999503885636165 0.008146022575461315 -0.0013320085116092805 0.00063275724195653994 0.0077819263649822456 -0.0013196417012538541 0.0085506161383762345 0.00058352972652758945 0.0041172771751197918 0.0048961033260875352
leaf_weight=2738.6826622486115 5243.2993352413177 372.24388456344604 67.761590719223022 102.8894909620285 69.65290629863739 63.235075712203979 353.52521979808807 44.521266222000122 338.19534885883331 69.045156836509705 96.94813072681427
leaf_count=1214 2756 194 25 65 29 24 235 17 170 26 25
internal_value=0 0.000204732 0.000894858 0.00313338 0.00169276 0.00403471 0.000361717 0.00100714 0.00219466 -0.00028365 0.00154435
internal_weight=0 4316.7 1578.02 303.539 235.777 132.888 1274.48 920.954 479.665 441.289 435.143
internal_count=4780 2024 810 143 118 53 667 432 212 220 195
is_linear=0
shrinkage=0.06


Tree=338
num_leaves=12
num_cat=0
split_feature=91 113 146 65 71 99 80 96 69 1 148
split_gain=0.0885175 0.369493 0.40464 0.392508 0.435766 0.351683 0.391362 0.395555 0.378999 0.310758 0.303069
threshold=0.0042751494329422721 0.013439828064292671 0.00077738583786413084 0.0030382014811038975 0.0079489401541650313 0.010500331409275534 0.0019672545604407792 0.028884131461381916 0.019431582652032379 0.0037758676335215573 0.08153740689158441
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 7 9 -8 -6 -4
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=8.4822785329602572e-05 0.0050578336569956266 0.0018059624154055346 -0.00063769659529639626 0.0010653454357203501 -0.0033374373199232424 -0.0058863382649079433 -0.0045250386678037016 0.0046420494827143378 0.0019402132722005502 0.0024820777705843685 0.0049437110922970024
leaf_weight=7862.8145501613617 41.954133987426758 236.72555840015411 545.18982970714569 285.90461874008179 104.17305707931519 98.294908761978149 210.16936254501343 50.331347346305847 38.643117904663086 48.371964573860168 37.427618980407715
leaf_count=3862 15 96 306 152 66 69 141 19 20 20 14
internal_value=0 -0.000392972 -0.000749396 -0.000921153 -0.00142261 -0.00263392 -0.00192614 2.9735e-05 -0.00352092 -0.00149207 -0.000279144
internal_weight=0 1697.19 1460.46 1418.51 1132.6 549.984 451.689 202.876 248.812 152.545 582.617
internal_count=4780 918 822 807 655 335 266 105 161 86 320
is_linear=0
shrinkage=0.06


Tree=339
num_leaves=12
num_cat=0
split_feature=115 7 7 7 4 42 96 86 23 25 33
split_gain=0.0887361 0.346316 0.429626 0.366979 0.601297 0.564815 0.50997 0.47515 0.45152 0.414318 0.388504
threshold=0.0010263677686452868 0.0072436286136507997 0.0010918468469753864 0.00047558375808876013 0.00077738583786413084 0.0013560238294303419 0.0033348383149132137 0.0005375427135732026 0.094028618186712279 0.0017376682371832433 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -7 -6 -1 -9 -10
right_child=-2 -3 -4 4 7 6 -8 9 10 -11 -12
leaf_value=0.00027112801020060049 -0.00015127125425555939 0.0034965026503681663 -0.0014541652387060921 -0.001063056191838406 -0.002037956756801572 0.0019808598720416175 0.0081634461523911375 -0.0002300157868906384 -0.0073785196993416281 0.0065800766774091642 -0.00080361389354811485
leaf_weight=2533.7156313657761 5674.2420699596405 112.82253921031952 533.84193623065948 62.423124670982361 177.74472892284393 84.584084630012512 111.13542520999908 74.111354112625122 51.478779077529907 56.817245125770569 87.083149671554565
leaf_count=1072 3069 50 282 36 93 28 31 35 30 19 35
internal_value=0 0.000220896 0.000122946 0.000382872 0.00176956 0.00390651 0.00549152 -1.75623e-05 8.87419e-05 0.00272526 -0.00324633
internal_weight=0 3885.76 3772.94 3239.09 566.816 258.143 195.72 308.673 2672.28 130.929 138.562
internal_count=4780 1711 1661 1379 242 95 59 147 1137 54 65
is_linear=0
shrinkage=0.06


Tree=340
num_leaves=12
num_cat=0
split_feature=131 137 8 85 128 47 105 96 61 117 141
split_gain=0.0864118 0.376879 0.406209 0.445514 0.415294 0.466031 0.707376 0.614871 0.628788 0.400351 0.547073
threshold=0.00096484774257987748 0.00017767510871635753 0.0044099434744566688 0.0025217677466571335 0.0010918468469753864 0.0023699469165876512 0.00042089859198313212 0.00017767510871635753 0.0062037324532866487 0.04673989117145539 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 7 -7 -9 10 -1
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00019820666084921441 0.00018436639499666669 -0.00093344872317581852 0.0013304493056049862 -0.0026089872172613414 -0.0011367703103952816 0.00023457215454420293 -0.00052894418538131202 0.0097597834390805473 0.0021583917963499091 0.0016341746179913417 -0.0031001597074232124
leaf_weight=1046.4807084798813 4675.7540545463562 1594.7676421403885 838.46521973609924 248.27279818058014 173.01401233673096 77.422370195388794 157.88348770141602 98.163629651069641 65.194458484649658 283.41040897369385 301.17127776145935
leaf_count=454 2377 866 393 153 107 30 75 31 23 97 174
internal_value=0 -0.000176496 0.000190481 -0.00019949 7.20861e-05 0.00146366 0.00259221 0.0046388 0.00672615 -0.000415653 -0.000846731
internal_weight=0 4884.25 3289.48 2451.01 2202.74 571.678 398.664 240.78 163.358 1631.06 1347.65
internal_count=4780 2403 1537 1144 991 266 159 84 54 725 628
is_linear=0
shrinkage=0.06


Tree=341
num_leaves=12
num_cat=0
split_feature=10 92 150 29 93 87 112 107 12 4 24
split_gain=0.0904789 0.314377 0.372639 0.409273 0.268883 0.373835 0.295773 0.522908 0.442201 0.43619 0.26072
threshold=0.0031340263085439806 0.17555952817201617 0.0036604277556762104 0.010180860292166473 0.016668972559273246 0.0020292587578296666 0.0016846025246195497 0.0058306583669036635 0.00050559637020342063 0.0010585968848317864 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 -3 -1 6 9 8 -8 -6 -2
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.000436525263588251 -0.00012483757814835478 -0.0023968876640368454 0.00089291168999095318 -0.010399950955419046 -0.0010115082113750175 -0.0041868446081198447 -0.0070426216754872883 0.0023618999522563239 -0.00020797312059993691 0.0075229992954751572 0.0026220198149174193
leaf_weight=3085.3476613759995 5750.0939460992813 77.218168616294861 67.085774064064026 32.76496958732605 47.628080725669861 109.98313820362091 67.489321947097778 87.015082478523254 68.840955257415771 39.387001752853394 127.14596807956696
leaf_count=1810 2595 45 27 23 27 68 45 40 41 13 46
internal_value=0 -0.000140459 -0.00263138 -0.00478107 0.000242572 -0.00118105 -0.000115884 -0.00127201 -0.00359142 0.0028516 -6.54131e-05
internal_weight=0 6054.31 177.069 109.983 3505.69 420.344 310.36 223.345 136.33 87.0151 5877.24
internal_count=4780 2736 95 68 2044 234 166 126 86 40 2641
is_linear=0
shrinkage=0.06


Tree=342
num_leaves=12
num_cat=0
split_feature=23 87 110 26 39 118 106 50 72 27 21
split_gain=0.0847906 0.294574 0.586144 0.387631 0.873892 0.260308 0.29356 0.289878 0.214314 0.209074 0.190022
threshold=0.0019672545604407792 0.0017376682371832433 0.04673989117145539 0.00037263428384903824 0.00040826165059115743 0.0054799309000372895 0.0072436286136507997 0.076978169381618514 0.019431582652032379 0.00043393640953581786 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 10 -7 -6
right_child=-2 -3 -4 4 8 9 -8 -9 -10 -11 -12
leaf_value=-0.00080299821303282291 -6.5661964616368072e-05 -0.0021885814440649604 0.0065518800850763465 0.010909972677596455 -0.0040968945794771089 0.0060579783205048053 -0.0064211567756433377 0.0043892252650474979 0.0045589843006614492 0.00089984783560021007 0.001504439470307336
leaf_weight=510.32448768615723 8422.6729999780655 131.12794554233551 60.667943477630615 39.387001752853394 38.506983518600464 34.184670090675354 30.873654007911682 41.886066794395447 36.075985670089722 164.02904951572418 50.263280153274536
leaf_count=342 4091 87 22 13 30 14 19 20 18 100 24
internal_value=0 0.000486271 0.000834858 0.000468038 0.00311776 -8.8949e-05 -0.000727488 -0.00040916 0.000659442 0.00178944 -0.000925321
internal_weight=0 1137.33 1006.2 945.531 164.233 781.298 583.084 552.211 124.846 198.214 88.7703
internal_count=4780 689 602 580 85 495 381 362 72 114 54
is_linear=0
shrinkage=0.06


Tree=343
num_leaves=12
num_cat=0
split_feature=56 148 80 86 118 8 114 78 42 31 105
split_gain=0.0849097 0.319737 0.222545 0.328185 0.224743 0.182624 0.307646 0.310104 0.273443 0.204857 0.319335
threshold=0.00080172589514404546 0.00087947337306104611 0.011880517937242987 0.0031340263085439806 0.0012745757703669371 0.0035485138650983576 0.02129978779703379 0.0011980500421486797 0.0031340263085439806 0.00082683752407319855 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 8 7 -7 -3 -9 -11
right_child=1 2 3 -5 -6 6 -8 9 -10 10 -12
leaf_value=-7.2549864916211419e-05 0.0055585734363377713 -0.00015033274762579472 0.0013794294691808404 -0.0016273338404026276 0.0061479873648276522 0.0033904922885990597 0.0051166903482806432 -0.0017851652079629984 -0.0041365565098457182 -0.00075579136420187462 0.0026306972731305295
leaf_weight=8208.7161509990692 42.561883449554443 208.74966204166412 74.111354112625122 59.787925243377686 68.437407374382019 91.609664678573608 47.020331263542175 229.49092149734497 88.094447016716003 287.52366554737091 153.89665496349335
leaf_count=3990 18 150 35 39 23 36 24 151 56 176 82
internal_value=0 0.000440723 0.000274281 0.00210386 0.00366881 -6.03143e-05 0.000406476 0.000116023 -0.00133332 -0.000331089 0.000424873
internal_weight=0 1351.28 1308.72 202.337 142.549 1106.39 809.541 762.521 296.844 670.911 441.42
internal_count=4780 790 772 97 58 675 469 445 206 409 258
is_linear=0
shrinkage=0.06


Tree=344
num_leaves=12
num_cat=0
split_feature=117 106 92 104 33 147 143 73 24 93 147
split_gain=0.09034 0.26028 0.288169 0.271656 0.228841 0.439751 0.455994 0.388443 0.353282 0.269214 0.250278
threshold=0.00062670491752214741 0.013439828064292671 0.00068727668258361529 0.037906534969806678 0.0020932231564074759 0.0027679565828293566 0.00085274505545385193 0.0044099434744566688 0.0020292587578296666 0.000490355829242617 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -6 9 -8 -7
right_child=-2 2 -4 -5 7 10 8 -9 -10 -11 -12
leaf_value=-0.00027396820212961239 -6.2814830982550212e-05 0.00039013184676679063 0.0062945136141527996 -0.0032416744793418149 -0.0075463203344435419 -0.0031605584816299711 -0.001081741061588936 0.0022172316444904259 0.0072894422467431651 0.0053692035103147465 0.00033397756624185782
leaf_weight=121.1316853761673 8566.4275498390198 63.235075712203979 56.209495663642883 76.138804078102112 32.089152932167053 93.836460947990417 49.58746349811554 27.022955656051636 85.191834092140198 43.913516759872437 345.2160736322403
leaf_count=59 4251 24 16 29 25 63 26 16 31 14 226
internal_value=0 0.00054158 0.00316868 0.000182602 0.000509323 0.000796714 0.00256802 -0.00308294 0.00449453 0.001948 -0.000412892
internal_weight=0 993.573 119.445 874.128 797.989 738.877 299.824 59.1121 178.693 93.501 439.053
internal_count=4780 529 40 489 460 419 130 41 71 40 289
is_linear=0
shrinkage=0.06


Tree=345
num_leaves=12
num_cat=0
split_feature=62 61 38 82 60 2 119 128 42 145 148
split_gain=0.0824383 0.2928 0.384927 0.354434 0.364504 0.32112 0.405993 0.237357 0.396851 0.236194 0.518216
threshold=0.0014427106943912806 0.00043393640953581786 0.0036604277556762104 0.00085274505545385193 0.00039601318712811922 0.015200819820165636 0.0015833032084628942 0.0026012937305495147 0.0058306583669036635 0.0072436286136507997 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 6 7 9 -9 -3 -11
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=7.8290693549422114e-05 0.0030898346899569749 -0.00061798535242648701 -0.0057321835901420074 0.003254633833177493 -0.0050327741868962514 -0.0054999798931787336 0.0024753773328462301 -0.0016067901249709946 0.0041047931947575207 -0.0059839026549110023 -9.0607805512299327e-05
leaf_weight=7983.6642562150955 34.184670090675354 692.46930778026581 53.370094656944275 153.56117427349091 47.56001353263855 45.197082877159119 159.43932259082794 87.418630361557007 87.758966326713562 102.41787588596344 112.95867359638214
leaf_count=4037 14 350 34 59 32 15 56 58 33 52 40
internal_value=0 -0.000396519 -0.000739057 0.00155564 -0.00163599 -0.000532106 -0.000351389 -0.000767537 0.00125455 -0.00115772 -0.00289304
internal_weight=0 1576.34 1341.03 235.306 81.7447 1287.66 1242.46 1083.02 175.178 907.846 215.377
internal_count=4780 743 638 105 46 604 589 533 91 442 92
is_linear=0
shrinkage=0.06


Tree=346
num_leaves=12
num_cat=0
split_feature=105 23 29 65 94 143 45 80 4 51 145
split_gain=0.0824402 0.346376 0.549247 0.352334 0.331368 0.516902 0.751562 0.453408 0.45205 0.429475 0.347378
threshold=0.00017767510871635753 0.094028618186712279 0.0053125319536775359 0.0005375427135732026 0.0048403022810816774 0.001792412775103003 0.017188700847327713 0.0010585968848317864 0.00087947337306104611 0.0005375427135732026 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 9 -6 -8 -7 -11
right_child=-2 2 -4 -5 7 6 8 -9 -10 10 -12
leaf_value=0.0002274354405570839 -9.4214371546518964e-05 0.0021189013195915996 -0.0054827907880861827 -0.001380237981128213 -0.0034512193565024566 0.0058622746975623427 -0.0042046217810273725 0.0019955391830683289 0.0020980711416547998 -0.00035435761185593438 0.0040637059242840372
leaf_weight=835.83487558364868 7434.3417488336563 56.141428470611572 87.62283194065094 294.21376490592957 136.39834439754486 198.08244049549103 79.989502429962158 92.217414140701294 83.976335167884827 112.6864048242569 148.49497699737549
leaf_count=348 3844 21 43 161 81 76 32 39 25 60 50
internal_value=0 0.000329508 -0.00251425 0.000535791 0.000869813 0.00120261 0.00251045 -0.00125414 -0.00097665 0.00375541 0.00215754
internal_weight=0 2125.66 143.764 1981.89 1687.68 1459.06 623.23 228.616 163.966 459.264 261.181
internal_count=4780 936 64 872 711 591 243 120 57 186 110
is_linear=0
shrinkage=0.06


Tree=347
num_leaves=12
num_cat=0
split_feature=8 92 37 23 128 144 50 117 121 117 61
split_gain=0.0837413 0.481702 0.342459 0.350579 0.390832 0.500444 0.396383 0.387583 0.399548 0.337396 0.336588
threshold=0.000490355829242617 0.17555952817201617 0.00050559637020342063 0.094028618186712279 0.00060774214216507982 0.00017767510871635753 0.00087947337306104611 0.012636432424187662 0.016164712607860569 0.016668972559273246 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 10 -4 -8
right_child=-2 -3 9 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0003635145658024045 7.0333032066288595e-05 -0.0057082925686508723 -0.0010416889583019261 -0.0042474099871626864 -0.0051728779341859094 0.00015920295357953808 0.0084258254641152563 0.00018416193735608011 -0.00012936268185006236 -0.0066557331575188517 0.0029857640165668517
leaf_weight=242.60370671749115 8263.6907266378403 59.787925243377686 158.96285223960876 58.640493512153625 80.461117506027222 298.26866483688354 85.259901285171509 128.49760138988495 54.182045698165894 50.871029615402222 78.774003505706787
leaf_count=93 4192 39 91 28 45 149 26 42 22 27 26
internal_value=0 -0.000448358 -0.000194031 0.000257382 0.000530264 -0.000973597 0.00149673 0.00279839 0.0043378 -0.00240273 0.00581334
internal_weight=0 1296.31 1236.52 1026.69 968.047 378.73 589.317 346.714 218.216 209.834 164.034
internal_count=4780 588 549 431 403 194 209 116 74 118 52
is_linear=0
shrinkage=0.06


Tree=348
num_leaves=12
num_cat=0
split_feature=122 14 51 148 71 42 73 5 20 105 67
split_gain=0.083835 0.0919543 0.35182 0.261143 0.299603 0.48452 0.469253 0.293284 0.283176 0.249561 0.319046
threshold=0.031632266007363803 0.00062670491752214741 0.045367386192083366 0.00087947337306104611 0.0068083447404205808 0.004017772153019906 0.00050559637020342063 0.00057154725072905432 0.00017767510871635753 0.00017767510871635753 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -3 -8 10 -5
right_child=-2 3 -4 9 5 -7 8 -9 -10 -11 -12
leaf_value=0.0003007239745382837 -0.0021265835284019724 -0.0013692095239691724 -0.0043598120513585409 0.0016604656132534761 -0.0054687341534459576 -0.0090916324988056518 0.0031340878617408217 0.0029966466722995866 -0.0032210787675659774 -0.0001807487658486206 -0.0019075009476850955
leaf_weight=3970.6094963550568 66.273823022842407 195.1069051027298 59.18017578125 549.24958491325378 73.839085340499878 39.858616828918457 67.085774064064026 77.354303002357483 40.466366291046143 4313.020249247551 107.95568823814392
leaf_count=1767 39 104 36 246 55 26 27 35 29 2342 74
internal_value=0 1.48453e-05 0.000232281 -0.000145519 -0.00146162 -0.00310183 -0.00178564 -0.000129702 0.000742964 -1.47858e-05 0.00107437
internal_weight=0 9493.73 4029.79 5463.94 493.711 221.25 181.391 272.461 107.552 4970.23 657.205
internal_count=4780 4741 1803 2938 276 137 111 139 56 2662 320
is_linear=0
shrinkage=0.06


Tree=349
num_leaves=12
num_cat=0
split_feature=123 26 3 37 145 31 43 63 96 108 114
split_gain=0.0848465 0.438176 0.330002 0.486315 0.429609 0.397457 0.307607 0.318848 0.262769 0.317737 0.403336
threshold=0.0012745757703669371 0.00087947337306104611 0.00064626874518580746 0.00075379351619631063 0.0010918468469753864 0.0022975050378590827 0.00017767510871635753 0.0014881226234138014 0.0010918468469753864 0.0098710241727530974 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 -4 -10 -11
right_child=1 -3 8 4 -6 -7 7 -9 9 10 -12
leaf_value=-8.5939319248998241e-05 0.0048440750681509881 -0.0021490577998624387 -0.00080976465005143914 0.0022597992603675659 -0.0046381317819400251 0.0079526249476719966 0.0027568106311993299 -0.0039935207298630176 0.00033292827993459923 0.0010716283732090648 0.0078009839374183071
leaf_weight=7765.0593236684799 98.771379113197327 218.07496082782745 510.19320857524872 74.111354112625122 57.896609663963318 60.736010670661926 66.546091794967651 40.534433484077454 530.73026645183563 86.339265823364258 51.007164001464844
leaf_count=3801 34 132 304 35 35 17 19 24 320 42 17
internal_value=0 0.00037178 0.000720403 0.00221275 -0.000765524 0.00368751 0.0024291 0.000201529 0.00021556 0.000998575 0.00357075
internal_weight=0 1794.94 1576.87 398.596 132.008 266.588 205.852 107.081 1178.27 668.077 137.346
internal_count=4780 979 847 164 70 94 77 43 683 379 59
is_linear=0
shrinkage=0.06


Tree=350
num_leaves=12
num_cat=0
split_feature=30 34 144 25 55 23 34 21 93 0 4
split_gain=0.0844996 0.420285 0.413731 0.478965 0.455726 0.387204 0.396685 0.378368 0.673014 0.410938 0.47449
threshold=0.0014881226234138014 0.04273676127195359 0.0013146653072908523 0.044033329933881767 0.0005893622583243997 0.0031340263085439806 0.011519505176693203 0.0042751494329422721 0.000490355829242617 0.0020932231564074759 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 8 9 10 -7
right_child=1 -3 4 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00017451679531267796 0.00037326604208206177 -0.0039249558124844278 -0.00052877860507673442 -0.005118685353102192 0.0040229759213575023 0.0067276998981004258 0.0054460761942603112 -0.00020249599839977601 -0.0042474512101714559 -0.0020596478011341325 -0.0022915778725864262
leaf_weight=5142.8796843290329 3025.4333122968674 84.175681471824646 164.09711670875549 62.286990284919739 59.384377360343933 51.614913463592529 52.898479580879211 323.74064087867737 397.16646778583527 160.92223501205444 35.400169014930725
leaf_count=2319 1685 58 95 46 21 20 21 136 269 90 20
internal_value=0 0.000256915 -0.000123854 0.000111176 -0.0011063 -0.00136317 0.000927752 -0.00187627 -0.00271625 -0.000263436 0.00305841
internal_weight=0 3109.61 6450.39 5205.17 1245.22 1185.84 216.996 968.844 645.104 247.937 87.0151
internal_count=4780 1743 3037 2365 672 651 116 535 399 130 40
is_linear=0
shrinkage=0.06


Tree=351
num_leaves=12
num_cat=0
split_feature=78 118 0 109 147 25 27 78 110 120 9
split_gain=0.0854307 0.329274 0.599467 0.35352 0.328711 0.476402 0.42874 0.574298 0.533901 0.352666 0.339359
threshold=0.0058306583669036635 0.0066005610860884198 0.00017767510871635753 0.01884530205279589 0.00068727668258361529 0.0051502294372767219 0.0028552538715302949 0.00093549740267917525 0.00096484774257987748 0.00017767510871635753 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 10 -6 8 -8 -9 -1
right_child=-2 2 3 -5 6 -7 7 9 -10 -11 -12
leaf_value=0.00054212509662007031 0.00021971281962568232 -0.0089709682816145747 -0.0019194005253481193 0.0022742644582450957 -0.0010051724597196447 0.0064658451278891077 -0.00087750947448960316 -0.0011137096711112868 0.0054142796275679621 0.0017185132837711779 -0.0025717496807669696
leaf_weight=2322.734317779541 3823.150186419487 37.223417401313782 344.4770450592041 91.609664678573608 1806.1038575172424 47.088398456573486 73.435537457466125 507.69414353370667 143.29264533519745 229.96739184856415 133.22346270084381
leaf_count=943 2165 29 185 36 826 19 37 297 51 116 76
internal_value=0 -0.000146421 -0.00166228 -0.00103843 -1.01111e-05 0.00048783 -0.000461614 0.000567026 0.00328239 -0.000230759 0.000373213
internal_weight=0 5736.85 473.31 436.087 5263.54 2503.05 2760.49 954.39 216.728 737.662 2455.96
internal_count=4780 2615 250 221 2365 1038 1327 501 88 413 1019
is_linear=0
shrinkage=0.06


Tree=352
num_leaves=12
num_cat=0
split_feature=117 51 140 83 4 0 138 143 23 96 93
split_gain=0.0823369 0.290437 0.300471 0.406704 0.302611 0.23742 0.227415 0.374356 0.211509 0.208488 0.273173
threshold=0.00062670491752214741 0.0026012937305495147 0.076978169381618514 0.0092791137285530585 0.0005375427135732026 0.00087947337306104611 0.00052132029668428015 0.0038949446752667431 0.015675474889576439 0.00017767510871635753 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 9 -3 10 -1
right_child=-2 8 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=4.5904454359750229e-05 -5.9967987284529626e-05 0.0011348960357742059 0.0052125812174613007 0.00090963259398716204 -0.0071318720837130929 -0.0035154899564175802 -0.00053226214936490015 0.0060398814526096576 0.0052851908392549662 -0.0023784484161461401 0.0057030157793832069
leaf_weight=93.364845871925354 8566.4275498390198 124.84624934196472 38.103435635566711 84.584084630012512 40.466366291046143 90.189964175224304 289.27884674072266 60.667943477630615 68.437407374382019 57.828542470932007 45.804832339286804
leaf_count=50 4251 72 12 28 29 45 190 22 23 40 18
internal_value=0 0.000517035 1.28943e-05 -0.00024705 -0.00245643 -0.0013739 0.000622411 0.00191875 0.00260442 0.000649596 0.00190783
internal_weight=0 993.573 800.289 762.185 215.24 174.774 546.945 257.666 193.284 196.998 139.17
internal_count=4780 529 434 422 102 73 320 130 95 108 68
is_linear=0
shrinkage=0.06


Tree=353
num_leaves=12
num_cat=0
split_feature=27 15 131 119 145 47 47 33 126 99 74
split_gain=0.0836752 0.349836 0.345483 0.342055 0.474452 0.287921 0.385589 0.410459 0.418808 0.403025 0.556015
threshold=0.0010585968848317864 0.099488973617553725 0.015200819820165636 0.0005375427135732026 0.0072436286136507997 0.011519505176693203 0.013439828064292671 0.0015349716995842757 0.00068727668258361529 0.00099512818269431613 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -4 -2 7 -7 -9 10 -8
right_child=1 -3 3 -5 -6 6 9 8 -10 -11 -12
leaf_value=-5.9555724650776662e-05 -0.00014907732932630162 0.0046759336518823998 -0.0032798657760050487 -0.0071773472489376888 0.0025334874640230939 -0.00053667015824830524 0.00020502170100256627 0.0021834577723080614 0.0084757912835088968 -0.00060905979843091645 0.0043132705929015257
leaf_weight=3607.8902568817139 4224.7070348262787 60.736010670661926 152.47695446014404 43.169632911682129 75.599121809005737 76.070736885070801 340.42700040340424 90.258031368255615 65.870275139808655 640.79118239879608 182.00383043289185
leaf_count=1588 2445 17 91 21 21 34 149 40 21 287 66
internal_value=0 0.000146683 -0.000214813 -0.00227992 -0.00135295 9.77364e-05 0.000844977 0.00307733 0.00483818 0.000399362 0.00163625
internal_weight=0 5680.86 3879.14 271.246 228.076 5620.13 1395.42 232.199 156.128 1163.22 522.431
internal_count=4780 3059 1721 133 112 3042 597 95 61 502 215
is_linear=0
shrinkage=0.06


Tree=354
num_leaves=12
num_cat=0
split_feature=49 80 89 117 112 123 108 137 61 69 63
split_gain=0.0822003 0.35849 0.308935 0.29445 0.266385 0.235185 0.220184 0.212114 0.192876 0.290919 0.171439
threshold=0.0011615398107096555 0.0022272822679951791 0.00085274505545385193 0.0042751494329422721 0.0019071503775194289 0.00038414125447161501 0.011169348377734424 0.00040826165059115743 0.0016846025246195497 0.00017767510871635753 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 7 -3 -7 -2 -4 -10 -9
right_child=1 5 3 -5 -6 6 -8 10 9 -11 -12
leaf_value=-5.4394237967719661e-05 -0.00019004778695630624 -0.0044302583005583658 -0.00069441060082021976 -0.0027912267551737551 0.0060640382894103489 0.00060660435263907588 -0.0044899323696538929 0.0061944139828307519 0.00622715387671043 0.00010547380548101773 0.0010601687337236435
leaf_weight=8725.934939622879 97.2155442237854 62.286990284919739 90.525444865226746 88.026379823684692 71.68035626411438 181.52736008167267 36.683735132217407 50.331347346305847 53.506229043006897 58.504359126091003 43.777382373809814
leaf_count=4302 53 46 68 61 23 101 21 19 24 38 24
internal_value=0 0.000569069 0.00145453 0.000105997 0.00294436 -0.0011784 -0.000250181 0.00177557 0.00136519 0.00302973 0.00380607
internal_weight=0 834.065 553.567 290.562 263.005 280.498 218.211 191.324 202.536 112.011 94.1087
internal_count=4780 478 310 191 119 168 122 96 130 62 43
is_linear=0
shrinkage=0.06


Tree=355
num_leaves=12
num_cat=0
split_feature=150 91 62 62 80 24 33 130 44 54 70
split_gain=0.0792484 0.280361 0.393857 0.810419 0.921185 0.360075 0.324767 0.508313 0.290887 0.275648 0.241796
threshold=0.0022272822679951791 0.0058306583669036635 0.00040826165059115743 0.0005893622583243997 0.00062670491752214741 0.0015833032084628942 0.0098710241727530974 0.0012357163941487672 0.0084566329605877417 0.0023699469165876512 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 -5 7 -7 9 -6 -1
right_child=-2 -3 3 5 8 6 -8 -9 -10 -11 -12
leaf_value=0.00018954195177776713 -0.00016299418128365949 -0.0017507524645828624 0.011246955802926237 -0.0027474906790814877 -0.0035411008856507538 -0.0018843758293474809 0.0042952009853179296 0.0060701391489244878 0.0051884164638312099 0.0035841599395433216 -0.0019204958546460728
leaf_weight=3466.1194595098495 5057.546860575676 254.62256157398224 57.424994587898254 111.94252097606659 41.749932408332825 135.72252774238586 87.690899133682251 36.751802325248718 66.47802460193634 36.751802325248718 207.19868242740631
leaf_count=1854 2346 163 22 67 30 83 38 16 24 16 121
internal_value=0 0.000183089 0.000299007 0.00175989 0.00481538 9.78891e-05 0.00132218 -0.000189383 0.0022679 -0.0002053 7.05223e-05
internal_weight=0 4502.45 4247.83 574.513 202.405 372.108 260.165 172.474 144.98 78.5017 3673.32
internal_count=4780 2434 2271 296 92 204 137 99 70 46 1975
is_linear=0
shrinkage=0.06


Tree=356
num_leaves=12
num_cat=0
split_feature=131 43 92 149 50 95 116 0 70 11 92
split_gain=0.081987 0.272082 0.401375 0.379057 0.373521 0.545366 0.501888 0.66281 0.519216 0.457464 0.349837
threshold=0.00096484774257987748 0.00075379351619631063 0.037906534969806678 0.012636432424187662 0.0053125319536775359 0.00039601318712811922 0.0012357163941487672 0.0087224207818508166 0.0030382014811038975 0.0014427106943912806 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 9 10 -9 -7 -8
right_child=1 2 3 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.00017191822658557822 -0.00034650674387015119 0.001196142522354003 0.0043722136294361861 -0.00091298362038806158 -0.0034691853117987791 0.0060969535570749569 -0.0039076232618243988 0.0065010412427794649 2.8998601470463173e-05 0.00088670293031284787 -0.00072907808833937171
leaf_weight=4884.2460136413574 2014.362483382225 1048.8436391353607 175.51793265342712 67.693523526191711 171.8665806055069 78.842070698738098 165.98843228816986 72.288105726242065 116.60517036914825 263.14076459407806 500.60535156726837
leaf_count=2403 1155 471 66 30 96 21 99 26 58 109 246
internal_value=0 0.000179584 0.000577773 0.00290117 0.000344094 -0.000308532 0.0001451 -0.000631537 0.0025058 0.00208789 -0.00152057
internal_weight=0 4675.75 2661.39 243.211 2418.18 1369.34 1197.47 855.487 188.893 341.983 666.594
internal_count=4780 2377 1222 96 1126 655 559 429 84 130 345
is_linear=0
shrinkage=0.06


Tree=357
num_leaves=12
num_cat=0
split_feature=142 4 112 101 100 66 33 78 65 81 70
split_gain=0.0855719 0.283481 0.51757 0.423529 0.474715 0.492758 0.463744 0.436172 0.553314 0.520791 0.569769
threshold=0.0049928687512874612 0.0010585968848317864 0.0048403022810816774 0.0030382014811038975 0.00017767510871635753 0.0003614811430452392 0.00244467705488205 0.0015833032084628942 0.0041444667149335155 0.0027679565828293566 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -7 9 -9 10 -2
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.0001594368844547633 -0.0018591460713862794 -0.00013106345533863174 -0.0035629649975885387 -0.0019057414199819787 0.0047003246755351691 0.0043371475969886646 -0.0044289795072528278 -0.0012192751816696814 0.0047225094571692302 0.0063264998821603736 0.0061857164522178725
leaf_weight=5344.1759420633316 109.57959032058716 2890.4011670351028 86.339265823364258 68.165138602256775 295.43411910533905 39.994751214981079 47.56001353263855 485.33383727073669 63.842825174331665 84.584084630012512 44.589333415031433
leaf_count=2683 50 1456 42 43 119 16 32 272 27 28 12
internal_value=0 0.00020211 0.000928673 0.00124165 0.00270762 0.00352871 -0.000424639 0.000402265 -0.000528531 0.00254327 0.00046762
internal_weight=0 4215.82 1325.42 1239.08 451.154 382.989 87.5548 787.93 549.177 238.753 154.169
internal_count=4780 2097 641 599 210 167 48 389 299 90 62
is_linear=0
shrinkage=0.06


Tree=358
num_leaves=12
num_cat=0
split_feature=58 94 150 31 72 108 47 9 100 4 24
split_gain=0.0884233 0.368876 0.355682 0.435255 0.515859 0.610203 0.513002 0.507868 0.477404 0.474256 0.442135
threshold=0.0015349716995842757 0.0028552538715302949 0.00082683752407319855 0.00070876078098081063 0.011169348377734424 0.0034400182776153092 0.019431582652032379 0.0011261500185355546 0.00070876078098081063 0.002945306478068233 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 10 -10 -4
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00033396947529500142 -0.00012251876692131474 -0.0010848754310923512 -0.00024126946762674905 -0.00026243060783803123 -0.0022559782280140847 0.0060319423600920527 0.00098391567568668187 2.1011317088361816e-05 -0.0028899048351328773 0.0043076137054654691 0.0061584839329525175
leaf_weight=907.83614671230316 6589.419762969017 580.51707625389099 77.422370195388794 502.08826398849487 96.471660375595093 290.50405621528625 171.66723430156708 61.275692939758301 163.48936724662781 41.278317332267761 78.030119657516479
leaf_count=538 3163 379 30 280 60 100 63 25 92 17 33
internal_value=0 0.000271774 0.000601288 0.00117412 0.00191 0.00236481 0.00367276 0.00498491 0.000464188 -0.00143899 0.00297112
internal_weight=0 2970.58 2390.06 1482.23 980.139 883.667 523.447 351.78 360.22 204.768 155.452
internal_count=4780 1617 1238 700 420 360 188 125 172 109 63
is_linear=0
shrinkage=0.06


Tree=359
num_leaves=12
num_cat=0
split_feature=113 140 27 9 125 113 136 80 59 91 98
split_gain=0.0858922 0.273405 0.302528 0.26778 0.265421 0.180176 0.368279 0.256066 0.277921 0.210761 0.575807
threshold=0.019431582652032379 0.0034400182776153092 0.00090704852482303988 0.00037263428384903824 0.0011980500421486797 0.013439828064292671 0.00082683752407319855 0.00090704852482303988 0.0056525857653468856 0.0038949446752667431 0.034632634371519096
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 9 7 -7 -9 -1 -11
right_child=1 2 4 -5 -6 6 -8 8 -10 10 -12
leaf_value=0.00013119910704825901 0.001427133954024957 -0.0067576075273165052 0.001490552913148425 -0.0013641866858183694 -0.0039990876932161712 0.0032236824342448396 0.0048076397180724616 -0.0037030980597902827 0.0017780065478737719 -0.00038427937479803626 -0.0059424562463024268
leaf_weight=7194.3926626443863 131.53634870052338 64.314440250396729 110.99929082393646 68.369340181350708 44.3851318359375 64.586709022521973 85.867650747299194 78.030119657516479 58.100811243057251 1589.3611088991165 70.056454181671143
leaf_count=3556 57 40 41 28 27 20 29 33 20 882 47
internal_value=0 -0.000839386 -0.00187431 -0.00397848 -7.75478e-05 3.85333e-05 0.00151919 0.000112384 -0.00136376 -9.39349e-06 -0.000618932
internal_weight=0 419.605 288.068 132.684 155.384 9140.4 286.585 200.718 136.131 8853.81 1659.42
internal_count=4780 193 136 68 68 4587 102 73 53 4485 929
is_linear=0
shrinkage=0.06


Tree=360
num_leaves=12
num_cat=0
split_feature=78 71 7 94 108 20 68 81 95 124 31
split_gain=0.0813299 0.295702 0.374862 0.307207 0.484661 0.727037 0.694798 0.681832 0.665332 0.449041 0.405069
threshold=0.0058306583669036635 0.15819545835256579 0.00082683752407319855 0.00093549740267917525 0.0038949446752667431 0.0026833302108570938 0.0031340263085439806 0.010180860292166473 0.014740333426743748 0.00073092587990686308 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -6 9 10 -8 -2
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.00014286353682787029 -0.0022270343377689366 0.00049740769631821018 0.0069852053514301345 -0.00018321041691062476 -0.00099471626353392459 -0.0041963686993047268 -0.0012969682717707551 0.0099835079837517354 0.0066601610595306161 0.0051781443929655897 0.0020508380710184287
leaf_weight=5736.8498817682266 284.6842645406723 84.44795024394989 51.68298065662384 2852.6818581819534 87.486697554588318 48.843579649925232 55.465611815452576 75.599121809005737 45.129015684127808 126.47015142440796 110.65895485877991
leaf_count=2615 194 38 15 1654 53 33 23 21 20 48 66
internal_value=0 0.000214375 0.00296054 0.000112982 0.00112569 0.00265496 0.00362489 0.0051942 -0.000241767 0.00320412 -0.00102963
internal_weight=0 3823.15 136.131 3687.02 834.337 393.865 345.022 257.535 440.472 181.936 395.343
internal_count=4780 2165 53 2112 458 178 145 92 280 71 260
is_linear=0
shrinkage=0.06


Tree=361
num_leaves=12
num_cat=0
split_feature=42 52 131 98 7 124 147 31 11 87 2
split_gain=0.085922 0.270326 0.266688 0.321457 0.282459 0.332596 0.36642 0.300928 0.208316 0.178538 0.296315
threshold=0.032603342086076743 0.012636432424187662 0.028884131461381916 0.00017767510871635753 0.00047558375808876013 0.00899649551138282 0.0022975050378590827 0.00052132029668428015 0.00085274505545385193 0.000490355829242617 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 9 -9 10 -5
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-6.8829700510254608e-05 -0.0024340322441814446 0.0034670992337274904 -0.0032555864897808044 0.0013463855191306853 0.00063304205046004424 -0.0012561157583131459 0.0056485425358265779 -7.3916140430497876e-06 -0.0042447919594224177 0.0020786735372621047 -0.0030659100330201355
leaf_weight=8338.9981585741043 122.68752026557922 99.515262961387634 74.85523796081543 151.19824361801147 89.786416292190552 67.761590719223022 126.06660354137421 86.611534595489502 80.665319085121155 235.91846263408661 85.935717940330505
leaf_count=4425 40 27 28 42 27 25 30 22 30 60 24
internal_value=0 0.000470082 0.000204141 0.000451581 0.000834752 0.00241107 0.00356229 0.00013657 -0.00205078 0.000910042 -0.0002526
internal_weight=0 1221 1121.49 1046.63 923.944 283.615 215.853 640.329 167.277 473.052 237.134
internal_count=4780 355 328 300 260 82 57 178 52 126 66
is_linear=0
shrinkage=0.06


Tree=362
num_leaves=12
num_cat=0
split_feature=29 26 12 150 117 15 81 62 138 105 99
split_gain=0.085357 0.376693 0.292235 0.301137 0.285112 0.370945 0.170368 0.389055 0.414999 0.405127 0.541861
threshold=0.0010585968848317864 0.00055427959887310873 0.0038949446752667431 0.0060143163427710542 0.019431582652032379 0.099488973617553725 0.0031340263085439806 0.00070876078098081063 0.00052132029668428015 0.00017767510871635753 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 -2 9 -9 -11
right_child=6 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=6.4682114798221305e-05 0.00057399997862229329 -0.0021432528115388166 0.0067700304314853204 0.0046448696755971254 -0.0039259772729903775 0.0051412348419497848 -0.00031312871928778317 0.0010911349600239524 0.0010208196161256896 -0.0018975359659996614 -0.0079904847394814561
leaf_weight=1125.4394924640656 2757.5277508497238 46.952264070510864 54.789795160293579 47.156465649604797 60.463741898536682 54.318180084228516 4636.4983319044113 122.5513858795166 257.93843293190002 334.00916981697083 62.35505747795105
leaf_count=657 1259 29 25 14 37 12 2402 50 110 144 41
internal_value=0 0.000434817 0.00328636 0.00125817 9.24666e-05 0.000298416 -7.39226e-05 0.000239874 -0.00094614 -0.00192386 -0.00285606
internal_weight=0 1389.12 148.899 94.1087 1240.22 1179.76 8170.88 3534.38 776.854 518.916 396.364
internal_count=4780 774 68 43 706 669 4006 1604 345 235 185
is_linear=0
shrinkage=0.06


Tree=363
num_leaves=12
num_cat=0
split_feature=23 110 110 58 38 85 33 51 95 12 133
split_gain=0.0796793 0.329606 0.221453 0.304907 0.546757 0.533869 0.523368 0.580855 0.468526 0.419504 0.38162
threshold=0.0019672545604407792 0.04673989117145539 0.00899649551138282 0.029773407615721229 0.0026012937305495147 0.0005375427135732026 0.00042089859198313212 0.00066645268816500913 0.0036604277556762104 0.00017767510871635753 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -8 -6 -7 -11
right_child=2 -3 3 -5 8 9 7 -9 -10 10 -12
leaf_value=0.00020408657925627969 4.4632207181481947e-05 0.0043745237021642061 0.000435703044316425 0.0028022792583221878 0.0073912713454948329 0.0052369612500439847 -0.010220820222798428 -0.0033465409115207428 -0.00097084987361458213 -0.0018514505664657377 0.0035820621332850596
leaf_weight=1064.4312130212784 7494.2900848388672 72.895855188369751 97.351678609848022 72.356172919273376 45.872899532318115 45.197082877159119 54.653660774230957 232.4664568901062 50.871029615402222 273.54057264328003 56.073361277580261
leaf_count=660 3633 29 43 21 13 15 35 123 27 155 26
internal_value=0 0.000471387 -6.36521e-05 -0.000937768 -0.0012539 -0.00179517 -0.00336604 -0.00465507 0.0029942 -0.000183808 -0.000927111
internal_weight=0 1137.33 8422.67 928.383 856.027 759.283 384.472 287.12 96.7439 374.811 329.614
internal_count=4780 689 4091 458 437 397 201 158 40 196 181
is_linear=0
shrinkage=0.06


Tree=364
num_leaves=12
num_cat=0
split_feature=43 2 60 134 136 2 59 82 144 81 115
split_gain=0.0802029 0.305836 0.367833 0.688539 0.573184 0.451849 0.350603 0.495198 0.333652 0.413012 0.342723
threshold=0.0081988852471113222 0.00080172589514404546 0.00017767510871635753 0.00052132029668428015 0.00082683752407319855 0.0018488886416889729 0.0030382014811038975 0.0010918468469753864 0.0011261500185355546 0.0072436286136507997 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2 -8 10 -10 -9
right_child=1 2 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-8.2263394692562618e-05 -7.6299475835200515e-05 0.00089869066802604177 -0.012645337288498327 0.0026031072527431618 -0.00076044936281054502 -0.0043859561196622713 -0.0028488607625273546 0.0025563906142351896 -0.0031657622031895584 0.0041894921406876139 0.007098332235447459
leaf_weight=7810.0279285907745 669.7735208272934 222.94666707515717 36.615667939186096 72.356172919273376 91.001915216445923 68.369340181350708 68.909022450447083 331.71430635452271 70.124521374702454 45.197082877159119 72.963922381401062
leaf_count=4071 302 60 26 21 33 28 36 122 42 15 24
internal_value=0 0.000367137 -0.000902469 -0.00239892 -0.00424561 -0.00726658 0.00086269 0.00193062 0.00256398 -0.000283076 0.00337531
internal_weight=0 1749.97 491.29 268.343 195.987 104.985 1258.68 588.909 520 115.322 404.678
internal_count=4780 709 168 108 87 54 541 239 203 57 146
is_linear=0
shrinkage=0.06


Tree=365
num_leaves=12
num_cat=0
split_feature=10 92 113 109 94 101 40 39 45 70 5
split_gain=0.0834714 0.253758 0.335316 0.413612 0.339783 0.26842 0.23382 0.495529 0.337424 0.331222 0.341442
threshold=0.0031340263085439806 0.17555952817201617 0.0020932231564074759 0.0058306583669036635 0.0033348383149132137 0.14610802382230761 0.018276390619575981 0.0063990866765379914 0.0022975050378590827 0.00093549740267917525 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 9 -9 -8 -11
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=0.00023298959069510157 7.0951888303414623e-05 -0.0065163566283736891 0.00084382851823528772 -0.010532679788556818 0.0014726352409673228 -0.0041302818507228459 -0.0065690624318587437 0.0049976087273066669 -0.0008635765646327556 -0.0040130494193909173 0.002935296603059568
leaf_weight=3505.6912417411804 5457.1686025857925 35.332101821899414 70.328722953796387 29.522020697593689 41.886066794395447 57.964676856994629 79.581099271774292 49.655530691146851 122.81879937648773 70.056454181671143 39.994751214981079
leaf_count=2044 2387 25 27 23 20 30 62 21 78 47 16
internal_value=0 -0.00013491 -0.00237283 -0.00449221 -0.00218282 -6.74867e-05 -2.70179e-05 -0.00150348 0.000823864 -0.00362025 -0.00148789
internal_weight=0 6054.31 177.069 106.74 77.2182 5877.24 5819.28 362.107 172.474 189.632 110.051
internal_count=4780 2736 95 68 45 2641 2611 224 99 125 63
is_linear=0
shrinkage=0.06


Tree=366
num_leaves=12
num_cat=0
split_feature=104 75 104 34 61 60 132 92 118 72 29
split_gain=0.0777755 0.254411 0.545987 0.319069 0.454991 0.303322 0.345103 0.368349 0.685452 0.308408 0.379171
threshold=0.015200819820165636 0.013860232196748258 0.024810968898236755 0.0035485138650983576 0.0027679565828293566 0.00073092587990686308 0.00080172589514404546 0.0014427106943912806 0.00017767510871635753 0.00017767510871635753 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 9 -9 10 -4
right_child=1 -3 5 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.5362186312846255e-05 0.0020158088213413387 -0.003597099731178366 0.0018969065745542844 0.0024141557148737018 -0.0041681848066569922 -0.0025353650751494838 0.0025094056289728999 -0.00031984685359593405 -0.007644858720254776 0.001336090488132614 -0.0041695055637670612
leaf_weight=7655.3728239536285 105.25727689266205 57.220793008804321 60.128261208534241 567.564701795578 72.220038533210754 194.16367495059967 170.58786976337433 149.91467750072479 66.341890215873718 364.41606402397156 96.811996340751648
leaf_count=4140 34 37 14 187 31 78 47 41 34 102 35
internal_value=0 0.000343101 0.000465143 0.00171982 -0.000500616 -0.000382844 7.73424e-05 -0.000485121 -0.00256697 0.000378421 -0.00184529
internal_weight=0 1904.63 1847.41 745.042 177.477 1102.36 908.201 737.613 216.257 521.356 156.94
internal_count=4780 640 603 252 65 351 273 226 75 151 49
is_linear=0
shrinkage=0.06


Tree=367
num_leaves=12
num_cat=0
split_feature=109 103 11 108 59 133 61 92 38 103 19
split_gain=0.0812727 0.382963 0.286031 0.407112 0.779616 0.38985 0.415 0.493013 0.484039 0.445747 0.417138
threshold=0.0058306583669036635 0.00050559637020342063 0.0012357163941487672 0.0005375427135732026 0.0019672545604407792 0.00080172589514404546 0.0016846025246195497 0.0014427106943912806 0.00037263428384903824 0.00017767510871635753 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 9 8 10 -7 -8
right_child=-2 -3 3 5 -6 6 7 -9 -10 -11 -12
leaf_value=-9.8201760401069534e-05 -0.00015805411690157628 -0.00096080262789287666 0.008855622819896004 -0.0018428173393235632 0.00095812146160424196 -0.00060009247185399868 0.01003091328984655 0.00074806514157393358 0.001612673282037053 0.0054763953840960139 0.0034382579547291726
leaf_weight=1655.3675184249878 5263.5981112718582 833.72964787483215 66.409957408905029 195.1069051027298 139.57322609424591 573.89989936351776 63.303142905235291 483.51058888435364 162.41000270843506 47.020331263542175 76.070736885070801
leaf_count=893 2456 455 29 104 86 341 19 263 76 24 34
internal_value=0 0.000193635 0.000471596 0.000993492 0.00350431 0.000670517 0.00101923 0.00193577 0.00383869 -0.000139939 0.00643262
internal_weight=0 4296.4 3462.67 1807.3 205.983 1601.32 1406.21 785.294 301.784 620.92 139.374
internal_count=4780 2324 1869 976 115 861 757 392 129 365 53
is_linear=0
shrinkage=0.06


Tree=368
num_leaves=12
num_cat=0
split_feature=65 54 143 114 65 120 124 148 37 61 116
split_gain=0.0755958 0.362874 0.323292 0.333164 0.134895 0.368256 0.461058 0.299505 0.418235 0.278231 0.27031
threshold=0.041476719081401832 0.0062037324532866487 0.010180860292166473 0.0038949446752667431 0.0084566329605877417 0.000490355829242617 0.00073092587990686308 0.017188700847327713 0.00087947337306104611 0.0011615398107096555 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 10 8 -8 -10 -6
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-3.2755303551717739e-05 -0.0030624354963929724 -0.0059493472541303416 0.003702417530150476 0.0043092781948547501 0.0015664328621291677 -0.0016132568083882797 -0.0055762452947740659 0.0031261217901911967 -0.0033360420828270564 0.00300963531966342 0.0059568606624052708
leaf_weight=8718.2967548370361 108.63150489330292 44.3851318359375 60.599876284599304 27.698772311210632 95.460363030433655 155.78797054290771 57.15272581577301 76.070736885070801 38.506983518600464 70.260655760765076 107.14859247207642
leaf_count=4339 72 27 27 14 39 86 42 34 30 32 38
internal_value=0 -0.00104847 5.61152e-05 -0.00156469 2.7151e-05 0.000897057 0.00177667 8.70612e-06 -0.00142056 0.000763077 0.00388829
internal_weight=0 241.315 196.93 136.33 9318.68 600.388 444.6 241.991 165.92 108.768 202.609
internal_count=4780 140 113 86 4640 301 215 138 104 62 77
is_linear=0
shrinkage=0.06


Tree=369
num_leaves=12
num_cat=0
split_feature=10 68 112 59 107 69 101 28 33 150 14
split_gain=0.0751047 0.234567 0.246616 0.359244 0.295612 0.230549 0.384925 0.416382 0.304956 0.581395 0.615249
threshold=0.0031340263085439806 0.033603202551603324 0.0048403022810816774 0.000490355829242617 0.0058306583669036635 0.0030382014811038975 0.028020657598972324 0.00039601318712811922 0.0036604277556762104 0.0041444667149335155 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -2 8 -8 -7 10 -10
right_child=5 -3 3 4 -6 6 7 -9 9 -11 -12
leaf_value=0.00029940154351170979 -0.00035440620239959132 0.0044865388139385181 0.0021411210465944112 -0.0053859507422286072 -0.0002786091333191356 -0.00083865027333972014 0.0010607381902954028 -0.006844008949064527 0.0043977712772142784 0.00032153566148860604 -0.0022952423902953545
leaf_weight=3230.8671029806137 4406.2926582098007 45.804832339286804 62.491191864013672 95.051959872245789 71.476154685020447 354.81364119052887 44.521266222000122 52.018461346626282 285.77333962917328 851.10153460502625 59.787925243377686
leaf_count=1888 1970 18 31 69 38 188 17 38 114 370 39
internal_value=0 0.000221005 0.000164534 -0.0017381 -0.00319381 -0.000127971 0.000477449 -0.00319857 0.000706187 0.00116424 0.00323977
internal_weight=0 3505.69 3459.89 229.019 166.528 6054.31 1648.02 96.5397 1551.48 1196.66 345.561
internal_count=4780 2044 2026 138 107 2736 766 55 711 523 153
is_linear=0
shrinkage=0.06


Tree=370
num_leaves=12
num_cat=0
split_feature=131 88 149 9 127 46 44 29 1 81 94
split_gain=0.0761713 0.273433 0.290591 0.375651 0.313804 0.303612 0.294218 0.285857 1.00613 0.479785 0.299329
threshold=0.00096484774257987748 0.00039601318712811922 0.012636432424187662 0.00096484774257987748 0.00039601318712811922 0.0070226341485977182 0.0038949446752667431 0.015675474889576439 0.00082683752407319855 0.0021592099219560628 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 -5 -4 -2 10 -10 -9
right_child=1 -3 3 5 -6 -7 -8 8 9 -11 -12
leaf_value=-0.00016570861378220017 0.0020332267122679577 -0.00014063983937668862 0.0016929180026034089 -0.0011149608292974945 0.0021321829205211613 -0.0096347330948354879 -0.0034347177949131777 0.0065037506017510795 -0.0082473919378538152 -0.0013048011285214706 0.0013690626166842066
leaf_weight=4884.2460136413574 729.96984922885895 3186.0881338119507 63.910892367362976 34.116602897644043 162.6822714805603 26.954888463020325 108.97184085845947 62.695393443107605 48.911646842956543 134.03541374206543 117.41712141036987
leaf_count=2403 311 1747 22 19 56 21 47 16 28 64 46
internal_value=0 0.000173098 0.000844117 -0.000547012 0.000240719 -0.0048753 -0.00153915 0.00134893 -2.69281e-05 -0.00316093 0.0031564
internal_weight=0 4675.75 1489.67 396.636 335.565 61.0715 172.883 1093.03 363.06 182.947 180.113
internal_count=4780 2377 630 165 125 40 69 465 154 92 62
is_linear=0
shrinkage=0.06


Tree=371
num_leaves=12
num_cat=0
split_feature=42 104 106 59 148 98 141 106 47 104 5
split_gain=0.0779052 0.376696 0.359964 0.369964 0.562251 0.344621 0.296882 0.258448 0.236012 0.417941 0.368462
threshold=0.032603342086076743 0.024810968898236755 0.0035485138650983576 0.0038949446752667431 0.0079489401541650313 0.00017767510871635753 0.00085274505545385193 0.016668972559273246 0.057509137317538268 0.015200819820165636 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 7 -5 -2 -3 -4 9 -1 -11
right_child=5 2 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-4.3905026690871241e-05 -0.0021835945637040306 0.0034368441778810294 -0.0041019523029560169 -0.011934630414735335 -0.0026780959833569941 0.00083377960366948331 -0.0020236102622861298 0.0011042714205900651 -0.0021228853336869658 0.0026053549838288273 -0.0012313646430054624
leaf_weight=7262.5870262384415 156.26444089412689 65.870275139808655 63.842825174331665 37.291484594345093 64.450574636459351 1064.7374687194824 78.637869119644165 74.247488498687744 180.3118611574173 395.017449259758 116.74130475521088
leaf_count=3978 51 21 27 24 30 304 36 25 95 141 48
internal_value=0 -6.554e-05 -0.00190014 -0.00332547 -0.00607089 0.000447615 0.000465396 -0.0013027 2.31014e-05 7.28737e-05 0.00173013
internal_weight=0 8339 384.341 239.832 101.742 1221 144.508 138.09 7954.66 7774.35 511.759
internal_count=4780 4425 163 106 54 355 57 52 4262 4167 189
is_linear=0
shrinkage=0.06


Tree=372
num_leaves=12
num_cat=0
split_feature=49 2 60 59 138 7 46 110 52 137 131
split_gain=0.0755305 0.241347 0.397094 0.326051 0.452093 0.201004 0.158329 0.169431 0.15382 0.149501 0.264699
threshold=0.0011615398107096555 0.00070876078098081063 0.002945306478068233 0.00099512818269431613 0.00096484774257987748 0.0010918468469753864 0.0070226341485977182 0.0016846025246195497 0.0015349716995842757 0.00017767510871635753 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 5 4 -2 -3 7 -5 -6 -1 -11
right_child=1 2 -4 6 8 -7 -8 -9 -10 10 -12
leaf_value=0.00014350287273901752 0.0054645329167320317 0.0028871299871382301 0.0054011996696581126 0.00087721993805429173 -0.0013170721882247122 -0.0012449252541110001 -0.0028610707163366734 -0.0026984890011403587 0.0035882620027158766 -0.00096410412158386312 0.00011052120809956191
leaf_weight=5384.4575278759003 74.85523796081543 71.072606801986694 85.799583554267883 149.84175503253937 111.73831939697266 104.9850081205368 136.80189228057861 69.988386988639832 28.982338428497314 1486.0680700540543 1855.4093416929245
leaf_count=2535 28 20 34 94 82 54 99 52 15 799 968
internal_value=0 0.000545494 0.00205424 -0.000144949 0.00169721 0.000423142 -0.00125849 -0.000261196 -0.000306787 -5.21408e-05 -0.000367401
internal_weight=0 834.065 261.857 572.208 215.576 176.058 356.632 219.83 140.721 8725.93 3341.48
internal_count=4780 478 108 370 125 74 245 146 97 4302 1767
is_linear=0
shrinkage=0.06


Tree=373
num_leaves=12
num_cat=0
split_feature=117 143 113 100 138 51 36 125 107 80 43
split_gain=0.0797325 0.297473 0.2421 0.299149 0.26566 0.58684 0.39033 0.316342 0.186039 0.203433 0.184973
threshold=0.00062670491752214741 0.055838862434029586 0.00068727668258361529 0.0068083447404205808 0.00052132029668428015 0.00080172589514404546 0.00068727668258361529 0.0015833032084628942 0.0005893622583243997 0.0012357163941487672 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 7 -7 -1 -4 10 -10
right_child=-2 -3 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0015466319456978561 -5.901196647811797e-05 0.0057124076505599818 0.00038596388253690474 0.0012831960249245888 -0.00024849571615017903 0.0022893104271477843 0.0090478485545588232 0.0033300853502208263 -0.0054653192405396131 -0.0078444677131852287 0.00023117143166759898
leaf_weight=135.31897985935211 8566.4275498390198 38.0353684425354 46.952264070510864 105.18920969963074 351.70197141170502 67.085774064064026 56.817245125770569 74.111354112625122 38.575050711631775 35.9398512840271 43.845449566841125
leaf_count=65 4251 17 29 39 226 27 19 35 25 28 19
internal_value=0 0.000508792 0.000301661 -0.00121817 0.000901802 0.00211549 0.00538852 0.000179098 -0.00280981 -0.00407753 -0.00243494
internal_weight=0 993.573 955.537 270.502 685.035 333.333 123.903 209.43 165.313 118.36 82.4205
internal_count=4780 529 512 140 372 146 46 100 101 72 44
is_linear=0
shrinkage=0.06


Tree=374
num_leaves=12
num_cat=0
split_feature=60 142 150 126 109 54 121 121 25 17 21
split_gain=0.0755611 0.363537 0.480482 0.706171 0.57734 0.589384 0.454343 0.572215 0.369249 0.361984 0.348866
threshold=0.0045489775948226461 0.0062037324532866487 0.0041444667149335155 0.0014881226234138014 0.0021592099219560628 0.0084566329605877417 0.0035485138650983576 0.00055427959887310873 0.00042089859198313212 0.0038949446752667431 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 7 9 -2 -6 -10
right_child=1 2 -4 -5 5 -7 -8 -9 10 -11 -12
leaf_value=-7.5585524186834403e-05 -0.0035938671362385692 -0.0012378985716110786 -0.00088497520638768068 -0.0052250212659739241 0.0051849307769606338 0.0081158674878853022 0.0056834151536556974 -0.0026570607581001934 -0.00070057744046482973 -0.00078108733983229856 0.0031001806155626123
leaf_weight=7961.4497948884964 125.3859316110611 109.30732154846191 278.74290430545807 43.777382373809814 113.49835586547852 85.259901285171509 117.48518860340118 90.661579251289368 473.91302132606506 54.045911312103271 106.47277581691742
leaf_count=3906 80 70 154 24 48 26 41 58 301 32 40
internal_value=0 0.000376448 0.00118094 0.00211877 0.00268253 0.0036122 0.00259013 0.00118267 -0.000641211 0.00326043 -3.32182e-06
internal_weight=0 1598.55 892.779 614.036 570.258 460.951 375.691 258.206 705.772 167.544 580.386
internal_count=4780 874 453 299 275 205 179 138 421 80 341
is_linear=0
shrinkage=0.06


Tree=375
num_leaves=12
num_cat=0
split_feature=102 52 20 52 43 29 70 60 2 30 124
split_gain=0.0735669 0.312623 0.274986 0.223874 0.330464 0.158937 0.247165 0.275352 0.272279 0.222447 0.252507
threshold=0.013439828064292671 0.010500331409275534 0.012636432424187662 0.0037758676335215573 0.00085274505545385193 0.0041444667149335155 0.0041444667149335155 0.0011261500185355546 0.0014427106943912806 0.0012745757703669371 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 9 7 8 -7 10 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-5.674487202359023e-05 -0.00024552761647321047 0.0038540904490958613 0.0044050593884039655 -4.3181565249199307e-05 -0.0059689425363266893 -0.0021501646959064917 -0.0021051307616646131 0.005274896891703647 0.0026239155650411715 0.00062782142588966368 -0.0053313868711113415
leaf_weight=8564.5265237092972 85.259901285171509 90.326098561286926 51.614913463592529 90.79771363735199 54.045911312103271 66.949639678001404 61.275692939758301 72.356172919273376 120.25652241706848 242.80305302143097 59.787925243377686
leaf_count=4343 26 35 20 48 32 37 25 21 28 126 39
internal_value=0 0.000488203 0.000152316 -0.000104857 -0.00225428 0.000334447 0.00132238 0.00213152 0.000916584 -0.000482787 -0.00234189
internal_weight=0 995.474 905.147 853.533 144.844 708.689 320.838 259.562 187.206 387.851 145.048
internal_count=4780 437 402 382 80 302 111 86 65 191 65
is_linear=0
shrinkage=0.06


Tree=376
num_leaves=12
num_cat=0
split_feature=56 72 27 78 121 72 126 70 80 129 119
split_gain=0.0808578 0.220564 0.505504 0.213641 0.257982 0.23571 0.187501 0.225638 0.18341 0.425639 0.378092
threshold=0.00080172589514404546 0.0012357163941487672 0.0028552538715302949 0.0011980500421486797 0.02129978779703379 0.0054799309000372895 0.0022272822679951791 0.0030382014811038975 0.0084566329605877417 0.0033348383149132137 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 6 -3 -5 -8 -1 10 -10
right_child=1 3 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=5.4614486952560112e-05 0.0053205753883878593 -4.2724930458152264e-05 -0.001640913821019473 2.1695411806030311e-05 0.0052912576148672862 0.0055225093471142966 -0.0051035953515490892 0.00016408421578687811 7.9451202997741445e-06 -0.003496673760191448 -0.0040511975013126089
leaf_weight=6866.1352173089981 94.244864106178284 56.073361277580261 62.423124670982361 936.81362986564636 31.009788393974304 53.574296236038208 59.787925243377686 57.356927394866943 1080.8647248744965 172.27012848854065 89.446080327033997
leaf_count=3323 33 26 36 601 9 19 39 27 501 114 52
internal_value=0 0.000430078 0.00254682 0.000152478 -0.000102599 0.00267647 -0.000261298 -0.00252441 -7.07977e-05 -0.000712172 -0.000302292
internal_weight=0 1351.28 156.668 1194.62 1084.97 109.648 1053.96 117.145 8208.72 1342.58 1170.31
internal_count=4780 790 69 721 676 45 667 66 3990 667 553
is_linear=0
shrinkage=0.06


Tree=377
num_leaves=12
num_cat=0
split_feature=99 98 96 44 78 50 81 44 37 144 98
split_gain=0.0773596 0.228835 0.26846 0.105292 0.103726 0.294174 0.359125 0.769989 0.503717 0.434738 0.409852
threshold=0.11759182065725328 0.079227816313505187 0.0016331639490090313 0.0038949446752667431 0.0058306583669036635 0.12767273932695392 0.0025217677466571335 0.00244467705488205 0.0011261500185355546 0.0053125319536775359 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 10 -9 -10 -6
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00019057175045343529 -0.0050556937879591823 0.0032470392847367999 0.0024762555263647397 -0.00051538175254216311 -0.00023304026464311125 -0.0036317754057694739 -2.4413579431777747e-05 0.0069415809472564965 -0.0028683450418574771 0.0060807961437710873 0.004720222099338125
leaf_weight=5589.7746052742004 39.790549635887146 100.05494523048401 58.708560705184937 34.184670090675354 534.51289761066437 70.124521374702454 2858.8322752714157 125.86240196228027 46.884196877479553 33.508853435516357 67.761590719223022
leaf_count=2556 31 35 23 14 328 42 1631 45 34 16 25
internal_value=0 0.00108049 -0.000553267 -0.00295757 -2.6961e-05 0.000217735 0.000291342 0.0014078 0.00457183 0.000861772 0.000324249
internal_weight=0 232.739 132.684 73.9752 9327.26 3737.49 3667.36 808.53 206.255 80.3931 602.274
internal_count=4780 103 68 45 4677 2121 2079 448 95 50 353
is_linear=0
shrinkage=0.06


Tree=378
num_leaves=12
num_cat=0
split_feature=104 104 124 101 72 9 2 67 40 97 46
split_gain=0.0715146 0.380103 0.52163 0.327131 0.313998 0.355118 0.286187 0.265672 0.250837 0.233976 0.23255
threshold=0.015200819820165636 0.024810968898236755 0.0026012937305495147 0.00085274505545385193 0.001792412775103003 0.00017767510871635753 0.00047558375808876013 0.00017767510871635753 0.00017767510871635753 0.0012745757703669371 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 8 -7 -2 -5 -3
right_child=1 10 3 9 5 7 -8 -9 -10 -11 -12
leaf_value=-8.1854297916591915e-05 0.004750142764450579 0.00015580308742306983 0.00044244021947996811 -0.0079711273160312131 0.00056796070501958541 0.0080907692782612971 -0.0012928775641164562 0.0033575504730688826 0.00054343760229072784 -0.00088404016138475734 -0.0017743517944222961
leaf_weight=7655.3728239536285 89.854483485221863 809.22517836093903 127.00983369350433 36.615667939186096 83.30051851272583 73.031989574432373 122.68752026557922 102.75821185112 118.09293806552887 30.941721200942993 311.10918128490448
leaf_count=4140 22 254 56 26 27 19 40 27 44 14 111
internal_value=0 0.000329001 0.00134205 -0.00135186 0.00223085 0.00379486 0.00100527 0.00532396 0.00236116 -0.0047252 -0.000380188
internal_weight=0 1904.63 784.293 194.567 589.726 259.091 330.635 175.79 207.947 67.5574 1120.33
internal_count=4780 640 275 96 179 73 106 46 66 40 365
is_linear=0
shrinkage=0.06


Tree=379
num_leaves=12
num_cat=0
split_feature=123 26 37 128 42 42 140 61 85 10 117
split_gain=0.0817093 0.376298 0.380191 0.510859 0.666291 0.593558 0.371253 0.290887 0.288212 0.291232 0.285262
threshold=0.0012745757703669371 0.00087947337306104611 0.00050559637020342063 0.0014427106943912806 0.0023699469165876512 0.00093549740267917525 0.010180860292166473 0.0048403022810816774 0.0038949446752667431 0.0016846025246195497 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 -5 -6
right_child=1 -3 -4 6 10 -7 7 -9 -10 -11 -12
leaf_value=-8.4335535221043143e-05 0.0019149615708543785 -0.0019712328818971537 -0.00026257691505554841 0.00060369131766925142 0.0039282812131218913 0.010120041070910395 0.00049582237378492352 0.0057522287967129411 0.00062515642006128207 -0.0055128069588353257 -0.0017295716383446526
leaf_weight=7765.0593236684799 53.438161849975586 218.07496082782745 772.65330123901367 48.235830187797546 56.88531231880188 78.166254043579102 77.422370195388794 74.247488498687744 275.36382102966309 66.881572484970093 73.571671843528748
leaf_count=3801 29 132 463 30 14 23 30 25 164 42 27
internal_value=0 0.000364842 0.000687913 0.0016011 0.00377618 0.00678836 0.000549729 0.00306901 -0.000428805 -0.00294991 0.000737515
internal_weight=0 1794.94 1576.87 804.212 262.061 131.604 542.151 151.67 390.481 115.117 130.457
internal_count=4780 979 847 384 93 52 291 55 236 72 41
is_linear=0
shrinkage=0.06


Tree=380
num_leaves=12
num_cat=0
split_feature=27 28 14 37 61 0 141 63 118 140 131
split_gain=0.079718 0.563273 0.392053 0.501199 0.342835 0.338215 0.618018 0.33204 0.306895 0.3323 0.295933
threshold=0.0010585968848317864 0.00046126570669002836 0.00017767510871635753 0.00099512818269431613 0.010500331409275534 0.00017767510871635753 0.0018488886416889729 0.0014881226234138014 0.01884530205279589 0.00090704852482303988 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 6 7 -2 10 -10 -1
right_child=5 2 4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00031902901366278816 0.0067634606024199089 -0.0090562286916842059 -0.0019125812893835915 -0.0017275510729542233 0.0039418773413066044 4.8606890193520353e-05 -0.00159177020921777 0.00042348630703823852 0.001959430001097418 -0.0042634007602607498 -0.0018807792097719138
leaf_weight=3075.3999539613724 98.703311920166016 59.787925243377686 231.85870742797852 76.678486347198486 42.629950642585754 5453.3277081251144 86.271198630332947 42.561883449554443 42.493816256523132 113.15801990032196 237.12910628318787
leaf_count=1302 39 39 120 37 13 2955 47 18 23 73 114
internal_value=0 -0.000209672 -0.00231005 -0.00493835 -0.00100334 0.000143173 0.00240962 0.00485329 3.92079e-05 -0.00256453 0.000161555
internal_weight=0 3879.14 410.955 136.466 274.489 5680.86 227.536 141.265 3468.18 155.652 3312.53
internal_count=4780 1721 209 76 133 3059 104 57 1512 96 1416
is_linear=0
shrinkage=0.06


Tree=381
num_leaves=12
num_cat=0
split_feature=49 33 58 94 75 134 19 53 11 93 45
split_gain=0.0742577 0.27403 0.333777 0.399077 0.217349 0.2982 0.144789 0.158971 0.130728 0.331143 0.549884
threshold=0.0012745757703669371 0.0020932231564074759 0.001792412775103003 0.0033348383149132137 0.00064626874518580746 0.0011261500185355546 0.014293605927377941 0.0011980500421486797 0.0019071503775194289 0.000490355829242617 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 -3 -6 7 -2 -1 -10 -11
right_child=1 4 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.00029757263780902897 0.00088221606248951661 0.002528819446617175 0.0067280816322096166 0.0010876217462077139 -0.0018437891845399369 0.0042443303639251124 0.0036441996356646592 -0.0027905122266783178 0.0010034101510147055 0.0035666961637803142 -0.00029242503238130604
leaf_weight=4092.0620965957642 100.86204099655151 67.153841257095337 79.989502429962158 103.70144200325012 286.10396504402161 32.225287318229675 33.508853435516357 73.231335878372192 1248.8076846599579 138.49386155605316 3303.8601570129395
leaf_count=1993 71 22 32 53 185 15 16 52 647 70 1624
internal_value=0 0.000562305 0.00168085 0.0035438 -0.000573101 -0.00122747 3.24762e-05 -0.000662695 -4.97295e-05 0.000166462 -0.000137164
internal_weight=0 776.776 391.293 183.691 385.483 318.329 207.602 174.093 8783.22 4691.16 3442.35
internal_count=4780 446 224 85 222 200 139 123 4334 2341 1694
is_linear=0
shrinkage=0.06


Tree=382
num_leaves=12
num_cat=0
split_feature=150 81 4 104 117 144 105 99 83 129 62
split_gain=0.0733235 0.391268 0.358786 0.371752 0.498299 0.36894 0.348709 0.336331 0.329705 0.319245 0.478863
threshold=0.0053125319536775359 0.0015833032084628942 0.0013986918493174019 0.0079489401541650313 0.016668972559273246 0.0014881226234138014 0.0036604277556762104 0.00060774214216507982 0.045367386192083366 0.0053125319536775359 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 9 8 -7 -5 10 -3
right_child=1 2 3 6 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.00010766788909442994 -0.0011437926717737985 0.0026218736121059638 0.00011765587048247051 0.0029049266224019082 -0.0036535338478273483 0.0017730309086391161 -0.0010616093964699452 -0.0032243574514338362 -0.0017035647830801616 0.0046617186780144159 -0.00032233083614792955
leaf_weight=6733.1500364542007 572.83024537563324 485.95129728317261 339.27471339702606 294.49088895320892 200.7808518409729 87.083149671554565 205.57963562011719 109.37538874149323 68.977089643478394 125.86240196228027 336.6443692445755
leaf_count=3563 229 179 186 93 116 35 97 65 31 45 141
internal_value=0 0.000256449 0.000612303 -0.000156811 -0.00128439 0.00135736 0.000913319 -0.00100919 0.00203035 0.00184755 0.00141697
internal_weight=0 2826.85 2254.02 1109.1 540.056 1144.92 569.048 196.459 363.468 948.458 822.596
internal_count=4780 1217 988 523 302 465 221 100 124 365 320
is_linear=0
shrinkage=0.06


Tree=383
num_leaves=12
num_cat=0
split_feature=141 94 24 26 106 144 42 147 108 52 11
split_gain=0.0717601 0.24403 0.302579 0.452924 0.272316 0.338593 0.492441 0.387184 0.418323 0.377356 0.372268
threshold=0.00046126570669002836 0.015200819820165636 0.011519505176693203 0.0010918468469753864 0.00017767510871635753 0.00017767510871635753 0.017724351026117805 0.00017767510871635753 0.011169348377734424 0.00017767510871635753 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -7 10 -6 -9
right_child=-2 -3 -4 -5 5 7 -8 8 -10 -11 -12
leaf_value=0.0013470131459217018 7.3023921091036392e-05 -0.0038474291154311779 0.0036881482521348968 0.0032075021275649574 -5.2648112085129e-07 0.0045137827408271106 -0.0004843974170368023 -0.000754714264660423 -0.0041381683122601164 -0.0055686983880248054 0.0033834151667935367
leaf_weight=197.13435506820679 7984.4032847881317 69.448704719543457 68.437407374382019 115.52580583095551 57.964676856994629 58.776627898216248 276.52096331119537 352.51877772808075 99.174926996231079 179.49991011619568 100.59462749958038
leaf_count=98 4078 44 23 42 30 18 79 166 52 107 43
internal_value=0 -0.000370052 -0.000209709 -0.000395254 -0.000710044 -0.00107049 -0.00220543 -0.000115855 -0.000608559 -0.00420952 0.000163982
internal_weight=0 1575.6 1506.15 1437.71 1322.18 1125.05 513.986 611.065 552.288 237.465 453.113
internal_count=4780 702 658 635 593 495 216 279 261 137 209
is_linear=0
shrinkage=0.06


Tree=384
num_leaves=12
num_cat=0
split_feature=26 0 80 15 9 8 11 81 36 42 4
split_gain=0.072036 0.0927412 0.275777 0.39464 0.325482 0.317039 0.348829 0.370761 0.262613 0.252229 0.243233
threshold=0.020658296532928947 0.0058306583669036635 0.01884530205279589 0.028020657598972324 0.0013560238294303419 0.0011261500185355546 0.00044738779251929378 0.0053125319536775359 0.0013986918493174019 0.0031340263085439806 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -4 6 7 -3 -5 -8 -1
right_child=-2 2 4 8 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00014324867575710564 0.0018624853721603963 -0.0010434982691766743 -0.0059739034309285646 0.0014075018270868389 0.0014682491911659481 0.00033956562578071084 -0.0016387270893840847 0.0056296464761674018 0.0055320289641468661 -0.0058479101391130106 -0.00063200545828121706
leaf_weight=3828.653918504715 74.179421305656433 109.44345593452454 53.97784411907196 337.05277240276337 34.79241955280304 2415.7296960353851 173.75789618492126 41.278317332267761 66.546091794967651 72.691653609275818 2351.8965814113617
leaf_count=1856 30 60 37 111 17 1306 100 17 19 44 1183
internal_value=0 -1.45647e-05 0.000241978 0.000333026 -0.00305704 8.1283e-05 -0.00148968 0.000784082 0.00208756 -0.00288025 -0.00015176
internal_weight=0 9485.82 3305.27 3216.5 88.7703 2812.9 397.171 150.722 403.599 246.45 6180.55
internal_count=4780 4750 1711 1657 54 1527 221 77 130 144 3039
is_linear=0
shrinkage=0.06


Tree=385
num_leaves=12
num_cat=0
split_feature=142 28 45 106 141 83 27 68 106 110 100
split_gain=0.0777518 0.217676 0.313169 0.563909 0.398351 0.535983 0.386113 0.34103 0.591873 0.563541 0.532825
threshold=0.0049928687512874612 0.0015833032084628942 0.0058306583669036635 0.079227816313505187 0.0020932231564074759 0.11759182065725328 0.00017767510871635753 0.024810968898236755 0.0022272822679951791 0.015675474889576439 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -4 -6 8 10 -10 -2
right_child=1 -3 3 -5 6 -7 -8 -9 9 -11 -12
leaf_value=-0.00015197718358772914 -0.002040340234116421 0.0008003133269742428 -0.0008874639806649465 0.0036253020300019731 -0.0066647116408650349 0.004350508508373996 -0.0017728540984812862 0.0042950818806335471 0.0016815013002477804 -0.0044463414064988965 0.0018765880498723504
leaf_weight=5344.1759420633316 516.27070319652557 1411.6212352514267 432.71248173713684 93.029365181922913 65.666073560714722 83.976335167884827 503.17248380184174 78.098186850547791 808.40351676940918 57.896609663963318 164.97713494300842
leaf_count=2683 334 741 183 27 36 25 248 28 362 35 78
internal_value=0 0.000192653 -0.000113239 -0.000857926 -0.00124214 -3.61474e-05 -0.00233756 0.000426641 0.000231418 0.00127197 -0.00109178
internal_weight=0 4215.82 2804.2 1178.56 1085.53 516.689 568.839 1625.65 1547.55 866.3 681.248
internal_count=4780 2097 1356 519 492 208 284 837 809 397 412
is_linear=0
shrinkage=0.06


Tree=386
num_leaves=12
num_cat=0
split_feature=48 10 18 77 75 40 63 118 72 23 58
split_gain=0.0723794 0.0832825 0.205463 0.443035 0.300135 0.274391 0.574622 0.251759 0.293427 0.337537 0.3598
threshold=0.011169348377734424 0.0031340263085439806 0.0037758676335215573 0.010500331409275534 0.0042751494329422721 0.018276390619575981 0.0019071503775194289 0.048151826485991485 0.024066280573606495 0.017724351026117805 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 8 -3 10 -10
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.00021947582359544906 0.0019759556427302511 0.00022922849402555817 -0.0018499452283551824 0.005681311418551058 -0.00097109202263228928 -0.0057684292178433001 6.9197151503766138e-05 -0.002996328049251689 -0.0026718978464232764 -0.0078764034938402679 0.002972575786888274
leaf_weight=3486.4377499818802 66.273823022842407 4776.256245136261 535.46098303794861 51.68298065662384 46.276447415351868 91.201261520385742 181.52736008167267 94.580344796180725 143.35585725307465 30.197837352752686 56.749177932739258
leaf_count=2029 39 1998 306 15 31 66 101 56 94 21 24
internal_value=0 -1.37938e-05 -0.000149176 -0.00117124 0.00253869 -2.87052e-05 -0.00188292 7.04292e-05 0.000128364 -0.00196346 -0.00107114
internal_weight=0 9493.73 6007.29 633.42 97.9594 5373.87 272.729 5101.14 5006.56 230.303 200.105
internal_count=4780 4741 2712 352 46 2360 167 2193 2137 139 118
is_linear=0
shrinkage=0.06


Tree=387
num_leaves=12
num_cat=0
split_feature=43 25 96 92 60 72 76 14 133 65 101
split_gain=0.0694247 0.207658 0.530923 0.263711 0.212427 0.32721 0.309468 0.405501 0.437803 0.426524 0.274567
threshold=0.0081988852471113222 0.0045489775948226461 0.0048403022810816774 0.088838413357734694 0.0054799309000372895 0.0028552538715302949 0.00070876078098081063 0.00082683752407319855 0.0048403022810816774 0.000490355829242617 0.028020657598972324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 9 -9 -7 -6
right_child=1 2 -4 -5 10 6 -8 8 -10 -11 -12
leaf_value=-7.6536483600781138e-05 -8.4135651314888056e-05 -0.0066093310987120919 0.0018796139854420175 0.0045241058217002847 -0.0001035263980578539 0.0021373564841598884 -3.2430192857831924e-05 0.0035597272699914393 -0.0033997955984481532 0.0078836499654538709 -0.0050878501415090706
leaf_weight=7810.0279285907745 867.86081659793854 51.410711884498596 54.789795160293579 56.817245125770569 146.26332545280457 101.33851134777069 199.43407380580902 72.288105726242065 59.18017578125 85.935717940330505 54.653660774230957
leaf_count=4071 330 35 25 19 71 36 72 26 36 24 35
internal_value=0 0.000341578 -0.00222981 0.00050771 0.000363912 0.000628211 0.00182127 0.00298112 0.000426912 0.00477419 -0.00145937
internal_weight=0 1749.97 106.201 1643.77 1586.95 1386.04 518.177 318.743 131.468 187.274 200.917
internal_count=4780 709 60 649 630 524 194 122 62 60 106
is_linear=0
shrinkage=0.06


Tree=388
num_leaves=12
num_cat=0
split_feature=123 82 65 125 55 133 114 58 18 65 133
split_gain=0.0763212 0.385923 0.461288 0.377765 0.326581 0.37808 0.341121 0.35885 0.313562 0.38953 0.334854
threshold=0.0012745757703669371 0.0026012937305495147 0.0011261500185355546 0.00075379351619631063 0.0005375427135732026 0.0062037324532866487 0.00040826165059115743 0.00244467705488205 0.0005893622583243997 0.00068727668258361529 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -8 9 -7 -10
right_child=1 2 -4 -5 -6 8 7 -9 10 -11 -12
leaf_value=-8.15074776973391e-05 0.0058607295266112592 -0.0060641868207202566 0.00085292756036782849 -0.0012046277574266208 -0.00024862264564674754 -0.0066093140865871799 0.00060045427580925168 0.0040035652291265187 -0.00096712131050039985 0.0011568313261572242 0.0061097910222660274
leaf_weight=7765.0593236684799 89.786416292190552 86.135064244270325 235.03358912467957 173.75789618492126 531.2018815279007 51.342644691467285 307.92944431304932 174.91018319129944 63.638623595237732 42.493816256523132 38.711185097694397
leaf_count=3801 27 57 125 100 333 40 154 63 42 23 15
internal_value=0 0.000352608 -0.00107326 -0.00281521 0.000895449 0.00168593 0.00246474 0.00183324 -0.000587251 -0.00309242 0.00170954
internal_weight=0 1794.94 494.927 259.893 1300.01 768.812 572.626 482.84 196.186 93.8365 102.35
internal_count=4780 979 282 157 697 364 244 217 120 63 57
is_linear=0
shrinkage=0.06


Tree=389
num_leaves=12
num_cat=0
split_feature=50 125 122 142 60 45 45 61 102 76 53
split_gain=0.0751705 0.196204 0.223072 0.347025 0.290485 0.269498 0.350974 0.360378 0.336453 0.327367 0.312505
threshold=0.0028552538715302949 0.086341444402933135 0.000490355829242617 0.055838862434029586 0.0019672545604407792 0.0045489775948226461 0.0022975050378590827 0.0011615398107096555 0.00062670491752214741 0.00044738779251929378 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 9 8 -8 10 -4
right_child=1 -3 5 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00020722335727523699 -0.00036312009507768279 0.002722623179314829 -6.025099166630078e-05 -0.0083894368146755962 -0.00021316520327765363 -0.00035469219515278568 0.0025602591299415853 0.0036105698534935047 -0.0035847973550285407 -0.0037758252162325245 0.0044306042880233624
leaf_weight=3798.1741018295288 3804.9371236562729 85.123766899108887 348.59515690803528 35.9398512840271 27.698772311210632 912.91690981388092 71.004539608955383 280.63907516002655 58.504359126091003 70.056454181671143 66.409957408905029
leaf_count=1951 1883 36 216 28 14 403 25 110 38 47 29
internal_value=0 -0.000136601 -0.000179476 -0.000436613 -0.00483071 0.000370681 0.0011104 0.00240238 -0.000215709 1.79608e-05 0.000658385
internal_weight=0 5761.83 5676.7 3868.58 63.6386 1808.13 895.21 410.148 129.509 485.062 415.005
internal_count=4780 2829 2793 1925 42 868 465 173 63 292 245
is_linear=0
shrinkage=0.06


Tree=390
num_leaves=12
num_cat=0
split_feature=58 131 32 106 80 7 59 24 128 100 143
split_gain=0.0720878 0.303326 0.36794 0.31281 0.696522 0.478304 0.45688 0.419272 0.352452 0.325395 0.351799
threshold=0.0015349716995842757 0.0079489401541650313 0.00017767510871635753 0.0063990866765379914 0.00017767510871635753 0.0013986918493174019 0.0022975050378590827 0.00017767510871635753 0.0005375427135732026 0.0049928687512874612 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 7 -7 -6 -5 10 -9
right_child=-2 2 -4 4 5 6 -8 9 -10 -11 -12
leaf_value=4.6998026826708484e-05 -0.00011062425111623065 -0.0037620677034888804 -0.00012865334635281942 0.00016316217403685243 -0.000737056347972228 0.0041863583027380805 -0.0037071767737829552 0.0023645139986487374 -0.0057736047679190078 0.0008759107571664434 0.0062339698772057054
leaf_weight=1631.1061860322952 6589.419762969017 135.04671108722687 390.3450893163681 90.326098561286926 87.151216864585876 39.318934559822083 80.3249831199646 141.40132975578308 59.855992436408997 105.18920969963074 210.5145537853241
leaf_count=960 3163 85 246 35 30 18 55 47 34 39 68
internal_value=0 0.00024539 -0.00106259 0.000526431 0.00148703 0.00232175 -0.0011131 0.00307684 -0.00220297 0.00380399 0.00467921
internal_weight=0 2970.58 525.392 2445.19 814.082 663.9 119.644 544.256 150.182 457.105 351.916
internal_count=4780 1617 331 1286 326 257 73 184 69 154 115
is_linear=0
shrinkage=0.06


Tree=391
num_leaves=12
num_cat=0
split_feature=29 26 12 5 99 37 47 24 117 99 101
split_gain=0.0724705 0.298303 0.267521 0.214238 0.20463 0.24601 0.298184 0.327368 0.217154 0.291546 0.221748
threshold=0.0010585968848317864 0.00055427959887310873 0.0038949446752667431 0.00043393640953581786 0.0030382014811038975 0.00087947337306104611 0.00017767510871635753 0.0015833032084628942 0.016668972559273246 0.00060774214216507982 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 6 -6 -8 9 10 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.00025530496250286173 -6.8114314241055532e-05 -0.0016415783750922694 0.0062713144589507516 0.0041028671846451634 -0.0019383019740309754 -0.00066417812187614803 0.0015827427106304293 0.0069104298353144557 -0.0043624891658548253 -0.0018372446985256306 0.004818794428551005
leaf_weight=537.15295231342316 8170.8801288604736 50.871029615402222 54.789795160293579 43.23770010471344 42.35768187046051 138.15352559089661 105.72889196872711 68.369340181350708 46.952264070510864 260.22844111919403 41.278317332267761
leaf_count=277 4006 27 25 16 33 95 47 28 29 180 17
internal_value=0 0.000400652 0.0029382 0.000997673 9.59991e-05 0.00131396 0.00257651 0.00367495 -0.000391687 -0.000169382 0.000580967
internal_weight=0 1389.12 148.899 94.1087 1240.22 354.609 216.456 174.098 885.612 838.66 578.431
internal_count=4780 774 68 43 706 203 108 75 503 474 294
is_linear=0
shrinkage=0.06


Tree=392
num_leaves=12
num_cat=0
split_feature=23 109 26 98 50 81 50 105 29 110 32
split_gain=0.0667069 0.19849 0.179379 0.175823 0.174747 0.260613 0.398701 0.356605 0.182485 0.25585 0.345067
threshold=0.0019672545604407792 0.00017767510871635753 0.020658296532928947 0.0019672545604407792 0.0016846025246195497 0.00017767510871635753 0.0020292587578296666 0.00017767510871635753 0.010180860292166473 0.00899649551138282 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 -7 -8 9 10 -9
right_child=1 2 -4 -5 5 6 7 8 -10 -11 -12
leaf_value=-0.00044253619576023327 -0.00097852727229746656 -5.4794101727278549e-05 0.0031361468135062253 -0.0070005296634273306 0.0042762447228360404 0.0064548155695072183 -0.0036189226902438921 0.0042947737666955508 -0.0030265662405019843 0.0053571648507557534 -0.00024203612620912849
leaf_weight=477.76371967792511 49.519396305084229 8282.287822842598 63.910892367362976 26.954888463020325 79.921435236930847 39.318934559822083 75.798468112945557 75.462987422943115 40.534433484077454 47.088398456573486 301.43869125843048
leaf_count=304 31 4017 22 21 37 18 54 31 24 19 202
internal_value=0 -5.82406e-05 -3.03595e-05 -0.0031011 0.000431311 0.00106429 0.000621427 0.000196935 0.000819586 0.00118729 0.000666321
internal_weight=0 8422.67 8346.2 76.4743 1137.33 659.563 579.642 540.323 464.525 423.99 376.902
internal_count=4780 4091 4039 52 689 385 348 330 276 252 233
is_linear=0
shrinkage=0.06


Tree=393
num_leaves=12
num_cat=0
split_feature=109 26 62 23 54 118 135 1 54 84 51
split_gain=0.0723084 0.310383 0.599366 0.264579 0.370187 0.305638 0.363251 0.301271 0.305491 0.234214 0.231814
threshold=0.0013146653072908523 0.00017767510871635753 0.0005375427135732026 0.0072436286136507997 0.0031340263085439806 0.00047558375808876013 0.00039601318712811922 0.0013986918493174019 0.014293605927377941 0.00093549740267917525 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 -7 8 -5 -1 -9
right_child=-2 2 -4 7 -6 6 -8 10 -10 -11 -12
leaf_value=-0.0019685509766248725 -6.3630590437713762e-05 0.0065824442969134546 -0.001785919580972107 -0.0024562362464444279 -0.0024641056510883216 0.0006039072389722839 0.0055839737183053656 0.0019028337437085908 0.0029943043530881348 0.0030932879723690075 0.0076417704234385628
leaf_weight=221.72145760059357 8322.4819203615189 76.746553540229797 51.478779077529907 79.717233657836914 228.9512392282486 302.85839176177979 63.842825174331665 61.20762574672699 69.113224029541016 38.643117904663086 43.23770010471344
leaf_count=150 4066 32 30 52 143 193 27 30 21 20 16
internal_value=0 0.000427925 0.00322279 0.000104861 -0.000399175 0.000354762 0.00147094 0.00180839 7.48615e-05 -0.00121728 0.00427861
internal_weight=0 1237.52 128.225 1109.29 856.017 627.066 366.701 253.276 148.83 260.365 104.445
internal_count=4780 714 62 652 533 390 220 119 73 170 46
is_linear=0
shrinkage=0.06


Tree=394
num_leaves=12
num_cat=0
split_feature=58 94 11 140 94 91 110 36 79 24 20
split_gain=0.0661004 0.304833 0.31933 0.351604 0.467957 0.463843 0.615626 0.551943 0.47675 0.404167 0.312452
threshold=0.0015349716995842757 0.0028552538715302949 0.0019071503775194289 0.0079489401541650313 0.00043393640953581786 0.00087947337306104611 0.00066645268816500913 0.00075379351619631063 0.0014881226234138014 0.00017767510871635753 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 10 6 -6 8 -7 -4 -5
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11 -12
leaf_value=-0.0002535802660353192 -0.00010593060316173422 -0.00099829415591113388 0.0029614429956249036 0.00097631521400159873 0.0085491865097537898 0.0029467629859448339 0.0011587816055454669 0.0061409418836492653 -0.0023709333317166229 -0.0010415512236612938 -0.0040340376067947784
leaf_weight=1043.0919146537781 6589.419762969017 580.51707625389099 118.56455314159393 297.1893002986908 102.69014465808868 123.83495199680328 67.085774064064026 78.030119657516479 119.036168217659 387.77795708179474 52.762345194816589
leaf_count=560 3163 379 57 133 32 51 27 33 70 244 31
internal_value=0 0.000234978 0.000534525 0.00114483 0.00189718 0.0030927 0.00562892 0.00175089 0.00034045 -0.000104215 0.000220902
internal_weight=0 2970.58 2390.06 1346.97 840.629 490.677 169.776 320.901 242.871 506.343 349.952
internal_count=4780 1617 1238 678 377 213 59 154 121 301 164
is_linear=0
shrinkage=0.06


Tree=395
num_leaves=12
num_cat=0
split_feature=49 4 12 77 140 69 145 67 136 90 90
split_gain=0.0723701 0.30874 0.225181 0.230791 0.331577 0.177021 0.282923 0.178073 0.153167 0.106306 0.473127
threshold=0.0012745757703669371 0.00060774214216507982 0.00075379351619631063 0.0035485138650983576 0.00090704852482303988 0.014293605927377941 0.0045489775948226461 0.00080172589514404546 0.00057154725072905432 0.00043393640953581786 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 6 -3 -8 -9 -1 -11
right_child=1 5 3 4 -6 -7 7 8 -10 10 -12
leaf_value=3.715489404422591e-05 0.0053271926017527688 -0.0020714882100196356 -0.0004565382694231795 -9.7502655854917578e-05 0.0062028845686474344 0.0026019515684509538 -0.0015397659251232851 0.0048901263973142204 -0.00018461580972871863 -0.0028039623602390496 3.6822212666772688e-05
leaf_weight=7502.3853188753128 59.384377360343933 258.87680780887604 136.93802666664124 58.436291933059692 61.951509594917297 59.992126822471619 51.614913463592529 54.182045698165894 35.400169014930725 266.51499259471893 1014.3234883546829
leaf_count=3753 21 184 89 43 23 24 20 22 20 147 434
internal_value=0 0.000555112 0.00199683 0.00122826 0.00314467 -0.000437365 -0.000893119 0.00126735 0.00288474 -4.90934e-05 -0.000554284
internal_weight=0 776.776 316.71 257.326 120.388 460.066 400.074 141.197 89.5822 8783.22 1280.84
internal_count=4780 446 176 155 66 270 246 62 42 4334 581
is_linear=0
shrinkage=0.06


Tree=396
num_leaves=12
num_cat=0
split_feature=117 143 113 59 50 147 67 106 60 143 59
split_gain=0.0749885 0.246345 0.211369 0.233012 0.24875 0.224522 0.251189 0.269778 0.245507 0.205589 0.200965
threshold=0.00062670491752214741 0.055838862434029586 0.00068727668258361529 0.00064626874518580746 0.00244467705488205 0.0027679565828293566 0.0020292587578296666 0.0026012937305495147 0.00017767510871635753 0.0070226341485977182 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 9 8 -7 -8 10 -5 -1
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00020535609931643858 -5.7229454535537542e-05 0.005228786307960258 0.0004231351679655578 -0.0038885349679386085 -0.0076319366925054703 -0.0016593859996019049 0.00052802491904126018 0.0067969020036584317 0.0061252576351722866 0.0021128999910190022 0.0033468316571436531
leaf_weight=128.96921646595001 8566.4275498390198 38.0353684425354 153.42503988742828 50.195212960243225 32.089152932167053 185.84967350959778 191.52362024784088 28.374588966369629 47.088398456573486 34.79241955280304 103.22982692718506
leaf_count=55 4251 17 69 29 25 117 129 12 19 17 40
internal_value=0 0.000493424 0.000304931 -0.00111517 -0.00313107 0.000865691 -3.55092e-05 0.00133693 0.00217495 -0.00143165 0.00137386
internal_weight=0 993.573 955.537 270.502 117.077 685.035 405.748 219.898 279.287 84.9876 232.199
internal_count=4780 529 512 140 71 372 258 141 114 46 95
is_linear=0
shrinkage=0.06


Tree=397
num_leaves=12
num_cat=0
split_feature=78 102 149 45 61 45 92 116 42 117 37
split_gain=0.0691793 0.234588 0.386907 0.323715 0.370242 0.343535 0.523227 0.644754 0.388388 0.296438 0.696748
threshold=0.0058306583669036635 0.0022272822679951791 0.028020657598972324 0.004017772153019906 0.0062037324532866487 0.0019672545604407792 0.002945306478068233 0.0030382014811038975 0.0020932231564074759 0.0056525857653468856 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -8 -2 -3 -11
right_child=1 9 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=-0.00013176022618010324 -0.00012603790331209706 -8.9400918519737596e-05 0.0035473122702468062 -0.0029312041519705722 0.0011007586597671134 -0.0011715051644633904 0.0066611439434713978 -0.0005138302752229325 -0.0037886072567369345 0.0025354447652008406 -0.00061905932640954049
leaf_weight=5736.8498817682266 713.06472229957581 1071.8651962280273 87.758966326713562 330.48909687995911 109.03990805149078 137.07416105270386 109.71572470664978 76.542351961135864 122.07491552829742 656.26204299926758 409.26310038566589
leaf_count=2615 457 638 33 212 42 79 40 47 85 294 238
internal_value=0 0.000197714 -0.000331508 -0.000544525 -0.00193094 -1.85138e-05 0.00164202 0.0037126 -0.000661407 0.000615111 0.00132381
internal_weight=0 3823.15 1685.76 1598 439.529 1158.47 323.332 186.258 835.14 2137.39 1065.53
internal_count=4780 2165 995 962 254 708 166 87 542 1170 532
is_linear=0
shrinkage=0.06


Tree=398
num_leaves=12
num_cat=0
split_feature=105 110 95 107 140 23 14 33 46 8 18
split_gain=0.0764465 0.300439 0.249093 0.356938 0.371343 0.398927 0.323878 0.266549 0.32673 0.268362 0.257911
threshold=0.00017767510871635753 0.13479631394147876 0.0036604277556762104 0.020035739988088611 0.010180860292166473 0.030689206905663017 0.00017767510871635753 0.017724351026117805 0.21471316367387774 0.0011261500185355546 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -6 -4 8 9 -1 -11
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00028893336653350603 -9.0724901196900668e-05 0.0044765205916415512 -0.0070124256743553954 -0.0056754415312953704 0.0031749907417376027 -0.0025164101650218527 -0.0010038376819982385 0.0050467835371397164 0.0052912626176333808 0.0019573767335716373 -0.002069798080518678
leaf_weight=1048.911706328392 7434.3417488336563 60.736010670661926 42.425749063491821 53.438161849975586 136.19899809360504 65.734140753746033 135.2509126663208 45.804832339286804 47.764215111732483 423.18783664703369 66.205755829811096
leaf_count=466 3844 17 28 29 48 31 70 18 17 168 44
internal_value=0 0.000317304 0.000194968 -0.00108428 -0.000437978 0.0013223 -0.00243857 0.000534441 0.000404127 0.000252382 0.00141258
internal_weight=0 2125.66 2064.92 433.048 379.61 201.933 177.677 1631.87 1586.07 1538.31 489.394
internal_count=4780 936 919 206 177 79 98 713 695 678 212
is_linear=0
shrinkage=0.06


Tree=399
num_leaves=12
num_cat=0
split_feature=42 98 47 107 81 72 15 104 106 31 10
split_gain=0.073307 0.274635 0.240397 0.329179 0.362262 0.326939 0.258703 0.334273 0.444313 0.516495 0.327028
threshold=0.032603342086076743 0.00017767510871635753 0.057509137317538268 0.029773407615721229 0.0027679565828293566 0.00017767510871635753 0.099488973617553725 0.024810968898236755 0.0035485138650983576 0.00017767510871635753 0.022641776129603389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 7 10 -9 -10 -1
right_child=1 -3 3 5 -6 -7 -8 8 9 -11 -12
leaf_value=-7.3217376134580121e-05 -0.0019146815268188651 0.00077893416245696651 -0.0017796622101547888 -0.0032384837363118183 -0.0092566135602920978 0.0026126419887715856 0.0032806344594283163 0.00065205165951771297 -0.0078626604106430097 -0.0012350340741823082 0.0014597912492431261
leaf_weight=7171.2496303319931 156.26444089412689 1064.7374687194824 62.491191864013672 63.098941326141357 37.223417401313782 75.531054615974426 85.191834092140198 130.996666431427 72.083904147148132 102.55401027202606 538.57750809192657
leaf_count=3922 51 304 31 34 29 26 31 49 41 42 220
internal_value=0 0.000434204 -6.35764e-05 -0.00194166 -0.0045708 -5.05611e-05 -8.31766e-06 -4.32741e-05 -0.00198934 -0.00397067 3.38724e-05
internal_weight=0 1221 8339 238.345 99.7146 138.63 8100.65 8015.46 305.635 174.638 7709.83
internal_count=4780 355 4425 120 60 60 4305 4274 132 83 4142
is_linear=0
shrinkage=0.06


Tree=400
num_leaves=12
num_cat=0
split_feature=117 51 59 89 110 100 44 58 126 21 106
split_gain=0.0721832 0.231764 0.253828 0.434417 0.239138 0.226029 0.347122 0.32548 0.344325 0.475094 0.345036
threshold=0.00062670491752214741 0.0013560238294303419 0.00064626874518580746 0.00038414125447161501 0.00899649551138282 0.00017767510871635753 0.024810968898236755 0.00096484774257987748 0.0056525857653468856 0.0011261500185355546 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 7 -2 9 10 -9
right_child=5 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00038252361554102354 -2.314015119984947e-05 0.0061495873364344235 0.00020913898256363811 -0.00087904392861683949 0.0043955316905240228 6.0381106018885609e-05 0.004523824945713485 -0.0015927123651361976 0.0033799021196937729 -0.0097148725485501838 -0.0077243864671113511
leaf_weight=659.90368449687958 516.13942408561707 92.353548526763916 153.15277111530304 48.167762994766235 39.994751214981079 7494.9659014940262 41.278317332267761 409.12696599960327 37.495686173439026 31.481403470039368 35.9398512840271
leaf_count=360 296 29 89 35 16 3631 17 248 9 22 28
internal_value=0 0.000484106 0.00189879 0.00374032 -0.000109488 -5.61488e-05 -0.000871285 -0.00108746 -0.00215612 -0.00259171 -0.00208785
internal_weight=0 993.573 293.674 140.521 699.898 8566.43 1071.46 1030.18 514.044 476.548 445.067
internal_count=4780 529 153 64 376 4251 620 603 307 298 276
is_linear=0
shrinkage=0.06


Tree=401
num_leaves=12
num_cat=0
split_feature=27 0 141 12 63 81 125 83 148 28 112
split_gain=0.0737172 0.266352 0.49319 0.347755 0.26715 0.327643 0.448335 0.352849 0.447296 0.295062 0.38325
threshold=0.0010585968848317864 0.00017767510871635753 0.0018488886416889729 0.00017767510871635753 0.00062670491752214741 0.0072436286136507997 0.0020292587578296666 0.076978169381618514 0.00087947337306104611 0.020658296532928947 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 8 -6 10 -10
right_child=1 4 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.00020162597891782233 0.006909673548037158 -0.00088832742717964805 -0.0014255367312116191 0.00089395822185367566 -0.0039338631282134877 -0.0018015797080009892 0.0002470973283695568 0.0044991493464469493 0.00064249744016076039 -0.0026371737505363813 0.0045058784088695429
leaf_weight=3879.1359660625458 80.733386278152466 903.99030363559723 86.271198630332947 60.531809091567993 78.365600347518921 558.02549088001251 1237.0465327501297 83.232451319694519 2402.7627557516098 93.768393754959106 96.136179685592651
leaf_count=1721 25 487 47 32 56 316 701 32 1258 68 37
internal_value=0 0.000137679 0.00214898 0.00433195 5.37586e-05 0.000240959 -0.000389765 0.000652028 0.000532148 0.000667137 0.000791127
internal_weight=0 5680.86 227.536 141.265 5453.33 4549.34 1795.07 2754.27 2671.03 2592.67 2498.9
internal_count=4780 3059 104 57 2955 2468 1017 1451 1419 1363 1295
is_linear=0
shrinkage=0.06


Tree=402
num_leaves=12
num_cat=0
split_feature=0 80 140 79 146 75 9 109 44 20 13
split_gain=0.07133 0.24231 0.306033 0.270625 0.458283 0.404974 0.257595 0.239462 0.345007 0.263558 0.238008
threshold=0.0058306583669036635 0.01884530205279589 0.0068083447404205808 0.0013146653072908523 0.00077738583786413084 0.0023699469165876512 0.0013560238294303419 0.037906534969806678 0.0033348383149132137 0.000490355829242617 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -5 -2 -3 -1 -9 -10 -4
right_child=1 6 10 4 -6 -7 -8 8 9 -11 -12
leaf_value=-4.8175004333724174e-05 -0.0036863547115081278 -0.0054688744433305089 0.001117364751973086 0.0061454637291898416 -7.4769328999720278e-05 0.0013805931617048267 0.0010798116048903281 -0.0068313453603518048 0.00083325283206481715 -0.0039770292702044083 -0.0037039552677681628
leaf_weight=6013.0742999315262 171.12269675731659 53.97784411907196 1345.0216420888901 43.845449566841125 1551.6612211465836 84.987632513046265 36.075985670089722 43.709315180778503 114.84998917579651 63.774757981300354 37.899234056472778
leaf_count=2954 103 37 583 19 888 46 18 29 44 32 27
internal_value=0 0.000224451 0.000309921 -0.000194453 9.61663e-05 -0.00200494 -0.00284544 -0.000119673 -0.00205334 -0.000884172 0.000985235
internal_weight=0 3324.59 3234.54 1851.62 1595.51 256.11 90.0538 6235.41 222.334 178.625 1382.92
internal_count=4780 1721 1666 1056 907 149 55 3059 105 76 610
is_linear=0
shrinkage=0.06


Tree=403
num_leaves=12
num_cat=0
split_feature=99 148 50 75 135 14 54 46 125 54 85
split_gain=0.0698631 0.298371 0.144083 0.485062 0.694942 0.345748 0.390922 0.286956 0.224979 0.213696 0.176696
threshold=0.11759182065725328 0.00017767510871635753 0.12767273932695392 0.00077738583786413084 0.00039601318712811922 0.00017767510871635753 0.0072436286136507997 0.0045489775948226461 0.0011980500421486797 0.0035485138650983576 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 9 6 7 -6 -7 -4 -5
right_child=1 -3 3 10 5 8 -8 -9 -10 -11 -12
leaf_value=2.9705310810039094e-05 0.0050818445524042225 -0.00011133264204734998 -0.0023606162389197419 -0.0085188731433467422 0.00023182923973391281 0.0013781671609771223 0.002495694708861657 -0.0067253901477272284 0.0062265065219978951 -0.0078368932977280516 -0.0025174157818502944
leaf_weight=8840.6390838623047 51.007164001464844 181.7315616607666 74.043286919593811 36.615667939186096 40.602500677108765 81.948885202407837 75.599121809005737 44.992881298065186 59.452444553375244 39.250867366790771 34.116602897644043
leaf_count=4452 17 86 40 26 19 31 21 30 16 23 19
internal_value=0 0.00102681 -2.56214e-05 -0.00103076 -0.000249542 0.00125121 -0.000648344 -0.00342521 0.00341666 -0.00425788 -0.00562416
internal_weight=0 232.739 9327.26 486.622 415.89 302.596 161.195 85.5954 141.401 113.294 70.7323
internal_count=4780 103 4677 225 180 117 70 49 47 63 45
is_linear=0
shrinkage=0.06


Tree=404
num_leaves=12
num_cat=0
split_feature=105 18 133 146 98 99 144 124 115 97 47
split_gain=0.0722975 0.284446 0.259988 0.541511 0.417606 0.399788 0.566119 0.518736 0.374389 0.363181 0.285102
threshold=0.00017767510871635753 0.00096484774257987748 0.0018488886416889729 0.0056525857653468856 0.0011261500185355546 0.023343417793512348 0.00017767510871635753 0.00073092587990686308 0.0010263677686452868 0.00038414125447161501 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 9 -8 -1 -9
right_child=-2 -3 3 4 -6 -7 8 10 -10 -11 -12
leaf_value=-0.00021775518512194412 -8.8228572699208501e-05 -0.0019039361428798808 0.00047634455044557721 0.0020737517894383961 0.0091916110284026298 0.0041709639078691763 0.0035685652658916504 -0.0087747460249279624 0.00034653921647359522 -0.0060730245850605137 -0.0023541490964138698
leaf_weight=644.44253444671631 7434.3417488336563 190.44425570964813 295.8376669883728 66.409957408905029 53.642363429069519 84.584084630012512 179.50476539134979 44.317064642906189 469.123948097229 40.534433484077454 56.817245125770569
leaf_count=257 3844 113 137 29 14 28 59 32 224 24 19
internal_value=0 0.000308573 0.000526306 0.00185553 0.00525419 0.000162452 -7.38672e-05 -0.00115648 0.00123822 -0.000564249 -0.00516766
internal_weight=0 2125.66 1935.21 415.89 120.052 1519.32 1434.74 786.111 648.629 684.977 101.134
internal_count=4780 936 823 180 43 643 615 332 283 281 51
is_linear=0
shrinkage=0.06


Tree=405
num_leaves=12
num_cat=0
split_feature=130 90 90 75 148 46 114 20 48 83 97
split_gain=0.0690192 0.159791 0.308414 0.222238 0.142333 0.119436 0.115758 0.224404 0.103771 0.232179 0.281734
threshold=0.00082683752407319855 0.00060774214216507982 0.0011980500421486797 0.0072436286136507997 0.032603342086076743 0.010829726699739696 0.00096484774257987748 0.0011615398107096555 0.00060774214216507982 0.0072436286136507997 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 7 -2 -1 -10 -11
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12
leaf_value=-2.7554311402874667e-06 -0.0020945283314235791 0.0075143455690440397 -0.00091330783046188722 0.001579676655890376 0.00043747898071728444 0.0045270393965201996 -0.0015743843471997126 0.0034224665345823058 0.0005606184692875186 -0.0011732548724736108 -0.0069457695005261831
leaf_weight=8699.1842527389526 48.911646842956543 45.197082877159119 63.706690788269043 45.668697953224182 76.542351961135864 38.711185097694397 187.53678750991821 58.03274405002594 145.99105668067932 108.15988981723785 42.35768187046051
leaf_count=4266 28 15 37 28 47 15 136 25 91 59 33
internal_value=0 0.000643675 0.0022875 0.00453161 2.35422e-05 0.00181107 -0.000676059 0.000899236 -4.03783e-05 -0.00114418 -0.00279772
internal_weight=0 564.307 154.572 90.8658 409.735 115.254 294.481 106.944 8995.69 296.509 150.518
internal_count=4780 331 80 43 251 62 189 53 4449 183 92
is_linear=0
shrinkage=0.06


Tree=406
num_leaves=12
num_cat=0
split_feature=30 144 129 31 24 87 27 91 71 102 106
split_gain=0.0703289 0.301391 0.32452 0.368846 0.424615 0.318471 0.308154 0.298097 0.297708 0.312689 0.373465
threshold=0.0014881226234138014 0.0013146653072908523 0.02636832278221846 0.00093549740267917525 0.0022975050378590827 0.0010263677686452868 0.0026012937305495147 0.0042751494329422721 0.00099512818269431613 0.0036604277556762104 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 -6 -7 -8 -3 -10 -11
right_child=-2 2 -4 4 5 6 7 -9 9 10 -12
leaf_value=8.7607123558477214e-05 0.000234384801174134 0.00077784576718832111 0.003709607785128596 -0.0021647766361430503 -0.0012769555069266343 -0.00020980790881187114 0.0067450640244052871 0.00058538780654892773 -0.0035455545346425952 -0.0029374974448396676 0.0021784390323657597
leaf_weight=5205.1666746139526 3109.608993768692 115.38967144489288 51.546846270561218 179.56797730922699 97.755226492881775 72.82778799533844 84.584084630012512 42.493816256523132 392.91222155094147 115.86128652095795 92.285481333732605
leaf_count=2365 1743 52 25 102 61 34 28 23 248 65 34
internal_value=0 -0.000112992 -0.000951519 -0.0011528 0.000139486 0.00152956 0.00290197 0.00468532 -0.0020136 -0.00254949 -0.000669258
internal_weight=0 6450.39 1245.22 1193.68 477.229 297.661 199.906 127.078 716.449 601.059 208.147
internal_count=4780 3037 672 647 248 146 85 51 399 347 99
is_linear=0
shrinkage=0.06


Tree=407
num_leaves=12
num_cat=0
split_feature=123 26 37 37 133 92 4 44 25 60 125
split_gain=0.066984 0.319712 0.288779 0.584845 0.272008 0.61776 0.272421 0.345658 0.30045 0.269917 0.260281
threshold=0.0012745757703669371 0.00087947337306104611 0.00050559637020342063 0.00044738779251929378 0.0062037324532866487 0.055838862434029586 0.0023699469165876512 0.0038949446752667431 0.0022975050378590827 0.002945306478068233 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -3 -6
right_child=1 9 -4 -5 10 -7 -8 8 -10 -11 -12
leaf_value=-7.6359075670295813e-05 0.0005290715188779753 3.369119420698233e-05 -0.00020025365420473475 0.0069627236854258702 -0.0059571530749598775 0.0078634771490151741 -0.002190343850483386 0.0014083154175932172 0.0074050363259562987 -0.0042228812966145224 0.00018508655927602702
leaf_weight=7765.0593236684799 366.70607221126556 122.95493376255035 772.65330123901367 63.235075712203979 35.9398512840271 49.723597884178162 87.486697554588318 63.910892367362976 56.817245125770569 95.1200270652771 80.393050312995911
leaf_count=3801 172 68 463 24 28 16 53 22 19 64 50
internal_value=0 0.000330336 0.000628126 0.001424 0.000951323 0.00144743 0.00089252 0.00144584 0.0042305 -0.00182294 -0.0017125
internal_weight=0 1794.94 1576.87 804.212 740.977 624.645 574.921 487.434 120.728 218.075 116.333
internal_count=4780 979 847 384 360 282 266 213 41 132 78
is_linear=0
shrinkage=0.06


Tree=408
num_leaves=12
num_cat=0
split_feature=49 4 128 70 32 2 49 76 129 98 61
split_gain=0.0653395 0.268757 0.234851 0.384959 0.153274 0.201691 0.152731 0.311831 0.296875 0.238781 0.181397
threshold=0.0012745757703669371 0.0005375427135732026 0.0014427106943912806 0.0035485138650983576 0.00099512818269431613 0.00052132029668428015 0.00040826165059115743 0.0019071503775194289 0.000490355829242617 0.010180860292166473 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -6 -1 10 -9 -10 -8
right_child=1 -3 4 -5 5 -7 7 8 9 -11 -12
leaf_value=3.5322628672505003e-05 0.0075861515721848188 -0.00033322382317771659 -0.0011630131850480525 0.00030043303884741965 0.00043444804552044 0.006250979851209113 0.00025397173366922642 0.0011040121161596621 -0.0026773830753736494 -0.0083510329672543508 -0.0020603853352464232
leaf_weight=7931.8645622730255 56.817245125770569 487.08901846408844 86.135064244270325 48.303897380828857 66.813505291938782 31.61753785610199 539.17554700374603 41.346384525299072 70.192588567733765 43.101565718650818 157.54315173625946
leaf_count=3840 19 286 57 25 47 12 319 12 37 26 100
internal_value=0 0.00052746 0.00197464 0.00423831 0.000685345 0.00230281 -4.66478e-05 -0.000810342 -0.00324771 -0.00483586 -0.000269354
internal_weight=0 776.776 289.687 105.121 184.566 98.431 8783.22 851.359 154.641 113.294 696.719
internal_count=4780 446 160 44 116 59 4334 494 75 63 419
is_linear=0
shrinkage=0.06


Tree=409
num_leaves=12
num_cat=0
split_feature=104 104 109 5 92 42 32 71 9 92 149
split_gain=0.0713004 0.324619 0.371029 0.275522 0.249136 0.319822 0.379822 0.252577 0.208581 0.298616 0.40259
threshold=0.015200819820165636 0.01884530205279589 0.00747153488919139 0.00096484774257987748 0.00017767510871635753 0.0095705352723598498 0.0023699469165876512 0.025578102096915249 0.0011261500185355546 0.0092791137285530585 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -3 9 -7 -11
right_child=1 4 3 -5 5 8 -8 -9 -10 10 -12
leaf_value=-8.1731636489471718e-05 -0.0015242247773225082 -0.00058190804796162633 0.0042124536931704148 0.00038231530471413998 -0.0050480097072371066 0.0018511569127264108 0.0024031877700486726 -0.004460338500912658 -0.0019683312602723478 0.002473056619164333 -0.0040388209523478102
leaf_weight=7655.3728239536285 88.974465250968933 521.7598694562912 195.7195098400116 103.29789412021637 72.015836954116821 598.30707669258118 37.427618980407715 68.369340181350708 79.381752967834473 60.06019401550293 79.313685774803162
leaf_count=4140 39 169 59 35 46 168 14 28 29 19 34
internal_value=0 0.000328508 0.00187719 0.0028893 -6.76817e-05 0.000546049 -0.00249984 -0.00103124 0.000954038 0.00126851 -0.00123267
internal_weight=0 1904.63 387.992 299.017 1516.64 926.506 109.443 590.129 817.063 737.681 139.374
internal_count=4780 640 133 94 507 310 60 197 250 221 53
is_linear=0
shrinkage=0.06


Tree=410
num_leaves=12
num_cat=0
split_feature=29 81 0 107 98 118 32 16 50 68 73
split_gain=0.0720205 0.293813 0.300411 0.369762 0.480074 0.37236 0.248739 0.207692 0.20314 0.204988 0.192855
threshold=0.0010585968848317864 0.0058306583669036635 0.0034400182776153092 0.00244467705488205 0.010180860292166473 0.00017767510871635753 0.00077738583786413084 0.0003614811430452392 0.00244467705488205 0.099488973617553725 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 -4 -7 9 -1 -10
right_child=-2 2 3 -5 -6 7 -8 -9 10 -11 -12
leaf_value=0.0001170807155407535 -6.7902500515228643e-05 -0.0016155430227584205 0.0087082729747167582 -0.0011505129641682173 0.0096639235999843066 -0.0010948150446114179 0.002264182061775952 0.0037642807039404143 -0.0036999809211085465 0.0038387969848493113 -0.00048999686115077593
leaf_weight=563.15975534915924 8170.8801288604736 79.109484195709229 44.521266222000122 77.893985271453857 39.387001752853394 91.94514536857605 41.817999601364136 48.303897380828857 91.94514536857605 58.844695091247559 252.1915637254715
leaf_count=320 4006 49 17 43 13 59 25 25 59 13 151
internal_value=0 0.000399406 0.0017182 0.00248515 0.0035499 0.00248712 0.00558711 0.000578731 -0.000177966 0.000469173 -0.00134763
internal_weight=0 1389.12 422.979 343.869 265.975 226.588 86.3393 140.249 966.141 622.004 344.137
internal_count=4780 774 231 182 139 126 42 84 543 333 210
is_linear=0
shrinkage=0.06


Tree=411
num_leaves=12
num_cat=0
split_feature=109 140 109 46 127 42 43 54 25 147 107
split_gain=0.069983 0.267841 0.343716 0.449574 0.557882 0.340796 0.302534 0.273715 0.195017 0.289468 0.22843
threshold=0.0013146653072908523 0.00244467705488205 0.00017767510871635753 0.059226244688034065 0.0011261500185355546 0.0020932231564074759 0.040252277627587325 0.011880517937242987 0.0045489775948226461 0.00085274505545385193 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 6 -6 7 -4 10 -10 -1
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0020484951091292473 -6.2599059626901617e-05 -0.0023296079268596147 -0.0018749920934999391 0.0074863604340802276 0.0064655542459511953 0.00035808603769333324 0.004496969262282483 0.0024967773627403308 0.0057093779266041943 -2.9743949762629115e-05 0.0033309265107997186
leaf_weight=280.76549899578094 8322.4819203615189 79.785300850868225 209.02193081378937 47.156465649604797 97.419745802879333 49.655530691146851 45.197082877159119 68.437407374382019 35.468236207962036 292.99341070652008 31.61753785610199
leaf_count=196 4066 47 130 14 38 21 15 23 15 203 12
internal_value=0 0.000420987 0.00133578 0.00190156 0.0013409 0.00440355 -5.5141e-05 -0.000796663 -0.000430751 0.000589983 -0.00150402
internal_weight=0 1237.52 596.673 516.888 469.732 147.075 322.656 277.459 640.845 328.462 312.383
internal_count=4780 714 288 241 227 59 168 153 426 218 208
is_linear=0
shrinkage=0.06


Tree=412
num_leaves=12
num_cat=0
split_feature=43 17 85 53 69 62 68 44 78 32 65
split_gain=0.0635513 0.189596 0.268571 0.241534 0.211693 0.201188 0.379031 0.299454 0.286252 0.349059 0.316004
threshold=0.0081988852471113222 0.019431582652032379 0.00060774214216507982 0.040252277627587325 0.0005375427135732026 0.0010585968848317864 0.024810968898236755 0.015675474889576439 0.0015833032084628942 0.00017767510871635753 0.0035485138650983576
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 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-7.3227428198042964e-05 0.00095868338763597648 -0.0053962461956003566 0.00063930227503488854 0.0003147512175215792 0.0046945321176298802 -0.0010616462879999334 -0.004004028510850197 0.0015856177465702398 0.0022387724675540168 -0.0052180351915365021 0.0012805520435709395
leaf_weight=7810.0279285907745 305.97491681575775 48.911646842956543 58.03274405002594 72.963922381401062 87.219284057617188 361.57180774211884 94.852613568305969 267.73534679412842 335.49693751335144 75.258785843849182 41.954133987426758
leaf_count=4071 107 28 25 24 25 168 36 105 130 46 15
internal_value=0 0.00032681 -0.00212109 0.000486143 0.00269953 0.000247044 -0.000468306 6.4618e-05 0.000929841 -0.000107861 -0.00289199
internal_weight=0 1749.97 106.944 1643.03 160.183 1482.84 724.16 629.307 758.685 423.188 117.213
internal_count=4780 709 53 656 49 607 309 273 298 168 61
is_linear=0
shrinkage=0.06


Tree=413
num_leaves=12
num_cat=0
split_feature=29 81 108 100 98 15 140 125 32 85 47
split_gain=0.0682306 0.25774 0.325995 0.531423 0.397732 0.221556 0.308925 0.188422 0.39076 0.220208 0.182945
threshold=0.0010585968848317864 0.0058306583669036635 0.0038949446752667431 0.0011980500421486797 0.010180860292166473 0.099488973617553725 0.0051502294372767219 0.0011980500421486797 0.00017767510871635753 0.0014427106943912806 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 10 9 -9 -1
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.003579478629017971 -6.6091753392091796e-05 0.00017775810543859308 0.0087370666380057731 -0.00070602552740880629 0.0064419385947600558 0.0037458336696132729 -0.0026991422866102159 0.0076541237069041685 6.238865272407348e-05 0.0014039860721133553 -0.00015382614439199039
leaf_weight=67.421254754066467 8170.8801288604736 241.17915093898773 51.007164001464844 90.121896982192993 40.670567870140076 49.791665077209473 166.80038332939148 44.521266222000122 265.43077278137207 37.291484594345093 334.88433277606964
leaf_count=50 4006 150 17 50 14 11 87 17 179 24 175
internal_value=0 0.000388755 0.00162394 0.00354248 0.00151667 -0.000152013 -0.00036381 0.000155882 0.00117983 0.00480522 -0.000727922
internal_weight=0 1389.12 422.979 181.8 130.792 966.141 916.349 749.549 347.244 81.8128 402.306
internal_count=4780 774 231 81 64 543 532 445 220 41 225
is_linear=0
shrinkage=0.06


Tree=414
num_leaves=12
num_cat=0
split_feature=123 26 63 4 28 3 91 65 15 77 38
split_gain=0.0617394 0.283913 0.236529 0.225027 0.193581 0.200469 0.391188 0.32504 0.333962 0.295989 0.260267
threshold=0.0012745757703669371 0.00087947337306104611 0.0034400182776153092 0.0036604277556762104 0.0034400182776153092 0.00064626874518580746 0.0038949446752667431 0.00099512818269431613 0.0051502294372767219 0.0035485138650983576 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 9 -7 -9 10 -2
right_child=1 2 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=-7.3308815431616866e-05 0.00027445889914723669 -0.0039986747618868963 -0.0016905553289597499 0.0038439034067715878 -0.00070505620099766558 -0.00054646628222437897 -0.0024608766072149366 0.00032050896590287022 0.0039953304636231651 0.0055516079105091126 0.0048666284009251373
leaf_weight=7765.0593236684799 149.03465926647186 93.228711485862732 86.810880899429321 38.0353684425354 325.75838029384613 506.68284618854523 57.288860201835632 222.46534144878387 148.42690980434418 103.90564358234406 63.303142905235291
leaf_count=3801 58 60 55 17 226 276 32 143 55 38 19
internal_value=0 0.00031714 -0.00171201 -4.43998e-06 0.000597764 0.000936987 0.00210113 0.00044148 0.00179113 0.00292756 0.0016435
internal_weight=0 1794.94 218.075 124.846 1576.87 1251.11 373.532 877.575 370.892 316.243 212.338
internal_count=4780 979 132 72 847 621 147 474 198 115 77
is_linear=0
shrinkage=0.06


Tree=415
num_leaves=12
num_cat=0
split_feature=56 75 12 28 74 27 78 78 96 42 37
split_gain=0.0732678 0.212392 0.222664 0.21148 0.197981 0.158277 0.35873 0.2211 0.181237 0.14948 0.170106
threshold=0.00080172589514404546 0.00064626874518580746 0.00017767510871635753 0.00066645268816500913 0.000490355829242617 0.0053125319536775359 0.0022272822679951791 0.072653736919164671 0.0010918468469753864 0.0020932231564074759 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5 8 -8 -7 -11
right_child=1 2 3 5 -6 9 7 -9 -10 10 -12
leaf_value=-6.7392964112013173e-05 0.0033829623505387454 0.0031706150088974673 -0.004775553999046187 0.004753390065294366 1.935201252639535e-05 0.00035716368038944598 -0.0034103621919711335 0.0046636435931412135 0.00043823551261362487 -0.0036899253493098529 -0.00026222630605125959
leaf_weight=8208.7161509990692 81.27306854724884 85.799583554267883 61.003424167633057 80.057569622993469 63.030874133110046 365.07731485366821 51.410711884498596 38.643117904663086 307.65717554092407 86.74281370639801 130.58826327323914
leaf_count=3990 33 34 45 27 39 244 35 20 174 60 79
internal_value=0 0.000409396 0.000219105 5.25965e-06 -0.00233891 0.000279514 0.00108894 0.000351297 -0.0001128 -0.000384482 -0.00163032
internal_weight=0 1351.28 1270.01 1184.21 124.034 1060.18 477.769 397.711 359.068 582.408 217.331
internal_count=4780 790 757 723 84 639 256 229 209 383 139
is_linear=0
shrinkage=0.06


Tree=416
num_leaves=12
num_cat=0
split_feature=29 59 106 129 29 52 72 20 38 5 118
split_gain=0.0653753 0.251783 0.379547 0.221207 0.117178 0.423268 0.466574 0.538608 0.327831 0.254657 0.251141
threshold=0.074787221848964705 0.0063990866765379914 0.0084566329605877417 0.00017767510871635753 0.034632634371519096 0.0053125319536775359 0.001792412775103003 0.00090704852482303988 0.0012745757703669371 0.0022975050378590827 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 8 7 10 -6 -8 -7
right_child=1 2 -4 -5 5 6 9 -9 -10 -11 -12
leaf_value=2.4851960596937324e-05 0.00046784536209605371 -0.004817896069915578 0.0015187434912658695 0.0045148144867270396 -0.0042228794052760451 0.0024200475201956151 0.0010347876304723682 -0.0076116822224386628 0.00056162653987025079 0.0062194152835313796 -0.0025990014900990847
leaf_weight=8650.7977223396301 114.24223971366882 58.504359126091003 81.341135740280151 84.652151823043823 168.69169890880585 83.232451319694519 83.840200781822205 39.858616828918457 74.247488498687744 57.493061780929565 63.098941326141357
leaf_count=4390 41 38 28 23 91 32 35 26 25 17 34
internal_value=0 0.000818637 -0.00113219 0.00219029 -3.00723e-05 -0.000862974 0.000544606 -0.00142843 -0.00276063 0.00314385 0.000255805
internal_weight=0 338.74 139.845 198.894 9221.26 570.462 327.523 186.19 242.939 141.333 146.331
internal_count=4780 130 66 64 4650 260 144 92 116 52 66
is_linear=0
shrinkage=0.06


Tree=417
num_leaves=12
num_cat=0
split_feature=150 113 81 23 29 103 43 96 4 63 98
split_gain=0.0656422 0.26177 0.260827 0.319474 0.281276 0.375934 0.371741 0.32659 0.364827 0.481645 0.378076
threshold=0.0053125319536775359 0.0013146653072908523 0.0018488886416889729 0.059226244688034065 0.013439828064292671 0.00037263428384903824 0.0032328735105693345 0.0018488886416889729 0.00039601318712811922 0.0046923852059990176 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 -4 9 10 -9
right_child=1 2 4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00010187227379628152 -0.0025734317849600177 -0.0001384170468124607 0.0016301957175635785 -0.0039106886679138413 0.0026491606422297874 -0.0049153052336695048 0.00099752168953791387 -0.0044137457427692725 -0.00096437876877557326 0.005412307369807458 0.0025118238528263532
leaf_weight=6733.1500364542007 114.03803813457489 546.41503918170929 407.78504323959351 94.852613568305969 464.0626060962677 50.127145767211914 161.93838763237 51.478779077529907 790.29260146617889 82.624701857566833 63.235075712203979
leaf_count=3563 56 216 156 36 167 34 63 30 406 29 24
internal_value=0 0.000242645 0.000361024 -0.00069639 0.000688357 0.00169276 -0.000400127 0.000201689 -0.000388131 0.0019196 -0.000596082
internal_weight=0 2826.85 2712.81 641.268 2071.54 676.128 212.066 1395.42 987.631 197.339 114.714
internal_count=4780 1217 1161 252 909 264 97 645 489 83 54
is_linear=0
shrinkage=0.06


Tree=418
num_leaves=12
num_cat=0
split_feature=50 37 3 148 72 102 142 10 127 95 95
split_gain=0.0659091 0.238852 0.246806 0.225875 0.190038 0.259889 0.354993 0.514777 0.794093 0.486051 0.478844
threshold=0.0028552538715302949 0.014293605927377941 0.00057154725072905432 0.08153740689158441 0.030689206905663017 0.0032328735105693345 0.0062037324532866487 0.010500331409275534 0.00039601318712811922 0.00099512818269431613 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 9 -8 -9
right_child=3 2 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=0.00030272251686083035 -0.00089461468400936083 -0.0041761444089151055 0.00017354248502226199 0.0026807113323047511 -0.0017177503713163163 0.00056184078373449655 -0.0031682406723412141 -0.0036684493289391219 0.0020244901660596147 0.00035199273696892499 0.0008843161300407733
leaf_weight=3609.825363278389 2078.4192206859589 89.309945940971375 99.038792610168457 101.27044415473938 274.61993718147278 1530.5358349084854 211.58906304836273 204.90381896495819 796.03947067260742 424.46654748916626 139.98162925243378
leaf_count=1827 1071 62 62 41 171 677 132 99 365 217 56
internal_value=0 0.000194038 -0.00188896 -0.000127909 -0.000178157 -9.96559e-05 -0.00036226 0.000260401 0.000761554 -0.000819041 -0.00182058
internal_weight=0 3798.17 188.349 5761.83 5660.56 5385.94 3855.4 1776.98 1432.1 636.056 344.885
internal_count=4780 1951 124 2829 2788 2617 1940 869 714 349 155
is_linear=0
shrinkage=0.06


Tree=419
num_leaves=12
num_cat=0
split_feature=23 93 140 147 83 108 11 59 10 12 105
split_gain=0.065687 0.176077 0.222998 0.185431 0.146351 0.141903 0.264807 0.253803 0.189571 0.136432 0.131874
threshold=0.0019672545604407792 0.045367386192083366 0.0045489775948226461 0.00055427959887310873 0.0014427106943912806 0.0044099434744566688 0.0014427106943912806 0.000490355829242617 0.0011615398107096555 0.00062670491752214741 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -2 -1 7 8 -7 -8 -6
right_child=4 3 -4 -5 10 6 9 -9 -10 -11 -12
leaf_value=-3.8776017585747308e-05 -0.0029381220291532176 -0.005380504576640523 0.0037578267325424821 0.00050340859158008538 0.00042599126083731141 0.0040460084921762453 0.0018977267511479513 0.005727318705291376 -0.0020446636713302969 -0.0024614877500962608 -0.00015898089858381025
leaf_weight=728.93913078308105 63.030874133110046 37.291484594345093 76.138804078102112 39.926684021949768 1756.3899701833725 34.116602897644043 43.845449566841125 74.179421305656433 39.926684021949768 62.962806940078735 6603.2521556615829
leaf_count=482 39 24 29 21 714 19 19 30 21 44 3338
internal_value=0 0.000428001 0.000629486 -0.00233815 -5.77936e-05 0.000387418 0.00160558 0.00324679 0.000761709 -0.000672003 -3.60762e-05
internal_weight=0 1137.33 1060.11 77.2182 8422.67 983.97 255.031 148.223 74.0433 106.808 8359.64
internal_count=4780 689 644 45 4091 615 133 70 40 63 4052
is_linear=0
shrinkage=0.06


Tree=420
num_leaves=12
num_cat=0
split_feature=104 25 104 124 72 73 50 60 135 96 112
split_gain=0.0671206 0.307325 0.363069 0.470483 0.351397 0.253721 0.212388 0.229293 0.190676 0.196707 0.316228
threshold=0.015200819820165636 0.011519505176693203 0.01884530205279589 0.002945306478068233 0.0028552538715302949 0.0063990866765379914 0.00087947337306104611 0.00046126570669002836 0.010500331409275534 0.0070226341485977182 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 9 10 -4
right_child=1 -3 5 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-7.9299818057282506e-05 0.0017434382305031278 -0.0038663494759130662 -0.00011593770132274226 -0.0018648989921292278 0.0061316729245253663 -0.0011782180863006665 0.0050273443269403164 0.00063022954849055338 -0.0031780965919622726 0.002112287852313936 -0.0044351185447770924
leaf_weight=7655.3728239536285 188.62586259841919 61.139558553695679 968.73256814479828 82.488567471504211 100.79882907867432 61.275692939758301 89.854483485221863 81.341135740280151 78.030119657516479 127.21403527259827 65.126391291618347
leaf_count=4140 56 35 305 39 28 25 22 28 33 41 28
internal_value=0 0.000318734 0.000457533 0.00213246 0.00327174 3.42262e-05 0.00185312 0.00293812 -0.000307021 -0.00011407 -0.000388018
internal_weight=0 1904.63 1843.49 371.913 289.425 1471.57 232.471 171.196 1239.1 1161.07 1033.86
internal_count=4780 640 605 123 84 482 75 50 407 374 333
is_linear=0
shrinkage=0.06


Tree=421
num_leaves=12
num_cat=0
split_feature=109 21 38 99 146 148 81 95 42 12 23
split_gain=0.0706886 0.279611 0.439071 0.521555 0.400756 0.344461 0.476654 0.383078 0.343722 0.313637 0.456497
threshold=0.0058306583669036635 0.0026012937305495147 0.0011261500185355546 0.017188700847327713 0.013439828064292671 0.00244467705488205 0.0021592099219560628 0.0012745757703669371 0.0013560238294303419 0.012636432424187662 0.094028618186712279
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -4 6 -3 -8 -5 10 -2
right_child=1 5 3 8 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00018058674696325822 -0.0011133213724648758 -0.00061965155833495697 0.0008255310213468105 0.0013235517091277481 0.0051680113519898749 -4.8891332763235895e-05 0.0049928005145351007 0.00068199115177743357 -0.0054395720640704488 0.0011424317499615696 -0.0065636119625030595
leaf_weight=4296.4019569158554 1667.5273629426956 196.25919210910797 271.85345864295959 46.344514608383179 106.47277581691742 2334.957374215126 175.79020142555237 128.42953419685364 64.990256905555725 213.75264739990234 57.220793008804321
leaf_count=2324 905 67 136 26 40 998 46 47 38 116 37
internal_value=0 -0.000147404 -0.000619965 0.000985368 0.00204764 0.00025728 0.00168571 0.00317295 -0.00262434 -0.00102547 -0.00129414
internal_weight=0 5263.6 2428.16 489.661 378.326 2835.44 500.479 304.22 111.335 1938.5 1724.75
internal_count=4780 2456 1298 240 176 1158 160 93 64 1058 942
is_linear=0
shrinkage=0.06


Tree=422
num_leaves=12
num_cat=0
split_feature=78 115 26 82 18 11 142 137 146 33 68
split_gain=0.0641519 0.220434 0.276734 0.412049 0.348525 0.415037 0.309884 0.302952 0.492197 0.292217 0.309853
threshold=0.0058306583669036635 0.00044738779251929378 0.00017767510871635753 0.0012357163941487672 0.0010585968848317864 0.0046923852059990176 0.0062037324532866487 0.00077738583786413084 0.0032328735105693345 0.0081988852471113222 0.013032016810029747
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 9 -9 10 -1
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00026710303335289904 0.00019039391461336098 -0.00042006398342273071 0.0014309215426102982 -0.001139281954003689 -0.0050990334365070087 0.0019219598475010177 -0.0063980565655246697 -0.0064618161189653233 0.0013496363766626568 0.0038454435320544158 0.0023994252809811933
leaf_weight=444.87232625484467 3823.150186419487 3538.2227847576141 610.25786435604095 385.01633381843567 73.9752197265625 156.06023931503296 45.060948491096497 52.018461346626282 65.734140753746033 123.29526972770691 242.33629322052002
leaf_count=195 2165 1703 243 161 45 66 25 38 31 43 65
internal_value=0 -0.000126882 0.000344931 -7.23105e-05 -0.00121828 -0.000728503 -0.00169027 0.000742628 -0.00210116 0.00115578 0.000673218
internal_weight=0 5736.85 2198.63 1588.37 660.113 586.138 430.077 928.256 117.753 810.504 687.209
internal_count=4780 2615 912 669 297 252 186 372 69 303 260
is_linear=0
shrinkage=0.06


Tree=423
num_leaves=12
num_cat=0
split_feature=71 35 124 91 150 125 104 51 69 140 42
split_gain=0.0634412 0.268937 0.328234 0.245641 0.348458 0.452653 0.357158 0.386308 0.31242 0.375582 0.323999
threshold=0.010829726699739696 0.016164712607860569 0.00747153488919139 0.0035485138650983576 0.012252715881913902 0.0079489401541650313 0.00046126570669002836 0.00096484774257987748 0.0022975050378590827 0.039062514901161201 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 -8 9 10 -9
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.00014650153564440117 -5.2139687033310007e-05 0.0025357110095117837 -0.0023786211213415826 0.0018953594216670983 0.00077027034327861775 0.0018337190620551541 -0.0069520111955794668 -0.0040463051486593149 -0.00083644713472806663 0.0015845375270949157 -0.010928166937903749
leaf_weight=5035.8283840417862 3335.3561263084412 244.96663737297058 61.139558553695679 57.288860201835632 240.50818955898285 98.567177534103394 79.041417002677917 122.81879937648773 220.17047798633575 33.508853435516357 30.805586814880371
leaf_count=2655 1502 110 35 32 104 49 54 78 121 16 24
internal_value=0 -0.00016307 0.00155416 -0.00028769 -0.00117772 -0.00190726 -0.00258554 -0.00311337 -0.00236844 -0.0041709 -0.00542629
internal_weight=0 4524.17 306.106 4218.07 882.709 642.201 543.634 486.345 407.304 187.133 153.624
internal_count=4780 2125 145 1980 478 374 325 293 239 118 102
is_linear=0
shrinkage=0.06


Tree=424
num_leaves=12
num_cat=0
split_feature=150 150 61 135 93 149 46 52 102 91 92
split_gain=0.062738 0.281868 0.397116 0.355841 0.343009 0.448776 0.343895 0.342619 0.753664 0.377799 0.303526
threshold=0.0022272822679951791 0.0013560238294303419 0.0084566329605877417 0.0063990866765379914 0.030689206905663017 0.0030382014811038975 0.00046126570669002836 0.010500331409275534 0.00062670491752214741 0.00099512818269431613 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 -6 -3 9 -9 -5
right_child=-2 2 -4 10 6 -7 -8 8 -10 -11 -12
leaf_value=0.00010682579204446591 -0.00014502482772712753 0.0018181652373683627 -0.0017552515667020447 0.0037693721833342545 9.5118685311586118e-05 -0.002185037225979708 -0.0062024634294634805 0.0051645606928009628 -0.0049777033294261036 -0.0024408986549637186 -0.0010019856263449353
leaf_weight=2526.179594039917 5057.546860575676 915.00757169723511 173.35434830188751 146.39945983886719 56.749177932739258 350.21905899047852 69.380637526512146 67.761590719223022 89.985762596130371 36.007918477058411 71.408087491989136
leaf_count=1435 2346 440 82 61 24 192 49 25 60 23 43
internal_value=0 0.000162904 0.000915282 -0.000136641 -0.000306513 -0.000172222 -0.00336901 0.00133282 -0.000959227 0.00252547 0.00220509
internal_weight=0 4502.45 1282.12 3220.34 3002.53 2876.4 126.13 1108.76 193.755 103.77 217.808
internal_count=4780 2434 630 1804 1700 1627 73 548 108 48 104
is_linear=0
shrinkage=0.06


Tree=425
num_leaves=12
num_cat=0
split_feature=108 11 10 10 117 44 59 39 4 11 60
split_gain=0.0622903 0.408071 0.536581 0.398184 0.369735 0.3078 0.356969 0.276119 0.2369 0.163971 0.247192
threshold=0.0005375427135732026 0.0012357163941487672 0.0051502294372767219 0.0011615398107096555 0.0036604277556762104 0.0013146653072908523 0.0056525857653468856 0.00017767510871635753 0.00017767510871635753 0.00044738779251929378 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 6 -1 -3 -5 10 -2
right_child=9 2 -4 8 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00020390704216650775 0.0006262974722257476 0.0042501819616719413 -0.0038593090119375759 0.0089831905086338159 -0.003971777270176541 -0.0036566147698847296 0.0062163620205067478 -0.0008279186473451693 0.0035835007819423302 -0.00017255838235387061 -0.0036817621279958048
leaf_weight=319.8170200586319 1577.6242333650589 63.167008519172668 46.276447415351868 47.764215111732483 93.768393754959106 63.570556402206421 39.994751214981079 98.902658224105835 75.462987422943115 7084.2004675865173 49.451329112052917
leaf_count=186 696 29 31 17 68 47 16 72 31 3551 36
internal_value=0 0.000490671 0.00213373 0.00310583 -0.000562786 0.000192218 0.000872219 0.00115128 0.00567648 -4.78052e-05 0.000495364
internal_weight=0 848.724 331.573 285.297 517.151 423.382 359.812 162.07 123.227 8711.28 1627.08
internal_count=4780 497 180 149 317 249 202 101 48 4283 732
is_linear=0
shrinkage=0.06


Tree=426
num_leaves=12
num_cat=0
split_feature=150 60 81 88 106 129 135 114 127 119 71
split_gain=0.0637209 0.25308 0.270623 0.283769 0.402174 0.409697 0.394503 0.359192 0.355044 0.341544 0.3092
threshold=0.0053125319536775359 0.025578102096915249 0.0015833032084628942 0.0012745757703669371 0.0022272822679951791 0.0053125319536775359 0.0032328735105693345 0.0014881226234138014 0.0036604277556762104 0.00044738779251929378 0.045367386192083366
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 6 7 9 -8 -6 -4
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12
leaf_value=-0.00010037037302950802 -0.00086083355248164797 -0.0041324793455784293 -0.00017029379898945063 -0.00045220516386158696 0.003240249205575558 0.0055314269042333443 0.00031915857764541826 -0.00091664594263879591 -0.0050558445152877564 0.00019163590924223858 -0.0056621625105336562
leaf_weight=6733.1500364542007 563.84528255462646 46.884196877479553 182.27124392986298 641.59827816486359 525.54250061511993 82.692769050598145 376.7752548456192 134.03541374206543 50.127145767211914 176.80149877071381 46.276447415351868
leaf_count=3563 222 34 94 323 177 24 147 64 34 67 31
internal_value=0 0.000239068 0.000312794 0.000611399 0.0010448 0.00143995 0.00117212 0.00192964 -0.000311978 0.00247282 -0.00128229
internal_weight=0 2826.85 2779.97 2216.12 1574.52 1345.97 1263.28 836.379 426.902 702.344 228.548
internal_count=4780 1217 1183 961 638 513 489 308 181 244 125
is_linear=0
shrinkage=0.06


Tree=427
num_leaves=12
num_cat=0
split_feature=48 101 117 24 32 93 72 105 150 31 21
split_gain=0.0610923 0.0678654 0.40319 0.391502 0.460836 0.321673 0.355441 0.357816 0.300246 0.421839 0.300109
threshold=0.011169348377734424 0.010829726699739696 0.00093549740267917525 0.0011980500421486797 0.00038414125447161501 0.0058306583669036635 0.0010263677686452868 0.0017376682371832433 0.0028552538715302949 0.00039601318712811922 0.00087947337306104611
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8 10 -10 -6
right_child=-2 2 3 4 8 -7 7 -9 9 -11 -12
leaf_value=-7.3433937789772378e-05 0.0018153606504283119 0.0050288772681380701 -0.0060862933714150727 0.00290523484245957 -0.00081171623048894562 0.0015707591038712145 -0.0045410194099666989 0.0026289821963213513 0.00095677047811269865 -0.0035065348930390533 0.0029197979824858952
leaf_weight=8302.6109685897827 66.273823022842407 64.38250744342804 84.851498126983643 253.5480523109436 145.38330721855164 69.045156836509705 48.167762994766235 52.222662925720215 140.58937871456146 166.52811455726624 166.39683544635773
leaf_count=4144 39 35 56 99 88 26 35 23 59 107 69
internal_value=0 -1.26727e-05 0.000410861 0.000146983 0.000750794 -0.00192466 -0.00322751 -0.000811216 -0.000131831 -0.00146336 0.00117979
internal_weight=0 9493.73 1191.12 1126.73 872.446 254.287 185.242 100.39 618.898 307.117 311.78
internal_count=4780 4741 597 562 422 140 114 58 323 166 157
is_linear=0
shrinkage=0.06


Tree=428
num_leaves=12
num_cat=0
split_feature=60 58 26 121 121 93 69 145 40 117 1
split_gain=0.0655773 0.325428 0.326624 0.375538 0.614087 0.404989 0.323581 0.310625 0.292076 0.267983 0.256451
threshold=0.0045489775948226461 0.017188700847327713 0.00042089859198313212 0.0025217677466571335 0.0053125319536775359 0.00082683752407319855 0.02636832278221846 0.0062037324532866487 0.00747153488919139 0.027182282879948619 0.0016331639490090313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 10 -5 -6 7 -4 -1 -7 -2
right_child=1 -3 6 4 5 9 -8 -9 -10 -11 -12
leaf_value=0.00010957808220489925 0.0014211826419699882 -0.0025751388933807707 -0.0009997246963453347 0.0069907236322792193 0.0046517880951576713 -0.0045227734961079281 0.0032071968634866197 -0.006914662790461195 -0.00080416950648047212 0.001836044055375585 -0.0006962899122193697
leaf_weight=6393.1751366853714 482.97090661525726 126.06174826622009 284.48491823673248 94.244864106178284 61.951509594917297 51.410711884498596 57.964676856994629 36.007918477058411 1568.274658203125 44.521266222000122 358.93175303936005
leaf_count=2952 255 78 161 33 23 35 30 23 954 17 219
internal_value=0 0.000350697 0.000601182 0.00112677 0.00315811 0.000870321 -0.000918161 -0.00166428 -7.04152e-05 -0.0015717 0.000518432
internal_weight=0 1598.55 1472.49 1094.03 252.128 157.883 378.458 320.493 7961.45 95.932 841.903
internal_count=4780 874 796 582 108 75 214 184 3906 52 474
is_linear=0
shrinkage=0.06


Tree=429
num_leaves=12
num_cat=0
split_feature=130 130 48 15 5 136 42 73 24 144 98
split_gain=0.0587602 0.140686 0.126018 0.112759 0.0926363 0.147714 0.13514 0.152189 0.120686 0.0869654 0.30515
threshold=0.00082683752407319855 0.00055427959887310873 0.00099512818269431613 0.0044099434744566688 0.00043393640953581786 0.0011261500185355546 0.0027679565828293566 0.0020292587578296666 0.0095705352723598498 0.013032016810029747 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -3 8 6 7 -6 -2 -1 -11
right_child=2 3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=5.0467498207277411e-05 -0.0014332265820548632 -9.7019711966748822e-05 0.0029356396275085168 -0.0027502059878003414 0.0026842748826089819 -0.0017617154245186111 0.0034160064442348035 -0.0011650023431352408 0.0026958496315113282 -0.00011256398267853968 -0.0039527021679791764
leaf_weight=8208.7210062742233 161.25771570205688 109.2392543554306 72.151971340179443 122.14298272132874 64.450574636459351 59.787925243377686 89.65028190612793 86.74281370639801 30.265904545783997 466.95550847053528 88.634129285812378
leaf_count=3942 113 75 36 80 30 39 37 60 16 288 64
internal_value=0 -3.72567e-05 0.000593914 -0.00149759 0.000250607 0.000907636 0.00157029 0.000475864 -0.000780721 1.29696e-06 -0.000725188
internal_weight=0 8995.69 564.307 231.382 492.155 300.632 240.844 151.193 191.524 8764.31 555.59
internal_count=4780 4449 331 155 295 166 127 90 129 4294 352
is_linear=0
shrinkage=0.06


Tree=430
num_leaves=12
num_cat=0
split_feature=8 72 108 133 73 54 10 104 61 51 23
split_gain=0.0622561 0.241573 0.335802 0.454836 0.32191 0.410507 0.348027 0.301555 0.315697 0.358734 0.336929
threshold=0.0044099434744566688 0.0020932231564074759 0.0022975050378590827 0.010829726699739696 0.0036604277556762104 0.0084566329605877417 0.022641776129603389 0.010829726699739696 0.00087947337306104611 0.00080172589514404546 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 9 -4 -10
right_child=1 -3 4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.00012254579314578673 -0.0034291516122720148 -0.00012947237093011594 0.00014100735056118632 0.001434549681533734 0.004076280551269045 -0.0015941461156421736 0.0062773212116043944 -0.0024715278946666358 -0.0028143225292404403 0.005391065990797605 0.0020474846026575272
leaf_weight=5827.2246264219284 133.08732831478119 2589.2153234481812 72.151971340179443 144.23587548732758 145.25202810764313 170.31560099124908 55.601746201515198 67.017706871032715 80.393050312995911 133.63186585903168 141.87294483184814
leaf_count=2837 86 1426 36 77 50 67 13 32 50 46 60
internal_value=0 0.000191306 0.000917603 -0.000899539 0.00149936 0.000980199 0.00177641 0.00127091 0.00185685 0.00355029 0.000288981
internal_weight=0 3732.78 1143.56 277.323 866.237 720.985 550.669 495.068 428.05 205.784 222.266
internal_count=4780 1943 517 163 354 304 237 224 192 82 110
is_linear=0
shrinkage=0.06


Tree=431
num_leaves=12
num_cat=0
split_feature=56 125 78 125 124 32 96 150 71 68 69
split_gain=0.0686702 0.193095 0.197483 0.186052 0.172706 0.169798 0.154198 0.280434 0.349303 0.445245 0.318943
threshold=0.00080172589514404546 0.00042089859198313212 0.0019071503775194289 0.0056525857653468856 0.0033348383149132137 0.0026833302108570938 0.0079489401541650313 0.012252715881913902 0.010829726699739696 0.0079489401541650313 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 5 -2 -3 -1 8 -8 10 -10
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12
leaf_value=3.0001736161043335e-05 0.0007536004688057143 -0.00047777811609279672 -0.00013661119618466486 0.0050976488219120521 0.0058360400304018128 0.0037939880280326334 -0.00031683582435100419 0.0011836711327138662 -0.0033634282753670312 -0.0089097689284168072 0.0014635486915363298
leaf_weight=7237.7762076854706 55.397544622421265 105.6608247756958 1048.9603524208069 49.655530691146851 42.561883449554443 49.047781229019165 479.12020826339722 206.99933612346649 177.40439295768738 39.18280017375946 68.233205795288086
leaf_count=3466 28 52 653 21 18 18 252 88 118 28 38
internal_value=0 0.000396343 0.000195824 0.00190215 0.00296184 0.000876514 -6.52442e-05 -0.000775246 -0.00130604 -0.00297006 -0.00202259
internal_weight=0 1351.28 1253.32 204.364 97.9594 154.709 8208.72 970.94 763.941 284.82 245.638
internal_count=4780 790 744 91 46 70 3990 524 436 184 156
is_linear=0
shrinkage=0.06


Tree=432
num_leaves=12
num_cat=0
split_feature=53 76 129 79 5 117 52 147 125 44 87
split_gain=0.0607031 0.260279 0.340333 0.329109 0.44619 0.413405 0.655108 0.490047 0.261882 0.302193 0.259582
threshold=0.023343417793512348 0.00038414125447161501 0.0033348383149132137 0.0033348383149132137 0.0031340263085439806 0.0027679565828293566 0.0046923852059990176 0.0053125319536775359 0.00052132029668428015 0.0020932231564074759 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 8 10 -10 -7
right_child=1 2 -4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=6.77139513924992e-05 -0.012852028484367175 0.00063893967197421872 -0.0036867809413954635 0.0013135754089540924 0.0018482508691064002 -0.0013746525084605363 -0.0017367038691546766 -0.0080383470598077399 0.0032266688120428186 -0.0018665649013169226 -0.0070620670312001154
leaf_weight=7962.7771518230438 34.656285166740417 860.70395743846893 70.868405222892761 142.41262710094452 92.217414140701294 104.51339304447174 42.493816256523132 41.142182946205139 79.381752967834473 88.906398057937622 39.926684021949768
leaf_count=4142 27 284 35 68 39 41 23 27 29 44 21
internal_value=0 -0.00033758 0.000309865 -0.00124367 -0.0019397 -0.00275013 -0.00672977 -0.0018825 -0.00107264 0.00053592 -0.00294679
internal_weight=0 1597.22 931.572 665.651 523.238 431.021 77.1501 353.87 312.728 168.288 144.44
internal_count=4780 638 319 319 251 212 50 162 135 73 62
is_linear=0
shrinkage=0.06


Tree=433
num_leaves=12
num_cat=0
split_feature=1 101 21 150 69 72 72 131 39 45 47
split_gain=0.0640194 0.258407 0.49266 0.263574 0.296575 0.385364 0.282913 0.272252 0.244201 0.241197 0.46978
threshold=0.0037758676335215573 0.028020657598972324 0.0011261500185355546 0.0053125319536775359 0.0035485138650983576 0.0095705352723598498 0.0020932231564074759 0.0037758676335215573 0.0031340263085439806 0.004017772153019906 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 7 5 -5 -6 -2 -3 10 -9
right_child=1 2 -4 4 6 -7 -8 9 -10 -11 -12
leaf_value=-8.8930293484074612e-05 -0.00091286503630785712 0.0020587961568002545 -0.001609771143262726 0.0009915369246117627 -0.0038947284673823824 0.0053666541891643762 0.00073512002073553235 0.00050928442502363536 0.0071085222276151602 -0.00093281608271485596 0.0058638320588258307
leaf_weight=7198.5107744932175 1021.5387041568756 74.85523796081543 76.610419154167175 250.30510342121124 63.706690788269043 102.01432800292969 186.93389332294464 254.89483034610748 63.910892367362976 189.97264063358307 76.746553540229797
leaf_count=3587 571 28 42 99 37 34 85 143 22 100 32
internal_value=0 0.000271086 0.00225233 7.2255e-05 0.001136 0.00225836 -0.000441674 -0.000343384 0.00438453 0.000771899 0.0017484
internal_weight=0 2361.49 215.377 2146.11 602.96 352.319 250.641 1543.15 138.766 521.614 331.641
internal_count=4780 1193 92 1101 255 133 122 846 50 275 175
is_linear=0
shrinkage=0.06


Tree=434
num_leaves=12
num_cat=0
split_feature=109 103 51 83 17 24 7 15 135 109 104
split_gain=0.0661082 0.280125 0.43835 0.416083 0.378419 0.495587 0.281391 0.267637 0.29287 0.261961 0.448321
threshold=0.0058306583669036635 0.00050559637020342063 0.020658296532928947 0.030689206905663017 0.00040826165059115743 0.00073092587990686308 0.00047558375808876013 0.007706565549597145 0.0044099434744566688 0.004017772153019906 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 -6 -4 -7 -9 -1 -11
right_child=-2 3 6 -5 5 7 -8 8 -10 10 -12
leaf_value=0.00025955029178095437 -0.00014254795167743407 -0.0034426508152860091 -0.0065565097907433452 0.0024759541589069321 0.0030761270718535298 -0.00046056229529083234 -0.001037601185312651 -0.0017278593123208799 -0.0082324733077142886 -0.0035808530213308483 0.0019042581575286455
leaf_weight=2502.2002409696579 5263.5981112718582 218.07496082782745 46.884196877479553 118.76875472068787 111.60704028606415 274.61993718147278 114.44158601760864 72.759720802307129 37.899234056472778 57.828542470932007 741.31774270534515
leaf_count=1386 2456 132 34 42 44 171 74 39 27 40 335
internal_value=0 0.000174638 0.000412367 -0.000812704 -0.00135901 -0.000444539 -0.0026415 -0.0014644 -0.0039556 0.000561599 0.00150734
internal_weight=0 4296.4 3462.67 833.73 714.961 496.886 161.326 385.279 110.659 3301.35 799.146
internal_count=4780 2324 1869 455 413 281 108 237 66 1761 375
is_linear=0
shrinkage=0.06


Tree=435
num_leaves=12
num_cat=0
split_feature=108 23 59 45 92 11 39 77 45 42 78
split_gain=0.064686 0.38823 0.222281 0.422768 0.420727 0.681681 0.189226 0.155962 0.171717 0.182999 0.162718
threshold=0.0005375427135732026 0.022641776129603389 0.0056525857653468856 0.0014427106943912806 0.037906534969806678 0.0012357163941487672 0.0014881226234138014 0.012636432424187662 0.014293605927377941 0.001792412775103003 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 -6 -4 8 9 -1 -9
right_child=-2 -3 3 -5 5 -7 -8 10 -10 -11 -12
leaf_value=-0.0007747216910746654 -4.8715814565172282e-05 -0.0029042856812584884 0.0035233336036671658 0.0072733259019799584 -0.00073688128376106813 0.0092896608758278321 -0.0015328949611937046 0.0046213653663321396 0.0026598427446250174 -0.0045314085207142519 0.00014393450384234672
leaf_weight=232.05805373191833 8711.2760300636292 105.59275758266449 48.979714035987854 54.182045698165894 51.410711884498596 46.480648994445801 58.436291933059692 39.318934559822083 40.06281840801239 58.436291933059692 113.76576936244965
leaf_count=153 4283 57 23 22 35 16 43 18 11 43 76
internal_value=0 0.000500017 0.000983741 0.00295226 0.000436724 0.00402391 0.000772652 -0.000289339 -0.00102257 -0.00153042 0.00129394
internal_weight=0 848.724 743.131 161.598 581.533 97.8914 107.416 483.642 330.557 290.494 153.085
internal_count=4780 497 440 88 352 51 66 301 207 196 94
is_linear=0
shrinkage=0.06


Tree=436
num_leaves=12
num_cat=0
split_feature=49 4 128 116 145 65 42 134 87 91 23
split_gain=0.0647117 0.230907 0.196955 0.183428 0.167075 0.148105 0.153791 0.138345 0.132023 0.0990912 0.0951693
threshold=0.0012745757703669371 0.0005375427135732026 0.0014427106943912806 0.0022975050378590827 0.0045489775948226461 0.0012745757703669371 0.001792412775103003 0.0010263677686452868 0.00090704852482303988 0.0014427106943912806 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -4 10 -6 -10 -3
right_child=1 4 5 -5 8 -7 -8 -9 9 -11 -12
leaf_value=-4.6423164615834716e-05 0.0063384161774511193 -0.00079489373322632088 0.0016915423846710885 0.0013209544729722124 -0.00094979557378036732 0.0028401378253798868 -0.0027289466948543879 0.0025440854624439761 0.0044636743244923912 0.00084145361273383701 -0.0031874216164608738
leaf_weight=8783.2237998247147 54.85786235332489 193.41493582725525 53.370094656944275 50.263280153274536 63.774757981300354 70.80033802986145 60.395674705505371 33.508853435516357 49.723597884178162 59.992126822471619 86.674746513366699
leaf_count=4334 20 133 34 24 32 40 42 16 16 24 65
internal_value=0 0.00052492 0.00186633 0.00393934 -0.000272858 0.000685629 -0.000655195 -0.00109938 0.00122115 0.00248306 -0.00153527
internal_weight=0 776.776 289.687 105.121 487.089 184.566 113.766 313.599 173.49 109.716 280.09
internal_count=4780 446 160 44 286 116 76 214 72 40 198
is_linear=0
shrinkage=0.06


Tree=437
num_leaves=12
num_cat=0
split_feature=142 37 49 22 119 121 110 60 138 29 46
split_gain=0.0620953 0.211975 0.475901 0.237406 0.411306 0.404613 0.384713 0.425492 0.314766 0.299355 0.264546
threshold=0.0049928687512874612 0.00044738779251929378 0.00040826165059115743 0.00060774214216507982 0.0015833032084628942 0.0025217677466571335 0.0021592099219560628 0.00085274505545385193 0.00073092587990686308 0.0023699469165876512 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 9 8 -8 -7 -5 -2
right_child=1 2 -4 5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00013581650421589622 0.00063628187540749816 0.00097415557955090942 -0.0011820909842314088 0.0022071616547619647 -0.0052449135685346503 5.6985914040139222e-05 0.0019389435760368864 -0.0055854121024754289 0.0061700963204742209 -0.0035866048661064949 -0.0020184242558776988
leaf_weight=5344.1759420633316 1144.9117516279221 1884.7368713617325 458.03861284255981 36.683735132217407 49.58746349811554 67.693523526191711 50.331347346305847 58.504359126091003 54.925929546356201 257.1896938085556 153.22083830833435
leaf_count=2683 513 910 276 21 26 30 19 38 15 165 84
internal_value=0 0.000172167 0.000552585 -0.000303653 0.000118081 -0.0013856 0.000490698 -0.00210575 0.00279528 -0.00286338 0.000322942
internal_weight=0 4215.82 2342.78 1873.05 1347.72 525.329 231.455 108.836 122.619 293.873 1298.13
internal_count=4780 2097 1186 911 623 288 102 57 45 186 597
is_linear=0
shrinkage=0.06


Tree=438
num_leaves=12
num_cat=0
split_feature=3 71 142 108 34 115 1 115 98 54 121
split_gain=0.0621603 0.252574 0.297821 0.271459 0.218645 0.215504 0.21265 0.210012 0.202547 0.312193 0.351756
threshold=0.00096484774257987748 0.072653736919164671 0.0037758676335215573 0.044033329933881767 0.04273676127195359 0.024810968898236755 0.0044099434744566688 0.0016846025246195497 0.015675474889576439 0.0035485138650983576 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 8 -1 -7 -6 -2 -10 -11
right_child=1 2 -4 -5 7 6 -8 -9 9 10 -12
leaf_value=-6.3025717464571736e-05 0.00040443076925671307 -0.00050378627164522172 0.0046423258861839657 -0.0031062452933443619 0.00040992598165967369 -0.0045370482458445792 0.0011360859262705405 -0.005244172852402443 0.0014676972752190737 -0.0073832725774225687 -0.0001303005522610142
leaf_weight=6204.0776590108871 2731.282759308815 69.584839105606079 96.811996340751648 92.757096409797668 43.845449566841125 75.190718650817871 34.79241955280304 51.342644691467285 63.774757981300354 50.7348952293396 45.804832339286804
leaf_count=2883 1567 34 35 47 19 51 17 40 32 37 18
internal_value=0 0.000213385 0.00249029 9.03564e-05 0.000189629 -0.000109697 -0.00274239 -0.00263979 0.000282771 -0.00178996 -0.00394198
internal_weight=0 3245.94 166.397 3079.54 2986.79 6314.06 109.983 95.1881 2891.6 160.314 96.5397
internal_count=4780 1829 69 1760 1713 2951 68 59 1654 87 55
is_linear=0
shrinkage=0.06


Tree=439
num_leaves=12
num_cat=0
split_feature=65 127 59 69 68 99 148 27 50 101 135
split_gain=0.0623467 0.308055 0.270798 0.266317 0.167247 0.0910091 0.178 0.157163 0.10287 0.272927 0.656394
threshold=0.041476719081401832 0.00087947337306104611 0.00080172589514404546 0.0011261500185355546 0.0017376682371832433 0.11759182065725328 0.0038949446752667431 0.0011980500421486797 0.12767273932695392 0.00055427959887310873 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 8 7 -7 -1 -10 -11
right_child=1 3 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=4.4796037386428801e-05 0.00042606700898828746 -0.001045073944083005 -0.002165323621258184 0.005382425107758256 -0.0074367115763793023 0.0052241581224246863 -0.00076012164797842655 0.0007047470548067153 -0.0032206138155114416 -0.0045042155259263222 0.0014854595585345068
leaf_weight=8639.8582320213318 59.924059629440308 54.045911312103271 43.033498525619507 40.670567870140076 43.641247987747192 53.574296236038208 85.123766899108887 57.356927394866943 128.76501488685608 87.486697554588318 266.51984786987305
leaf_count=4336 29 32 31 14 34 19 36 27 70 53 99
internal_value=0 -0.000952169 -0.00267531 0.00171485 -0.0048195 2.46572e-05 0.00130371 0.0028874 -2.83092e-06 -0.000855181 5.21322e-06
internal_weight=0 241.315 146.599 94.7165 86.6747 9318.68 196.055 110.931 9122.63 482.772 354.007
internal_count=4780 140 94 46 65 4640 82 46 4558 222 152
is_linear=0
shrinkage=0.06


Tree=440
num_leaves=12
num_cat=0
split_feature=14 149 75 47 60 21 43 146 114 96 23
split_gain=0.0556569 0.341859 0.332236 0.355392 0.372617 0.452517 0.435566 0.335984 0.386903 0.295942 0.283738
threshold=0.00070876078098081063 0.0030382014811038975 0.0023699469165876512 0.0084566329605877417 0.0070226341485977182 0.00040826165059115743 0.024810968898236755 0.0051502294372767219 0.00040826165059115743 0.0054799309000372895 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 9 10 -9 -3 -5
right_child=1 2 -4 7 5 -7 -8 8 -10 -11 -12
leaf_value=0.00015899733060983161 0.00022292575859754932 -0.0063036652571545337 2.433416529589717e-05 -0.0019962032079293272 0.0055885776554465373 -0.0027882608021825681 0.0015461788806049525 -0.00039190836701281662 -0.0060556358434916586 -0.0021591677127250119 0.0018385851046215382
leaf_weight=4333.2606686353683 3406.2537565231323 173.48562741279602 899.80412459373474 101.20237696170807 36.751802325248718 63.030874133110046 45.129015684127808 112.28285694122314 70.80033802986145 96.539727568626404 221.45889937877655
leaf_count=1951 1916 120 461 46 16 39 20 42 40 55 74
internal_value=0 -0.000131818 -0.000795567 -0.00159688 -0.00289832 0.000297083 -0.00391003 -0.000529111 -0.00258214 -0.00482192 0.000635808
internal_weight=0 5226.74 1820.49 920.682 414.937 99.7827 315.154 505.744 183.083 270.025 322.661
internal_count=4780 2829 913 452 250 55 195 202 82 175 120
is_linear=0
shrinkage=0.06


Tree=441
num_leaves=12
num_cat=0
split_feature=133 59 39 8 69 69 102 140 99 86 44
split_gain=0.0573055 0.361195 0.243243 0.0777739 0.448461 0.401769 0.631144 0.271894 0.356704 0.349643 0.58922
threshold=0.044033329933881767 0.0063990866765379914 0.0087224207818508166 0.0044099434744566688 0.00046126570669002836 0.00039601318712811922 0.0025217677466571335 0.021960759535431865 0.0035485138650983576 0.0005375427135732026 0.032603342086076743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 8 -6 10 -10
right_child=1 -3 -4 4 7 6 -8 -9 9 -11 -12
leaf_value=-0.00011531335721327236 -0.0041108540257257676 0.0031648538686810277 0.0018637268226677063 0.00088920684874413164 0.00079160096114560109 0.0089479042638459291 -0.00059191484741700942 -0.0016285945516849097 -0.0032003547801544101 0.0002304129552016291 0.0023873568656301611
leaf_weight=5784.7308101654053 102.75335657596588 52.898479580879211 32.225287318229675 977.36262917518616 1140.7158620357513 58.100811243057251 43.777382373809814 402.50978910923004 336.50337958335876 543.29851412773132 85.123766899108887
leaf_count=2814 75 21 15 481 583 20 24 210 199 302 36
internal_value=0 -0.00103753 -0.00268446 2.07988e-05 0.000240282 0.00126297 0.00484861 -0.000199773 7.33579e-05 -0.000775735 -0.00207223
internal_weight=0 187.877 134.979 9372.12 3587.39 1079.24 101.878 2508.15 2105.64 964.926 421.627
internal_count=4780 111 90 4669 1855 525 44 1330 1120 537 235
is_linear=0
shrinkage=0.06


Tree=442
num_leaves=12
num_cat=0
split_feature=105 106 97 118 106 46 77 53 118 15 114
split_gain=0.0585848 0.211435 0.275161 0.24912 0.448972 0.511436 0.291804 0.392732 0.281909 0.280437 0.248368
threshold=0.00017767510871635753 0.044033329933881767 0.00038414125447161501 0.01884530205279589 0.0011980500421486797 0.096724390983581557 0.0063990866765379914 0.00070876078098081063 0.0023699469165876512 0.0051502294372767219 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -6 -1 -9 -4
right_child=-2 -3 10 -5 6 -7 -8 9 -10 -11 -12
leaf_value=-0.0021582768704367849 -7.9421887359049938e-05 -0.0012746927107970425 -0.0026600212860687904 -0.0034109969496639698 0.0050368286762526825 0.0060107565485090411 0.0041974393623658724 -0.0019291718909683808 0.0033847909297131076 0.0013267492217153573 0.00028827411306744249
leaf_weight=285.02460050582886 7434.3417488336563 274.96512842178345 162.81355059146881 46.276447415351868 90.326098561286926 36.144052863121033 145.85977756977081 111.40283870697021 37.359551787376404 656.13561916351318 279.35065376758575
leaf_count=169 3844 98 94 31 35 13 53 59 19 208 157
internal_value=0 0.000277772 0.000508429 0.000918336 0.00106541 -0.000757136 0.00171641 0.00129457 -0.00151592 0.000854175 -0.000797346
internal_weight=0 2125.66 1850.69 1408.53 1362.25 358.528 1003.72 857.865 322.384 767.538 442.164
internal_count=4780 936 838 587 556 201 355 302 188 267 251
is_linear=0
shrinkage=0.06


Tree=443
num_leaves=12
num_cat=0
split_feature=150 81 121 140 127 4 36 88 87 150 11
split_gain=0.0597839 0.24425 0.249401 0.262264 0.299727 0.243192 0.257905 0.436719 0.297839 0.282225 0.314036
threshold=0.0053125319536775359 0.0015833032084628942 0.007706565549597145 0.021960759535431865 0.00052132029668428015 0.0013986918493174019 0.00047558375808876013 0.00080172589514404546 0.0020292587578296666 0.0060143163427710542 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 9 -8 -3 -11
right_child=1 5 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=-9.7220227349547412e-05 -0.0005665528871225061 0.0063417726207590759 0.00068471588358424507 -0.0020575994924188555 -0.0081671102318858161 -0.00012048770221821089 -0.0016845159955683471 -0.00091771891511180934 0.0018364293973598465 2.3591832728609621e-05 0.0030606830951519473
leaf_weight=6733.1500364542007 212.87748444080353 61.411827325820923 224.49764668941498 93.637114644050598 41.817999601364136 1109.1031794548035 207.26674962043762 174.56984722614288 148.42690980434418 183.28739655017853 369.95387637615204
leaf_count=3563 85 15 89 30 25 523 116 88 55 67 124
internal_value=0 0.000231565 -0.00087476 -0.00187983 -0.00394374 0.000512723 0.00112613 0.00173068 -0.000215266 0.00248286 0.0020545
internal_weight=0 2826.85 572.83 348.333 135.455 2254.02 1144.92 789.223 355.694 614.653 553.241
internal_count=4780 1217 229 140 55 988 465 294 171 206 191
is_linear=0
shrinkage=0.06


Tree=444
num_leaves=12
num_cat=0
split_feature=109 23 54 138 127 106 149 106 78 94 24
split_gain=0.0617997 0.242548 0.322111 0.238376 0.41775 0.229608 0.183991 0.143441 0.189328 0.396623 0.170639
threshold=0.0013146653072908523 0.0072436286136507997 0.004017772153019906 0.00064626874518580746 0.0011261500185355546 0.013439828064292671 0.0016331639490090313 0.013439828064292671 0.00017767510871635753 0.0005375427135732026 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -4 -3 8 9 -1 -10
right_child=-2 3 5 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.005039528951303213 -5.8825397941748422e-05 0.0028044966752938235 -0.0012210530473163203 -0.00085579962788166135 0.0066541328313564907 -0.0064740435264880559 -0.0019453616961822306 0.0041241724600092787 0.0019102225415014362 0.0019092030036489795 -0.00013747208319240135
leaf_weight=64.246373057365417 8322.4819203615189 74.85523796081543 178.216343998909 77.15010142326355 73.639739036560059 36.007918477058411 48.303897380828857 38.0353684425354 265.70304155349731 54.789795160293579 326.57033133506775
leaf_count=45 4066 28 106 50 22 23 25 17 159 25 214
internal_value=0 0.000395609 -5.22775e-05 0.00197097 0.00307914 -0.002104 0.000941568 0.000534274 0.000342314 -0.00184118 0.000781156
internal_weight=0 1237.52 963.569 273.949 196.799 214.224 123.159 749.345 711.31 119.036 592.273
internal_count=4780 714 589 125 75 129 53 460 443 70 373
is_linear=0
shrinkage=0.06


Tree=445
num_leaves=12
num_cat=0
split_feature=43 19 19 66 24 8 59 32 17 31 42
split_gain=0.0584463 0.159687 0.417916 0.31489 0.329427 0.317274 0.374282 0.313903 0.238701 0.250462 0.236514
threshold=0.0081988852471113222 0.0019672545604407792 0.0026012937305495147 0.00082683752407319855 0.0049928687512874612 0.0084566329605877417 0.0012357163941487672 0.0012357163941487672 0.0025217677466571335 0.0014427106943912806 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -7 9 -8 -10
right_child=1 2 3 4 -6 7 8 -9 10 -11 -12
leaf_value=-7.0224712510786087e-05 0.00096496370464639472 -0.0039374109686099194 -0.002644329648463829 -0.0056307266505742186 0.00058082402570352478 -0.004760566594950456 0.00334428228792186 0.0004721335695580913 -0.0032558218113908975 -0.00078964801968281798 0.001829157133269738
leaf_weight=7810.0279285907745 763.41549074649811 96.675861954689026 74.719103574752808 63.030874133110046 59.992126822471619 68.233205795288086 320.29834568500519 104.44532585144043 55.937226891517639 63.167008519172668 80.057569622993469
leaf_count=4071 284 45 38 39 24 38 103 46 36 29 27
internal_value=0 0.000313409 -0.000190776 0.000216255 -0.00260167 0.00066832 0.00132624 -0.00159555 0.00189736 0.00266331 -0.000262391
internal_weight=0 1749.97 986.557 889.881 123.023 766.858 594.179 172.679 519.46 383.465 135.995
internal_count=4780 709 425 380 63 317 233 84 195 132 63
is_linear=0
shrinkage=0.06


Tree=446
num_leaves=12
num_cat=0
split_feature=49 4 122 88 0 44 68 106 60 55 2
split_gain=0.0629284 0.190539 0.183789 0.351255 0.225563 0.138719 0.144877 0.140399 0.108405 0.0929991 0.0888032
threshold=0.0012745757703669371 0.0005375427135732026 0.00017767510871635753 0.0062037324532866487 0.0023699469165876512 0.011519505176693203 0.0035485138650983576 0.0063990866765379914 0.0033348383149132137 0.0005893622583243997 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 6 -3 -7 -8 -4 -1
right_child=1 5 9 -5 -6 7 8 -9 -10 -11 -12
leaf_value=5.6738870739333526e-05 0.0071821077889262681 -0.00095063420657699846 -0.0028463066732535664 1.7960865817536601e-05 0.0018901512609082721 -0.0042772099916752494 0.00033660667246833339 0.00041691074299429163 0.0031695737427950769 0.0015668364701828979 -0.00040081907871116027
leaf_weight=6815.3031232357025 65.194458484649658 182.40252304077148 39.790549635887146 102.21367430686951 52.222662925720215 53.909776926040649 134.77929759025574 39.926684021949768 76.070736885070801 30.265904545783997 1967.9206765890121
leaf_count=3579 23 132 31 67 23 42 57 21 34 16 755
internal_value=0 0.000517636 0.00173616 0.0025897 0.00482845 -0.000207059 0.000287554 -0.0022799 0.00135869 -0.000939733 -4.5779e-05
internal_weight=0 776.776 289.687 219.631 117.417 487.089 393.253 93.8365 210.85 70.0565 8783.22
internal_count=4780 446 160 113 46 286 223 63 91 47 4334
is_linear=0
shrinkage=0.06


Tree=447
num_leaves=12
num_cat=0
split_feature=1 136 125 5 117 68 77 99 125 124 83
split_gain=0.0623852 0.250226 0.18441 0.278916 0.406364 0.614421 0.310334 0.281041 0.510418 0.454352 0.434877
threshold=0.0037758676335215573 0.013032016810029747 0.012252715881913902 0.00038414125447161501 0.0042751494329422721 0.024810968898236755 0.00057154725072905432 0.0030382014811038975 0.00042089859198313212 0.00017767510871635753 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -5 -10
right_child=1 -3 -4 7 -6 -7 -8 8 10 -11 -12
leaf_value=-8.778791706733939e-05 -0.0055740600230623355 0.0040495649447858523 0.0014244021703476773 -0.0018438357323178934 -0.0017965565922601243 0.0065866673909762575 0.0005124453877065518 0.0041796434613390575 0.00011727487219111171 0.0023175886084461049 -0.0039560042978658916
leaf_weight=7198.5107744932175 35.332101821899414 61.343760132789612 354.94977557659149 118.49648594856262 572.34891974925995 56.209495663642883 205.91511631011963 72.356172919273376 275.56802260875702 465.47745132446289 143.49199163913727
leaf_count=3587 25 20 178 62 312 16 120 21 149 206 84
internal_value=0 0.000267603 0.00016674 -6.27518e-05 -0.000861626 0.000937314 -0.00037896 0.0005834 -0.000473966 0.00147318 -0.00127747
internal_weight=0 2361.49 2300.15 1945.2 869.806 297.457 241.247 1075.39 491.416 583.974 419.06
internal_count=4780 1193 1173 995 473 161 145 522 254 268 233
is_linear=0
shrinkage=0.06


Tree=448
num_leaves=12
num_cat=0
split_feature=29 26 12 100 116 71 93 8 141 115 82
split_gain=0.0573698 0.21384 0.194961 0.194282 0.267434 0.217354 0.167265 0.146061 0.155785 0.276307 0.136157
threshold=0.0010585968848317864 0.00055427959887310873 0.0038949446752667431 0.00085274505545385193 0.010829726699739696 0.037906534969806678 0.0070226341485977182 0.000490355829242617 0.0066005610860884198 0.00244467705488205 0.024066280573606495
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -5 -9 -10 -7
right_child=-2 2 -4 5 -6 10 -8 8 9 -11 -12
leaf_value=0.00045628892210042543 -6.0603718540678816e-05 0.00084835942678336226 0.0053503571802484039 0.0025503102113456815 0.0052338594953657393 -0.005937560718355734 -0.0035107835704242763 -0.0010562570539798606 0.0060185900259580255 -0.0012562552458953698 -0.00088992763416194972
leaf_weight=645.44412124156952 8170.8801288604736 94.108729720115662 54.789795160293579 74.179421305656433 45.129015684127808 43.033498525619507 50.802962422370911 270.90537321567535 34.184670090675354 41.749932408332825 34.79241955280304
leaf_count=374 4006 43 25 30 20 31 32 158 14 30 17
internal_value=0 0.000356474 0.00250495 9.8533e-05 0.000768504 -0.000743212 -0.000258632 0.000133794 -0.000383032 0.00201878 -0.00368099
internal_weight=0 1389.12 148.899 1240.22 690.573 549.648 471.822 421.019 346.84 75.9346 77.8259
internal_count=4780 774 68 706 394 312 264 232 202 44 48
is_linear=0
shrinkage=0.06


Tree=449
num_leaves=12
num_cat=0
split_feature=104 104 115 32 28 92 60 76 59 106 62
split_gain=0.0622874 0.238839 0.371804 0.316723 0.241241 0.214195 0.226624 0.357961 0.204571 0.290267 0.289025
threshold=0.015200819820165636 0.01884530205279589 0.0033348383149132137 0.0010918468469753864 0.0012357163941487672 0.00017767510871635753 0.00073092587990686308 0.0011615398107096555 0.0044099434744566688 0.024810968898236755 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -3 -8 -7 10 -10
right_child=1 5 3 -5 -6 8 7 -9 9 -11 -12
leaf_value=-7.6391378796822286e-05 0.0016905743029697609 -0.00045452376065585495 -0.0051694860527810981 0.0014763530831837252 0.0056181918843831048 0.0011413808561334187 -0.0075626013700525662 0.00039369270110886081 -0.004398253091438627 0.0026620494382169307 -2.0414799393814796e-05
leaf_weight=7655.3728239536285 205.38028931617737 508.31645882129669 45.668697953224182 59.384377360343933 77.558504581451416 634.31499516963959 43.709315180778503 38.103435635566711 92.081279754638672 67.829657912254333 132.28023254871368
leaf_count=4140 64 156 28 21 20 191 29 12 49 20 50
internal_value=0 0.000307044 0.00163544 -0.00141273 0.0027672 -3.27919e-05 -0.000926233 -0.00385704 0.000536277 -0.000777338 -0.00181714
internal_weight=0 1904.63 387.992 105.053 282.939 1516.64 590.129 81.8128 926.506 292.191 224.362
internal_count=4780 640 133 49 84 507 197 41 310 119 99
is_linear=0
shrinkage=0.06


Tree=450
num_leaves=12
num_cat=0
split_feature=110 46 112 142 112 143 141 10 55 145 133
split_gain=0.0566707 0.426973 0.301305 0.0882475 0.176133 0.226933 0.200502 0.29745 0.241298 0.202724 0.169071
threshold=0.13479631394147876 0.0010918468469753864 0.015923793427646164 0.0049928687512874612 0.12767273932695392 0.0063990866765379914 0.0005893622583243997 0.022641776129603389 0.0005893622583243997 0.021960759535431865 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 10 -7 8 9 -8 -1
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.00036540095396601685 0.0032868534246561008 -0.005797903437175676 0.001464702145916631 0.00018729761433388008 -0.0032866252631953896 -0.0038138535693355946 -0.0029754043308098345 0.0023636943817589751 0.0017414334728297189 0.0020041200840630376 -0.00035692898674457695
leaf_weight=2225.3729286193848 119.44457137584686 43.033498525619507 39.387001752853394 4097.8673224449158 65.058324098587036 95.863910913467407 238.47588431835175 86.47540020942688 63.706690788269043 33.576920628547668 2451.7376145124435
leaf_count=996 40 31 13 2043 33 57 158 32 37 11 1329
internal_value=0 0.000994639 -0.00232726 -2.14554e-05 -0.000184079 -0.000145226 -0.00133669 -0.000774279 -0.00158247 -0.00236083 -1.32438e-05
internal_weight=0 201.865 82.4205 9358.13 5260.27 5195.21 518.099 422.235 335.759 272.053 4677.11
internal_count=4780 84 44 4696 2653 2620 295 238 206 169 2325
is_linear=0
shrinkage=0.06


Tree=451
num_leaves=12
num_cat=0
split_feature=1 24 46 69 93 54 88 39 39 73 40
split_gain=0.0563355 0.198894 0.29274 0.246165 0.311171 0.297333 0.22265 0.27055 0.517888 0.377436 0.307272
threshold=0.0037758676335215573 0.00087947337306104611 0.059226244688034065 0.0026012937305495147 0.0084566329605877417 0.011880517937242987 0.0012745757703669371 0.0031340263085439806 0.0019071503775194289 0.0044099434744566688 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 8 9 -3 -9
right_child=1 6 -4 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-8.3422858726653969e-05 -0.0014991967088047358 0.00022156588646521356 -0.0048132256835791871 -0.0034247577261864175 0.0043648941070240505 0.0030290709668545157 -0.00028124202176969414 0.0031023306305570119 -0.00387990523924722 0.0046534481181256067 0.00012784402800598477
leaf_weight=7198.5107744932175 220.03434360027313 425.07915222644806 58.504359126091003 74.043286919593811 58.776627898216248 68.437407374382019 736.78151714801788 346.37321591377258 95.188094258308411 82.624701857566833 195.64658737182617
leaf_count=3587 131 172 38 40 18 23 430 141 59 29 112
internal_value=0 0.000254297 -0.000836177 -0.000283888 0.000385836 -0.000424905 0.000532347 0.00105591 0.000181379 0.000942819 0.00202866
internal_weight=0 2361.49 479.796 421.292 347.248 288.472 1881.69 1144.91 602.892 507.704 542.02
internal_count=4780 1193 250 212 172 154 943 513 260 201 253
is_linear=0
shrinkage=0.06


Tree=452
num_leaves=12
num_cat=0
split_feature=123 82 65 125 37 140 55 3 82 59 88
split_gain=0.0577779 0.277849 0.327695 0.264461 0.241511 0.234719 0.228783 0.314484 0.269048 0.31726 0.411015
threshold=0.0012745757703669371 0.0026012937305495147 0.0011261500185355546 0.00062670491752214741 0.00038414125447161501 0.0045489775948226461 0.000490355829242617 0.0070226341485977182 0.0020292587578296666 0.0044099434744566688 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -4 -3 7 8 9 10 -2
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-7.0917908138798616e-05 0.0032835509718527113 -0.0020074881434561714 0.0043460950834490206 -0.0011276488144004563 -0.00029985933597708912 -0.0086264014645360369 -0.00014268491724499726 0.0058932180609486615 0.0040942554915996219 -0.0010807696630609456 -0.00097459573390254895
leaf_weight=7765.0593236684799 229.16029608249664 38.575050711631775 51.614913463592529 182.74285900592804 183.41867566108704 38.575050711631775 563.42716884613037 53.506229043006897 94.176796913146973 233.00613915920258 126.73756492137909
leaf_count=3801 80 25 20 107 105 25 348 24 38 131 76
internal_value=0 0.000306797 -0.000903061 -0.00237126 0.000720423 -0.00531694 0.0007674 0.00146354 0.00111656 0.000640369 0.0017672
internal_weight=0 1794.94 494.927 259.893 235.034 77.1501 1300.01 736.587 683.081 588.904 355.898
internal_count=4780 979 282 157 125 50 697 349 325 287 156
is_linear=0
shrinkage=0.06


Tree=453
num_leaves=12
num_cat=0
split_feature=137 89 102 28 29 127 126 29 71 47 84
split_gain=0.0585849 0.242699 0.23881 0.215281 0.275136 0.275077 0.359887 0.350551 0.341502 0.322107 0.295628
threshold=0.00017767510871635753 0.00047558375808876013 0.0022272822679951791 0.002945306478068233 0.013439828064292671 0.024066280573606495 0.0010918468469753864 0.007706565549597145 0.072653736919164671 0.016164712607860569 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 8 -7 -2 -10 -8
right_child=1 2 -4 4 -6 7 10 -9 9 -11 -12
leaf_value=0.00012196053942756432 -0.0013909939416785707 -0.00072912802106915185 0.0008796397344442516 -0.00036287630178162929 0.0030667630455047585 0.0037912504731397751 0.001155432986000479 -0.00079074333592094568 -0.002888480877920574 -0.0098558246758954169 -0.0017074700940725377
leaf_weight=5710.0846290588379 950.3980301618576 476.54822075366974 1096.4620093107224 272.12087213993073 121.94363641738892 98.635244727134705 353.87526631355286 153.89665496349335 88.162514209747314 32.76496958732605 205.10802054405212
leaf_count=2723 556 298 594 164 47 44 114 82 51 23 84
internal_value=0 -0.000180888 0.000392259 -0.00057685 0.000698429 -0.000843756 -0.00112918 0.000998916 -0.00177311 -0.00477626 0.000104947
internal_weight=0 3849.92 1573.01 2276.91 394.065 1882.84 1630.31 252.532 1071.33 120.927 558.983
internal_count=4780 2057 892 1165 211 954 828 126 630 74 198
is_linear=0
shrinkage=0.06


Tree=454
num_leaves=12
num_cat=0
split_feature=43 25 96 143 105 125 87 86 143 50 79
split_gain=0.0546123 0.159106 0.366424 0.181599 0.2912 0.286348 0.368966 0.314774 0.324302 0.27793 0.269815
threshold=0.0081988852471113222 0.0045489775948226461 0.0048403022810816774 0.0034400182776153092 0.00099512818269431613 0.0015833032084628942 0.004017772153019906 0.00080172589514404546 0.010180860292166473 0.05109804309904576 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -5 10 -7
right_child=1 2 -4 5 -6 9 -8 -9 -10 -11 -12
leaf_value=-6.7882356492019415e-05 0.00078322822123171488 -0.0055861772713015649 0.0014661101974792485 0.0011159500489146929 -0.0015369993676387025 0.0064822648829000054 0.0030420264952038855 -0.0041673694271771883 -0.0033350862726502254 -0.001300174890597599 0.0021192317607061765
leaf_weight=7810.0279285907745 458.79220724105835 51.410711884498596 54.789795160293579 269.83086395263672 338.33148324489594 72.963922381401062 129.91730189323425 74.043286919593811 75.394920229911804 54.789795160293579 169.7078515291214
leaf_count=4071 173 35 25 94 160 24 33 40 36 25 64
internal_value=0 0.000302955 -0.00194784 0.000448374 -0.00020157 0.0010603 0.000248213 -0.000617495 0.000143875 0.00255961 0.00343106
internal_weight=0 1749.97 106.201 1643.77 797.124 846.648 549.186 419.269 345.226 297.462 242.672
internal_count=4780 709 60 649 333 316 203 170 130 113 88
is_linear=0
shrinkage=0.06


Tree=455
num_leaves=12
num_cat=0
split_feature=49 145 109 89 123 51 36 87 96 58 29
split_gain=0.0534657 0.143681 0.16953 0.289703 0.160335 0.155651 0.154934 0.132996 0.250217 0.0863791 0.315856
threshold=0.0012745757703669371 0.004017772153019906 0.0034400182776153092 0.00017767510871635753 0.0060143163427710542 0.0034400182776153092 0.00096484774257987748 0.000490355829242617 0.0016331639490090313 0.0015349716995842757 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 7 -4 -7 -3 -9 10 -1
right_child=1 4 5 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-0.0002274783879379899 0.0043046908908024569 -0.0012265259279238792 -0.0029802096561165172 -0.00025433636949985554 0.0045617148457210502 0.0026967901756727269 -0.0016532238589188079 0.0044065446017965337 -0.00042304326411546594 -0.00016720663774292462 0.0011433895615559524
leaf_weight=1770.4800658226013 67.085774064064026 73.435537457466125 108.56343770027161 199.08888256549835 52.222662925720215 50.263280153274536 71.271953105926514 73.639739036560059 81.205001354217529 6093.5451279878616 919.19860601425171
leaf_count=1013 27 37 77 145 23 24 53 22 38 2903 418
internal_value=0 0.000477132 -0.000136362 0.000894706 0.00156254 -0.00132909 0.00014581 0.000876436 0.00187377 -4.21969e-05 0.000241016
internal_weight=0 776.776 496.273 266.175 280.503 230.099 121.535 228.28 154.845 8783.22 2689.68
internal_count=4780 446 326 172 120 154 77 97 60 4334 1431
is_linear=0
shrinkage=0.06


Tree=456
num_leaves=12
num_cat=0
split_feature=109 51 10 135 92 36 58 149 71 98 9
split_gain=0.0571103 0.229816 0.385754 0.341363 0.58494 0.476979 0.416625 0.397459 0.366645 0.390186 0.350133
threshold=0.0058306583669036635 0.00066645268816500913 0.10522961243987085 0.0020932231564074759 0.00043393640953581786 0.00037263428384903824 0.001792412775103003 0.028020657598972324 0.012636432424187662 0.049604203552007682 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 10 -2 -8 -6 -10 -5
right_child=1 -3 -4 5 8 -7 7 -9 9 -11 -12
leaf_value=0.00016231866715836211 -0.00090328060811407278 6.8442663446701649e-05 -0.0048714026328284697 8.4015622964355043e-05 0.0012589194168393923 -0.0036363257713290941 -0.008147869290211926 -0.00063013885400601123 -0.0038851437214412624 0.0021697842737370397 0.0047052883019960499
leaf_weight=4296.4019569158554 99.174926996231079 4187.8676508665085 81.948885202407837 121.26781976222992 282.3942563533783 60.531809091567993 92.484827637672424 34.860486745834351 134.50702881813049 53.574296236038208 114.98612356185913
leaf_count=2324 52 1959 31 49 124 32 67 12 77 19 34
internal_value=0 -0.000132492 -0.000914741 -0.000588468 -0.00131411 0.00111568 -0.0038191 -0.00608991 -0.000108024 -0.00216042 0.00233322
internal_weight=0 5263.6 1075.73 993.782 696.996 296.786 226.52 127.345 470.476 188.081 236.254
internal_count=4780 2456 497 466 351 115 131 79 220 96 83
is_linear=0
shrinkage=0.06


Tree=457
num_leaves=12
num_cat=0
split_feature=99 110 107 148 150 21 81 23 150 114 54
split_gain=0.0550112 0.145969 0.245367 0.179137 0.0685368 0.228814 0.27548 0.347328 0.225963 0.286919 0.368367
threshold=0.11759182065725328 0.00057154725072905432 0.00087947337306104611 0.0028552538715302949 0.0053125319536775359 0.00040826165059115743 0.0015833032084628942 0.059226244688034065 0.0022272822679951791 0.00082683752407319855 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 -6 7 -7 -1 10 -10
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.00012160185521051786 -0.0019723533986837714 -0.0024564319181445428 0.0048477682368801003 0.0005859260251849409 0.0039975882926047441 -0.00040911470406079629 0.00045101780876610672 -0.0045912936519272437 -0.0031921671417947128 -1.432119127497238e-05 -0.00063500079082529342
leaf_weight=4351.0556176900864 51.410711884498596 38.643117904663086 76.206871271133423 66.47802460193634 56.749177932739258 463.79033732414246 2176.5974161624908 84.516017436981201 288.67109727859497 1224.1476596593857 681.7340190410614
leaf_count=2359 35 20 24 24 24 187 958 33 187 648 281
internal_value=0 0.000911151 0.00158161 0.00286214 -2.27355e-05 0.000226758 0.000148226 -0.00105376 -0.000128762 -0.000625148 -0.00139569
internal_weight=0 232.739 194.096 142.685 9327.26 2781.65 2724.9 548.306 6545.61 2194.55 970.405
internal_count=4780 103 83 48 4677 1202 1178 220 3475 1116 468
is_linear=0
shrinkage=0.06


Tree=458
num_leaves=12
num_cat=0
split_feature=117 103 105 105 25 52 29 142 47 0 51
split_gain=0.0534457 0.168649 0.268825 0.248471 0.194475 0.245211 0.376463 0.279549 0.198574 0.192974 0.187803
threshold=0.00062670491752214741 0.00066645268816500913 0.0060143163427710542 0.0036604277556762104 0.0068083447404205808 0.016164712607860569 0.0068083447404205808 0.0049928687512874612 0.011519505176693203 0.00017767510871635753 0.0013560238294303419
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -6 -1 -11
right_child=-2 -3 -4 -5 8 -7 -8 -9 -10 10 -12
leaf_value=0.0029053289363023312 -4.8314616363911216e-05 -0.0034414033573424438 0.0040301066251027433 -0.0040311856978448354 -7.1512045060784357e-05 0.0052786021787819219 -0.0040153859097258734 0.0060856173289823654 -0.0044192172274812661 -0.0012025899271242461 0.0018943652453652653
leaf_weight=119.37650418281555 8566.4275498390198 39.18280017375946 74.719103574752808 45.600630760192871 235.3010026216507 47.764215111732483 52.762345194816589 40.670567870140076 45.060948491096497 175.17759668827057 117.95680367946625
leaf_count=45 4251 28 38 33 153 17 31 14 25 91 54
internal_value=0 0.000416561 0.000574951 0.000281471 0.000517254 0.00116918 0.000781231 0.00133968 -0.000770293 0.00087177 4.36198e-05
internal_weight=0 993.573 954.39 879.671 834.07 553.708 505.944 453.181 280.362 412.511 293.134
internal_count=4780 529 501 463 430 252 235 204 178 190 145
is_linear=0
shrinkage=0.06


Tree=459
num_leaves=12
num_cat=0
split_feature=147 128 140 116 73 8 32 58 9 21 78
split_gain=0.0568322 0.384779 0.292888 0.424347 0.28458 0.293025 0.693578 0.481595 0.45407 0.357009 0.318806
threshold=0.00017767510871635753 0.00017767510871635753 0.016164712607860569 0.0038949446752667431 0.00073092587990686308 0.0044099434744566688 0.00017767510871635753 0.00244467705488205 0.0005375427135732026 0.0068083447404205808 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 10 -7 9 -8 -1
right_child=-2 2 3 -5 -6 7 8 -9 -10 -11 -12
leaf_value=-0.00011396027393365575 -7.9879284628233538e-05 -0.00022654293958184192 -0.0078665224954953452 -0.00083135681739063684 0.0036750887194006848 0.0043690425905871756 -0.0062508387902733397 0.00042530587512506747 -4.3400794197552808e-06 -0.00024223498687837318 0.0022071916397496953
leaf_weight=564.52109920978546 7364.3485065698624 207.47095119953156 54.721727967262268 70.80033802986145 102.62207746505737 158.69543874263763 125.31786441802979 374.61167049407959 145.04782652854919 49.723597884178162 342.11896967887878
leaf_count=220 3840 101 30 40 37 63 85 163 65 16 120
internal_value=0 0.00026792 -0.00161064 -0.00389836 0.000603755 0.000424676 -8.57784e-05 0.00159884 -0.00248686 -0.00454399 0.000761922
internal_weight=0 2195.65 332.993 125.522 1862.66 1760.04 1226.73 533.307 320.089 175.041 906.64
internal_count=4780 940 171 70 769 732 506 226 166 101 340
is_linear=0
shrinkage=0.06


Tree=460
num_leaves=12
num_cat=0
split_feature=7 39 18 129 67 72 146 42 106 9 139
split_gain=0.0515876 0.163932 0.326156 0.217483 0.231251 0.305431 0.271616 0.190307 0.179015 0.150653 0.150222
threshold=0.0072436286136507997 0.013032016810029747 0.00038414125447161501 0.00040826165059115743 0.0010585968848317864 0.0095705352723598498 0.0079489401541650313 0.00017767510871635753 0.0054799309000372895 0.0018488886416889729 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 -4 5 6 9 -3 -7 -5 -1
right_child=-2 2 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=7.451559386444109e-05 0.0004209163246223099 0.00098305998196844871 -0.0030927778683564546 -0.0012803811440979236 -0.0027260096776652613 0.0053559425948975182 -0.0037432746473830556 -0.0040710458731669967 0.00077028251777876394 0.0034129701531008007 -0.0013514340652914228
leaf_weight=7739.0622311830521 944.65116095542908 32.833036780357361 72.015836954116821 43.101565718650818 64.178305864334106 74.179421305656433 58.436291933059692 146.46267175674438 52.222662925720215 57.424994587898254 275.4318882226944
leaf_count=3662 597 18 46 26 50 30 43 104 23 22 159
internal_value=0 -4.61524e-05 -0.00100203 -9.03609e-05 0.000528222 0.0012601 -0.000490302 -0.00314553 0.00346139 0.00140066 2.55104e-05
internal_weight=0 8615.35 600.855 421.559 349.543 285.365 158.963 179.296 126.402 100.527 8014.49
internal_count=4780 4183 362 240 194 144 91 122 53 48 3821
is_linear=0
shrinkage=0.06


Tree=461
num_leaves=12
num_cat=0
split_feature=43 1 32 131 148 59 131 145 47 5 60
split_gain=0.0538505 0.236207 0.345718 0.342494 0.295257 0.23916 0.23694 0.235832 0.205664 0.140191 0.08273
threshold=0.040252277627587325 0.00082683752407319855 0.00017767510871635753 0.00040826165059115743 0.0070226341485977182 0.0014427106943912806 0.0037758676335215573 0.0026833302108570938 0.024066280573606495 0.00096484774257987748 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 -3 -4 8 7 -5 9 -2 -1
right_child=1 3 4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012077371452550451 0.0054173260835558472 0.0045746211819005329 -0.0062383949630775955 0.001175131338940541 -0.00044702362863664226 -0.0018577714551233436 0.0034802767483063223 -0.0048173865546751399 -0.00081793416886968774 0.0012463077965696105 0.00036451314369678495
leaf_weight=7403.2103918790817 65.262525677680969 105.25727689266205 55.329477429389954 49.655530691146851 74.179421305656433 78.705936312675476 48.440031766891479 45.129015684127808 57.424994587898254 52.222662925720215 1525.1828030347824
leaf_count=3701 18 34 33 21 30 31 15 20 22 23 832
internal_value=0 0.000535403 -0.000399036 0.00197618 -0.00292124 0.000888928 6.65568e-05 -0.00167804 0.00212489 0.00356329 -3.78751e-05
internal_weight=0 631.607 383.125 248.482 129.509 253.616 143.225 94.7845 174.91 117.485 8928.39
internal_count=4780 247 157 90 63 94 56 41 63 41 4533
is_linear=0
shrinkage=0.06


Tree=462
num_leaves=12
num_cat=0
split_feature=0 58 35 73 126 26 81 52 76 145 17
split_gain=0.0532151 0.197654 0.248406 0.30376 0.237824 0.191755 0.158355 0.266716 0.385175 0.426025 0.336377
threshold=0.0058306583669036635 0.085140593349933638 0.0019672545604407792 0.00042089859198313212 0.0010918468469753864 0.020658296532928947 0.0031340263085439806 0.0037758676335215573 0.0005375427135732026 0.00093549740267917525 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 -8 9 -9 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=0.00011850680778890988 -0.002592880336565689 -0.0028184291704282443 0.00013899517071166314 0.0055561828951764354 0.0030625938960328505 0.0034283530712744194 0.0001554699302407187 0.00019279090751516995 0.0005405460630157295 -0.0038679971735778389 -0.0011822698330106872
leaf_weight=3645.9839819669724 49.58746349811554 76.610419154167175 3071.1117208003998 69.113224029541016 58.168878436088562 54.85786235332489 1189.6275088787079 293.33374667167664 379.88206934928894 341.56957685947418 330.15361618995667
leaf_count=1696 26 42 1617 21 15 20 611 178 157 208 189
internal_value=0 0.000193867 0.000264918 0.00245141 0.00046005 -0.000103366 -0.000134713 -0.00049897 -0.00107784 -0.00171489 -0.00254796
internal_weight=0 3324.59 3247.98 176.87 107.756 6235.41 6180.55 2534.57 1344.94 965.057 671.723
internal_count=4780 1721 1679 62 41 3059 3039 1343 732 575 397
is_linear=0
shrinkage=0.06


Tree=463
num_leaves=12
num_cat=0
split_feature=121 43 104 24 107 140 58 96 126 56 72
split_gain=0.0541996 0.252054 0.230041 0.318195 0.223571 0.230352 0.21334 0.210876 0.200629 0.193893 0.377577
threshold=0.00017767510871635753 0.00017767510871635753 0.00075379351619631063 0.00087947337306104611 0.020035739988088611 0.011880517937242987 0.00046126570669002836 0.0037758676335215573 0.0022272822679951791 0.00044738779251929378 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 5 -4 8 -7 -3 -1 -11
right_child=1 6 4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.00040205431136070609 0.0068518680693090408 -0.003690931829871832 0.00092049253699981351 0.0010438499814120485 0.0038617718576847773 -0.0056510272323179976 4.7057583777409694e-05 9.1522336850792725e-05 0.0014705163387934445 0.0033858034931985273 2.6206285016301002e-05
leaf_weight=2947.7483838796616 57.424994587898254 102.82142376899719 276.37997364997864 83.096316933631897 65.262525677680969 42.425749063491821 5107.2023912668228 50.331347346305847 36.819869518280029 148.22270822525024 642.26438426971436
leaf_count=1579 22 70 137 42 18 28 2367 19 11 70 417
internal_value=0 0.000114479 0.00130714 0.00341734 0.000624522 5.21841e-05 -1.62059e-05 -0.00253504 -0.00232999 -0.000178285 0.000656158
internal_weight=0 5821.76 574.921 140.521 434.4 369.137 5246.84 92.7571 139.641 3738.24 790.487
internal_count=4780 2714 266 64 202 184 2448 47 81 2066 487
is_linear=0
shrinkage=0.06


Tree=464
num_leaves=12
num_cat=0
split_feature=133 53 98 14 54 10 23 51 34 131 82
split_gain=0.0549538 0.263792 0.337956 0.425814 0.349274 0.232382 0.385516 0.303253 0.299753 0.270842 0.432143
threshold=0.010829726699739696 0.0056525857653468856 0.0084566329605877417 0.00040826165059115743 0.0020292587578296666 0.010500331409275534 0.015675474889576439 0.0030382014811038975 0.011519505176693203 0.001792412775103003 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 7 -7 8 -2 -9 -11
right_child=1 2 3 4 -6 6 -8 9 -10 10 -12
leaf_value=-7.1936868002034585e-05 0.00037567103422669494 0.0018208486090848163 0.0031585580282567386 0.00058424117114328183 -0.0064813344937571776 -0.0046019986698100073 0.0016363988038375717 -0.0022528553766325921 0.0040694022190080684 -0.0018470824356998249 0.0035787858688404021
leaf_weight=7647.5741350650787 421.69521367549896 591.87953555583954 51.007164001464844 43.169632911682129 60.463741898536682 102.1456071138382 54.789795160293579 276.37511837482452 97.351678609848022 117.54840052127838 96.000045299530029
leaf_count=3760 230 259 17 21 37 72 25 185 43 84 47
internal_value=0 0.000287667 0.00116831 -0.00132925 -0.00353809 -0.000276202 -0.00242403 5.78715e-05 0.00106846 -0.00101279 0.0005921
internal_weight=0 1912.43 746.52 154.641 103.633 1165.91 156.935 1008.97 519.047 489.924 213.548
internal_count=4780 1020 334 75 58 686 97 589 273 316 131
is_linear=0
shrinkage=0.06


Tree=465
num_leaves=12
num_cat=0
split_feature=71 92 12 14 148 44 96 112 101 8 71
split_gain=0.0512914 0.487584 0.314663 0.208075 0.260328 0.228469 0.216302 0.152279 0.552425 0.0951907 0.240379
threshold=0.15819545835256579 0.088838413357734694 0.0016846025246195497 0.00082683752407319855 0.0045489775948226461 0.0033348383149132137 0.00017767510871635753 0.00093549740267917525 0.00085274505545385193 0.0013560238294303419 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 6 -5 -2 8 -8 10 -1
right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00011502248200870358 0.0024704624134652474 -0.0050420376613376314 0.0040059426806970987 -0.0050709831261979482 0.0036039317882484235 0.00049142096279697573 0.0036024742751044323 -0.0046918204633013107 -0.0051616772002468494 8.3054923181465228e-05 -0.001833955282066081
leaf_weight=2076.4014812707901 79.381752967834473 51.410711884498596 105.86502635478973 46.952264070510864 103.29789412021637 61.275692939758301 58.776627898216248 37.967301249504089 46.276447415351868 6551.4281853437424 340.96668267250061
leaf_count=981 29 35 37 29 35 25 18 22 31 3381 157
internal_value=0 0.000541306 0.00107307 0.000357542 0.00111492 -0.0019217 -4.11368e-05 -0.00143517 -0.000258182 -3.56817e-05 -0.000357476
internal_weight=0 591.204 539.793 433.928 325.7 108.228 222.402 143.02 105.053 8968.8 2417.37
internal_count=4780 261 226 189 135 54 100 71 49 4519 1138
is_linear=0
shrinkage=0.06


Tree=466
num_leaves=12
num_cat=0
split_feature=147 78 72 110 46 137 110 87 110 91 78
split_gain=0.0513146 0.315841 0.361816 0.303349 0.306637 0.300737 0.288745 0.318765 0.454294 0.558763 0.269317
threshold=0.00017767510871635753 0.0031340263085439806 0.0014881226234138014 0.0012745757703669371 0.0070226341485977182 0.00017767510871635753 0.13479631394147876 0.00062670491752214741 0.00899649551138282 0.00099512818269431613 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 10 7 8 -5 -10 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0011799283632781372 -7.5902742627792817e-05 -0.0032911832654584682 0.00057348750498768927 -4.6608840878564971e-05 -0.0028652492570791269 -0.00063332788014179575 0.0039390281426115994 0.0012428535058704284 -0.011451338237122584 -0.0014557462171447689 0.0037733915355727191
leaf_weight=658.15821385383606 7364.3485065698624 178.28441119194031 170.71914887428284 193.48785829544067 142.2764927148819 246.85795295238495 67.153841257095337 269.15504729747772 32.76496958732605 52.222662925720215 184.57096266746521
leaf_count=250 3840 101 85 80 78 114 22 96 23 23 68
internal_value=0 0.000254582 -0.00140073 0.000567426 -0.000355137 0.00120844 0.000225766 -0.000229577 -0.00165273 -0.00530931 0.00174794
internal_weight=0 2195.65 349.004 1846.65 757.061 1089.59 614.784 547.631 278.475 84.9876 842.729
internal_count=4780 940 186 754 322 432 244 222 126 46 318
is_linear=0
shrinkage=0.06


Tree=467
num_leaves=12
num_cat=0
split_feature=3 73 71 98 68 47 121 51 50 124 147
split_gain=0.0529967 0.171973 0.496426 0.365076 0.371829 0.248886 0.279958 0.279463 0.316992 0.262072 0.237225
threshold=0.00096484774257987748 0.0032328735105693345 0.072653736919164671 0.012636432424187662 0.0068083447404205808 0.00747153488919139 0.00017767510871635753 0.0005375427135732026 0.0010918468469753864 0.0063990866765379914 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 5 -5 9 7 -7 -9 -3 -2
right_child=1 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00010128906611297215 0.0011199660354829063 -0.0014683682642909533 0.005934594958411356 -0.00037834770263990645 -0.0055516814751524115 -0.0031540266816258936 0.0021424064971319609 0.0027080840071857263 -0.0013954067511608326 0.00028131964979225725 -0.001098914016338177
leaf_weight=6314.0607972145081 626.33161914348602 472.96493589878082 65.194458484649658 122.95493376255035 84.311815857887268 86.271198630332947 391.63836598396301 143.15651094913483 128.69694769382477 884.52289974689484 239.89558482170105
leaf_count=2951 301 323 23 68 48 47 151 61 75 583 149
internal_value=0 0.000197029 0.000885472 -8.00179e-05 -0.00248275 0.000156312 0.00103372 -0.000178727 0.000765469 -0.000328292 0.000505463
internal_weight=0 3245.94 931.422 2314.52 207.267 2107.25 749.763 358.125 271.853 1357.49 866.227
internal_count=4780 1829 473 1356 116 1240 334 183 136 906 450
is_linear=0
shrinkage=0.06


Tree=468
num_leaves=12
num_cat=0
split_feature=43 92 46 18 15 18 114 124 5 109 131
split_gain=0.0476587 0.160403 0.190198 0.379036 0.371729 0.265886 0.294347 0.392738 0.372265 0.260389 0.293152
threshold=0.0081988852471113222 0.088838413357734694 0.0070226341485977182 0.00047558375808876013 0.0051502294372767219 0.00052132029668428015 0.0019071503775194289 0.00040826165059115743 0.0014881226234138014 0.011519505176693203 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 -5 -2 7 8 -7 10 -4
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-6.3413627697285436e-05 -9.3643366143252556e-05 0.0032815126161935371 0.00065701594117840024 0.0015436750156426178 -0.0054859512504711215 0.0021005196809720235 -0.0017598591730599623 0.0042857164871091692 -0.0040106673170179309 0.0025889144831359244 -0.0056760972604443585
leaf_weight=7810.0279285907745 886.43849170207977 61.951509594917297 77.422370195388794 37.359551787376404 98.431043148040771 125.86240196228027 73.367470264434814 191.19299483299255 50.195212960243225 107.89247632026672 39.858616828918457
leaf_count=4071 347 23 30 19 59 45 42 58 29 31 26
internal_value=0 0.000283011 0.000172964 -0.00104821 -0.00355192 0.000505128 0.00170974 0.00240288 0.000358179 0.000461647 -0.00149533
internal_weight=0 1749.97 1688.02 360.964 135.791 1327.06 440.618 367.251 176.058 225.173 117.281
internal_count=4780 709 686 165 78 521 174 132 74 87 56
is_linear=0
shrinkage=0.06


Tree=469
num_leaves=12
num_cat=0
split_feature=117 105 125 30 96 32 93 113 42 143 85
split_gain=0.052433 0.216983 0.155899 0.346933 0.177475 0.133689 0.124009 0.242614 0.196532 0.161163 0.1342
threshold=0.00062670491752214741 0.0060143163427710542 0.0066005610860884198 0.00044738779251929378 0.0026833302108570938 0.0058306583669036635 0.00040826165059115743 0.00068727668258361529 0.001792412775103003 0.00057154725072905432 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -3 7 8 -1 -10 -8
right_child=-2 5 3 -5 -6 -7 10 -9 9 -11 -12
leaf_value=-0.00056266270919774156 -4.7854695218915639e-05 0.0055405664937455681 -0.0060328173541974017 1.0160000117485488e-05 0.0039158687403416746 0.00083169943121962867 0.0026721383827604393 -0.0026933790063391246 0.00016682363268009294 0.0041671943104019124 -0.001141190977281383
leaf_weight=234.01743650436401 8566.4275498390198 45.129015684127808 44.317064642906189 149.84175503253937 52.222662925720215 41.817999601364136 126.47015142440796 109.44345593452454 69.720973491668701 75.531054615974426 45.060948491096497
leaf_count=152 4251 20 32 94 23 25 48 60 24 26 25
internal_value=0 0.000412596 0.00013801 -0.00136916 0.000548738 0.00327579 0.000282412 -0.000204746 0.000513384 0.00224702 0.00167038
internal_weight=0 993.573 906.626 194.159 712.467 86.947 660.244 488.713 379.269 145.252 171.531
internal_count=4780 529 484 126 358 45 335 262 202 50 73
is_linear=0
shrinkage=0.06


Tree=470
num_leaves=12
num_cat=0
split_feature=141 103 61 69 144 26 108 110 53 108 80
split_gain=0.0527169 0.280783 0.366454 0.378199 0.35432 0.235488 0.221648 0.283481 0.217351 0.245435 0.226667
threshold=0.00046126570669002836 0.0032328735105693345 0.0037758676335215573 0.00017767510871635753 0.00017767510871635753 0.0013560238294303419 0.0098710241727530974 0.002945306478068233 0.023343417793512348 0.017724351026117805 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 -1 -8 9 10 -5
right_child=-2 5 -4 8 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00080113881094265511 6.2589085127330579e-05 -7.195145737347914e-05 0.00085913211572246869 -0.0014380167539992561 0.0010091800119988229 0.005085078162558195 -0.0075744952314704423 -0.00084693399596631432 -0.0067135403995834363 0.0025893567659828281 -0.0050824867068836738
leaf_weight=233.95422458648682 7984.4032847881317 67.085774064064026 453.11826050281525 157.00346946716309 333.8730354309082 60.736010670661926 46.344514608383179 43.913516759872437 45.060948491096497 33.576920628547668 100.93010818958282
leaf_count=109 4078 27 161 92 154 17 26 14 25 11 66
internal_value=0 -0.000317173 -0.000555167 -0.00119945 -0.000362749 0.00237847 -0.00177556 -0.00430131 -0.00283543 -0.00223596 -0.00286411
internal_weight=0 1575.6 1447.77 994.657 658.085 127.822 324.212 90.258 336.571 291.51 257.934
internal_count=4780 702 658 497 303 44 149 40 194 169 158
is_linear=0
shrinkage=0.06


Tree=471
num_leaves=12
num_cat=0
split_feature=17 21 53 91 134 104 85 96 12 9 78
split_gain=0.0495146 0.319066 0.343871 0.31492 0.288619 0.259062 0.196092 0.291374 0.27261 0.278555 0.263737
threshold=0.0025217677466571335 0.00017767510871635753 0.0081988852471113222 0.0035485138650983576 0.00244467705488205 0.0010918468469753864 0.02129978779703379 0.0048403022810816774 0.010180860292166473 0.0026012937305495147 0.029773407615721229
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 9 10 -3
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.3933014165838503e-05 -0.00074575616892009241 0.00095691360196813917 -0.0063559430690183303 0.0023338239158079825 0.0043729930217143026 -0.0013096909771207548 -0.002906345441316573 0.0034159278963385919 0.0029851522037116999 -0.0023417088690756045 -0.0034747477111892497
leaf_weight=6938.4865349531174 286.10396504402161 1025.7394490242004 45.600630760192871 79.785300850868225 39.994751214981079 588.01912665367126 46.208380222320557 168.35621821880341 174.56984722614288 116.40096879005432 50.7348952293396
leaf_count=3392 185 453 33 47 16 352 36 68 88 73 37
internal_value=0 0.00022215 -0.00151701 0.000474086 -0.000577878 -0.000874385 0.00094474 0.00106061 0.000770629 0.000446548 0.000748047
internal_weight=0 2621.51 331.705 2289.81 707.799 667.804 1582.01 1535.8 1367.45 1192.88 1076.47
internal_count=4780 1388 218 1170 415 399 755 719 651 563 490
is_linear=0
shrinkage=0.06


Tree=472
num_leaves=12
num_cat=0
split_feature=78 81 108 98 114 53 44 140 45 94 102
split_gain=0.0534713 0.193805 0.355567 0.379594 0.279616 0.27145 0.213856 0.237905 0.18309 0.182487 0.400381
threshold=0.0058306583669036635 0.0021592099219560628 0.0022975050378590827 0.0072436286136507997 0.00082683752407319855 0.0033348383149132137 0.00244467705488205 0.013860232196748258 0.0014427106943912806 0.00080172589514404546 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 -6 10 -3
right_child=1 9 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00011583944331346742 0.00073870439878994016 -0.0014085425138617132 -0.0028017593582288776 0.0055864556834839393 0.0023145874156832494 -0.0030090384358594418 0.0045813007441837467 0.0039044943516205969 -0.0033674904817032766 -0.00022484068552560636 0.0022913700974046139
leaf_weight=5736.8498817682266 245.56953155994415 158.15090119838715 50.802962422370911 96.880063533782959 32.833036780357361 97.079409837722778 81.27306854724884 52.290730118751526 53.97784411907196 2639.2695467472076 315.02309155464172
leaf_count=2615 161 103 32 30 18 63 33 18 37 1513 157
internal_value=0 0.000173824 0.00106781 0.0023627 0.00121099 -0.000323107 0.00213605 0.000707353 -0.00121845 -3.03115e-05 0.00105473
internal_weight=0 3823.15 710.707 368.058 271.178 342.649 220.375 139.102 86.8109 3112.44 473.174
internal_count=4780 2165 392 168 138 224 106 73 55 1773 260
is_linear=0
shrinkage=0.06


Tree=473
num_leaves=12
num_cat=0
split_feature=10 112 29 134 145 95 43 24 69 20 70
split_gain=0.0539638 0.149898 0.388883 0.248957 0.239603 0.218892 0.323339 0.149471 0.240823 0.283789 0.273109
threshold=0.0031340263085439806 0.0048403022810816774 0.0020292587578296666 0.00070876078098081063 0.0035485138650983576 0.00087947337306104611 0.010180860292166473 0.031632266007363803 0.0030382014811038975 0.0019071503775194289 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 -2 10 -10
right_child=7 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00029276778306421258 -0.00038825443345218521 0.0033349641184073483 -0.0061872256020427995 0.0019112250334592249 0.0013874490824121006 -0.0079033794079912088 0.0019343086882840658 0.001906338981162528 -0.00016001391097965193 -0.00074364049971513857 0.0017367561464586901
leaf_weight=3269.5782880783081 4294.6175507307053 51.546846270561218 41.074115753173828 36.075985670089722 27.698772311210632 48.775512456893921 30.941721200942993 129.71310031414032 452.50565576553345 487.49742162227631 689.97509801387787
leaf_count=1903 1931 25 32 18 14 38 14 48 206 256 295
internal_value=0 0.000187335 -0.00127265 -0.00255949 -0.00364566 -0.00479981 -0.0026978 -0.000108475 -0.000152587 0.000468343 0.000985497
internal_weight=0 3505.69 236.113 184.566 148.49 120.791 72.0158 6054.31 5924.6 1629.98 1142.48
internal_count=4780 2044 141 116 98 84 46 2736 2688 757 501
is_linear=0
shrinkage=0.06


Tree=474
num_leaves=12
num_cat=0
split_feature=87 109 24 87 95 142 92 109 115 39 80
split_gain=0.0517787 0.210341 0.143734 0.12433 0.266718 0.187956 0.174157 0.272931 0.28166 0.173781 0.136547
threshold=0.052634395658969886 0.01884530205279589 0.0011980500421486797 0.011519505176693203 0.00039601318712811922 0.0056525857653468856 0.00043393640953581786 0.016668972559273246 0.0010263677686452868 0.0012745757703669371 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -6 10 -9 -10 -8
right_child=1 -3 -4 4 6 -7 7 8 9 -11 -12
leaf_value=3.3521786977930685e-05 0.00095900931571953583 0.0028465460817839968 -0.0036232366258756089 -0.0010410847717766322 -0.0035997079713322266 -0.0071545217842352146 -0.0032724670245064015 -0.0017421151456009172 0.0061661478211272993 0.001630876731474029 -0.00020870846506519504
leaf_weight=8815.9109916687012 57.424994587898254 103.36596131324768 43.169632911682129 34.116602897644043 53.506229043006897 38.575050711631775 86.203131437301636 59.992126822471619 46.548716187477112 87.758966326713562 133.42766427993774
leaf_count=4458 22 30 21 19 24 25 52 24 11 33 61
internal_value=0 0.000945738 -0.00100744 -2.0617e-05 -0.000904263 -0.00428528 -0.000378477 3.79115e-05 0.00167595 0.00320272 -0.00141121
internal_weight=0 203.961 100.595 9356.04 540.128 72.6917 467.437 413.931 194.3 134.308 219.631
internal_count=4780 73 43 4707 249 44 205 181 68 44 113
is_linear=0
shrinkage=0.06


Tree=475
num_leaves=12
num_cat=0
split_feature=29 38 52 24 83 43 23 117 105 141 107
split_gain=0.0528647 0.211074 0.213461 0.291058 0.0821858 0.493724 0.191582 0.292527 0.280833 0.241872 0.184397
threshold=0.074787221848964705 0.0011261500185355546 0.010500331409275534 0.001792412775103003 0.11759182065725328 0.00075379351619631063 0.059226244688034065 0.0031340263085439806 0.00052132029668428015 0.0044099434744566688 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 10 -1 -8 -9 -10 -6
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 -12
leaf_value=-8.1844173575700956e-06 -0.0022442010526769352 0.0029973114902391552 -0.0029737554709148586 0.0029570594931398039 -3.0250386031821943e-05 0.0037065253839383807 -0.0046399470427539316 0.002279866715391622 -0.0054098536733553212 0.00023472726369047996 -0.004863465207691319
leaf_weight=8687.2091886997223 63.167008519172668 103.29789412021637 72.151971340179443 100.12301242351532 91.541597485542297 126.60628581047058 81.205001354217529 83.30051851272583 50.195212960243225 59.992126822471619 41.21025013923645
leaf_count=4431 29 35 36 30 41 38 38 27 29 24 22
internal_value=0 0.000736152 -0.000255911 0.000945007 -2.70423e-05 0.0010259 -5.75145e-05 -0.00161759 -0.000349132 -0.00233663 -0.00153063
internal_weight=0 338.74 235.442 163.29 9221.26 259.358 8961.9 274.693 193.488 110.187 132.752
internal_count=4780 130 95 59 4650 101 4549 118 80 53 63
is_linear=0
shrinkage=0.06


Tree=476
num_leaves=12
num_cat=0
split_feature=90 11 108 35 141 91 27 8 82 0 0
split_gain=0.0553095 0.0577681 0.277752 0.307172 0.255355 0.214118 0.369975 0.184979 0.406124 0.296151 0.319188
threshold=0.0070226341485977182 0.00044738779251929378 0.0005375427135732026 0.0012357163941487672 0.0030382014811038975 0.0014427106943912806 0.00064626874518580746 0.00087947337306104611 0.0044099434744566688 0.0098710241727530974 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 10 -4
right_child=-2 2 7 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00027616197487988453 0.0018455945927713644 0.0012664886054173576 -0.0018504087138211669 -0.00030234296136816258 -0.0010198439656294396 -0.00021638130249557321 0.0071135690950228482 -5.1076871290291669e-05 -0.0041593466473642112 -0.0034986358706610952 0.00065596207921002
leaf_weight=1989.8580138683319 58.100811243057251 66.409957408905029 264.96401298046112 223.68084037303925 51.410711884498596 39.858616828918457 94.244864106178284 5953.5440776348114 122.34718430042267 104.84887373447418 590.73210382461548
leaf_count=954 20 29 118 149 35 26 33 3039 65 64 248
internal_value=0 -1.12852e-05 -8.74268e-05 0.00131588 0.00275269 0.00371995 0.00469656 -0.000182279 -0.000903604 -0.000488912 -0.000120129
internal_weight=0 9501.9 7512.04 475.605 251.924 200.513 160.655 7036.44 1082.89 960.545 855.696
internal_count=4780 4760 3806 272 123 88 62 3534 495 430 366
is_linear=0
shrinkage=0.06


Tree=477
num_leaves=12
num_cat=0
split_feature=42 47 110 145 15 104 47 10 93 69 140
split_gain=0.0524513 0.173711 0.333474 0.223392 0.219856 0.187678 0.231137 0.209155 0.272462 0.748383 0.430812
threshold=0.032603342086076743 0.057509137317538268 0.00017767510871635753 0.0045489775948226461 0.099488973617553725 0.024810968898236755 0.0027679565828293566 0.022641776129603389 0.0033348383149132137 0.0014881226234138014 0.031632266007363803
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 -1 10 -10 -9
right_child=-2 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=-6.6866078612570616e-05 0.00036728171057632067 -0.0014155676241900505 -1.9595964241193579e-05 -0.0076773884852988621 0.0030251677618435106 0.0020306228973672132 -0.0022689420334909209 0.00088343444643310977 -0.0062993665310925612 0.0024968472223007763 0.0055774114463788878
leaf_weight=7171.2496303319931 1221.0019096136093 38.643117904663086 155.99217212200165 43.709315180778503 85.191834092140198 54.85786235332489 250.77671849727631 302.39163196086884 58.572426319122314 85.867650747299194 91.74579906463623
leaf_count=3922 355 20 71 29 31 20 112 132 33 29 26
internal_value=0 -5.37776e-05 -0.00165027 -0.00473909 -6.80433e-06 -3.90295e-05 -0.00149722 1.87764e-05 0.00115912 -0.00107014 0.00197608
internal_weight=0 8339 238.345 82.3524 8100.65 8015.46 305.635 7709.83 538.578 144.44 394.137
internal_count=4780 4425 120 49 4305 4274 132 4142 220 62 158
is_linear=0
shrinkage=0.06


Tree=478
num_leaves=12
num_cat=0
split_feature=104 25 72 59 75 124 119 25 40 124 45
split_gain=0.0498829 0.225718 0.180259 0.222058 0.497866 0.250666 0.208823 0.201232 0.200126 0.274808 0.158999
threshold=0.015200819820165636 0.011519505176693203 0.019431582652032379 0.0098710241727530974 0.0010918468469753864 0.00073092587990686308 0.00017767510871635753 0.0012745757703669371 0.00080172589514404546 0.0012745757703669371 0.041476719081401832
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 7 5 -5 -6 -2 -9 -10 -1
right_child=1 -3 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=-2.5488181188752584e-05 0.00046664940776945722 -0.0033118731830883456 -0.0025066539794785232 -0.0085789528599126419 -0.0013466153866426608 -0.0019727908374379721 0.002896060214986603 -0.00035058645396960275 0.0059103188348790178 0.0013534910627468885 -0.0018123009812537165
leaf_weight=7471.6818795204163 1248.0929324626923 61.139558553695679 74.043286919593811 37.291484594345093 84.379883050918579 46.41258180141449 82.692769050598145 75.531054615974426 82.760836243629456 112.28285694122314 183.69094443321228
leaf_count=4055 366 35 40 24 43 21 24 26 19 42 85
internal_value=0 0.000274774 0.000393726 0.000515094 -0.00113897 -0.00491594 0.000753301 0.000788229 0.0022716 0.00328704 -6.83628e-05
internal_weight=0 1904.63 1843.49 1769.44 250.777 83.7041 167.073 1518.67 270.575 195.044 7655.37
internal_count=4780 640 605 565 112 45 67 453 87 61 4140
is_linear=0
shrinkage=0.06


Tree=479
num_leaves=12
num_cat=0
split_feature=78 87 128 5 31 3 42 125 31 87 109
split_gain=0.0483296 0.24516 0.195138 0.1372 0.230339 0.248044 0.188771 0.12018 0.0869213 0.0944325 0.369458
threshold=0.072653736919164671 0.016164712607860569 0.0005375427135732026 0.00066645268816500913 0.00093549740267917525 0.0018488886416889729 0.0013560238294303419 0.00062670491752214741 0.21471316367387774 0.011519505176693203 0.016668972559273246
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 6 -6 7 -4 9 -1 -11
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=4.5991758297600026e-05 -0.0031630889976819801 0.0057199066509715409 0.0042727035028701883 -0.0023726927481611615 0.0076790552558824443 0.00088980698408462318 -0.0034726424906885117 0.00018747256809805116 -0.001954708986295719 -0.001983709779327378 0.00077138567228929279
leaf_weight=8387.1950532197952 52.694278001785278 31.61753785610199 34.184670090675354 42.35768187046051 36.144052863121033 41.749932408332825 40.466366291046143 107.27987158298492 83.499864816665649 369.74481952190399 333.0659396648407
leaf_count=4172 36 12 14 33 13 30 29 76 60 187 118
internal_value=0 0.000657242 0.000206187 0.000793717 0.00130992 0.00404013 0.000140975 0.00117466 -2.76906e-05 -9.98924e-06 -0.000678055
internal_weight=0 386.494 354.877 302.183 259.825 77.894 181.931 141.465 9173.51 9090.01 702.811
internal_count=4780 243 231 195 162 43 119 90 4537 4477 305
is_linear=0
shrinkage=0.06


Tree=480
num_leaves=12
num_cat=0
split_feature=71 54 112 51 125 99 54 15 140 8 137
split_gain=0.0503227 0.315995 0.33226 0.270353 0.450748 0.342639 0.209301 0.107811 0.151049 0.0738767 0.214439
threshold=0.15819545835256579 0.0014881226234138014 0.0019071503775194289 0.0022975050378590827 0.00017767510871635753 0.0014881226234138014 0.0005893622583243997 0.0032328735105693345 0.0034400182776153092 0.0013560238294303419 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 -3 -5 7 8 -2 10 -1
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-4.4830001860255943e-05 -0.0029383941643789597 0.0025251762445971989 -0.0072143807834750629 -0.00030588142257377961 -0.0033444540636872809 0.0051145966288449187 -0.0032787018630143997 0.0036684657118035303 0.0021135686484288567 6.925913099543906e-05 -0.0014843263198494295
leaf_weight=1957.2340339422226 38.506983518600464 109.78379189968109 29.522020697593689 64.518641829490662 82.488567471504211 120.18845522403717 59.787925243377686 38.711185097694397 47.696147918701172 6551.4281853437424 460.13413000106812
leaf_count=873 30 35 23 25 39 33 39 15 22 3381 265
internal_value=0 0.00053617 -0.00130396 0.00158185 6.99112e-06 0.00322121 -0.000359258 0.00103808 -0.000143146 -3.53432e-05 -0.000318831
internal_weight=0 591.204 214.224 376.979 192.272 184.707 184.702 124.914 86.2031 8968.8 2417.37
internal_count=4780 261 129 132 74 58 106 67 52 4519 1138
is_linear=0
shrinkage=0.06


Tree=481
num_leaves=12
num_cat=0
split_feature=105 110 43 75 149 104 74 15 8 58 34
split_gain=0.0524924 0.203169 0.134529 0.290318 0.431587 0.42454 0.542169 0.341165 0.30581 0.283418 0.255179
threshold=0.00017767510871635753 0.13479631394147876 0.0017376682371832433 0.00017767510871635753 0.0010263677686452868 0.0049928687512874612 0.00037263428384903824 0.0022975050378590827 0.0011261500185355546 0.0020932231564074759 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -5 -10
right_child=-2 -3 -4 5 -6 -7 -8 8 10 -11 -12
leaf_value=-0.00033911099334956823 -7.5178888868931913e-05 0.00368321368367386 0.00089925239567917878 -0.0017349815926339305 -0.0042554909129087449 -0.0014303611964428694 -0.0012640271624568692 0.0013055449563286179 0.0034972006431345784 0.0032155702793908673 0.0087165822595821289
leaf_weight=523.71439695358276 7434.3417488336563 60.736010670661926 622.82611203193665 80.932732582092285 125.59013319015503 250.16896903514862 168.89104521274567 72.151971340179443 66.47802460193634 85.731516361236572 68.437407374382019
leaf_count=216 3844 17 225 58 65 109 124 36 24 39 23
internal_value=0 0.000262933 0.000162331 -0.000155937 -0.00109663 0.000614498 0.00155725 0.0028322 0.00445857 0.000811565 0.00614479
internal_weight=0 2125.66 2064.92 1442.1 649.305 792.792 542.623 373.732 207.067 166.664 134.915
internal_count=4780 936 919 694 281 413 304 180 83 97 47
is_linear=0
shrinkage=0.06


Tree=482
num_leaves=12
num_cat=0
split_feature=109 51 24 141 58 76 60 103 136 148 93
split_gain=0.0499542 0.186671 0.222983 0.285121 0.384467 0.303529 0.286068 0.261963 0.187895 0.194465 0.558564
threshold=0.0058306583669036635 0.020658296532928947 0.0081988852471113222 0.0011980500421486797 0.0081988852471113222 0.0013146653072908523 0.00017767510871635753 0.00050559637020342063 0.0023699469165876512 0.0028552538715302949 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 -5 8 9 -1 -11
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00032703415155007498 -0.00012391373952482437 -0.0015723373241431789 0.00055306883498283058 -0.0028457152626301103 0.0063424267232572423 0.0052037812529053392 0.0009806495526687815 -0.0010021686763059133 0.0032850254832108355 0.00012471900320234306 0.0029946499177033988
leaf_weight=1228.6061074733734 5263.5981112718582 214.76394474506378 82.488567471504211 99.038792610168457 82.692769050598145 43.305767297744751 242.73498582839966 668.28089785575867 74.787170767784119 1256.7035723924637 302.99938142299652
leaf_count=654 2456 137 39 62 24 11 131 364 33 734 135
internal_value=0 0.000151809 0.000242528 0.00136599 0.00345133 0.000471475 -0.00012815 6.74704e-05 0.000317137 0.000237533 0.000682253
internal_weight=0 4296.4 4081.64 550.261 165.181 385.08 341.774 3531.38 2863.1 2788.31 1559.7
internal_count=4780 2324 2187 267 63 204 193 1920 1556 1523 869
is_linear=0
shrinkage=0.06


Tree=483
num_leaves=12
num_cat=0
split_feature=1 136 136 150 125 83 35 32 95 40 135
split_gain=0.0501739 0.21544 0.20088 0.177772 0.245402 0.223242 0.336271 0.305047 0.483257 0.270261 0.22972
threshold=0.0037758676335215573 0.007706565549597145 0.013032016810029747 0.0013560238294303419 0.012252715881913902 0.016164712607860569 0.0016846025246195497 0.0012357163941487672 0.0011261500185355546 0.0066005610860884198 0.010500331409275534
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 10 9 8 -8 -7 -5
right_child=2 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-4.3549864834520376e-05 -0.0006558509308234548 -0.0031414286986158123 0.0036285745677570374 0.001284069392781406 0.0023295050824649406 0.0013256332965590264 -8.5306936900411324e-05 -0.00056261769152794012 -0.0080919394476878254 -0.0026564008351145957 -0.0022593291445327664
leaf_weight=7116.7660908699036 690.36893534660339 81.744683623313904 61.343760132789612 649.50387644767761 225.71314561367035 310.43336462974548 47.696147918701172 163.69356882572174 62.962806940078735 76.474284768104553 73.299403071403503
leaf_count=3541 409 46 20 314 95 113 22 77 44 52 47
internal_value=0 -7.87287e-05 0.000239988 0.000149616 0.000495049 0.000195886 -0.000600796 -0.00220759 -0.00464093 0.000538564 0.000924734
internal_weight=0 7198.51 2361.49 2300.15 1609.78 1384.06 661.26 274.353 110.659 386.908 722.803
internal_count=4780 3587 1193 1173 764 669 308 143 66 165 361
is_linear=0
shrinkage=0.06


Tree=484
num_leaves=12
num_cat=0
split_feature=104 127 149 98 128 73 88 128 60 109 82
split_gain=0.0504671 0.267238 0.501611 0.250429 0.267388 0.218733 0.333775 0.212365 0.246443 0.262575 0.209337
threshold=0.015200819820165636 0.0066005610860884198 0.0013986918493174019 0.00017767510871635753 0.0022272822679951791 0.0063990866765379914 0.0028552538715302949 0.00017767510871635753 0.00046126570669002836 0.0084566329605877417 0.0010918468469753864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 10 -10 -5
right_child=1 2 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.876198140155433e-05 -0.00013867958614866791 0.0016076417095873955 -0.0068714867522825795 0.0022422752987794289 -0.00433776048279265 0.0023895527743704303 -0.0024755805133798146 0.0016937044450051916 0.00051249858031295233 -0.0049891652889555351 -0.00029984138819743694
leaf_weight=7655.3728239536285 231.11967885494232 49.047781229019165 51.478779077529907 183.55966532230377 71.476154685020447 248.01023995876312 127.07790088653564 497.97986268997192 60.06019401550293 65.058324098587036 319.75866341590881
leaf_count=4140 79 18 30 47 38 77 51 153 19 33 95
internal_value=0 0.000276379 -0.00273445 0.000444145 -0.00113054 0.00076149 0.00043937 0.000768223 3.48618e-05 -0.00234822 0.000627266
internal_weight=0 1904.63 100.527 1804.1 302.596 1501.5 1253.49 1126.42 628.437 125.119 503.318
internal_count=4780 640 48 592 117 475 398 347 194 52 142
is_linear=0
shrinkage=0.06


Tree=485
num_leaves=12
num_cat=0
split_feature=70 32 0 131 15 42 44 91 31 107 24
split_gain=0.0502273 0.232804 0.175783 0.309699 0.229381 0.265176 0.217439 0.198089 0.169542 0.151476 0.129958
threshold=0.010500331409275534 0.00055427959887310873 0.024810968898236755 0.0023699469165876512 0.0087224207818508166 0.014293605927377941 0.0013146653072908523 0.0079489401541650313 0.0012357163941487672 0.0027679565828293566 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 4 -4 6 7 -3 9 10 -6 -2
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=5.0596989212742062e-05 -0.0044196855899357977 0.0016375657937548228 -0.00033317781979907502 0.0050837694445037898 0.0034090371112542352 -0.0020180019936066719 -0.0021218002058510247 0.0047189816932025471 0.00031532958276072964 -0.00057972342600745748 -0.0015197351084214894
leaf_weight=8420.2955034971237 84.987632513046265 70.260655760765076 87.62283194065094 67.085774064064026 52.898479580879211 78.705936312675476 261.64814162254333 68.437407374382019 109.64765751361847 97.351678609848022 161.05836939811707
leaf_count=4218 46 32 43 27 21 31 171 23 45 43 80
internal_value=0 -0.000373818 0.000203783 0.00201575 -0.000241675 0.000968488 -0.00132599 0.00204333 -0.00164695 0.000824597 -0.00252142
internal_weight=0 1139.7 784.011 154.709 629.302 297.394 331.909 218.688 355.694 150.25 246.046
internal_count=4780 562 391 70 321 118 203 87 171 64 126
is_linear=0
shrinkage=0.06


Tree=486
num_leaves=12
num_cat=0
split_feature=150 100 34 132 100 100 109 143 93 32 95
split_gain=0.0499349 0.313181 0.3274 0.260533 0.245787 0.384409 0.457323 0.294901 0.310003 0.363056 0.298022
threshold=0.0022272822679951791 0.00017767510871635753 0.00055427959887310873 0.00062670491752214741 0.0021592099219560628 0.00244467705488205 0.004017772153019906 0.014740333426743748 0.0012745757703669371 0.0017376682371832433 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -6 8 -7 10 -10
right_child=1 2 -4 -5 5 7 -8 -9 9 -11 -12
leaf_value=-0.00011566463105364721 -0.0061454433980813947 0.0038529463365411121 -0.00012768923869395837 0.00076161615904597627 -0.00019888412082375245 -0.00051840004780127436 0.0074613927607733643 -0.0021532147156679104 0.0030446430589129063 -0.0012468308474903268 -0.0019375338434211382
leaf_weight=3343.4951511621475 55.869159698486328 75.531054615974426 4895.8126745223999 30.333971738815308 48.911646842956543 341.16602897644043 65.802207946777344 128.69694769382477 410.89185774326324 115.18546986579895 48.303897380828857
leaf_count=1857 41 26 2268 11 28 190 26 75 166 67 25
internal_value=0 -0.000129384 -6.72103e-05 -0.00371492 0.000145335 0.000898296 0.00419521 0.000536119 0.000914154 0.00176505 0.00252056
internal_weight=0 5057.55 4971.34 86.2031 4502.45 1158.96 114.714 1044.24 915.547 574.381 459.196
internal_count=4780 2346 2294 52 2434 577 54 523 448 258 191
is_linear=0
shrinkage=0.06


Tree=487
num_leaves=12
num_cat=0
split_feature=82 33 9 83 63 47 150 37 141 73 70
split_gain=0.0491456 0.171212 0.326985 0.277336 0.245147 0.235667 0.224364 0.222857 0.29014 0.333014 0.287403
threshold=0.00055427959887310873 0.00093549740267917525 0.000490355829242617 0.023343417793512348 0.00099512818269431613 0.00747153488919139 0.007706565549597145 0.00044738779251929378 0.0056525857653468856 0.00073092587990686308 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -5 -1 8 9 -6 -9
right_child=-2 2 4 5 7 -7 -8 10 -10 -11 -12
leaf_value=0.00069201182932396191 -9.4700154096035409e-05 -0.0025170126490280057 -0.0018208421940948012 -0.0027758949381379411 0.0027180774421656051 0.0016293403197305302 -0.0030208576632887773 0.0030238033180866103 -0.0033410388456894067 -0.002127757432343494 -0.0014352470638481114
leaf_weight=1768.0587785243988 6439.5002301931381 336.43531239032745 136.53447878360748 63.030874133110046 138.09031367301941 142.68489587306976 60.599876284599304 250.708651304245 77.689783692359924 81.000799775123596 65.666073560714722
leaf_count=905 3170 204 71 39 52 48 27 117 58 53 36
internal_value=0 0.000195424 -0.000333348 -0.00145586 0.000478417 0.000279586 0.000568971 0.000990405 -0.000190627 0.00092651 0.00209829
internal_weight=0 3120.5 1291.84 542.151 749.69 205.716 1828.66 613.156 296.781 219.091 316.375
internal_count=4780 1610 678 291 387 87 932 316 163 105 153
is_linear=0
shrinkage=0.06


Tree=488
num_leaves=12
num_cat=0
split_feature=102 107 87 24 40 59 100 25 95 116 92
split_gain=0.0474759 0.2548 0.429279 0.348681 0.376037 0.301497 0.296304 0.268519 0.251053 0.347153 0.249344
threshold=0.00017767510871635753 0.0012357163941487672 0.0048403022810816774 0.0026012937305495147 0.0014427106943912806 0.00017767510871635753 0.0044099434744566688 0.0014881226234138014 0.0021592099219560628 0.0056525857653468856 0.4073652476072312
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -3 7 -6 -5 -10 -1
right_child=-2 3 -4 8 6 -7 -8 -9 9 -11 -12
leaf_value=-0.00012694321807785354 6.4337456829791935e-05 -0.002213344953357687 0.0057114482210109509 -0.0012896209512416881 0.001215006017078594 0.0018230554510113431 -0.0063623955799252934 -0.0037010552701537982 -0.0067526224970593553 0.00040668474011576217 0.0045278271069722053
leaf_weight=751.71269547939301 7762.6915377378464 84.311815857887268 52.898479580879211 218.27916240692139 90.933848023414612 317.45894467830658 46.884196877479553 71.408087491989136 85.459247589111328 34.116602897644043 43.845449566841125
leaf_count=429 3832 48 21 117 38 121 34 43 59 19 19
internal_value=0 -0.000277878 0.000477605 -0.000953424 -9.81376e-05 0.000976015 -0.0021608 -0.000947384 -0.00250018 -0.00470998 0.000129594
internal_weight=0 1797.31 848.457 948.852 610.997 401.771 209.226 162.342 337.855 119.576 795.558
internal_count=4780 948 469 479 284 169 115 81 195 78 448
is_linear=0
shrinkage=0.06


Tree=489
num_leaves=12
num_cat=0
split_feature=147 128 140 37 141 29 112 80 42 110 131
split_gain=0.0517966 0.327687 0.235387 0.460784 0.245274 0.208001 0.213696 0.263336 0.255776 0.208212 0.313395
threshold=0.00017767510871635753 0.00017767510871635753 0.016164712607860569 0.00044738779251929378 0.0020932231564074759 0.021960759535431865 0.0019071503775194289 0.01884530205279589 0.0079489401541650313 0.13479631394147876 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 9 7 -7 -8 10 -1
right_child=-2 2 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.00017857659194256027 -7.6258383786160594e-05 0.0018226053558252895 -0.0074195339178493407 -0.00013216133435655888 -0.0023033899569882446 -0.00088720180986671655 -0.0007539552200290636 0.0031082506054101395 -0.0061937082605374996 0.0046468446973256831 0.0021425889099596527
leaf_weight=973.78905487060547 7364.3485065698624 103.90564358234406 58.504359126091003 67.017706871032715 103.5653076171875 189.56909275054932 97.351678609848022 86.47540020942688 45.736765146255493 51.68298065662384 418.05357217788696
leaf_count=410 3840 38 38 32 63 82 43 32 23 15 164
internal_value=0 0.000255775 -0.00147782 -0.00352872 -0.000237008 0.000565696 -0.00061097 0.000364438 -0.00249272 0.000907345 0.000768487
internal_weight=0 2195.65 332.993 125.522 207.471 1862.66 419.133 276.044 143.088 1443.53 1391.84
internal_count=4780 940 171 70 101 769 180 114 66 589 574
is_linear=0
shrinkage=0.06


Tree=490
num_leaves=12
num_cat=0
split_feature=90 16 74 68 117 105 51 21 100 91 119
split_gain=0.0536965 0.0509729 0.152023 0.100124 0.095271 0.13834 0.137353 0.175555 0.128608 0.192667 0.0947815
threshold=0.0070226341485977182 0.0005375427135732026 0.0056525857653468856 0.0023699469165876512 0.0031340263085439806 0.0092791137285530585 0.0038949446752667431 0.0013986918493174019 0.00099512818269431613 0.0014427106943912806 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 6 -6 8 -8 9 -3 -1
right_child=-2 4 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-7.8516635307461862e-06 0.0018184837009405739 0.00042516706764701679 -0.00036314034249329113 -0.0041735820093823052 -0.0011798411418108862 0.0024026157582555927 0.00016279137653711539 0.004928327361690142 -0.0013829599936930729 0.0050702397837429662 -0.0024826487183546874
leaf_weight=8639.396327495575 58.100811243057251 207.60223031044006 46.884196877479553 52.762345194816589 197.33370137214661 48.303897380828857 50.127145767211914 62.559259057044983 102.82142376899719 38.0353684425354 56.073361277580261
leaf_count=4227 20 139 34 31 131 25 34 26 70 17 26
internal_value=0 -1.11194e-05 -5.05141e-05 -0.00238075 0.000479103 -0.000475362 0.000987517 0.00280844 0.000398659 0.00114443 -2.38106e-05
internal_weight=0 9501.9 8795.12 99.6465 706.783 245.638 461.145 112.686 348.459 245.638 8695.47
internal_count=4780 4760 4318 65 442 156 286 60 226 156 4253
is_linear=0
shrinkage=0.06


Tree=491
num_leaves=12
num_cat=0
split_feature=29 143 106 59 129 107 84 99 145 115 29
split_gain=0.0487753 0.213226 0.393581 0.278905 0.078216 0.210566 0.502462 0.21312 0.252473 0.377826 0.199988
threshold=0.074787221848964705 0.0079489401541650313 0.0084566329605877417 0.0022975050378590827 0.0015833032084628942 0.015675474889576439 0.0019071503775194289 0.00040826165059115743 0.00044738779251929378 0.0046923852059990176 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 7 -7 8 9 -6 -9
right_child=1 2 -4 -5 5 6 -8 10 -10 -11 -12
leaf_value=-0.00016104317726449915 -0.00071102344302473948 -0.0046418740075225059 0.0014960881160133738 0.0040799721497574272 0.0079675890962976875 0.00033554019480429775 -0.006437727030301159 -0.00035324621678975887 0.00074779065948406243 0.00087823869279717579 0.00072080153212642796
leaf_weight=5772.5126090049744 74.179421305656433 61.747308015823364 96.204246878623962 106.60891020298004 47.088398456573486 126.47015142440796 57.288860201835632 1585.3645656108856 539.5839501619339 63.638623595237732 1029.3130233287811
leaf_count=2711 30 38 32 30 19 48 32 985 289 42 524
internal_value=0 0.000707106 -0.000903398 0.00211417 -2.59753e-05 0.000200101 -0.0017761 0.000311325 0.00128333 0.0038931 6.95712e-05
internal_weight=0 338.74 157.952 180.788 9221.26 3448.75 183.759 3264.99 650.311 110.727 2614.68
internal_count=4780 130 70 60 4650 1939 80 1859 350 61 1509
is_linear=0
shrinkage=0.06


Tree=492
num_leaves=12
num_cat=0
split_feature=147 128 100 109 142 73 141 37 110 117 83
split_gain=0.0481293 0.290502 0.249943 0.268279 0.250581 0.222028 0.21584 0.319764 0.211263 0.253845 0.273166
threshold=0.00017767510871635753 0.00017767510871635753 0.0044099434744566688 0.014740333426743748 0.0014427106943912806 0.00073092587990686308 0.0020932231564074759 0.00057154725072905432 0.00066645268816500913 0.04673989117145539 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -4 8 -3 -8 -1 -10 -11
right_child=-2 2 3 -5 -6 -7 7 -9 9 10 -12
leaf_value=0.0010093769571972594 -7.3509161567836831e-05 0.0015519676243109326 -0.0032225439443588854 -0.00011506220566756271 -0.010732722349280922 0.0032512274991430626 -0.0057237145793011058 0.0010110926554374447 0.00010486521525460421 -0.0054857748442933753 0.00046544525053890363
leaf_weight=918.52764463424683 7364.3485065698624 117.41712141036987 42.425749063491821 45.804832339286804 25.671322345733643 102.62207746505737 48.843579649925232 52.8304123878479 728.01046645641327 65.058324098587036 48.440031766891479
leaf_count=372 3840 46 28 18 20 37 33 26 312 33 15
internal_value=0 0.000246554 -0.00138572 -0.00366554 -0.00605374 0.000538361 -0.000200477 -0.00222427 0.000380182 -0.000306599 -0.00294585
internal_weight=0 2195.65 332.993 113.902 68.0971 1862.66 219.091 101.674 1760.04 841.509 113.498
internal_count=4780 940 171 66 48 769 105 59 732 360 48
is_linear=0
shrinkage=0.06


Tree=493
num_leaves=12
num_cat=0
split_feature=104 92 127 70 15 81 87 149 71 85 122
split_gain=0.0500461 0.143857 0.30177 0.330943 0.242825 0.217353 0.285866 0.241147 0.207755 0.189695 0.189526
threshold=0.015200819820165636 0.00017767510871635753 0.0066005610860884198 0.0016331639490090313 0.007706565549597145 0.0013146653072908523 0.00017767510871635753 0.0070226341485977182 0.017724351026117805 0.0016331639490090313 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 -4 -3 -6 -7 8 -8 -2 -9
right_child=1 2 3 -5 5 6 7 10 -10 -11 -12
leaf_value=-6.8474560636267644e-05 6.0745152989940807e-05 -0.0025403635380464233 -0.0064598036926233589 0.00096959873872895681 -0.00026257002251571954 0.0042063431829033101 0.0013649476632187135 -0.0013707439170942358 0.0047594457117627054 -0.002483374354431848 0.0022245309480986714
leaf_weight=7655.3728239536285 581.34844839572906 67.6254563331604 43.101565718650818 43.23770010471344 279.02002835273743 134.37574970722198 293.13925564289093 174.91018319129944 83.368585705757141 128.9011492729187 75.599121809005737
leaf_count=4140 175 35 26 16 86 39 97 63 22 60 21
internal_value=0 0.000275224 0.000677335 -0.00273925 0.000943558 0.00117001 0.00169499 0.00115678 0.00211658 -0.00040098 -0.000285756
internal_weight=0 1904.63 1194.38 86.3393 1108.04 1040.41 761.393 627.017 376.508 710.25 250.509
internal_count=4780 640 405 42 363 328 242 203 119 235 84
is_linear=0
shrinkage=0.06


Tree=494
num_leaves=12
num_cat=0
split_feature=3 108 81 34 42 5 105 25 102 25 47
split_gain=0.0501058 0.199951 0.187916 0.224452 0.28981 0.180125 0.275344 0.313837 0.311172 0.387038 0.442402
threshold=0.00096484774257987748 0.044033329933881767 0.0021592099219560628 0.04273676127195359 0.0079489401541650313 0.00075379351619631063 0.0032328735105693345 0.0045489775948226461 0.0041444667149335155 0.00077738583786413084 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 9 -4 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-9.8487757464124675e-05 0.00095714779349600923 -0.0024874996915931792 -0.0015467261798314863 -0.0003732398283006371 -0.0078838375645110988 -0.00062409899068575708 0.0016594111925571932 -0.0013090477368458329 -0.0008729058258528079 2.7379306679197686e-05 0.0066273498202271295
leaf_weight=6314.0607972145081 993.30510485172272 97.283611416816711 59.18017578125 49.519396305084229 29.522020697593689 803.66308963298798 478.91600668430328 412.56926119327545 165.98843228816986 58.504359126091003 97.487812995910645
leaf_count=2951 501 48 36 31 23 472 267 281 99 38 33
internal_value=0 0.00019158 0.000274355 -4.03132e-05 -0.00317845 7.91502e-05 0.000523245 -0.000162288 0.00107897 0.00258468 0.00415205
internal_weight=0 3245.94 3148.66 2155.35 79.0414 2076.31 1272.65 793.73 381.161 215.172 155.992
internal_count=4780 1829 1781 1280 54 1226 754 487 206 107 71
is_linear=0
shrinkage=0.06


Tree=495
num_leaves=12
num_cat=0
split_feature=142 37 110 17 135 127 150 98 133 62 30
split_gain=0.0485305 0.160917 0.291217 0.261066 0.299192 0.267807 0.229513 0.234127 0.392728 0.276912 0.396085
threshold=0.0049928687512874612 0.00050559637020342063 0.13479631394147876 0.0028552538715302949 0.0053125319536775359 0.00044738779251929378 0.01884530205279589 0.0062037324532866487 0.0033348383149132137 0.0010585968848317864 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -3 9 10 -9
right_child=-2 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=6.7117988552644231e-05 0.00015220491878881819 -0.00063716903667007164 0.0041166672670891365 -0.00014613688961574153 0.0054368042976791582 -0.00024845439544304317 0.0019449588007857553 -0.0055874110312305334 -0.0042857171225816112 0.0025238353605477291 0.00068287612455478729
leaf_weight=3131.3226150274277 4215.824126124382 1058.7621215581894 65.262525677680969 458.24281442165375 74.85523796081543 49.58746349811554 94.244864106178284 64.314440250396729 194.09075248241425 70.328722953796387 83.164384126663208
leaf_count=1482 2097 600 18 261 28 26 33 40 131 27 37
internal_value=0 -0.000120069 0.000149795 -0.000521748 0.000562373 0.00317136 -0.000925416 -0.00110936 -0.0023231 -0.000574186 -0.00205155
internal_weight=0 5344.18 3196.59 2147.59 582.686 124.443 1564.91 1470.66 411.898 217.808 147.479
internal_count=4780 2683 1500 1183 315 54 868 835 235 104 77
is_linear=0
shrinkage=0.06


Tree=496
num_leaves=12
num_cat=0
split_feature=0 0 23 29 104 17 38 50 125 101 20
split_gain=0.0546413 0.165275 0.261354 0.24805 0.213996 0.184602 0.399346 0.385261 0.359845 0.483063 0.235644
threshold=0.0058306583669036635 0.0066005610860884198 0.0063990866765379914 0.0060143163427710542 0.00093549740267917525 0.00017767510871635753 0.00077738583786413084 0.015200819820165636 0.0041444667149335155 0.000490355829242617 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 10 -10 -3
right_child=1 5 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00010474164432658352 0.0022710232231999369 0.0010708956427363915 -0.00026316682201307616 0.0037877701669121883 -0.003430949129600971 -0.00036723105867918253 0.0014159771272842729 0.0067026799500119107 0.00022522497661518718 -0.004871467945390724 -0.0025544644158147891
leaf_weight=6235.4083622694016 39.250867366790771 617.07924282550812 80.529184699058533 167.81653594970703 59.787925243377686 1665.9034608602524 285.56913805007935 60.06019401550293 162.81355059146881 113.69770216941833 72.083904147148132
leaf_count=3059 23 266 40 60 39 929 129 19 94 81 41
internal_value=0 0.000196447 0.00143492 0.0024742 -0.00117115 5.19409e-05 0.000584464 0.00233465 -4.19534e-05 -0.00187047 0.000691696
internal_weight=0 3324.59 347.385 248.346 99.0388 2977.21 1311.3 345.629 965.674 276.511 689.163
internal_count=4780 1721 162 100 62 1559 630 148 482 175 307
is_linear=0
shrinkage=0.06


Tree=497
num_leaves=12
num_cat=0
split_feature=35 47 23 88 25 107 107 147 137 43 88
split_gain=0.0495371 0.261516 0.257581 0.188265 0.321211 0.12665 0.207943 0.17021 0.124647 0.11685 0.170873
threshold=0.016164712607860569 0.024066280573606495 0.011169348377734424 0.0014881226234138014 0.0017376682371832433 0.0027679565828293566 0.0092791137285530585 0.0027679565828293566 0.0012357163941487672 0.0045489775948226461 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 8 -2 -7 10 -9
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12
leaf_value=-4.1219672062360881e-05 0.0033380017651105324 -0.0029268331917799103 0.00078136355314009003 -0.00038596298237035613 0.0071473268044771714 -0.0037376021245693783 0.0025176882545087094 -0.0020143935276560896 0.00023487914732704489 0.0037226069547929138 0.00097291416703408835
leaf_weight=8761.9428580999374 76.00266969203949 74.719103574752808 52.898479580879211 44.3851318359375 61.951509594917297 83.56793200969696 41.278317332267761 112.95381832122803 43.101565718650818 30.333971738815308 176.864710688591
leaf_count=4325 39 38 21 27 23 55 17 88 26 11 110
internal_value=0 0.000452555 0.000801637 0.0029327 0.00421524 0.000200079 -0.00118069 0.000785448 -0.00238589 0.000179484 -0.000191359
internal_weight=0 798.057 723.338 159.235 114.85 564.103 167.948 396.155 126.669 320.153 289.819
internal_count=4780 455 417 71 44 346 98 248 81 209 198
is_linear=0
shrinkage=0.06


Tree=498
num_leaves=12
num_cat=0
split_feature=11 24 79 82 1 108 143 28 117 26 146
split_gain=0.0482604 0.200602 0.268974 0.270837 0.207452 0.202156 0.282019 0.221591 0.186888 0.228874 0.305838
threshold=0.0019071503775194289 0.0081988852471113222 0.00043393640953581786 0.001792412775103003 0.00017767510871635753 0.0005375427135732026 0.011519505176693203 0.0010918468469753864 0.12087306752800943 0.00037263428384903824 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 7 -2 9 -1 -11
right_child=1 2 4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00027098165446049974 0.0014451725454972819 -0.00080765053499193469 0.00050243074176376217 0.0048325270512111886 -0.0018768500382300558 0.00018105610695230335 -0.00074649729247364377 0.0057887476987076338 -0.0026685993702540429 0.0031345191182224549 0.0001886210288389711
leaf_weight=3669.8174901008606 97.283611416816711 65.734140753746033 181.19187939167023 57.424994587898254 485.19770288467407 4059.6277524232864 94.512277603149414 74.787170767784119 103.16175973415375 169.84398591518402 501.41730260848999
leaf_count=1851 48 31 78 22 282 2041 61 33 45 54 234
internal_value=0 0.00012565 -0.000753835 0.00182218 -0.00122992 0.000286159 0.0018867 0.00333302 -0.000144635 -8.46555e-05 0.000933999
internal_weight=0 5115.76 789.549 123.159 666.39 4326.21 266.583 172.071 4444.24 4341.08 671.261
internal_count=4780 2596 413 53 360 2183 142 81 2184 2139 288
is_linear=0
shrinkage=0.06


Tree=499
num_leaves=12
num_cat=0
split_feature=78 75 0 87 75 102 143 108 77 18 98
split_gain=0.0505611 0.204693 0.216183 0.234085 0.19414 0.342838 0.440535 0.285342 0.226145 0.214019 0.209577
threshold=0.0058306583669036635 0.00017767510871635753 0.0015833032084628942 0.011519505176693203 0.00093549740267917525 0.0022272822679951791 0.016668972559273246 0.0068083447404205808 0.00096484774257987748 0.00085274505545385193 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 7 -7 10 -3 -6
right_child=1 4 3 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.00011264310706424355 0.0010603471369544581 -0.0014433363373769048 -0.0046947769310726837 0.00074394121603226426 -0.0023427023407668617 -0.0014446200716681107 0.0081743127378980148 0.0038281284125284585 0.0002806547490025325 0.0022588022742434529 0.0010256816837733642
leaf_weight=5736.8498817682266 68.909022450447083 152.47695446014404 95.1200270652771 40.670567870140076 234.01743650436401 62.491191864013672 49.723597884178162 90.394165754318237 2847.4114593267441 89.042532444000244 92.893230795860291
leaf_count=2615 36 91 64 14 152 31 16 30 1660 34 37
internal_value=0 0.000169027 -0.00167681 -0.00306583 0.000273448 0.0014484 0.00326847 0.00167292 0.000109058 -7.84452e-05 -0.00138556
internal_weight=0 3823.15 204.7 135.791 3618.45 444.128 202.609 152.885 3174.32 241.519 326.911
internal_count=4780 2165 114 78 2051 202 77 61 1849 125 189
is_linear=0
shrinkage=0.06


Tree=500
num_leaves=12
num_cat=0
split_feature=0 35 135 106 141 47 46 43 52 110 116
split_gain=0.0478398 0.172731 0.190697 0.165964 0.202856 0.266936 0.339566 0.217282 0.243342 0.217108 0.314101
threshold=0.0058306583669036635 0.0019672545604407792 0.0013986918493174019 0.079227816313505187 0.0010263677686452868 0.024066280573606495 0.00046126570669002836 0.00046126570669002836 0.0037758676335215573 0.011519505176693203 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 -9 -6 -11
right_child=1 3 -4 -5 9 -7 7 8 -10 10 -12
leaf_value=-9.8006274757519006e-05 0.0035504665406267608 0.0024215687899724974 -0.00048617290584495985 0.0027222561722757741 0.00038555077388403749 -0.0037800337832845257 -0.0001314182205287522 -0.0016366477230854775 -0.0070992249789827251 -0.0045505617101163701 0.002139301523887091
leaf_weight=6235.4083622694016 109.78379189968109 118.70068752765656 68.369340181350708 83.368585705757141 2310.4092072248459 100.52656030654907 258.06971204280853 123.56268322467804 38.506983518600464 75.258785843849182 38.0353684425354
leaf_count=3059 35 47 28 22 1229 48 148 71 30 46 17
internal_value=0 0.000183815 0.00200134 8.09057e-05 9.01518e-06 -0.000941659 -0.000412129 -0.00121272 -0.00293453 0.000259801 -0.00230463
internal_weight=0 3324.59 178.153 3146.44 3063.07 639.367 538.84 420.139 162.07 2423.7 113.294
internal_count=4780 1721 63 1658 1636 344 296 249 101 1292 63
is_linear=0
shrinkage=0.06


Tree=501
num_leaves=12
num_cat=0
split_feature=71 35 19 145 119 108 84 143 30 44 27
split_gain=0.0473881 0.196808 0.197503 0.186864 0.264821 0.514303 0.273183 0.182661 0.228255 0.169475 0.53292
threshold=0.010829726699739696 0.016164712607860569 0.017188700847327713 0.012636432424187662 0.00044738779251929378 0.013032016810029747 0.0019071503775194289 0.0070226341485977182 0.00096484774257987748 0.00044738779251929378 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 7 4 -2 -6 -7 8 -3 10 -5
right_child=1 2 -4 9 5 6 -8 -9 -10 -11 -12
leaf_value=0.00012661666787443232 -0.00020940694914200602 0.0033390365416926799 0.0046143877914873359 0.0018930391051966225 -0.00063608618431800141 -0.0079050311221610034 -0.0022771933666511494 -0.0025933017335795496 -0.00071058756990679433 0.00095990437124959013 -0.0072716106181174396
leaf_weight=5035.8283840417862 2938.2334493398666 106.47277581691742 54.182045698165894 57.493061780929565 409.26795566082001 61.071491360664368 63.167008519172668 50.802962422370911 94.648411989212036 650.93328750133514 37.899234056472778
leaf_count=2655 1468 40 22 17 190 40 29 32 51 209 27
internal_value=0 -0.000140936 0.00132807 -0.000247542 -0.000432703 -0.00166248 -0.00504365 0.000621271 0.00143327 0.000613783 -0.00174806
internal_weight=0 4524.17 306.106 4218.07 3471.74 533.506 124.238 251.924 201.121 746.326 95.3923
internal_count=4780 2125 145 1980 1727 259 69 123 91 253 44
is_linear=0
shrinkage=0.06


Tree=502
num_leaves=12
num_cat=0
split_feature=123 1 82 26 79 117 44 116 20 140 14
split_gain=0.0485287 0.160564 0.238034 0.213039 0.253627 0.251979 0.193128 0.220831 0.170698 0.168513 0.206254
threshold=0.00066645268816500913 0.00046126570669002836 0.00017767510871635753 0.00046126570669002836 0.0066005610860884198 0.0019672545604407792 0.0070226341485977182 0.0019672545604407792 0.0049928687512874612 0.0060143163427710542 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -7 -3 10 -10
right_child=1 8 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-8.299865016136521e-05 -0.00078052603969328265 -0.00028711778542251423 0.00043966522565432883 -0.0014780088743457495 -0.00039350254845429587 0.0028106127603402648 0.0014802579548128636 0.007399347200144072 0.0040678059460295402 -0.00061021931877226505 -1.2297193127241651e-06
leaf_weight=6942.8137036561966 187.26937401294708 1665.7673264741898 90.865780830383301 63.774757981300354 98.970725417137146 67.761590719223022 65.802207946777344 85.259901285171509 108.29602420330048 106.87632369995117 76.542351961135864
leaf_count=3360 108 939 43 32 67 25 26 26 49 58 47
internal_value=0 0.000220177 0.0010297 0.00174727 0.0022506 0.0030956 0.00419846 0.00536735 -5.26474e-05 0.00128624 0.0023828
internal_weight=0 2617.19 659.704 472.435 408.66 309.689 218.824 153.021 1957.48 291.715 184.838
internal_count=4780 1420 327 219 187 120 77 51 1093 154 96
is_linear=0
shrinkage=0.06


Tree=503
num_leaves=12
num_cat=0
split_feature=150 149 71 145 117 133 59 14 119 96 21
split_gain=0.0495632 0.15583 0.165518 0.271662 0.301385 0.237727 0.183582 0.182731 0.274725 0.245054 0.23834
threshold=0.0053125319536775359 0.0016331639490090313 0.0068083447404205808 0.0087224207818508166 0.0019672545604407792 0.0010263677686452868 0.0049928687512874612 0.0026012937305495147 0.0005375427135732026 0.0016331639490090313 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 -6 8 -7 -10 -11
right_child=1 2 5 -5 6 7 -8 -9 9 10 -12
leaf_value=-8.8520556713697927e-05 -0.00061523074290948353 0.0057663668098782723 0.0020683442754861336 -0.0010889994963096379 0.0030045383940632987 -5.7463110468734864e-07 0.00024233838638684487 0.0012725947280659068 -0.0064809568973492725 -0.0051084334344938592 -0.00012403819469204743
leaf_weight=6733.1500364542007 636.87241685390472 67.153841257095337 203.42090654373169 126.53821861743927 147.75109314918518 938.18468427658081 209.36226677894592 273.34122633934021 41.817999601364136 46.276447415351868 136.13093090057373
leaf_count=3563 289 22 65 43 57 405 105 122 25 31 53
internal_value=0 0.000210843 0.000451076 0.00135092 0.00207863 0.000148704 0.00138516 -0.000123275 -0.000451515 -0.0023383 -0.00138857
internal_weight=0 2826.85 2189.98 550.805 424.267 1639.17 357.113 1435.75 1162.41 224.225 182.407
internal_count=4780 1217 928 227 184 701 162 636 514 109 84
is_linear=0
shrinkage=0.06


Tree=504
num_leaves=12
num_cat=0
split_feature=16 144 119 125 117 68 126 10 86 97 5
split_gain=0.0449168 0.10818 0.13043 0.127216 0.0962179 0.125934 0.184331 0.231894 0.102101 0.0861254 0.162514
threshold=0.0005375427135732026 0.0032328735105693345 0.00038414125447161501 0.0056525857653468856 0.0031340263085439806 0.0023699469165876512 0.0022272822679951791 0.0051502294372767219 0.0058306583669036635 0.0019071503775194289 0.014740333426743748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 -3 7 -7 -6 -1 -11
right_child=1 4 3 -5 8 6 -8 -9 -10 10 -12
leaf_value=3.93772665346767e-05 -0.0019811148457141684 0.00047318919141680997 -0.0010442406727050532 0.0032509481498246809 -0.0011676886225701541 0.00082966027284593115 -0.00072189847108211061 0.0063264488388745134 0.0025123443621238354 -0.00034504436114840792 -0.0035674575998108707
leaf_weight=7583.4736069440842 120.18359994888306 190.10391974449158 53.370094656944275 46.41258180141449 116.33290159702301 47.628080725669861 39.926684021949768 65.802207946777344 35.400169014930725 1202.2541131973267 59.112108588218689
leaf_count=3609 81 138 34 21 78 27 21 26 20 684 41
internal_value=0 0.000457372 -0.000649844 0.000953609 0.0009492 0.0015051 0.00278426 0.00401841 -0.000309116 -3.69814e-05 -0.000496058
internal_weight=0 715.16 219.966 99.7827 495.194 343.461 153.357 113.43 151.733 8844.84 1261.37
internal_count=4780 446 136 55 310 212 74 53 98 4334 725
is_linear=0
shrinkage=0.06


Tree=505
num_leaves=12
num_cat=0
split_feature=99 78 72 50 135 44 32 26 101 84 12
split_gain=0.0514126 0.170474 0.126302 0.0870384 0.46753 0.234593 0.213152 0.201081 0.290749 0.286292 0.162898
threshold=0.11759182065725328 0.0015833032084628942 0.0072436286136507997 0.12767273932695392 0.00039601318712811922 0.001792412775103003 0.0015833032084628942 0.0012357163941487672 0.0014881226234138014 0.00037263428384903824 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 10 7 8 9 -6 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=2.102219576386596e-05 0.0026585326181465755 -0.0026911171492462189 0.0011133645122795993 0.0005820823044011069 -0.0042935947204157257 -0.0066354518505203387 -0.0031901916989078099 -0.0024592461175149331 0.0035195226643930768 0.002258552675192481 -0.0044247243001131632
leaf_weight=8840.6390838623047 105.86502635478973 57.220793008804321 69.65290629863739 50.331347346305847 44.3851318359375 56.544976353645325 49.58746349811554 48.303897380828857 141.46939694881439 52.290730118751526 43.709315180778503
leaf_count=4452 37 37 29 19 27 39 26 25 42 18 29
internal_value=0 0.000880845 -0.000602479 -2.19793e-05 -0.000803203 -0.00358139 0.000441766 0.0010705 0.00178645 -0.000749622 -0.00174504
internal_weight=0 232.739 126.874 9327.26 486.622 150.586 336.037 286.449 238.145 96.6759 94.0407
internal_count=4780 103 66 4677 225 87 138 112 87 45 48
is_linear=0
shrinkage=0.06


Tree=506
num_leaves=12
num_cat=0
split_feature=141 103 145 25 15 135 128 99 40 140 133
split_gain=0.0482226 0.238929 0.201903 0.358376 0.354221 0.284048 0.241418 0.340359 0.198011 0.260239 0.223367
threshold=0.00046126570669002836 0.0032328735105693345 0.004017772153019906 0.0032328735105693345 0.012636432424187662 0.0032328735105693345 0.0026012937305495147 0.00073092587990686308 0.0036604277556762104 0.05109804309904576 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -5 9 10 -4
right_child=-2 -3 8 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0016220120089549927 5.9861700540041153e-05 0.0021832800123596724 -0.0005553621318513147 0.0069950275483683811 -0.0044934122796061711 -0.0061583614878921488 -0.00087261347375799947 0.00075263341115711026 -0.0024346392652680698 0.0039749982758746829 0.0023358074899990744
leaf_weight=449.39398598670959 7984.4032847881317 127.82178473472595 393.93808472156525 51.614913463592529 41.142182946205139 55.869159698486328 87.418630361557007 80.461117506027222 87.62283194065094 73.031989574432373 127.28210246562958
leaf_count=244 4078 44 125 20 27 41 58 45 43 19 36
internal_value=0 -0.000303352 -0.000522892 -0.00119145 0.000615623 -0.00212362 0.00157326 0.00319214 0.000228048 0.000620663 0.000150662
internal_weight=0 1575.6 1447.77 765.9 260.637 505.263 219.495 132.076 681.875 594.252 521.22
internal_count=4780 702 658 435 150 285 123 65 223 180 161
is_linear=0
shrinkage=0.06


Tree=507
num_leaves=12
num_cat=0
split_feature=90 10 101 45 145 54 39 94 117 116 54
split_gain=0.0485976 0.0588237 0.194308 0.139078 0.20807 0.356458 0.478902 0.367016 0.314685 0.448697 0.211341
threshold=0.0070226341485977182 0.0031340263085439806 0.14610802382230761 0.0022975050378590827 0.00093549740267917525 0.004017772153019906 0.00747153488919139 0.0042751494329422721 0.0036604277556762104 0.0022975050378590827 0.00073092587990686308
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5 -10 -6
right_child=-2 2 -4 4 10 -7 -8 -9 9 -11 -12
leaf_value=-9.5925267224753448e-05 0.0017299912729528792 -9.0580806670387433e-05 -0.0035437218929357771 0.00046385120103090274 -0.0014598542695233793 -0.0033935921866341595 -0.0015005674715951876 -0.00055115280981766026 0.0085402656959528683 0.0020622034708221316 0.00071580474106290083
leaf_weight=2259.0471414327621 58.100811243057251 5938.2433383464813 59.248242974281311 45.668697953224182 214.83201193809509 41.886066794395447 83.56793200969696 57.288860201835632 102.01432800292969 61.815375208854675 638.28726208209991
leaf_count=1381 20 2686 31 28 132 20 55 32 34 33 328
internal_value=0 -1.05783e-05 -0.000124694 0.000184721 0.000693804 0.00183757 0.00246297 0.0037045 0.00486824 0.006096 0.000167932
internal_weight=0 9501.9 5997.49 3504.41 1245.36 392.241 350.355 266.787 209.498 163.83 853.119
internal_count=4780 4760 2717 2043 662 202 182 127 95 67 460
is_linear=0
shrinkage=0.06


Tree=508
num_leaves=12
num_cat=0
split_feature=127 8 28 117 54 88 28 79 70 71 125
split_gain=0.0462767 0.157056 0.329069 0.275869 0.195096 0.191909 0.127115 0.160621 0.116582 0.104068 0.102032
threshold=0.017188700847327713 0.00017767510871635753 0.00046126570669002836 0.022641776129603389 0.0062037324532866487 0.0012745757703669371 0.0026012937305495147 0.0013146653072908523 0.0010918468469753864 0.025578102096915249 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 6 -6 9 -8 10 -4 -3
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-3.3931664617690531e-05 -0.0027677846823285653 0.0033348833404518727 -0.00089404724055656287 -0.0046152653416191266 0.005083766249835627 -0.00027848291321567982 0.0037275521029238828 -0.0012494625020409362 0.0043794797048947991 -0.0049500693486545875 -0.00063074980485174471
leaf_weight=8967.5176384449005 48.235830187797546 47.088398456573486 92.620962023735046 45.600630760192871 52.290730118751526 44.453199028968811 43.23770010471344 50.7348952293396 91.677731871604919 30.197837352752686 46.344514608383179
leaf_count=4470 30 19 57 33 18 22 16 37 31 21 26
internal_value=0 0.000513573 0.000804395 -0.000254817 0.000379367 0.00261985 -0.000620456 0.00104051 0.00285939 -0.00189131 0.00136785
internal_weight=0 592.482 544.247 359.136 313.535 96.7439 216.791 93.9726 185.111 122.819 93.4329
internal_count=4780 310 280 204 171 40 131 53 76 78 45
is_linear=0
shrinkage=0.06


Tree=509
num_leaves=12
num_cat=0
split_feature=131 43 121 24 138 62 104 1 59 98 32
split_gain=0.0461204 0.231286 0.593103 0.250912 0.212937 0.266508 0.254514 0.247061 0.325928 0.395579 0.318561
threshold=0.00096484774257987748 0.00085274505545385193 0.00087947337306104611 0.0010263677686452868 0.0012745757703669371 0.0011980500421486797 0.0033348383149132137 0.00082683752407319855 0.011169348377734424 0.0032328735105693345 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 10 -10 -4
right_child=-2 2 4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.00024127413763699236 0.00013469202417643321 -0.0068568195051096677 0.0003323524805413727 -0.0022736848889782033 -0.0010673432461074561 0.00078995856054579576 -0.0064469830223143751 0.00084242966519265585 0.00067281157170994105 -0.0073161667120050346 -0.0025883197717025039
leaf_weight=2707.4492511749268 4675.7540545463562 52.086528539657593 671.66969168186188 246.5856841802597 64.314440250396729 75.394920229911804 62.35505747795105 744.29327809810638 38.0353684425354 53.97784411907196 168.08394944667816
leaf_count=1412 2377 33 258 134 40 36 41 307 17 37 88
internal_value=0 -0.000128942 -0.000589409 -0.00307295 -0.000194459 -0.00203444 -0.00371556 2.73681e-05 -0.000623701 -0.00401377 -0.000252245
internal_weight=0 4884.25 2176.8 298.672 1878.12 202.064 126.669 1676.06 931.767 92.0132 839.754
internal_count=4780 2403 991 167 824 117 81 707 400 54 346
is_linear=0
shrinkage=0.06


Tree=510
num_leaves=12
num_cat=0
split_feature=99 95 141 50 75 7 138 121 110 68 140
split_gain=0.0458507 0.269703 0.177299 0.0786438 0.265323 0.231375 0.275407 0.396897 0.235264 0.234834 0.151594
threshold=0.11759182065725328 0.00077738583786413084 0.0018488886416889729 0.12767273932695392 0.00077738583786413084 0.00017767510871635753 0.00039601318712811922 0.0018488886416889729 0.0012745757703669371 0.0045489775948226461 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 7 9 -9 -5 -6
right_child=1 2 -4 4 10 -7 -8 8 -10 -11 -12
leaf_value=2.0118840617312158e-05 0.0034265174130947624 0.0015367034475808775 -0.0026966242985630318 -0.0073152275266827145 -0.0018508561800352739 0.0025888805524557561 0.0024811978102003795 0.0018562163186622794 -0.0027300851906851878 -0.0012309199286276904 -0.007501050726235632
leaf_weight=8840.6390838623047 89.042532444000244 65.194458484649658 78.501734733581543 57.15272581577301 41.817999601364136 85.867650747299194 68.437407374382019 98.09556245803833 68.301272988319397 38.0353684425354 28.914271235466003
leaf_count=4452 34 23 46 42 25 29 23 36 33 17 20
internal_value=0 0.000831837 -0.000775978 -2.07564e-05 -0.000763352 -0.000185572 -0.00090745 -0.00179401 -2.63329e-05 -0.00488405 -0.00416057
internal_weight=0 232.739 143.696 9327.26 486.622 415.89 330.022 261.585 166.397 95.1881 70.7323
internal_count=4780 103 69 4677 225 180 151 128 69 59 45
is_linear=0
shrinkage=0.06


Tree=511
num_leaves=12
num_cat=0
split_feature=142 69 33 34 64 110 145 40 96 46 33
split_gain=0.0452365 0.183121 0.364177 0.262324 0.26855 0.180866 0.207434 0.325016 0.273633 0.386855 0.260921
threshold=0.0049928687512874612 0.00046126570669002836 0.0036604277556762104 0.04273676127195359 0.00040826165059115743 0.13479631394147876 0.004017772153019906 0.00080172589514404546 0.0054799309000372895 0.0010918468469753864 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 8 9 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.00036125813532609158 0.00014694875643897983 -0.0016497564910267573 0.00010655589758647045 -0.0065025415535575146 0.0017858244875506098 0.0032512978199982431 0.00061144276730315669 0.0020277198141326796 0.003885222821419248 -0.0020586416321909454 -0.0027159352038582637
leaf_weight=1643.8737800121307 4215.824126124382 745.83454716205597 1257.9336371421814 36.007918477058411 92.013212561607361 67.153841257095337 518.38078618049622 566.9520970582962 57.493061780929565 313.47211194038391 45.060948491096497
leaf_count=975 2097 432 596 23 54 22 179 232 17 128 25
internal_value=0 -0.000115922 -0.000547066 -0.00148797 -0.00127246 0.000170191 0.000104406 0.000614273 -0.000118057 -0.000394741 0.00167846
internal_weight=0 5344.18 2131.79 873.856 837.848 3212.39 3145.23 1501.36 889.346 831.853 612.013
internal_count=4780 2683 1105 509 486 1578 1556 581 324 307 257
is_linear=0
shrinkage=0.06


Tree=512
num_leaves=12
num_cat=0
split_feature=10 115 128 68 140 150 34 24 83 107 36
split_gain=0.0492973 0.152797 0.241975 0.240741 0.195676 0.164979 0.58467 0.310961 0.372439 0.254027 0.377605
threshold=0.0031340263085439806 0.099488973617553725 0.020035739988088611 0.0079489401541650313 0.010180860292166473 0.0011615398107096555 0.00055427959887310873 0.011519505176693203 0.076978169381618514 0.0092791137285530585 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 7 -7 8 9 10 -2
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00017905201455500539 -0.0024769756917439791 0.0027181529037164534 -0.0027195332717901166 -0.0070875783079228155 0.0026031214920689033 0.0041940134150284889 -3.3492148026735255e-05 0.0030343570137402738 -0.0068869839696254114 0.0014464782589025105 0.00024373884120957031
leaf_weight=3505.6912417411804 414.46543204784393 68.301272988319397 91.201261520385742 32.157220125198364 34.184670090675354 120.79620468616486 4705.3100621700287 71.68035626411438 37.967301249504089 148.49497699737549 329.75006830692291
leaf_count=2044 237 33 66 20 14 36 2064 23 22 50 171
internal_value=0 -0.000103678 -0.000135876 -0.00245618 -0.00126839 -7.31581e-05 7.23212e-05 -0.000773605 -0.00106689 -0.000819362 -0.00127147
internal_weight=0 6054.31 5986.01 157.543 125.386 5828.46 4826.11 1002.36 930.678 892.71 744.216
internal_count=4780 2736 2703 100 80 2603 2100 503 480 458 408
is_linear=0
shrinkage=0.06


Tree=513
num_leaves=12
num_cat=0
split_feature=3 11 140 23 30 108 68 119 123 68 92
split_gain=0.0460318 0.180724 0.233308 0.305357 0.252909 0.215566 0.288531 0.238134 0.264776 0.178275 0.325567
threshold=0.00096484774257987748 0.011880517937242987 0.010180860292166473 0.020035739988088611 0.00075379351619631063 0.0087224207818508166 0.0031340263085439806 0.0005375427135732026 0.00017767510871635753 0.0051502294372767219 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 8 -7 -8 -11
right_child=1 -3 5 -5 -6 7 9 -9 -10 10 -12
leaf_value=-9.4398917327530708e-05 0.0036338558827449523 -0.00093584647215773234 0.0033902608950966357 -0.0032918417344556658 6.2699772361011414e-05 0.0016730449487485229 -0.003627074490484323 0.00011256626695716268 0.006476025301118387 -0.00055217423443376732 0.0045331814897478532
leaf_weight=6314.0607972145081 74.179421305656433 447.56588232517242 101.13430976867676 94.648411989212036 1899.7799077033997 83.908267974853516 48.167762994766235 83.840200781822205 81.409202933311462 277.12385749816895 54.182045698165894
leaf_count=2951 30 283 51 51 1139 30 35 35 23 130 22
internal_value=0 0.000183627 0.000362673 3.72741e-05 0.0001969 0.00128505 0.000542563 0.00271727 0.00403823 -0.000216383 0.000279489
internal_weight=0 3245.94 2798.37 2068.61 1973.96 729.766 480.608 249.158 165.317 379.474 331.306
internal_count=4780 1829 1546 1220 1169 326 238 88 53 187 152
is_linear=0
shrinkage=0.06


Tree=514
num_leaves=12
num_cat=0
split_feature=29 38 24 54 44 129 129 59 140 77 53
split_gain=0.0490185 0.16137 0.248577 0.213558 0.13073 0.0772012 0.331574 0.241003 0.206098 0.181935 0.286398
threshold=0.074787221848964705 0.0011261500185355546 0.001792412775103003 0.0053125319536775359 0.0038949446752667431 0.0015833032084628942 0.0013146653072908523 0.0019672545604407792 0.031632266007363803 0.00096484774257987748 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 -1 -8 9 10 -7
right_child=1 -3 3 -5 -6 8 7 -9 -10 -11 -12
leaf_value=-7.5514004237709029e-05 -0.0044165297906251458 0.0026859517254913205 -0.0010778613888910917 0.0036672680863895236 -2.348065778916979e-06 0.00014382172366914352 -2.2885832157338502e-05 -0.0043391564275256523 -0.0015637753289067231 0.00053069837237907584 -0.0029132258330083838
leaf_weight=5578.8934715986252 54.721727967262268 103.29789412021637 63.167008519172668 74.315555691719055 43.23770010471344 426.96561253070831 77.962052464485168 115.65708494186401 223.41342687606812 2649.6061428785324 148.76239049434662
leaf_count=2593 30 35 29 20 16 224 38 80 121 1516 78
internal_value=0 0.000708866 -0.000158561 0.0014871 -0.00246818 -2.604e-05 -0.000160229 -0.00260118 0.000198565 0.00032064 -0.000646089
internal_weight=0 338.74 235.442 137.483 97.9594 9221.26 5772.51 193.619 3448.75 3225.33 575.728
internal_count=4780 130 95 49 46 4650 2711 118 1939 1818 302
is_linear=0
shrinkage=0.06


Tree=515
num_leaves=12
num_cat=0
split_feature=21 117 44 52 19 98 127 149 136 127 28
split_gain=0.0452322 0.148851 0.150639 0.127892 0.281827 0.0876181 0.0835225 0.277627 0.252031 0.194395 0.375447
threshold=0.015675474889576439 0.014293605927377941 0.019431582652032379 0.0037758676335215573 0.0013986918493174019 0.0026833302108570938 0.017188700847327713 0.0058306583669036635 0.00044738779251929378 0.0053125319536775359 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 9 8 -8 -1 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=-5.4035871250948482e-06 0.0018930500165109795 0.0021928172070304914 -0.0022507755945540115 -0.0039423184934030955 0.0014524817604189371 -0.00015300716621682026 0.00078431748955441706 0.0026116344793297125 -0.0024690276082997538 -0.0019167596315606322 0.0018609316977429647
leaf_weight=7705.052631020546 198.42277646064758 142.82103025913239 88.366715788841248 65.194458484649658 74.923305153846741 121.47202134132385 277.5274053812027 180.65219712257385 124.0342983007431 462.42899346351624 119.10423541069031
leaf_count=3921 51 38 36 23 23 34 148 70 84 287 65
internal_value=0 0.000467494 1.81479e-05 0.000454 -0.00105763 0.00111611 -3.64347e-05 0.000658217 -0.000220575 -8.52408e-05 -0.00114305
internal_weight=0 691.2 548.379 460.013 140.118 319.895 8868.8 582.214 401.562 8286.59 581.533
internal_count=4780 205 167 131 46 85 4575 302 232 4273 352
is_linear=0
shrinkage=0.06


Tree=516
num_leaves=12
num_cat=0
split_feature=133 93 98 142 141 73 19 15 79 15 47
split_gain=0.0480825 0.22623 0.479888 0.398284 0.26014 0.257415 0.176487 0.246564 0.274652 0.184661 0.305496
threshold=0.010829726699739696 0.0084566329605877417 0.0051502294372767219 0.00899649551138282 0.0056525857653468856 0.00050559637020342063 0.02129978779703379 0.0068083447404205808 0.0033348383149132137 0.0051502294372767219 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 5 -3 -4 9 -8 -9 -2 -11
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=-6.7289363165962064e-05 0.00046500656148100249 0.0045773244069781871 -0.00023577376927975315 0.0036209051379436593 0.00081393511002110812 -0.0054156246366299449 -0.00043602938926252179 0.00057569836561331374 0.0061496458472388472 -0.0035919521250153772 -0.00042197228905697134
leaf_weight=7647.5741350650787 494.72234797477722 161.262570977211 77.422370195388794 51.614913463592529 112.07865536212921 62.35505747795105 142.14035832881927 67.693523526191711 60.06019401550293 136.86995947360992 546.20598232746124
leaf_count=3760 297 65 30 20 57 41 88 30 19 94 279
internal_value=0 0.000269083 0.00142086 -0.00088328 0.00303421 -0.00254652 -0.000100658 0.00128325 0.00319615 -0.000417784 -0.00105715
internal_weight=0 1912.43 464.734 191.392 273.341 139.777 1447.69 269.894 127.754 1177.8 683.076
internal_count=4780 1020 213 91 122 71 807 137 49 670 373
is_linear=0
shrinkage=0.06


Tree=517
num_leaves=12
num_cat=0
split_feature=122 80 150 98 118 7 53 73 121 54 109
split_gain=0.0464237 0.272402 0.140455 0.253579 0.253255 0.237488 0.241652 0.233603 0.228816 0.197718 0.306891
threshold=0.00017767510871635753 0.052634395658969886 0.0019672545604407792 0.010180860292166473 0.0023699469165876512 0.00062670491752214741 0.030689206905663017 0.0053125319536775359 0.0025217677466571335 0.0053125319536775359 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 7 -2 9 8 -5 -7 -11
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-8.8592026654927284e-05 -0.001642962688632403 0.0046315860514240369 -0.00018652916943794968 -0.0011346968358093756 0.0051876571048786284 -0.00037464835765313573 0.0046228390673952882 -0.0030085078302372098 0.0039982433406337134 -0.0010377861068305509 0.0044090984180239733
leaf_weight=6597.8504776954651 198.88953626155853 49.047781229019165 1878.4551751613617 47.628080725669861 77.490437388420105 373.38646101951599 52.966546773910522 39.250867366790771 91.001915216445923 63.030874133110046 91.001915216445923
leaf_count=3306 112 18 895 27 25 253 16 23 33 39 33
internal_value=0 0.000197329 0.000122669 0.000684035 0.0023249 0.000146319 0.000759479 0.00107779 0.00223476 0.000371498 0.00218021
internal_weight=0 2962.15 2913.1 1034.65 255.371 779.275 580.386 177.881 138.63 527.419 154.033
internal_count=4780 1474 1456 561 108 453 341 83 60 325 72
is_linear=0
shrinkage=0.06


Tree=518
num_leaves=12
num_cat=0
split_feature=29 81 108 33 98 140 50 91 63 102 44
split_gain=0.0460664 0.175609 0.19974 0.344005 0.210068 0.151356 0.162828 0.12626 0.141023 0.108843 0.323172
threshold=0.0010585968848317864 0.0058306583669036635 0.0038949446752667431 0.00093549740267917525 0.010180860292166473 0.0051502294372767219 0.0063990866765379914 0.0014427106943912806 0.0053125319536775359 0.00017767510871635753 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -4 -5 -1 -7 -3 -9 10 -2
right_child=9 2 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.00023841922425113336 0.00040299708961058419 -0.0012151787771579961 0.0070944606455151443 -0.00039332087770159343 0.0047464177064395745 -0.00066089576961285011 -0.0048103428740196817 0.0034632069412183996 -0.00057368230262945519 4.6647954459230742e-05 -0.0014006484506620708
leaf_weight=781.23471617698669 691.86155831813812 116.33290159702301 49.723597884178162 90.121896982192993 41.954133987426758 139.91356205940247 44.992881298065186 65.126391291618347 59.719858050346375 6738.72183573246 740.29673480987549
leaf_count=452 347 78 16 50 15 61 30 28 44 3249 410
internal_value=0 0.000319432 0.001339 0.00284075 0.00123932 -0.000126936 -0.00167057 0.000206986 0.00153217 -5.43062e-05 -0.000529325
internal_weight=0 1389.12 422.979 181.8 132.076 966.141 184.906 241.179 124.846 8170.88 1432.16
internal_count=4780 774 231 81 65 543 91 150 72 4006 757
is_linear=0
shrinkage=0.06


Tree=519
num_leaves=12
num_cat=0
split_feature=78 104 144 47 96 0 27 145 117 104 72
split_gain=0.0464472 0.208612 0.318772 0.23848 0.221658 0.213693 0.198018 0.176839 0.181997 0.195635 0.148507
threshold=0.023343417793512348 0.00093549740267917525 0.0020292587578296666 0.019431582652032379 0.0048403022810816774 0.019431582652032379 0.00043393640953581786 0.0072436286136507997 0.0084566329605877417 0.0037758676335215573 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 7 -2 8 9 -4 -6
right_child=1 2 5 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=5.0227266577737178e-05 0.0038723100625865764 -0.0045170176537167395 -0.00059422199891682201 0.0007552313973742072 -0.0030233519567425932 -0.0031660154156988333 0.00015817833624045613 0.003435876353305702 -0.0025185483462107617 0.003275767420928478 0.0022212838796139872
leaf_weight=8354.9162645339966 58.640493512153625 168.89104521274567 115.65708494186401 66.47802460193634 43.101565718650818 60.32760751247406 435.13376903533936 68.369340181350708 73.839085340499878 79.245618581771851 35.400169014930725
leaf_count=4018 28 124 80 24 26 47 291 28 55 39 20
internal_value=0 -0.000348229 -0.00100596 -0.00243525 -0.00329258 0.000122805 0.000599268 0.000711355 1.82217e-05 0.00097928 -0.000658296
internal_weight=0 1205.08 711.31 313.871 247.393 397.439 493.774 337.111 268.742 194.903 78.5017
internal_count=4780 762 443 194 170 249 319 202 174 119 46
is_linear=0
shrinkage=0.06


Tree=520
num_leaves=12
num_cat=0
split_feature=11 45 140 83 133 87 26 11 149 93 115
split_gain=0.0451307 0.177133 0.322181 0.367169 0.286117 0.217586 0.175214 0.234033 0.212521 0.208483 0.244042
threshold=0.0019071503775194289 0.00082683752407319855 0.0038949446752667431 0.013032016810029747 0.0037758676335215573 0.00038414125447161501 0.00037263428384903824 0.00044738779251929378 0.041476719081401832 0.030689206905663017 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -6 7 8 -1 10 -9
right_child=1 -3 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=0.00035368499167822272 -0.00058520695389403842 -1.4621097498632333e-08 0.0065333611479813604 -0.00016014307522915197 0.0043260327608150816 -0.0012101895929513332 0.00074383982770468912 0.00022760507438023223 -0.0025671169337733546 -0.002898567288269374 -0.001172998880586454
leaf_weight=1686.8586324453354 225.57215595245361 4573.8807162046432 88.434782981872559 124.17043268680573 58.03274405002594 45.668697953224182 683.48920023441315 783.40801107883453 94.716479182243347 150.18209099769592 1045.586124420166
leaf_count=819 153 2285 31 74 25 28 295 340 46 69 615
internal_value=0 0.000121507 0.00114725 0.00238274 0.0040261 0.00188796 -0.000139867 -0.000300474 0.000198402 -0.000749542 -0.000573082
internal_weight=0 5115.76 541.879 316.307 192.136 103.701 4444.24 3760.75 1781.58 1979.18 1828.99
internal_count=4780 2596 311 158 84 53 2184 1889 865 1024 955
is_linear=0
shrinkage=0.06


Tree=521
num_leaves=12
num_cat=0
split_feature=150 150 145 54 92 14 106 54 10 145 40
split_gain=0.0463338 0.180678 0.25927 0.259331 0.168324 0.164717 0.15967 0.157175 0.151525 0.320748 0.384159
threshold=0.0053125319536775359 0.0041444667149335155 0.0087224207818508166 0.024810968898236755 0.00017767510871635753 0.0054799309000372895 0.0046923852059990176 0.0035485138650983576 0.00899649551138282 0.0072436286136507997 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -4 6 -3 -8 -1 -10 -11
right_child=-2 2 4 -5 -6 -7 7 -9 9 10 -12
leaf_value=0.00019330293176848335 0.00020385868207321259 -0.0018262007761264477 -0.0018346385998376051 0.0027729013090674721 0.0021771747598420218 0.0007841913755036174 -0.0022072439882989212 -0.0064643239713858269 -0.0014220765069974286 0.00061891599670345604 -0.0035069577173300406
leaf_weight=4454.6792819499969 2826.8500317335129 187.74098908901215 56.141428470611572 38.103435635566711 114.31030690670013 49.58746349811554 55.937226891517639 70.664203643798828 730.77208971977234 885.76753032207489 89.446080327033997
leaf_count=2513 1217 121 21 12 36 26 36 50 395 301 52
internal_value=0 -8.55882e-05 -0.00110518 -0.00193659 0.00085581 -0.00242967 -0.00293666 -0.00458339 9.15823e-06 -0.000471681 0.000240493
internal_weight=0 6733.15 572.485 402.033 170.452 363.93 314.342 126.601 6160.66 1705.99 975.214
internal_count=4780 3563 302 245 57 233 207 86 3261 748 353
is_linear=0
shrinkage=0.06


Tree=522
num_leaves=12
num_cat=0
split_feature=101 71 125 39 8 112 50 60 114 145 110
split_gain=0.0434512 0.210811 0.538668 0.305726 0.300923 0.224428 0.494564 0.208594 0.255812 0.206169 0.410192
threshold=0.0014881226234138014 0.055838862434029586 0.0015833032084628942 0.00064626874518580746 0.0018488886416889729 0.00057154725072905432 0.015200819820165636 0.010829726699739696 0.0054799309000372895 0.0045489775948226461 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 9 6 -6 -1 -9 10 -3
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=-3.0272634974193841e-05 0.00015590822330228312 0.0024091055106794639 -0.0071860027971097683 -0.0020582132267251618 0.0012973028456828904 0.00021515766030707519 -0.006922100736479175 0.0044277968235613202 -0.0012314786719793414 0.0026749885152414299 -0.0036244752791132107
leaf_weight=4880.5946615934372 3846.2105857133865 87.083149671554565 64.922189712524414 117.82066929340363 43.23770010471344 99.379128575325012 67.489321947097778 81.880818009376526 44.317064642906189 151.13017642498016 75.934602499008179
leaf_count=2433 1948 35 43 64 16 37 45 36 32 47 44
internal_value=0 -0.000104949 -0.0010748 -0.00387994 -9.69996e-05 -0.00185474 -0.00371251 3.20021e-05 0.00244042 0.0010786 -0.000401371
internal_weight=0 5713.79 706.997 182.743 524.254 210.106 110.727 5006.79 126.198 314.148 163.018
internal_count=4780 2832 331 107 224 98 61 2501 68 126 79
is_linear=0
shrinkage=0.06


Tree=523
num_leaves=12
num_cat=0
split_feature=62 121 62 38 129 42 44 59 148 91 110
split_gain=0.0415492 0.0729769 0.0643682 0.18211 0.187426 0.262296 0.190613 0.299787 0.230999 0.324086 0.296405
threshold=0.017724351026117805 0.04273676127195359 0.0014427106943912806 0.0036604277556762104 0.0053125319536775359 0.0068083447404205808 0.019431582652032379 0.0098710241727530974 0.0020292587578296666 0.0025217677466571335 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 8 -8 10 -10 -4
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=5.2862457737608223e-05 -0.00036359749588442977 0.0026034195624290478 -0.0017541345131478394 -0.0038208651900720394 -0.00093368530763100126 0.0037076617079995181 0.001233264240668188 -0.0035303793799440659 -0.0030207995624065885 -0.00038286672534384785 0.0037662759577877306
leaf_weight=7983.6642562150955 59.992126822471619 59.384377360343933 65.734140753746033 53.370094656944275 81.000799775123596 95.528430223464966 341.23895144462585 55.261410236358643 287.32431924343109 402.57785630226135 74.923305153846741
leaf_count=4037 24 21 31 34 53 34 137 38 143 205 23
internal_value=0 0.00111236 -1.40657e-05 -0.000380811 -0.000250006 0.00157797 -0.000512985 0.000569341 -0.00102968 -0.00148149 0.0011864
internal_weight=0 119.377 9440.62 1456.96 1403.59 176.529 1227.06 396.5 830.56 689.902 140.657
internal_count=4780 45 4735 698 664 87 577 175 402 348 54
is_linear=0
shrinkage=0.06


Tree=524
num_leaves=12
num_cat=0
split_feature=71 92 33 108 99 30 52 99 40 71 54
split_gain=0.0441663 0.35005 0.192855 0.238008 0.320213 0.31783 0.254125 0.271419 0.250459 0.156538 0.292324
threshold=0.15819545835256579 0.088838413357734694 0.013860232196748258 0.011169348377734424 0.0014881226234138014 0.00050559637020342063 0.0079489401541650313 0.004017772153019906 0.00047558375808876013 0.10522961243987085 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 8 7 -6 -2 -1 -11
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=1.1911994751160939e-05 7.6875612310208733e-05 -0.0042284927348854064 -0.0021455467472159245 -0.0014809051358143166 0.0081677821955585383 0.0040129073510443494 0.00080429464224791359 0.0028998500065482036 -0.0061431684149620075 -0.0028226790457271558 0.0012646279187852232
leaf_weight=8688.4976100921631 70.868405222892761 51.410711884498596 63.774757981300354 86.407333016395569 56.209495663642883 45.872899532318115 87.690899133682251 94.244864106178284 34.724352359771729 184.70224177837372 95.596497416496277
leaf_count=4384 35 35 32 37 16 13 38 33 22 106 29
internal_value=0 0.000502304 0.000952872 0.00136798 0.00199981 -0.000157038 0.00337161 0.00486794 -0.0019686 -3.31108e-05 -0.00142869
internal_weight=0 591.204 539.793 476.018 389.611 151.466 238.145 150.454 105.593 8968.8 280.299
internal_count=4780 261 226 194 157 70 87 49 57 4519 135
is_linear=0
shrinkage=0.06


Tree=525
num_leaves=12
num_cat=0
split_feature=133 53 149 58 37 42 38 131 93 116 106
split_gain=0.0462206 0.192345 0.249951 0.220601 0.24639 0.269482 0.243203 0.24146 0.168819 0.316995 0.247584
threshold=0.010829726699739696 0.0056525857653468856 0.028020657598972324 0.00244467705488205 0.00050559637020342063 0.004017772153019906 0.00037263428384903824 0.0027679565828293566 0.010829726699739696 0.0034400182776153092 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 -5 -6 -7 -3 10 -10 -2
right_child=1 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-6.5973688555773555e-05 -0.00010362324980326167 0.0035109563609638699 -0.002885197541448141 -0.0015975868362727017 0.0037622175513248091 0.0026341162931084227 -0.0020889210669001981 -0.00089531433957401021 -0.00065876552679122616 0.0036737982978673912 -0.0025762987117380425
leaf_weight=7647.5741350650787 734.68599998950958 223.2140805721283 54.789795160293579 140.45324432849884 111.53897309303284 68.369340181350708 92.149346947669983 56.00529408454895 144.30394268035889 105.05307531356812 181.86284077167511
leaf_count=3760 441 88 25 69 49 28 44 31 72 49 124
internal_value=0 0.000263821 0.00101581 0.00132479 0.000443255 0.00149687 -7.72491e-05 0.00262715 -0.00021767 0.00116653 -0.000594255
internal_weight=0 1912.43 746.52 691.73 412.511 272.058 160.519 279.219 1165.91 249.357 916.549
internal_count=4780 1020 334 309 190 121 72 119 686 121 565
is_linear=0
shrinkage=0.06


Tree=526
num_leaves=12
num_cat=0
split_feature=21 68 65 58 11 67 100 42 1 79 31
split_gain=0.0431384 0.171782 0.11044 0.188433 0.0965881 0.130508 0.13073 0.0898925 0.262133 0.163711 0.281198
threshold=0.015675474889576439 0.033603202551603324 0.000490355829242617 0.0053125319536775359 0.016668972559273246 0.00017767510871635753 0.015675474889576439 0.049604203552007682 0.0079489401541650313 0.0038949446752667431 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 -2 -1 9 10 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.5121687244413301e-05 0.0011856211141854694 3.0177231826219709e-05 0.0010621571596690683 -0.0040268461519035893 0.002984933508741201 0.0017117699587913229 -0.0023300837039771111 0.00047780613455183647 0.0040868512764552431 0.0029514283285982205 -0.003606566657619637
leaf_weight=8309.8796857595444 74.923305153846741 98.231696844100952 77.558504581451416 71.004539608955383 84.652151823043823 207.40773928165436 77.422370195388794 346.3780711889267 71.748423457145691 67.221908450126648 73.571671843528748
leaf_count=4420 23 26 20 25 23 58 30 93 18 17 27
internal_value=0 0.000456546 -0.000812743 -0.00167198 0.00116143 0.000732347 -0.000601067 -3.55815e-05 0.00070097 0.000202313 -0.000237742
internal_weight=0 691.2 246.795 169.236 444.406 359.753 152.346 8868.8 558.92 487.172 419.95
internal_count=4780 205 71 51 134 111 53 4575 155 137 120
is_linear=0
shrinkage=0.06


Tree=527
num_leaves=12
num_cat=0
split_feature=29 59 143 65 147 29 88 5 51 35 24
split_gain=0.0437681 0.169084 0.223515 0.172938 0.107598 0.0776339 0.35279 0.291289 0.327987 0.305057 0.328168
threshold=0.074787221848964705 0.0063990866765379914 0.0056525857653468856 0.0016846025246195497 0.00055427959887310873 0.034632634371519096 0.0012745757703669371 0.0026833302108570938 0.0079489401541650313 0.0014427106943912806 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 8 9 10 -7
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=2.0100250819963961e-05 -5.5916113961586259e-05 -0.0045654020883670642 0.003980950112095101 0.0018298029441503529 -0.00037222265403685008 0.00059515309010272385 -0.0046280169687111039 0.0020515057419990181 0.0021834031618687671 -0.0053063426828762845 -0.0053192466808671002
leaf_weight=8650.7977223396301 107.7563419342041 45.668697953224182 91.138049602508545 51.614913463592529 42.561883449554443 141.26519536972046 72.015836954116821 152.27760815620422 83.30051851272583 77.218168616294861 44.3851318359375
leaf_count=4390 41 28 23 20 18 57 46 58 27 45 27
internal_value=0 0.000669828 0.00179387 -0.000928835 -0.00254264 -2.46059e-05 -0.000702554 -0.000135401 -0.00109741 -0.00213707 -0.000818857
internal_weight=0 338.74 198.894 139.845 88.2306 9221.26 570.462 498.447 346.169 262.868 185.65
internal_count=4780 130 64 66 46 4650 260 214 156 129 84
is_linear=0
shrinkage=0.06


Tree=528
num_leaves=12
num_cat=0
split_feature=109 24 60 150 71 56 70 109 10 137 43
split_gain=0.0420766 0.17959 0.311782 0.378134 0.236127 0.235867 0.209618 0.184982 0.23569 0.17706 0.174069
threshold=0.0058306583669036635 0.0081988852471113222 0.0014881226234138014 0.012252715881913902 0.045367386192083366 0.00087947337306104611 0.0013986918493174019 0.037906534969806678 0.0026833302108570938 0.00070876078098081063 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -4 8 -3 -5 -10
right_child=1 2 5 9 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00013932585260487644 5.1375630380944149e-05 -0.00018265742714752788 -0.0076268755781273507 0.0031767159057235926 0.001462237483928025 5.2364233523075533e-05 -0.0027323583490463125 0.0013218070723494011 -0.0042993163800391452 -0.00056320885853420634 -0.00037965184045762678
leaf_weight=4296.4019569158554 4307.6525582075119 126.8056321144104 43.641247987747192 136.94288194179535 103.22982692718506 72.083904147148132 113.22608709335327 60.667943477630615 178.14827680587769 68.301272988319397 52.898479580879211
leaf_count=2324 1974 71 34 41 40 41 68 22 111 33 21
internal_value=0 -0.000113724 -0.000857693 -0.000249606 -0.00110785 -0.00278857 -0.00409404 -0.00174178 -0.00226116 0.00193214 -0.0034019
internal_weight=0 5263.6 955.946 726.994 521.75 228.951 156.867 418.52 357.852 205.244 231.047
internal_count=4780 2456 482 339 265 143 102 225 203 74 132
is_linear=0
shrinkage=0.06


Tree=529
num_leaves=12
num_cat=0
split_feature=133 140 42 39 12 124 135 84 62 69 88
split_gain=0.0416508 0.126008 0.278613 0.325279 0.254932 0.157792 0.172051 0.296302 0.226513 0.20958 0.307515
threshold=0.010829726699739696 0.0068083447404205808 0.0079489401541650313 0.0019071503775194289 0.015200819820165636 0.00747153488919139 0.0032328735105693345 0.00017767510871635753 0.00093549740267917525 0.0035485138650983576 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 8 -8 9 10 -3
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-6.2627377060637347e-05 0.00017120564972498167 0.0016541776826518907 -0.0067266889426848536 -0.00052129332789005607 0.0051386196910860596 -0.0027273806526196816 -0.004108067389601548 0.0010939288532178881 0.003211275817129218 -0.0018773278197816263 -0.0036858661095292779
leaf_weight=7647.5741350650787 832.50929367542267 396.70456326007843 48.167762994766235 82.488567471504211 45.197082877159119 50.802962422370911 66.813505291938782 96.136179685592651 147.75109314918518 102.82142376899719 43.033498525619507
leaf_count=3760 497 160 35 39 15 32 47 37 57 70 31
internal_value=0 0.00025044 -0.000233065 -0.00280897 0.000741027 0.000521177 0.000714595 -0.00103902 0.00112854 0.000561366 0.00113159
internal_weight=0 1912.43 963.166 130.656 949.26 904.063 853.26 162.95 690.311 542.559 439.738
internal_count=4780 1020 571 74 449 434 402 84 318 261 191
is_linear=0
shrinkage=0.06


Tree=530
num_leaves=12
num_cat=0
split_feature=132 36 100 30 42 143 68 146 126 27 101
split_gain=0.0412613 0.186552 0.187658 0.175985 0.143261 0.11394 0.175616 0.192112 0.156535 0.172136 0.105232
threshold=0.007706565549597145 0.00042089859198313212 0.00085274505545385193 0.0095705352723598498 0.0013560238294303419 0.001792412775103003 0.0023699469165876512 0.0032328735105693345 0.00099512818269431613 0.00077738583786413084 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -3 -8 9 -7 -6
right_child=1 5 -4 4 10 8 7 -9 -10 -11 -12
leaf_value=2.4666289935539259e-05 0.00065248437126593721 0.00013946501433134852 -0.004425181562497443 -9.7377063874938704e-05 -0.0016501561001771568 0.0049763397772718595 0.0017076337749930149 0.0066118071870436817 -0.0020138899607595592 0.00026596554229526897 -0.0049361462071118925
leaf_weight=8535.6316735744476 53.438161849975586 107.27987158298492 51.410711884498596 194.63043475151062 160.17835116386414 33.508853435516357 81.205001354217529 44.521266222000122 85.527314782142639 167.74361348152161 44.924814105033875
leaf_count=4131 29 76 35 139 97 16 38 17 54 113 35
internal_value=0 0.000471451 -0.00183726 -3.29572e-05 -0.00126341 0.000937153 0.00192268 0.00344426 0.000136421 0.00105025 -0.0023699
internal_weight=0 624.635 104.849 8935.37 399.734 519.786 233.006 125.726 286.78 201.252 205.103
internal_count=4780 378 64 4402 271 314 131 55 183 129 132
is_linear=0
shrinkage=0.06


Tree=531
num_leaves=12
num_cat=0
split_feature=70 31 135 8 63 49 123 26 8 74 150
split_gain=0.0433197 0.272289 0.159122 0.192697 0.14146 0.303272 0.181237 0.123029 0.115206 0.158609 0.188723
threshold=0.010500331409275534 0.0022975050378590827 0.035692447796463973 0.00087947337306104611 0.0014881226234138014 0.00037263428384903824 0.00017767510871635753 0.020658296532928947 0.0084566329605877417 0.00064626874518580746 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 6 -6 -1 9 10 -5
right_child=1 4 -4 8 5 -7 -8 -9 -10 -11 -12
leaf_value=3.1011251536240179e-05 -0.0038956319561257577 -0.00095481311948928478 -0.004293756258109945 -0.0029295699941024071 0.0019230387541320298 -0.00081300483059199122 0.0063035855783486524 0.0033390149549541587 0.0007129711861898711 0.002041411459509031 -0.00035586990082058434
leaf_weight=8379.6249356269836 63.098941326141357 85.055699706077576 47.56001353263855 165.31261563301086 87.690899133682251 90.661579251289368 55.533679008483887 40.670567870140076 217.87561452388763 56.681110739707947 270.23441183567047
leaf_count=4204 34 41 32 101 38 58 18 14 99 29 112
internal_value=0 -0.000347162 -0.000925281 -0.000718085 0.00114056 0.00190258 0.00362155 4.69891e-05 -0.000435732 -0.000944184 -0.00133272
internal_weight=0 1139.7 820.763 773.203 318.942 233.886 143.225 8420.3 710.104 492.228 435.547
internal_count=4780 562 407 375 155 114 56 4218 341 242 213
is_linear=0
shrinkage=0.06


Tree=532
num_leaves=12
num_cat=0
split_feature=20 142 114 92 4 102 92 65 44 11 105
split_gain=0.043805 0.173041 0.211839 0.173019 0.140036 0.121806 0.0603104 0.247575 0.225123 0.230924 0.256234
threshold=0.030689206905663017 0.00899649551138282 0.0028552538715302949 0.0041444667149335155 0.00096484774257987748 0.0012357163941487672 0.037906534969806678 0.011169348377734424 0.013439828064292671 0.0010263677686452868 0.011169348377734424
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 -1 8 9 10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-7.7047930904172862e-05 -0.0021675550616872797 0.0041026090278867035 0.0041234470422203831 -0.00070237157000594883 -0.0038704015135953168 0.0016891860773540573 -0.0012602120740959248 -0.0033886221725175302 -0.0031739479277696154 0.001550980699388242 0.00411959065964049
leaf_weight=8251.1321895122528 54.721727967262268 45.804832339286804 65.802207946777344 45.060948491096497 50.195212960243225 63.910892367362976 240.03171920776367 57.828542470932007 52.086528539657593 596.67346405982971 36.751802325248718
leaf_count=4114 30 18 26 25 29 22 139 40 33 288 16
internal_value=0 0.000684098 0.000124251 0.00216197 -0.00121384 -8.98148e-05 -2.41129e-05 0.000420046 0.000658014 0.000886524 -0.000545872
internal_weight=0 325.496 279.691 110.863 168.828 118.633 9234.5 983.372 925.544 873.457 276.784
internal_count=4780 150 132 51 81 52 4630 516 476 443 155
is_linear=0
shrinkage=0.06


Tree=533
num_leaves=12
num_cat=0
split_feature=42 98 146 47 60 82 8 105 124 85 145
split_gain=0.0430311 0.148365 0.207083 0.14284 0.172811 0.248271 0.252127 0.161931 0.137205 0.130231 0.235296
threshold=0.032603342086076743 0.00017767510871635753 0.00017767510871635753 0.016164712607860569 0.00017767510871635753 0.0015833032084628942 0.0053125319536775359 0.00042089859198313212 0.0010585968848317864 0.0005375427135732026 0.0062037324532866487
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 9 -6 8 -3 -7 10 -5
right_child=1 3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-4.8709643992662112e-05 0.0013455203961227273 -5.197295272689632e-05 -0.0031353709465333445 0.0030033737500277493 0.00098472041461379308 -0.002520569528162743 0.00068526679235261215 0.0035785271257992354 -0.0070081321667858857 0.0022891154641035481 -0.00043900779541124787
leaf_weight=8338.9981585741043 60.736010670661926 74.315555691719055 95.528430223464966 91.138049602508545 133.7680002450943 61.951509594917297 56.817245125770569 109.24410963058472 40.602500677108765 165.4536052942276 331.44689285755157
leaf_count=4425 17 20 34 23 36 23 19 27 19 43 94
internal_value=0 0.000332669 -0.00139376 0.000586046 0.000268861 -0.000921206 -0.00252094 0.00210869 -0.00429726 0.000862114 0.000303404
internal_weight=0 1221 156.264 1064.74 881.178 293.139 159.371 183.56 102.554 588.039 422.585
internal_count=4780 355 51 304 257 97 61 47 42 160 117
is_linear=0
shrinkage=0.06


Tree=534
num_leaves=12
num_cat=0
split_feature=78 58 73 47 36 33 47 91 128 53 36
split_gain=0.0424371 0.166797 0.214115 0.230337 0.383291 0.31091 0.233579 0.261015 0.211059 0.287615 0.210752
threshold=0.0058306583669036635 0.0062037324532866487 0.013032016810029747 0.013439828064292671 0.00068727668258361529 0.0020932231564074759 0.011519505176693203 0.0042751494329422721 0.0005375427135732026 0.040252277627587325 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 6 -5 -6 7 10 -2 -10 -3
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0001031975221669072 -0.0011126173861736694 0.0023448623364098922 -0.0021291345173739592 0.00089215714293207967 -0.00089405370471414784 -0.0091465168248424933 0.0056568179050601403 -0.0015074372768880135 0.00029783383183186105 -0.0037534797614835976 -0.0010075237681296044
leaf_weight=5736.8498817682266 573.22408270835876 460.41125404834747 82.352433085441589 197.47469103336334 39.318934559822083 28.238454580307007 48.440031766891479 98.36297595500946 2151.2275875806808 64.990256905555725 79.109484195709229
leaf_count=2615 343 197 49 73 18 22 15 64 1297 38 49
internal_value=0 0.000154854 0.000805874 0.00105994 -0.000442431 -0.00434352 0.0016401 0.00133507 -8.64009e-05 0.00017903 0.0018533
internal_weight=0 3823.15 1033.71 951.356 265.032 67.5574 686.324 637.884 2789.44 2216.22 539.521
internal_count=4780 2165 487 438 113 40 325 310 1678 1335 246
is_linear=0
shrinkage=0.06


Tree=535
num_leaves=12
num_cat=0
split_feature=99 133 147 47 35 81 52 102 102 25 1
split_gain=0.0417103 0.144495 0.131111 0.0933417 0.0518173 0.0485337 0.250301 0.353768 0.27231 0.273385 0.385257
threshold=0.11759182065725328 0.002945306478068233 0.00017767510871635753 0.0036604277556762104 0.002945306478068233 0.0031340263085439806 0.0053125319536775359 0.00017767510871635753 0.00052132029668428015 0.0020292587578296666 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 7 -1 9 10 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0013404377333585545 0.0043331208995260381 -0.0041665744711751346 0.00042148720841247549 0.0011936750105899076 -0.00066739877316777225 -0.00014483368177785525 0.00087795915370960135 -0.0042806126659864696 6.7259369838786563e-06 0.0045784202719424752 0.0035926032629511198
leaf_weight=699.01841747760773 56.209495663642883 29.522020697593689 68.369340181350708 47.156465649604797 31.481403470039368 5084.0642142295837 1167.5443266630173 41.142182946205139 2188.4169247150421 98.027495265007019 49.047781229019165
leaf_count=393 16 23 28 14 22 2685 518 27 995 41 18
internal_value=0 0.00079339 0.0021864 -0.000811085 -0.00236079 -1.97971e-05 0.000130018 -0.000153907 0.000195077 0.00238504 1.05854e-06
internal_weight=0 232.739 124.579 108.16 61.0034 9327.26 4243.2 3075.65 2376.63 188.217 90.19
internal_count=4780 103 44 59 45 4677 1992 1474 1081 86 45
is_linear=0
shrinkage=0.06


Tree=536
num_leaves=12
num_cat=0
split_feature=28 7 100 63 59 71 133 27 42 1 110
split_gain=0.0411388 0.215264 0.215279 0.216076 0.179443 0.303581 0.17409 0.392954 0.341083 0.210153 0.227884
threshold=0.00046126570669002836 0.00017767510871635753 0.0068083447404205808 0.0019071503775194289 0.0019672545604407792 0.017724351026117805 0.0054799309000372895 0.00064626874518580746 0.001792412775103003 0.0044099434744566688 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 -8 10 -9
right_child=1 -3 3 -5 -6 -7 8 9 -10 -11 -12
leaf_value=0.00013538410790830599 -0.0061795021797754219 7.5696484423742861e-05 0.0025235625291406463 -0.0018082776912345126 0.0036727745248175646 -0.0040889773081659196 -0.00089488415207501619 -0.00036791890008064853 -0.0058671890173227293 0.0015589724801299057 -0.0042600106356449662
leaf_weight=4378.9974337816238 45.668697953224182 4172.6302168369293 65.194458484649658 98.567177534103394 86.543467402458191 40.534433484077454 120.99555099010468 253.88353300094604 84.243748664855957 143.90039479732513 68.840955257415771
leaf_count=1974 28 2316 23 49 27 24 69 122 53 54 41
internal_value=0 -0.000114427 -0.000901155 0.000475849 0.00164679 -1.15587e-05 -0.0014593 -0.000867754 -0.00293585 -0.000347892 -0.00119815
internal_weight=0 5181 1008.37 290.84 192.272 105.729 717.533 512.294 205.239 466.625 322.724
internal_count=4780 2806 490 123 74 47 367 245 122 217 163
is_linear=0
shrinkage=0.06


Tree=537
num_leaves=12
num_cat=0
split_feature=60 101 140 27 33 145 78 69 22 77 14
split_gain=0.0399287 0.260097 0.234044 0.187811 0.287927 0.186834 0.385939 0.325272 0.308163 0.290678 0.300229
threshold=0.00039601318712811922 0.00017767510871635753 0.13119348138570788 0.0036604277556762104 0.0011261500185355546 0.00093549740267917525 0.014293605927377941 0.0005375427135732026 0.00060774214216507982 0.00068727668258361529 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 6 7 8 9 -3 -11
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00013146728673840409 -0.00058326597573792505 0.00063680057065090649 0.0029235269837289157 2.5492016837940394e-05 -0.0039287892599769968 -0.00026380436628188706 -0.0010377772855424852 0.00036674379175544115 -0.0016465511726003904 0.0081376176556629005 0.0031614915875744359
leaf_weight=4447.5661202669144 202.13248515129089 88.162514209747314 99.379128575325012 243.7462831735611 170.91849517822266 3172.994769692421 361.09048211574554 525.86827075481415 48.911646842956543 64.586709022521973 134.64316320419312
leaf_count=2035 112 51 37 152 118 1613 251 296 28 20 67
internal_value=0 -0.00011437 4.41487e-05 -0.00126976 -0.00211606 -2.09407e-05 0.000609018 0.00129872 0.00275602 0.0035053 0.00477466
internal_weight=0 5112.43 4495.64 616.797 373.051 4396.26 1223.26 862.172 336.304 287.392 199.23
internal_count=4780 2745 2363 382 230 2326 713 462 166 138 87
is_linear=0
shrinkage=0.06


Tree=538
num_leaves=12
num_cat=0
split_feature=78 118 8 81 40 147 40 75 0 32 147
split_gain=0.0408636 0.175676 0.302927 0.235563 0.357222 0.203396 0.235908 0.15949 0.178735 0.16827 0.181036
threshold=0.0058306583669036635 0.0066005610860884198 0.010829726699739696 0.0072436286136507997 0.00047558375808876013 0.00747153488919139 0.0014427106943912806 0.00017767510871635753 0.0015833032084628942 0.00099512818269431613 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 8 -2 10 -9
right_child=7 2 -4 -5 5 -7 -8 9 -10 -11 -12
leaf_value=-1.7017386762975943e-06 0.0010114442931217615 -0.0051812416557823386 0.0010253811273333621 -0.0061401332440498106 0.0011342365185109122 0.0032738794217256287 -0.0035005315696231424 0.0010952154100517641 -0.0027403722832952705 -0.00011031342284766311 -0.00039276126098712876
leaf_weight=5263.5397546291351 68.909022450447083 72.623586416244507 149.50627434253693 47.56001353263855 75.531054615974426 45.129015684127808 82.960182547569275 1156.3909242153168 135.79059493541718 2067.1880404949188 394.87160432338715
leaf_count=2365 36 49 71 32 26 20 52 575 78 1229 247
internal_value=0 -0.000101266 -0.00120849 -0.00223991 -0.00156843 -0.000279872 -0.00129177 0.000151956 -0.00147738 0.000244129 0.000716453
internal_weight=0 5736.85 473.31 323.804 276.244 203.62 158.491 3823.15 204.7 3618.45 1551.26
internal_count=4780 2615 250 179 147 98 78 2165 114 2051 822
is_linear=0
shrinkage=0.06


Tree=539
num_leaves=12
num_cat=0
split_feature=131 149 147 61 14 33 77 15 95 150 113
split_gain=0.0423318 0.137236 0.380318 0.276656 0.249826 0.229277 0.214392 0.204671 0.184547 0.166334 0.219123
threshold=0.00096484774257987748 0.00070876078098081063 0.00068727668258361529 0.0030382014811038975 0.00017767510871635753 0.0011261500185355546 0.001792412775103003 0.014740333426743748 0.034632634371519096 0.0022272822679951791 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 -4 -6 10 -3
right_child=1 9 4 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012353286511356399 0.0063196064266934481 0.00043210452079786956 -0.0027560672820209752 -0.0009607325366351873 -0.00067185715814812219 0.00085451047152144629 -2.4299162861028414e-05 -0.0089451421659437237 0.0029714212851838966 7.1135592796511249e-05 0.0024710344916609888
leaf_weight=4884.2460136413574 64.586709022521973 664.63440108299255 49.451329112052917 63.842825174331665 951.88094258308411 48.303897380828857 45.736765146255493 31.481403470039368 52.8304123878479 2437.4336067438126 265.57176244258881
leaf_count=2403 20 346 36 27 590 25 23 22 26 1141 121
internal_value=0 0.000129041 -0.000392513 0.00219598 -0.000796862 0.00398119 -0.00330789 -0.00516351 -0.000480284 0.000331632 0.00101421
internal_weight=0 4675.75 1308.11 176.733 1131.38 112.891 126.669 80.9327 1004.71 3367.64 930.206
internal_count=4780 2377 769 72 697 45 81 58 616 1608 467
is_linear=0
shrinkage=0.06


Tree=540
num_leaves=12
num_cat=0
split_feature=90 78 147 29 95 113 110 143 99 100 39
split_gain=0.0428054 0.0443516 0.153606 0.30084 0.281771 0.312784 0.264063 0.320277 0.4874 0.256791 0.261669
threshold=0.0070226341485977182 0.0058306583669036635 0.00017767510871635753 0.074787221848964705 0.00244467705488205 0.00050559637020342063 0.0048403022810816774 0.0014881226234138014 0.00017767510871635753 0.00085274505545385193 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -9 10 -7
right_child=-2 -3 3 -5 -6 9 -8 8 -10 -11 -12
leaf_value=0.0006298614780331814 0.0016236254359631615 0.00014819049524048927 -0.00045424283075285197 0.0022297011684745266 -0.00088074749927507373 -0.0054093492454963454 -0.0018473296421934553 0.0077815052835432932 0.0016413587928801013 0.00051857552600671102 0.0010235031946861516
leaf_weight=132.81991481781006 58.100811243057251 3819.299488067627 3578.0133343935013 156.94025754928589 519.52336263656616 55.397544622421265 48.979714035987854 86.611534595489502 100.59462749958038 965.07636082172394 38.643117904663086
leaf_count=58 20 2162 1734 49 238 28 23 22 43 383 20
internal_value=0 -9.9279e-06 -0.0001162 -0.000341465 0.000315786 0.000751062 0.0022554 0.00288332 0.00448212 0.000226936 -0.00276597
internal_weight=0 9501.9 5682.6 3734.95 1947.65 1428.12 369.006 320.026 187.206 1059.12 94.0407
internal_count=4780 4760 2598 1783 815 577 146 123 65 431 48
is_linear=0
shrinkage=0.06


Tree=541
num_leaves=12
num_cat=0
split_feature=0 17 4 108 101 38 115 95 4 80 81
split_gain=0.0411406 0.164045 0.153652 0.183298 0.296487 0.274398 0.251119 0.260431 0.412732 0.35146 0.243464
threshold=0.0058306583669036635 0.074787221848964705 0.0011615398107096555 0.0051502294372767219 0.14610802382230761 0.0026012937305495147 0.013032016810029747 0.00047558375808876013 0.0049928687512874612 0.0046923852059990176 0.0025217677466571335
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 8 9 -5 -9
right_child=1 -3 3 6 -6 -7 -8 10 -10 -11 -12
leaf_value=0.00014366586922135601 0.00023022303381658288 -0.0028018258698645593 -0.0011296073872997662 -0.0013648935642036121 -0.0059703107506597344 0.001581842644207065 -0.0036261453516401613 0.002331328188690827 0.0028130934687935626 -0.0087784748638067671 9.8573183203775087e-05
leaf_weight=3848.6512941122055 3259.06176674366 65.5299391746521 1081.4627637863159 58.640493512153625 41.142182946205139 153.42503988742828 61.679240822792053 238.14525890350342 42.629950642585754 37.899234056472778 671.73290359973907
leaf_count=1864 1675 46 600 28 27 69 43 87 13 27 301
internal_value=0 0.000170459 -9.08854e-05 -0.0004691 -0.000959668 -0.000792731 9.44771e-05 0.000313233 -0.002104 -0.00427529 0.000682959
internal_weight=0 3324.59 6235.41 2386.76 1276.03 1234.89 1110.73 1049.05 139.17 96.5397 909.878
internal_count=4780 1721 3059 1195 696 669 499 456 68 55 388
is_linear=0
shrinkage=0.06


Tree=542
num_leaves=12
num_cat=0
split_feature=49 112 70 123 0 49 106 34 78 135 72
split_gain=0.0434841 0.109086 0.19308 0.123174 0.16813 0.091442 0.257808 0.226967 0.14867 0.20226 0.201228
threshold=0.0012745757703669371 0.0019071503775194289 0.0022272822679951791 0.0060143163427710542 0.001792412775103003 0.000490355829242617 0.013439828064292671 0.010180860292166473 0.0042751494329422721 0.0023699469165876512 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 -1 8 -8 -7 -10 -11
right_child=1 2 -4 4 -6 6 7 -9 9 10 -12
leaf_value=1.8004505585833134e-05 -0.00030992401653431986 0.0045178174873400185 3.7945543344666416e-05 0.004891650914627216 0.00018343561606658262 -0.0015273964574540179 -0.00078808870546339586 -0.0058276391394899733 -0.00034285928686545039 0.0059555831419413341 0.00062976156100561257
leaf_weight=8103.7311428785324 514.58358919620514 60.06019401550293 81.812750816345215 41.886066794395447 78.433667540550232 184.63417458534241 69.65290629863739 59.787925243377686 259.08100938796997 42.629950642585754 63.706690788269043
leaf_count=3936 315 19 41 20 51 111 29 39 169 13 37
internal_value=0 0.000430295 0.00193445 9.4184e-05 0.00182247 -3.80547e-05 -0.000706625 -0.00311583 -0.000139681 0.000561489 0.00276486
internal_weight=0 776.776 141.873 634.903 120.32 8783.22 679.493 129.441 550.052 365.418 106.337
internal_count=4780 446 60 386 71 4334 398 68 330 219 50
is_linear=0
shrinkage=0.06


Tree=543
num_leaves=12
num_cat=0
split_feature=29 81 33 106 33 116 50 125 137 70 92
split_gain=0.0443989 0.153569 0.150071 0.36581 0.257822 0.147405 0.115253 0.111669 0.200812 0.224884 0.264696
threshold=0.0010585968848317864 0.0058306583669036635 0.00093549740267917525 0.000490355829242617 0.0046923852059990176 0.0012357163941487672 0.00244467705488205 0.00017767510871635753 0.0031340263085439806 0.010500331409275534 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 -1 8 9 10 -2
right_child=7 2 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0003836235998989468 -3.5642333950732683e-05 -0.0008015976585153394 -0.0022979509941547754 0.0050062096524834893 0.0036425729496210569 0.00012525482721958752 -0.0009848456473691993 -0.00017409664005344191 0.0031570900059875646 -0.0017684751093901428 0.001686557119038693
leaf_weight=622.0044504404068 1150.9989567995071 64.854122519493103 86.74281370639801 98.09556245803833 78.030119657516479 95.256161451339722 344.13670909404755 6302.207301735878 87.690899133682251 184.29869389533997 445.68427729606628
leaf_count=333 447 48 60 36 33 54 210 3250 38 88 183
internal_value=0 0.000313598 0.00126704 0.0026947 0.000372385 0.00170909 -0.000103821 -5.33143e-05 0.000354031 0.000216016 0.000445077
internal_weight=0 1389.12 422.979 162.95 260.029 173.286 966.141 8170.88 1868.67 1780.98 1596.68
internal_count=4780 774 231 84 147 87 543 4006 756 718 630
is_linear=0
shrinkage=0.06


Tree=544
num_leaves=12
num_cat=0
split_feature=131 43 10 147 68 36 92 104 4 115 42
split_gain=0.0433181 0.162475 0.290807 0.327775 0.414689 0.195484 0.305558 0.290179 0.256644 0.238385 0.194025
threshold=0.00096484774257987748 0.00075379351619631063 0.0020292587578296666 0.00085274505545385193 0.0017376682371832433 0.00017767510871635753 0.0034400182776153092 0.0063990866765379914 0.0060143163427710542 0.010829726699739696 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 10 -4 -9 -8
right_child=1 -3 5 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.00012496381959780018 9.5123407398578974e-05 0.00043824035365214609 -0.0019938575177458344 0.00015926386453847728 0.0074775467631332674 -0.0015356731692768759 0.0003325705607059274 0.00091030832250301233 0.0029935823080808662 0.0054271423997265802 -0.0040238122578453482
leaf_weight=4884.2460136413574 55.329477429389954 2661.3915711641312 520.93820786476135 555.31736898422241 54.250112891197205 338.25856077671051 233.00613915920258 101.94626080989838 39.994751214981079 71.612289071083069 43.709315180778503
leaf_count=2403 33 1222 277 372 17 213 131 39 16 28 29
internal_value=0 0.000130536 -0.000276006 0.000751038 0.00374998 -0.000782042 -0.000172966 0.000850739 -0.00163825 0.00277401 -0.000355553
internal_weight=0 4675.75 2014.36 664.897 109.58 1349.47 788.533 450.274 560.933 173.559 276.715
internal_count=4780 2377 1155 422 50 733 440 227 293 67 160
is_linear=0
shrinkage=0.06


Tree=545
num_leaves=12
num_cat=0
split_feature=45 42 133 132 45 100 73 92 97 77 28
split_gain=0.0417909 0.22845 0.449219 0.269339 0.221566 0.252517 0.296538 0.289167 0.392761 0.344721 0.280617
threshold=0.0022975050378590827 0.0079489401541650313 0.0042751494329422721 0.00080172589514404546 0.0035485138650983576 0.00017767510871635753 0.0044099434744566688 0.0072436286136507997 0.00017767510871635753 0.0011261500185355546 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -2 8 -7 -9 -11
right_child=4 2 3 -5 -6 7 -8 9 -10 10 -12
leaf_value=-7.6261404862061689e-05 -0.0056132562779845161 0.0014458187887163901 -0.0092589796958076793 -0.0016465636547081477 -6.4240323171414483e-05 0.0015720962513031923 0.00095385053055660745 -0.0015103942416536933 -0.0016504727589652152 0.0056391558166571706 0.0014860871486182601
leaf_weight=3119.7997449636459 44.317064642906189 52.222662925720215 38.506983518600464 29.590087890625 5319.4818367958069 402.91819226741791 56.073361277580261 54.721727967262268 205.64284753799438 130.38891696929932 106.3366414308548
leaf_count=1852 32 23 30 18 2353 180 26 30 140 46 50
internal_value=0 -0.000175201 -0.00274064 -0.00595117 8.98234e-05 0.000909036 -0.00194518 0.00122741 0.000483137 0.00278149 0.00377361
internal_weight=0 3240.12 120.32 68.0971 6319.88 1000.4 100.39 900.008 608.561 291.447 236.726
internal_count=4780 1923 71 48 2857 504 58 446 320 126 96
is_linear=0
shrinkage=0.06


Tree=546
num_leaves=12
num_cat=0
split_feature=29 0 68 77 76 148 29 37 98 78 143
split_gain=0.0427791 0.123653 0.162045 0.150933 0.141224 0.131671 0.119862 0.164988 0.252379 0.195581 0.112473
threshold=0.0010585968848317864 0.0034400182776153092 0.05109804309904576 0.012636432424187662 0.00038414125447161501 0.0005893622583243997 0.00057154725072905432 0.00087947337306104611 0.0026833302108570938 0.0068083447404205808 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -3 8 9 -8 -7
right_child=-2 4 -4 -5 -6 10 7 -9 -10 -11 -12
leaf_value=-0.0033117585363599995 -5.2332750327454784e-05 0.00049818331101802408 0.0020446793842919288 0.00097365774210941185 -0.00067880414497473347 -0.00024578902112611025 0.0050537585357805443 -0.00043842454594249756 0.0058572213706828717 -0.00034365074216062368 -0.0032101324366103309
leaf_weight=83.635999202728271 8170.8801288604736 271.37698829174042 96.340381264686584 161.59805166721344 158.42316997051239 317.18182063102722 35.468236207962036 59.112108588218689 76.206871271133423 75.866535305976868 53.909776926040649
leaf_count=50 4006 171 22 88 83 189 15 41 24 49 42
internal_value=0 0.000307824 -0.000243695 -0.0006014 0.000888867 -0.00116113 0.00136829 0.00232561 0.00319682 0.00137582 -0.00067643
internal_weight=0 1389.12 712.666 616.326 676.454 454.728 518.031 246.654 187.542 111.335 371.092
internal_count=4780 774 391 369 383 281 300 129 88 64 231
is_linear=0
shrinkage=0.06


Tree=547
num_leaves=12
num_cat=0
split_feature=136 22 138 147 135 59 108 46 5 85 1
split_gain=0.0390639 0.150754 0.247231 0.440476 0.280768 0.248857 0.26085 0.214466 0.304602 0.212394 0.206407
threshold=0.00040826165059115743 0.00066645268816500913 0.00017767510871635753 0.00055427959887310873 0.00017767510871635753 0.0022975050378590827 0.013032016810029747 0.015200819820165636 0.0044099434744566688 0.0014427106943912806 0.091400381177663817
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 -4 -5 -7 10 -9 -6 -2
right_child=1 2 4 5 9 6 -8 8 -10 -11 -12
leaf_value=-8.2174473848796263e-05 0.00056630095843283022 -0.0072672218649320313 -0.0032811221489142087 0.0030290893870836095 0.0017678205172667286 -0.0053868641472045904 0.0011894348988883195 -0.00026490810414419002 -0.0056043684540594751 -0.00070903242985291169 0.0046963873062008344
leaf_weight=6552.240136384964 1890.8240765333176 50.127145767211914 78.433667540550232 43.913516759872437 259.96588289737701 49.451329112052917 38.711185097694397 267.39501082897186 44.924814105033875 239.42396974563599 44.589333415031433
leaf_count=3369 844 34 51 14 104 36 15 130 35 136 12
internal_value=0 0.000179013 -0.00055149 -0.00247861 5.61819e-05 -0.000661174 -0.00249928 0.000426018 -0.00103295 0.000580336 0.000661453
internal_weight=0 3007.76 760.027 182.203 577.824 132.076 88.1625 2247.73 312.32 499.39 1935.41
internal_count=4780 1411 390 99 291 65 51 1021 165 240 856
is_linear=0
shrinkage=0.06


Tree=548
num_leaves=12
num_cat=0
split_feature=77 68 59 77 52 79 25 91 128 47 138
split_gain=0.0421077 0.180738 0.0597315 0.0528037 0.162684 0.197378 0.148998 0.11225 0.209472 0.232807 0.204044
threshold=0.066585760563611998 0.0035485138650983576 0.00064626874518580746 0.007706565549597145 0.00017767510871635753 0.0038949446752667431 0.030689206905663017 0.00075379351619631063 0.00046126570669002836 0.019431582652032379 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -5 -1 8 -6 10 -10
right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 -12
leaf_value=-2.7943375203597253e-05 0.0019321356196013632 -0.004891129323163843 -0.00089258289426160297 0.0043740271917068439 -0.0034534428752318312 -0.00044662989480155374 -0.0029028035433760887 0.00054969417697401767 0.0018723818228429904 -0.0039773254761259263 -0.00059383483014046928
leaf_weight=7568.1340254545212 41.817999601364136 33.372719049453735 75.798468112945557 74.179421305656433 74.651036381721497 52.018461346626282 65.461871981620789 1001.8816645145416 189.50102555751801 50.195212960243225 332.98816192150116
leaf_count=3640 25 26 54 30 43 38 51 538 87 29 219
internal_value=0 -0.000994036 0.000111733 1.59516e-05 0.000310683 0.00238696 -5.25967e-05 0.000151806 -0.000464006 -7.43243e-05 0.000300635
internal_weight=0 150.989 117.616 9409.01 1775.41 126.198 7633.6 1649.22 647.335 572.684 522.489
internal_count=4780 105 79 4675 984 68 3691 916 378 335 306
is_linear=0
shrinkage=0.06


Tree=549
num_leaves=12
num_cat=0
split_feature=78 93 106 118 91 57 8 140 29 80 29
split_gain=0.0389363 0.197438 0.193834 0.176055 0.157669 0.162696 0.129704 0.319769 0.219416 0.180697 0.148912
threshold=0.023343417793512348 0.00017767510871635753 0.00080172589514404546 0.0084566329605877417 0.0022272822679951791 0.0003614811430452392 0.0053125319536775359 0.0079489401541650313 0.0017376682371832433 0.0062037324532866487 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -4 -6 7 10 -8 -9 -2
right_child=1 2 4 -5 5 -7 8 9 -10 -11 -12
leaf_value=4.5987249068469102e-05 0.00078841322267844053 -0.00055836200364381135 -0.0028883507864022788 0.0037240289415145468 -0.0015297465469543616 0.0021809991122184618 0.0015246296735303771 0.0053053607705530938 -0.0032002697434145113 0.00071005877313031992 -0.0020767645952238681
leaf_weight=8354.9162645339966 221.78952479362488 121.46716606616974 215.84330928325653 48.303897380828857 176.864710688591 56.00529408454895 63.706690788269043 78.098186850547791 79.581099271774292 50.871029615402222 92.552894830703735
leaf_count=4018 145 82 153 25 110 31 37 28 62 27 62
internal_value=0 -0.000318832 -0.00106677 0.00066008 -0.00172012 -0.000637311 0.000469758 0.000976991 -0.00109955 0.00349278 -5.51907e-05
internal_weight=0 1205.08 618.484 169.771 448.713 232.87 586.599 443.312 143.288 128.969 314.342
internal_count=4780 762 401 107 294 141 361 262 99 55 207
is_linear=0
shrinkage=0.06


Tree=550
num_leaves=12
num_cat=0
split_feature=21 19 44 124 52 90 53 127 122 96 107
split_gain=0.0417876 0.178264 0.274426 0.188119 0.131733 0.104102 0.087425 0.0728928 0.185853 0.129889 0.145963
threshold=0.015675474889576439 0.002945306478068233 0.0051502294372767219 0.00017767510871635753 0.0033348383149132137 0.0003614811430452392 0.0081988852471113222 0.017188700847327713 0.0011261500185355546 0.0054799309000372895 0.015675474889576439
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 6 -3 -2 -1 9 10 -9
right_child=1 5 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.0614669307333255e-05 -9.3026567971289521e-05 0.0026757564116922056 -0.00046988377091099757 -0.0047475519382156883 -0.0011210070710181187 -2.9281146716194368e-06 0.0024706267699809714 0.001137287198868795 0.0029240018202627916 -0.0016670797367620744 -0.0023633587163278103
leaf_weight=8286.5858598947525 72.356172919273376 157.6841413974762 84.584084630012512 65.802207946777344 91.069982409477234 78.098186850547791 141.60553133487701 316.9824743270874 103.16175973415375 112.48220324516296 49.58746349811554
leaf_count=4273 21 42 28 26 28 28 32 156 45 75 26
internal_value=0 0.000449341 -0.000243975 -0.0023416 0.000790191 0.0017885 0.00160367 -3.50199e-05 0.000613925 0.00011646 0.00066374
internal_weight=0 691.2 455.418 150.386 305.032 235.782 213.962 8868.8 582.214 479.052 366.57
internal_count=4780 205 135 54 81 70 53 4575 302 257 182
is_linear=0
shrinkage=0.06


Tree=551
num_leaves=12
num_cat=0
split_feature=132 36 100 3 30 22 126 129 74 138 9
split_gain=0.0394324 0.153886 0.162546 0.14954 0.14462 0.141456 0.199597 0.114294 0.113749 0.243676 0.221561
threshold=0.007706565549597145 0.00042089859198313212 0.00085274505545385193 0.0027679565828293566 0.0095705352723598498 0.0013146653072908523 0.00075379351619631063 0.0053125319536775359 0.0020932231564074759 0.0026833302108570938 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 6 -6 -8 -1 10 -10
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-1.4988682960506101e-05 0.00068120631927011258 0.003542927847439049 -0.0040445245525899754 0.00049435368225897317 -0.00078425316267213114 0.0015242182732857156 -0.0070618014011106555 -0.002481477492259051 0.00073221629435816745 -0.0020399476312996483 0.0053159636443395521
leaf_weight=8323.0264579057693 53.438161849975586 66.409957408905029 51.410711884498596 453.37596344947815 254.41835999488831 60.531809091567993 30.805586814880371 53.97784411907196 93.500980257987976 55.193343043327332 63.910892367362976
leaf_count=4026 29 29 35 285 178 32 24 37 40 43 22
internal_value=0 0.000460884 -0.00163597 0.000883852 -3.22185e-05 -0.00114765 -0.00162445 -0.00414571 2.00182e-05 0.00139046 0.00259327
internal_weight=0 624.635 104.849 519.786 8935.37 399.734 339.202 84.7834 8535.63 212.605 157.412
internal_count=4780 378 64 314 4402 271 239 61 4131 105 62
is_linear=0
shrinkage=0.06


Tree=552
num_leaves=12
num_cat=0
split_feature=48 62 1 71 19 113 62 106 96 1 21
split_gain=0.0420161 0.0483326 0.168242 0.188743 0.268124 0.168394 0.154659 0.142085 0.271481 0.25553 0.192444
threshold=0.011169348377734424 0.00085274505545385193 0.012252715881913902 0.10522961243987085 0.0054799309000372895 0.013439828064292671 0.0011980500421486797 0.004017772153019906 0.0092791137285530585 0.0044099434744566688 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -4 8 9 -3 -9
right_child=-2 2 6 4 -6 -7 -8 10 -10 -11 -12
leaf_value=6.4790298871632461e-05 0.0015054884825670824 0.00064569541082388105 -0.0054474138888706662 -0.0083202771717878037 0.00013274796389816523 -0.0021129876649419402 -0.0010363119868982509 -0.0018983229557951904 -0.0020752415364570843 0.0040420673684431266 6.3365093560807882e-06
leaf_weight=7250.5924477577209 66.273823022842407 586.94461739063263 39.250867366790771 30.805586814880371 76.746553540229797 32.157220125198364 105.59275758266449 240.57140147686005 112.48220324516296 92.285481333732605 926.29710853099823
leaf_count=3668 39 288 23 24 32 20 57 147 75 34 373
internal_value=0 -1.05095e-05 -0.000253905 -0.000117381 -0.00224803 -0.00515001 -0.00223167 3.46022e-05 0.000655016 0.00110715 -0.000386344
internal_weight=0 9493.73 2243.13 2098.29 139.709 62.9628 144.844 1958.58 791.712 679.23 1166.87
internal_count=4780 4741 1073 993 76 44 80 917 397 322 520
is_linear=0
shrinkage=0.06


Tree=553
num_leaves=12
num_cat=0
split_feature=150 47 133 21 80 115 23 21 102 109 119
split_gain=0.0422436 0.144356 0.356266 0.247302 0.200303 0.206476 0.272569 0.197162 0.180824 0.35949 0.168205
threshold=0.0053125319536775359 0.00747153488919139 0.010829726699739696 0.0092791137285530585 0.0041444667149335155 0.00068727668258361529 0.020035739988088611 0.0020292587578296666 0.00073092587990686308 0.013032016810029747 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 9 -3 -10
right_child=1 8 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-8.1723136743243617e-05 0.0012996615589693633 -0.0025509172124026261 0.0012513653107997468 0.00068897592915695101 -0.0037251343924918899 -0.0024091075458924855 0.0045823455637572057 -0.0043359574608092888 0.0012863481759403934 0.0010630286217754201 -5.3183059906862981e-05
leaf_weight=6733.1500364542007 50.871029615402222 186.72969174385071 314.41534209251404 178.08506488800049 152.27275288105011 178.75602626800537 43.913516759872437 39.858616828918457 946.29933941364288 211.12230324745178 524.52634799480438
leaf_count=3563 27 100 154 68 106 114 14 26 333 71 204
internal_value=0 0.000194653 -0.000404121 -0.00121267 -0.00193991 -0.00107252 0.00070198 -0.00117613 0.000501676 -0.000633157 0.000808644
internal_weight=0 2826.85 958.172 643.757 465.672 313.399 134.643 90.7296 1868.68 397.852 1470.83
internal_count=4780 1217 509 355 287 181 67 53 708 171 537
is_linear=0
shrinkage=0.06


Tree=554
num_leaves=12
num_cat=0
split_feature=120 34 77 72 60 102 117 58 135 75 95
split_gain=0.0408554 0.158937 0.335223 0.211524 0.332751 0.180869 0.223518 0.213433 0.14013 0.169813 0.162732
threshold=0.0003614811430452392 0.0010263677686452868 0.0030382014811038975 0.00017767510871635753 0.00085274505545385193 0.017724351026117805 0.04673989117145539 0.0031340263085439806 0.010500331409275534 0.0013146653072908523 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 8 -8 -5 10 -10
right_child=1 3 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=-6.2970395361010086e-05 0.0056087976492166782 -0.0050708096528725771 -0.0015847331768747365 0.00050004446905115615 0.0014983091628098992 0.0022388660058566038 0.00051083004793271995 -0.0049308109735492862 -0.000309562498396312 0.00020073000079441663 -0.0061088159752777432
leaf_weight=7600.9476411342621 56.209495663642883 67.6254563331604 39.858616828918457 1307.5211006402969 47.088398456573486 155.45248985290527 45.804832339286804 59.855992436408997 30.941721200942993 108.83570647239685 39.858616828918457
leaf_count=3850 16 35 26 622 19 63 18 34 14 57 26
internal_value=0 0.000244319 0.0026242 0.000121596 -0.00237428 0.000285365 9.47113e-05 -0.00257182 0.000284165 -0.00128716 -0.00357438
internal_weight=0 1959.05 96.0681 1862.98 114.714 1748.27 1592.82 105.661 1487.16 179.636 70.8003
internal_count=4780 930 42 888 54 834 771 52 719 97 40
is_linear=0
shrinkage=0.06


Tree=555
num_leaves=12
num_cat=0
split_feature=60 17 51 106 129 58 108 8 100 87 146
split_gain=0.0398554 0.183375 0.188631 0.196315 0.191767 0.206095 0.228374 0.272334 0.180312 0.202264 0.201716
threshold=0.0045489775948226461 0.19438949227333072 0.0020932231564074759 0.024810968898236755 0.0015833032084628942 0.0013560238294303419 0.0044099434744566688 0.0053125319536775359 0.0028552538715302949 0.0072436286136507997 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 7 -7 9 -2 -10
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-5.4894998725640322e-05 -0.00036379843636706171 0.0034738593730822887 0.0020099390384557851 0.003400241355726395 0.0010358304914013369 -0.0069070456787340582 0.00014241235851851058 -0.00082151472666289616 -0.003885932825906139 0.0042415969007800576 -0.00021368936019925449
leaf_weight=7961.4497948884964 346.77190852165222 61.951509594917297 67.693523526191711 86.47540020942688 567.14658808708191 51.342644691467285 108.97184085845947 54.653660774230957 109.2392543554306 38.103435635566711 106.20050704479218
leaf_count=3906 207 23 30 32 313 40 47 35 75 12 60
internal_value=0 0.0002734 0.000144366 0.000676674 0.000399527 -0.000877183 -0.00178634 -0.00376923 -0.00068585 9.2145e-05 -0.00207571
internal_weight=0 1598.55 1536.6 936.284 849.808 282.662 214.968 105.996 600.315 384.875 215.44
internal_count=4780 874 851 497 465 152 122 75 354 219 135
is_linear=0
shrinkage=0.06


Tree=556
num_leaves=12
num_cat=0
split_feature=71 99 43 40 82 108 52 10 95 8 21
split_gain=0.0414005 0.172256 0.212601 0.233535 0.198853 0.184302 0.248728 0.181497 0.268562 0.228532 0.196049
threshold=0.15819545835256579 0.0011615398107096555 0.0056525857653468856 0.00099512818269431613 0.0058306583669036635 0.007706565549597145 0.0046923852059990176 0.0020292587578296666 0.0042751494329422721 0.0018488886416889729 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 8 9 -3 -9
right_child=1 5 4 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-3.2057260331334521e-05 -0.0072443449268373211 0.0012429886897501363 0.0033139971901218136 -0.00047330970536006858 -0.0019391010003193393 0.001409415268573968 -0.0046574161646306339 0.0058845246020036348 0.0046624800626749261 -0.0041015688705836901 0.0015373424360492841
leaf_weight=8968.7963492870331 33.440786242485046 68.977089643478394 51.68298065662384 40.602500677108765 52.086528539657593 59.384377360343933 41.21025013923645 63.978959560394287 40.670567870140076 49.451329112052917 89.718349099159241
leaf_count=4519 21 31 15 19 33 21 22 17 14 36 32
internal_value=0 0.000486321 -0.00107528 -0.00353137 0.000677234 0.00115802 -0.00107596 0.00187646 0.000455914 -0.000988701 0.00334693
internal_weight=0 591.204 177.813 74.0433 103.77 413.391 100.595 312.796 159.099 118.428 153.697
internal_count=4780 261 88 40 48 173 43 130 81 67 49
is_linear=0
shrinkage=0.06


Tree=557
num_leaves=12
num_cat=0
split_feature=101 22 125 63 105 96 59 115 120 5 26
split_gain=0.04162 0.286737 0.216895 0.184913 0.233837 0.242873 0.18714 0.169068 0.276295 0.259853 0.236686
threshold=0.010829726699739696 0.0010918468469753864 0.0066005610860884198 0.0021592099219560628 0.0036604277556762104 0.0026833302108570938 0.0072436286136507997 0.0014427106943912806 0.00038414125447161501 0.00096484774257987748 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -7 9 -9 -2 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=-4.7346018792726432e-05 0.0024401894430941232 -0.0024320844964573888 0.0018453832770951055 0.0056808134459951764 0.00025563483455618802 0.0031406135205516443 -0.0018441999845958035 -0.0024088190548114037 0.0034526909952270891 0.00041474755957350703 -0.0047977616796863942
leaf_weight=8363.7505271434784 185.24677932262421 193.0113879442215 54.789795160293579 83.908267974853516 184.77030897140503 81.880818009376526 40.534433484077454 157.54315173625946 35.468236207962036 138.56192874908447 40.534433484077454
leaf_count=4179 66 115 25 30 101 36 24 100 15 65 24
internal_value=0 0.000331027 -0.00148632 0.000805845 0.00180597 0.00319435 0.00149003 0.000104061 -0.00133169 0.000864654 -0.000764987
internal_weight=0 1196.25 247.801 948.448 391.094 206.324 122.415 557.355 193.011 364.343 179.096
internal_count=4780 601 140 461 191 90 60 270 115 155 89
is_linear=0
shrinkage=0.06


Tree=558
num_leaves=12
num_cat=0
split_feature=49 39 88 11 94 68 11 16 80 33 56
split_gain=0.0392849 0.0973207 0.112006 0.129064 0.116456 0.105812 0.0956317 0.0983704 0.0850455 0.078993 0.0761661
threshold=0.0012745757703669371 0.0019071503775194289 0.0062037324532866487 0.0019071503775194289 0.0014427106943912806 0.0068083447404205808 0.00085274505545385193 0.0025217677466571335 0.00042089859198313212 0.011519505176693203 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 -2 -6 -3 9 -4 10 -8
right_child=1 6 3 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-3.6170627487796208e-05 0.0035921624572703282 0.0018932162304245265 -0.00023118987509485983 0.002284622690527201 -0.0010640061342508326 0.0028532031728891599 -0.0025859945335601369 0.0024011117920511756 -0.0042405875786609868 0.00098606259656930676 -0.00052427322616718471
leaf_weight=8783.2237998247147 96.204246878623962 68.165138602256775 58.504359126091003 50.263280153274536 56.00529408454895 44.589333415031433 105.32048881053925 36.683735132217407 28.238454580307007 66.341890215873718 166.46004736423492
leaf_count=4334 32 43 38 24 31 12 77 21 22 34 112
internal_value=0 0.000408991 0.00118265 -0.000134597 0.00209968 0.000672327 -0.000174003 -0.000549964 -0.00153642 -0.000870133 -0.00132323
internal_weight=0 776.776 333.805 137.006 196.799 100.595 442.971 374.806 86.7428 338.122 271.781
internal_count=4780 446 159 84 75 43 287 244 60 223 189
is_linear=0
shrinkage=0.06


Tree=559
num_leaves=12
num_cat=0
split_feature=133 86 59 0 53 127 149 107 136 127 50
split_gain=0.0386712 0.138125 0.186762 0.0671408 0.0521322 0.0493313 0.193133 0.178312 0.182823 0.15938 0.321243
threshold=0.044033329933881767 0.0026833302108570938 0.0063990866765379914 0.019431582652032379 0.001792412775103003 0.017188700847327713 0.0058306583669036635 0.015675474889576439 0.00044738779251929378 0.0098710241727530974 0.05109804309904576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 9 7 8 -7 -1 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=2.2926702715317973e-05 -0.0024054354868085137 0.0024848655425046134 0.0017982814613579248 -0.00077728073950159861 -0.0055676138380129792 0.0012208490534301403 0.0021634252395590892 -0.0037504249778758584 -0.001722979865380502 -0.0026930939994629301 0.0032094019653667646
leaf_weight=8576.3605980873108 38.506983518600464 36.075985670089722 41.278317332267761 35.400169014930725 36.615667939186096 233.81809020042419 183.21932935714722 44.992881298065186 112.48220324516296 180.57927465438843 40.670567870140076
leaf_count=4236 30 18 17 20 26 119 72 30 75 123 14
internal_value=0 -0.000852311 -0.0016454 -0.00293156 -0.00394672 1.70858e-05 0.00055576 -0.000197014 0.000264661 -1.80914e-05 -0.00160809
internal_weight=0 187.877 151.801 110.523 75.1227 9372.12 574.513 391.293 346.3 8797.61 221.25
internal_count=4780 111 93 76 56 4669 296 224 194 4373 137
is_linear=0
shrinkage=0.06


Tree=560
num_leaves=12
num_cat=0
split_feature=99 78 79 18 138 50 12 101 149 150 114
split_gain=0.040426 0.116718 0.10139 0.0584314 0.1307 0.0675812 0.190559 0.166662 0.308407 0.213702 0.199971
threshold=0.11759182065725328 0.0015833032084628942 0.0044099434744566688 0.13848232477903369 0.00017767510871635753 0.0038949446752667431 0.0033348383149132137 0.0022272822679951791 0.0016331639490090313 0.0036604277556762104 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 8 10 -9 -8
right_child=1 2 -4 4 -6 6 7 9 -10 -11 -12
leaf_value=0.00016636152217208488 0.0022520200543396265 -0.0019869662998451619 0.0014210122193576665 -0.0034938175499681871 0.00082998611552369001 -0.00036727478491489546 -0.0024492303604678831 0.00028981655450611624 0.0021138011314753664 -0.0030031947148860105 0.00077502276640136424
leaf_weight=4398.1585819721222 105.86502635478973 69.516771912574768 57.356927394866943 53.370094656944275 47.628080725669861 3696.9182235002518 109.2392543554306 318.60152113437653 422.91556787490845 91.269328713417053 189.16068959236145
leaf_count=2234 37 39 27 34 27 1766 75 180 188 61 112
internal_value=0 0.00078108 -0.000446291 -1.94899e-05 -0.00145483 -3.77758e-06 -0.000158766 0.000522679 0.00107167 -0.000443465 -0.000405323
internal_weight=0 232.739 126.874 9327.26 100.998 9226.26 4828.1 1131.19 721.316 409.871 298.4
internal_count=4780 103 66 4677 61 4616 2382 616 375 241 187
is_linear=0
shrinkage=0.06


Tree=561
num_leaves=12
num_cat=0
split_feature=150 150 100 50 68 117 77 149 88 47 88
split_gain=0.0395083 0.134727 0.196637 0.465226 0.178271 0.167684 0.154061 0.143303 0.187151 0.122192 0.24985
threshold=0.0053125319536775359 0.0041444667149335155 0.0049928687512874612 0.010500331409275534 0.015675474889576439 0.027182282879948619 0.0030382014811038975 0.0058306583669036635 0.0020292587578296666 0.00747153488919139 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 6 -3 -4 -9 10 -2
right_child=9 2 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=2.7828399200169125e-06 0.00025952293742539001 -0.0035428140504486947 -0.0025166141255213575 -0.0067366796963550194 0.0021428163639163984 0.0016221017980817235 5.9944579696543285e-05 -0.0017393640639412947 0.0036869152385524853 0.0004707174659508332 -0.0018714397178179493
leaf_weight=6160.6649823188782 678.41814768314362 93.768393754959106 81.744683623313904 62.286990284919739 96.880063533782959 67.761590719223022 78.501734733581543 46.344514608383179 45.197082877159119 1868.6776823997498 279.75420165061951
leaf_count=3261 334 68 46 46 30 25 46 26 15 708 175
internal_value=0 -7.9033e-05 -0.000959475 -0.00228931 -2.96393e-05 -0.000906472 -0.00190107 -0.000690718 0.000939768 0.000188245 -0.000362647
internal_weight=0 6733.15 572.485 235.573 336.912 240.032 172.27 173.286 91.5416 2826.85 958.172
internal_count=4780 3563 302 133 169 139 114 87 41 1217 509
is_linear=0
shrinkage=0.06


Tree=562
num_leaves=12
num_cat=0
split_feature=120 135 58 1 81 60 135 19 104 118 71
split_gain=0.0393506 0.156396 0.266137 0.152209 0.336946 0.230736 0.213219 0.188773 0.155462 0.155415 0.231122
threshold=0.0003614811430452392 0.010500331409275534 0.0081988852471113222 0.00062670491752214741 0.0015833032084628942 0.0011261500185355546 0.0053125319536775359 0.0022272822679951791 0.010829726699739696 0.0032328735105693345 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 9 7 -6 -8 -2 -11
right_child=1 2 -4 4 6 -7 8 -9 -10 10 -12
leaf_value=-6.1799788592034401e-05 0.00093663999496538825 6.3281759852573595e-05 -0.0045384571459547553 -0.0043564924499068279 0.0010314911090977905 0.0026603215434444719 0.00065081852950877087 -0.00082197445206171613 0.004854218724701433 0.00055372737289630623 -0.0051406143075847024
leaf_weight=7600.9476411342621 372.24873983860016 156.53185439109802 63.638623595237732 61.139558553695679 320.49769198894501 231.59129393100739 71.476154685020447 516.81524074077606 56.88531231880188 66.409957408905029 41.817999601364136
leaf_count=3850 146 79 42 35 136 92 38 294 14 29 25
internal_value=0 0.000239778 -0.00126682 0.000430537 -3.69304e-05 0.00110463 0.000236553 -0.000112525 0.00251362 0.000354785 -0.0016465
internal_weight=0 1959.05 220.17 1738.88 1026.81 712.068 965.674 837.313 128.361 480.477 108.228
internal_count=4780 930 121 809 517 292 482 430 52 200 54
is_linear=0
shrinkage=0.06


Tree=563
num_leaves=12
num_cat=0
split_feature=15 82 122 100 141 37 20 59 127 82 75
split_gain=0.0395848 0.13574 0.159789 0.259825 0.1836 0.265033 0.168395 0.19534 0.163255 0.148924 0.145153
threshold=0.0037758676335215573 0.0020292587578296666 0.00090704852482303988 0.0058306583669036635 0.010829726699739696 0.00087947337306104611 0.00080172589514404546 0.00064626874518580746 0.00017767510871635753 0.001792412775103003 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 7 -3 -5 -1 -7
right_child=-2 2 -4 8 -6 10 -8 -9 -10 -11 -12
leaf_value=5.6407521868889114e-06 -8.4533267646431289e-05 0.0007470447585641261 0.002348486496515582 -0.0033180178042067732 -0.0022655958873093098 -0.0036355814458779055 0.00036387656809842899 0.0049760699450463264 1.7328076811887574e-05 -0.0027950775809206631 0.00059380624398238735
leaf_weight=2085.4253796339035 6462.1570816040039 56.073361277580261 186.79775893688202 89.91769540309906 52.694278001785278 34.656285166740417 75.934602499008179 131.60441589355469 128.08919823169708 70.664203643798828 185.9858078956604
leaf_count=1271 2935 26 95 65 36 27 44 52 72 50 107
internal_value=0 0.000176338 0.00077729 0.000388531 0.00109778 0.00146377 0.00274795 0.00371254 -0.00135835 -8.61507e-05 -7.05043e-05
internal_weight=0 3097.84 941.753 754.956 536.949 484.254 263.612 187.678 218.007 2156.09 220.642
internal_count=4780 1845 524 429 292 256 122 78 137 1321 134
is_linear=0
shrinkage=0.06


Tree=564
num_leaves=12
num_cat=0
split_feature=89 131 27 52 123 102 112 19 133 29 15
split_gain=0.0372215 0.172371 0.106569 0.0594555 0.0467622 0.18139 0.26916 0.276589 0.130894 0.234696 0.183219
threshold=0.013032016810029747 0.0079489401541650313 0.0013560238294303419 0.0022975050378590827 0.00066645268816500913 0.00082683752407319855 0.00017767510871635753 0.00046126570669002836 0.002945306478068233 0.0036604277556762104 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 8 -8 9 -6 -10
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=-6.1116817840972749e-05 -0.0042770991574968276 0.0021149811927663117 0.00045950145268023988 -0.0021748396384992526 -0.00079180743508005971 0.00050788203962611389 0.0018202859608765702 -0.0036716479663949225 0.0011799737769156227 0.0042541491384171012 -0.0028479369363493072
leaf_weight=6917.0743141174316 43.709315180778503 56.00529408454895 63.030874133110046 60.395674705505371 65.598006367683411 1927.4251786470413 41.954133987426758 154.90795230865479 83.635999202728271 67.153841257095337 79.109484195709229
leaf_count=3345 29 31 39 42 41 1014 15 103 50 22 49
internal_value=0 -0.000765825 -0.00173115 -0.000829547 1.83024e-05 0.000245326 -0.000782493 -0.00250124 0.000362544 0.00176074 -0.000777967
internal_weight=0 223.141 167.136 123.427 9336.86 2419.78 492.359 196.862 295.497 132.752 162.745
internal_count=4780 141 110 81 4639 1294 280 118 162 63 99
is_linear=0
shrinkage=0.06


Tree=565
num_leaves=12
num_cat=0
split_feature=43 107 0 24 34 136 102 17 115 60 60
split_gain=0.0387802 0.16284 0.187823 0.195126 0.154993 0.150697 0.154553 0.218522 0.124825 0.0635092 0.187128
threshold=0.040252277627587325 0.0045489775948226461 0.00087947337306104611 0.0010263677686452868 0.0046923852059990176 0.00057154725072905432 0.00073092587990686308 0.00017767510871635753 0.00017767510871635753 0.0045489775948226461 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -4 6 7 -3 -8 10 -1
right_child=1 5 4 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=2.4499989889175336e-05 0.0017651404230844582 -0.0064774052229464984 0.0043311665676753642 -0.0035404111503887273 0.00053188047202780084 0.0015171857077895523 0.0019060481709040162 -0.00051255508353201295 -0.00142352371723097 0.00032041779397921428 -0.00080866940437737862
leaf_weight=6254.5305749177933 60.599876284599304 39.858616828918457 99.447195768356323 42.425749063491821 63.235075712203979 107.82440912723541 67.829657912254333 49.655530691146851 100.73076188564301 1525.1828030347824 1148.6798169612885
leaf_count=3036 27 26 32 28 24 36 20 21 33 832 665
internal_value=0 0.00045435 0.00158489 -0.000419675 0.00285437 -0.000366626 -0.00115369 -0.00316857 -8.36853e-05 -3.21413e-05 -0.000104774
internal_weight=0 631.607 265.708 103.026 162.682 365.899 258.075 89.5141 168.56 8928.39 7403.21
internal_count=4780 247 111 55 56 136 100 47 53 4533 3701
is_linear=0
shrinkage=0.06


Tree=566
num_leaves=12
num_cat=0
split_feature=78 144 42 142 72 129 30 107 72 110 128
split_gain=0.0381191 0.181819 0.236082 0.167983 0.164681 0.156804 0.15469 0.16371 0.153667 0.109711 0.195379
threshold=0.023343417793512348 0.00096484774257987748 0.00075379351619631063 0.00899649551138282 0.00064626874518580746 0.00057154725072905432 0.00017767510871635753 0.0045489775948226461 0.0072436286136507997 0.0048403022810816774 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -3 -6 7 -4 -2 10 -7
right_child=1 4 6 -5 5 9 -8 -9 -10 -11 -12
leaf_value=4.5502101260638159e-05 -0.0029352518428097814 0.0030185946658990641 -0.0035444465000100626 0.0032060562470226745 -0.0024134427457424236 0.0023056686978450177 -0.0042119224390496151 0.0013051757251441348 0.0015304201444818013 -0.0028616659485803031 -0.00016005202333762105
leaf_weight=8354.9162645339966 62.962806940078735 67.693523526191711 47.56001353263855 50.195212960243225 90.525444865226746 152.68115603923798 114.91320109367371 52.966546773910522 49.58746349811554 38.506983518600464 477.49145090579987
leaf_count=4018 44 30 32 29 68 76 87 16 26 30 324
internal_value=0 -0.000315469 -0.00140524 0.000319558 0.000182944 -6.98934e-05 -0.00270818 -0.000989224 -0.000967763 0.000247375 0.000437354
internal_weight=0 1205.08 378.185 162.745 826.899 759.205 215.44 100.527 112.55 668.68 630.173
internal_count=4780 762 234 99 528 498 135 48 70 430 400
is_linear=0
shrinkage=0.06


Tree=567
num_leaves=12
num_cat=0
split_feature=62 14 42 103 141 70 54 107 51 24 10
split_gain=0.0393436 0.196128 0.20247 0.134222 0.126373 0.109572 0.0921492 0.0866068 0.265321 0.266119 0.209664
threshold=0.0054799309000372895 0.0010585968848317864 0.0013560238294303419 0.00060774214216507982 0.0016331639490090313 0.034632634371519096 0.0031340263085439806 0.048151826485991485 0.0011261500185355546 0.0013986918493174019 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 -5 6 -4 -1 9 -9 -10
right_child=1 2 5 4 -6 -7 -8 8 10 -11 -12
leaf_value=3.0776883675694213e-06 0.0023175060109004095 0.0019838814267238896 -0.0024882465673765251 0.0018325348979811307 -0.001536776552137579 -0.00019982228248607189 -0.007229124557237154 -0.0060068510837750239 -0.0018130963825349123 -8.0606397562772125e-05 0.0027714956291113872
leaf_weight=8811.9241589307785 195.65144264698029 43.169632911682129 34.724352359771729 72.963922381401062 88.906398057937622 32.901103973388672 25.671322345733643 60.531809091567993 68.909022450447083 49.655530691146851 74.991372346878052
leaf_count=4465 64 21 22 24 44 13 20 32 36 21 18
internal_value=0 0.000521446 -0.00141364 0.00126007 -1.80412e-05 -0.00298572 -0.00450337 -2.84125e-05 -0.00112051 -0.00333621 0.00057609
internal_weight=0 493.988 136.466 357.522 161.87 93.2968 60.3957 9066.01 254.088 110.187 143.9
internal_count=4780 208 76 132 68 55 42 4572 107 53 54
is_linear=0
shrinkage=0.06


Tree=568
num_leaves=12
num_cat=0
split_feature=26 0 20 106 63 47 131 104 29 10 27
split_gain=0.040116 0.0466854 0.159503 0.14355 0.124286 0.16513 0.177987 0.192808 0.1549 0.11727 0.225162
threshold=0.020658296532928947 0.0058306583669036635 0.012636432424187662 0.079227816313505187 0.00062670491752214741 0.019431582652032379 0.00082683752407319855 0.0056525857653468856 0.0032328735105693345 0.012252715881913902 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 8 6 -6 -8 -4 -3 -11
right_child=-2 3 4 -5 5 -7 7 -9 -10 10 -12
leaf_value=-0.00019221927375492832 0.0013898787935476456 0.0003177606302208011 0.0016861531125896192 0.0024153925510983013 0.0047274921133929502 -0.0010408712598139987 -0.00034992035966493969 0.0040292926287245328 -0.0023576484553653083 -0.0023350808717830388 2.0424448428974281e-05
leaf_weight=5744.1915214061737 74.179421305656433 2365.5296277999878 63.167008519172668 99.515262961387634 79.381752967834473 63.167008519172668 99.714609265327454 56.817245125770569 74.111354112625122 188.28552663326263 651.93972957134247
leaf_count=2838 30 1325 29 27 29 29 60 19 35 81 278
internal_value=0 -1.08689e-05 -0.00010821 0.000171149 0.000997687 0.00168372 0.00241325 0.00123963 -0.000496941 0.000101482 -0.000507419
internal_weight=0 9485.82 6180.55 3305.27 436.359 299.081 235.914 156.532 137.278 3205.75 840.225
internal_count=4780 4750 3039 1711 201 137 108 79 64 1684 359
is_linear=0
shrinkage=0.06


Tree=569
num_leaves=12
num_cat=0
split_feature=84 144 88 52 80 22 69 46 58 110 35
split_gain=0.0378964 0.167469 0.203115 0.310864 0.209717 0.195918 0.217292 0.267772 0.167273 0.561185 0.205367
threshold=0.0010263677686452868 0.00082683752407319855 0.00047558375808876013 0.0053125319536775359 0.0016846025246195497 0.0015833032084628942 0.0022975050378590827 0.00087947337306104611 0.0045489775948226461 0.0021592099219560628 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 8 -8 9 -2 -10
right_child=1 2 -4 -5 -6 -7 7 -9 10 -11 -12
leaf_value=7.5636935063210189e-05 -0.0022834529960931611 -0.002620230020097666 -5.407603563767358e-05 0.005149986393611119 0.0023279337202476761 -0.0046157986109819551 0.0038366559102844446 -0.00030841218853324456 -0.0034634316129355121 0.0023502650761655459 -0.00062675695663405454
leaf_weight=6824.2345846891403 215.17234790325165 54.113978505134583 1458.233163356781 71.68035626411438 71.68035626411438 45.668697953224182 76.882687926292419 207.60708558559418 184.36676108837128 167.20878648757935 183.15126216411591
leaf_count=3447 107 27 795 23 23 28 22 91 83 57 77
internal_value=0 -0.000188673 0.000190477 0.00199635 0.000199342 -0.000769901 -0.000600103 0.000811783 -0.00113573 -0.000257207 -0.00204979
internal_weight=0 2735.77 1655.71 197.475 125.794 1080.06 1034.39 284.49 749.899 382.381 367.518
internal_count=4780 1333 868 73 50 465 437 113 324 164 160
is_linear=0
shrinkage=0.06


Tree=570
num_leaves=12
num_cat=0
split_feature=101 1 22 24 117 149 20 20 68 51 45
split_gain=0.0391321 0.136695 0.2831 0.314341 0.360142 0.196583 0.179911 0.237981 0.214649 0.199503 0.291026
threshold=0.010829726699739696 0.022641776129603389 0.0010918468469753864 0.0011980500421486797 0.0012357163941487672 0.0084566329605877417 0.0019071503775194289 0.0011615398107096555 0.0035485138650983576 0.0005375427135732026 0.017188700847327713
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 9 -8 -5 -11
right_child=1 -3 5 6 -6 -7 8 -9 -10 10 -12
leaf_value=-4.5909148499550225e-05 0.0031426666537495659 0.0023393656028450607 -0.00057520115676754427 0.0041372976761201042 -0.0028911939918598111 -0.0044666236846599462 0.001485367438265381 0.0046025864897555118 -0.0025803947618666854 -0.0001684853320894928 0.0048971114319354189
leaf_weight=8363.7505271434784 46.344514608383179 109.71572470664978 142.88424217700958 68.369340181350708 153.76052057743073 69.448704719543457 103.09369254112244 90.394165754318237 85.527314782142639 278.87903869152069 47.832282304763794
leaf_count=4179 26 40 81 28 92 44 50 30 54 144 12
internal_value=0 0.00032098 0.000117168 0.000594481 -0.00149375 -0.00184799 0.00121437 0.00182536 -0.00035819 0.00118993 0.000573145
internal_weight=0 1196.25 1086.53 874.201 200.105 212.333 674.096 485.475 188.621 395.081 326.711
internal_count=4780 601 561 436 118 125 318 214 104 184 156
is_linear=0
shrinkage=0.06


Tree=571
num_leaves=12
num_cat=0
split_feature=109 24 32 1 21 44 35 68 71 100 44
split_gain=0.0374754 0.16363 0.218004 0.331464 0.167605 0.162525 0.240771 0.159067 0.416431 0.158976 0.397816
threshold=0.0058306583669036635 0.0095705352723598498 0.00017767510871635753 0.00039601318712811922 0.00066645268816500913 0.00044738779251929378 0.0095705352723598498 0.00064626874518580746 0.030689206905663017 0.00070876078098081063 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -2 -9 10 -7
right_child=5 2 4 -5 -6 9 -8 8 -10 -11 -12
leaf_value=-7.2340060740813161e-07 0.0012129975234656111 0.00037474995931466873 -0.0012042612234864584 0.0069777440669858901 0.0014334192338272213 0.0053144757481175184 0.0018221291767889678 -0.0014543055647255481 -0.0075925596141618416 -0.00016161250430762054 0.0003661620624628989
leaf_weight=3810.5916492938995 45.129015684127808 57.424994587898254 135.65446054935455 52.290730118751526 240.44012236595154 63.910892367362976 70.868405222892761 203.62025284767151 49.451329112052917 4141.2557227611542 689.36249327659607
leaf_count=2087 20 22 88 18 109 22 35 98 36 1905 340
internal_value=0 0.000131487 0.00116852 0.00352175 0.000482028 -0.000107326 -0.00132147 -0.00206856 -0.00265375 -1.57742e-05 0.000785998
internal_weight=0 4296.4 485.81 109.716 376.095 5263.6 369.069 298.201 253.072 4894.53 753.273
internal_count=4780 2324 237 40 197 2456 189 154 134 2267 362
is_linear=0
shrinkage=0.06


Tree=572
num_leaves=12
num_cat=0
split_feature=133 93 127 103 11 73 20 98 14 109 118
split_gain=0.0381934 0.17273 0.211111 0.294653 0.232557 0.214746 0.206415 0.186145 0.141925 0.152742 0.132501
threshold=0.010829726699739696 0.0084566329605877417 0.00077738583786413084 0.00046126570669002836 0.0046923852059990176 0.00042089859198313212 0.0030382014811038975 0.0051502294372767219 0.021960759535431865 0.029773407615721229 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 -5 -4 -7 9 10 -2
right_child=1 2 6 5 -6 7 -8 -9 -10 -11 -12
leaf_value=-5.9971789846357656e-05 -0.0010010964816593714 0.0017528872787388918 -0.0022525333993273621 0.0033177475016463853 0.0059763560076914607 0.00028504536658044969 0.0022856057624719359 -0.0057202940090239213 0.00267045623053596 0.0017225743809926861 0.00023609581511727985
leaf_weight=7647.5741350650787 660.03496360778809 106.40470862388611 97.079409837722778 41.346384525299072 83.976335167884827 48.303897380828857 57.424994587898254 30.197837352752686 64.38250744342804 132.88798201084137 590.38691258430481
leaf_count=3760 398 45 63 12 25 25 22 21 35 53 321
internal_value=0 0.00023982 0.00124624 0.00214871 0.00361584 -0.000181854 -0.000565833 -0.00202507 -8.32571e-05 -0.000211421 -0.000416956
internal_weight=0 1912.43 464.734 310.229 190.381 119.848 154.504 78.5017 1447.69 1383.31 1250.42
internal_count=4780 1020 213 128 70 58 85 46 807 772 719
is_linear=0
shrinkage=0.06


Tree=573
num_leaves=12
num_cat=0
split_feature=150 88 7 131 95 108 124 107 94 150 9
split_gain=0.0382375 0.126194 0.246768 0.181134 0.246451 0.366222 0.192376 0.181349 0.225134 0.178576 0.23599
threshold=0.0053125319536775359 0.0012745757703669371 0.00047558375808876013 0.0005893622583243997 0.00047558375808876013 0.0060143163427710542 0.00087947337306104611 0.013032016810029747 0.00080172589514404546 0.0060143163427710542 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 9 7 -7 -9 -6 -11
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12
leaf_value=-7.7751578900442999e-05 0.00095001465110876836 -0.0030892752753848194 -2.3125858946148281e-05 0.00089830563104150373 0.0006314280838232545 0.0008927675945786278 0.0031284947743501672 0.0001141541544654106 -0.0057656823417442356 -0.0052047318004711388 -0.00067612326736279276
leaf_weight=6733.1500364542007 375.49168872833252 112.07865536212921 602.2793436050415 1209.6394503116608 42.561883449554443 136.80674755573273 67.829657912254333 52.290730118751526 42.493816256523132 122.88686656951904 62.491191864013672
leaf_count=3563 146 57 305 475 18 51 20 18 23 73 31
internal_value=0 0.000185193 -0.000504187 0.000418313 -0.00022478 -0.00106126 0.000318297 -0.000504769 -0.00252189 -0.00287343 -0.00367813
internal_weight=0 2826.85 714.358 2112.49 902.853 527.361 299.421 231.591 94.7845 227.94 185.378
internal_count=4780 1217 362 855 380 234 112 92 41 122 104
is_linear=0
shrinkage=0.06


Tree=574
num_leaves=12
num_cat=0
split_feature=71 102 28 94 63 8 54 47 95 146 50
split_gain=0.0357587 0.161776 0.196011 0.174399 0.168152 0.187468 0.184362 0.282144 0.138 0.167606 0.064222
threshold=0.15819545835256579 0.0066005610860884198 0.0012357163941487672 0.0098710241727530974 0.00085274505545385193 0.0031340263085439806 0.0023699469165876512 0.0011980500421486797 0.0036604277556762104 0.0028552538715302949 0.26590165495872503
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 6 7 -2 9 -6 -1
right_child=1 -3 3 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=-1.4388101206849125e-05 0.0024971364570809782 0.0039558581348495643 0.0045340528291584791 -0.00020566718700935105 -0.00028546106588114894 -0.0020979471537306304 0.0029980486269203009 -0.0037486066785390208 0.0010168342655915014 -0.0052594617690608376 -0.0017031664274006046
leaf_weight=8886.9835984706879 54.182045698165894 43.913516759872437 62.019576787948608 50.871029615402222 40.602500677108765 79.245618581771851 112.41899132728577 50.127145767211914 36.751802325248718 61.071491360664368 81.812750816345215
leaf_count=4478 22 14 18 27 19 39 32 34 16 40 41
internal_value=0 0.000451972 0.000170827 0.00239823 -0.000408024 0.000399284 0.00131238 -0.000504337 -0.00213416 -0.00327314 -2.9793e-05
internal_weight=0 591.204 547.29 112.891 434.4 295.974 216.728 104.309 138.426 101.674 8968.8
internal_count=4780 261 247 45 202 127 88 56 75 59 4519
is_linear=0
shrinkage=0.06


Tree=575
num_leaves=12
num_cat=0
split_feature=43 70 143 135 1 22 105 47 4 99 95
split_gain=0.0381964 0.116301 0.133682 0.217904 0.191379 0.153299 0.146692 0.235965 0.208386 0.196423 0.327939
threshold=0.0081988852471113222 0.034632634371519096 0.0034400182776153092 0.0079489401541650313 0.00062670491752214741 0.0013146653072908523 0.00099512818269431613 0.016164712607860569 0.00087947337306104611 0.0016846025246195497 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 9 -8 -9 10 -2
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=-5.6770496231044225e-05 0.00087943606621975249 -0.0022225353406121235 0.0013225350960003807 -0.0036368769905797751 0.00045402150249372342 -0.0035657410767761235 0.00011344223441107535 -0.0058127858825606782 -0.00013107376157164949 0.0026844907671538551 -0.00388375330694775
leaf_weight=7810.0279285907745 249.69735395908356 65.734140753746033 713.75996005535126 64.38250744342804 114.17417252063751 46.344514608383179 207.47095119953156 56.681110739707947 39.387001752853394 126.60628581047058 65.734140753746033
leaf_count=4071 96 31 263 35 46 26 101 29 13 38 31
internal_value=0 0.000253364 0.000349995 0.000853575 -0.00102104 -0.000217425 -9.29578e-06 -0.00102492 -0.00348334 0.000688111 -0.000113186
internal_weight=0 1749.97 1684.24 892.317 178.557 791.921 745.577 303.539 96.0681 442.038 315.431
internal_count=4780 709 678 344 81 334 308 143 42 165 127
is_linear=0
shrinkage=0.06


Tree=576
num_leaves=12
num_cat=0
split_feature=117 29 74 147 35 53 24 125 140 83 141
split_gain=0.0377054 0.14182 0.187512 0.146549 0.152613 0.148187 0.14546 0.139708 0.169302 0.120437 0.121337
threshold=0.00062670491752214741 0.0068083447404205808 0.0005375427135732026 0.0027679565828293566 0.0026833302108570938 0.001792412775103003 0.0011980500421486797 0.0026833302108570938 0.00090704852482303988 0.0046923852059990176 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 9 8 -6 10 -1
right_child=-2 2 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=2.1109851150208884e-05 -4.0581135613506783e-05 -0.0028839160866114882 0.0023048769563436236 -0.00073268156092751722 -5.768590976024522e-05 -0.005859378928442854 0.003062760482745187 -0.00072653169621852889 0.0033776233116381252 -0.00073778028605787764 0.0039013302504577606
leaf_weight=57.356927394866943 8566.4275498390198 94.580344796180725 34.116602897644043 76.474284768104553 109.9150710105896 27.630705118179321 138.76613032817841 180.51120746135712 97.419745802879333 118.09293806552887 58.708560705184937
leaf_count=27 4251 56 19 52 73 19 50 128 38 44 23
internal_value=0 0.000349884 -0.00150841 0.000626405 -5.3604e-05 -0.00209337 0.00152345 0.000493906 0.00155645 0.000611234 0.00198381
internal_weight=0 993.573 128.697 864.876 491.951 104.105 372.925 387.846 207.335 234.158 116.065
internal_count=4780 529 75 454 310 71 144 239 111 94 50
is_linear=0
shrinkage=0.06


Tree=577
num_leaves=12
num_cat=0
split_feature=28 63 67 19 61 1 140 39 118 7 140
split_gain=0.0358617 0.165939 0.210336 0.170937 0.169451 0.188309 0.245218 0.165578 0.205436 0.190285 0.182014
threshold=0.00046126570669002836 0.00062670491752214741 0.0005375427135732026 0.0072436286136507997 0.00017767510871635753 0.00082683752407319855 0.002945306478068233 0.013032016810029747 0.01884530205279589 0.00899649551138282 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 6 -3 8 -1 -9 -10
right_child=1 4 3 -5 -6 -7 -8 9 10 -11 -12
leaf_value=0.00029991189117132259 -0.0017205939674703249 -0.00052349598145034061 0.00046343983494929889 -0.0033106296038064417 -7.2242599175974275e-05 0.00042862525876981495 0.0053620852069178179 -0.0025688034793526346 0.0012467191817173613 0.0027080227912636371 -0.0026500756297042896
leaf_weight=3985.4093955755234 472.6343104839325 39.18280017375946 419.19614863395691 48.167762994766235 3823.8357136249542 305.09004330635071 72.895855188369751 145.92298948764801 59.248242974281311 29.590087890625 158.82671785354614
leaf_count=1728 252 28 223 35 2067 172 29 96 31 18 101
internal_value=0 -0.000106836 -0.000828092 7.44742e-05 5.30269e-05 0.00120127 0.00330448 0.000126403 0.000201793 -0.00167917 -0.00159137
internal_weight=0 5181 939.998 467.364 4241 417.169 112.079 4379 4203.48 175.513 218.075
internal_count=4780 2806 510 258 2296 229 57 1974 1860 114 132
is_linear=0
shrinkage=0.06


Tree=578
num_leaves=12
num_cat=0
split_feature=125 59 75 45 23 36 42 63 150 34 150
split_gain=0.0380916 0.185702 0.201831 0.0557855 0.202756 0.158475 0.15007 0.422866 0.145114 0.215332 0.209626
threshold=0.086341444402933135 0.0049928687512874612 0.0048403022810816774 0.0022975050378590827 0.036783467978239066 0.0013986918493174019 0.0079489401541650313 0.00062670491752214741 0.00017767510871635753 0.015200819820165636 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 8 -8 -1 10 -10
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00067554503817551347 -0.0033888872512354957 0.0031132702859880857 0.0014438391989896374 8.5670161257871759e-05 -0.003079251868520704 0.0014367396338618812 0.0007432103391840294 -0.0073151805427931873 -0.0011194987581760185 0.0017154844330110549 0.00014571216511639179
leaf_weight=771.97748458385468 53.97784411907196 78.030119657516479 73.435537457466125 6243.8779191970825 142.74810779094696 34.79241955280304 59.924059629440308 38.506983518600464 927.35705196857452 176.46116280555725 958.91137790679932
leaf_count=465 37 33 37 2818 91 17 29 30 581 92 550
internal_value=0 0.000808169 -0.000603514 -1.77489e-05 -0.000225336 -0.00219426 -0.000106158 -0.00240929 -2.61854e-05 -0.000288808 -0.000476311
internal_weight=0 205.444 127.413 9354.56 3110.68 177.541 2933.14 98.431 2834.71 2062.73 1886.27
internal_count=4780 107 74 4673 1855 108 1747 59 1688 1223 1131
is_linear=0
shrinkage=0.06


Tree=579
num_leaves=12
num_cat=0
split_feature=122 31 125 135 87 59 150 0 42 59 36
split_gain=0.0357832 0.171949 0.114284 0.209369 0.181296 0.19637 0.168837 0.370996 0.349956 0.242116 0.236901
threshold=0.00017767510871635753 0.014293605927377941 0.00062670491752214741 0.02129978779703379 0.0048403022810816774 0.0014427106943912806 0.0019672545604407792 0.0020932231564074759 0.0051502294372767219 0.0072436286136507997 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 8 9 -4 -9
right_child=1 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-7.7779332522098427e-05 5.8560127843683077e-05 -0.00097509235214488334 -0.0010274382696391542 -0.00338371379321661 -0.0005852330149157236 0.0023415787775091408 -0.00026471708038417879 -0.0021033497031099891 0.0061939563781330245 0.0035539256789030985 0.00089854063719879804
leaf_weight=6597.8504776954651 215.30848228931427 405.20820045471191 82.284365892410278 60.395674705505371 203.14863777160645 366.50672590732574 1045.8000365495682 142.81617498397827 76.274938464164734 83.840200781822205 280.56615269184113
leaf_count=3306 97 250 54 42 85 139 504 86 19 35 163
internal_value=0 0.000173245 0.000355226 8.82451e-05 0.000957909 0.00149672 0.000210758 0.000957628 0.00282948 0.0012847 -0.000114063
internal_weight=0 2962.15 2556.94 1771.98 784.964 581.815 1711.58 665.782 242.4 166.125 423.382
internal_count=4780 1474 1224 903 321 236 861 357 108 89 249
is_linear=0
shrinkage=0.06


Tree=580
num_leaves=12
num_cat=0
split_feature=133 78 98 93 137 43 109 40 95 33 23
split_gain=0.0367461 0.162812 0.181 0.326162 0.310915 0.469583 0.282715 0.245316 0.226642 0.204318 0.244829
threshold=0.010829726699739696 0.023343417793512348 0.0051502294372767219 0.0084566329605877417 0.00093549740267917525 0.00099512818269431613 0.0017376682371832433 0.00747153488919139 0.0021592099219560628 0.011519505176693203 0.030689206905663017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 -4 -2 -5 10 -8
right_child=1 -3 4 8 5 -7 9 -9 -10 -11 -12
leaf_value=-5.8824511365220518e-05 0.0012440657502222087 -0.00129640883100135 0.0016340717237974937 0.00074669811500366334 0.0059065193461061566 -0.0009523138580314046 -0.0038400610153094799 -0.00080674274840448351 0.0043301139058654851 0.0003581934104078418 0.0009912851858950582
leaf_weight=7647.5741350650787 465.34131693840027 220.97757375240326 97.351678609848022 113.36222147941589 62.627326250076294 84.311815857887268 201.25246691703796 382.64369261264801 144.57621145248413 93.500980257987976 46.480648994445801
leaf_count=3760 216 157 43 58 21 48 129 240 52 40 16
internal_value=0 0.000235233 0.000435332 0.00088695 -0.000417671 0.00197101 -0.00121795 0.000318661 0.00275523 -0.00203161 -0.00293359
internal_weight=0 1912.43 1691.45 1105.92 585.525 146.939 438.586 847.985 257.938 341.234 247.733
internal_count=4780 1020 863 566 297 69 228 456 110 185 145
is_linear=0
shrinkage=0.06


Tree=581
num_leaves=12
num_cat=0
split_feature=99 133 95 68 67 50 9 121 141 118 78
split_gain=0.0353563 0.107657 0.133713 0.0758181 0.073121 0.0528865 0.212265 0.318987 0.232841 0.231125 0.230217
threshold=0.11759182065725328 0.002945306478068233 0.0012745757703669371 0.0031340263085439806 0.00073092587990686308 0.12767273932695392 0.00040826165059115743 0.0042751494329422721 0.00899649551138282 0.0019672545604407792 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 7 -7 9 10 -8
right_child=1 3 -4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=1.5292850471434124e-05 0.0042185044038787044 -0.0038482961809274043 0.00024233585905345247 0.0012204931952838204 0.00026206588112754345 -0.0043937085708454686 0.0019655579868651336 0.00028281139718627194 -0.0033229288646971834 0.004943684336679661 -0.0024496115419221209
leaf_weight=8840.6390838623047 52.966546773910522 34.656285166740417 71.612289071083069 45.197082877159119 28.306521773338318 105.45662319660187 110.99929082393646 104.58146023750305 48.235830187797546 48.440031766891479 68.909022450447083
leaf_count=4452 16 27 28 15 17 67 41 36 30 15 36
internal_value=0 0.000730463 0.00193286 -0.000654464 -0.00200038 -1.82269e-05 -0.000627192 -0.00206519 0.000464825 0.00126494 0.000274446
internal_weight=0 232.739 124.579 108.16 62.9628 9327.26 486.622 210.038 276.584 228.348 179.908
internal_count=4780 103 44 59 44 4677 225 103 122 92 77
is_linear=0
shrinkage=0.06


Tree=582
num_leaves=12
num_cat=0
split_feature=48 101 22 121 60 117 24 26 67 5 143
split_gain=0.036102 0.0386714 0.214354 0.255168 0.173347 0.233962 0.358815 0.244606 0.182352 0.17263 0.291189
threshold=0.011169348377734424 0.010829726699739696 0.0010918468469753864 0.007706565549597145 0.010829726699739696 0.0015833032084628942 0.0010263677686452868 0.00042089859198313212 0.00040826165059115743 0.0037758676335215573 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8 -9 -6 -11
right_child=-2 2 3 -5 9 6 7 8 -10 10 -12
leaf_value=-5.560855509820941e-05 0.001395517650449191 0.0048520049622792069 -0.00032109087167295897 -0.0052192658750146101 0.00047280600413320245 -0.002569063196785324 0.0021734277358933418 0.00073715760443964211 -0.0043226549895686219 0.00035180731860169997 -0.006664804634072337
leaf_weight=8302.6109685897827 66.273823022842407 58.640493512153625 196.39047122001648 47.56001353263855 182.87899339199066 92.081279754638672 412.17542386054993 76.746553540229797 38.506983518600464 47.628080725669861 38.506983518600464
leaf_count=4144 39 28 105 32 97 49 167 32 30 27 30
internal_value=0 -9.74184e-06 0.00030997 -0.00127603 0.000718457 0.00122969 0.000886818 0.00149016 -0.00095336 -0.000570302 -0.00278499
internal_weight=0 9493.73 1191.12 243.95 947.165 678.151 619.51 527.429 115.254 269.014 86.1351
internal_count=4780 4741 597 137 460 306 278 229 62 154 57
is_linear=0
shrinkage=0.06


Tree=583
num_leaves=12
num_cat=0
split_feature=31 0 29 84 15 69 136 81 149 81 122
split_gain=0.0359733 0.180519 0.203645 0.210618 0.160209 0.188987 0.143005 0.145993 0.225569 0.169363 0.184384
threshold=0.0032328735105693345 0.035692447796463973 0.0023699469165876512 0.0060143163427710542 0.0051502294372767219 0.00046126570669002836 0.0036604277556762104 0.0005893622583243997 0.000490355829242617 0.0063990866765379914 0.0015349716995842757
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 7 -4 -9 10 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12
leaf_value=-5.5244194165520273e-05 9.1846843175970208e-05 0.0030536295841350593 -0.0031992497308080841 -0.0043841596463232452 0.0043754788526981668 0.00086244449763266411 -0.0035619906595558059 -0.0018934307393901073 0.0015815242963430948 -0.00087985748490762919 -0.00066414341957629045
leaf_weight=7802.2146738767624 237.05618381500244 78.705936312675476 49.519396305084229 43.709315180778503 94.312931299209595 132.68378043174744 42.425749063491821 167.20393121242523 497.09498918056488 236.044886469841 179.02829504013062
leaf_count=3835 167 31 31 29 28 68 28 105 218 146 94
internal_value=0 0.00024521 0.000113567 -0.000294793 0.00118277 0.00232205 -0.000142193 -1.36705e-05 0.000132477 0.000503834 0.000986902
internal_weight=0 1757.79 1679.08 1215.03 464.053 226.997 1171.32 1128.89 1079.37 912.168 676.123
internal_count=4780 945 914 651 263 96 622 594 563 458 312
is_linear=0
shrinkage=0.06


Tree=584
num_leaves=12
num_cat=0
split_feature=26 0 35 29 106 98 80 116 21 78 107
split_gain=0.0355878 0.0431577 0.131182 0.125901 0.111285 0.133672 0.270274 0.190003 0.227389 0.219325 0.313104
threshold=0.020658296532928947 0.0058306583669036635 0.0019672545604407792 0.011519505176693203 0.079227816313505187 0.0005375427135732026 0.01884530205279589 0.0049928687512874612 0.0092791137285530585 0.0079489401541650313 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 9 -9 -7 -11
right_child=-2 2 4 -5 -6 6 -8 8 -10 10 -12
leaf_value=-0.00010382788010622661 0.0013090873104647303 -0.00010120727133572638 0.00065558820356479081 0.0031354194130813551 0.0023004932372282503 -0.00053622479741717013 -0.0045290901452153323 -0.0013202576151335453 0.0012481598256443951 -0.00025180157010262739 0.0022353072462001629
leaf_weight=6180.5504999160767 74.179421305656433 75.462987422943115 851.49537193775177 101.406578540802 78.842070698738098 596.06571459770203 51.410711884498596 669.08799362182617 152.34567534923553 357.64818692207336 371.50485599040985
leaf_count=3039 30 31 484 31 21 285 35 400 53 218 153
internal_value=0 -1.02371e-05 0.000164769 0.00175448 7.48917e-05 1.73519e-05 -0.000229891 -0.000126928 -0.000843911 0.000317492 0.00101539
internal_weight=0 9485.82 3305.27 176.87 3128.4 3049.56 2198.06 2146.65 821.434 1325.22 729.153
internal_count=4780 4750 1711 62 1649 1628 1144 1109 453 656 371
is_linear=0
shrinkage=0.06


Tree=585
num_leaves=12
num_cat=0
split_feature=17 21 53 43 19 76 32 95 115 133 0
split_gain=0.0396339 0.202416 0.242842 0.188989 0.268288 0.29201 0.209912 0.214252 0.162245 0.18723 0.182446
threshold=0.0025217677466571335 0.00017767510871635753 0.0095705352723598498 0.0045489775948226461 0.004017772153019906 0.0003614811430452392 0.0049928687512874612 0.0072436286136507997 0.00055427959887310873 0.0054799309000372895 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 7 -6 9 -3 -10
right_child=1 3 -4 4 6 -7 -8 -9 10 -11 -12
leaf_value=-7.5093014075136314e-05 -0.00055966180528421066 0.0035509974303087168 -0.0053911862711177264 0.0026562159907798904 -0.0031863580875889212 -0.0009471204502307744 0.0019611100337669964 0.0010701384152618516 0.00084607022055852466 0.00050595359776517326 -0.00080542515025561223
leaf_weight=6938.4865349531174 288.67109727859497 145.18396091461182 43.033498525619507 152.27760815620422 218.07496082782745 172.88273322582245 47.696147918701172 52.898479580879211 1042.0125501155853 145.58750879764557 313.19498789310455
leaf_count=3392 187 55 31 58 132 69 22 21 544 73 196
internal_value=0 0.000198752 -0.00118648 0.000399418 -0.000472139 0.000740378 -0.00170935 -0.00235542 0.000740331 0.00202636 0.000464402
internal_weight=0 2621.51 331.705 2289.81 643.83 325.16 318.67 270.973 1645.98 290.771 1355.21
internal_count=4780 1388 218 1170 302 127 175 153 868 128 740
is_linear=0
shrinkage=0.06


Tree=586
num_leaves=12
num_cat=0
split_feature=106 112 1 50 145 124 118 23 75 29 78
split_gain=0.0365545 0.314196 0.148075 0.279954 0.246234 0.176531 0.125019 0.12798 0.226337 0.119721 0.106483
threshold=0.00064626874518580746 0.0028552538715302949 0.00046126570669002836 0.0016846025246195497 0.00017767510871635753 0.0015349716995842757 0.0023699469165876512 0.0063990866765379914 0.0042751494329422721 0.021960759535431865 0.023343417793512348
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 -1 -4 -2
right_child=10 -3 9 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0048116928068603279 0.00011927927241240307 -0.0044061370154305744 -0.0005193347019163345 -0.0011475888081686409 0.0046886132117556437 0.00099776829546581718 0.0010361490703849616 0.00071093010597403198 -0.00022199623466817079 -0.004382514084727636 -0.00060784635856199519
leaf_weight=70.664203643798828 7388.8480274677277 63.570556402206421 661.24560725688934 63.030874133110046 113.56642305850983 79.17755138874054 124.91431653499603 75.394920229911804 85.459247589111328 30.197837352752686 803.93050312995911
leaf_count=50 3422 47 452 39 43 44 67 36 59 21 500
internal_value=0 -0.000287203 -8.63495e-05 0.000593231 0.00210786 0.00317245 -0.000493658 -0.00131906 -0.00229937 -0.000688054 4.79288e-05
internal_weight=0 1367.22 1303.65 612.208 255.775 192.744 356.433 231.518 156.123 691.443 8192.78
internal_count=4780 858 811 338 126 87 212 145 109 473 3922
is_linear=0
shrinkage=0.06


Tree=587
num_leaves=12
num_cat=0
split_feature=10 102 60 38 143 26 149 96 128 91 24
split_gain=0.0378404 0.104702 0.374453 0.245247 0.250948 0.215696 0.272878 0.205035 0.166955 0.270532 0.214586
threshold=0.0031340263085439806 0.00017767510871635753 0.0019672545604407792 0.00037263428384903824 0.00057154725072905432 0.00060774214216507982 0.02129978779703379 0.00080172589514404546 0.0022272822679951791 0.0018488886416889729 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -4 9 10 -6
right_child=1 -3 7 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00015687205207579513 -0.0036182748715122299 2.7589659488697257e-06 5.1715351296646038e-05 -0.0030594121157218128 -7.4810885509789638e-06 0.0045374721666548322 -0.0032052180763884365 -0.0054648157624509692 -0.0016205254625538681 -0.0021186152481718983 0.0037691291793123366
leaf_weight=3505.6912417411804 52.762345194816589 5307.5213385820389 34.184670090675354 90.79771363735199 82.556634664535522 48.440031766891479 67.017706871032715 83.499864816665649 72.759720802307129 57.288860201835632 157.47993981838226
leaf_count=2044 31 2374 14 48 34 15 32 60 39 32 57
internal_value=0 -9.08353e-05 -0.000756023 -0.000174923 0.000311613 0.000738661 0.000317674 -0.00386239 0.000955625 0.00158605 0.00247023
internal_weight=0 6054.31 746.787 629.103 538.305 485.543 437.103 117.685 370.085 297.325 240.037
internal_count=4780 2736 362 288 240 209 194 74 162 123 91
is_linear=0
shrinkage=0.06


Tree=588
num_leaves=12
num_cat=0
split_feature=43 145 2 126 58 102 142 108 11 99 69
split_gain=0.0394327 0.108338 0.18909 0.202065 0.306116 0.187309 0.225361 0.147077 0.119778 0.158004 0.23692
threshold=0.0081988852471113222 0.060120910406112678 0.00080172589514404546 0.0011980500421486797 0.0045489775948226461 0.0025217677466571335 0.0079489401541650313 0.007706565549597145 0.020658296532928947 0.00060774214216507982 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -5 7 -7 9 10 -2
right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 -12
leaf_value=-5.7681928017707133e-05 -4.8432228538160652e-05 0.0027065031831865422 0.00033588313938505502 0.0013293787372744665 -0.0066496704665080794 -0.0009838874461649467 0.0014246117996421302 -0.0050088444060076313 0.0022595352051185068 0.00084579558415630209 -0.0043679975639333395
leaf_weight=7810.0279285907745 318.53830921649933 62.695393443107605 41.954133987426758 152.48180973529816 48.911646842956543 68.437407374382019 64.586709022521973 62.559259057044983 130.996666431427 745.44070982933044 53.370094656944275
leaf_count=4071 137 16 15 43 28 23 20 26 49 318 34
internal_value=0 0.000257431 0.000166429 -0.000904748 -0.00342433 -0.000246986 -0.00147596 -0.00290606 0.000543066 0.000341829 -0.000668304
internal_weight=0 1749.97 1687.28 438.931 90.8658 348.065 195.583 130.997 1248.35 1117.35 371.908
internal_count=4780 709 693 155 43 112 69 49 538 489 171
is_linear=0
shrinkage=0.06


Tree=589
num_leaves=12
num_cat=0
split_feature=17 21 107 101 8 70 138 117 63 102 19
split_gain=0.0357288 0.175147 0.195002 0.169781 0.351083 0.311652 0.230098 0.190753 0.188695 0.174681 0.204442
threshold=0.0025217677466571335 0.00017767510871635753 0.00087947337306104611 0.00096484774257987748 0.0013560238294303419 0.00062670491752214741 0.00017767510871635753 0.0056525857653468856 0.0038949446752667431 0.0012357163941487672 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6 -8 -9 10 -5
right_child=1 3 -4 9 6 -7 7 8 -10 -11 -12
leaf_value=-7.1297605246825875e-05 -0.00013406066789963862 -0.00012650421672548586 -0.0032911896236551687 0.0024715905642061354 -0.0025001317858952266 0.0048460254941075252 -0.0015618796304211733 -0.00076142284428364234 0.0031227837497030679 0.0001850986179494833 0.00034113745191277948
leaf_weight=6938.4865349531174 230.23480534553528 110.86315643787384 101.4697904586792 350.29198145866394 240.03171920776367 76.814620733261108 163.89291512966156 86.271198630332947 94.176796913146973 865.55138731002808 301.91516160964966
leaf_count=3392 144 51 74 139 139 27 110 47 38 452 167
internal_value=0 0.000188707 -0.00109984 0.000375367 -0.000349027 0.0019087 -0.00107412 -8.00837e-05 0.00126577 0.00074385 0.00148538
internal_weight=0 2621.51 331.705 2289.81 772.05 187.678 584.373 344.341 180.448 1517.76 652.207
internal_count=4780 1388 218 1170 412 78 334 195 85 758 306
is_linear=0
shrinkage=0.06


Tree=590
num_leaves=12
num_cat=0
split_feature=8 1 19 135 19 78 85 99 110 135 45
split_gain=0.0385811 0.189043 0.243325 0.349399 0.343729 0.156326 0.266365 0.152264 0.174835 0.156781 0.209076
threshold=0.0044099434744566688 0.00017767510871635753 0.0034400182776153092 0.0012357163941487672 0.0022272822679951791 0.0022272822679951791 0.00093549740267917525 0.034632634371519096 0.00050559637020342063 0.00050559637020342063 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 10 -4
right_child=1 -3 7 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-9.6470563964762046e-05 0.0037116081360746298 -7.0002138334786034e-05 -0.0037064019310455577 -0.0011287230960480448 0.0070410394854300944 -0.002780727572534762 0.0041069916541894786 0.0024879757218692639 0.00080929228792971737 -0.0037022211812504295 0.0019830518448179981
leaf_weight=5827.2246264219284 90.394165754318237 2946.3286833763123 37.223417401313782 82.488567471504211 67.153841257095337 48.235830187797546 34.79241955280304 79.381752967834473 203.14863777160645 81.676616430282593 61.951509594917297
leaf_count=2837 30 1588 29 39 22 30 17 29 85 51 23
internal_value=0 0.0001506 0.000977059 0.00224102 0.00339644 0.00198515 0.000105524 9.58382e-05 -0.000398672 -0.00175557 -0.000152376
internal_weight=0 3732.78 786.447 323.065 240.576 173.422 83.0282 463.382 384 180.852 99.1749
internal_count=4780 1943 355 138 99 77 47 217 188 103 52
is_linear=0
shrinkage=0.06


Tree=591
num_leaves=12
num_cat=0
split_feature=109 44 121 123 51 25 17 24 141 102 62
split_gain=0.0359477 0.138355 0.264534 0.329318 0.187649 0.167873 0.154622 0.13814 0.206271 0.139803 0.161313
threshold=0.0058306583669036635 0.00044738779251929378 0.00064626874518580746 0.00093549740267917525 0.00096484774257987748 0.0032328735105693345 0.00017767510871635753 0.0095705352723598498 0.00085274505545385193 0.0010918468469753864 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -6 -1 -9 -10 -11
right_child=1 -3 -4 -5 6 -7 -8 8 9 10 -12
leaf_value=7.3022982893874282e-06 -0.0079326710905960537 -2.0645389844939665e-05 0.0011944531436266813 0.0022059051508231398 -0.00048793826221956105 -0.0025496620582701065 -0.005156148071841964 0.0033973761551983946 -0.00073513724576789146 0.0027905060168652469 -0.00094347607717992711
leaf_weight=3810.5916492938995 46.276447415351868 4894.5291084051132 112.89060640335083 47.696147918701172 88.298648595809937 37.967301249504089 35.9398512840271 107.7563419342041 188.55294013023376 127.68565034866333 61.815375208854675
leaf_count=2087 31 2267 45 22 41 22 28 41 109 54 33
internal_value=0 -0.000105116 -0.00122535 -0.00229169 -0.00332064 -0.00550664 -0.00183836 0.00012878 0.00108162 0.000421564 0.00157248
internal_weight=0 5263.6 369.069 256.178 208.482 84.2437 124.238 4296.4 485.81 378.054 189.501
internal_count=4780 2456 189 144 122 53 69 2324 237 196 87
is_linear=0
shrinkage=0.06


Tree=592
num_leaves=12
num_cat=0
split_feature=108 113 11 59 72 34 121 80 52 29 53
split_gain=0.0333845 0.123739 0.237765 0.358731 0.174679 0.145992 0.140225 0.146818 0.118112 0.117351 0.159804
threshold=0.0005375427135732026 0.0013146653072908523 0.0012357163941487672 0.0019672545604407792 0.011169348377734424 0.0025217677466571335 0.0018488886416889729 0.0016846025246195497 0.0042751494329422721 0.0017376682371832433 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -3 7 9 -7 10 -1
right_child=-2 5 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.00045246939299186176 -3.4997511401279136e-05 -0.0037655048287414733 0.0056115403701525127 -0.00041296215914397784 0.0039361546958883017 -0.0017913402149444463 0.0031354536127164252 -0.0033398653002129283 0.002291258909822424 -0.0029776150366596301 0.0026533397736590962
leaf_weight=219.08625817298889 8711.2760300636292 52.018461346626282 76.138804078102112 131.87182939052582 44.453199028968811 53.97784411907196 42.561883449554443 55.869159698486328 48.371964573860168 42.425749063491821 81.948885202407837
leaf_count=153 4283 38 29 80 22 37 18 41 20 28 31
internal_value=0 0.000359213 0.000700806 0.00216971 0.000683491 -0.00117729 -0.000138413 -0.000487353 0.000138154 -2.3348e-05 0.000393005
internal_weight=0 848.724 694.356 252.464 176.325 154.368 441.892 399.33 102.35 343.461 301.035
internal_count=4780 497 402 131 102 95 271 253 57 212 184
is_linear=0
shrinkage=0.06


Tree=593
num_leaves=12
num_cat=0
split_feature=3 34 47 72 96 10 121 117 71 9 25
split_gain=0.0339461 0.166969 0.154246 0.212242 0.470992 0.150003 0.147916 0.142087 0.191055 0.179233 0.155345
threshold=0.00096484774257987748 0.04273676127195359 0.0098710241727530974 0.013032016810029747 0.00093549740267917525 0.014740333426743748 0.029773407615721229 0.014293605927377941 0.0068083447404205808 0.00087947337306104611 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 7 -5 -3 -2 9 -9 10 -4
right_child=1 5 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-8.1065000281735448e-05 -0.00012038609901139725 -0.00043120316689087055 0.0018270702778948478 -0.0061040434406194298 0.0012445193437089078 -0.0050505221918960303 0.0032329566565966503 0.0019504058243857039 -0.0024998293025990841 0.0038963126846415352 -0.00026541655744897596
leaf_weight=6314.0607972145081 2112.9150950908661 67.557389140129089 410.01669478416443 48.167762994766235 90.189964175224304 40.466366291046143 48.440031766891479 62.627326250076294 77.962052464485168 102.082395195961 185.51419281959534
leaf_count=2951 1348 40 135 35 45 29 15 21 38 29 94
internal_value=0 0.000157689 0.000237532 0.000863354 -0.0013138 -0.00216163 -4.52314e-05 0.00122273 -0.000517415 0.00157342 0.00117524
internal_weight=0 3245.94 3137.92 976.56 138.358 108.024 2161.36 838.203 140.589 697.613 595.531
internal_count=4780 1829 1760 397 80 69 1363 317 59 258 229
is_linear=0
shrinkage=0.06


Tree=594
num_leaves=12
num_cat=0
split_feature=141 26 103 96 71 43 92 126 82 69 31
split_gain=0.0355147 0.14085 0.164008 0.130312 0.275548 0.221057 0.20859 0.192392 0.292228 0.171036 0.206469
threshold=0.00046126570669002836 0.0010918468469753864 0.0032328735105693345 0.0037758676335215573 0.0079489401541650313 0.066585760563611998 0.0092791137285530585 0.0019071503775194289 0.00040826165059115743 0.00017767510871635753 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 9 8 -6 -1 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=0.00026884124870390997 5.137215001036071e-05 -0.00045906124159372173 0.0039076683620476024 0.00098105381165074115 -0.00088248611070290152 0.00096588253598136492 0.0027433615098383848 -0.00031817340569986389 -0.0046305155963945622 -0.0040332524084517804 0.00048693480377027214
leaf_weight=474.73468291759491 7984.4032847881317 63.167008519172668 60.736010670661926 203.68832004070282 128.2253326177597 92.961297988891602 94.176796913146973 129.84923470020294 180.03959238529205 83.635999202728271 64.38250744342804
leaf_count=193 4078 29 17 93 62 32 38 38 115 50 35
internal_value=0 -0.000260331 0.00168147 -0.000426064 -0.000655721 -0.00169158 0.000111607 -0.00225546 -0.00307149 -0.000286384 -0.00206714
internal_weight=0 1575.6 123.903 1451.69 1248.01 531.075 716.93 438.114 308.265 622.753 148.019
internal_count=4780 702 46 656 563 247 316 215 177 278 85
is_linear=0
shrinkage=0.06


Tree=595
num_leaves=12
num_cat=0
split_feature=77 108 142 105 97 50 106 18 94 24 129
split_gain=0.032134 0.0954489 0.0601327 0.0418694 0.126812 0.253149 0.213057 0.210125 0.227481 0.208161 0.225432
threshold=0.066585760563611998 0.0026833302108570938 0.00096484774257987748 0.00017767510871635753 0.00038414125447161501 0.00087947337306104611 0.044033329933881767 0.00096484774257987748 0.0005375427135732026 0.002945306478068233 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 7 8 9 10 -1
right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=9.0625316463743998e-05 0.0019418549397267079 -0.0029889831323776043 -0.0010382746933566183 -5.3091444597273612e-05 0.00083316487062682373 -0.0019904709848418455 -0.001203331227530662 -0.0021300070866269714 0.0018557154610008709 -0.0026297651516385147 0.0030406597938068785
leaf_weight=519.93176579475403 41.817999601364136 50.7348952293396 58.436291933059692 7348.2747517824173 220.91436183452606 236.85683751106262 225.91734719276428 83.635999202728271 579.92389261722565 79.921435236930847 113.63449025154114
leaf_count=208 25 37 43 3782 114 134 80 50 232 37 38
internal_value=0 -0.000868368 0.000204795 1.3935e-05 0.000252941 -0.000627821 0.000504467 0.000784647 0.000973118 0.000255741 0.000619734
internal_weight=0 150.989 100.254 9409.01 2060.74 457.771 1602.96 1377.05 1293.41 713.488 633.566
internal_count=4780 105 68 4675 893 248 645 565 515 283 246
is_linear=0
shrinkage=0.06


Tree=596
num_leaves=12
num_cat=0
split_feature=60 26 17 17 136 82 63 136 106 121 69
split_gain=0.0352577 0.204552 0.211269 0.189046 0.162936 0.14225 0.189569 0.258938 0.118104 0.245851 0.242319
threshold=0.0045489775948226461 0.00042089859198313212 0.0058306583669036635 0.19438949227333072 0.0005375427135732026 0.0049928687512874612 0.0038949446752667431 0.00017767510871635753 0.024810968898236755 0.016164712607860569 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 8 -4 6 7 -3 9 -2 -10
right_child=1 2 4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=-5.1631727988208243e-05 0.00050826564086561951 -0.0019978344896546046 0.0025952352407033921 0.0043519635384191672 -0.0013881551565343032 0.00039094742729159181 -0.00091317147519004536 -0.0083908847831677541 -0.00060956530126636207 -0.0036306861914148854 0.0047119088035947514
leaf_weight=7961.4497948884964 965.53341007232666 53.438161849975586 85.731516361236572 47.764215111732483 64.990256905555725 68.301272988319397 94.512277603149414 39.790549635887146 57.356927394866943 54.585593581199646 66.546091794967651
leaf_count=3906 540 29 39 17 38 33 61 31 27 40 19
internal_value=0 0.000257148 -0.000904616 0.000653665 0.000877623 -0.00195375 -0.00280676 -0.00472643 0.000499257 0.000286794 0.0022485
internal_weight=0 1598.55 406.764 1191.79 150.722 256.042 187.741 93.2287 1144.02 1020.12 123.903
internal_count=4780 874 231 643 77 154 121 60 626 580 46
is_linear=0
shrinkage=0.06


Tree=597
num_leaves=12
num_cat=0
split_feature=2 102 117 116 149 23 65 123 103 80 2
split_gain=0.0329435 0.212831 0.155353 0.164861 0.132225 0.119809 0.117086 0.193849 0.213043 0.415091 0.226391
threshold=0.00043393640953581786 0.010829726699739696 0.0019672545604407792 0.00017767510871635753 0.00070876078098081063 0.036783467978239066 0.0016846025246195497 0.00052132029668428015 0.00055427959887310873 0.0041444667149335155 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -4 7 8 -2 -10 -11
right_child=1 2 5 4 -6 -7 -8 -9 9 10 -12
leaf_value=6.216869529660842e-05 0.00028354340652268903 0.002164081160440996 0.00094695664641317526 -0.0038579338762270233 -0.00014044754805037297 0.0037547224959963137 0.00033040435284358726 -0.0018664719130147419 0.000140220158869948 -0.0020414586488533854 -0.0085161580669909573
leaf_weight=7289.080010175705 592.69634187221527 52.966546773910522 377.65527307987213 61.20762574672699 78.774003505706787 63.978959560394287 400.41912722587585 436.83059358596802 128.49760138988495 37.359551787376404 40.534433484077454
leaf_count=3890 199 16 130 30 26 17 173 214 42 19 24
internal_value=0 -0.000199546 0.000733194 -0.0006871 -0.00176594 0.00135371 -0.000561268 -0.000850157 -0.000294577 -0.00195477 -0.00541076
internal_weight=0 2270.92 634.582 192.948 139.982 441.634 1636.34 1235.92 799.088 206.392 77.894
internal_count=4780 890 219 72 56 147 671 498 284 85 43
is_linear=0
shrinkage=0.06


Tree=598
num_leaves=12
num_cat=0
split_feature=49 4 110 122 88 70 33 44 109 100 2
split_gain=0.0352746 0.110685 0.0890569 0.0889445 0.202202 0.162614 0.0730284 0.0885954 0.0719584 0.152863 0.0711064
threshold=0.0012745757703669371 0.0005375427135732026 0.0058306583669036635 0.00017767510871635753 0.0062037324532866487 0.0019071503775194289 0.011519505176693203 0.011519505176693203 0.0058306583669036635 0.0033348383149132137 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 6 4 5 -2 7 8 -3 -10 -1
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=5.7461244940711855e-05 0.005540398985724994 -0.0006067743903589391 -0.0024326935131589091 -0.00054524711674583501 -4.1175690538897654e-05 0.0010277182346970129 0.0018037646359195755 -0.0024609945004677547 0.002711596234909624 -0.001844417469505601 -0.00035197488233229589
leaf_weight=6815.3031232357025 67.153841257095337 177.40439295768738 55.261410236358643 70.056454181671143 102.21367430686951 50.263280153274536 76.746553540229797 54.585593581199646 84.44795024394989 38.643117904663086 1967.9206765890121
leaf_count=3579 22 118 38 47 67 24 32 40 38 20 755
internal_value=0 0.000387554 -0.000164787 0.00131628 0.00191005 0.00360864 0.000125439 -0.000237311 0.000166626 0.00128128 -3.42748e-05
internal_weight=0 776.776 487.089 289.687 219.631 117.417 431.828 355.081 300.495 123.091 8783.22
internal_count=4780 446 286 160 113 46 248 216 176 58 4334
is_linear=0
shrinkage=0.06


Tree=599
num_leaves=12
num_cat=0
split_feature=28 39 44 18 70 132 147 142 28 10 7
split_gain=0.0347201 0.138109 0.178962 0.277479 0.351647 0.219185 0.25915 0.212579 0.193345 0.212929 0.163459
threshold=0.00046126570669002836 0.013032016810029747 0.0033348383149132137 0.00075379351619631063 0.0084566329605877417 0.0011615398107096555 0.013032016810029747 0.0062037324532866487 0.00017767510871635753 0.028884131461381916 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 8 9 -7 -3
right_child=-2 10 5 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=0.00023943255493218067 -0.00010512184423468624 -0.0023491829105085379 0.00055972657811434283 -0.0019347296023428837 -0.0039589395885905156 -0.0024745007906159092 -0.002603030284418645 0.0047804680624926581 0.0042116957296760571 0.0030567578316101802 0.0025415645462169459
leaf_weight=1894.0670254230499 5181.0026344060898 145.92298948764801 1617.9641758203506 281.17390215396881 74.651036381721497 66.881572484970093 98.970725417137146 82.624701857566833 47.088398456573486 40.06281840801239 29.590087890625
leaf_count=844 2806 96 639 166 43 42 67 29 19 11 18
internal_value=0 0.000124375 0.000193228 -0.000171579 8.02362e-05 0.000613365 0.000377413 0.00232518 0.00100813 -0.000402416 -0.00152464
internal_weight=0 4379 4203.48 2249.89 1968.72 1953.59 1716.93 236.657 154.033 106.944 175.513
internal_count=4780 1974 1860 1053 887 807 706 101 72 53 114
is_linear=0
shrinkage=0.06


Tree=600
num_leaves=12
num_cat=0
split_feature=3 71 30 102 25 149 37 73 36 44 17
split_gain=0.03252 0.121272 0.255928 0.110632 0.151003 0.142474 0.192236 0.178004 0.176751 0.146945 0.19439
threshold=0.00096484774257987748 0.072653736919164671 0.0026833302108570938 0.0016846025246195497 0.044033329933881767 0.02129978779703379 0.0018488886416889729 0.00073092587990686308 0.0005375427135732026 0.024810968898236755 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 9 7 -7 -9 10 -5
right_child=1 2 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00018157064841248572 6.9092079815497604e-05 0.0037104042390878173 -0.0010667540038290615 0.00017629973596741905 -0.0029617439012053198 -0.0010762537033421665 0.0016729652199467253 -0.0068400394706389488 -0.0016742048020593179 0.0011034521599985253 -0.00099529923354430222
leaf_weight=3615.5090205669403 3079.5424355268478 97.487812995910645 68.909022450447083 1066.954554438591 55.869159698486328 177.4773154258728 55.533679008483887 48.303897380828857 47.088398456573486 270.97829568386078 976.34647655487061
leaf_count=1743 1760 33 36 427 41 65 18 25 19 105 508
internal_value=0 0.000154341 0.00173207 -7.93439e-05 0.000133737 -0.000375369 -0.00154487 -0.00219976 -0.00429003 -0.000209414 -0.000383523
internal_weight=0 3245.94 166.397 6314.06 3671.38 2642.68 328.403 272.87 95.3923 2314.28 2043.3
internal_count=4780 1829 69 2951 1784 1167 127 109 44 1040 935
is_linear=0
shrinkage=0.06


Tree=601
num_leaves=12
num_cat=0
split_feature=8 2 69 69 79 140 112 112 31 95 47
split_gain=0.0340265 0.18046 0.19458 0.27113 0.518174 0.20724 0.219603 0.188345 0.202314 0.199211 0.229942
threshold=0.0044099434744566688 0.010180860292166473 0.00046126570669002836 0.00039601318712811922 0.0026012937305495147 0.021960759535431865 0.0062037324532866487 0.00082683752407319855 0.0046923852059990176 0.0011261500185355546 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -4 -7 8 9 -2 -11
right_child=1 -3 5 4 -6 6 -8 -9 -10 10 -12
leaf_value=-9.0597390442638941e-05 0.00068516881889540916 -0.0037431209099172912 0.00013284068824507685 0.0077843188155562399 -0.0005941922575771404 -0.0019185086891474992 0.0020494234961652043 0.0019857235504795413 0.0025026235635080521 0.00071752419050457586 -0.0026651735164671007
leaf_weight=5827.2246264219284 338.73503112792969 42.561883449554443 2175.8341112136841 54.925929546356201 51.478779077529907 346.97611010074615 58.708560705184937 246.4544050693512 106.26857423782349 114.57772040367126 196.25433683395386
leaf_count=2837 178 18 1157 15 30 192 23 96 55 64 115
internal_value=0 0.000141431 0.000186235 0.000851059 0.00373078 -9.92899e-05 -0.00134429 0.000545343 7.56796e-05 -0.000321366 -0.00141826
internal_weight=0 3732.78 3690.21 1108.69 106.405 2581.52 405.685 1002.29 755.836 649.567 310.832
internal_count=4780 1943 1925 553 45 1372 215 508 412 357 179
is_linear=0
shrinkage=0.06


Tree=602
num_leaves=12
num_cat=0
split_feature=106 112 15 46 1 50 142 105 150 124 12
split_gain=0.0349773 0.270281 0.200998 0.10742 0.102101 0.133504 0.191112 0.200412 0.145654 0.122291 0.100974
threshold=0.00064626874518580746 0.0028552538715302949 0.0087224207818508166 0.21471316367387774 0.0010585968848317864 0.0016846025246195497 0.0062037324532866487 0.0025217677466571335 0.00017767510871635753 0.0033348383149132137 0.0045489775948226461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -6 -4
right_child=-2 -3 10 -5 9 6 7 -9 -10 -11 -12
leaf_value=-0.0002929058457293785 4.6883385745493217e-05 -0.0041011937502514213 -0.0043539951396461673 0.0025449421062160239 -0.0017892237946319273 0.0020005913106662201 0.00536466560794729 0.00027577335890712894 -0.0013080795105618018 0.0002282570510025961 -0.00018162133996644221
leaf_weight=410.34246492385864 8192.7785305976868 63.570556402206421 57.15272581577301 61.815375208854675 210.03322815895081 88.230581402778625 68.369340181350708 47.020331263542175 104.78080654144287 223.00502371788025 32.901103973388672
leaf_count=254 3922 47 42 33 151 46 28 24 69 151 13
internal_value=0 -0.000280939 -9.46496e-05 0.000108296 -2.24768e-05 0.000416012 0.00135926 0.00329098 0.000204401 -0.000750266 -0.00282962
internal_weight=0 1367.22 1303.65 1213.6 1151.78 718.744 308.401 115.39 193.011 433.038 90.0538
internal_count=4780 858 811 756 723 421 167 52 115 302 55
is_linear=0
shrinkage=0.06


Tree=603
num_leaves=12
num_cat=0
split_feature=131 95 1 52 12 149 89 10 144 45 6
split_gain=0.0349488 0.14576 0.247143 0.216274 0.194595 0.274272 0.239829 0.218714 0.225283 0.244439 0.17831
threshold=0.00096484774257987748 0.00057154725072905432 0.0005375427135732026 0.010500331409275534 0.00017767510871635753 0.010180860292166473 0.00047558375808876013 0.057509137317538268 0.0023699469165876512 0.014293605927377941 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 10 5 -2 7 8 9 -6 -3
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00011224458248449429 0.0022490631234490166 0.0010521403639570292 -7.9494079938203346e-06 0.0037046754619530393 -0.002676155619934431 -0.0023091617044948979 7.5354231264284819e-05 0.0017679071838683205 -0.00035839986369763627 -0.007944575680549737 -0.0020851403872608428
leaf_weight=4884.2460136413574 176.80149877071381 827.25346064567566 2561.3901273012161 103.22982692718506 211.58906304836273 64.990256905555725 444.527135014534 51.075231194496155 126.8056321144104 37.291484594345093 70.80033802986145
leaf_count=2403 67 359 1326 40 132 38 268 12 71 24 40
internal_value=0 0.00011725 0.000304499 0.00110377 -0.000482085 0.00102388 -0.000900005 -0.00191597 -0.0024168 -0.00346556 0.000804805
internal_weight=0 4675.75 3562.67 1001.28 1113.08 241.792 871.289 426.761 375.686 248.881 898.054
internal_count=4780 2377 1765 439 612 105 507 239 227 156 399
is_linear=0
shrinkage=0.06


Tree=604
num_leaves=12
num_cat=0
split_feature=43 2 105 134 113 29 142 143 95 92 60
split_gain=0.0366439 0.107115 0.225112 0.359982 0.239546 0.148549 0.163239 0.17296 0.17027 0.190914 0.269851
threshold=0.0081988852471113222 0.00080172589514404546 0.00073092587990686308 0.00052132029668428015 0.0034400182776153092 0.0027679565828293566 0.00052132029668428015 0.0011261500185355546 0.0049928687512874612 0.028020657598972324 0.0054799309000372895
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 -9
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12
leaf_value=-5.5604787064016457e-05 -0.00062010924914902865 0.0007160240566547705 -0.0074120891790655534 0.0014626314205857336 -0.0020959983711250551 0.0037308472976721155 -0.0024063115472431084 0.00075526569423943859 0.002855846165170707 0.0035745398009660459 -0.0026318583401200397
leaf_weight=7810.0279285907745 301.44354653358459 258.4149032831192 41.817999601364136 78.166254043579102 112.89060640335083 68.437407374382019 60.531809091567993 523.98666572570801 136.13093090057373 67.153841257095337 100.99817538261414
leaf_count=4071 154 75 25 23 45 23 32 196 53 22 61
internal_value=0 0.000248161 -0.000503201 -0.00185614 -0.00353295 0.000541433 0.000907214 0.000689795 0.000916066 0.000534547 0.000207903
internal_weight=0 1749.97 491.29 232.875 154.709 1258.68 957.239 888.801 828.27 692.139 624.985
internal_count=4780 709 168 93 70 541 387 364 332 279 257
is_linear=0
shrinkage=0.06


Tree=605
num_leaves=12
num_cat=0
split_feature=123 109 44 99 22 71 99 42 33 33 12
split_gain=0.0345757 0.132028 0.193815 0.157164 0.126038 0.124258 0.195129 0.197953 0.131184 0.376449 0.28217
threshold=0.00066645268816500913 0.02129978779703379 0.032603342086076743 0.0068083447404205808 0.0015833032084628942 0.27827766537666326 0.010500331409275534 0.017724351026117805 0.0046923852059990176 0.0070226341485977182 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -3 6 8 -8 10 -10 -2
right_child=1 4 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-7.0057951659657636e-05 0.0015878402277542437 -0.0022635319666884464 0.0006713028685610791 0.0054098360751312947 0.0010429702487903204 0.0031247808620931158 -0.00066351960789326882 -0.0055196806362230021 0.0036348857807133 -0.00011082244390107497 -0.00035515142833043888
leaf_weight=6942.8137036561966 357.45369589328766 141.6006760597229 54.113978505134583 47.156465649604797 58.708560705184937 51.007164001464844 379.53687810897827 32.833036780357361 158.01962208747864 248.47699975967407 1088.279286980629
leaf_count=3360 137 80 27 14 23 17 230 18 65 138 671
internal_value=0 0.000185848 0.000308533 0.0028778 -0.00129443 0.000196169 0.000130206 -0.00105017 0.000392998 0.00134527 0.000125248
internal_weight=0 2617.19 2416.88 101.27 200.309 2315.61 2264.6 412.37 1852.23 406.497 1445.73
internal_count=4780 1420 1317 41 103 1276 1259 248 1011 203 808
is_linear=0
shrinkage=0.06


Tree=606
num_leaves=12
num_cat=0
split_feature=29 146 142 33 117 45 25 89 140 104 59
split_gain=0.0373301 0.0751811 0.151716 0.14171 0.139214 0.148269 0.236605 0.19231 0.184843 0.270747 0.146368
threshold=0.0010585968848317864 0.011519505176693203 0.0028552538715302949 0.00017767510871635753 0.0095705352723598498 0.00064626874518580746 0.00042089859198313212 0.0017376682371832433 0.0051502294372767219 0.00017767510871635753 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 9 -7 -11
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.0038558962161632229 -4.8886331880742593e-05 0.0032324707454058988 0.004598759536174838 -0.00062074252338014139 -0.0016260769451159867 0.0060189429176485338 0.00010784406736346269 -0.00075302889158608739 -0.00047654699934393356 0.00049346482594927728 0.0031776841644204916
leaf_weight=67.489321947097778 8170.8801288604736 48.979714035987854 41.278317332267761 115.11740267276764 146.73494052886963 55.533679008483887 275.63123452663422 193.55107021331787 129.5769659280777 199.90568888187408 115.32160425186157
leaf_count=45 4006 23 17 72 84 18 192 123 58 85 57
internal_value=0 0.000287552 0.00134727 0.000529365 0.000103695 0.000348454 -0.000671795 0.000852956 0.00147422 0.00215599 0.00147545
internal_weight=0 1389.12 205.375 164.097 1183.74 1037.01 343.121 693.889 500.338 370.761 315.227
internal_count=4780 774 112 95 662 578 237 341 218 160 142
is_linear=0
shrinkage=0.06


Tree=607
num_leaves=12
num_cat=0
split_feature=60 142 25 82 47 79 40 58 51 71 68
split_gain=0.03464 0.173532 0.188871 0.179345 0.240086 0.194737 0.151923 0.255035 0.257548 0.190537 0.143161
threshold=0.0045489775948226461 0.0062037324532866487 0.00042089859198313212 0.00073092587990686308 0.0049928687512874612 0.00043393640953581786 0.00747153488919139 0.00017767510871635753 0.0044099434744566688 0.072653736919164671 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 -1 8 -8 10 -9
right_child=1 3 -4 5 -6 -7 7 9 -10 -11 -12
leaf_value=7.8636197388020639e-05 -0.0025599296756428067 0.00072397391522174728 7.9973449246215354e-06 -0.0029588481607922541 0.004129288049586996 0.00056199900684079397 -0.00028585611375017678 -0.00096093797063793139 0.0045913505244456381 0.0011053582884808055 -0.0042726776291256117
leaf_weight=6393.1751366853714 125.3859316110611 209.83388185501099 580.38579714298248 63.706690788269043 115.59387302398682 503.6440988779068 97.079409837722778 1196.6385231018066 65.126391291618347 160.51868712902069 48.911646842956543
leaf_count=2952 80 118 341 37 37 261 63 763 28 72 28
internal_value=0 0.000254885 -0.000448215 0.000810709 0.00193356 0.00016665 -5.11774e-05 -0.000580371 0.00167237 -0.000840249 -0.00109099
internal_weight=0 1598.55 705.772 892.779 325.428 567.351 7961.45 1568.27 162.206 1406.07 1245.55
internal_count=4780 874 421 453 155 298 3906 954 91 863 791
is_linear=0
shrinkage=0.06


Tree=608
num_leaves=12
num_cat=0
split_feature=7 88 89 144 72 13 148 16 104 105 108
split_gain=0.0351038 0.162334 0.157479 0.152195 0.0763582 0.117244 0.122707 0.0852869 0.0757719 0.0650106 0.12298
threshold=0.0072436286136507997 0.00039601318712811922 0.00096484774257987748 0.00096484774257987748 0.015675474889576439 0.00068727668258361529 0.014740333426743748 0.0010918468469753864 0.0033348383149132137 0.011169348377734424 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 6 -4 -7 -9 -3 -11
right_child=1 2 4 -5 -6 7 -8 8 -10 10 -12
leaf_value=-3.807138452762622e-05 0.0042870690213875733 -0.0015519890940911872 0.00060069146719331375 -0.00049409998572626289 -2.4258428846559366e-05 -0.0011295888477995202 0.0049022647549775205 7.0684261443664323e-06 0.0034172248876943368 -0.0018342324477590556 0.0020590422157007291
leaf_weight=8615.3489072322845 67.085774064064026 217.80269205570221 41.21025013923645 37.291484594345093 244.14983105659485 69.312570333480835 56.749177932739258 48.843579649925232 45.129015684127808 55.869159698486328 61.20762574672699
leaf_count=4183 27 152 22 24 170 54 24 33 20 41 30
internal_value=0 0.000347216 7.00041e-05 0.00257887 0.000738627 0.00145159 0.00309265 0.000467076 0.00164475 -0.00093907 0.000201168
internal_weight=0 944.651 840.274 104.377 505.394 261.245 97.9594 163.285 93.9726 334.879 117.077
internal_count=4780 597 546 51 323 153 46 107 53 223 71
is_linear=0
shrinkage=0.06


Tree=609
num_leaves=12
num_cat=0
split_feature=42 58 134 101 104 70 47 110 101 59 117
split_gain=0.0336257 0.119749 0.11603 0.118038 0.112593 0.109671 0.104001 0.233314 0.238968 0.139635 0.0989492
threshold=0.032603342086076743 0.00046126570669002836 0.00055427959887310873 0.0042751494329422721 0.066585760563611998 0.0041444667149335155 0.057509137317538268 0.00017767510871635753 0.00064626874518580746 0.000490355829242617 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 10 -1 8 -8 -9 -3
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-6.7125638932039826e-06 -0.0014837645305739743 0.00063221099797507478 -0.0014691502050605896 -0.0010670556837562191 -0.0002026171506472058 -0.0001267944853236432 -0.0069514365920916622 0.0024374873997274104 -0.00048068065499360426 -0.0012845747720825944 0.0023867688707008756
leaf_weight=8100.6535533666611 122.68752026557922 180.85639870166779 98.771379113197327 121.40395414829254 232.67551374435425 143.36071252822876 43.033498525619507 57.424994587898254 39.318934559822083 98.567177534103394 321.24643111228943
leaf_count=4305 40 55 34 39 60 46 31 22 18 49 81
internal_value=0 0.000294074 0.000492668 0.000686528 0.000928963 0.00133687 -4.30585e-05 -0.00127835 -0.00386199 8.56183e-05 0.00175478
internal_weight=0 1221 1098.31 999.543 878.139 645.464 8339 238.345 82.3524 155.992 502.103
internal_count=4780 355 315 281 242 182 4425 120 49 71 136
is_linear=0
shrinkage=0.06


Tree=610
num_leaves=12
num_cat=0
split_feature=29 15 109 54 133 108 30 5 135 84 125
split_gain=0.0338113 0.102594 0.143488 0.131338 0.198908 0.236705 0.15861 0.119637 0.106055 0.100204 0.084878
threshold=0.0010585968848317864 0.099488973617553725 0.01884530205279589 0.0053125319536775359 0.0054799309000372895 0.0098710241727530974 0.007706565549597145 0.00017767510871635753 0.1067372113466263 0.0048403022810816774 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 7 -5 -1 -8 -2
right_child=10 -3 -4 4 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00030586226367714447 0.000308610339104094 0.0026978416243482926 0.0030296358794157786 7.6064782939810609e-05 -0.0035104466994034999 -0.0043787881426392119 -0.0030803493034993906 0.0032498773543290496 0.0038127459047114249 0.00095833569555806714 -0.00015182683469727154
leaf_weight=847.5717511177063 1868.6728271245956 60.128261208534241 60.06019401550293 91.677731871604919 82.216298699378967 41.886066794395447 57.15272581577301 80.12563681602478 32.225287318229675 36.075985670089722 6302.207301735878
leaf_count=534 756 14 19 31 59 20 42 22 15 18 3250
internal_value=0 0.000273664 0.000163986 2.83509e-05 -0.000889491 -0.000187398 0.000475016 0.00155627 0.000434313 -0.00151753 -4.65253e-05
internal_weight=0 1389.12 1328.99 1268.93 389.134 306.918 265.032 171.803 879.797 93.2287 8170.88
internal_count=4780 774 760 741 192 133 113 53 549 60 4006
is_linear=0
shrinkage=0.06


Tree=611
num_leaves=12
num_cat=0
split_feature=56 94 80 12 105 74 110 65 95 117 10
split_gain=0.0358427 0.114074 0.194041 0.105599 0.0938891 0.178157 0.126274 0.124048 0.129301 0.115526 0.135679
threshold=0.00080172589514404546 0.00017767510871635753 0.0032328735105693345 0.00017767510871635753 0.0092791137285530585 0.0010585968848317864 0.0016846025246195497 0.0063990866765379914 0.0014881226234138014 0.0031340263085439806 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -6 8 -8 10 -7
right_child=1 3 -4 4 6 9 7 -9 -10 -11 -12
leaf_value=-4.7136586684778366e-05 -6.9245030739949952e-05 0.0020310910095191117 0.0048007022457721713 -0.0011105462545661765 -0.00078027535696962148 0.0003354967152644924 -0.00090722872141275792 0.0047480107742683521 0.0026703975548971848 -0.0007000982290493161 0.0034223252667626293
leaf_weight=8208.7161509990692 67.557389140129089 95.460363030433655 52.222662925720215 488.84419965744019 105.38855600357056 133.62701058387756 68.165138602256775 40.670567870140076 77.962052464485168 138.22159278392792 83.164384126663208
leaf_count=3990 40 39 23 300 72 94 43 14 38 90 37
internal_value=0 0.000286343 0.00205399 0.000114416 -4.66402e-05 -0.000367605 0.00088033 0.00181722 0.00100151 0.000655408 0.00151965
internal_weight=0 1351.28 119.78 1231.5 1136.04 843.857 292.186 186.798 146.127 355.013 216.791
internal_count=4780 790 63 727 688 521 167 95 81 221 131
is_linear=0
shrinkage=0.06


Tree=612
num_leaves=12
num_cat=0
split_feature=117 101 15 22 114 138 81 99 125 45 83
split_gain=0.0352672 0.124109 0.109745 0.105243 0.131253 0.184319 0.185766 0.136493 0.105162 0.121845 0.196685
threshold=0.00062670491752214741 0.010829726699739696 0.099488973617553725 0.0014427106943912806 0.00096484774257987748 0.00052132029668428015 0.0048403022810816774 0.0068083447404205808 0.0098710241727530974 0.00064626874518580746 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 9 -1 -11
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.0029394350305837055 -3.9247111168961541e-05 0.0037026298056949719 0.002387901268540871 0.0029042035593520041 0.00057166433065925838 -0.0003453829965909134 0.0046604931604303486 0.0016306964397098283 -0.0046011195559485006 0.0016402988888967389 -0.0031752664096046644
leaf_weight=86.203131437301636 8566.4275498390198 37.967301249504089 76.274938464164734 43.169632911682129 110.93122363090515 350.28227090835571 62.559259057044983 54.182045698165894 37.899234056472778 87.083149671554565 47.020331263542175
leaf_count=52 4251 22 19 21 46 235 26 22 27 35 24
internal_value=0 0.000338382 0.000204717 1.53431e-05 -0.000133804 0.000446741 0.00204606 -0.00110719 -0.00168171 -0.00117948 -4.81694e-05
internal_weight=0 993.573 955.605 879.33 836.161 523.773 173.49 312.388 258.206 220.307 134.103
internal_count=4780 529 507 488 467 307 72 160 138 111 59
is_linear=0
shrinkage=0.06


Tree=613
num_leaves=12
num_cat=0
split_feature=49 4 136 88 110 102 80 7 144 122 35
split_gain=0.03579 0.0882159 0.0996106 0.119127 0.0754235 0.07491 0.0641747 0.0502405 0.205352 0.131013 0.203667
threshold=0.0012745757703669371 0.0005375427135732026 0.00017767510871635753 0.00747153488919139 0.0058306583669036635 0.00082683752407319855 0.0072436286136507997 0.0072436286136507997 0.00017767510871635753 0.0026833302108570938 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -3 -7 -1 -9 10 -10
right_child=1 4 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=-7.8472995107597171e-05 0.00040841193623274288 -0.0021166465971798882 0.0046073824052995848 0.00045415958513201818 -0.0021898341929395028 0.0001562983955606108 0.0025641916217164144 0.0039046736312424268 -0.0021797301520946367 0.0023300566558745461 0.00043588932983786293
leaf_weight=8030.0281919240952 189.16068959236145 46.276447415351868 55.465611815452576 45.060948491096497 55.261410236358643 340.42214512825012 45.129015684127808 56.749177932739258 138.76127505302429 86.947015285491943 470.73813962936401
leaf_count=3871 112 31 23 25 38 197 20 24 98 45 296
internal_value=0 0.000390375 0.00121949 0.0027457 -0.000102727 0.000164362 0.000438144 -3.45243e-05 0.000434025 0.000151224 -0.000159594
internal_weight=0 776.776 289.687 100.527 487.089 431.828 385.551 8783.22 753.196 696.446 609.499
internal_count=4780 446 160 48 286 248 217 4334 463 439 394
is_linear=0
shrinkage=0.06


Tree=614
num_leaves=12
num_cat=0
split_feature=1 101 15 81 21 110 146 40 19 44 95
split_gain=0.0342061 0.134742 0.233554 0.138914 0.129686 0.205737 0.18426 0.14682 0.214 0.222083 0.175122
threshold=0.0037758676335215573 0.028020657598972324 0.0058306583669036635 0.0035485138650983576 0.0015833032084628942 0.00017767510871635753 0.00899649551138282 0.00080172589514404546 0.00060774214216507982 0.0070226341485977182 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 -6 -7 -9 -10 -11
right_child=1 2 3 -5 5 7 -8 8 9 10 -12
leaf_value=-6.5004812993534245e-05 -0.00041000723563253702 0.0032747156467234969 -0.0033255535897168519 0.0014517141721669699 0.00091359544204445921 -0.0020775760823118234 0.0044024511198540988 0.0037919180330945987 -0.0010103889381894761 0.0021244063313170278 -0.00096073421968915606
leaf_weight=7198.5107744932175 1077.2717294692993 127.14596807956696 40.534433484077454 47.696147918701172 170.99141764640808 101.20237696170807 79.989502429962158 60.06019401550293 341.30216336250305 220.64694833755493 94.648411989212036
leaf_count=3587 622 46 24 22 65 46 32 19 180 86 51
internal_value=0 0.000198154 0.00162882 -0.000743033 5.45774e-05 0.000522827 0.00202552 6.16873e-05 0.000363782 5.02041e-05 0.00119828
internal_weight=0 2361.49 215.377 88.2306 2146.11 1068.84 250.981 817.86 716.658 656.598 315.295
internal_count=4780 1193 92 46 1101 479 97 382 336 317 137
is_linear=0
shrinkage=0.06


Tree=615
num_leaves=12
num_cat=0
split_feature=132 50 70 96 63 49 33 124 83 45 12
split_gain=0.031696 0.110601 0.11164 0.127119 0.338261 0.0670201 0.0611288 0.060942 0.186839 0.195241 0.115422
threshold=0.007706565549597145 0.021960759535431865 0.0041444667149335155 0.0012357163941487672 0.0021592099219560628 0.00087947337306104611 0.0015349716995842757 0.02129978779703379 0.010180860292166473 0.010180860292166473 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -5 -4 -6 -1 10 -10 -9
right_child=1 -3 5 4 6 -7 -8 8 9 -11 -12
leaf_value=1.102581640772454e-05 0.00019641738261213211 -0.0027251933399396306 -0.0033773866297429076 0.0048777880527588946 0.0012621585692809316 7.504601775735334e-05 -0.0016288570269494486 0.0025577893957719057 -0.0037100079382806285 0.000413496218910112 -0.00033448782573330585
leaf_weight=8390.9873949289322 310.0201061964035 37.967301249504089 35.9398512840271 88.974465250968933 54.045911312103271 46.344514608383179 51.342644691467285 59.316310167312622 115.04933547973633 64.518641829490662 305.49359118938446
leaf_count=4084 191 22 28 39 32 26 40 26 77 25 190
internal_value=0 0.000413207 0.000616315 0.00095062 0.00215362 -0.00143289 -0.000146271 -2.88856e-05 -0.000644076 -0.00222844 0.000135782
internal_weight=0 624.635 586.667 504.383 194.363 82.2844 105.389 8935.37 544.378 179.568 364.81
internal_count=4780 378 356 302 111 54 72 4402 318 102 216
is_linear=0
shrinkage=0.06


Tree=616
num_leaves=12
num_cat=0
split_feature=26 0 4 118 101 65 108 140 110 112 20
split_gain=0.0331654 0.0425786 0.114609 0.169756 0.163879 0.132469 0.188067 0.157692 0.151575 0.190633 0.300358
threshold=0.020658296532928947 0.0058306583669036635 0.0011615398107096555 0.048151826485991485 0.14610802382230761 0.0084566329605877417 0.0016846025246195497 0.076978169381618514 0.13479631394147876 0.0048403022810816774 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 8 9 -1 -11
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=3.512479175898878e-05 0.0012637489502373459 0.00016394544735703041 -0.00035067688051464407 -0.0023694031855962688 -0.0034982134596736377 -0.00092167156900604702 0.0024409664391692445 0.0016799871050634286 0.0028834351566905791 -0.0033836854805133648 0.0010026000809434759
leaf_weight=2942.9641659259796 74.179421305656433 3305.2701469659805 2290.757022857666 97.687159299850464 61.139558553695679 86.203131437301636 196.05499053001404 204.02865600585938 62.627326250076294 148.76239049434662 90.326098561286926
leaf_count=1454 30 1711 1148 66 35 52 82 68 21 78 35
internal_value=0 -9.88256e-06 -0.000102843 9.96608e-05 -0.0004325 0.000164308 0.001414 6.20273e-05 -3.97116e-05 -9.72433e-05 -0.00172657
internal_weight=0 9485.82 6180.55 3828.65 2351.9 3730.97 282.258 3448.71 3244.68 3182.05 239.088
internal_count=4780 4750 3039 1856 1183 1790 134 1656 1588 1567 113
is_linear=0
shrinkage=0.06


Tree=617
num_leaves=12
num_cat=0
split_feature=104 141 24 15 21 71 59 20 82 117 135
split_gain=0.0322476 0.110595 0.192128 0.214926 0.349975 0.275001 0.259783 0.141703 0.171897 0.195241 0.188944
threshold=0.015200819820165636 0.0005893622583243997 0.014293605927377941 0.014740333426743748 0.0015833032084628942 0.017724351026117805 0.0014427106943912806 0.00043393640953581786 0.0070226341485977182 0.010829726699739696 0.00039601318712811922
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 -1 9 -9 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=-0.00095430409207202861 0.00022092704632507487 4.7873545917314969e-05 0.0027929063149382369 -0.0016182570014036226 -0.003635056596876051 0.0015297230919559019 -0.0079327884362634174 -0.00018186875476947968 -0.0026691833306406489 0.0047544389532737652 0.00053594119640563358
leaf_weight=555.39029145240784 1904.6272442340851 6361.7083923816681 58.708560705184937 41.886066794395447 61.747308015823364 93.029365181922913 53.302027463912964 222.66954302787781 53.97784411907196 74.923305153846741 78.030119657516479
leaf_count=319 640 3453 23 20 38 27 39 128 37 23 33
internal_value=0 -5.49658e-05 -0.000560687 -0.000720114 -0.00229137 -0.000530738 -0.00515418 -0.00032137 0.00049689 0.000951862 0.00260235
internal_weight=0 7655.37 1293.66 1234.96 249.965 154.777 95.1881 984.991 429.601 375.623 152.953
internal_count=4780 4140 687 664 124 65 59 540 221 184 56
is_linear=0
shrinkage=0.06


Tree=618
num_leaves=12
num_cat=0
split_feature=71 40 105 118 72 99 124 142 10 51 46
split_gain=0.0352255 0.150748 0.173628 0.213903 0.260792 0.167934 0.185599 0.204925 0.142798 0.124991 0.102204
threshold=0.15819545835256579 0.018276390619575981 0.0015349716995842757 0.00064626874518580746 0.00244467705488205 0.0011615398107096555 0.0005893622583243997 0.0014427106943912806 0.0035485138650983576 0.0020932231564074759 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 10 -4 -7
right_child=1 -3 9 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-2.9570051179471725e-05 -0.005073072736809384 0.0035243686704354502 -0.0041936934940515029 -0.0053335568094574765 0.0015376682926281128 0.0023961548166154343 0.0027573778533189382 0.00080325790448379237 0.0041669933392998963 -0.00010343900702725048 -0.0010563755061338569
leaf_weight=8968.7963492870331 41.074115753173828 52.290730118751526 50.127145767211914 42.425749063491821 37.427618980407715 79.989502429962158 44.589333415031433 44.521266222000122 90.462232947349548 58.03274405002594 50.263280153274536
leaf_count=4519 32 18 34 28 14 32 12 17 25 25 24
internal_value=0 0.000448589 0.000150147 0.000689807 -0.00211298 0.00132763 -0.00038146 -0.00201658 0.00233571 -0.00199908 0.00106386
internal_weight=0 591.204 538.913 430.753 79.8534 350.9 130.185 85.5954 220.715 108.16 130.253
internal_count=4780 261 243 184 42 142 61 49 81 59 56
is_linear=0
shrinkage=0.06


Tree=619
num_leaves=12
num_cat=0
split_feature=43 19 39 144 66 135 69 103 5 4 78
split_gain=0.0348713 0.087073 0.180469 0.25375 0.18061 0.202915 0.154857 0.267583 0.254188 0.186337 0.150989
threshold=0.0081988852471113222 0.0019672545604407792 0.0027679565828293566 0.00096484774257987748 0.0005375427135732026 0.0079489401541650313 0.0022975050378590827 0.00096484774257987748 0.0022975050378590827 0.00077738583786413084 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 7 8 9 -3 -8
right_child=1 2 4 -5 -6 -7 10 -9 -10 -11 -12
leaf_value=-5.424323590435485e-05 0.00072320958874127637 -0.0079129511684608578 0.0024966769419830226 -0.0032626819912035961 -0.0016090126807804075 -0.0012457000070170438 0.0026620974464665074 0.0016581182476041855 -0.00017126996813081869 -0.0022652059113220028 -0.00030069876398368926
leaf_weight=7810.0279285907745 763.41549074649811 39.858616828918457 221.39083218574524 117.82066929340363 79.785300850868225 68.233205795288086 100.73076188564301 76.138804078102112 77.354303002357483 44.521266222000122 160.72288870811462
leaf_count=4071 284 26 79 64 47 38 33 29 35 17 57
internal_value=0 0.000242085 -0.000130219 -0.000758062 0.000918677 0.001615 -0.000167074 -0.00127484 -0.00265558 -0.00493304 0.000840784
internal_weight=0 1749.97 986.557 617.147 369.409 289.624 499.327 237.873 161.734 84.3799 261.454
internal_count=4780 709 425 261 164 117 197 107 78 43 90
is_linear=0
shrinkage=0.06


Tree=620
num_leaves=12
num_cat=0
split_feature=71 40 96 65 22 58 8 71 46 71 76
split_gain=0.0313706 0.131946 0.140005 0.166749 0.247862 0.184625 0.279724 0.130107 0.108279 0.103069 0.201647
threshold=0.15819545835256579 0.018276390619575981 0.0037758676335215573 0.00038414125447161501 0.00082683752407319855 0.029773407615721229 0.0027679565828293566 0.27827766537666326 0.0028552538715302949 0.10522961243987085 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 -5 6 7 -2 -7 -1 -11
right_child=1 -3 -4 4 -6 8 -8 -9 -10 10 -12
leaf_value=8.6279304120620992e-06 0.0041326017385832151 0.0033009098619549196 0.0020299356346195423 -0.0052003226877092197 0.00042866252293061223 -0.0043728954562397161 -0.0019384511197270461 0.00076789449297927424 0.00016414195927785127 -0.00228843213729996 0.0011354205707230787
leaf_weight=8688.4976100921631 87.219284057617188 52.290730118751526 112.21478974819183 55.261410236358643 57.424994587898254 39.858616828918457 72.151971340179443 78.705936312675476 36.075985670089722 187.94519066810608 92.353548526763916
leaf_count=4384 25 18 47 38 22 26 36 31 18 106 29
internal_value=0 0.000423333 0.000144121 -0.000351817 -0.00233179 0.000358717 0.00118036 0.00253657 -0.00221738 -2.79052e-05 -0.00116033
internal_weight=0 591.204 538.913 426.698 112.686 314.012 238.077 165.925 75.9346 8968.8 280.299
internal_count=4780 261 243 196 60 136 92 56 44 4519 135
is_linear=0
shrinkage=0.06


Tree=621
num_leaves=12
num_cat=0
split_feature=86 50 37 134 11 43 1 101 142 133 81
split_gain=0.030991 0.13135 0.149755 0.22079 0.130036 0.139559 0.0882673 0.160915 0.176956 0.0778813 0.13887
threshold=0.0022975050378590827 0.018276390619575981 0.0011261500185355546 0.00043393640953581786 0.0054799309000372895 0.0045489775948226461 0.0016331639490090313 0.00096484774257987748 0.0070226341485977182 0.044033329933881767 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 6 -6 7 -2 -9 -1 -11
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12
leaf_value=-9.9518073708956946e-06 -0.00020145830007978408 -0.00081278789021375919 0.0053339717989211062 -4.8505914343615243e-05 -0.00045581157223643692 -0.0041808378999951259 -0.00017928101235803337 0.00096255116735888963 0.0059958171440759184 0.0014283949181855403 -0.0025665714583459603
leaf_weight=8559.679093837738 98.970725417137146 51.478779077529907 65.870275139808655 47.020331263542175 197.87338364124298 44.317064642906189 242.3946498632431 56.681110739707947 45.197082877159119 44.453199028968811 106.06437265872955
leaf_count=4175 67 30 21 24 139 32 156 29 15 22 70
internal_value=0 0.000345856 0.00186913 0.0030921 -1.94311e-05 -0.00113743 0.000591451 0.00152161 0.0031955 -3.37431e-05 -0.00138672
internal_weight=0 849.803 164.369 112.891 685.434 242.19 443.244 200.849 101.878 8710.2 150.518
internal_count=4780 513 75 45 438 171 267 111 44 4267 92
is_linear=0
shrinkage=0.06


Tree=622
num_leaves=12
num_cat=0
split_feature=10 29 101 69 40 101 102 131 21 9 8
split_gain=0.0325478 0.162477 0.146997 0.129117 0.243321 0.319897 0.278585 0.167015 0.180086 0.163571 0.161783
threshold=0.0031340263085439806 0.074787221848964705 0.0035485138650983576 0.0030382014811038975 0.0014427106943912806 0.028020657598972324 0.00017767510871635753 0.0020292587578296666 0.0056525857653468856 0.00057154725072905432 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 6 -6 8 -5 -9 -8
right_child=3 2 -4 4 5 -7 10 9 -10 -11 -12
leaf_value=6.6248008260077145e-05 -0.00025369861531992995 0.00050825586661551317 0.0046391918409396616 0.005215302434786546 -0.0026756823013408008 -0.0038873251805239669 0.0012545448069330842 -0.0012076377573183392 0.0012785229785961208 0.0022576216528288166 -0.00020057721389295962
leaf_weight=3378.5452736616135 4406.2926582098007 73.503604650497437 53.642363429069519 78.842070698738098 109.37538874149323 72.623586416244507 529.85995876789093 96.743929147720337 89.110599637031555 99.447195768356323 572.01343905925751
leaf_count=1998 1970 32 14 21 65 49 241 40 29 32 289
internal_value=0 0.000145488 0.00225108 -8.42438e-05 0.000368827 -1.94451e-05 0.000212464 0.00173777 0.00312657 0.000548865 0.00049915
internal_weight=0 3505.69 127.146 6054.31 1648.02 1283.87 1211.25 364.144 167.953 196.191 1101.87
internal_count=4780 2044 46 2736 766 644 595 122 50 72 530
is_linear=0
shrinkage=0.06


Tree=623
num_leaves=12
num_cat=0
split_feature=117 135 85 85 104 25 101 93 107 3 84
split_gain=0.0353208 0.11126 0.129128 0.179486 0.251897 0.136674 0.140091 0.197989 0.192166 0.158575 0.136364
threshold=0.00062670491752214741 0.00085274505545385193 0.0012357163941487672 0.00046126570669002836 0.002945306478068233 0.022641776129603389 0.0016846025246195497 0.00040826165059115743 0.0019071503775194289 0.00038414125447161501 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 9 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-0.00065321968372728206 -3.9276901101371859e-05 -0.0020120402591888506 -0.0003703983006046632 -5.684465527809978e-05 0.0054044827267003149 -0.0025751739312175593 0.0039935410761161652 0.00067415985973552455 -0.0031380603697226807 0.0033803749024028302 0.004908284170342397
leaf_weight=112.75447201728821 8566.4275498390198 67.557389140129089 363.92988312244415 52.762345194816589 71.748423457145691 46.276447415351868 45.736765146255493 61.883442401885986 70.868405222892761 50.939096808433533 49.115848422050476
leaf_count=55 4251 40 233 31 18 31 23 28 35 22 13
internal_value=0 0.000338639 0.000510133 0.00108025 0.00309021 0.000508316 0.000872982 0.00045996 -0.000528003 0.000601977 0.00254771
internal_weight=0 993.573 926.015 562.085 124.511 437.574 391.298 345.561 234.562 163.694 110.999
internal_count=4780 529 489 256 49 207 176 153 112 77 41
is_linear=0
shrinkage=0.06


Tree=624
num_leaves=12
num_cat=0
split_feature=25 118 24 115 12 143 73 27 49 98 77
split_gain=0.0335147 0.167403 0.177335 0.135671 0.147495 0.226709 0.304165 0.247123 0.240139 0.204792 0.170959
threshold=0.0012745757703669371 0.0066005610860884198 0.0022975050378590827 0.00055427959887310873 0.002945306478068233 0.022641776129603389 0.013032016810029747 0.012252715881913902 0.0012745757703669371 0.079227816313505187 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 9 -5 -7
right_child=-2 2 -4 4 -6 10 -8 -9 -10 -11 -12
leaf_value=0.00026166536211320439 0.00011304285072919929 -0.00020568213120936458 -0.0063680738306215951 -0.0017382705684384667 0.00035286803037556225 0.0044605012940523939 0.0022525413235705764 0.0024515374672173015 0.0014886674597260647 0.0010711650590396915 0.00023214096546573246
leaf_weight=2297.3984761238098 4750.2495354413986 36.075985670089722 31.481403470039368 1193.3469281196594 703.27751898765564 47.156465649604797 102.62207746505737 66.341890215873718 103.22982692718506 101.33851134777069 127.4814487695694
leaf_count=946 2622 18 22 576 366 14 37 34 40 36 69
internal_value=0 -0.000111644 -0.00307733 -6.93953e-05 -0.000380496 -0.000676651 -0.000905197 -0.00112651 -0.00129631 -0.00151837 0.0013739
internal_weight=0 4809.75 67.5574 4742.19 2444.79 1741.52 1566.88 1464.26 1397.92 1294.69 174.638
internal_count=4780 2158 40 2118 1172 806 723 686 652 612 83
is_linear=0
shrinkage=0.06


Tree=625
num_leaves=12
num_cat=0
split_feature=38 34 109 35 4 69 117 93 25 107 34
split_gain=0.0316542 0.17436 0.173652 0.163004 0.112844 0.202081 0.380261 0.205918 0.241381 0.219226 0.212957
threshold=0.0013986918493174019 0.0068083447404205808 0.024810968898236755 0.016164712607860569 0.0011615398107096555 0.0020292587578296666 0.012636432424187662 0.0012745757703669371 0.00062670491752214741 0.013032016810029747 0.0021592099219560628
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 9 -9 10 -8
right_child=1 3 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.0001291380284343529 -0.00040485654879004134 0.00071572352217355356 0.0032336129381853379 0.0038161211899912489 -0.00014176313409693908 0.00022170320408920313 0.0013202848867979193 -0.0013151148588068423 -0.0046012316194344394 0.0028337958645591661 -0.0029668300281088639
leaf_weight=4967.950080037117 938.64658880233765 465.5455185174942 49.723597884178162 70.260655760765076 1167.738817691803 1333.4598364830017 60.599876284599304 154.10085654258728 168.4194301366806 49.723597884178162 133.8312121629715
leaf_count=2448 514 201 16 32 599 670 27 67 111 16 79
internal_value=0 0.000250689 -0.00022181 0.00112228 -4.75489e-05 -0.000333666 -0.000760648 -0.00203597 -0.00303112 -0.000721423 -0.00163063
internal_weight=0 1524.18 988.37 535.806 8035.82 3067.87 1734.41 566.675 322.52 244.155 194.431
internal_count=4780 763 530 233 4017 1569 899 300 178 122 106
is_linear=0
shrinkage=0.06


Tree=626
num_leaves=12
num_cat=0
split_feature=123 65 128 82 32 83 86 82 99 33 33
split_gain=0.0316136 0.115659 0.191388 0.184871 0.203936 0.160029 0.14028 0.127983 0.122444 0.121983 0.118933
threshold=0.0012745757703669371 0.0012745757703669371 0.00093549740267917525 0.0038949446752667431 0.00043393640953581786 0.023343417793512348 0.00017767510871635753 0.011519505176693203 0.0011615398107096555 0.0041444667149335155 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 7 -4 -6 -8 10 -10
right_child=1 2 6 4 5 -7 8 -9 9 -11 -12
leaf_value=-5.2458066502434004e-05 0.00022144098425369116 0.0029003680119267725 0.0018143254779967957 -0.0049127181988335607 -0.0031789470255068051 0.0031580351900231314 0.0017372099777760045 0.00076477508211893273 -0.0008836635497041582 -0.0032178448406387505 0.0022587354524094831
leaf_weight=7765.0593236684799 875.81991624832153 130.32084977626801 168.22008383274078 54.653660774230957 75.12265145778656 31.61753785610199 88.230581402778625 48.911646842956543 206.85834646224976 60.32760751247406 54.85786235332489
leaf_count=3801 460 51 78 35 56 12 46 28 146 47 20
internal_value=0 0.000226938 0.000823135 -0.000162146 -0.0017596 -0.000652451 0.000355185 -0.00162378 -0.00024309 -0.000785634 -0.000224991
internal_weight=0 1794.94 708.815 1086.13 210.305 155.652 578.494 124.034 410.274 322.044 261.716
internal_count=4780 979 388 591 131 96 337 84 259 213 166
is_linear=0
shrinkage=0.06


Tree=627
num_leaves=12
num_cat=0
split_feature=70 27 68 8 15 11 149 84 83 68 53
split_gain=0.0322177 0.157445 0.153704 0.118847 0.141205 0.154996 0.116546 0.101373 0.137746 0.119108 0.0814784
threshold=0.010500331409275534 0.00043393640953581786 0.0045489775948226461 0.0035485138650983576 0.0087224207818508166 0.0054799309000372895 0.016164712607860569 0.0005375427135732026 0.016164712607860569 0.0014881226234138014 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 10 6 -6 9 -9 -3 -5
right_child=1 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=4.0523053713019009e-05 -0.0039358371637927868 -0.0011307054846843695 -0.00057450028709511551 0.00059579879385126514 0.0031371305230567127 -0.0010764564465399733 0.00042531610003277033 -0.0014090649951189686 0.0021895026315288681 -0.0056749217749650725 -0.0012402048454916688
leaf_weight=8420.2955034971237 75.866535305976868 63.706690788269043 138.15838086605072 166.73231613636017 151.06210923194885 70.868405222892761 91.677731871604919 110.11927258968353 58.708560705184937 30.805586814880371 181.99897515773773
leaf_count=4218 49 37 47 92 52 35 31 58 23 24 114
internal_value=0 -0.00029939 -0.00176601 3.97052e-05 0.000468385 0.0013922 0.00211294 -0.00103849 -0.000157691 -0.00261186 -0.000362391
internal_weight=0 1139.7 214.025 925.68 662.34 313.608 242.74 263.34 168.828 94.5123 348.731
internal_count=4780 562 96 466 324 118 83 142 81 61 206
is_linear=0
shrinkage=0.06


Tree=628
num_leaves=12
num_cat=0
split_feature=28 75 82 113 141 142 28 91 27 145 68
split_gain=0.0324024 0.115752 0.181908 0.210551 0.193705 0.192066 0.18274 0.195666 0.164588 0.199015 0.13709
threshold=0.00046126570669002836 0.00042089859198313212 0.0020292587578296666 0.0038949446752667431 0.00070876078098081063 0.00899649551138282 0.00075379351619631063 0.0025217677466571335 0.0010585968848317864 0.015675474889576439 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8 9 10 -3
right_child=1 8 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00012015178418660501 0.0012972980896351551 -0.0011564836112485735 0.00087219048265399621 0.0028136941003220014 -0.0017144201313617905 -0.005276809892911313 -0.0066569824333349657 -0.00046826383157243321 8.9813906557786362e-05 0.0019490137401677403 -0.0044621414666831021
leaf_weight=4378.9974337816238 112.95867359638214 122.88686656951904 76.138804078102112 71.68035626411438 240.70753586292267 57.220793008804321 34.048535704612732 39.994751214981079 4306.1259483098984 47.832282304763794 71.408087491989136
leaf_count=1974 40 73 29 23 137 37 24 16 2372 12 43
internal_value=0 -0.000101553 -0.000861906 -0.000151515 -0.000752497 -0.00231879 -0.00119176 -0.00331412 4.22715e-06 -0.0015179 -0.00237139
internal_weight=0 5181 632.749 425.347 353.666 207.403 150.182 74.0433 4548.25 242.127 194.295
internal_count=4780 2806 306 200 177 106 69 40 2500 128 116
is_linear=0
shrinkage=0.06


Tree=629
num_leaves=12
num_cat=0
split_feature=29 37 147 105 87 15 29 93 4 110 150
split_gain=0.0313304 0.160889 0.208672 0.145281 0.133135 0.0867199 0.0580376 0.169488 0.327935 0.408832 0.373979
threshold=0.074787221848964705 0.00038414125447161501 0.0015833032084628942 0.00052132029668428015 0.0022975050378590827 0.0068083447404205808 0.034632634371519096 0.00082683752407319855 0.0060143163427710542 0.00899649551138282 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 -1 -8 9 10 -9
right_child=1 4 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=1.7835949547824665e-05 -0.00068136176995348824 0.0043338627538083395 0.0021516962891836113 -0.0055964341858018062 -0.00060037979091886562 0.0013048273412299225 0.00073714647351748005 -0.0051286724249338606 0.0017238311279676223 -0.007193486069276122 0.00033482991913863752
leaf_weight=8650.7977223396301 51.614913463592529 63.303142905235291 48.440031766891479 37.291484594345093 64.518641829490662 73.571671843528748 212.13360059261322 64.314440250396729 90.326098561286926 52.694278001785278 150.99404203891754
leaf_count=4390 20 19 15 24 25 27 92 40 35 36 57
internal_value=0 0.000566719 -0.0010167 -0.00274297 0.00164658 0.00270572 -2.08182e-05 -0.000606991 -0.00140273 -0.00245649 -0.00129716
internal_weight=0 338.74 137.346 88.9064 201.393 136.875 9221.26 570.462 358.329 268.003 215.308
internal_count=4780 130 59 44 71 46 4650 260 168 133 97
is_linear=0
shrinkage=0.06


Tree=630
num_leaves=12
num_cat=0
split_feature=11 63 72 148 63 15 15 19 92 3 107
split_gain=0.030099 0.122538 0.18978 0.176731 0.170242 0.316565 0.308589 0.163304 0.16897 0.231095 0.159835
threshold=0.0019071503775194289 0.00052132029668428015 0.0037758676335215573 0.011519505176693203 0.00062670491752214741 0.016668972559273246 0.0037758676335215573 0.00046126570669002836 0.00068727668258361529 0.00044738779251929378 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 5 6 -3 8 -6 -10 -2
right_child=1 4 3 -5 7 -7 -8 -9 9 -11 -12
leaf_value=-0.00011422332343968387 -0.0015293462394662227 -0.0018483752556276406 -0.0027576335885121915 0.0016613187596099101 -0.0043967748818210684 0.00186892898823657 -0.0096481834883611114 0.00012190522356494013 -0.003721460405647665 0.0013393115145150824 0.0015266521637354517
leaf_weight=4444.2405383586884 68.77288806438446 56.613043546676636 92.620962023735046 50.263280153274536 57.15272581577301 45.197082877159119 26.954888463020325 3986.7951091527939 51.410711884498596 88.230581402778625 591.74825644493103
leaf_count=2184 46 34 57 24 42 15 21 2055 35 46 221
internal_value=0 9.92298e-05 0.000779563 -0.00120315 -2.75184e-05 -0.00217635 -0.00436421 3.86197e-05 -0.00164864 -0.000523876 0.00120846
internal_weight=0 5115.76 803.405 142.884 4312.35 128.765 83.5679 4183.59 196.794 139.641 660.521
internal_count=4780 2596 348 81 2248 70 55 2178 123 81 267
is_linear=0
shrinkage=0.06


Tree=631
num_leaves=12
num_cat=0
split_feature=23 87 98 110 127 138 114 82 20 75 77
split_gain=0.0313137 0.0901679 0.116585 0.133255 0.117666 0.172351 0.137528 0.151634 0.112764 0.0851375 0.0869962
threshold=0.0019672545604407792 0.0017376682371832433 0.0011261500185355546 0.13479631394147876 0.00017767510871635753 0.00044738779251929378 0.00068727668258361529 0.00017767510871635753 0.00090704852482303988 0.0072436286136507997 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -4 -3 10 -1
right_child=-2 8 4 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0019395519515866455 -3.9903143477255556e-05 -0.0029285493917150774 0.0046454283866377514 0.0036183157432254556 -0.00011362439378634166 0.00038985978079878999 0.0056725567811227295 1.3022727644717947e-05 0.00059058743031927929 0.00041752417326511288 0.00043367505063317914
leaf_weight=165.92036509513855 8422.6729999780655 66.137688636779785 43.913516759872437 32.293354511260986 165.24454843997955 146.73494052886963 54.85786235332489 60.463741898536682 64.990256905555725 253.13479387760162 83.635999202728271
leaf_count=104 4091 49 14 10 106 84 20 37 38 177 50
internal_value=0 0.00029551 0.000488369 -0.000117766 0.00117653 0.0018733 0.0032403 0.00196196 -0.00118438 -0.000357775 -0.00114419
internal_weight=0 1137.33 1006.2 534.985 471.215 305.97 159.235 104.377 131.128 502.691 249.556
internal_count=4780 689 602 341 261 155 71 51 87 331 154
is_linear=0
shrinkage=0.06


Tree=632
num_leaves=12
num_cat=0
split_feature=87 138 109 46 70 79 11 22 108 54 139
split_gain=0.0318567 0.0938278 0.0719767 0.0545095 0.17544 0.207616 0.240695 0.0888497 0.158117 0.1491 0.14034
threshold=0.052634395658969886 0.00057154725072905432 0.02129978779703379 0.059226244688034065 0.0026012937305495147 0.0026012937305495147 0.00085274505545385193 0.0017376682371832433 0.017724351026117805 0.0027679565828293566 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 -5 -1 10 -10 -9
right_child=1 -3 -4 4 -6 -7 -8 8 9 -11 -12
leaf_value=7.3926700140290291e-05 -0.0016723373122313988 0.0022706446243625378 0.0012894728563462301 -0.0027302395170980603 -0.0027416382370090615 -0.0023763175070658491 0.0011936607077912332 -0.00056367887051433615 -0.00096202174198513866 -0.0055840611901474416 0.0029281083780342094
leaf_weight=8144.5962017774582 65.734140753746033 84.584084630012512 53.642363429069519 67.557389140129089 109.2392543554306 112.41413605213165 337.04791712760925 434.53087484836578 63.098941326141357 41.749932408332825 45.804832339286804
leaf_count=4031 31 28 14 40 75 80 159 240 34 30 18
internal_value=0 0.000741815 -0.000341435 -1.61715e-05 -0.000556884 -9.52743e-05 0.000538483 2.26182e-05 -0.000691493 -0.00280248 -0.000230702
internal_weight=0 203.961 119.377 9356.04 626.259 517.019 404.605 8729.78 585.185 104.849 480.336
internal_count=4780 73 45 4707 354 279 199 4353 322 64 258
is_linear=0
shrinkage=0.06


Tree=633
num_leaves=12
num_cat=0
split_feature=17 58 105 141 104 51 72 4 23 126 141
split_gain=0.031613 0.0939951 0.158092 0.145601 0.178609 0.220205 0.211796 0.206454 0.200227 0.176815 0.174948
threshold=0.0025217677466571335 0.044033329933881767 0.0015349716995842757 0.00899649551138282 0.0025217677466571335 0.0018488886416889729 0.0095705352723598498 0.001792412775103003 0.0049928687512874612 0.0010918468469753864 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 8 10 -8 -6 -9 -7
right_child=1 2 -4 -5 5 6 7 9 -10 -11 -12
leaf_value=-6.706546434378232e-05 -0.00033816858281195518 0.00044809309293311443 -0.0049984567784140104 -0.00082925095951675166 0.0043300601022425644 -0.00073370831358929376 0.00011095346761257324 0.0053128308100204224 0.0012583599107529797 0.00076214034832791265 0.0016362494712103227
leaf_weight=6938.4865349531174 719.61868727207184 45.129015684127808 33.372719049453735 388.05022585391998 95.460363030433655 553.97544622421265 135.11477828025818 76.138804078102112 382.51726877689362 51.546846270561218 140.58937871456146
leaf_count=3392 452 20 26 224 39 280 80 29 154 25 59
internal_value=0 0.000177505 -0.00186735 0.000240629 0.000433286 0.000820059 0.000294948 0.00174577 0.00187183 0.00347571 -0.000253997
internal_weight=0 2621.51 78.5017 2543.01 2154.96 1435.34 957.365 262.8 477.978 127.686 694.565
internal_count=4780 1388 46 1342 1118 666 473 134 193 54 339
is_linear=0
shrinkage=0.06


Tree=634
num_leaves=12
num_cat=0
split_feature=109 98 81 27 70 129 125 42 50 145 69
split_gain=0.0324917 0.10952 0.210162 0.14907 0.214644 0.341767 0.199565 0.137168 0.175792 0.245955 0.303976
threshold=0.0058306583669036635 0.049604203552007682 0.0013146653072908523 0.00017767510871635753 0.00046126570669002836 0.00040826165059115743 0.00052132029668428015 0.049604203552007682 0.0038949446752667431 0.00044738779251929378 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 8 9 -4 -11
right_child=1 3 7 4 5 -7 -8 -9 -10 10 -12
leaf_value=0.00012243266853954906 -0.0013024567983584124 0.0023753515684272761 0.0025352828134815627 0.0019194801498051692 -0.0013845155525405244 0.00093563359257093422 -0.0075402323219372815 0.0011337106111351785 -0.00052386307664992616 -0.00069487157848928838 0.00090184153796219553
leaf_weight=4296.4019569158554 537.29394197463989 145.32009530067444 159.09898662567139 128.49760138988495 39.318934559822083 104.58146023750305 36.615667939186096 328.94782781600952 2063.8964455127716 896.62924289703369 823.3979070186615
leaf_count=2324 219 45 81 42 18 36 26 87 1042 456 404
internal_value=0 -9.99354e-05 -0.000184057 0.000790513 4.5209e-05 -0.00128896 -0.0043528 -4.33932e-05 -0.000141593 0.000278264 6.94944e-05
internal_weight=0 5263.6 4809.26 454.334 309.014 180.516 75.9346 4271.97 3943.02 1879.13 1720.03
internal_count=4780 2456 2289 167 122 80 44 2070 1983 941 860
is_linear=0
shrinkage=0.06


Tree=635
num_leaves=12
num_cat=0
split_feature=112 103 21 32 113 47 146 29 95 119 50
split_gain=0.0299896 0.200078 0.195242 0.123967 0.106076 0.0595023 0.191444 0.134787 0.109039 0.0811801 0.0556973
threshold=0.034632634371519096 0.00050559637020342063 0.0033348383149132137 0.0012357163941487672 0.0010585968848317864 0.10820819064974786 0.0012745757703669371 0.0068083447404205808 0.00077738583786413084 0.0034400182776153092 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 9 7 -7 -8 -1 -11
right_child=1 2 -4 -5 -6 6 8 -9 -10 10 -12
leaf_value=-1.2855661696373848e-05 0.00097922624236239505 -0.0038059391685204276 0.0013325926553628715 -0.0010957805802036592 0.0043894316910751833 -0.00035560940409743835 -0.0013901252757834348 -0.0039889486399377868 0.0018466020292798593 0.00030751138288566984 0.0027141874535617102
leaf_weight=8836.0396463871002 62.559259057044983 57.288860201835632 49.723597884178162 38.643117904663086 69.113224029541016 65.870275139808655 60.599876284599304 83.164384126663208 98.163629651069641 72.963922381401062 65.870275139808655
leaf_count=4504 26 32 16 20 21 21 27 37 31 24 21
internal_value=0 0.000614819 -0.00141831 0.00189227 0.0027692 -1.83682e-05 -0.00083865 -0.00238309 0.000611146 9.76374e-06 0.00144937
internal_weight=0 277.328 107.012 170.316 131.672 9282.67 307.798 149.035 158.764 8974.87 138.834
internal_count=4780 115 48 67 47 4665 116 58 58 4549 45
is_linear=0
shrinkage=0.06


Tree=636
num_leaves=12
num_cat=0
split_feature=107 58 147 85 29 68 140 81 87 106 19
split_gain=0.0300839 0.175298 0.226974 0.173112 0.198087 0.161418 0.19075 0.137155 0.118754 0.224367 0.175023
threshold=0.0079489401541650313 0.011519505176693203 0.0022975050378590827 0.0005375427135732026 0.034632634371519096 0.019431582652032379 0.016164712607860569 0.0025217677466571335 0.00017767510871635753 0.00099512818269431613 0.011880517937242987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 6 -3 -7 10 -10 -2
right_child=1 2 -4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=-6.5132605306499408e-05 0.00083613529282727296 -0.00042536150960910217 0.0013944341237177313 -0.0043331157852682968 -0.004134457011818549 -0.0034320492911109912 0.0032105571266317868 -6.1465942515938785e-05 0.0030718614803882951 -7.2784965380562301e-05 0.0043119944926520255
leaf_weight=6955.4063210487366 561.41428470611572 203.14863777160645 156.87219035625458 56.613043546676636 57.964676856994629 91.609664678573608 69.789040684700012 82.692769050598145 87.758966326713562 1179.2374113798141 57.493061780929565
leaf_count=3769 210 85 54 34 30 36 19 24 33 469 17
internal_value=0 0.000173933 -0.000623436 -0.00118687 -0.000834303 -0.000406586 0.000504328 -0.00183297 0.000477798 0.00014503 0.00115902
internal_weight=0 2604.59 718.69 561.818 505.205 447.24 272.938 174.302 1885.9 1267 618.907
internal_count=4780 1011 282 228 194 164 104 60 729 502 227
is_linear=0
shrinkage=0.06


Tree=637
num_leaves=12
num_cat=0
split_feature=43 2 54 110 4 71 51 69 141 101 59
split_gain=0.0301802 0.088802 0.155234 0.178753 0.258967 0.133091 0.226882 0.187399 0.185595 0.159456 0.142228
threshold=0.0081988852471113222 0.00080172589514404546 0.10522961243987085 0.00057154725072905432 0.00077738583786413084 0.055838862434029586 0.0092791137285530585 0.0063990866765379914 0.00899649551138282 0.0072436286136507997 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 7 8 -2 9 -7 -11
right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12
leaf_value=-5.0462967969701761e-05 0.0014757772160320258 0.00130183710470482 0.001910684230310003 -0.0048667872575735112 -0.00071228108070223466 -0.0014658866745264516 0.0028075478756747528 -0.00055241596355164754 -0.004642236943409591 -0.00043524958054066406 0.0039558140624112673
leaf_weight=7810.0279285907745 611.13788259029388 97.555880188941956 82.760836243629456 69.584839105606079 241.38820779323578 202.33668673038483 67.761590719223022 224.15731072425842 43.709315180778503 64.38250744342804 45.197082877159119
leaf_count=4071 226 28 19 34 87 97 25 114 29 35 15
internal_value=0 0.000225213 -0.000458913 -0.000938952 -0.00164191 0.000492242 -0.000374359 0.000931497 -0.000980646 -0.000467542 0.00137588
internal_weight=0 1749.97 491.29 408.529 310.973 1258.68 423.387 835.295 355.626 311.916 109.58
internal_count=4780 709 168 149 121 541 201 340 176 147 50
is_linear=0
shrinkage=0.06


Tree=638
num_leaves=12
num_cat=0
split_feature=125 98 110 96 65 127 140 93 32 117 85
split_gain=0.0296963 0.18765 0.141791 0.125767 0.0543153 0.137001 0.203185 0.105286 0.0626062 0.0466821 0.117761
threshold=0.086341444402933135 0.0044099434744566688 0.004017772153019906 0.0013986918493174019 0.041476719081401832 0.00087947337306104611 0.0079489401541650313 0.00082683752407319855 0.0013986918493174019 0.0012357163941487672 0.0012357163941487672
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 6 8 -7 -6 10 -1
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.00073106682105828814 0.00039836352055303768 0.0038688579243811353 0.003001079063197526 -0.0035343940795290324 0.0012654258472363565 0.0028300699972873375 -0.0053871275890732704 -0.0015506094933468216 -0.0021560221746497531 -5.3979973584336664e-05 -0.00036489959489313607
leaf_weight=924.26480329036713 66.949639678001404 51.007164001464844 35.468236207962036 52.018461346626282 40.602500677108765 45.804832339286804 46.208380222320557 34.724352359771729 36.615667939186096 7655.3435989618301 570.99243116378784
leaf_count=427 37 17 15 38 19 18 36 22 26 3761 364
internal_value=0 0.000713573 -0.000328553 -0.00132122 -1.56714e-05 -0.000984077 -0.00224016 0.000941112 -0.000356972 5.91318e-06 0.000312551
internal_weight=0 205.444 154.436 118.968 9354.56 203.956 123.427 80.5292 77.2182 9150.6 1495.26
internal_count=4780 107 90 75 4673 121 81 40 45 4552 791
is_linear=0
shrinkage=0.06


Tree=639
num_leaves=12
num_cat=0
split_feature=3 73 98 144 131 145 5 92 54 100 40
split_gain=0.0310176 0.110689 0.185012 0.146425 0.209642 0.140403 0.20431 0.139482 0.179106 0.168509 0.147489
threshold=0.00096484774257987748 0.0032328735105693345 0.012636432424187662 0.0011261500185355546 0.00017767510871635753 0.0087224207818508166 0.0037758676335215573 0.028020657598972324 0.055838862434029586 0.0021592099219560628 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -4 8 9 -5 -11
right_child=1 2 5 7 -6 -7 -8 -9 -10 10 -12
leaf_value=-7.7489364583189555e-05 0.003672904554444184 9.6705844577464365e-05 -0.0027406472678179511 -0.0019855528153481551 0.00048809362045084531 -0.004640985454428293 0.0016142065381528758 0.0023269540396946148 0.0026917119117543364 -0.00080094424398230836 0.0020563961014444013
leaf_weight=6314.0607972145081 124.51076865196228 2107.2508589029312 93.228711485862732 191.45555305480957 184.90644335746765 47.628080725669861 66.409957408905029 92.149346947669983 67.221908450126648 162.94968497753143 108.22795701026917
leaf_count=2951 49 1240 60 134 91 27 29 44 17 84 54
internal_value=0 0.000150734 -7.15334e-05 0.000703052 0.00176967 -0.001782 -0.000929021 0.000172459 -0.000202239 -0.000622738 0.00033943
internal_weight=0 3245.94 2314.52 931.422 309.417 207.267 159.639 622.004 529.855 462.633 271.178
internal_count=4780 1829 1356 473 140 116 89 333 289 272 138
is_linear=0
shrinkage=0.06


Tree=640
num_leaves=12
num_cat=0
split_feature=108 44 104 11 93 11 78 50 116 71 23
split_gain=0.0305044 0.123609 0.177714 0.208882 0.152086 0.296982 0.225934 0.0795294 0.125062 0.138444 0.0709933
threshold=0.0005375427135732026 0.0010918468469753864 0.0033348383149132137 0.0030382014811038975 0.00040826165059115743 0.00057154725072905432 0.0042751494329422721 0.0053125319536775359 0.0012357163941487672 0.001792412775103003 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -7 8 -1 -10 -9
right_child=-2 2 -4 -5 5 6 -8 10 9 -11 -12
leaf_value=-0.00023002645772611865 -3.3453860184098836e-05 -0.0017697450551528218 -0.0043344301940329375 0.0021720619475385744 -0.001316413214894134 0.0059637770858529376 0.00061787380142402915 -0.0001121939530613714 -1.7001638824324814e-05 0.0040924498301656963 -0.0039226341747731165
leaf_weight=239.35590255260468 8711.2760300636292 111.13056993484497 42.425749063491821 85.731516361236572 56.544976353645325 75.531054615974426 45.668697953224182 44.992881298065186 55.869159698486328 62.559259057044983 28.914271235466003
leaf_count=141 4283 79 28 39 39 26 28 30 41 26 20
internal_value=0 0.000343369 -0.000812202 -5.31266e-05 0.000797091 0.00227422 0.00394941 0.000188895 0.000559031 0.0021538 -0.00160293
internal_weight=0 848.724 239.288 196.862 609.436 177.745 121.2 431.691 357.784 118.428 73.9072
internal_count=4780 497 146 118 351 93 54 258 208 67 50
is_linear=0
shrinkage=0.06


Tree=641
num_leaves=12
num_cat=0
split_feature=11 9 46 94 23 120 44 69 71 113 106
split_gain=0.0309735 0.123725 0.131896 0.130177 0.0961092 0.129974 0.125237 0.142357 0.208483 0.145441 0.129688
threshold=0.00044738779251929378 0.0016846025246195497 0.059226244688034065 0.0084566329605877417 0.094028618186712279 0.00060774214216507982 0.0084566329605877417 0.00039601318712811922 0.02129978779703379 0.00050559637020342063 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 10 9 -9 -1
right_child=-2 3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.00020235394180332888 -5.5551787683469005e-05 0.0032309589236801019 -0.0027380052029704243 -0.00066222864605610819 -0.0022586219731293624 0.0021446560705368524 -0.0012853949894448601 -0.003132318988241416 -0.0044467605663884024 0.0011547574474404881 0.0016500907824407373
leaf_weight=933.85266029834747 7559.8054581880569 92.893230795860291 57.896609663963318 46.344514608383179 56.749177932739258 121.33588695526123 202.94443619251251 39.18280017375946 52.086528539657593 104.37725865840912 292.53150618076324
leaf_count=485 3823 37 35 26 24 44 100 28 33 51 94
internal_value=0 0.00020996 8.08816e-05 0.00193513 0.000171397 0.000250364 0.000108918 0.000307907 -0.00119511 -1.53428e-05 0.000547685
internal_weight=0 2000.19 1860.96 139.238 1803.06 1746.31 1624.98 1422.03 195.647 143.56 1226.38
internal_count=4780 957 894 63 859 835 791 691 112 79 579
is_linear=0
shrinkage=0.06


Tree=642
num_leaves=12
num_cat=0
split_feature=60 40 75 23 19 125 89 140 121 23 75
split_gain=0.0314031 0.174943 0.181954 0.221519 0.283046 0.126782 0.109057 0.116292 0.13902 0.333024 0.171282
threshold=0.0045489775948226461 0.0027679565828293566 0.0020932231564074759 0.036783467978239066 0.0019672545604407792 0.0015833032084628942 0.0030382014811038975 0.00899649551138282 0.012636432424187662 0.036783467978239066 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -3 9 10 -9
right_child=1 6 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.8727701298391513e-05 -0.0024864943423405653 0.00019952390223000707 0.0011325548187096188 0.0015914114856367817 -0.0059410336518331839 0.0019640507433292438 -0.00096145472931773363 0.0031841873086315958 -0.001555752127642979 -0.0031582821584224632 0.00066314890225411659
leaf_weight=7961.4497948884964 68.233205795288086 612.00333499908447 98.567177534103394 49.047781229019165 69.380637526512146 34.79241955280304 150.31337010860443 268.41116344928741 50.871029615402222 44.992881298065186 151.93727219104767
leaf_count=3906 38 353 49 18 49 17 107 103 27 30 83
internal_value=0 0.000242684 -0.00101191 -0.00196639 -0.00297855 -0.000983517 0.000556714 0.000758981 0.00142225 0.00174781 0.00227294
internal_weight=0 1598.55 320.021 221.454 172.406 103.026 1278.53 1128.22 516.212 465.341 420.348
internal_count=4780 874 171 122 104 55 703 596 243 216 186
is_linear=0
shrinkage=0.06


Tree=643
num_leaves=12
num_cat=0
split_feature=123 126 23 102 2 49 37 10 75 74 69
split_gain=0.0312422 0.0886676 0.179343 0.170878 0.0906244 0.0863259 0.0858907 0.146453 0.227233 0.136721 0.200157
threshold=0.0012745757703669371 0.0026012937305495147 0.0081988852471113222 0.010829726699739696 0.060991313308477409 0.00037263428384903824 0.00075379351619631063 0.00899649551138282 0.0048403022810816774 0.00073092587990686308 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -4 9 -8 -9 10 -2
right_child=1 2 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-5.2149004155816795e-05 0.0019297852294979229 -0.0061472443641052473 0.00060107726350915275 -0.0010289326312772429 0.0023439398056162384 -0.0026646323422390736 0.0002478057477103076 -0.0049298222879371181 0.0013859944719555773 -9.3565357217734643e-05 -0.0017764439372066033
leaf_weight=7765.0593236684799 424.40333557128906 34.656285166740417 87.151216864585876 72.82778799533844 58.844695091247559 43.777382373809814 584.57197618484497 51.410711884498596 34.116602897644043 343.32475805282593 59.855992436408997
leaf_count=3801 174 27 30 34 13 24 367 35 19 222 34
internal_value=0 0.000225601 -0.000720968 -0.00267924 0.00038816 -0.000490848 0.000413474 -9.14789e-05 -0.00241046 0.000822337 0.00147168
internal_weight=0 1794.94 297.257 107.484 189.773 130.929 1497.68 670.099 85.5273 827.584 484.259
internal_count=4780 979 128 61 67 54 851 421 54 430 208
is_linear=0
shrinkage=0.06


Tree=644
num_leaves=12
num_cat=0
split_feature=131 128 63 78 15 136 77 78 85 102 77
split_gain=0.0317996 0.122277 0.229504 0.191441 0.13025 0.128121 0.244292 0.186065 0.179797 0.153466 0.177591
threshold=0.00096484774257987748 0.00070876078098081063 0.0068083447404205808 0.0015833032084628942 0.0044099434744566688 0.0005375427135732026 0.00096484774257987748 0.00068727668258361529 0.00046126570669002836 0.0022272822679951791 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 8 -7 -3 -8 -11
right_child=1 5 3 4 -6 7 9 -9 -10 10 -12
leaf_value=-0.00010706809715692415 0.00079393632789785012 -0.0029621570331443466 0.0016101095325506982 7.0233500812369443e-05 -0.0029517428333264628 -0.0046353975957086216 -0.00022567143341676096 -0.00055516726102823003 -0.00029217668923154483 0.001581324700662769 -0.00013978488870611836
leaf_weight=4884.2460136413574 1524.7306090593338 137.14222824573517 74.787170767784119 79.041417002677917 146.5307389497757 42.425749063491821 691.72056865692139 778.93985271453857 268.67857694625854 592.14694905281067 339.6101940870285
leaf_count=2403 627 74 33 54 99 28 405 430 131 287 209
internal_value=0 0.000111842 0.00049531 -0.00102062 -0.00189283 -0.000133666 0.000122241 -0.000765922 -0.00119446 0.000451378 0.000954008
internal_weight=0 4675.75 1825.09 300.359 225.572 2850.66 2029.3 821.366 405.821 1623.48 931.757
internal_count=4780 2377 813 186 153 1564 1106 458 205 901 496
is_linear=0
shrinkage=0.06


Tree=645
num_leaves=12
num_cat=0
split_feature=43 108 11 44 76 62 138 115 71 19 94
split_gain=0.0299128 0.094435 0.0933033 0.191527 0.375414 0.446391 0.170119 0.19418 0.13304 0.159904 0.356431
threshold=0.0081988852471113222 0.044033329933881767 0.0054799309000372895 0.0098710241727530974 0.0005375427135732026 0.0014427106943912806 0.00044738779251929378 0.00085274505545385193 0.030689206905663017 0.002945306478068233 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 6 -6 7 -4 9 -2 -11
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-5.0238885921826014e-05 0.0021921253430726628 -0.0023040896543656745 -0.00071885762217578002 0.00077162743289542403 -0.0093496851949989804 -0.0010444636742171442 -0.0028437498380621787 0.0040517931036315883 1.9502563805920774e-05 -0.0044429174229556143 0.0013780196065181205
leaf_weight=7810.0279285907745 307.46268451213837 51.614913463592529 70.80033802986145 272.93767845630646 39.858616828918457 56.073361277580261 48.235830187797546 54.250112891197205 632.07848834991455 48.911646842956543 167.74846875667572
leaf_count=4071 93 20 40 104 26 26 30 17 260 28 65
internal_value=0 0.000224213 0.000301051 -0.00034839 -0.00148388 -0.00449519 0.00018319 0.00135077 0.000605582 0.00131238 6.39263e-05
internal_weight=0 1749.97 1698.36 542.156 269.218 95.932 173.286 125.05 1156.2 524.123 216.66
internal_count=4780 709 689 243 139 52 87 57 446 186 93
is_linear=0
shrinkage=0.06


Tree=646
num_leaves=12
num_cat=0
split_feature=38 76 109 126 75 102 142 122 105 77 87
split_gain=0.030881 0.197638 0.158461 0.196807 0.12565 0.253088 0.295394 0.303542 0.18187 0.172012 0.152608
threshold=0.0013986918493174019 0.0070226341485977182 0.024810968898236755 0.00062670491752214741 0.0027679565828293566 0.0016846025246195497 0.015675474889576439 0.00017767510871635753 0.013860232196748258 0.0023699469165876512 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 -6 -7 -11
right_child=1 -3 3 -5 8 9 -8 -9 -10 10 -12
leaf_value=-4.6964579541044779e-05 -0.0016520433235298209 0.0039918461420129 0.0046937512087796467 -8.3420742544314215e-05 0.00088510763308709956 -6.3497994608479815e-06 0.0028929273739802474 0.002723964410008745 -0.0029583694422594818 -0.00083366189460692562 -0.0042396155855740835
leaf_weight=8035.8237072229385 240.09978640079498 49.115848422050476 58.776627898216248 65.802207946777344 555.0548107624054 112.28285694122314 119.37650418281555 74.85523796081543 48.167762994766235 76.610419154167175 124.0342983007431
leaf_count=4017 134 13 18 26 296 42 45 28 35 42 84
internal_value=0 0.000247609 0.000122935 0.00217046 -6.59449e-05 -0.000585931 0.000351334 -0.000611999 0.000578203 -0.00188682 -0.00293915
internal_weight=0 1524.18 1475.06 124.579 1350.48 747.259 434.332 314.955 603.223 312.928 200.645
internal_count=4780 763 750 44 706 375 207 162 331 168 126
is_linear=0
shrinkage=0.06


Tree=647
num_leaves=12
num_cat=0
split_feature=71 54 92 116 106 1 150 95 43 37 34
split_gain=0.0305742 0.134841 0.188479 0.18296 0.176608 0.173548 0.144112 0.13547 0.0744386 0.0723686 0.0666558
threshold=0.15819545835256579 0.0014881226234138014 0.013860232196748258 0.0022975050378590827 0.00017767510871635753 0.00017767510871635753 0.0019672545604407792 0.00039601318712811922 0.0032328735105693345 0.00099512818269431613 0.0010263677686452868
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3 10 -7 -9 -4 -6
right_child=1 2 9 -5 6 7 -8 8 -10 -11 -12
leaf_value=-2.7548735420886763e-05 0.0012914751699344045 -0.00046188513204700575 -0.0024655208953183855 0.0030310637731362248 -0.0032841762810574076 0.00029311679902572065 -0.0058099280626177346 0.0051855465844398629 0.002438415843990108 0.00072932310214191226 0.00011848661888857944
leaf_weight=8968.7963492870331 53.438161849975586 78.098186850547791 58.640493512153625 37.359551787376404 37.899234056472778 52.898479580879211 39.790549635887146 73.031989574432373 69.113224029541016 45.197082877159119 45.736765146255493
leaf_count=4519 29 28 28 19 27 21 31 19 21 15 23
internal_value=0 0.000417925 0.001101 -0.000784111 -0.00159 0.00192819 -0.00283755 0.00288522 0.00384985 -0.00107491 -0.00142341
internal_weight=0 591.204 376.979 214.224 176.865 273.142 123.427 195.044 142.145 103.838 83.636
internal_count=4780 261 132 129 110 89 81 61 40 43 50
is_linear=0
shrinkage=0.06


Tree=648
num_leaves=12
num_cat=0
split_feature=108 23 11 140 91 124 23 117 101 107 53
split_gain=0.0289881 0.163486 0.166652 0.208517 0.156339 0.255233 0.110616 0.114892 0.105722 0.0766911 0.126343
threshold=0.0005375427135732026 0.022641776129603389 0.0012357163941487672 0.0012357163941487672 0.0025217677466571335 0.0015349716995842757 0.013860232196748258 0.0036604277556762104 0.0030382014811038975 0.00017767510871635753 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 8 -1 10 -2
right_child=9 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00024989315051327562 -0.00049426224151306777 -0.0018744171896902099 -0.00070770446125220231 0.0059233172510073295 -0.00013014562651042884 0.00085158046643412711 0.0031140607336958806 -0.0024250275049565225 0.0029008284725585412 7.0516535775357443e-06 -0.0041039185175384772
leaf_weight=308.66847288608551 373.4545282125473 105.59275758266449 82.892115354537964 87.151216864585876 46.952264070510864 60.531809091567993 36.751802325248718 76.406217575073242 43.777382373809814 8299.3145183324814 38.506983518600464
leaf_count=195 248 57 57 30 29 32 16 57 24 4005 30
internal_value=0 0.000334726 0.000648627 0.00181243 0.00288571 0.00384453 -4.50668e-05 -0.000315798 0.000141459 -3.26118e-05 -0.000831665
internal_weight=0 848.724 743.131 277.527 194.635 147.683 465.604 428.852 352.446 8711.28 411.962
internal_count=4780 497 440 148 91 62 292 276 219 4283 278
is_linear=0
shrinkage=0.06


Tree=649
num_leaves=12
num_cat=0
split_feature=132 42 21 116 30 54 44 147 23 124 98
split_gain=0.0295474 0.109489 0.112986 0.155198 0.13586 0.0930564 0.168259 0.0634361 0.107165 0.0536563 0.138963
threshold=0.007706565549597145 0.0068083447404205808 0.011169348377734424 0.0010585968848317864 0.011880517937242987 0.0062037324532866487 0.0015349716995842757 0.011169348377734424 0.00899649551138282 0.02129978779703379 0.012636432424187662
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 3 -3 -5 7 -7 -2 -9 -1 -11
right_child=1 2 -4 4 -6 6 -8 8 -10 10 -12
leaf_value=9.5603896912422505e-06 -0.0016962498088685402 0.0011157552750745399 0.0019207310007545988 -0.0056073917735795769 -0.00078314056759503368 0.00052697090558093205 0.0051429462468682817 0.00025578459706558057 0.0036971310648792697 -0.00030188866983575749 -0.0036355624653663389
leaf_weight=8390.9873949289322 46.208380222320557 43.913516759872437 38.779252290725708 43.641247987747192 40.534433484077454 73.367470264434814 46.41258180141449 254.41835999488831 37.359551787376404 494.85848236083984 49.519396305084229
leaf_count=4084 36 14 10 34 24 42 21 178 19 287 31
internal_value=0 0.000398956 -0.000916749 -0.0017758 -0.00328429 0.000878567 0.00231558 0.0003693 0.000696418 -2.78894e-05 -0.000605137
internal_weight=0 624.635 166.868 128.089 84.1757 457.766 119.78 337.986 291.778 8935.37 544.378
internal_count=4780 378 82 72 58 296 63 233 197 4402 318
is_linear=0
shrinkage=0.06


Tree=650
num_leaves=12
num_cat=0
split_feature=3 81 45 122 66 21 93 18 94 29 34
split_gain=0.0308008 0.103892 0.158574 0.207339 0.197416 0.205959 0.110151 0.149876 0.173604 0.151875 0.117179
threshold=0.00096484774257987748 0.0021592099219560628 0.014293605927377941 0.0013560238294303419 0.0011615398107096555 0.0042751494329422721 0.00057154725072905432 0.0026833302108570938 0.0012745757703669371 0.010180860292166473 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2 8 10 -10 -8
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-7.7218053579896235e-05 0.00014120434560722602 0.00011034495409086487 -0.0049493943928768285 -0.0049747618615025068 0.0020260205973760253 -0.00031523001115662988 -0.0015787095032884059 -0.0018239897569550011 0.0019306468260897477 0.0057457920468611569 0.001594022872957266
leaf_weight=6314.0607972145081 608.22070384025574 1955.649067401886 51.410711884498596 48.843579649925232 68.437407374382019 105.12114250659943 60.531809091567993 45.668697953224182 108.36409139633179 57.493061780929565 136.19899809360504
leaf_count=2951 345 1180 35 33 23 44 32 28 44 17 48
internal_value=0 0.000150206 -7.89979e-05 -0.00143134 -0.000662018 -0.00183726 0.000652924 0.00141528 0.00182328 0.00325314 0.00061781
internal_weight=0 3245.94 2229.46 273.813 224.969 156.532 1016.48 408.257 362.588 165.857 196.731
internal_count=4780 1829 1315 135 102 79 514 169 141 61 80
is_linear=0
shrinkage=0.06


Tree=651
num_leaves=12
num_cat=0
split_feature=133 83 42 86 34 58 100 46 28 101 145
split_gain=0.029534 0.130208 0.140069 0.2766 0.212197 0.195424 0.136976 0.140416 0.18513 0.150318 0.117602
threshold=0.010829726699739696 0.036783467978239066 0.0079489401541650313 0.00073092587990686308 0.0046923852059990176 0.00244467705488205 0.020035739988088611 0.010829726699739696 0.0022975050378590827 0.0013146653072908523 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 7 -2 -9 -10 -8
right_child=1 -3 3 5 -6 -7 10 8 9 -11 -12
leaf_value=-5.2736844126944225e-05 0.00052600326759982829 0.0015240335004617818 -0.006795099626715163 0.0029432670236289754 -0.0016478069165838962 -0.0013873210822363498 0.00075242491598731976 -0.0019386749553087855 -0.0020215934359320425 0.0019362697855784721 0.0044769947509792785
leaf_weight=7647.5741350650787 842.57847630977631 238.0091245174408 37.899234056472778 72.895855188369751 120.52393591403961 77.286235809326172 82.488567471504211 230.77448761463165 50.059078574180603 111.47090590000153 48.440031766891479
leaf_count=3760 472 97 27 29 56 40 39 152 39 54 15
internal_value=0 0.000210889 2.42324e-05 -0.00113024 -0.00287918 0.000714673 0.000285086 8.94344e-05 -0.000848214 0.000709705 0.00213041
internal_weight=0 1912.43 1674.42 308.605 158.423 150.182 1365.81 1234.88 392.304 161.53 130.929
internal_count=4780 1020 923 152 83 69 771 717 245 93 54
is_linear=0
shrinkage=0.06


Tree=652
num_leaves=12
num_cat=0
split_feature=135 68 8 95 91 53 107 66 140 62 146
split_gain=0.0311931 0.123615 0.249639 0.271123 0.253201 0.20312 0.275175 0.155578 0.153395 0.229798 0.283354
threshold=0.0023699469165876512 0.004017772153019906 0.00747153488919139 0.00017767510871635753 0.0011261500185355546 0.0037758676335215573 0.015675474889576439 0.0015833032084628942 0.0045489775948226461 0.00064626874518580746 0.0056525857653468856
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 7 8 -7 -10 -11
right_child=1 2 -4 5 -6 6 -8 -9 9 10 -12
leaf_value=-6.2412213063085239e-05 -0.00031503511765961162 0.0002018567456788387 -0.00087614270099321877 -0.0011969910656125298 -0.0053897164565603348 0.004859244996677661 -0.0002377653165500368 -0.00027805977529089012 0.0034206821169893266 0.0020550998513095622 -0.0031884690849818156
leaf_weight=7179.247572183609 1010.9979064464569 100.05494523048401 330.69815373420715 96.675861954689026 41.142182946205139 96.94813072681427 196.25919210910797 71.612289071083069 248.01023995876312 137.55063140392303 50.802962422370911
leaf_count=3668 583 35 149 45 27 25 67 28 77 44 32
internal_value=0 0.000188206 0.000559642 0.00101661 -0.00142742 0.00140095 0.00171444 0.0023478 0.0027004 0.00222076 0.000640798
internal_weight=0 2380.75 1369.75 1039.06 141.197 897.859 801.183 604.924 533.312 436.364 188.354
internal_count=4780 1112 529 380 62 318 273 206 178 153 76
is_linear=0
shrinkage=0.06


Tree=653
num_leaves=12
num_cat=0
split_feature=15 11 117 96 14 22 44 98 106 52 14
split_gain=0.0317973 0.0935697 0.204207 0.109941 0.142647 0.287876 0.187915 0.172046 0.130861 0.124265 0.123387
threshold=0.0037758676335215573 0.00747153488919139 0.066585760563611998 0.0026833302108570938 0.00055427959887310873 0.00017767510871635753 0.00090704852482303988 0.010180860292166473 0.004017772153019906 0.0053125319536775359 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 9 -5 -6 -8
right_child=-2 -3 -4 4 6 -7 10 -9 -10 -11 -12
leaf_value=-0.00020375486229134526 -7.5763232097025124e-05 0.00077189606956181117 -0.0027899908732950769 -0.0012060849520958285 -0.00013370049744133023 0.0059541427202694577 -0.00085379559465301939 0.0051674348982089762 0.0029660333441119146 0.0038543002791981023 0.0021840113704081339
leaf_weight=1532.7383548021317 6462.1570816040039 693.74801862239838 92.081279754638672 64.922189712524414 113.83383655548096 51.614913463592529 367.1047648191452 42.629950642585754 46.41258180141449 37.359551787376404 55.397544622421265
leaf_count=944 2935 399 49 43 71 20 238 13 21 19 28
internal_value=0 0.000158043 -1.90955e-05 9.12618e-05 0.000671523 0.00225028 0.000254118 0.00180093 0.000533163 0.000851726 -0.000455485
internal_weight=0 3097.84 2404.09 2312.01 779.275 162.95 616.326 193.823 111.335 151.193 422.502
internal_count=4780 1845 1446 1397 453 84 369 103 64 90 266
is_linear=0
shrinkage=0.06


Tree=654
num_leaves=12
num_cat=0
split_feature=87 79 140 46 108 135 33 83 63 14 147
split_gain=0.0296722 0.0919043 0.11697 0.0466628 0.18561 0.143526 0.223529 0.203116 0.204609 0.137709 0.119769
threshold=0.052634395658969886 0.0049928687512874612 0.013860232196748258 0.059226244688034065 0.0005375427135732026 0.0063990866765379914 0.0081988852471113222 0.013032016810029747 0.00062670491752214741 0.0026012937305495147 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 10 7 -7 9 -9 -6 -5
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=2.0282174306618117e-05 -0.0019366464066031175 0.0024102552051574497 0.0016646372470140753 0.0033507391557849779 -0.0039083604199609901 0.0039278579691375427 -0.0022072224142108106 -0.0030356909598356309 0.0010018071314677266 -0.0007683330107350016 -0.00093037838192044063
leaf_weight=8729.780782699585 68.977089643478394 73.639739036560059 61.343760132789612 65.802207946777344 134.23476004600525 49.047781229019165 37.899234056472778 63.098941326141357 159.1670538187027 80.393050312995911 36.615667939186096
leaf_count=4353 31 22 20 26 97 18 27 34 76 50 26
internal_value=0 0.00071593 -0.000241474 -1.56072e-05 -0.00051589 -0.000972624 0.00125364 -0.00141568 -0.000144395 -0.0027322 0.00182019
internal_weight=0 203.961 130.321 9356.04 626.259 523.841 86.947 436.894 222.266 214.628 102.418
internal_count=4780 73 51 4707 354 302 45 257 110 147 52
is_linear=0
shrinkage=0.06


Tree=655
num_leaves=12
num_cat=0
split_feature=29 54 140 145 140 109 35 73 100 140 60
split_gain=0.0314832 0.0911665 0.119356 0.112731 0.109308 0.107946 0.0990799 0.15349 0.0922772 0.0910559 0.0817391
threshold=0.0010585968848317864 0.0072436286136507997 0.013860232196748258 0.0053125319536775359 0.00090704852482303988 0.0026012937305495147 0.0042751494329422721 0.00017767510871635753 0.0037758676335215573 0.0045489775948226461 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 8 10 -8 -3 -6 -1
right_child=-2 3 -4 4 9 -7 7 -9 -10 -11 -12
leaf_value=-0.00099818171285625547 -4.4894943713739581e-05 -0.002611675466416882 0.0035896433513319778 -0.0019619182307117956 0.0017213306469883241 -0.0049796537634075677 0.0035464815272422449 0.00056458018660487941 0.0011517474709831959 -0.00087117467151122364 0.0007688745962620326
leaf_weight=236.044886469841 8170.8801288604736 53.302027463912964 45.197082877159119 65.734140753746033 142.14521360397339 32.089152932167053 71.612289071083069 469.99425578117371 41.886066794395447 74.247488498687744 156.86733508110046
leaf_count=146 4006 39 15 31 40 25 28 303 20 25 102
internal_value=0 0.000264075 0.000578288 -0.000487848 0.000180881 -0.00197017 0.000432647 0.000958853 -0.000955639 0.000831804 -0.000292697
internal_weight=0 1389.12 979.716 409.404 282.127 127.277 934.519 541.607 95.1881 216.393 392.912
internal_count=4780 774 594 180 96 84 579 331 59 65 248
is_linear=0
shrinkage=0.06


Tree=656
num_leaves=12
num_cat=0
split_feature=8 69 69 102 50 140 86 84 77 19 9
split_gain=0.0299873 0.167737 0.199354 0.306313 0.14915 0.146513 0.163665 0.191964 0.152542 0.160045 0.151197
threshold=0.0044099434744566688 0.00046126570669002836 0.00039601318712811922 0.0012357163941487672 0.26590165495872503 0.031632266007363803 0.00037263428384903824 0.0011261500185355546 0.00017767510871635753 0.00060774214216507982 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 -7 -8 10 -10 -3
right_child=1 4 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=-8.5050349459227215e-05 0.00048510744465839195 0.0020684777650454944 0.0064933921086426146 9.0734366439034582e-05 -0.0037125578190110465 0.00011604005631971393 -0.0045163663357282108 0.00055340776994957123 0.0023572889135318425 -0.00024684182783761945 -0.00066128375522625266
leaf_weight=5827.2246264219284 1018.43674492836 240.1046416759491 52.290730118751526 55.397544622421265 41.21025013923645 121.19975256919861 88.026379823684692 38.711185097694397 88.974465250968933 1883.4387394189835 104.9850081205368
leaf_count=2837 513 86 18 28 22 54 61 15 39 1053 54
internal_value=0 0.000132772 0.000744697 0.0031997 -0.000131592 -7.40688e-05 -0.00146034 -0.00296784 7.42408e-05 -0.000129371 0.00123802
internal_weight=0 3732.78 1126.13 107.688 2606.65 2565.44 247.937 126.738 2317.5 1972.41 345.09
internal_count=4780 1943 559 46 1384 1362 130 76 1232 1092 140
is_linear=0
shrinkage=0.06


Tree=657
num_leaves=12
num_cat=0
split_feature=3 25 20 11 101 31 104 147 97 3 143
split_gain=0.028948 0.115083 0.124432 0.110742 0.156095 0.15154 0.192124 0.109275 0.13993 0.189241 0.16749
threshold=0.00096484774257987748 0.044033329933881767 0.00043393640953581786 0.011880517937242987 0.028020657598972324 0.00017767510871635753 0.0033348383149132137 0.0045489775948226461 0.00064626874518580746 0.0015833032084628942 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 6 -5 8 10 -10 -2
right_child=3 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-4.3077334245724537e-05 -3.5486222182910679e-05 -0.0037491129700116428 0.00076761766521778012 -0.001025046753384437 0.0030887237711659105 -0.00033812781178369855 -0.0060764827302552983 7.4383297701231297e-05 -0.0026626043767298663 0.0008803552233531451 0.002535970572594116
leaf_weight=6218.3330206871033 138.62999594211578 61.611173629760742 34.116602897644043 73.231335878372192 35.468236207962036 295.83281171321869 43.033498525619507 2123.3975361585617 75.258785843849182 194.63529002666473 266.45178067684174
leaf_count=2884 60 48 19 52 15 185 31 1245 46 91 104
internal_value=0 -7.48596e-05 -0.00213939 0.000145618 -0.000730698 -0.00105943 -0.00289475 0.000285774 0.000950787 -0.000107584 0.00165595
internal_weight=0 6314.06 95.7278 3245.94 447.566 412.098 116.265 2798.37 674.976 269.894 405.082
internal_count=4780 2951 67 1829 283 268 83 1546 301 137 164
is_linear=0
shrinkage=0.06


Tree=658
num_leaves=12
num_cat=0
split_feature=105 18 8 146 29 75 73 93 37 121 59
split_gain=0.0288977 0.114329 0.142966 0.34818 0.157987 0.182255 0.158747 0.161638 0.148881 0.145708 0.137286
threshold=0.00017767510871635753 0.00096484774257987748 0.0011261500185355546 0.0056525857653468856 0.027182282879948619 0.0062037324532866487 0.00042089859198313212 0.0020292587578296666 0.00017767510871635753 0.0015349716995842757 0.0019672545604407792
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 9 -1 -4 -10
right_child=-2 -3 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00030453993435716363 -5.5780099171719818e-05 -0.0012076082286436808 -0.0041394452491971788 0.0043765850491389174 -0.00279868625291229 -0.0025224595029705193 0.0021504372686351877 0.0019251191397422636 -0.00038147679717157577 0.00062374320836583008 -0.0033174156556592645
leaf_weight=1045.5374783277512 7434.3417488336563 190.44425570964813 48.911646842956543 97.487812995910645 48.303897380828857 52.694278001785278 256.92713558673859 70.396790146827698 188.7571417093277 43.845449566841125 82.352433085441589
leaf_count=428 3844 113 28 33 25 36 89 22 94 19 49
internal_value=0 0.000195087 0.000333126 0.00108552 0.000469799 0.000803743 0.00122098 -0.000242695 -2.03515e-05 -0.00188793 -0.0012733
internal_weight=0 2125.66 1935.21 618.567 521.079 472.775 420.081 163.154 1316.65 92.7571 271.11
internal_count=4780 936 823 252 219 194 158 69 571 47 143
is_linear=0
shrinkage=0.06


Tree=659
num_leaves=12
num_cat=0
split_feature=60 26 51 42 22 79 150 79 141 82 34
split_gain=0.0294055 0.125755 0.142293 0.171354 0.170297 0.156906 0.210193 0.164279 0.142874 0.14205 0.241432
threshold=0.0045489775948226461 0.00042089859198313212 0.0020932231564074759 0.0095705352723598498 0.0010918468469753864 0.0013146653072908523 0.0032328735105693345 0.00043393640953581786 0.0026833302108570938 0.0049928687512874612 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 8 -4 -7 10 -3
right_child=1 9 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-4.7152367863023407e-05 -0.00023229030806802911 -0.0030353342410297099 -0.0002620328373616558 0.0031739466746008743 -0.0012789954217255831 0.0023596359475875229 -0.0026960643407645184 0.0039876753170437927 -0.00073237591364299129 0.001078382962896399 0.00043938997934388202
leaf_weight=7961.4497948884964 494.85848236083984 152.27275288105011 46.344514608383179 118.76875472068787 125.99368107318878 147.00720930099487 62.35505747795105 111.60704028606415 84.851498126983643 117.95680367946625 136.53447878360748
leaf_count=3906 287 106 26 42 83 64 41 44 56 54 71
internal_value=0 0.000234839 0.00054574 0.00109819 0.000671771 0.00121534 0.000396402 0.00274077 0.00122808 -0.000676078 -0.00139265
internal_weight=0 1598.55 1191.79 696.928 578.159 452.165 294.214 157.952 231.859 406.764 288.807
internal_count=4780 874 643 356 314 231 161 70 120 231 177
is_linear=0
shrinkage=0.06


Tree=660
num_leaves=12
num_cat=0
split_feature=44 75 84 60 105 116 74 135 80 11 137
split_gain=0.0284002 0.105262 0.175288 0.25143 0.167565 0.198155 0.149872 0.263554 0.190508 0.225699 0.149824
threshold=0.0028552538715302949 0.0042751494329422721 0.00017767510871635753 0.00039601318712811922 0.0032328735105693345 0.015200819820165636 0.000490355829242617 0.0037758676335215573 0.00050559637020342063 0.0019071503775194289 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 7 8 -5 -10 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=8.9672273879072936e-05 0.00010293207626562844 0.00033322564076124081 0.00017791000237684602 1.9700055021352188e-05 -0.0038848078999431457 0.0021230667284785573 -0.00039218908903162916 0.0018882309684528111 -0.008122010764181389 -0.0030996220321467313 -0.0023352957609318135
leaf_weight=1917.2295721769333 4802.370050907135 1399.7190936803818 739.63548398017883 45.129015684127808 105.99630546569824 55.465611815452576 187.4055083990097 39.387001752853394 43.033498525619507 128.08919823169708 96.539727568626404
leaf_count=953 2319 853 268 20 75 23 98 13 31 72 55
internal_value=0 -0.0001039 -0.000286112 -0.000786199 -0.00171843 -0.0012578 -0.00168106 -0.00262592 -0.0034481 -0.00436264 -0.00011225
internal_weight=0 4757.63 3357.91 1440.68 604.506 498.51 443.044 255.639 216.252 171.123 836.175
internal_count=4780 2461 1608 655 332 257 234 136 123 103 323
is_linear=0
shrinkage=0.06


Tree=661
num_leaves=12
num_cat=0
split_feature=131 122 43 121 37 14 133 86 143 105 150
split_gain=0.0311772 0.0975055 0.150641 0.34209 0.185345 0.170342 0.19562 0.174988 0.162882 0.212913 0.187989
threshold=0.00096484774257987748 0.0098710241727530974 0.00085274505545385193 0.00087947337306104611 0.00057154725072905432 0.00055427959887310873 0.010829726699739696 0.00080172589514404546 0.011519505176693203 0.0025217677466571335 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -5 -10
right_child=-2 -3 3 5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00021808809923803109 0.00011074230271013271 -0.0029471669772773296 -0.0034986407149894907 0.00017691618470742053 -0.00040054416754678365 -0.00084166797034851838 0.0023531993836413963 -0.0028041799943078075 -0.0048986876005681869 0.0031279827116429343 -7.8271170633130343e-06
leaf_weight=2693.9377733469009 4675.7540545463562 43.101565718650818 186.59355735778809 643.97091937065125 110.79508924484253 759.69121623039246 148.42690980434418 73.367470264434814 44.3851318359375 101.94626080989838 78.030119657516479
leaf_count=1404 2377 26 110 244 56 367 55 42 27 39 33
internal_value=0 -0.000106015 -8.07198e-05 -0.000455611 -0.00234441 -0.000151955 0.000328694 9.59943e-06 0.000247342 0.000580245 -0.00178115
internal_weight=0 4884.25 4841.14 2147.21 297.389 1849.82 1090.13 941.7 868.332 745.917 122.415
internal_count=4780 2403 2377 973 166 807 440 385 343 283 60
is_linear=0
shrinkage=0.06


Tree=662
num_leaves=12
num_cat=0
split_feature=107 107 19 141 91 80 82 0 59 73 70
split_gain=0.0292387 0.151641 0.200602 0.238635 0.206952 0.196226 0.185102 0.180301 0.177126 0.248411 0.259307
threshold=0.0079489401541650313 0.010829726699739696 0.0072436286136507997 0.0038949446752667431 0.0018488886416889729 0.052634395658969886 0.002945306478068233 0.001792412775103003 0.0056525857653468856 0.0036604277556762104 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 5 4 -4 8 7 -2 -3 10 -10
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.4211054574220847e-05 0.003005550147958164 -0.00027902739719813484 -0.0025209189137965298 0.0028705210964824141 0.0015290312771421585 0.0021126912012888448 -0.00047688322751862942 0.00055947095273512317 -0.0048493286671719565 0.0013276809364216571 0.00022106786456756704
leaf_weight=6955.4063210487366 198.96245872974396 1271.2554792165756 81.880818009376526 164.64165425300598 102.01432800292969 106.40470862388611 215.37654948234558 238.54880678653717 115.79321932792664 56.817245125770569 52.898479580879211
leaf_count=3769 59 475 36 55 34 45 92 105 70 19 21
internal_value=0 0.000171472 -9.3318e-05 0.00121128 -0.000274242 -0.000376944 0.000963019 0.00167185 -0.000553932 -0.00210364 -0.00325935
internal_weight=0 2604.59 1951.71 348.537 183.895 1603.17 652.888 437.511 1496.76 225.509 168.692
internal_count=4780 1011 755 125 70 630 256 164 585 110 91
is_linear=0
shrinkage=0.06


Tree=663
num_leaves=12
num_cat=0
split_feature=29 67 117 91 129 60 114 58 140 127 18
split_gain=0.0300871 0.102064 0.155284 0.110528 0.0458443 0.160736 0.182617 0.17254 0.142616 0.165783 0.186967
threshold=0.074787221848964705 0.00040826165059115743 0.0095705352723598498 0.0012745757703669371 0.0015833032084628942 0.0019672545604407792 0.0033348383149132137 0.00046126570669002836 0.039062514901161201 0.00039601318712811922 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 -7 -6 10 -10
right_child=1 -3 3 -5 8 6 -8 -9 9 -11 -12
leaf_value=2.5881325379604992e-05 -0.0026308033006999876 0.0025210696930275905 0.0020615995633756234 -0.00075701848727044972 0.00024018094661321576 0.0021619162043980391 -0.0031554513277440837 -0.00077284205800550712 -0.0065242464660354342 8.8060340560284231e-05 -0.00041977386871582792
leaf_weight=4717.9366664886475 61.747308015823364 74.247488498687744 112.41899132728577 90.326098561286926 3280.0558738708496 78.637869119644165 105.99630546569824 869.9417679309845 39.18280017375946 96.000045299530029 33.508853435516357
leaf_count=2137 38 25 32 35 1848 36 75 463 28 47 16
internal_value=0 0.00055536 3.55169e-06 0.000805861 -2.0401e-05 -0.000123807 -0.00079348 -0.000529549 0.00015268 -0.00154869 -0.00371025
internal_weight=0 338.74 264.492 202.745 9221.26 5772.51 1054.58 948.58 3448.75 168.692 72.6917
internal_count=4780 130 105 67 4650 2711 574 499 1939 91 44
is_linear=0
shrinkage=0.06


Tree=664
num_leaves=12
num_cat=0
split_feature=26 0 0 95 109 141 141 87 20 113 47
split_gain=0.0282756 0.0351722 0.10967 0.166608 0.176165 0.126203 0.112925 0.172241 0.135161 0.167052 0.138063
threshold=0.020658296532928947 0.0058306583669036635 0.0066005610860884198 0.00244467705488205 0.0092791137285530585 0.0026833302108570938 0.0016331639490090313 0.0034400182776153092 0.0016846025246195497 0.0070226341485977182 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -4 10 -10 -8
right_child=-2 2 6 5 -6 -7 8 -9 9 -11 -12
leaf_value=-9.3614598288028537e-05 0.0011668737847473905 -0.0022223618094235243 -1.6858516209103898e-05 0.0039996173897306779 0.0014416948011210927 0.00016057704090778046 -0.00012802284026040251 -0.0018387405518269641 -0.0010982530468807759 0.001288516106261502 0.0010674343197746585
leaf_weight=6180.5504999160767 74.179421305656433 75.866535305976868 692.33317339420319 94.852613568305969 125.18658530712128 45.668697953224182 577.61446332931519 255.84291577339172 423.17812609672546 140.65744590759277 874.0695903301239
leaf_count=3039 30 49 360 36 47 28 354 121 264 54 398
internal_value=0 -9.12499e-06 0.000148863 0.00116691 5.90787e-05 0.00275195 3.15303e-05 -0.00050845 0.000285558 -0.000502837 0.000591771
internal_weight=0 9485.82 3305.27 341.574 201.053 140.521 2963.7 948.176 2015.52 563.836 1451.68
internal_count=4780 4750 1711 160 96 64 1551 481 1070 318 752
is_linear=0
shrinkage=0.06


Tree=665
num_leaves=12
num_cat=0
split_feature=60 109 51 87 43 19 77 72 74 69 138
split_gain=0.0291508 0.116369 0.162712 0.128107 0.123707 0.117212 0.140031 0.175651 0.185475 0.144348 0.13514
threshold=0.0045489775948226461 0.037906534969806678 0.0020932231564074759 0.0072436286136507997 0.016668972559273246 0.00060774214216507982 0.0020292587578296666 0.0014881226234138014 0.00017767510871635753 0.0063990866765379914 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 7 -7 9 -9 -4
right_child=1 -3 5 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-4.6947755954446884e-05 -0.00045981829400484995 -0.0029927891813559633 0.0046175022555452212 0.0023050548749798403 -0.0036833084769763874 -0.00075073481688088799 -0.00012200967441309525 0.0040147908919709865 -0.0015284628238086816 0.0010648995175535989 0.00014667060386477893
leaf_weight=7961.4497948884964 499.24886298179626 39.250867366790771 58.100811243057251 54.85786235332489 46.884196877479553 99.850743651390076 470.40265893936157 144.57621145248413 41.749932408332825 101.74205923080444 41.886066794395447
leaf_count=3906 298 23 20 20 34 50 273 52 30 54 20
internal_value=0 0.000233819 0.00031504 -0.000458913 -0.000736547 0.000800415 0.000573934 0.00141786 0.00216954 0.00279633 0.0027446
internal_weight=0 1598.55 1559.3 600.991 546.133 958.308 858.322 387.919 288.068 246.318 99.9869
internal_count=4780 874 851 352 332 499 459 186 136 106 40
is_linear=0
shrinkage=0.06


Tree=666
num_leaves=12
num_cat=0
split_feature=123 65 42 27 128 101 0 140 101 83 10
split_gain=0.0282655 0.10442 0.186867 0.160728 0.173248 0.157136 0.150323 0.146636 0.136897 0.121848 0.108187
threshold=0.0012745757703669371 0.0012745757703669371 0.0027679565828293566 0.0084566329605877417 0.00093549740267917525 0.0042751494329422721 0.0030382014811038975 0.0079489401541650313 0.0013146653072908523 0.011519505176693203 0.0035485138650983576
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 8 -3 -2 -4 -9 -6
right_child=1 3 5 -5 10 -7 -8 9 -10 -11 -12
leaf_value=-4.9602454576763713e-05 0.00012505959860662841 0.00092236964260604556 -0.0011507559728569426 -0.0012794426995832674 -0.00024905666099543026 -0.0031266404320888065 0.0051809650044652746 0.0046172768553946354 0.00096571456607685412 0.00076055639866558244 0.0015630239005688697
leaf_weight=7765.0593236684799 376.69747710227966 55.465611815452576 332.4533349275589 114.30545163154602 235.90875208377838 93.904528141021729 64.586709022521973 54.85786235332489 164.43745267391205 63.774757981300354 238.54880678653717
leaf_count=3801 248 23 163 84 156 58 20 20 70 32 105
internal_value=0 0.000214584 -0.000155112 0.000781073 0.00117725 -0.000875733 0.00321344 0.000704395 -0.000450346 0.00254397 0.000662025
internal_weight=0 1794.94 1086.13 708.815 594.51 590.795 120.052 495.33 496.891 118.633 474.458
internal_count=4780 979 591 388 304 291 43 300 233 52 261
is_linear=0
shrinkage=0.06


Tree=667
num_leaves=12
num_cat=0
split_feature=23 140 5 82 51 145 53 71 61 68 8
split_gain=0.0302806 0.0832952 0.0690345 0.124912 0.136294 0.120212 0.083408 0.0727097 0.0931207 0.0900143 0.0663615
threshold=0.0019672545604407792 0.0045489775948226461 0.0016846025246195497 0.0020292587578296666 0.0015833032084628942 0.0018488886416889729 0.0063990866765379914 0.0092791137285530585 0.00064626874518580746 0.0031340263085439806 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 9 -9 -1 -4
right_child=-2 -3 10 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00037550014410082418 -3.9239390591306025e-05 0.0021574419573049679 -0.0025180839941254486 -0.00071248016913841034 0.0050607321711643354 0.00084854854652806713 0.0019744344545767406 -0.0029754453179039876 0.00038995306650837553 -0.0023582382667809206 -8.9678767691365248e-05
leaf_weight=491.13906311988831 8422.6729999780655 79.989502429962158 61.611173629760742 46.344514608383179 56.073361277580261 43.169632911682129 72.963922381401062 67.421254754066467 52.762345194816589 47.56001353263855 118.29228436946869
leaf_count=322 4091 32 48 26 26 21 24 50 31 32 77
internal_value=0 0.000290594 0.000149364 0.000368892 0.00197396 0.00322848 4.95924e-05 -0.000163562 -0.00149799 0.000134147 -0.00092133
internal_weight=0 1137.33 1057.34 877.434 145.588 99.243 731.847 658.883 120.184 538.699 179.903
internal_count=4780 689 657 532 73 47 459 435 81 354 125
is_linear=0
shrinkage=0.06


Tree=668
num_leaves=12
num_cat=0
split_feature=16 116 32 126 58 144 78 104 121 131 125
split_gain=0.0279114 0.0727866 0.0904231 0.12504 0.064796 0.122438 0.044505 0.18279 0.154176 0.152334 0.110969
threshold=0.0005375427135732026 0.0049928687512874612 0.002945306478068233 0.00068727668258361529 0.021960759535431865 0.0045489775948226461 0.023343417793512348 0.00093549740267917525 0.00046126570669002836 0.000490355829242617 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 -2 -1 8 -8 -10 -9
right_child=1 2 3 -5 -6 -7 7 10 9 -11 -12
leaf_value=1.9614692482994699e-05 -0.0016615999653685149 -4.0762293958999659e-05 0.00050722722265702353 0.0044834005739331903 0.002623964557325584 0.00043501401508604012 -5.064665345960703e-06 -0.00064913864278212208 0.0054758419761353197 0.00033779358399515467 -0.0026571662955367321
leaf_weight=7818.3759169578552 144.57135617733002 98.36297595500946 58.504359126091003 55.465611815452576 31.009788393974304 327.24614799022675 325.96258187294006 493.43878185749054 41.278317332267761 41.817999601364136 123.96623110771179
leaf_count=3696 100 64 38 23 9 212 211 296 17 25 89
internal_value=0 0.000360542 0.00129203 0.00244231 -3.28035e-05 -0.000207417 -2.91521e-05 -0.000400599 0.000583066 0.00289013 -0.00105232
internal_weight=0 715.16 212.333 113.97 502.827 471.818 8844.84 1026.46 409.059 83.0963 617.405
internal_count=4780 446 125 61 321 312 4334 638 253 42 385
is_linear=0
shrinkage=0.06


Tree=669
num_leaves=12
num_cat=0
split_feature=71 92 88 1 28 68 117 80 82 51 38
split_gain=0.0281065 0.180331 0.129401 0.17978 0.176922 0.0956625 0.256704 0.0810246 0.0704059 0.0409567 0.131878
threshold=0.15819545835256579 0.088838413357734694 0.00017767510871635753 0.0020932231564074759 0.0015833032084628942 0.0045489775948226461 0.019431582652032379 0.00062670491752214741 0.0010918468469753864 0.0018488886416889729 0.0017376682371832433
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 6 7 -2 -7 -1 -11
right_child=1 -3 3 -5 -6 8 -8 -9 -10 10 -12
leaf_value=0.00010766766036727936 0.0012330948383931257 -0.0029947980023863974 0.0036222409103345184 -0.0004254501116629731 0.0028222459310485348 0.0022804041910461856 -0.0058317047507769658 -0.0017718335688665199 -0.00050431136411007967 -0.00028016605540235413 0.00062372567427391025
leaf_weight=4283.9941200017929 66.949639678001404 51.410711884498596 105.25727689266205 63.235075712203979 69.720973491668701 56.209495663642883 37.899234056472778 62.423124670982361 78.098186850547791 4005.1005154848099 679.7017138004303
leaf_count=2092 37 35 34 24 24 16 27 36 28 2092 335
internal_value=0 0.000400705 0.000724098 0.00210314 9.83005e-05 -0.000531437 -0.00148898 -0.000216801 0.000661128 -2.64136e-05 -0.000149024
internal_weight=0 591.204 539.793 168.492 371.301 301.58 167.272 129.373 134.308 8968.8 4684.8
internal_count=4780 261 226 58 168 144 100 73 44 4519 2427
is_linear=0
shrinkage=0.06


Tree=670
num_leaves=12
num_cat=0
split_feature=11 117 145 78 79 78 109 63 82 100 143
split_gain=0.0287012 0.115266 0.284001 0.134899 0.337375 0.224121 0.211492 0.141565 0.18296 0.270309 0.237821
threshold=0.0035485138650983576 0.12087306752800943 0.004017772153019906 0.0022272822679951791 0.00082683752407319855 0.0058306583669036635 0.0045489775948226461 0.0046923852059990176 0.0010918468469753864 0.00017767510871635753 0.010180860292166473
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 -11
right_child=-2 2 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.00060427055992785448 0.00012595928787665928 -0.0047960229533577118 0.00082649439319134829 -0.0022503374365179097 -5.9960701530984164e-05 -0.00069950210333572221 -0.0068685256540180614 0.0015702744407816603 -0.0043811075686504049 -3.4033343168728464e-05 -0.0043403145834778152
leaf_weight=1301.5845956802368 3873.6370892524719 61.815375208854675 67.829657912254333 133.1553955078125 2381.4721034765244 241.31528532505035 48.775512456893921 265.70789682865143 59.112108588218689 1077.3592177629471 48.235830187797546
leaf_count=534 1982 33 20 81 1345 140 38 111 41 425 30
internal_value=0 -8.58054e-05 -0.00185435 -4.45431e-05 -0.00033738 -0.00189833 -0.00348847 0.000253903 0.000113224 -0.000426267 -0.000218573
internal_weight=0 5686.36 129.645 5556.72 2804.72 423.246 181.931 2752 2486.29 1184.71 1125.6
internal_count=4780 2798 53 2745 1604 259 119 1141 1030 496 455
is_linear=0
shrinkage=0.06


Tree=671
num_leaves=12
num_cat=0
split_feature=25 128 12 4 145 107 145 45 65 140 93
split_gain=0.029101 0.113555 0.186274 0.188843 0.154515 0.16017 0.227654 0.19427 0.196098 0.151869 0.128735
threshold=0.0012745757703669371 0.0005375427135732026 0.0033348383149132137 0.010180860292166473 0.0087224207818508166 0.015675474889576439 0.0035485138650983576 0.017188700847327713 0.0084566329605877417 0.01884530205279589 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 -3 -6 -4
right_child=-2 2 10 -5 9 6 -8 -9 -10 -11 -12
leaf_value=0.00011395372169931026 0.00010533654201164319 -0.0021460154841273257 -0.00032183573730309019 0.0021157330209659558 0.00028661096649882349 -0.0010191381460463598 -0.0084661277557129839 0.0021798188222974389 0.0022671953019138772 -0.0024622680986792788 0.0014808894895851116
leaf_weight=3084.9926662445068 4750.2495354413986 463.84869396686554 383.59177803993225 67.693523526191711 344.21448683738708 29.590087890625 29.522020697593689 48.371964573860168 39.318934559822083 91.609664678573608 226.99671173095703
leaf_count=1312 2622 278 218 30 109 18 23 20 18 36 96
internal_value=0 -0.000104033 -0.000493937 -0.000955532 -0.0011542 -0.00177013 -0.00473835 -0.00145201 -0.00180115 -0.0002912 0.000348358
internal_weight=0 4809.75 1724.76 1114.17 1046.48 610.652 59.1121 551.54 503.168 435.824 610.588
internal_count=4780 2158 846 532 502 357 41 316 296 145 314
is_linear=0
shrinkage=0.06


Tree=672
num_leaves=12
num_cat=0
split_feature=29 113 100 143 129 77 45 131 128 121 72
split_gain=0.0295246 0.128753 0.140536 0.0949506 0.0379171 0.133299 0.148448 0.222311 0.238459 0.156594 0.141471
threshold=0.074787221848964705 0.0005893622583243997 0.0058306583669036635 0.0079489401541650313 0.0015833032084628942 0.00096484774257987748 0.0016846025246195497 0.0013146653072908523 0.0016846025246195497 0.002945306478068233 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 10 8 -8 -9 -6
right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12
leaf_value=-0.00011425131856019157 -0.0017378840574277684 0.0028663830202732932 -0.0014660202310229238 0.00024108997556678713 0.0036095680652328214 0.00031637266006434231 -0.0077352381423695582 -0.0015227859166050627 -0.00056519631807274806 0.00068471752017978135 -0.00077023157533312003
leaf_weight=5772.5126090049744 70.192588567733765 130.52505135536194 58.03274405002594 79.989502429962158 52.898479580879211 2802.2192317247391 34.656285166740417 272.32507371902466 32.225287318229675 201.12118780612946 53.302027463912964
leaf_count=2711 37 36 25 32 21 1597 27 149 15 91 39
internal_value=0 0.000550144 0.00114819 0.00186885 -2.02094e-05 0.000137198 -0.00063939 -0.00104246 -0.00428052 -0.000585033 0.00141135
internal_weight=0 338.74 268.547 210.515 9221.26 3448.75 646.528 540.328 66.8816 473.446 106.201
internal_count=4780 130 93 68 4650 1939 342 282 42 240 60
is_linear=0
shrinkage=0.06


Tree=673
num_leaves=12
num_cat=0
split_feature=105 23 70 15 63 2 31 140 30 148 97
split_gain=0.0295214 0.115154 0.170651 0.0887653 0.0885431 0.131368 0.119218 0.167413 0.156734 0.190822 0.175672
threshold=0.00017767510871635753 0.094028618186712279 0.00062670491752214741 0.060991313308477409 0.00085274505545385193 0.010180860292166473 0.00017767510871635753 0.13119348138570788 0.00050559637020342063 0.017188700847327713 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 9 -2 -10
right_child=4 2 -4 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00031612145994728213 -0.0012693200147869551 -0.00086750010195058556 0.0016746480692065833 -0.0044580516049242637 6.1956717190800388e-05 -0.0026665564075831634 0.00029730038620422709 0.0024725203235944071 0.00070260054194239932 -0.0054691643371648649 -0.0018150858325631993
leaf_weight=1981.8940589427948 474.86596202850342 45.736765146255493 43.913516759872437 54.113978505134583 5604.059191942215 89.042532444000244 706.18498718738556 56.141428470611572 315.76697540283203 42.425749063491821 145.8549222946167
leaf_count=872 231 23 14 27 2936 34 343 21 150 28 101
internal_value=0 0.000197181 -0.0014425 -0.00281339 -5.63788e-05 -0.000418705 -0.000303756 -0.000713837 -0.000896577 -0.00161377 -9.28924e-05
internal_weight=0 2125.66 143.764 99.8507 7434.34 1830.28 1741.24 1035.06 978.914 517.292 461.622
internal_count=4780 936 64 50 3844 908 874 531 510 259 251
is_linear=0
shrinkage=0.06


Tree=674
num_leaves=12
num_cat=0
split_feature=11 71 128 125 99 106 9 60 121 4 25
split_gain=0.0297182 0.184597 0.16416 0.180485 0.404052 0.134136 0.216499 0.151686 0.11011 0.103651 0.0965708
threshold=0.00044738779251929378 0.045367386192083366 0.00093549740267917525 0.00042089859198313212 0.0016846025246195497 0.00064626874518580746 0.0016846025246195497 0.0014881226234138014 0.00064626874518580746 0.00077738583786413084 0.014293605927377941
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 8 7 10 -1 -5 -7
right_child=-2 2 -4 9 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.00082693291760330319 -5.4414477300473943e-05 -0.0047661330230385126 0.00061890075970357471 -0.0061455037425366104 0.0025913084430285917 0.0008644079889227231 0.0035932066428447955 -0.0024440022757576114 0.0024412796531604257 -0.0016757059334264511 -0.0010628689389522536
leaf_weight=367.64444708824158 7559.8054581880569 48.235830187797546 115.99742090702057 48.775512456893921 60.667943477630615 1036.2851020097733 89.718349099159241 58.436291933059692 41.278317332267761 30.265904545783997 102.8894909620285
leaf_count=246 3823 30 55 38 22 393 32 43 17 16 65
internal_value=0 0.000205661 -0.00115602 -0.00225149 -0.000667461 0.000449655 0.00075037 0.0005374 -0.000497026 -0.00443396 0.000690338
internal_weight=0 2000.19 303.943 187.945 108.904 1696.25 1287.33 1197.61 408.923 79.0414 1139.17
internal_count=4780 957 161 106 52 796 533 501 263 54 458
is_linear=0
shrinkage=0.06


Tree=675
num_leaves=12
num_cat=0
split_feature=90 60 50 51 109 47 54 116 54 145 115
split_gain=0.0291158 0.0282596 0.110762 0.1228 0.184712 0.132437 0.151346 0.243509 0.237267 0.140092 0.139204
threshold=0.0070226341485977182 0.0045489775948226461 0.00017767510871635753 0.0020932231564074759 0.024810968898236755 0.0049928687512874612 0.0027679565828293566 0.0016846025246195497 0.0072436286136507997 0.0030382014811038975 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 -7 -8 -9 10 -5
right_child=-2 2 3 4 -6 6 7 8 -10 -11 -12
leaf_value=-5.4701214708703416e-05 0.0013390618927733361 0.0026221685140125827 -0.00057152155323068757 0.0023222288620216368 -0.0026516085099323409 0.0039172537884184086 0.0048913102673234605 -0.0028866286142034815 0.0015320354411676889 -0.0019066795634221669 -1.3446461979183561e-06
leaf_weight=7904.6325497627258 58.100811243057251 66.341890215873718 578.49448156356812 127.00983369350433 61.20762574672699 83.840200781822205 45.872899532318115 66.205755829811096 128.96921646595001 94.512277603149414 344.81252574920654
leaf_count=3887 20 34 337 56 30 35 13 44 55 61 208
internal_value=0 -8.1879e-06 0.000222 0.000117989 0.00053679 0.000755763 0.00172144 0.000957704 3.31701e-05 0.000201785 0.000624138
internal_weight=0 9501.9 1597.27 1530.92 952.43 891.223 324.888 241.048 195.175 566.335 471.822
internal_count=4780 4760 873 839 502 472 147 112 99 325 264
is_linear=0
shrinkage=0.06


Tree=676
num_leaves=12
num_cat=0
split_feature=1 136 136 51 124 37 15 53 78 4 45
split_gain=0.027891 0.10658 0.105126 0.090409 0.172961 0.086866 0.0789585 0.2139 0.17877 0.164075 0.141906
threshold=0.0037758676335215573 0.007706565549597145 0.013032016810029747 0.045367386192083366 0.00073092587990686308 0.00075379351619631063 0.099488973617553725 0.023343417793512348 0.00017767510871635753 0.0005375427135732026 0.004017772153019906
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 -3 7 8 9 -2 -9
right_child=2 5 -4 4 -6 -7 -8 10 -10 -11 -12
leaf_value=-6.1439585778423632e-06 -0.0057013485178307949 -0.004417213565343526 0.0026302852241727077 0.00068703938695437985 -0.0039023918753162976 -0.00047741453199092333 0.0019647685126086313 0.00050953321500769161 0.0003634257680034652 -5.3744157375995434e-05 -0.0026475628738673171
leaf_weight=6998.4057393074036 34.048535704612732 36.007918477058411 61.343760132789612 57.356927394866943 61.003424167633057 45.736765146255493 80.057569622993469 74.787170767784119 1907.7681390047073 40.602500677108765 162.88161778450012
leaf_count=3469 24 23 20 27 45 23 27 33 981 19 89
internal_value=0 -5.86984e-05 0.00017893 -3.39551e-05 -0.00167837 -0.00221287 0.000113553 4.67975e-05 0.000250718 -0.00262963 -0.00165412
internal_weight=0 7198.51 2361.49 7116.77 118.36 81.7447 2300.15 2220.09 1982.42 74.651 237.669
internal_count=4780 3587 1193 3541 72 46 1173 1146 1024 43 122
is_linear=0
shrinkage=0.06


Tree=677
num_leaves=12
num_cat=0
split_feature=113 28 80 47 117 8 114 144 34 131 73
split_gain=0.0275015 0.128912 0.154518 0.145072 0.28788 0.234273 0.2515 0.163253 0.225306 0.158576 0.244731
threshold=0.0034400182776153092 0.0026012937305495147 0.00042089859198313212 0.057509137317538268 0.019431582652032379 0.0027679565828293566 0.00082683752407319855 0.0014881226234138014 0.0010263677686452868 0.0045489775948226461 0.0010585968848317864
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 8 -4 10 -10
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.5804793464959246e-05 0.0010522033845481542 0.0011241410324787714 0.0037704045602669229 -0.0032909693580040313 0.0024856040234123434 -0.0066752832055554717 0.0019252668273790454 -0.0011821219107060049 0.00019971060809417763 0.0011039516923064729 -0.0020918560279439349
leaf_weight=6741.2598363161087 407.0411593914032 422.17168402671814 62.627326250076294 100.59462749958038 49.115848422050476 41.142182946205139 49.723597884178162 358.66433954238892 718.48582136631012 390.28673267364502 218.88691186904907
leaf_count=3539 163 195 21 43 13 27 16 191 297 155 120
internal_value=0 0.000157378 -1.2924e-05 -0.00023084 -0.00161228 -0.00266352 -0.0015655 -4.08174e-05 0.000253615 8.77236e-05 -0.000335396
internal_weight=0 2818.74 2396.57 1989.53 240.576 191.46 150.318 1748.95 1390.29 1327.66 937.373
internal_count=4780 1241 1046 883 99 86 59 784 593 572 417
is_linear=0
shrinkage=0.06


Tree=678
num_leaves=12
num_cat=0
split_feature=71 92 88 131 87 105 51 51 99 8 113
split_gain=0.0279418 0.152115 0.114795 0.153547 0.14796 0.179597 0.185374 0.16739 0.0842164 0.0428054 0.192878
threshold=0.15819545835256579 0.088838413357734694 0.00017767510871635753 0.00070876078098081063 0.0020292587578296666 0.00052132029668428015 0.0038949446752667431 0.0005375427135732026 0.0026012937305495147 0.0013560238294303419 0.013439828064292671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 7 -7 -2 -6 10 -1
right_child=1 -3 3 -5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.0001548677208449111 0.0016464811872770398 -0.0027190444777834893 0.0039725813590016038 0.00033613370268182946 -0.00018584635223154296 -0.0054941575109129634 0.00033399566106473883 -0.0026656446891324898 0.0029122187668314207 5.3286657724175909e-05 -0.0035339699704488672
leaf_weight=2354.9450392723083 111.60704028606415 51.410711884498596 76.882687926292419 91.609664678573608 51.614913463592529 47.491946339607239 33.508853435516357 45.668697953224182 81.409202933311462 6551.4281853437424 62.423124670982361
leaf_count=1102 44 35 22 36 20 37 16 28 23 3381 36
internal_value=0 0.000399528 0.000696546 0.00199544 0.000107123 -0.000787799 -0.00308314 0.000394354 0.00171013 -2.63361e-05 -0.000242125
internal_weight=0 591.204 539.793 168.492 371.301 238.277 81.0008 157.276 133.024 8968.8 2417.37
internal_count=4780 261 226 58 168 125 53 72 43 4519 1138
is_linear=0
shrinkage=0.06


Tree=679
num_leaves=12
num_cat=0
split_feature=70 8 15 18 91 11 145 123 75 61 140
split_gain=0.0289786 0.139034 0.109699 0.126186 0.124635 0.120138 0.105268 0.104205 0.0986987 0.151005 0.0969913
threshold=0.010500331409275534 0.00087947337306104611 0.0087224207818508166 0.0005893622583243997 0.0079489401541650313 0.00747153488919139 0.0045489775948226461 0.00066645268816500913 0.0023699469165876512 0.0010263677686452868 0.0015833032084628942
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 7 8 10 -4 9 -3 -5
right_child=1 2 4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=3.8432028513454829e-05 -0.0027631359168120793 -0.0017120253421605361 -0.00045567803924350975 0.00074665191232658231 0.0022864339374051952 0.00046665017952722565 0.0019576018250373169 0.0020369448976980198 -0.0008737034593263687 -0.006724091167755835 -0.0014893518245618481
leaf_weight=8420.2955034971237 76.00266969203949 45.736765146255493 312.18854582309723 120.99555099010468 113.63449025154114 56.00529408454895 76.814620733261108 74.85523796081543 57.220793008804321 41.074115753173828 165.17648124694824
leaf_count=4218 39 23 127 69 38 31 27 28 37 32 111
internal_value=0 -0.000283941 -0.0001068 -0.000681392 0.000539341 -0.00189139 -1.45788e-05 2.64015e-05 -0.00280829 -0.00408346 -0.000543954
internal_weight=0 1139.7 1063.7 563.024 500.678 200.037 362.987 387.044 144.032 86.8109 286.172
internal_count=4780 562 523 330 193 123 207 155 92 55 180
is_linear=0
shrinkage=0.06


Tree=680
num_leaves=12
num_cat=0
split_feature=29 113 20 95 117 100 141 47 99 98 38
split_gain=0.0281569 0.115218 0.148912 0.141816 0.0375596 0.238034 0.166408 0.184027 0.152834 0.264626 0.202635
threshold=0.074787221848964705 0.0005893622583243997 0.00017767510871635753 0.00099512818269431613 0.019431582652032379 0.00017767510871635753 0.007706565549597145 0.00073092587990686308 0.0084566329605877417 0.02636832278221846 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 7 -7 10 -10 -9
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=4.2363849273625134e-05 -0.0016271781145305636 0.0026655750171626063 -0.0030081561715339365 0.0010448897086555986 -0.002612532011173254 -0.0024834481581658186 -0.0013480114067805859 0.00050082079145018893 -0.0023584282434737235 0.00091416659273685385 0.0037669054434715898
leaf_weight=7301.1182861328125 70.192588567733765 120.79620468616486 44.453199028968811 103.29789412021637 142.81617498397827 86.810880899429321 302.65904545783997 958.38626146316528 176.39309561252594 179.43669819831848 73.639739036560059
leaf_count=3768 37 36 22 35 86 55 160 398 97 64 22
internal_value=0 0.000537251 0.00110299 -0.000174532 -1.97357e-05 -0.000255862 -6.64931e-05 0.000196524 0.000364158 -0.000708135 0.000733871
internal_weight=0 338.74 268.547 147.751 9221.26 1920.14 1777.33 1474.67 1387.86 355.83 1032.03
internal_count=4780 130 93 57 4650 882 796 636 581 161 420
is_linear=0
shrinkage=0.06


Tree=681
num_leaves=12
num_cat=0
split_feature=127 101 29 94 110 117 109 115 121 136 108
split_gain=0.0290785 0.127692 0.115538 0.142164 0.132859 0.0902571 0.170417 0.0902101 0.139991 0.101086 0.0779932
threshold=0.017188700847327713 0.0026012937305495147 0.007706565549597145 0.00093549740267917525 0.0012745757703669371 0.00062670491752214741 0.01884530205279589 0.00017767510871635753 0.0053125319536775359 0.00075379351619631063 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 7 -7 9 10 -9
right_child=1 2 4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-2.6897400880984475e-05 0.0020415346949639928 0.00552774952881082 -0.0026610117785113756 0.0012113431657192087 0.0023173875734679365 -0.0033100723161362975 0.0017029056320043195 -0.0017804969290339848 0.0028983796292604844 -0.0038945801617471698 0.0013976177797584101
leaf_weight=8967.5176384449005 55.397544622421265 44.589333415031433 37.899234056472778 71.544221878051758 39.318934559822083 63.706690788269043 88.366715788841248 69.312570333480835 32.293354511260986 43.641247987747192 46.41258180141449
leaf_count=4470 28 12 27 33 18 37 36 54 10 34 21
internal_value=0 0.000407106 0.00167265 0.00286862 -0.000126047 -0.000205966 -0.000568183 -0.00135407 -0.000703902 -0.00143385 -0.000505886
internal_weight=0 592.482 193.352 116.134 77.2182 399.131 343.733 255.366 191.66 159.366 115.725
internal_count=4780 310 90 45 45 220 192 156 119 109 75
is_linear=0
shrinkage=0.06


Tree=682
num_leaves=12
num_cat=0
split_feature=108 29 60 44 29 72 46 12 53 77 11
split_gain=0.0289513 0.100849 0.144572 0.107178 0.187303 0.272874 0.105365 0.0885834 0.149733 0.0917709 0.0657
threshold=0.0005375427135732026 0.013439828064292671 0.00062670491752214741 0.0010918468469753864 0.0036604277556762104 0.0033348383149132137 0.059226244688034065 0.00075379351619631063 0.0014881226234138014 0.00068727668258361529 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -5 8 9 -1 -2
right_child=10 2 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0017610164224228354 0.00031123162883886127 -0.0039223139321796219 0.0010408841107482306 -0.0013288643478061952 0.0010095797964263782 0.0070170299908438706 0.0024380633623055166 -0.00021647912981958764 0.0036232732916678129 0.0021187339253389836 -0.00011155910448438686
leaf_weight=50.802962422370911 1627.0755624771118 45.668697953224182 39.318934559822083 156.79926788806915 79.921435236930847 41.278317332267761 32.225287318229675 294.27697682380676 69.789040684700012 38.643117904663086 7084.2004675865173
leaf_count=32 732 28 18 107 37 17 15 204 19 20 3551
internal_value=0 0.000334514 -0.00162613 0.000552691 0.000960321 0.0030556 -0.000686671 0.000400363 0.00154033 -8.48597e-05 -3.25911e-05
internal_weight=0 848.724 84.9876 763.736 574.712 121.2 189.025 453.512 159.235 89.4461 8711.28
internal_count=4780 497 46 451 329 54 122 275 71 52 4283
is_linear=0
shrinkage=0.06


Tree=683
num_leaves=12
num_cat=0
split_feature=99 27 104 31 99 115 129 83 119 84 51
split_gain=0.0291302 0.0562107 0.0647247 0.0607121 0.0418539 0.104302 0.193493 0.304426 0.14095 0.250394 0.144312
threshold=0.11759182065725328 0.00017767510871635753 0.0015833032084628942 0.00044738779251929378 0.010500331409275534 0.0028552538715302949 0.00040826165059115743 0.010180860292166473 0.0003614811430452392 0.000490355829242617 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 8 -7 -8 10 -10 -6
right_child=1 2 -4 -5 5 6 7 -9 9 -11 -12
leaf_value=3.4503676584032023e-05 0.0022216552053915158 -0.0019648344223486673 0.0015017777502429816 0.0011051768231881967 -0.00041802678364911896 0.002781613816814322 0.00077116282164575495 -0.0030109476138019792 0.0034124438221873514 -0.001350919012449692 -0.0022495021724964919
leaf_weight=8031.637528181076 61.343760132789612 64.922189712524414 70.396790146827698 36.075985670089722 389.20251286029816 95.460363030433655 289.61918270587921 104.17305707931519 73.639739036560059 86.271198630332947 257.25776100158691
leaf_count=3991 20 43 22 18 187 39 165 66 22 47 160
internal_value=0 0.000663035 0.000105192 -0.000868244 -1.65444e-05 -0.000332994 0.000358134 -0.00022935 -0.000752325 0.000842632 -0.00114686
internal_weight=0 232.739 171.395 100.998 9327.26 1295.62 489.253 393.792 806.371 159.911 646.46
internal_count=4780 103 83 61 4677 686 270 231 416 69 347
is_linear=0
shrinkage=0.06


Tree=684
num_leaves=12
num_cat=0
split_feature=150 4 21 34 2 142 30 50 107 80 5
split_gain=0.0264659 0.0921792 0.144559 0.136355 0.175952 0.12662 0.210661 0.194327 0.143898 0.141669 0.24417
threshold=0.0053125319536775359 0.0013986918493174019 0.00040826165059115743 0.0041444667149335155 0.00043393640953581786 0.0028552538715302949 0.00038414125447161501 0.00087947337306104611 0.0068083447404205808 0.00090704852482303988 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 9 -7 -8 -9 -4 -11
right_child=1 3 5 -5 -6 6 7 8 -10 10 -12
leaf_value=-6.4685600094177361e-05 0.0036122151599752234 -0.0034705401137842466 0.00031046138443417676 3.1750976323607259e-05 0.00019049061449328623 0.001683177610232543 0.0027894798866080883 -0.00045174188562378039 -0.0043382933807499342 -0.00044912120948789011 -0.0053669850699824256
leaf_weight=6733.1500364542007 50.331347346305847 99.038792610168457 614.17662990093231 1002.158788561821 90.394165754318237 471.96820437908173 54.85786235332489 177.74472892284393 42.493816256523132 178.01699769496918 45.668697953224182
leaf_count=3563 19 62 241 470 30 158 20 93 23 73 28
internal_value=0 0.000154072 0.000446545 -0.000247299 -0.00172356 0.000346016 0.000913958 -0.00040575 -0.00120163 -0.00016038 -0.00145317
internal_weight=0 2826.85 1635.26 1191.59 189.433 1584.93 747.065 275.096 220.239 837.862 223.686
internal_count=4780 1217 655 562 92 636 294 136 116 342 101
is_linear=0
shrinkage=0.06


Tree=685
num_leaves=12
num_cat=0
split_feature=87 46 116 11 93 140 109 75 107 5 47
split_gain=0.0287432 0.083508 0.0563673 0.0366682 0.181742 0.149514 0.192958 0.278006 0.197677 0.14684 0.128197
threshold=0.052634395658969886 0.0095705352723598498 0.0034400182776153092 0.0019071503775194289 0.000490355829242617 0.0079489401541650313 0.0058306583669036635 0.0005375427135732026 0.0019071503775194289 0.014740333426743748 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 9 7 -7 -9 -5 -8
right_child=1 -3 -4 4 -6 6 10 8 -10 -11 -12
leaf_value=-0.00014337139809145904 -0.0017198972912934247 0.0019255473967187758 0.0011228817259309998 -0.00041130432968214305 -0.00012098502276714216 -0.00026223818747762536 -0.001558960746671908 0.0016674151704332671 0.0053536453581389488 0.0027370037750223128 0.00095088574990806821
leaf_weight=4328.6466653347015 58.640493512153625 101.406578540802 43.913516759872437 484.85736691951752 3702.1108446121216 96.607794761657715 90.593512058258057 98.567177534103394 111.74317467212677 59.924059629440308 382.98888385295868
leaf_count=2147 28 31 14 307 1861 50 63 49 34 29 167
internal_value=0 0.000704632 -0.000502622 -1.53609e-05 9.48577e-05 0.000697804 0.00123023 0.00240211 0.003626 -6.50014e-05 0.000470767
internal_weight=0 203.961 102.554 9356.04 5027.39 1325.28 780.501 306.918 210.31 544.781 473.582
internal_count=4780 73 42 4707 2560 699 363 133 83 336 230
is_linear=0
shrinkage=0.06


Tree=686
num_leaves=12
num_cat=0
split_feature=15 68 103 112 34 9 0 40 128 73 32
split_gain=0.0286334 0.134962 0.119095 0.110922 0.135325 0.153473 0.0982747 0.0849425 0.152647 0.165676 0.174377
threshold=0.0037758676335215573 0.0010263677686452868 0.00060774214216507982 0.034632634371519096 0.0010263677686452868 0.00044738779251929378 0.0013146653072908523 0.0027679565828293566 0.00017767510871635753 0.0036604277556762104 0.0019071503775194289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -3 -5 -6 -2 -1 -9 10 -10
right_child=1 3 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=-0.00018411163807692489 -0.0052630473639572583 -6.6252212926355477e-05 0.0012565872891501934 0.0033478113190724156 -0.0019798585493615802 0.0024135004788281107 -0.0015759352417738454 -0.00070967355364170222 0.0023164171308089651 9.2942150991317328e-05 0.00029464209890493027
leaf_weight=1453.9059946537018 32.089152932167053 6057.4837081432343 43.169632911682129 76.882687926292419 60.599876284599304 54.250112891197205 137.68191051483154 329.34166514873505 354.94977557659149 688.94437956809998 270.70117163658142
leaf_count=827 25 2741 21 22 27 17 82 201 178 466 173
internal_value=0 -7.18951e-05 -0.00155733 -2.12794e-05 0.00139956 9.53721e-05 -0.00227285 0.000149975 0.000445442 0.00073483 0.00144165
internal_weight=0 6462.16 212.941 6249.22 191.733 114.85 169.771 3097.84 1643.94 1314.6 625.651
internal_count=4780 2935 128 2807 66 44 107 1845 1018 817 351
is_linear=0
shrinkage=0.06


Tree=687
num_leaves=12
num_cat=0
split_feature=23 110 126 142 140 114 88 101 95 65 112
split_gain=0.0284515 0.11475 0.0680645 0.0665619 0.108965 0.119212 0.0911815 0.0805918 0.159672 0.083672 0.0634895
threshold=0.0019672545604407792 0.04673989117145539 0.0026012937305495147 0.0079489401541650313 0.0045489775948226461 0.00068727668258361529 0.00017767510871635753 0.00085274505545385193 0.00039601318712811922 0.00017767510871635753 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -9 -1 -8
right_child=-2 -3 -4 -5 -6 6 10 8 -10 -11 -12
leaf_value=-0.0026974826554260352 -3.803579285829458e-05 0.002584673104264276 -0.0024887529182977285 -0.0019204369905132801 0.0025965526883235533 0.0029509579292962005 0.00060829950227274799 0.0023179315087128649 -0.0020296890773026694 -7.5621504529698727e-05 -0.0015833027447797884
leaf_weight=107.34793877601624 8422.6729999780655 72.895855188369751 34.724352359771729 50.127145767211914 70.328722953796387 55.465611815452576 496.88107705116272 67.6254563331604 55.261410236358643 74.043286919593811 52.626210808753967
leaf_count=71 4091 29 22 34 27 23 329 35 38 40 41
internal_value=0 0.000281681 0.000123964 0.000212071 0.000321196 0.000145202 0.000632435 -0.000823526 0.000362835 -0.00162725 0.00039841
internal_weight=0 1137.33 1064.43 1029.71 979.58 909.251 604.973 304.278 122.887 181.391 549.507
internal_count=4780 689 660 638 604 577 393 184 73 111 370
is_linear=0
shrinkage=0.06


Tree=688
num_leaves=12
num_cat=0
split_feature=104 25 104 2 142 80 58 17 18 92 70
split_gain=0.0266896 0.100997 0.162251 0.1701 0.162105 0.100476 0.273163 0.18155 0.134217 0.131098 0.101433
threshold=0.015200819820165636 0.011519505176693203 0.01884530205279589 0.00043393640953581786 0.0037758676335215573 0.0072436286136507997 0.0035485138650983576 0.00040826165059115743 0.0013986918493174019 0.00017767510871635753 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 8 -7 -8 9 10 -4
right_child=1 -3 5 4 -6 6 7 -9 -10 -11 -12
leaf_value=-5.0005161589550076e-05 0.0023940313439900604 -0.0021981729474355892 -0.0014586984180710398 0.0015036072899257259 -0.0026342339835773239 0.00083835034455871215 -0.0054016876894424281 -0.00097358258820471081 -0.0018068736546575993 0.00097270431849618365 0.00038937770177529873
leaf_weight=7655.3728239536285 232.47131216526031 61.139558553695679 180.78833150863647 80.12563681602478 59.316310167312622 137.48256421089172 60.531809091567993 74.179421305656433 105.79695916175842 651.13748908042908 261.65785217285156
leaf_count=4140 75 35 60 22 26 49 32 30 42 194 75
internal_value=0 0.000200988 0.000280557 0.00140024 -0.000256562 -2.42229e-06 -0.00104314 -0.00296333 0.000233763 0.000431181 -0.000365766
internal_weight=0 1904.63 1843.49 371.913 139.442 1471.57 272.194 134.711 1199.38 1093.58 442.446
internal_count=4780 640 605 123 48 482 111 62 371 329 135
is_linear=0
shrinkage=0.06


Tree=689
num_leaves=12
num_cat=0
split_feature=28 27 145 103 138 83 10 86 44 78 102
split_gain=0.0284677 0.192724 0.205437 0.149698 0.183605 0.11335 0.111961 0.100402 0.115842 0.157219 0.203655
threshold=0.00046126570669002836 0.0010585968848317864 0.021960759535431865 0.00060774214216507982 0.00039601318712811922 0.11759182065725328 0.0035485138650983576 0.0017376682371832433 0.0033348383149132137 0.0068083447404205808 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 -3 -2 8 -1 10 -10
right_child=1 5 -4 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.0001316913489020302 -0.0028579745210301336 -1.9324463146444309e-05 0.001383974403276812 -0.00038460988854718771 -0.0015665471347887029 0.0027238543476762454 -0.0073644836228512209 -0.0015388812672743936 -0.0010165351256295971 0.001452125060195805 0.00059567083963401745
leaf_weight=2257.5933606624603 37.291484594345093 4715.1897023916245 80.12563681602478 126.94176650047302 124.17043268680573 54.85786235332489 42.425749063491821 128.62888050079346 374.13520014286041 472.36689698696136 1146.2730954885483
leaf_count=1059 24 2577 22 61 74 20 28 80 198 224 413
internal_value=0 -9.51873e-05 -0.00134193 -0.00200213 -0.00300921 1.22234e-05 -0.00525635 0.000112621 0.0001626 0.000496 0.000198946
internal_weight=0 5181 410.955 330.829 203.888 4770.05 79.7172 4379 4250.37 1992.78 1520.41
internal_count=4780 2806 209 187 126 2597 52 1974 1894 835 611
is_linear=0
shrinkage=0.06


Tree=690
num_leaves=12
num_cat=0
split_feature=23 50 110 68 140 124 140 25 128 131 106
split_gain=0.0270316 0.0770101 0.131117 0.087778 0.0646369 0.0875005 0.1448 0.0786819 0.112648 0.0896482 0.0894494
threshold=0.0019672545604407792 0.076978169381618514 0.04673989117145539 0.00064626874518580746 0.0068083447404205808 0.028884131461381916 0.0012357163941487672 0.00017767510871635753 0.0019071503775194289 0.00017767510871635753 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 7 -7 8 9 -1 -9
right_child=-2 3 -4 -5 -6 6 -8 10 -10 -11 -12
leaf_value=-0.0031312893148135075 -3.7074526802873999e-05 0.00026182914355509727 0.0025991275461624882 0.0038496472661682041 0.0024749253922613074 0.00020052974762637841 0.0044458872908826608 0.00011212344878071651 0.0018722104355285015 -0.00030531129216632895 -0.0033187806731372386
leaf_weight=106.67212212085724 8422.6729999780655 54.721727967262268 71.612289071083069 44.521266222000122 34.860486745834351 156.73120069503784 35.468236207962036 507.82542264461517 30.941721200942993 65.058324098587036 28.914271235466003
leaf_count=73 4091 30 28 17 12 112 15 335 14 33 20
internal_value=0 0.000274562 0.000121905 0.00187136 -6.16487e-05 -0.000156566 0.000983963 -0.00045303 -0.00146026 -0.0020607 -7.27e-05
internal_weight=0 1137.33 1038.08 99.243 966.472 931.611 192.199 739.412 202.672 171.73 536.74
internal_count=4780 689 642 47 614 602 127 475 120 106 355
is_linear=0
shrinkage=0.06


Tree=691
num_leaves=12
num_cat=0
split_feature=108 23 11 145 0 15 131 117 94 147 14
split_gain=0.0277634 0.125761 0.115127 0.144869 0.159411 0.119582 0.105494 0.0994389 0.0868287 0.0846675 0.0782102
threshold=0.0005375427135732026 0.022641776129603389 0.0012357163941487672 0.0023699469165876512 0.00068727668258361529 0.016668972559273246 0.00082683752407319855 0.0036604277556762104 0.0005375427135732026 0.0022975050378590827 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 7 -3 10 -4 -9 -1
right_child=-2 6 3 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0015839223944722979 -3.1915477720762676e-05 -0.0030152661013766011 0.00096984270920408094 0.0040781281944526175 -0.00057144701429318956 0.0034063387632594631 0.00094938307591199862 -0.0039373719359670368 0.0047101568249934998 -2.4742470157031686e-05 -0.00038688798413459124
leaf_weight=102.41787588596344 8711.2760300636292 68.165138602256775 46.952264070510864 63.842825174331665 124.10236549377441 34.860486745834351 37.427618980407715 43.641247987747192 42.629950642585754 36.615667939186096 248.06859660148621
leaf_count=52 4283 43 29 27 79 12 14 34 13 26 168
internal_value=0 0.000327579 0.000602891 0.00157019 0.000820893 2.63229e-05 -0.00160999 -0.000247225 0.00274977 -0.00215231 0.000189015
internal_weight=0 848.724 743.131 277.527 213.685 465.604 105.593 430.743 89.5822 80.2569 350.486
internal_count=4780 497 440 148 121 292 57 280 42 60 220
is_linear=0
shrinkage=0.06


Tree=692
num_leaves=12
num_cat=0
split_feature=133 103 93 83 7 63 53 7 78 85 135
split_gain=0.0278877 0.116434 0.236005 0.157173 0.155607 0.140995 0.0865565 0.175135 0.194362 0.155706 0.174645
threshold=0.010829726699739696 0.00066645268816500913 0.0084566329605877417 0.0072436286136507997 0.0012357163941487672 0.0021592099219560628 0.0056525857653468856 0.0022975050378590827 0.0015833032084628942 0.00060774214216507982 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -3 7 -2 -9 10 -8
right_child=1 5 3 4 -6 -7 9 8 -10 -11 -12
leaf_value=-5.1245919908800144e-05 -0.0010607003768822766 -0.0036602286976656863 -0.00031523472462803478 0.0016059326535485519 0.0049920422534803889 -0.00027582646541622342 0.0020642244097458825 0.0045458017971022916 0.00017361872243367541 -0.00076097934085181201 -0.0019433931868542505
leaf_weight=7647.5741350650787 452.83628118038177 50.7348952293396 77.893985271453857 134.23961532115936 76.814620733261108 350.1509917974472 271.65411233901978 43.23770010471344 238.54395151138306 170.58301448822021 45.736765146255493
leaf_count=3760 277 37 43 49 27 197 103 16 153 95 23
internal_value=0 0.000204927 0.000446028 0.0019882 0.00283833 -0.000704146 8.15501e-05 -0.00032991 0.000844504 0.000700981 0.00148672
internal_weight=0 1912.43 1511.54 288.948 211.054 400.886 1222.59 734.618 281.782 487.974 317.391
internal_count=4780 1020 786 119 76 234 667 446 169 221 126
is_linear=0
shrinkage=0.06


Tree=693
num_leaves=12
num_cat=0
split_feature=28 27 145 80 43 53 83 1 39 118 8
split_gain=0.0260805 0.167807 0.181563 0.118045 0.117158 0.103875 0.140067 0.128723 0.102057 0.137496 0.177669
threshold=0.00046126570669002836 0.0010585968848317864 0.021960759535431865 0.0084566329605877417 0.066585760563611998 0.040252277627587325 0.0081988852471113222 0.00070876078098081063 0.013032016810029747 0.01884530205279589 0.033603202551603324
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -3 6 -2 -8 9 -1 -11
right_child=1 4 -4 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.00024725414610317169 -0.00054032284825891773 3.7736595270648528e-05 0.0013081501314859457 -0.0045381274678632493 -0.0030805405969616421 0.0015191023390375049 -0.0013112646686867329 -0.0054303356912301266 -0.0013097416227163159 -0.0020218868109086506 0.0027629247399534114
leaf_weight=3985.4093955755234 132.61571323871613 4726.2701823711395 80.12563681602478 50.7348952293396 43.777382373809814 38.103435635566711 52.8304123878479 56.544976353645325 175.51307737827301 185.17385685443878 32.901103973388672
leaf_count=1728 73 2573 22 37 24 12 26 39 114 119 13
internal_value=0 -9.11088e-05 -0.00125447 -0.00187513 9.11843e-06 -0.00139276 -0.00185126 -0.00344075 0.000107795 0.000166983 -0.0013
internal_weight=0 5181 410.955 330.829 4770.05 280.095 241.991 109.375 4379 4203.48 218.075
internal_count=4780 2806 209 187 2597 150 138 65 1974 1860 132
is_linear=0
shrinkage=0.06


Tree=694
num_leaves=12
num_cat=0
split_feature=43 1 102 110 117 122 53 143 102 71 98
split_gain=0.0266725 0.104612 0.139137 0.15007 0.141289 0.127453 0.0961551 0.154538 0.0752396 0.0509761 0.102
threshold=0.040252277627587325 0.00082683752407319855 0.00052132029668428015 0.0011261500185355546 0.00747153488919139 0.00040826165059115743 0.0063990866765379914 0.0034400182776153092 0.0016846025246195497 0.010829726699739696 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 8 7 -3 -4 10 -1
right_child=1 6 5 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012148264254684746 -0.0026190819693437243 0.00060108428351390538 0.0025867497675149732 -0.0042242961813329346 0.0021996008175096241 -0.0017003383840826685 0.00016493127993196004 0.0048715090620969357 0.00011874909895052284 -0.00018704309609238838 0.000433315594679185
leaf_weight=2968.2805864810944 43.709315180778503 67.693523526191711 96.204246878623962 54.045911312103271 43.913516759872437 62.559259057044983 125.25465250015259 55.533679008483887 82.692769050598145 3965.4606660604477 1994.6519423723221
leaf_count=1643 29 30 32 32 14 26 42 18 24 1907 983
internal_value=0 0.000376805 -0.000245058 -0.0017378 -0.000204126 0.000630773 0.00133563 0.0025256 0.00144595 -2.66557e-05 0.000101496
internal_weight=0 631.607 383.125 141.669 87.6228 241.456 248.482 123.227 178.897 8928.39 4962.93
internal_count=4780 247 157 75 43 82 90 48 56 4533 2626
is_linear=0
shrinkage=0.06


Tree=695
num_leaves=12
num_cat=0
split_feature=99 95 88 58 50 50 140 84 128 24 28
split_gain=0.0279601 0.129273 0.122667 0.0364166 0.196906 0.123068 0.134625 0.147397 0.232193 0.148542 0.212314
threshold=0.11759182065725328 0.00077738583786413084 0.00017767510871635753 0.0015349716995842757 0.26590165495872503 0.076978169381618514 0.0079489401541650313 0.00244467705488205 0.00093549740267917525 0.00060774214216507982 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 9 -9 -1 -11
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12
leaf_value=0.00034884558447134591 0.002445948378749483 -0.0031149554865277092 0.00069551334774460994 -9.5530983862909263e-05 -0.0038964160622958397 0.0020966468693230356 0.00060856483690178542 0.0042540574732060103 6.6293046921098622e-05 -0.0025274793154275144 -0.00037208425238605434
leaf_weight=453.10854995250702 89.042532444000244 43.709315180778503 99.986878037452698 6443.0203031301498 42.425749063491821 120.66007030010223 1214.2243219614029 62.019576787948608 205.91511631011963 234.48905158042908 551.39860343933105
leaf_count=257 34 29 40 3102 28 46 567 18 120 165 374
internal_value=0 0.000649583 -0.00046355 -1.62087e-05 0.000160987 0.00022156 0.000138416 -0.000240411 0.00103565 -0.00051636 -0.0010152
internal_weight=0 232.739 143.696 9327.26 2884.24 2841.82 2721.16 1506.93 267.935 1239 785.888
internal_count=4780 103 69 4677 1575 1547 1501 934 138 796 539
is_linear=0
shrinkage=0.06


Tree=696
num_leaves=12
num_cat=0
split_feature=127 122 99 127 10 106 149 4 27 129 104
split_gain=0.0281868 0.114001 0.10043 0.0895738 0.303862 0.221017 0.16854 0.234101 0.14547 0.116716 0.111283
threshold=0.017188700847327713 0.0011261500185355546 0.0022272822679951791 0.0066005610860884198 0.0058306583669036635 0.0063990866765379914 0.0016331639490090313 0.00060774214216507982 0.010180860292166473 0.000490355829242617 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 8 9 -8 -5 -6 -9
right_child=1 2 -4 4 6 -7 7 10 -10 -11 -12
leaf_value=1.8771145919945117e-05 1.8667431965450198e-05 0.0035665452377937452 -0.00037665253662831259 -0.0016290379870644506 0.0012723396042619755 0.0029665694361055753 -0.00057980566932003047 -0.0041953868619343587 0.0020766552343137196 -0.0028151317734838896 -0.0093233228349522378
leaf_weight=8484.3473855257034 489.32067000865936 67.761590719223022 35.400169014930725 147.13848841190338 47.088398456573486 86.407333016395569 36.075985670089722 31.481403470039368 51.478779077529907 53.97784411907196 29.522020697593689
leaf_count=4182 265 25 20 102 19 37 18 22 30 37 23
internal_value=0 0.000400815 0.00221343 -2.64818e-05 -0.000821111 0.000433446 -0.00262574 -0.0044112 -0.000668575 -0.000910713 -0.006677
internal_weight=0 592.482 103.162 8967.52 483.17 285.025 198.146 97.0794 198.617 101.066 61.0034
internal_count=4780 310 45 4470 288 169 119 63 132 56 45
is_linear=0
shrinkage=0.06


Tree=697
num_leaves=12
num_cat=0
split_feature=11 71 88 104 137 87 122 108 142 140 59
split_gain=0.0261269 0.15757 0.176908 0.159834 0.158894 0.113765 0.111495 0.12179 0.198219 0.218572 0.199195
threshold=0.00044738779251929378 0.045367386192083366 0.00017767510871635753 0.00060774214216507982 0.00037263428384903824 0.00090704852482303988 0.00082683752407319855 0.0044099434744566688 0.00017767510871635753 0.0015833032084628942 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -4 7 -1 -9 -10 -11
right_child=-2 2 5 4 -6 -7 -8 8 9 10 -12
leaf_value=9.5612988725372414e-05 -5.1020783157069898e-05 0.00024124521100023935 0.0029322144771784429 -0.0047212447269358087 -0.00039960132749920953 -0.0012367492550095533 -0.0016050546839344911 -0.00039677717738560979 0.0043301213465419056 0.0036669770287110545 0.00036353556508888422
leaf_weight=939.52660703659058 7559.8054581880569 72.083904147148132 52.898479580879211 90.053829789161682 46.41258180141449 42.493816256523132 92.689029216766357 204.50027108192444 99.986878037452698 86.543467402458191 273.00574564933777
leaf_count=497 3823 41 21 55 21 23 52 81 40 27 99
internal_value=0 0.000192835 -0.00106523 -0.00204422 -0.00325144 0.00107509 0.00041826 0.000535212 0.00115719 0.00184872 0.00115867
internal_weight=0 2000.19 303.943 208.55 136.466 95.3923 1696.25 1603.56 664.036 459.536 359.549
internal_count=4780 957 161 117 76 44 796 744 247 166 126
is_linear=0
shrinkage=0.06


Tree=698
num_leaves=12
num_cat=0
split_feature=10 29 101 150 105 29 24 27 45 125 145
split_gain=0.0258729 0.111656 0.100113 0.0834423 0.233139 0.195732 0.223215 0.142029 0.0986539 0.0953601 0.283002
threshold=0.0031340263085439806 0.074787221848964705 0.0035485138650983576 0.0011615398107096555 0.0046923852059990176 0.015675474889576439 0.00087947337306104611 0.00077738583786413084 0.0051502294372767219 0.0026833302108570938 0.0053125319536775359
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 7 -7 -6 10 -2
right_child=3 2 -4 -5 8 6 -8 -9 -10 -11 -12
leaf_value=6.4026365670376479e-05 -0.0018735896497045904 0.00043692331728214639 0.0038460247189172022 3.1470101795534887e-05 0.00036680281738122195 -0.0032041200863412215 -0.0061180515844609018 0.001768497148917822 0.0032218176937961686 -0.0015802134182765399 0.0009031933431417386
leaf_weight=3378.5452736616135 212.33294689655304 73.503604650497437 53.642363429069519 4926.4286255836487 124.30656707286835 49.58746349811554 52.086528539657593 35.468236207962036 67.085774064064026 237.19231820106506 349.82036638259888
leaf_count=1998 125 32 14 2163 64 26 33 15 27 157 126
internal_value=0 0.000129715 0.00187521 -7.51104e-05 -0.000540639 -0.000930616 -0.00302479 -0.00113054 0.00136753 -0.000571322 -0.000145635
internal_weight=0 3505.69 127.146 6054.31 1127.88 936.488 137.142 85.0557 191.392 799.346 562.153
internal_count=4780 2044 46 2736 573 482 74 41 91 408 251
is_linear=0
shrinkage=0.06


Tree=699
num_leaves=12
num_cat=0
split_feature=87 102 58 36 18 21 22 12 115 88 44
split_gain=0.0271991 0.0673465 0.0873244 0.0429559 0.0726816 0.0831332 0.070297 0.146723 0.117444 0.120957 0.149493
threshold=0.052634395658969886 0.0012357163941487672 0.0053125319536775359 0.00747153488919139 0.13848232477903369 0.00066645268816500913 0.0017376682371832433 0.012636432424187662 0.015675474889576439 0.00055427959887310873 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1 8 9 10 -8
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=8.4500854898609729e-05 0.0022416026501192246 -0.0013690431203190517 0.0017020354202711698 -0.00053930710393258394 -2.7521998113252928e-06 -0.0036105914414788446 -0.00011423986344118079 0.0018556170553159529 -0.0027228276419364109 0.00025069167191634281 -0.0033755288754412239
leaf_weight=8034.4817844629288 67.153841257095337 79.313685774803162 57.493061780929565 530.5260648727417 50.195212960243225 42.425749063491821 108.90377366542816 81.136934161186218 101.60592484474182 312.25175774097443 94.512277603149414
leaf_count=3925 22 34 17 335 29 28 52 43 64 170 61
internal_value=0 0.000685444 -7.84218e-05 -1.49426e-05 1.65784e-05 -0.00165535 3.43109e-05 -0.000543072 -0.000858366 -0.000490997 -0.00162952
internal_weight=0 203.961 136.807 9356.04 8825.51 92.621 8732.89 698.411 617.274 515.668 203.416
internal_count=4780 73 51 4707 4372 57 4315 390 347 283 113
is_linear=0
shrinkage=0.06


Tree=700
num_leaves=12
num_cat=0
split_feature=17 125 101 99 93 11 75 69 44 104 127
split_gain=0.0270492 0.0786711 0.137507 0.135365 0.127546 0.124221 0.175038 0.148614 0.151331 0.234081 0.125284
threshold=0.0025217677466571335 0.086341444402933135 0.00096484774257987748 0.00050559637020342063 0.0011261500185355546 0.064669914543628707 0.0048403022810816774 0.00085274505545385193 0.0084566329605877417 0.0037758676335215573 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 10 9 -9 -2
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-6.2035897750376844e-05 8.7868104816807069e-05 0.0024267319739367816 0.0028159960816862483 0.0001840034564603129 0.00035120103562510854 0.0027582688537654051 0.0005449606350802186 -0.0016589011814926308 -0.00068825331273316499 -0.0067077045520226577 -0.0033751871927617766
leaf_weight=6938.4865349531174 269.42246079444885 54.182045698165894 151.53372430801392 1370.8826001882553 150.78984045982361 40.602500677108765 294.61731278896332 82.284365892410278 108.22795701026917 55.261410236358643 43.709315180778503
leaf_count=3392 124 22 65 732 72 19 179 54 54 38 29
internal_value=0 0.000164193 0.000116444 0.000437437 0.00158663 -0.000484242 -0.00063849 -0.00126233 -0.00236668 -0.00368735 -0.000395531
internal_weight=0 2621.51 2567.33 1673.21 302.324 894.125 853.523 558.906 245.774 137.546 313.132
internal_count=4780 1388 1366 869 137 497 478 299 146 92 153
is_linear=0
shrinkage=0.06


Tree=701
num_leaves=12
num_cat=0
split_feature=71 54 112 47 108 143 78 22 148 50 5
split_gain=0.0264074 0.0848978 0.127446 0.0874448 0.0908452 0.111128 0.0847932 0.1176 0.0699366 0.0512555 0.210259
threshold=0.15819545835256579 0.0014881226234138014 0.0019071503775194289 0.013439828064292671 0.007706565549597145 0.0063990866765379914 0.00068727668258361529 0.00077738583786413084 0.0051502294372767219 0.26590165495872503 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 6 4 5 -3 -2 -8 -5 -1 -11
right_child=1 3 -4 8 -6 -7 7 -9 -10 10 -12
leaf_value=-1.1840547011250898e-05 0.0012383369908274447 0.0010202348808349994 -0.0042259156089100814 -0.0020576442322935568 -0.00029860031542430668 0.0039301214445341777 -0.0028352109882307987 0.0018948630633771801 0.0010278565265651525 -0.0043136920359745246 0.0017918519647691588
leaf_weight=8886.9835984706879 97.283611416816711 119.44457137584686 29.522020697593689 53.506229043006897 73.571671843528748 78.166254043579102 59.719858050346375 27.698772311210632 52.290730118751526 44.3851318359375 37.427618980407715
leaf_count=4478 48 40 23 24 27 23 44 14 18 27 14
internal_value=0 0.000388404 -0.000565392 0.000930413 0.00150119 0.00217126 1.96905e-05 -0.00133648 -0.000532618 -2.56027e-05 -0.00152053
internal_weight=0 591.204 214.224 376.979 271.182 197.611 184.702 87.4186 105.797 8968.8 81.8128
internal_count=4780 261 129 132 90 63 106 58 42 4519 41
is_linear=0
shrinkage=0.06


Tree=702
num_leaves=12
num_cat=0
split_feature=43 70 112 80 136 54 125 4 127 125 59
split_gain=0.0260897 0.0805488 0.08155 0.151084 0.187039 0.177664 0.139829 0.138878 0.121509 0.105085 0.148529
threshold=0.0081988852471113222 0.034632634371519096 0.00037263428384903824 0.0084566329605877417 0.00057154725072905432 0.055838862434029586 0.0020292587578296666 0.00046126570669002836 0.00044738779251929378 0.0015833032084628942 0.0022975050378590827
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -9 -4 -11
right_child=1 -3 9 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-4.6918713492086214e-05 -0.0028086530405930961 -0.0018510993874313588 0.00020268750686360022 -0.0032271526834445076 0.002187028848220007 0.001779811949485399 -0.0039375282661606942 0.0014859077748604883 -0.0020432712851534067 -0.0011626189283537028 0.0020617020105865823
leaf_weight=7810.0279285907745 73.907152533531189 65.734140753746033 796.31659471988678 57.288860201835632 111.67510747909546 86.611534595489502 58.504359126091003 107.82440912723541 52.086528539657593 63.167008519172668 276.85644400119781
leaf_count=4071 50 31 297 32 39 22 38 36 33 29 102
internal_value=0 0.000209396 0.000289815 -0.00031145 2.90191e-05 -0.000606965 -0.00131414 -0.000657731 0.000336376 0.000579721 0.00146271
internal_weight=0 1749.97 1684.24 547.898 490.609 378.934 292.322 233.818 159.911 1136.34 340.023
internal_count=4780 709 678 250 218 179 157 119 69 428 131
is_linear=0
shrinkage=0.06


Tree=703
num_leaves=12
num_cat=0
split_feature=105 67 43 125 56 148 99 102 143 142 93
split_gain=0.0256353 0.119307 0.168374 0.180096 0.243421 0.135537 0.139306 0.133927 0.177385 0.215518 0.260363
threshold=0.0041444667149335155 0.0026833302108570938 0.00046126570669002836 0.0048403022810816774 0.0003614811430452392 0.017188700847327713 0.00017767510871635753 0.0048403022810816774 0.011519505176693203 0.0037758676335215573 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 7 -5 6 -2 8 9 -4 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=5.607779715890939e-05 0.0034914616548201941 0.0010569654358939843 -0.0021102664070736027 -0.0033487988793282002 -0.0005603704473065486 -0.0010584188002400192 0.00052647488834369697 0.0012111206834648921 -0.002040297966015501 -0.0014564982789865785 0.0019087955478116565
leaf_weight=7210.9525983333588 64.518641829490662 253.6112642288208 126.06174826622009 186.38935577869415 285.09266769886017 171.66237902641296 492.56361889839172 187.67777717113495 212.8045619726181 125.45399880409241 243.21145617961884
leaf_count=3483 25 142 78 125 164 111 265 78 138 75 96
internal_value=0 -0.000172144 -0.000320903 -0.000713642 -0.00166271 0.000415641 0.000869866 -0.000213794 -0.000591763 3.13173e-05 0.000763612
internal_weight=0 2349.05 2095.44 1366.69 471.482 728.745 557.082 895.21 707.532 494.727 368.665
internal_count=4780 1297 1155 754 289 401 290 465 387 249 171
is_linear=0
shrinkage=0.06


Tree=704
num_leaves=12
num_cat=0
split_feature=15 93 14 68 35 46 145 60 68 46 121
split_gain=0.0263562 0.137387 0.1387 0.121171 0.120081 0.16942 0.149949 0.140859 0.155955 0.134058 0.130334
threshold=0.0037758676335215573 0.030689206905663017 0.00070876078098081063 0.0010263677686452868 0.00017767510871635753 0.040252277627587325 0.00044738779251929378 0.0084566329605877417 0.00064626874518580746 0.010829726699739696 0.0098710241727530974
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 6 10 7 8 -1 -8 -6
right_child=3 2 -4 -5 5 -7 9 -9 -10 -11 -12
leaf_value=-0.0027172948826392229 -0.0014764672914787762 -0.002974010406145788 0.00026757210828469663 -2.1017124375973851e-05 0.00014485398445121672 -0.0013058943054386053 0.0014138787658117651 0.0031451681894173523 0.0018876075677105757 0.0053075905122360149 0.0017446466997157416
leaf_weight=70.056454181671143 212.94069635868073 98.970725417137146 91.405463099479675 6249.2163852453232 2147.1046204566956 269.8892205953598 86.407333016395569 40.602500677108765 42.561883449554443 50.399414539337158 200.44537115097046
leaf_count=47 128 67 51 2807 1314 185 37 19 18 14 93
internal_value=0 0.000143887 -0.00141763 -6.8977e-05 0.000246133 0.000117778 0.00140451 0.000115375 -0.000976963 0.00284832 0.000281452
internal_weight=0 3097.84 190.376 6462.16 2907.47 2617.44 290.028 153.221 112.618 136.807 2347.55
internal_count=4780 1845 118 2935 1727 1592 135 84 65 51 1407
is_linear=0
shrinkage=0.06


Tree=705
num_leaves=12
num_cat=0
split_feature=133 103 54 96 8 78 93 98 81 67 14
split_gain=0.0272219 0.100511 0.123887 0.134549 0.114698 0.137341 0.178421 0.195737 0.129505 0.121959 0.114962
threshold=0.010829726699739696 0.00046126570669002836 0.0017376682371832433 0.0042751494329422721 0.0031340263085439806 0.023343417793512348 0.0084566329605877417 0.0051502294372767219 0.0044099434744566688 0.0011615398107096555 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 10 8 -8 -7 -6
right_child=1 2 3 -5 5 9 7 -9 -10 -11 -12
leaf_value=-5.0630486991035207e-05 -0.00071481631724437721 0.00066295598419143496 -0.0032437850456682031 -0.00045649147464084074 0.00038392616736807354 -0.0024614516390950611 0.0060438260092625026 -2.9184763743973772e-05 0.0023099819966599937 0.00094016979173132571 0.0036105113464712036
leaf_weight=7647.5741350650787 250.36831533908844 184.02642512321472 90.661579251289368 199.63342010974884 780.69988918304443 86.674746513366699 56.209495663642883 72.220038533210754 82.556634664535522 67.489321947097778 41.886066794395447
leaf_count=3760 142 108 58 105 396 65 16 31 34 45 20
internal_value=0 0.000202466 -0.000554932 -0.00132699 0.000452274 0.00069829 0.00094747 0.00250404 0.00382244 -0.000972304 0.000548224
internal_weight=0 1912.43 474.321 290.295 1438.1 1187.74 1033.57 210.986 138.766 154.164 822.586
internal_count=4780 1020 271 163 749 607 497 81 50 110 416
is_linear=0
shrinkage=0.06


Tree=706
num_leaves=12
num_cat=0
split_feature=29 54 68 1 113 106 76 140 125 32 114
split_gain=0.0253884 0.075798 0.100493 0.137754 0.206197 0.138632 0.127044 0.0829336 0.0925262 0.114274 0.231318
threshold=0.0010585968848317864 0.0072436286136507997 0.05109804309904576 0.00046126570669002836 0.0011980500421486797 0.0026012937305495147 0.0003614811430452392 0.013860232196748258 0.00017767510871635753 0.00017767510871635753 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -5 8 -1 10 -10
right_child=-2 2 -4 6 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.00083928555911096244 -4.0315817240046865e-05 -0.0022587203230419969 0.00093502123348074544 0.0012809933014395114 0.00032392408347920105 -0.0077339564231863498 -0.0021712254230359979 0.0030338299591309145 0.0051232204584808361 0.00027455099432823474 0.00053993203498300176
leaf_weight=175.51307737827301 8170.8801288604736 35.332101821899414 129.30955243110657 105.05307531356812 47.764215111732483 31.481403470039368 60.463741898536682 45.197082877159119 58.100811243057251 576.12669563293457 124.77818214893341
leaf_count=114 4006 25 30 49 17 22 37 15 20 368 77
internal_value=0 0.00023714 -0.000448481 -0.00108719 -0.00268647 -0.00483856 1.98884e-05 0.000523648 0.000402245 0.000689338 0.00199605
internal_weight=0 1389.12 409.404 280.095 114.578 66.8135 165.517 979.716 934.519 759.006 182.879
internal_count=4780 774 180 150 64 47 86 594 579 465 97
is_linear=0
shrinkage=0.06


Tree=707
num_leaves=12
num_cat=0
split_feature=87 109 20 36 37 109 14 80 22 108 19
split_gain=0.0249078 0.0809946 0.0447875 0.0392256 0.0701462 0.0618347 0.105162 0.109492 0.0556179 0.115775 0.171884
threshold=0.052634395658969886 0.01884530205279589 0.00070876078098081063 0.00747153488919139 0.0012745757703669371 0.0021592099219560628 0.0063990866765379914 0.0036604277556762104 0.0017376682371832433 0.017724351026117805 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 -5 7 -7 -1 -10 -11
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12
leaf_value=6.0307319446985998e-05 -0.0018400968906769721 0.001835456466925891 0.00069220534794449786 -0.00015433384554599185 0.0005397397948622508 -0.0048198641214071474 -0.00039569742647922284 -0.00053840986222631476 -0.00018245174468575282 -0.0055291658526992879 -0.00042236054790771767
leaf_weight=8117.441967010498 49.58746349811554 103.36596131324768 51.007164001464844 176.864710688591 158.89478504657745 56.476909160614014 103.5653076171875 34.724352359771729 607.74908876419067 38.506983518600464 61.815375208854675
leaf_count=3977 26 30 17 110 96 44 63 22 332 30 33
internal_value=0 0.000655938 -0.000556076 -1.42994e-05 -0.000515379 -0.000966506 -0.00170403 -0.00318973 1.58219e-05 -0.000494166 -0.00238252
internal_weight=0 203.961 100.595 9356.04 530.526 371.631 194.767 91.2013 8825.51 708.071 100.322
internal_count=4780 73 43 4707 335 239 129 66 4372 395 63
is_linear=0
shrinkage=0.06


Tree=708
num_leaves=12
num_cat=0
split_feature=49 125 29 107 142 99 0 145 93 101 29
split_gain=0.026206 0.0650468 0.095991 0.0951168 0.0751813 0.0703133 0.0693798 0.0570222 0.0426481 0.04151 0.0374443
threshold=0.0012745757703669371 0.00075379351619631063 0.0023699469165876512 0.0035485138650983576 0.0017376682371832433 0.0068083447404205808 0.0098710241727530974 0.004017772153019906 0.0011261500185355546 0.00085274505545385193 0.0087224207818508166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 9 -4 6 8 7 -3 -6 -2 -1
right_child=1 4 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00012813101185820972 0.00059015237444352256 0.0005423228935559633 0.0035384647200497063 0.00022139143073912615 -0.00034424567661804097 0.00062625838197961881 -0.00087309020772927777 0.0027886090533235882 -0.002090104861470743 -0.00204833228848096 0.00012612837009502199
leaf_weight=5377.5389505624771 70.80033802986145 104.84887373447418 79.989502429962158 50.939096808433533 92.552894830703735 103.63337481021881 66.205755829811096 66.47802460193634 110.52282047271729 30.805586814880371 3405.6848492622375
leaf_count=2805 40 64 32 22 62 58 44 24 76 24 1529
internal_value=0 0.000334042 0.00117402 0.00224792 -2.48499e-05 -0.000645445 0.000776481 0.00141392 -0.00129442 -0.000209802 -2.95422e-05
internal_weight=0 776.776 232.535 130.929 544.242 306.709 237.533 171.327 203.076 101.606 8783.22
internal_count=4780 446 118 54 328 196 132 88 138 64 4334
is_linear=0
shrinkage=0.06


Tree=709
num_leaves=12
num_cat=0
split_feature=25 94 23 67 38 38 79 72 28 25 108
split_gain=0.0248505 0.116648 0.179037 0.184625 0.210041 0.217989 0.16466 0.14025 0.143107 0.139539 0.139314
threshold=0.0020292587578296666 0.00066645268816500913 0.045367386192083366 0.0023699469165876512 0.0011261500185355546 0.0005893622583243997 0.00055427959887310873 0.00082683752407319855 0.001792412775103003 0.014293605927377941 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 8 -8 -6 -3
right_child=1 6 -4 -5 9 -7 7 -9 -10 -11 -12
leaf_value=-8.0636764251555275e-05 0.0013453076932270834 0.001021384784093423 -0.002221024638238386 -0.0013025544021468426 0.00066650864371917292 0.0046634621137891978 0.0020470228345392848 -5.6996959296604021e-05 -0.0013815082812265497 -0.0037244225323480118 -0.0021699730267960809
leaf_weight=5640.6456348896027 473.44626152515411 63.774757981300354 67.557389140129089 107.95568823814392 67.693523526191711 83.908267974853516 221.25469779968262 2520.6369264125824 54.653660774230957 42.35768187046051 216.11557805538177
leaf_count=2583 240 32 40 74 30 30 89 1461 35 33 133
internal_value=0 0.000116051 0.000741388 0.000999503 0.00137187 0.00184485 -5.52867e-05 8.35818e-05 0.00136788 -0.00102352 -0.0014428
internal_weight=0 3919.35 842.919 775.361 667.406 557.355 3076.44 2796.55 275.908 110.051 279.89
internal_count=4780 2197 447 407 333 270 1750 1585 124 63 165
is_linear=0
shrinkage=0.06


Tree=710
num_leaves=12
num_cat=0
split_feature=150 129 149 138 146 124 60 46 75 115 2
split_gain=0.0246057 0.104303 0.1501 0.201024 0.142323 0.0899199 0.11675 0.188578 0.107481 0.099042 0.0918826
threshold=0.0053125319536775359 0.0053125319536775359 0.0019071503775194289 0.0014881226234138014 0.0046923852059990176 0.0018488886416889729 0.0017376682371832433 0.00244467705488205 0.0048403022810816774 0.0054799309000372895 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 10 7 -7 -9 -8 -2
right_child=1 2 3 -5 -6 6 9 8 -10 -11 -12
leaf_value=-6.2370948527336605e-05 0.00030100880430668914 -0.00083682040266846319 0.001321104392695355 -0.00046193249329126566 0.0051225053926866734 0.0012762288133760947 -0.0011044571519509114 -0.0025494748019690766 0.00074143827942177042 -0.0043683371588843908 -0.0015255368587161063
leaf_weight=6733.1500364542007 1885.2230522632599 92.689029216766357 65.802207946777344 75.326853036880493 76.882687926292419 184.5028954744339 131.26407992839813 113.4302886724472 52.154595732688904 44.924814105033875 104.64952743053436
leaf_count=3563 779 52 26 41 22 73 77 53 28 35 31
internal_value=0 0.000148559 0.00118572 0.00204561 0.00336941 2.04874e-05 -0.000676968 -4.29902e-05 -0.00151293 -0.00193668 0.000204949
internal_weight=0 2826.85 310.701 218.012 142.685 2516.15 526.277 350.088 165.585 176.189 1989.87
internal_count=4780 1217 141 89 48 1076 266 154 81 112 810
is_linear=0
shrinkage=0.06


Tree=711
num_leaves=12
num_cat=0
split_feature=141 57 131 118 61 143 104 54 24 149 75
split_gain=0.0263908 0.138678 0.088022 0.119344 0.14801 0.15621 0.150863 0.249937 0.139466 0.1187 0.106002
threshold=0.00046126570669002836 0.00070876078098081063 0.00017767510871635753 0.0046923852059990176 0.00075379351619631063 0.0070226341485977182 0.0092791137285530585 0.00087947337306104611 0.0026012937305495147 0.000490355829242617 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -6 -1 -10
right_child=-2 -3 -4 -5 8 -7 -8 -9 10 -11 -12
leaf_value=-0.0038458263518870222 4.4284304277319939e-05 0.0026541132012153075 -0.00083665731586873068 0.0020404815858986163 0.0010073432018118604 0.0014580225661243991 0.00027001622576795314 -0.0075651884685764142 7.5173810416793277e-05 0.00032078160035825342 -0.0036896143667684198
leaf_weight=48.235830187797546 7984.4032847881317 58.03274405002594 687.40311050415039 98.635244727134705 365.49542856216431 55.465611815452576 63.303142905235291 35.9398512840271 68.437407374382019 50.263280153274536 44.3851318359375
leaf_count=30 4078 25 341 44 118 23 19 28 23 24 27
internal_value=0 -0.000224413 -0.00033449 8.13235e-05 -0.00018284 -0.00135585 -0.00214513 -0.00328234 0.000438119 -0.00171964 -0.00140592
internal_weight=0 1575.6 1517.56 830.161 731.526 253.208 197.742 134.439 478.318 98.4991 112.823
internal_count=4780 702 677 336 292 124 101 82 168 54 50
is_linear=0
shrinkage=0.06


Tree=712
num_leaves=12
num_cat=0
split_feature=17 38 95 96 22 77 93 25 50 4 38
split_gain=0.0252794 0.0790712 0.122974 0.116879 0.180885 0.151479 0.142078 0.1163 0.122608 0.1464 0.109745
threshold=0.0025217677466571335 0.000490355829242617 0.011169348377734424 0.0023699469165876512 0.00099512818269431613 0.004017772153019906 0.0020292587578296666 0.00052132029668428015 0.028884131461381916 0.00068727668258361529 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -5 9 -9 -11
right_child=1 2 -4 7 -6 -7 -8 8 -10 10 -12
leaf_value=-5.9972055150989096e-05 0.00040456823018346236 0.00093773648387937059 -0.0019728881645070051 -0.0038863812621135092 -0.0015109912236325842 -0.00053260232514960165 0.0042917762900249864 0.0019530434517366748 0.0015102244608569679 -0.002832589959661258 -0.00037673165020444654
leaf_weight=6938.4865349531174 1684.1505105495453 93.500980257987976 133.01926112174988 36.615667939186096 90.053829789161682 82.352433085441589 88.50285017490387 52.8304123878479 96.811996340751648 121.39909887313843 142.2764927148819
leaf_count=3392 875 40 91 26 55 49 26 26 35 87 78
internal_value=0 0.000158731 -0.000282962 -3.48901e-06 0.000811439 0.00160258 0.0025687 -0.000645403 -0.000358286 -0.000929821 -0.00150744
internal_weight=0 2621.51 937.363 804.344 354.41 264.356 182.004 449.934 413.318 316.506 263.676
internal_count=4780 1388 513 422 170 115 66 252 226 191 165
is_linear=0
shrinkage=0.06


Tree=713
num_leaves=12
num_cat=0
split_feature=117 29 74 140 50 85 105 0 93 143 129
split_gain=0.0255558 0.0938483 0.111969 0.0879117 0.215675 0.12445 0.0975 0.08133 0.0727658 0.0700064 0.102592
threshold=0.00062670491752214741 0.0068083447404205808 0.0005375427135732026 0.00244467705488205 0.0038949446752667431 0.0010585968848317864 0.0060143163427710542 0.0034400182776153092 0.00040826165059115743 0.00085274505545385193 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 6 5 7 9 -5 -3 -1 -11
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00035010508958986588 -3.3409273751831362e-05 -0.0035736874246529225 0.0017230653054104642 0.0018464768326299052 -0.0018217623507175082 -0.00016147651620592051 0.0027720021582361715 0.0043948652510063168 -0.00013474762445559626 -0.0028826729627714461 2.8514875095482025e-05
leaf_weight=323.87191998958588 8566.4275498390198 59.18017578125 34.116602897644043 110.39154136180878 63.167008519172668 64.990256905555725 43.777382373809814 76.206871271133423 35.400169014930725 71.94776976108551 110.52282047271729
leaf_count=174 4251 36 19 38 29 38 24 24 20 51 76
internal_value=0 0.00028805 -0.00122362 0.000512992 0.00131272 0.0020997 5.5424e-05 0.00288724 -0.00228654 -0.000179446 -0.00111936
internal_weight=0 993.573 128.697 864.876 314.756 251.589 550.12 186.598 94.5803 506.343 182.471
internal_count=4780 529 75 454 129 100 325 62 56 301 127
is_linear=0
shrinkage=0.06


Tree=714
num_leaves=12
num_cat=0
split_feature=56 12 76 12 91 105 110 58 96 87 102
split_gain=0.0255852 0.13229 0.105332 0.0654011 0.0813234 0.100921 0.078535 0.0839029 0.0628772 0.238519 0.140047
threshold=0.00080172589514404546 0.00017767510871635753 0.000490355829242617 0.0062037324532866487 0.0022272822679951791 0.0092791137285530585 0.0021592099219560628 0.0013560238294303419 0.0079489401541650313 0.0020292587578296666 0.010829726699739696
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 -3 7 -6 -1 10 -10
right_child=1 3 -4 -5 6 -7 -8 -9 9 -11 -12
leaf_value=2.0996342077944337e-05 0.0034540783471720482 -0.0019157840225793356 -9.4260479000947409e-05 0.0005868634638393341 0.00085890333482149686 0.0013849677875190131 0.00080957697959651426 -0.0014658885037494712 -0.00022613507843827595 -0.0022205241704286918 0.0027673662692701897
leaf_weight=7237.7762076854706 78.030119657516479 174.7691935300827 49.047781229019165 490.66744804382324 84.987632513046265 41.21025013923645 269.35439360141754 163.21709847450256 687.67052400112152 221.99372637271881 61.275692939758301
leaf_count=3466 33 121 18 309 46 22 129 112 369 130 25
internal_value=0 0.000241925 0.00208454 5.06539e-05 -0.000308019 -0.00128598 0.000100088 -0.000669858 -3.98247e-05 -0.000493209 1.87809e-05
internal_weight=0 1351.28 127.078 1224.21 733.539 215.979 517.559 248.205 8208.72 970.94 748.946
internal_count=4780 790 51 739 430 143 287 158 3990 524 394
is_linear=0
shrinkage=0.06


Tree=715
num_leaves=12
num_cat=0
split_feature=77 59 51 147 113 114 5 106 33 13 19
split_gain=0.026226 0.129669 0.146387 0.125724 0.138088 0.121164 0.114706 0.132606 0.13527 0.112778 0.0999545
threshold=0.007706565549597145 0.0098710241727530974 0.0079489401541650313 0.0033348383149132137 0.00093549740267917525 0.0033348383149132137 0.014740333426743748 0.0072436286136507997 0.00066645268816500913 0.00044738779251929378 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 8 -2 10 -9
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-4.9922633333771678e-05 0.0003252206502688728 -0.00078573008207677875 0.0034470624711456952 -0.0038094253058069249 0.0024542327242068384 0.00068220802147978378 0.0026569181975947473 -0.00029149350689153583 -0.0011423249884973169 -0.00059982732498024057 0.0028689850976613752
leaf_weight=7633.595897436142 522.42112028598785 385.88664150238037 95.460363030433655 32.089152932167053 91.609664678573608 66.273823022842407 63.167008519172668 48.979714035987854 398.65423548221588 85.663449168205261 136.19899809360504
leaf_count=3691 311 240 39 25 36 39 29 23 255 44 48
internal_value=0 0.000197824 0.000444196 0.00167066 0.000778021 -0.000783107 0.000165273 3.32253e-05 -0.000309954 0.0012003 0.00203304
internal_weight=0 1926.4 1540.52 285.433 189.973 98.363 1255.08 1191.92 921.075 270.842 185.179
internal_count=4780 1089 849 139 100 64 710 681 566 115 71
is_linear=0
shrinkage=0.06


Tree=716
num_leaves=12
num_cat=0
split_feature=122 80 127 91 53 65 108 127 87 118 95
split_gain=0.0241379 0.19165 0.0878655 0.135437 0.218717 0.106714 0.126698 0.098362 0.104569 0.0981048 0.120912
threshold=0.00017767510871635753 0.052634395658969886 0.0012745757703669371 0.00099512818269431613 0.0095705352723598498 0.00043393640953581786 0.0098710241727530974 0.017188700847327713 0.00055427959887310873 0.010829726699739696 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 8 -5 10 -7
right_child=1 -3 3 5 -6 9 -8 -9 -10 -11 -12
leaf_value=-6.3881435064082898e-05 0.00028472468646042884 0.0038616649248482066 -0.00055224155698724048 0.0016719601646518485 -0.004636349033829118 -0.0016072672769475039 0.0032641126908465397 0.0026058461181838054 -0.0023332205859561777 0.0020457137725894315 0.0011296473890359921
leaf_weight=6597.8504776954651 2099.9092192649841 49.047781229019165 176.93277788162231 36.751802325248718 64.38250744342804 239.96365201473236 67.761590719223022 40.670567870140076 64.922189712524414 45.129015684127808 76.678486347198486
leaf_count=3306 1017 18 105 16 35 144 25 14 43 20 37
internal_value=0 0.000142289 7.96656e-05 -0.000449859 -0.00164187 5.31363e-05 0.00112863 0.000112059 -0.00088548 -0.00057148 -0.000944492
internal_weight=0 2962.15 2913.1 813.193 241.315 571.877 210.106 142.345 101.674 361.771 316.642
internal_count=4780 1474 1456 439 140 299 98 73 59 201 181
is_linear=0
shrinkage=0.06


Tree=717
num_leaves=12
num_cat=0
split_feature=26 108 44 100 10 146 138 140 24 106 23
split_gain=0.0254749 0.0294786 0.0830055 0.167556 0.128148 0.0848847 0.101938 0.0797256 0.0615414 0.0608506 0.0709041
threshold=0.020658296532928947 0.0005375427135732026 0.0010918468469753864 0.0021592099219560628 0.0051502294372767219 0.0041444667149335155 0.00073092587990686308 0.00899649551138282 0.0035485138650983576 0.0030382014811038975 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 8 -7 -4 9 10 -1
right_child=-2 -3 4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00057768483298272844 0.0011075782198343119 -4.1762514265739677e-05 -0.00078483087553754788 0.0032749941106338444 -0.0035541753969827671 -0.0033204889457605627 0.00045844274834476857 0.0018199171934681392 0.0025085012381557904 0.0026745203720601389 -0.0016447362250511012
leaf_weight=263.06784212589264 74.179421305656433 8639.6637409925461 133.69507777690887 79.245618581771851 43.709315180778503 46.208380222320557 57.896609663963318 61.883442401885986 58.03274405002594 38.103435635566711 64.314440250396729
leaf_count=162 30 4255 89 39 29 36 35 28 25 12 40
internal_value=0 -8.6613e-06 0.000329318 0.000702475 -0.000617064 0.000316099 -0.00121889 3.93434e-05 0.000693414 0.00040521 0.000141089
internal_weight=0 9485.82 846.157 606.869 239.288 527.623 104.105 195.579 423.518 365.486 327.382
internal_count=4780 4750 495 349 146 310 71 117 239 214 202
is_linear=0
shrinkage=0.06


Tree=718
num_leaves=12
num_cat=0
split_feature=22 17 17 55 34 21 107 53 0 92 101
split_gain=0.0244199 0.0714302 0.0293488 0.0864482 0.134772 0.181998 0.125889 0.257455 0.165247 0.177134 0.213563
threshold=0.010180860292166473 0.0012357163941487672 0.0025217677466571335 0.00017767510871635753 0.0035485138650983576 0.00017767510871635753 0.0012357163941487672 0.0028552538715302949 0.0010918468469753864 0.00099512818269431613 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7 -8 -10 -11
right_child=1 -3 3 -5 -6 6 8 -9 9 10 -12
leaf_value=-7.3698000728230625e-05 0.0028502778459781656 -0.00067047168520215268 -0.00092670639985301269 0.00090894292872981076 -0.00034235655201887596 0.00048115458361969052 -0.0011937362067379127 0.0049211357024864216 0.0047409797464115899 -0.0027548423794623725 0.0019441298984077808
leaf_weight=6888.8310042619705 39.994751214981079 43.101565718650818 190.98393797874451 460.20219719409943 1399.7968714237213 104.91694092750549 125.11851811408997 85.191834092140198 48.440031766891479 48.235830187797546 125.18658530712128
leaf_count=3371 16 26 121 260 752 59 52 31 15 30 47
internal_value=0 0.00102409 -8.97949e-06 0.000163286 2.01974e-06 0.000664119 0.0012298 0.00247081 0.000549862 0.00153316 0.000637155
internal_weight=0 83.0963 9476.9 2588.07 2127.87 728.074 537.09 190.109 346.981 221.862 173.422
internal_count=4780 42 4738 1367 1107 355 234 90 144 92 77
is_linear=0
shrinkage=0.06


Tree=719
num_leaves=12
num_cat=0
split_feature=141 57 140 75 135 82 102 104 133 102 108
split_gain=0.024644 0.120536 0.0876538 0.258562 0.0992162 0.200391 0.140693 0.0903623 0.109738 0.15034 0.257885
threshold=0.00046126570669002836 0.00070876078098081063 0.00899649551138282 0.00093549740267917525 0.00017767510871635753 0.0010918468469753864 0.00052132029668428015 0.01884530205279589 0.010829726699739696 0.0056525857653468856 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -6 8 9 10 -1
right_child=-2 -3 3 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00050907711611983784 4.2793620019972371e-05 0.002466780799480278 4.8628890982332119e-05 -0.0031722743379978308 -0.0016342733027876262 -0.0035717103758856643 0.0016263129574305057 0.0010168360239833976 0.0016324736600168079 0.00096996820750725442 -0.0044210677598569394
leaf_weight=314.00693893432617 7984.4032847881317 58.03274405002594 187.20616209506989 136.39834439754486 67.017706871032715 77.962052464485168 164.7777886390686 255.91583824157715 88.906398057937622 150.18209099769592 75.190718650817871
leaf_count=184 4078 25 65 81 32 38 45 68 44 69 51
internal_value=0 -0.000216858 -0.000319483 -0.000858265 -0.000223154 -0.00101579 0.000683598 6.64516e-05 -0.000320662 -0.000642599 -0.00126485
internal_weight=0 1575.6 1517.56 633.362 496.964 265.168 231.795 884.202 628.286 539.38 389.198
internal_count=4780 702 677 261 180 103 77 416 348 304 235
is_linear=0
shrinkage=0.06


Tree=720
num_leaves=12
num_cat=0
split_feature=44 44 37 143 40 78 0 30 46 87 68
split_gain=0.0251086 0.107269 0.139924 0.139397 0.262168 0.179965 0.126662 0.108405 0.126382 0.100296 0.0969471
threshold=0.00044738779251929378 0.00073092587990686308 0.00050559637020342063 0.016668972559273246 0.0027679565828293566 0.010500331409275534 0.0010918468469753864 0.00017767510871635753 0.0028552538715302949 0.00080172589514404546 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 -6 9 -2 -9 -4 -1
right_child=1 -3 6 -5 5 -7 -8 8 -10 -11 -12
leaf_value=8.1825582013991441e-05 0.0037532517048514038 -2.1580708969288736e-05 -0.00052387617874539234 0.0040774346531833351 -0.0052139463921670398 0.00050215390693674421 -0.0012030051501850285 0.0021281751780729196 -0.0016885118743368598 0.0033706861012553096 -0.00090696557658223815
leaf_weight=1221.303403377533 83.30051851272583 7176.4908041954041 45.668697953224182 63.842825174331665 34.656285166740417 46.344514608383179 178.14827680587769 112.95867359638214 43.169632911682129 49.723597884178162 504.39283800125122
leaf_count=714 27 3537 28 27 27 26 111 40 21 16 206
internal_value=0 4.56369e-05 0.000778955 0.00151726 0.00100717 -0.00194349 -0.000258226 0.0020054 0.00107286 0.00150618 -0.000207182
internal_weight=0 7834.3 657.813 384.272 320.43 81.0008 273.541 239.429 156.128 95.3923 1725.7
internal_count=4780 3860 323 168 141 53 155 88 61 44 920
is_linear=0
shrinkage=0.06


Tree=721
num_leaves=12
num_cat=0
split_feature=49 49 68 53 7 114 101 8 107 115 62
split_gain=0.0241253 0.060393 0.156161 0.101683 0.0743535 0.117892 0.103939 0.103916 0.0952617 0.0707358 0.067099
threshold=0.0012745757703669371 0.000490355829242617 0.019431582652032379 0.013032016810029747 0.0015833032084628942 0.0019071503775194289 0.0019071503775194289 0.0048403022810816774 0.0051502294372767219 0.0054799309000372895 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 9 -6 -7 -3 -8
right_child=-2 2 -4 -5 5 8 10 -9 -10 -11 -12
leaf_value=1.7213098610078188e-05 0.000320506799200033 -0.004532846532707361 -0.0031463848659248877 -0.0022556601979899812 0.0043974355010271988 -0.00070326693134097203 -0.0017047267693212022 0.00058924693983919169 0.0029669016756948934 -0.00099869314013856063 0.0012318529592642324
leaf_weight=8103.7311428785324 776.77626836299896 34.656285166740417 75.394920229911804 79.109484195709229 46.480648994445801 179.83539080619812 41.749932408332825 57.964676856994629 29.658155083656311 49.519396305084229 85.123766899108887
leaf_count=3936 446 27 36 49 16 130 30 30 13 31 36
internal_value=0 -2.83452e-05 -0.00057168 -0.000250342 5.18357e-05 0.000637295 -0.000819043 0.00228398 -0.000183678 -0.00245375 0.000265522
internal_weight=0 8783.22 679.493 604.098 524.988 313.939 211.049 104.445 209.494 84.1757 126.874
internal_count=4780 4334 398 362 313 189 124 46 143 58 66
is_linear=0
shrinkage=0.06


Tree=722
num_leaves=12
num_cat=0
split_feature=90 77 106 108 13 98 46 60 42 3 147
split_gain=0.023447 0.0246975 0.158974 0.169981 0.129129 0.157738 0.123455 0.123948 0.0987641 0.153073 0.14803
threshold=0.0070226341485977182 0.007706565549597145 0.0063990866765379914 0.007706565549597145 0.00017767510871635753 0.00017767510871635753 0.0081988852471113222 0.00039601318712811922 0.0013560238294303419 0.0011980500421486797 0.0033348383149132137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -4 7 -7 10 -10 -3
right_child=-2 2 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-5.6045996132320005e-05 0.0012016549869909806 0.0018880463595933707 -0.0014471450418661303 -0.0015985411782317833 -0.00028607629763286466 0.004443757775245586 0.00050656261241791012 0.0012177402957004829 -0.0023797861454705341 0.00011825114631807069 4.4090020331767119e-05
leaf_weight=7580.6293506622314 58.100811243057251 220.84629464149475 45.060948491096497 236.044886469841 152.68115603923798 116.94550633430481 85.799583554267883 67.693523526191711 119.71198487281799 336.63951396942139 539.84650838375092
leaf_count=3675 20 119 25 146 76 33 34 30 68 189 365
internal_value=0 -7.3477e-06 0.000184798 -0.000125002 0.00114632 0.00183951 0.00238714 0.00326101 0.00016079 -0.000537044 0.000579432
internal_weight=0 9501.9 1921.27 1453.09 468.181 315.5 270.439 184.639 1217.04 456.351 760.693
internal_count=4780 4760 1085 887 198 122 97 63 741 257 484
is_linear=0
shrinkage=0.06


Tree=723
num_leaves=12
num_cat=0
split_feature=104 104 12 28 96 12 75 106 85 9 141
split_gain=0.0245446 0.115492 0.169989 0.135447 0.190794 0.114962 0.131834 0.110976 0.289495 0.134736 0.209984
threshold=0.015200819820165636 0.01884530205279589 0.0025217677466571335 0.0012357163941487672 0.0012357163941487672 0.002945306478068233 0.0048403022810816774 0.0084566329605877417 0.0022272822679951791 0.000490355829242617 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 -7 8 9 10 -3
right_child=1 5 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-4.7953681940702881e-05 0.0029592066602169326 -0.00042749348333384369 -0.001093425119464495 0.0038219873222448131 -0.00069699681425717283 0.001868038775896625 -0.00080874488135941071 9.6327441966406901e-05 -0.0049719147848121181 0.00080747603924826925 -0.0052696427682826967
leaf_weight=7655.3728239536285 95.664564609527588 134.30768251419067 94.716479182243347 86.611534595489502 110.99929082393646 204.84060704708099 97.891360878944397 815.77914333343506 59.855992436408997 161.53483974933624 42.425749063491821
leaf_count=4140 24 44 46 22 41 56 51 249 34 45 28
internal_value=0 0.000192743 0.00111649 0.0018302 0.000995457 -4.35732e-05 0.00100247 -0.000304444 -0.00112565 -0.000445057 -0.00158988
internal_weight=0 1904.63 387.992 293.275 206.664 1516.64 302.732 1213.9 398.124 338.268 176.733
internal_count=4780 640 133 87 65 507 107 400 151 117 72
is_linear=0
shrinkage=0.06


Tree=724
num_leaves=12
num_cat=0
split_feature=56 94 32 115 104 44 78 69 140 43 108
split_gain=0.0236885 0.0766379 0.13073 0.0761903 0.0845603 0.0800188 0.0865704 0.070313 0.164228 0.102419 0.0999835
threshold=0.00080172589514404546 0.00017767510871635753 0.0013986918493174019 0.031632266007363803 0.0042751494329422721 0.0028552538715302949 0.0036604277556762104 0.014293605927377941 0.013860232196748258 0.0056525857653468856 0.0038949446752667431
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -7 -1 10 -10 -9
right_child=1 3 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=1.5180127879616806e-07 0.0032172455566656737 -0.00073713609405111975 -0.00087703223713760277 0.00037678212468981624 0.0033064680648906418 0.0011900170714494104 -0.00023315769968675697 0.0013297816988150747 -0.0013884296197865748 -0.0050028132307305597 -0.0010780146524252718
leaf_weight=7832.7577024698257 74.85523796081543 421.21874332427979 44.924814105033875 113.69770216941833 51.546846270561218 253.47998511791229 391.56058824062347 117.21291983127594 84.311815857887268 42.425749063491821 132.00796377658844
leaf_count=3783 28 265 35 81 25 104 252 61 48 28 70
internal_value=0 0.000232785 0.00168164 9.18648e-05 0.00129068 -9.39222e-05 0.000326104 -3.83201e-05 -0.000839848 -0.00259835 5.44139e-05
internal_weight=0 1351.28 119.78 1231.5 165.245 1066.26 645.041 8208.72 375.958 126.738 249.221
internal_count=4780 790 63 727 106 621 356 3990 207 76 131
is_linear=0
shrinkage=0.06


Tree=725
num_leaves=12
num_cat=0
split_feature=3 108 25 73 107 94 133 63 104 31 91
split_gain=0.022927 0.103466 0.0832618 0.0939751 0.265194 0.121323 0.165651 0.122868 0.115382 0.0843031 0.143667
threshold=0.00096484774257987748 0.044033329933881767 0.044033329933881767 0.007706565549597145 0.0092791137285530585 0.0028552538715302949 0.0022272822679951791 0.0011615398107096555 0.0013146653072908523 0.01884530205279589 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 7 -7 -5 -8 -1 -11
right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12
leaf_value=-4.8383104447319934e-05 0.00018913654399863524 -0.0017975923876710526 -0.0018226743126722484 0.0024869295891463503 0.004874519737727471 0.0016197275125588808 -0.0011456081689258965 -0.00037529036376841672 -0.0063365348092366842 -0.002934668736510786 -6.0497409291285448e-05
leaf_weight=5582.005141377449 3148.6556595563889 97.283611416816711 95.727776527404785 107.14859247207642 51.68298065662384 38.711185097694397 36.007918477058411 108.83570647239685 26.954888463020325 100.25429153442383 166.73231613636017
leaf_count=2555 1781 48 67 38 15 15 23 57 21 68 92
internal_value=0 0.000129593 -6.66211e-05 -3.95876e-05 0.000888625 0.00024012 -0.00146891 0.00104464 -0.00336789 -9.82006e-05 -0.00113976
internal_weight=0 3245.94 6314.06 6218.33 369.341 317.658 101.674 215.984 62.9628 5848.99 266.987
internal_count=4780 1829 2951 2884 169 154 59 95 44 2715 160
is_linear=0
shrinkage=0.06


Tree=726
num_leaves=12
num_cat=0
split_feature=26 26 146 125 92 63 79 76 125 52 108
split_gain=0.0229661 0.0278059 0.0345852 0.143831 0.076052 0.0486675 0.0364517 0.141204 0.193957 0.234897 0.166888
threshold=0.020658296532928947 0.012636432424187662 0.044033329933881767 0.012252715881913902 0.00099512818269431613 0.0038949446752667431 0.00017767510871635753 0.00040826165059115743 0.00062670491752214741 0.00899649551138282 0.0011615398107096555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 10 9 -9 -1
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.00028206452878801571 0.0010516273694184185 -0.0013039738959451312 0.0027335678700886831 -0.0023166575838011881 0.0016608417249027439 -0.0011672423347356285 4.180408732059928e-05 0.00019250436369267114 -0.0025057961782847206 0.0031590332787184445 -0.0011792502492138973
leaf_weight=446.89492094516754 74.179421305656433 59.248242974281311 89.65028190612793 44.317064642906189 43.845449566841125 43.777382373809814 7363.2059301137924 442.37811648845673 70.260655760765076 122.75558745861053 759.48701465129852
leaf_count=237 30 31 37 32 19 24 3781 140 32 35 382
internal_value=0 -8.22376e-06 -7.96596e-08 0.000740643 0.00150495 0.000247898 -1.7911e-05 -0.000256645 0.000467253 0.000836879 -0.000637917
internal_weight=0 9485.82 9426.57 221.59 177.273 87.6228 9204.98 1841.78 635.394 565.134 1206.38
internal_count=4780 4750 4719 112 80 43 4607 826 207 175 619
is_linear=0
shrinkage=0.06


Tree=727
num_leaves=12
num_cat=0
split_feature=122 105 95 122 7 125 28 17 87 117 144
split_gain=0.023492 0.147526 0.0732202 0.030524 0.106261 0.17728 0.0959202 0.0904079 0.187487 0.259753 0.143849
threshold=0.014740333426743748 0.0036604277556762104 0.00077738583786413084 0.00017767510871635753 0.00093549740267917525 0.012252715881913902 0.00066645268816500913 0.00066645268816500913 0.004017772153019906 0.014293605927377941 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 -5 -9 10 -10
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=-5.9220011809216276e-05 -0.00052392607753459948 0.0014915374927461096 -0.0041679059482141274 0.00087107178325461553 -0.00016092542481466112 0.0012120176116656742 0.0044930710490987073 0.00055998532911606517 -0.0073673861127341944 0.00014588393660246973 -0.0021703071359677043
leaf_weight=6597.8504776954651 37.359551787376404 59.316310167312622 42.35768187046051 581.34359312057495 1533.9635642766953 71.612289071083069 58.100811243057251 390.62221336364746 33.372719049453735 109.03990805149078 45.060948491096497
leaf_count=3306 19 26 33 223 854 28 20 178 26 42 25
internal_value=0 -0.00077423 -0.00246015 1.1426e-05 0.000176531 0.000578072 0.00268166 0.000342731 -0.000188578 -0.00174829 -0.00438161
internal_weight=0 139.034 79.7172 9420.97 2823.12 1289.15 129.713 1159.44 578.096 187.474 78.4337
internal_count=4780 78 52 4702 1396 542 48 494 271 93 51
is_linear=0
shrinkage=0.06


Tree=728
num_leaves=12
num_cat=0
split_feature=1 127 0 50 142 91 44 133 94 35 81
split_gain=0.0241673 0.0896404 0.146929 0.125392 0.148524 0.144979 0.120478 0.149409 0.183972 0.165663 0.155827
threshold=0.0037758676335215573 0.00039601318712811922 0.0038949446752667431 0.037906534969806678 0.013439828064292671 0.0018488886416889729 0.024810968898236755 0.0054799309000372895 0.0048403022810816774 0.0016846025246195497 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 9 10 -4 -9
right_child=1 3 6 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-5.4639648457522789e-05 -0.00093469236041447679 0.0008936115306221648 0.0024735162091282467 0.0005955003936369903 0.0032478903777422357 -0.00058908172269327738 0.0030334214029286632 0.0043690342078182877 -0.00076136988529587374 -0.0020054192612913376 0.00063894102173754706
leaf_weight=7198.5107744932175 541.07171785831451 473.3781943321228 36.819869518280029 224.42957949638367 114.91805636882782 476.28080725669861 58.708560705184937 74.247488498687744 119.036168217659 154.36827003955841 88.230581402778625
leaf_count=3587 275 245 11 94 39 270 23 25 70 95 46
internal_value=0 0.000166558 -0.000238711 0.00050375 0.00149372 0.000149999 0.000469924 0.000151543 0.00103062 -0.00114285 0.00234348
internal_weight=0 2361.49 1072.48 1289.01 339.348 949.659 531.411 472.702 281.514 191.188 162.478
internal_count=4780 1193 545 648 133 515 270 247 141 106 71
is_linear=0
shrinkage=0.06


Tree=729
num_leaves=12
num_cat=0
split_feature=10 112 107 112 91 46 140 114 109 18 108
split_gain=0.0235263 0.0664087 0.281026 0.16003 0.0994864 0.218448 0.179177 0.106254 0.0982616 0.0836076 0.13913
threshold=0.0031340263085439806 0.0062037324532866487 0.048151826485991485 0.0048403022810816774 0.0031340263085439806 0.0028552538715302949 0.013860232196748258 0.00068727668258361529 0.0084566329605877417 0.0015833032084628942 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 9 5 6 -3 -7 -5 -2 -11
right_child=1 2 -4 8 -6 7 -8 -9 -10 10 -12
leaf_value=0.00012369280435073587 1.3241949480962123e-05 -0.0004967270947914738 -0.0027640927293138347 -0.0054398732813748909 0.0020868164056641733 -0.0035073821588009362 0.0028338062849830028 -7.4122412680011606e-06 -0.0010587611854430638 -0.0003770345920550686 -0.0028891511083980522
leaf_weight=3505.6912417411804 4331.4422755241394 98.703311920166016 82.488567471504211 31.481403470039368 193.69205987453461 57.964676856994629 141.5374641418457 67.693523526191711 44.453199028968811 917.97339653968811 86.878948092460632
leaf_count=2044 1894 39 39 22 65 30 37 30 22 508 50
internal_value=0 -7.16232e-05 0.000505309 -0.000140068 0.000987248 0.00040518 0.00146545 -0.00162191 -0.00287511 -0.000101148 -0.000594231
internal_weight=0 6054.31 642.08 5412.23 559.591 365.899 240.241 125.658 75.9346 5336.29 1004.85
internal_count=4780 2736 240 2496 201 136 76 60 44 2452 558
is_linear=0
shrinkage=0.06


Tree=730
num_leaves=12
num_cat=0
split_feature=17 101 117 135 142 85 115 144 8 20 2
split_gain=0.0242095 0.119058 0.107795 0.15094 0.123985 0.101144 0.183314 0.150751 0.129552 0.128697 0.145784
threshold=0.0025217677466571335 0.00096484774257987748 0.019431582652032379 0.00096484774257987748 0.0049928687512874612 0.00060774214216507982 0.00055427959887310873 0.00096484774257987748 0.0011261500185355546 0.0058306583669036635 0.00047558375808876013
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=-5.8689305319193525e-05 0.003189284985777138 0.00044927018243442915 0.0015338700266146422 -0.0046444600077841808 -0.0027540815801286849 0.00075005783247191209 -0.0029810453918196009 0.00027647438559942356 -0.00051217405450795892 0.0032786509480343864 -0.0024070842982466022
leaf_weight=6938.4865349531174 53.574296236038208 1715.1602989435196 50.263280153274536 48.167762994766235 46.952264070510864 265.70304155349731 151.19338834285736 77.286235809326172 93.364845871925354 54.182045698165894 65.666073560714722
leaf_count=3392 19 884 24 35 29 159 90 40 50 22 36
internal_value=0 0.000155336 -0.000400898 -0.00189792 -0.000537085 -0.000114892 -0.000815894 -0.00187915 0.000837385 0.000567688 0.00012442
internal_weight=0 2621.51 906.353 145.383 97.2155 760.97 375.419 228.48 146.939 385.551 331.369
internal_count=4780 1388 504 88 53 416 199 130 69 217 195
is_linear=0
shrinkage=0.06


Tree=731
num_leaves=12
num_cat=0
split_feature=49 112 67 113 121 2 58 18 137 121 133
split_gain=0.0230516 0.0651897 0.0966264 0.0444676 0.0419052 0.0447249 0.105844 0.0654763 0.0386477 0.0825634 0.163167
threshold=0.0012745757703669371 0.0019071503775194289 0.00087947337306104611 0.0084566329605877417 0.00099512818269431613 0.00070876078098081063 0.001792412775103003 0.024810968898236755 0.00017767510871635753 0.0042751494329422721 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 7 -7 -2 -1 10 -10
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=7.1778879759151396e-05 -0.00021405255180572481 0.0029033513362509821 -0.00024179580562424743 -0.0020536912966208892 -0.00057760059686449094 -0.00061481012392489598 0.0031134570125455983 0.0023933094438823399 -0.0010049071023532329 0.00032365694928912432 1.0167844026485586e-06
leaf_weight=5405.6704024076462 263.47139000892639 77.490437388420105 64.38250744342804 34.116602897644043 185.17385685443878 47.628080725669861 64.586709022521973 39.926684021949768 904.46191871166229 852.38510072231293 1620.7063779830933
leaf_count=2549 180 25 35 19 119 27 20 21 500 371 914
internal_value=0 0.000313293 0.00147607 5.34639e-05 0.000173122 0.000507602 0.00153104 0.000129072 -2.77072e-05 -0.000186932 -0.000359284
internal_weight=0 776.776 141.873 634.903 600.787 415.613 112.215 303.398 8783.22 3377.55 2525.17
internal_count=4780 446 60 386 367 248 47 201 4334 1785 1414
is_linear=0
shrinkage=0.06


Tree=732
num_leaves=12
num_cat=0
split_feature=78 118 94 101 104 88 70 91 136 89 56
split_gain=0.023164 0.101247 0.112676 0.200645 0.108665 0.116498 0.0962453 0.148373 0.0920847 0.165894 0.202749
threshold=0.0058306583669036635 0.0066005610860884198 0.0084566329605877417 0.0014881226234138014 0.002945306478068233 0.00039601318712811922 0.0026012937305495147 0.0012745757703669371 0.0013560238294303419 0.0041444667149335155 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -5 -2 10 -10
right_child=8 2 -4 6 -6 -7 -8 -9 9 -11 -12
leaf_value=-6.5788740732307831e-07 8.4615828467148469e-06 -0.0030768245876246735 0.00075706296956047235 0.00043544821232561093 -0.0041968232352810496 0.0013052318275493175 0.0022243604352317238 -0.0041603194307828833 0.0026334235644614543 -0.0024926166039225574 -9.6482753458947986e-05
leaf_weight=5263.5397546291351 3384.967959523201 53.97784411907196 110.86315643787384 88.974465250968933 96.471660375595093 36.683735132217407 51.007164001464844 35.332101821899414 205.24415493011475 45.600630760192871 187.33744120597839
leaf_count=2365 1955 37 51 39 60 21 17 25 74 33 103
internal_value=0 -7.62435e-05 -0.000916808 -0.0014288 -0.0027952 -0.00130374 2.97139e-05 -0.000870823 0.000114408 0.000932843 0.00133073
internal_weight=0 5736.85 473.31 362.447 187.133 90.6616 175.314 124.307 3823.15 438.182 392.582
internal_count=4780 2615 250 199 118 58 81 64 2165 210 177
is_linear=0
shrinkage=0.06


Tree=733
num_leaves=12
num_cat=0
split_feature=123 26 108 101 3 97 101 77 104 128 32
split_gain=0.0227408 0.0831551 0.130939 0.135202 0.0994115 0.0904439 0.11872 0.0974158 0.133247 0.073383 0.161079
threshold=0.0012745757703669371 0.00066645268816500913 0.0087224207818508166 0.010829726699739696 0.00064626874518580746 0.0019071503775194289 0.0013146653072908523 0.0023699469165876512 0.0033348383149132137 0.00017767510871635753 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 9 -6 -7 -8 -9 -2 -11
right_child=1 2 -4 -5 5 6 7 8 -10 10 -12
leaf_value=-4.449158460287428e-05 7.6603791270133669e-05 0.00089894188900339553 -0.0028455756388201512 -0.0030340440468986682 -0.00042183474849923351 -0.00013421998879843854 0.0038773245137875161 -0.00048881020016151714 0.0027977927893438567 0.0029721339743758101 -0.00019331153580758167
leaf_weight=7765.0593236684799 136.06286370754242 149.43820714950562 78.365600347518921 39.858616828918457 603.76225602626801 304.14195787906647 54.789795160293579 98.902658224105835 80.597251892089844 157.54800701141357 91.473530292510986
leaf_count=3801 58 76 56 26 339 194 25 72 35 52 46
internal_value=0 0.000192474 -0.000783045 7.08066e-05 0.000363438 8.23658e-05 0.000647744 0.00166285 0.000986907 0.00119712 0.00180937
internal_weight=0 1794.94 267.662 189.297 1527.28 1142.19 538.432 234.29 179.5 385.084 249.022
internal_count=4780 979 158 102 821 665 326 132 107 156 98
is_linear=0
shrinkage=0.06


Tree=734
num_leaves=12
num_cat=0
split_feature=99 144 93 147 22 50 46 90 10 3 113
split_gain=0.0235048 0.0745915 0.0531099 0.0512601 0.036866 0.0351133 0.0798897 0.154946 0.0918604 0.116768 0.123705
threshold=0.11759182065725328 0.00017767510871635753 0.0014881226234138014 0.0038949446752667431 0.00037263428384903824 0.0038949446752667431 0.00046126570669002836 0.001792412775103003 0.037906534969806678 0.00096484774257987748 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 -1 -7 8 9 -8 -11
right_child=1 3 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=0.00010694106703437972 0.0015645769622438614 -0.0024267188623988377 0.0030485575523307639 0.00050564759555799573 -0.00082185711991435715 0.00059180275802699512 -0.00044658317460198079 -0.0030873952703453613 0.00087476001034065946 0.000518392005329996 -0.0012118909160958259
leaf_weight=4452.8122427463531 58.708560705184937 38.575050711631775 48.440031766891479 48.371964573860168 38.643117904663086 500.6782740354538 2838.9223879575729 66.273823022842407 286.11367559432983 1007.9591591358185 174.50178003311157
leaf_count=2269 23 25 15 20 20 193 1426 39 89 568 93
internal_value=0 0.000595584 0.0014251 -0.000795331 0.000617297 -1.48613e-05 -0.000126128 -0.000208312 -0.000164015 -0.000237922 0.000263045
internal_weight=0 232.739 145.792 86.947 97.3517 9327.26 4874.45 4373.77 4307.5 4021.38 1182.46
internal_count=4780 103 58 45 43 4677 2408 2215 2176 2087 661
is_linear=0
shrinkage=0.06


Tree=735
num_leaves=12
num_cat=0
split_feature=150 129 44 40 88 34 36 53 71 120 32
split_gain=0.0244446 0.0864046 0.131914 0.115663 0.0946928 0.177992 0.122742 0.222942 0.108662 0.170681 0.100263
threshold=0.0053125319536775359 0.0053125319536775359 0.015675474889576439 0.0056525857653468856 0.0012745757703669371 0.0030382014811038975 0.0013986918493174019 0.0095705352723598498 0.010829726699739696 0.00046126570669002836 0.0013986918493174019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 -8 -7 10 -10
right_child=1 2 -4 -5 5 8 7 -9 9 -11 -12
leaf_value=-6.2166483585693544e-05 0.00036443179653320595 0.0027135827406238639 -0.0019634721468607835 0.00020143568870282312 -0.0046139177368723864 0.00033819502458300681 -0.00010398031322974972 -0.0051195885677893993 -0.0043041702145783234 0.00097865815570870882 -0.00075868370935019741
leaf_weight=6733.1500364542007 1824.4238296747208 147.81916034221649 43.709315180778503 119.17230260372162 38.575050711631775 293.81021702289581 134.5750960111618 41.817999601364136 70.80033802986145 63.842825174331665 48.303897380828857
leaf_count=3563 719 52 29 60 25 143 72 25 40 27 25
internal_value=0 0.000148072 0.00109206 0.00159228 3.15058e-05 -0.000693767 0.000218308 -0.00129304 -0.000376583 -0.00152451 -0.00286626
internal_weight=0 2826.85 310.701 266.991 2516.15 515.332 2000.82 176.393 476.757 182.947 119.104
internal_count=4780 1217 141 112 1076 260 816 97 235 92 65
is_linear=0
shrinkage=0.06


Tree=736
num_leaves=12
num_cat=0
split_feature=15 115 93 146 52 73 38 37 108 24 95
split_gain=0.022691 0.0938905 0.0788739 0.101468 0.178025 0.133083 0.218535 0.228502 0.0994778 0.109837 0.172268
threshold=0.0037758676335215573 0.099488973617553725 0.013032016810029747 0.00017767510871635753 0.0070226341485977182 0.0027679565828293566 0.0011261500185355546 0.00017767510871635753 0.0011615398107096555 0.0095705352723598498 0.020658296532928947
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 7 -6 -5 10 -10
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=0.00013350841570879612 -0.00018397098266501421 0.002469788690041969 0.0021320405350984321 0.0020185534344112055 0.0017673480179008292 0.0040821970775194649 0.0040037225716591822 -0.0026187993117124846 -0.0011535410897471619 0.0012457095831206024 0.0021709056252029453
leaf_weight=3097.8429865837097 5242.3852367401123 52.222662925720215 105.93309354782104 61.951509594917297 92.961297988891602 56.141428470611572 58.168878436088562 79.17755138874054 539.5207382440567 111.06735801696777 62.627326250076294
leaf_count=1845 2442 23 32 23 32 21 15 44 246 36 21
internal_value=0 -6.40016e-05 -8.46447e-05 0.000361338 0.000184649 0.0014628 0.000824275 -0.000250119 -0.000287669 -0.000487992 -0.000807777
internal_weight=0 6462.16 6409.93 1167.55 1061.62 286.449 230.308 172.139 775.167 713.215 602.148
internal_count=4780 2935 2912 470 438 112 91 76 326 303 267
is_linear=0
shrinkage=0.06


Tree=737
num_leaves=12
num_cat=0
split_feature=131 43 77 102 116 1 148 115 51 145 146
split_gain=0.0237889 0.130173 0.169215 0.156395 0.162369 0.191802 0.218498 0.285552 0.239851 0.145199 0.1421
threshold=0.00096484774257987748 0.00085274505545385193 0.0026833302108570938 0.0036604277556762104 0.00070876078098081063 0.0044099434744566688 0.00087947337306104611 0.00085274505545385193 0.0013560238294303419 0.0020932231564074759 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -8 -9 -10 -4
right_child=-2 2 10 -5 5 -7 7 8 9 -11 -12
leaf_value=0.0001851369308648167 9.6734630400289843e-05 0.00036223329059161631 -0.0020839419931055034 0.00092500282709974315 -0.0047485986306114092 0.0010749177681738649 -0.00029726553469370544 -0.00031472829609942348 -0.0028271060398758095 -0.0077982437827787236 4.3429999219916433e-06
leaf_weight=2707.4492511749268 4675.7540545463562 514.59329974651337 346.77190852165222 381.6421058177948 64.990256905555725 130.32084977626801 422.23975121974945 54.182045698165894 40.466366291046143 44.317064642906189 177.27311384677887
leaf_count=1412 2377 219 207 123 38 51 190 22 29 32 80
internal_value=0 -9.26054e-05 -0.000438055 -0.000140174 -0.000459987 -0.00101927 -0.00145511 -0.0010737 -0.00343287 -0.00542556 -0.00137752
internal_weight=0 4884.25 2176.8 1652.75 1271.11 756.516 626.195 561.205 138.965 84.7834 524.045
internal_count=4780 2403 991 704 581 362 311 273 83 61 287
is_linear=0
shrinkage=0.06


Tree=738
num_leaves=12
num_cat=0
split_feature=127 122 8 28 107 109 28 59 59 140 137
split_gain=0.0242109 0.0901199 0.12587 0.115792 0.104918 0.0955509 0.0868098 0.0855222 0.0761151 0.0677269 0.0615978
threshold=0.017188700847327713 0.0011261500185355546 0.00017767510871635753 0.00046126570669002836 0.010829726699739696 0.016668972559273246 0.0010918468469753864 0.0044099434744566688 0.00099512818269431613 0.0038949446752667431 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 7 -3 9 -4 -5 -10
right_child=1 6 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-2.4543122157871555e-05 -0.0031444236681995186 0.0034026451188932118 0.0034470715577289718 -0.00039026984538755504 -0.003408289571186792 0.0022756774706886485 -0.00015093824625401185 0.00081891426650714839 -0.00087941998786556115 -0.0034295788575580107 0.0019650240646531441
leaf_weight=8967.5176384449005 41.142182946205139 61.951509594917297 53.574296236038208 60.395674705505371 36.615667939186096 53.574296236038208 41.21025013923645 86.271198630332947 49.58746349811554 46.884196877479553 61.275692939758301
leaf_count=4470 27 23 19 42 26 19 22 47 26 34 25
internal_value=0 0.000371472 3.17012e-05 0.000323265 -0.000410917 3.31932e-05 0.00198309 -0.000587519 0.00159011 -0.00171853 0.000692746
internal_weight=0 592.482 489.321 448.178 283.741 247.125 103.162 193.551 164.437 107.28 110.863
internal_count=4780 310 265 238 168 142 45 123 70 76 51
is_linear=0
shrinkage=0.06


Tree=739
num_leaves=12
num_cat=0
split_feature=150 107 2 43 149 141 112 121 117 63 96
split_gain=0.0237815 0.106727 0.169557 0.139925 0.135651 0.182594 0.168622 0.159006 0.149394 0.191946 0.205592
threshold=0.0053125319536775359 0.0051502294372767219 0.028458753600716594 0.040252277627587325 0.0030382014811038975 0.0011980500421486797 0.0038949446752667431 0.0053125319536775359 0.0015833032084628942 0.00042089859198313212 0.0042751494329422721
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 8 -6 -7 -10 -11
right_child=-2 2 -4 -5 5 6 -8 -9 9 10 -12
leaf_value=0.00019996772773488251 0.00014604937085169377 -0.00064989894134350682 0.0010694220769953188 0.0016280448088034883 -0.0027596460230017369 -0.002371387224816268 -0.0037091590903494203 -0.00020892791449484755 0.0034615094164080623 -0.0010545202728860939 0.0013311058181642071
leaf_weight=3543.8627445697784 2826.8500317335129 1686.1196038722992 235.31071317195892 203.82445442676544 206.38673138618469 71.340020298957825 41.749932408332825 153.35697269439697 71.004539608955383 260.6368442773819 259.55747973918915
leaf_count=2051 1217 778 57 83 133 48 30 74 25 150 134
internal_value=0 -6.13175e-05 -0.00043934 8.96356e-05 2.1586e-05 -0.000572532 -1.07874e-05 -0.00167229 0.000222266 0.000535242 0.000135818
internal_weight=0 6733.15 1921.43 4811.72 4607.9 1064.03 704.289 359.744 662.539 591.199 520.194
internal_count=4780 3563 835 2728 2645 594 387 207 357 309 284
is_linear=0
shrinkage=0.06


Tree=740
num_leaves=12
num_cat=0
split_feature=126 81 72 150 98 61 109 109 12 82 110
split_gain=0.0212723 0.127605 0.10448 0.130527 0.105134 0.114111 0.113854 0.115493 0.0586891 0.0965713 0.0811388
threshold=0.002945306478068233 0.013860232196748258 0.011169348377734424 0.014740333426743748 0.00017767510871635753 0.0054799309000372895 0.0051502294372767219 0.0026012937305495147 0.0033348383149132137 0.0022975050378590827 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 9 -8 -11
right_child=1 -3 -4 -5 6 -7 8 -9 -10 10 -12
leaf_value=3.3464304172744172e-05 0.00057387607456440344 -0.0025537002608612201 -0.0023790136907487222 -0.0019298063351980857 0.001213758421608727 -0.0032214809957797465 0.0015573467288147824 -0.001927244260092069 0.0021274634236739618 0.00065988453297023838 -0.0014851758169479765
leaf_weight=8387.4430456161499 54.925929546356201 79.921435236930847 66.273823022842407 104.58146023750305 66.546091794967651 59.316310167312622 230.10838150978088 114.91805636882782 119.51263856887817 177.68151700496674 98.771379113197327
leaf_count=4392 15 37 39 36 19 26 58 39 35 50 34
internal_value=0 -0.000239374 -7.00916e-05 7.89992e-05 0.00030691 -0.00139673 0.000547924 -0.000775383 0.000931477 0.000649309 -0.000106505
internal_weight=0 1172.56 1092.64 1026.36 921.78 114.242 807.538 181.464 626.074 506.561 276.453
internal_count=4780 388 351 312 276 41 235 58 177 142 84
is_linear=0
shrinkage=0.06


Tree=741
num_leaves=12
num_cat=0
split_feature=44 113 150 7 143 99 141 93 124 23 82
split_gain=0.023161 0.081853 0.184663 0.175487 0.124492 0.135869 0.24873 0.193635 0.265089 0.148388 0.119916
threshold=0.00044738779251929378 0.0070226341485977182 0.0019672545604407792 0.0010918468469753864 0.0014881226234138014 0.00017767510871635753 0.00017767510871635753 0.00068727668258361529 0.0045489775948226461 0.0081988852471113222 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 9 8 -6 -7 -8
right_child=-2 -3 3 -5 5 6 10 -9 -10 -11 -12
leaf_value=-0.00068555436231155609 4.3831153124090543e-05 0.0013874196813431659 -0.0023915271256236678 0.00078251278145517571 0.0037433112391979826 -0.0010593031644341338 -9.8961602993927017e-06 -0.0011367553529429114 -0.00069578782594183609 -0.0070419984129144542 0.003046430642708443
leaf_weight=532.14996695518494 7834.3038268089294 109.64765751361847 244.15468633174896 84.379883050918579 156.87219035625458 33.440786242485046 339.13857901096344 75.394920229911804 70.056454181671143 26.954888463020325 53.506229043006897
leaf_count=311 3860 45 122 43 54 21 196 36 47 21 24
internal_value=0 -0.000198984 -0.000306621 -0.00157632 1.73671e-05 0.000512571 -0.000144785 0.00149764 0.00237289 -0.00372941 0.000406594
internal_weight=0 1725.7 1616.05 328.535 1287.51 755.364 453.04 302.324 226.929 60.3957 392.645
internal_count=4780 920 875 165 710 399 262 137 101 42 220
is_linear=0
shrinkage=0.06


Tree=742
num_leaves=12
num_cat=0
split_feature=36 45 43 131 104 54 58 83 30 142 129
split_gain=0.0222716 0.0941768 0.0970616 0.126182 0.126468 0.268456 0.167305 0.160358 0.113882 0.127338 0.168098
threshold=0.0010918468469753864 0.074787221848964705 0.00099512818269431613 0.0033348383149132137 0.01884530205279589 0.0072436286136507997 0.0031340263085439806 0.013032016810029747 0.0022975050378590827 0.00096484774257987748 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 -4 -7 -8 9 -2 -11
right_child=1 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-5.6256229650174248e-05 -0.00066986561136700212 -0.0029216560030609438 -0.00050257250754125009 0.00052768303344601813 0.0013903428118303978 -0.00057688510463533118 -0.0031256867659889909 -0.0090447249832473348 6.5965498695603594e-05 0.0025216292461854892 0.00038138268384284931
leaf_weight=6940.859176158905 120.99555099010468 35.468236207962036 368.18898463249207 389.06637847423553 75.599121809005737 34.116602897644043 37.291484594345093 29.522020697593689 999.84450399875641 273.47736072540283 255.57064700126648
leaf_count=3313 69 15 206 197 21 19 24 23 640 112 141
internal_value=0 0.000149082 0.000191237 -0.000297596 -0.000887054 -0.00125406 -0.00399545 -0.00574106 0.0004679 0.00108612 0.00148773
internal_weight=0 2619.14 2583.67 933.785 544.718 469.119 100.93 66.8135 1649.89 650.044 529.048
internal_count=4780 1467 1452 490 293 272 66 47 962 322 253
is_linear=0
shrinkage=0.06


Tree=743
num_leaves=12
num_cat=0
split_feature=107 82 121 120 107 34 108 1 51 15 52
split_gain=0.0221294 0.107282 0.201159 0.175984 0.199902 0.220531 0.212875 0.139761 0.13609 0.132052 0.130238
threshold=0.0079489401541650313 0.001792412775103003 0.0042751494329422721 0.00060774214216507982 0.010829726699739696 0.00899649551138282 0.007706565549597145 0.0005375427135732026 0.0049928687512874612 0.023343417793512348 0.002945306478068233
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 7 -6 9 -3 -5
right_child=1 3 -4 10 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.5861911534961898e-05 0.00010003894105669201 3.3644668516538796e-05 0.0018135763117489176 0.0019303969036328259 -0.003696469209360571 -0.00051684142557590804 -0.0059221155891459685 9.4398916876604682e-05 -0.0018808218041245991 0.0032098811800036144 -0.00024929287361002647
leaf_weight=6955.4063210487366 975.48102414608002 99.918810844421387 330.09525954723358 193.69205987453461 64.38250744342804 460.61545562744141 59.18017578125 76.746553540229797 54.113978505134583 89.178666830062866 201.18925499916077
leaf_count=3769 381 45 98 65 35 182 36 32 27 24 86
internal_value=0 0.000149176 0.000533281 -0.000236869 -0.000698395 -0.0012396 -0.00290159 -0.00163498 0.000772315 0.00153156 0.00081986
internal_weight=0 2604.59 1305.58 1299.02 904.136 660.925 200.309 141.129 243.211 189.097 394.881
internal_count=4780 1011 479 532 381 285 103 67 96 69 151
is_linear=0
shrinkage=0.06


Tree=744
num_leaves=12
num_cat=0
split_feature=71 114 96 61 39 141 8 108 51 42 116
split_gain=0.0219336 0.0832781 0.103204 0.113664 0.131161 0.123822 0.103842 0.0936577 0.092906 0.0609961 0.0379462
threshold=0.15819545835256579 0.0054799309000372895 0.0037758676335215573 0.0010263677686452868 0.00040826165059115743 0.0011980500421486797 0.0031340263085439806 0.0051502294372767219 0.0020932231564074759 0.004017772153019906 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 -2 9 -4 -6 -5 -1
right_child=1 -3 7 6 8 -7 -8 -9 -10 -11 -12
leaf_value=-0.00035771986124502543 -0.00028066599783439691 0.0029508724209964836 0.0030188851492753302 -0.0021279652661947398 -0.003114708947029044 0.0030955266982198235 -0.0039000637972715631 -0.00039705920100867499 0.00038126608778137576 0.00071263946515353032 2.2216510261573278e-05
leaf_weight=1075.2539900541306 70.936472415924072 41.346384525299072 74.787170767784119 48.911646842956543 47.56001353263855 87.151216864585876 47.628080725669861 47.088398456573486 64.450574636459351 61.343760132789612 7893.5423592329025
leaf_count=532 30 12 33 28 32 30 27 19 30 20 3987
internal_value=0 0.000353977 0.000158704 -0.000279947 0.000467632 0.00158058 -0.00155886 0.00169909 -0.00110313 -0.000547513 -2.33334e-05
internal_weight=0 591.204 549.857 427.982 270.098 158.088 157.883 121.876 112.011 110.255 8968.8
internal_count=4780 261 249 197 122 60 75 52 62 48 4519
is_linear=0
shrinkage=0.06


Tree=745
num_leaves=12
num_cat=0
split_feature=105 117 29 150 53 133 106 100 0 19 59
split_gain=0.0226184 0.114841 0.226882 0.121758 0.16076 0.165967 0.134513 0.137343 0.11846 0.13525 0.113264
threshold=0.0041444667149335155 0.04673989117145539 0.015675474889576439 0.00099512818269431613 0.0063990866765379914 0.0062037324532866487 0.004017772153019906 0.00099512818269431613 0.024810968898236755 0.002945306478068233 0.0030382014811038975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 10 -8 9 -9 -5
right_child=1 2 -4 6 5 -7 7 8 -10 -11 -12
leaf_value=5.2674786805645855e-05 4.8113070343182659e-05 0.00012079620822161477 -0.0052615903150342019 -0.0010346136309863788 -6.1327331463952982e-05 0.0039815486943940151 -0.0037342469072474634 0.0002990349746552493 0.0014742163098240163 -0.0014688266439975488 0.00058876035015910171
leaf_weight=7210.9525983333588 350.48647248744965 72.151971340179443 46.276447415351868 200.64471745491028 60.531809091567993 92.285481333732605 55.261410236358643 230.77934288978577 85.123766899108887 479.45568895339966 676.05036175251007
leaf_count=3483 220 36 31 126 32 34 38 104 36 275 365
internal_value=0 -0.000161698 -0.0019824 -6.50328e-05 0.000756183 0.00238014 -0.000304318 -0.000841851 -0.000640887 -0.000894389 0.000217227
internal_weight=0 2349.05 118.428 2230.62 503.304 152.817 1727.32 850.62 795.359 710.235 876.695
internal_count=4780 1297 67 1230 286 66 944 453 415 379 491
is_linear=0
shrinkage=0.06


Tree=746
num_leaves=12
num_cat=0
split_feature=86 21 10 95 41 59 72 54 69 46 142
split_gain=0.0222573 0.0879207 0.0940655 0.115827 0.116155 0.0762512 0.0729568 0.0845817 0.0606129 0.0790727 0.0578727
threshold=0.0022975050378590827 0.0056525857653468856 0.017724351026117805 0.0042751494329422721 0.00040826165059115743 0.0056525857653468856 0.0072436286136507997 0.0012745757703669371 0.0063990866765379914 0.0081988852471113222 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -3 7 -2 9 -8 -9
right_child=1 5 -4 4 -6 -7 8 10 -10 -11 -12
leaf_value=-2.8595904528983351e-05 0.00059123097505143672 -0.003217576087716674 0.0035673061652213988 0.0035018478111619594 0.00030000228594477036 3.469754111298133e-05 4.7209323520881236e-05 5.1470108142034112e-05 -0.0010239869908915383 0.0021542021567559225 -0.0027513917561213302
leaf_weight=8710.1966655254364 79.717233657836914 44.3851318359375 34.860486745834351 75.462987422943115 88.770263671875 62.491191864013672 154.83988511562347 37.967301249504089 73.907152533531189 109.44345593452454 87.958312630653381
leaf_count=4267 52 27 12 31 54 31 108 22 50 60 66
internal_value=0 0.000293098 0.000524574 0.00037477 0.00177121 -0.00131595 -4.69428e-05 -0.000938143 0.000494967 0.000919745 -0.00190631
internal_weight=0 849.803 742.927 708.067 164.233 106.876 543.833 205.643 338.19 264.283 125.926
internal_count=4780 513 455 443 85 58 358 140 218 168 88
is_linear=0
shrinkage=0.06


Tree=747
num_leaves=12
num_cat=0
split_feature=117 103 29 19 24 15 93 108 147 116 125
split_gain=0.0217093 0.0783049 0.0895569 0.0876721 0.104894 0.0838576 0.0697083 0.0639987 0.0814307 0.113513 0.0721645
threshold=0.00062670491752214741 0.00066645268816500913 0.0068083447404205808 0.00060774214216507982 0.00017767510871635753 0.099488973617553725 0.0023699469165876512 0.015200819820165636 0.0027679565828293566 0.0019672545604407792 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 9 10 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00043396632386675767 -3.0792543625570686e-05 -0.0023633332087096446 -0.0004207682073530441 0.0010432342082278402 -0.0048462955727063012 0.0027784525063092921 0.0022031116134943849 -0.0018316570728430272 -0.00010248305976973558 0.0034382884086807562 0.0021170249255513828
leaf_weight=110.32347416877747 8566.4275498390198 39.18280017375946 44.453199028968811 42.493816256523132 34.048535704612732 58.844695091247559 72.288105726242065 49.58746349811554 415.27252781391144 64.518641829490662 62.559259057044983
leaf_count=43 4251 28 22 23 24 13 26 26 273 25 26
internal_value=0 0.000265489 0.000373416 -0.00115197 -0.00234025 0.000594877 0.000428984 0.000246363 0.000404242 0.00129063 0.000489134
internal_weight=0 993.573 954.39 120.996 78.5017 833.394 774.549 702.261 652.674 237.401 172.883
internal_count=4780 529 501 69 46 432 419 393 367 94 69
is_linear=0
shrinkage=0.06


Tree=748
num_leaves=12
num_cat=0
split_feature=113 28 79 27 62 38 52 78 150 148 145
split_gain=0.0234913 0.100975 0.118453 0.166829 0.220526 0.140095 0.186525 0.128759 0.127891 0.15045 0.130469
threshold=0.0034400182776153092 0.0026012937305495147 0.00068727668258361529 0.001792412775103003 0.00040826165059115743 0.0013986918493174019 0.0046923852059990176 0.00017767510871635753 0.0068083447404205808 0.0038949446752667431 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -4 -8 -2 10 -10
right_child=1 -3 5 4 -6 -7 7 -9 9 -11 -12
leaf_value=-6.0818061502600375e-05 0.0013864560983849524 0.0010010719973882404 -0.00017749915129422892 0.0050645105962143309 -0.00052330839127195006 0.0009529534160122291 0.0014202667498532673 -0.0023774615593974411 0.00023430237936048154 0.00087900737038195157 -0.0026041065938491618
leaf_weight=6741.2598363161087 233.55067670345306 422.17168402671814 1065.7342002391815 63.303142905235291 42.493816256523132 269.6947295665741 36.819869518280029 252.79931318759918 103.09369254112244 194.90755879878998 134.17154812812805
leaf_count=3539 91 195 469 19 23 104 11 154 50 71 54
internal_value=0 0.000145452 -5.27167e-06 0.000606922 0.00282014 -0.000295922 -0.000544429 -0.00189465 0.000255198 -0.000356146 -0.00137079
internal_weight=0 2818.74 2396.57 771.52 105.797 1625.05 1355.35 289.619 665.723 432.173 237.265
internal_count=4780 1241 1046 308 42 738 634 165 266 175 104
is_linear=0
shrinkage=0.06


Tree=749
num_leaves=12
num_cat=0
split_feature=135 81 100 32 15 21 15 37 7 117 44
split_gain=0.0231225 0.117826 0.113666 0.110828 0.110292 0.139005 0.132369 0.143169 0.192466 0.116557 0.139479
threshold=0.0023699469165876512 0.013860232196748258 0.024810968898236755 0.000490355829242617 0.0098710241727530974 0.00040826165059115743 0.0068083447404205808 0.00017767510871635753 0.001792412775103003 0.014293605927377941 0.024810968898236755
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -7 8 -8 10 -6
right_child=1 -3 3 -5 9 6 7 -9 -10 -11 -12
leaf_value=-5.3735018865000978e-05 0.0016069084799770332 -0.00089696842258740739 -0.002519436948902012 0.00012395083266609238 0.00078424838442963036 0.00013953697501041697 -0.0072885565534194958 -0.00057132666277686468 -0.00041595082997712658 0.0018071380747725742 -0.0020586598588861376
leaf_weight=7179.247572183609 164.30131828784943 326.37098503112793 92.825163602828979 148.35884261131287 475.00695168972015 560.12100803852081 32.089152932167053 126.8056321144104 27.022955656051636 356.37433135509491 71.476154685020447
leaf_count=3668 80 181 42 60 173 305 25 71 16 121 38
internal_value=0 0.00016204 0.00033028 -0.000893417 0.000493051 2.70267e-05 -0.000320913 -0.00170813 -0.00414676 0.000962938 0.000412416
internal_weight=0 2380.75 2054.38 241.184 1813.2 910.34 746.039 185.918 59.1121 902.857 546.483
internal_count=4780 1112 931 102 829 497 417 112 41 332 211
is_linear=0
shrinkage=0.06


Tree=750
num_leaves=12
num_cat=0
split_feature=150 107 93 149 129 114 36 110 30 30 127
split_gain=0.0215312 0.0907923 0.152782 0.189827 0.13469 0.152602 0.201276 0.163899 0.153498 0.144243 0.144815
threshold=0.0053125319536775359 0.0051502294372767219 0.030689206905663017 0.070576477795839324 0.0013146653072908523 0.0011261500185355546 0.0020932231564074759 0.13479631394147876 0.00044738779251929378 0.00096484774257987748 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -3 -7 -10 -11
right_child=-2 4 3 -5 -6 8 -8 -9 9 10 -12
leaf_value=0.00014853670863654032 0.00013896764829392664 -0.00096390207995141483 -0.0026480579828144953 0.0019408333251974025 -0.0012685662316568389 0.0032331181822784988 0.0020264057232016212 0.0019015895181043391 -0.0027155070751047534 -0.00030326369732354479 0.0028491107273849242
leaf_weight=4626.4777953624725 2826.8500317335129 899.47349917888641 143.28779006004333 41.954133987426758 487.49742162227631 82.692769050598145 105.25727689266205 78.098186850547791 47.696147918701172 134.84736478328705 85.867650747299194
leaf_count=2614 1217 390 99 15 256 24 34 28 22 52 29
internal_value=0 -5.83443e-05 8.08845e-05 -0.00160875 -0.000407006 -0.0001141 -0.000466555 -0.000734978 0.000972898 0.000276564 0.000923146
internal_weight=0 6733.15 4811.72 185.242 1921.43 1433.93 1082.83 977.572 351.104 268.411 220.715
internal_count=4780 3563 2728 114 835 579 452 418 127 103 81
is_linear=0
shrinkage=0.06


Tree=751
num_leaves=12
num_cat=0
split_feature=108 44 121 42 118 117 8 87 25 94 21
split_gain=0.0225018 0.143794 0.102709 0.18026 0.135535 0.118583 0.11643 0.101196 0.0937193 0.144328 0.211835
threshold=0.0044099434744566688 0.024810968898236755 0.076978169381618514 0.0058306583669036635 0.028884131461381916 0.0095705352723598498 0.0095705352723598498 0.0020292587578296666 0.0068083447404205808 0.00080172589514404546 0.00099512818269431613
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -6 -3 -2 10 -10
right_child=2 7 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00019061486951578183 8.5960379527556935e-05 0.0002998401022273485 0.00066790525513269969 -0.0039729852730354624 -0.0041404446283285455 0.00065387565252630919 0.00033320369814600375 0.0023798096551682839 0.0047894974784096836 0.00025831785163431503 0.00070443176075927171
leaf_weight=4318.7574079036713 3979.7986607551575 233.81809020042419 60.599876284599304 59.924059629440308 71.271953105926514 54.182045698165894 29.658155083656311 131.60441589355469 72.895855188369751 425.00622975826263 122.48331868648529
leaf_count=2397 1759 119 27 29 53 22 13 52 29 225 55
internal_value=0 -9.39157e-05 9.02244e-05 -0.00163953 0.000134065 -0.00161036 -0.00282587 0.00104893 0.000192885 0.000878812 0.00222857
internal_weight=0 4684.18 4875.82 120.524 4755.3 155.112 100.93 365.423 4600.18 620.385 195.379
internal_count=4780 2568 2212 56 2156 88 66 171 2068 309 84
is_linear=0
shrinkage=0.06


Tree=752
num_leaves=12
num_cat=0
split_feature=32 80 65 69 29 92 81 52 4 75 77
split_gain=0.021946 0.0878399 0.126704 0.142418 0.238354 0.254239 0.179565 0.220814 0.152389 0.280938 0.150488
threshold=0.00099512818269431613 0.0054799309000372895 0.0016846025246195497 0.00073092587990686308 0.0087224207818508166 0.0060143163427710542 0.0031340263085439806 0.0079489401541650313 0.00747153488919139 0.00064626874518580746 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 -3 9 -8 -9
right_child=-2 2 -4 4 5 -7 8 10 -10 -11 -12
leaf_value=0.00021513113173848606 -0.00010786709249792185 -0.0022895142685936619 0.00096967569424223166 -0.0016785137934424213 -0.00027961097043796595 0.0027727600702980608 -0.0067387695957786351 0.0020603848300255055 0.00027010902266219453 -0.0016183423095296988 -0.0011512575296880145
leaf_weight=4174.0887595415115 3970.2303181886673 140.52131152153015 226.25282788276672 194.90270352363586 263.00463020801544 156.80412316322327 61.003424167633057 129.78116750717163 50.263280153274536 104.91694092750549 88.230581402778625
leaf_count=1923 2176 64 103 119 119 59 45 43 24 59 46
internal_value=0 7.66145e-05 -0.000331797 -0.000579363 5.5464e-05 0.00086049 -0.00125837 -0.000434834 -0.00262417 -0.00350095 0.000760615
internal_weight=0 5589.77 1415.68 1189.43 614.711 419.809 574.717 358.533 216.184 165.92 218.012
internal_count=4780 2604 681 578 297 178 281 153 128 104 89
is_linear=0
shrinkage=0.06


Tree=753
num_leaves=12
num_cat=0
split_feature=0 106 20 51 58 22 36 42 79 94 50
split_gain=0.0206729 0.0968854 0.0756942 0.108709 0.107009 0.103538 0.116873 0.139043 0.103058 0.162847 0.174961
threshold=0.0058306583669036635 0.079227816313505187 0.0013146653072908523 0.00017767510871635753 0.0053125319536775359 0.0011980500421486797 0.00096484774257987748 0.014293605927377941 0.00043393640953581786 0.00066645268816500913 0.00047558375808876013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 -8 -5 10 -10
right_child=1 -3 5 8 -6 -7 7 -9 9 -11 -12
leaf_value=-6.4425719767957496e-05 -0.00013691059644430279 0.00192290571096991 -8.1231314312274377e-05 -0.001301107192939724 -0.0033445838901673052 0.00088597205743401149 -0.0010510613374225312 -0.0047061488003829676 -0.00086815107847745799 0.0003154014334948529 0.0033613282935808569
leaf_weight=6235.4083622694016 113.22608709335327 104.04177796840668 513.37294554710388 122.41525149345398 55.937226891517639 195.24303948879242 286.64364731311798 43.101565718650818 48.235830187797546 1711.9854172468185 130.38891696929932
leaf_count=3059 68 28 261 60 36 94 193 26 30 879 46
internal_value=0 0.000120833 6.26161e-05 0.000263269 -0.00119759 -0.00035907 -0.000647388 -0.00152882 0.000386032 0.000495272 0.0022192
internal_weight=0 3324.59 3220.55 2182.19 169.163 1038.36 843.118 329.745 2013.03 1890.61 178.625
internal_count=4780 1721 1693 1119 104 574 480 219 1015 955 76
is_linear=0
shrinkage=0.06


Tree=754
num_leaves=12
num_cat=0
split_feature=109 102 122 65 19 82 105 145 0 0 80
split_gain=0.0207391 0.0821634 0.155867 0.255659 0.163031 0.12773 0.1682 0.145017 0.130826 0.184517 0.115391
threshold=0.0026012937305495147 0.00017767510871635753 0.00066645268816500913 0.0030382014811038975 0.00046126570669002836 0.0010918468469753864 0.00042089859198313212 0.0020932231564074759 0.0058306583669036635 0.00068727668258361529 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 8 -7 -8 9 -6 -2
right_child=1 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.00016114957621243833 -0.00096145088518909106 3.4216963254609227e-05 0.0010030083894112488 -0.0043207974622187654 -0.0019640628802407409 0.0010365677546487579 -0.0020873303664131898 -0.0061351881777577119 -0.0028111228057883428 0.0012278969071884468 0.001988161800822241
leaf_weight=2210.2813395261765 76.00266969203949 6282.5745384693146 194.02754056453705 71.271953105926514 97.2155442237854 47.696147918701172 149.84175503253937 40.466366291046143 64.246373057365417 197.94630610942841 128.42953419685364
leaf_count=1247 39 2977 88 53 53 22 94 29 45 86 47
internal_value=0 -4.84625e-05 -0.00053522 -0.000877051 -0.000570954 -0.00107142 -0.00214953 -0.00294805 -0.000357488 0.000176582 0.000891571
internal_weight=0 7349.72 1067.14 873.117 801.845 597.412 238.004 190.308 359.408 295.162 204.432
internal_count=4780 3533 556 468 415 329 145 123 184 139 86
is_linear=0
shrinkage=0.06


Tree=755
num_leaves=12
num_cat=0
split_feature=8 1 135 93 38 29 26 146 43 110 22
split_gain=0.0217989 0.137454 0.215614 0.201344 0.155112 0.179396 0.132677 0.149513 0.127874 0.098374 0.170712
threshold=0.0044099434744566688 0.00017767510871635753 0.0010918468469753864 0.0012745757703669371 0.0013986918493174019 0.0017376682371832433 0.00017767510871635753 0.011519505176693203 0.00055427959887310873 0.0021592099219560628 0.00066645268816500913
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -4 -7 -3 -11
right_child=1 9 6 4 -6 8 -8 -9 -10 10 -12
leaf_value=-7.2514505688631408e-05 0.00033211353849284681 -0.00031389521144991391 -0.002947651787084274 0.0004298959437256854 5.129049723248076e-05 0.006324672280962478 0.00081025373922317197 0.0013870898688308389 0.0027943793883508836 0.0010569597487473097 -0.00060158824288431239
leaf_weight=5827.2246264219284 242.87112021446228 1997.2725759744644 105.52469038963318 49.655530691146851 59.316310167312622 75.531054615974426 141.94101202487946 39.318934559822083 72.288105726242065 589.17626893520355 359.87983846664429
leaf_count=2837 121 1124 62 21 26 26 55 18 26 267 197
internal_value=0 0.000113202 0.000817928 0.00157058 0.00274191 0.00355011 -0.000493412 -0.00177095 0.00459825 -7.49062e-05 0.000428042
internal_weight=0 3732.78 786.447 499.662 256.791 197.475 286.785 144.844 147.819 2946.33 949.056
internal_count=4780 1943 355 220 99 73 135 80 52 1588 464
is_linear=0
shrinkage=0.06


Tree=756
num_leaves=12
num_cat=0
split_feature=44 117 142 147 126 92 102 109 45 59 114
split_gain=0.0225768 0.088883 0.192051 0.128229 0.117931 0.112639 0.11201 0.104476 0.112092 0.120266 0.159116
threshold=0.00044738779251929378 0.019431582652032379 0.0062037324532866487 0.0013146653072908523 0.00062670491752214741 0.011169348377734424 0.00747153488919139 0.011519505176693203 0.011880517937242987 0.0014427106943912806 0.0012745757703669371
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 8 9 -1 -11
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 -12
leaf_value=-0.00042282280786698603 4.3274846901102564e-05 0.0011060844806963859 -0.0045804143187795085 -0.0027607537153226743 -0.0017778693693015811 -0.0038581047749576538 0.00085210171103566846 -0.0018462756664041084 0.0023407906155038169 0.0019584948257174877 -0.0001649557916743112
leaf_weight=569.91306662559509 7834.3038268089294 87.758966326713562 50.802962422370911 47.628080725669861 132.81991481781006 46.344514608383179 103.90564358234406 83.635999202728271 93.569047451019287 242.46757233142853 266.85047328472137
leaf_count=348 3860 33 32 27 58 26 38 50 35 103 170
internal_value=0 -0.000196459 -0.00143466 -0.000254238 -4.67092e-05 -0.00115307 -0.0006235 0.00020255 0.000348658 0.000175941 0.000845941
internal_weight=0 1725.7 186.19 135.387 1539.51 283.07 236.726 1256.44 1172.8 1079.23 509.318
internal_count=4780 920 92 60 828 122 96 706 656 621 273
is_linear=0
shrinkage=0.06


Tree=757
num_leaves=12
num_cat=0
split_feature=107 58 0 44 18 98 47 108 75 27 1
split_gain=0.0225501 0.102087 0.137843 0.131033 0.119568 0.137929 0.105889 0.133131 0.101714 0.0920649 0.110333
threshold=0.0079489401541650313 0.011519505176693203 0.0058306583669036635 0.00057154725072905432 0.00052132029668428015 0.0051502294372767219 0.0056525857653468856 0.0034400182776153092 0.0062037324532866487 0.0010585968848317864 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 7 -2 9 -8 -11
right_child=1 2 -4 4 -6 -7 8 -9 -10 10 -12
leaf_value=-5.6390466483362369e-05 0.0034497461102084587 -0.0039767360365693914 0.00048792383058023997 -0.0031282369863350006 -0.0033853286086626268 0.00028293437815026559 -1.6461850342030121e-05 0.00046060384013459169 -0.0015756981768961249 0.0019858965839701379 0.00028158039006132793
leaf_weight=6955.4063210487366 86.47540020942688 52.762345194816589 313.06856405735016 51.546846270561218 53.438161849975586 247.8741055727005 974.6058611869812 141.26519536972046 106.74018931388855 222.81053268909454 354.00654542446136
leaf_count=3769 32 31 110 25 29 87 350 57 68 70 152
internal_value=0 0.000150587 -0.000457906 -0.00118792 -0.000770915 -0.000304316 0.000382475 0.00159561 0.000215857 0.000339118 0.000939917
internal_weight=0 2604.59 718.69 405.621 352.859 299.421 1885.9 227.741 1658.16 1551.42 576.817
internal_count=4780 1011 282 172 141 112 729 89 640 572 222
is_linear=0
shrinkage=0.06


Tree=758
num_leaves=12
num_cat=0
split_feature=135 146 81 62 56 1 1 50 3 108 1
split_gain=0.0214789 0.159944 0.0381826 0.0296618 0.0782945 0.0815142 0.107111 0.0756248 0.0398873 0.0841789 0.0998275
threshold=0.1067372113466263 0.0021592099219560628 0.0044099434744566688 0.0054799309000372895 0.00017767510871635753 0.0013986918493174019 0.00017767510871635753 0.0063990866765379914 0.00096484774257987748 0.044033329933881767 0.00082683752407319855
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 8 5 6 -5 -6 -1 -10 -11
right_child=1 2 -4 4 7 -7 -8 -9 9 10 -12
leaf_value=-0.00012987301225525141 0.0030175947879366835 -0.0021372110243494786 0.00033302551009781233 0.001205325726030557 0.00025236564124614586 0.0026525866225868512 -0.0017061027544206333 -0.0025809283452161791 0.00019019509750943601 -0.0035649985795989936 0.00027986425836030142
leaf_weight=5768.4577090740204 63.235075712203979 45.668697953224182 44.453199028968811 171.73530149459839 107.62020754814148 80.057569622993469 61.883442401885986 49.519396305084229 3070.085857629776 47.628080725669861 49.655530691146851
leaf_count=2723 24 28 22 58 51 27 28 31 1740 27 21
internal_value=0 0.000704358 -0.000918751 -1.14832e-05 0.000452684 0.00100032 0.000434115 -0.00064049 -3.59395e-05 0.000135134 -0.0016025
internal_weight=0 153.357 90.1219 9406.64 470.816 313.676 233.619 157.14 8935.83 3167.37 97.2836
internal_count=4780 74 50 4706 195 113 86 82 4511 1788 48
is_linear=0
shrinkage=0.06


Tree=759
num_leaves=12
num_cat=0
split_feature=23 47 27 53 42 87 98 23 133 53 125
split_gain=0.0216033 0.0571036 0.152775 0.0561348 0.0924428 0.0817203 0.0778107 0.08481 0.112574 0.0687434 0.0539942
threshold=0.0019672545604407792 0.00017767510871635753 0.00064626874518580746 0.0063990866765379914 0.0051502294372767219 0.00062670491752214741 0.0011261500185355546 0.00093549740267917525 0.0022272822679951791 0.00070876078098081063 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 10 -8 -9 -10 -1
right_child=1 -3 -4 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.00075163302126880847 -0.0043092200779941353 -1.3256803557538617e-05 8.2769221981624102e-05 0.0015791117717154008 -0.0022450142009301953 -0.00074205730899380479 1.8200175934034978e-05 0.0035887559147900123 0.0019028042444318048 -0.0010399601911902122 0.00063268599526266321
leaf_weight=188.28067135810852 41.074115753173828 8288.3701727390289 93.228711485862732 103.29789412021637 56.613043546676636 229.35478711128235 129.91244661808014 88.974465250968933 74.719103574752808 46.276447415351868 219.89820921421051
leaf_count=129 32 3999 60 35 34 161 81 39 38 31 141
internal_value=0 -3.31437e-05 -0.00126044 0.000245451 0.000112221 0.000248754 0.000552536 0.00122314 0.00196865 0.000777303 -5.85883e-06
internal_weight=0 8422.67 134.303 1137.33 1034.03 977.416 748.061 339.882 209.97 120.996 408.179
internal_count=4780 4091 92 689 654 620 459 189 108 69 270
is_linear=0
shrinkage=0.06


Tree=760
num_leaves=12
num_cat=0
split_feature=104 110 18 93 141 146 142 102 88 104 99
split_gain=0.0219403 0.0813393 0.133308 0.121144 0.0955454 0.082664 0.199687 0.236109 0.169221 0.165906 0.149087
threshold=0.015200819820165636 0.00899649551138282 0.00066645268816500913 0.0084566329605877417 0.0011980500421486797 0.0021592099219560628 0.0056525857653468856 0.0048403022810816774 0.0023699469165876512 0.024810968898236755 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 10 -8 -7 -10 -2
right_child=1 2 -4 4 -6 8 7 -9 9 -11 -12
leaf_value=-4.5338351202824389e-05 -1.7068668141977153e-05 0.00089572581875963734 -0.0035424118218807029 -3.8029609994133043e-05 -0.0037540994573994923 0.0011507017516763471 -0.00418118564011862 0.0011413427415117971 0.00056915178502095693 -0.0035650749828404814 0.0027252801382963068
leaf_weight=7655.3728239536285 546.55602884292603 154.2369909286499 50.195212960243225 52.966546773910522 47.020331263542175 696.80618703365326 82.488567471504211 47.156465649604797 86.47540020942688 58.640493512153625 82.085019588470459
leaf_count=4140 158 57 29 16 24 222 39 14 32 28 21
internal_value=0 0.000182231 -0.000716747 -0.000158833 -0.00178557 0.00035325 -0.000101153 -0.00224519 0.000762512 -0.00110147 0.000341014
internal_weight=0 1904.63 304.419 254.224 99.9869 1600.21 758.286 129.645 841.922 145.116 628.641
internal_count=4780 640 126 97 40 514 232 53 282 60 179
is_linear=0
shrinkage=0.06


Tree=761
num_leaves=12
num_cat=0
split_feature=105 106 23 70 42 146 1 9 121 93 121
split_gain=0.0210285 0.0866562 0.0843662 0.118416 0.130732 0.100588 0.203473 0.12766 0.0931576 0.125705 0.117665
threshold=0.00017767510871635753 0.079227816313505187 0.094028618186712279 0.00062670491752214741 0.004017772153019906 0.0063990866765379914 0.00046126570669002836 0.00017767510871635753 0.0013146653072908523 0.0084566329605877417 0.076978169381618514
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 8 -7 -8 9 -1 -10
right_child=1 -3 3 -5 -6 6 7 -9 10 -11 -12
leaf_value=-2.742915613829226e-06 -8.0219017409624454e-05 0.0012381838077400902 0.00028069420322604142 0.0013595608871091892 -0.0041511592564946447 0.003147919014956002 0.0014431040362327255 -0.0035320200815009929 0.0011195570238564298 -0.0024201865686323807 -0.0013074182223771589
leaf_weight=1136.7338845729828 7250.3104684352875 184.03128039836884 39.926684021949768 43.913516759872437 59.924059629440308 116.2016224861145 39.994751214981079 34.656285166740417 486.83131551742554 83.096316933631897 84.379883050918579
leaf_count=542 3784 60 21 14 29 40 16 27 162 42 43
internal_value=0 -4.7583e-05 0.000166418 -0.00123705 -0.00237902 0.000268224 0.00157767 -0.000866567 0.00012869 -0.000167422 0.000761042
internal_weight=0 7434.34 2125.66 143.764 99.8507 1981.89 190.853 74.651 1791.04 1219.83 571.211
internal_count=4780 3844 936 64 50 872 83 43 789 584 205
is_linear=0
shrinkage=0.06


Tree=762
num_leaves=12
num_cat=0
split_feature=86 106 10 72 68 92 98 96 44 85 137
split_gain=0.0211838 0.0783961 0.109582 0.0791858 0.137366 0.0636973 0.0622644 0.0700101 0.0604554 0.060314 0.0548963
threshold=0.0022975050378590827 0.0098710241727530974 0.014740333426743748 0.0042751494329422721 0.0045489775948226461 0.002945306478068233 0.0011261500185355546 0.0026833302108570938 0.0098710241727530974 0.00017767510871635753 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 -8 -7 -3
right_child=1 10 -4 6 -6 9 7 -9 -10 -11 -12
leaf_value=-2.7897798411634164e-05 -0.0017145649549218647 -7.401773183611827e-06 0.0029863842474218737 -0.00021342144836840942 -0.0034025857677952723 0.0033135524928396181 -0.00090181606936799036 0.0017369015587756686 0.0022454489414728252 -0.00013797189533334126 -0.0030084869891301652
leaf_weight=8710.1966655254364 37.223417401313782 47.020331263542175 58.100811243057251 199.76469922065735 52.694278001785278 31.61753785610199 84.783430933952332 224.76506018638611 29.658155083656311 43.033498525619507 41.142182946205139
leaf_count=4267 29 24 20 143 36 12 61 117 13 31 27
internal_value=0 0.000285943 0.000482011 0.000275191 -0.000876775 0.000312913 0.00062693 0.00112183 -8.61853e-05 0.00132388 -0.0014079
internal_weight=0 849.803 761.641 703.54 164.569 111.874 538.971 339.207 114.442 74.651 88.1625
internal_count=4780 513 462 442 108 72 334 191 74 43 51
is_linear=0
shrinkage=0.06


Tree=763
num_leaves=12
num_cat=0
split_feature=117 106 0 21 54 53 141 65 38 145 132
split_gain=0.0213672 0.0723526 0.0606992 0.100827 0.162022 0.0588986 0.145614 0.0694289 0.0664476 0.107484 0.0755637
threshold=0.00062670491752214741 0.013439828064292671 0.0020932231564074759 0.0012745757703669371 0.014293605927377941 0.0014881226234138014 0.00046126570669002836 0.00038414125447161501 0.00044738779251929378 0.00044738779251929378 0.00080172589514404546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 -7 -8 9 -1 -11
right_child=-2 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.0023573763797973359 -3.0548961464953984e-05 0.0016484937116183595 0.00055327589304228844 -0.0010232747512037119 0.0044259789252297597 0.00038432349699165004 -0.0052191207494361779 -0.0016120383346858833 0.0016662431671143822 0.0021867930806420115 -0.00098887005381476795
leaf_weight=68.704820871353149 8566.4275498390198 119.44457137584686 307.52104115486145 112.07865536212921 44.521266222000122 83.908267974853516 34.656285166740417 43.101565718650818 71.476154685020447 56.749177932739258 51.410711884498596
leaf_count=51 4251 40 184 57 17 30 27 26 38 24 35
internal_value=0 0.000263388 7.41217e-05 0.000544054 0.00104304 -0.000457834 -0.00134913 -0.0032197 0.000122387 -0.00050153 0.000677332
internal_weight=0 993.573 874.128 464.121 352.042 410.007 161.666 77.7579 248.341 176.865 108.16
internal_count=4780 529 489 258 201 231 83 53 148 110 59
is_linear=0
shrinkage=0.06


Tree=764
num_leaves=12
num_cat=0
split_feature=16 74 124 68 16 33 10 34 116 32 14
split_gain=0.0217922 0.0685856 0.0683923 0.114833 0.0457205 0.0742408 0.0914782 0.108788 0.0433803 0.0678148 0.0932883
threshold=0.0005375427135732026 0.0056525857653468856 0.0018488886416889729 0.004017772153019906 0.00017767510871635753 0.0070226341485977182 0.0035485138650983576 0.0060143163427710542 0.0049928687512874612 0.002945306478068233 0.0034400182776153092
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6 -8 -2 -10 -11
right_child=8 2 3 -5 5 -7 7 -9 9 10 -12
leaf_value=1.6246707690456939e-05 1.491343471552428e-05 0.00046452667932120117 -0.0006828639794167438 -0.0056549179003858923 -1.9308132179343075e-05 0.0010984835059691437 -0.0053652818864308779 -0.001172263013786295 -0.00011651747278467966 0.0036447943393209939 0.00020466154427434375
leaf_weight=8491.1104073524475 502.82729256153107 39.994751214981079 42.35768187046051 27.630705118179321 90.661579251289368 56.073361277580261 34.656285166740417 62.35505747795105 98.36297595500946 60.599876284599304 53.370094656944275
leaf_count=4114 321 16 33 19 58 26 27 41 64 27 34
internal_value=0 -2.57591e-05 -0.00151473 -0.00264578 -7.01094e-06 -0.000817211 -0.00138959 -0.00267018 0.000318579 0.00103769 0.00203384
internal_weight=0 8844.84 109.983 69.9884 8734.86 243.746 187.673 97.0113 715.16 212.333 113.97
internal_count=4780 4334 68 52 4266 152 126 68 446 125 61
is_linear=0
shrinkage=0.06


Tree=765
num_leaves=12
num_cat=0
split_feature=112 140 80 33 19 126 21 150 131 52 72
split_gain=0.0205743 0.121279 0.223206 0.14147 0.0590208 0.0256185 0.111031 0.142305 0.0997707 0.110174 0.112357
threshold=0.034632634371519096 0.02636832278221846 0.0062037324532866487 0.001792412775103003 0.00096484774257987748 0.002945306478068233 0.0015833032084628942 0.014740333426743748 0.028884131461381916 0.012636432424187662 0.0072436286136507997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 -1 -7 8 9 10 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=2.1941704260257729e-05 -0.00046024809596078675 0.0044214743171647952 -0.00058133627914226931 -0.0029949868346219799 0.0026386851192345823 -0.0025487767349499958 0.00040367178462787486 -0.0021595659970250389 -0.0017285764698475414 0.0023886593984646103 -0.0015956472003309801
leaf_weight=8150.1778049468994 54.113978505134583 62.695393443107605 65.802207946777344 57.288860201835632 37.427618980407715 72.82778799533844 649.99005734920502 110.99929082393646 95.460363030433655 83.368585705757141 119.84811925888062
leaf_count=4288 27 16 26 32 14 34 183 41 39 22 58
internal_value=0 0.000509243 0.00185959 -0.000656623 0.000806779 -1.52141e-05 -0.000282612 -0.000126865 0.000110972 0.000316789 9.24186e-05
internal_weight=0 277.328 128.498 148.83 91.5416 9282.67 1132.49 1059.67 948.667 853.207 769.838
internal_count=4780 115 42 73 41 4665 377 343 302 263 241
is_linear=0
shrinkage=0.06


Tree=766
num_leaves=12
num_cat=0
split_feature=36 149 146 23 128 118 83 68 133 75 31
split_gain=0.0203287 0.102225 0.121487 0.158439 0.145198 0.153658 0.176182 0.124407 0.113219 0.133695 0.116728
threshold=0.0010918468469753864 0.0030382014811038975 0.0041444667149335155 0.0072436286136507997 0.00017767510871635753 0.0038949446752667431 0.014740333426743748 0.0079489401541650313 0.0010263677686452868 0.00093549740267917525 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 -4 6 -6 -8 -2 10 -10
right_child=1 2 4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-5.3746400303515836e-05 -0.0006499342449047715 -0.0015936148958320638 -0.0042767780639150375 0.0013134874383678565 -0.00074169050289964319 0.00096454608645852452 -0.0019539028432356601 -0.0075817281739910657 0.0012018255390868317 0.00035750138653779518 0.004407328976851606
leaf_weight=6940.859176158905 314.54662120342255 95.795843720436096 45.600630760192871 228.41641223430634 219.42659413814545 133.42766427993774 31.481403470039368 25.671322345733643 187.67777717113495 1284.8058925867081 52.290730118751526
leaf_count=3313 192 62 33 87 128 61 22 20 78 766 18
internal_value=0 0.000142431 -0.000433251 0.000454518 -0.00106499 -0.000707778 -0.00151454 -0.00448176 0.000386503 0.000600311 0.00190033
internal_weight=0 2619.14 779.82 324.212 455.608 410.007 276.579 57.1527 1839.32 1524.77 239.969
internal_count=4780 1467 413 149 264 231 170 42 1054 862 96
is_linear=0
shrinkage=0.06


Tree=767
num_leaves=12
num_cat=0
split_feature=122 10 18 11 117 145 78 79 109 58 79
split_gain=0.0209341 0.106532 0.0581489 0.0267544 0.088529 0.204984 0.0979713 0.219777 0.154585 0.140984 0.14033
threshold=0.014740333426743748 0.0066005610860884198 0.00038414125447161501 0.0035485138650983576 0.12087306752800943 0.004017772153019906 0.0022272822679951791 0.00082683752407319855 0.0045489775948226461 0.0070226341485977182 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 8 -8 -10 -9
right_child=1 -3 -4 -5 5 -7 7 10 9 -11 -12
leaf_value=0.00021918771889149554 -0.0017593536827783596 -0.0033198809922430151 0.0013495348629605981 0.00013410181899462504 -0.0041210266925827219 0.00065570245420229901 -0.00088238431558341406 0.00061835286091029777 -0.005788104831182429 -0.0014108494516943408 -0.00037746922859311965
leaf_weight=2733.9616562128067 32.157220125198364 40.534433484077454 66.341890215873718 3787.4339578151703 61.815375208854675 67.829657912254333 315.89825451374054 747.25910294055939 51.342644691467285 54.721727967262268 1600.7041471004486
leaf_count=1132 20 24 34 1930 33 20 188 375 40 30 954
internal_value=0 -0.000730865 0.000334569 1.0786e-05 -7.21194e-05 -0.00162186 -3.56149e-05 -0.000287109 -0.00154783 -0.00352975 -6.05405e-05
internal_weight=0 139.034 98.4991 9420.97 5633.53 129.645 5503.89 2769.93 421.963 106.064 2347.96
internal_count=4780 78 54 4702 2772 53 2719 1587 258 70 1329
is_linear=0
shrinkage=0.06


Tree=768
num_leaves=12
num_cat=0
split_feature=23 83 87 110 140 106 142 50 124 4 61
split_gain=0.0217092 0.0536475 0.0495929 0.121869 0.0737632 0.0751689 0.0669294 0.0573996 0.0770966 0.0532696 0.047403
threshold=0.0019672545604407792 0.0014427106943912806 0.0017376682371832433 0.04673989117145539 0.0045489775948226461 0.0072436286136507997 0.0070226341485977182 0.0063990866765379914 0.028884131461381916 0.00017767510871635753 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 9 10 -9
right_child=1 -3 -4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-4.3202703966517929e-05 -0.001777110498339268 -2.0076009581092659e-05 -0.00085146873148367048 0.0029959188291037034 0.0020637236965515252 -0.0023190816509190298 -0.0025451026896549903 -0.0014399822498477096 0.0035170361326806697 0.0015921385044729626 0.0010293429225976471
leaf_weight=543.15752446651459 63.030874133110046 8359.6421258449554 131.12794554233551 60.667943477630615 72.288105726242065 44.992881298065186 30.805586814880371 60.395674705505371 38.643117904663086 103.09369254112244 52.154595732688904
leaf_count=360 39 4052 87 22 26 30 24 42 20 50 28
internal_value=0 -3.32247e-05 0.000246052 0.00038908 0.000221818 6.93433e-05 0.000199089 0.000305098 0.00104907 0.000606814 -0.000295723
internal_weight=0 8422.67 1137.33 1006.2 945.531 873.243 828.25 797.445 254.287 215.644 112.55
internal_count=4780 4091 689 602 580 554 524 500 140 120 70
is_linear=0
shrinkage=0.06


Tree=769
num_leaves=12
num_cat=0
split_feature=50 145 129 23 96 4 79 29 5 119 112
split_gain=0.0220781 0.12324 0.112133 0.185566 0.1412 0.181481 0.160987 0.133809 0.0954335 0.0882134 0.145745
threshold=0.0038949446752667431 0.012636432424187662 0.00017767510871635753 0.036783467978239066 0.00093549740267917525 0.0005375427135732026 0.0011261500185355546 0.0087224207818508166 0.0014881226234138014 0.00080172589514404546 0.00046126570669002836
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 8 6 -6 -4 -7 -3 -2 -11
right_child=1 2 4 -5 5 7 -8 -9 -10 10 -12
leaf_value=9.6953523863358459e-05 -0.00012700240569808307 0.0014358689427393446 0.0019979700485212703 -0.0029173145386724403 0.0043430518919620595 -0.00048798593339539811 -0.0020839538578047373 0.0026006280181064983 -0.0011140794406173425 -0.003042366814013112 -0.00034496636591865843
leaf_weight=4486.9288456439972 3984.0918425321579 155.65669143199921 61.951509594917297 71.612289071083069 85.32796847820282 101.87819361686707 79.313685774803162 100.12301242351532 79.989502429962158 100.99817538261414 252.1283518075943
leaf_count=2288 2063 48 23 28 21 44 34 30 32 61 108
internal_value=0 -8.57515e-05 0.000632212 -0.000242557 0.00125933 0.00202295 -0.000293836 0.0010429 0.000570295 -0.000207561 -0.00111645
internal_weight=0 5073.07 735.853 307.258 428.594 287.329 141.265 202.001 235.646 4337.22 353.127
internal_count=4780 2492 260 108 152 95 57 74 80 2232 169
is_linear=0
shrinkage=0.06


Tree=770
num_leaves=12
num_cat=0
split_feature=65 124 21 110 38 11 14 146 105 17 117
split_gain=0.0216264 0.104257 0.0736124 0.0786344 0.0411657 0.0932804 0.15811 0.128513 0.113575 0.154525 0.0864662
threshold=0.041476719081401832 0.00899649551138282 0.00087947337306104611 0.00039601318712811922 0.0013986918493174019 0.004017772153019906 0.00040826165059115743 0.0046923852059990176 0.00052132029668428015 0.00057154725072905432 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 -7 -8 10 -10
right_child=1 -3 -4 -5 5 6 8 -9 9 -11 -12
leaf_value=-3.8447121526676559e-05 -0.0019379589473437011 0.0015335998563728722 -0.0031683106957845907 0.0010783039932463368 -0.00021242519235878298 0.00086257335503835391 -0.0021887254708101503 0.0044000618058387137 0.00083582447495821294 -4.3402655487808701e-05 0.0036390808917668334
leaf_weight=7921.177919626236 65.5299391746521 63.167008519172668 53.370094656944275 59.248242974281311 648.016108751297 78.705936312675476 57.896609663963318 69.720973491668701 82.488567471504211 384.47179627418518 76.206871271133423
leaf_count=3958 46 29 34 31 328 31 35 24 39 201 24
internal_value=0 -0.000560789 -0.00130341 -0.000505751 1.45221e-05 0.000314756 0.000770561 0.00252425 0.000337505 0.000606778 0.00218197
internal_weight=0 241.315 178.148 124.778 9318.68 1397.51 749.491 148.427 601.064 543.167 158.695
internal_count=4780 140 111 77 4640 682 354 55 299 264 63
is_linear=0
shrinkage=0.06


Tree=771
num_leaves=12
num_cat=0
split_feature=132 117 92 28 140 102 149 39 74 85 74
split_gain=0.0211071 0.0926714 0.0621501 0.122115 0.0700112 0.0630256 0.0611561 0.0577156 0.0561843 0.0484209 0.0417968
threshold=0.007706565549597145 0.022641776129603389 0.0072436286136507997 0.00052132029668428015 0.0034400182776153092 0.0014427106943912806 0.00060774214216507982 0.0019071503775194289 0.0070226341485977182 0.0025217677466571335 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 9 -6 -7 -5 10 -2 -1
right_child=1 -3 3 7 5 6 -8 -9 -10 -11 -12
leaf_value=-3.0125651438996612e-05 0.0027174717721017302 -0.0027997572230931264 0.0042731510977321672 0.00213480632614904 -0.0030090418803501635 -0.002136912944249413 0.00076085562326425244 -0.00059283905717749761 -0.0014129484277672229 0.00039564393823570115 0.00073845106435646069
leaf_weight=8569.2718061208725 37.359551787376404 32.157220125198364 42.561883449554443 47.020331263542175 37.899234056472778 39.18280017375946 79.245618581771851 68.77288806438446 103.5653076171875 240.43526709079742 262.52815985679626
leaf_count=4185 19 20 18 24 27 28 39 46 63 157 154
internal_value=0 0.000337194 0.000507455 0.00152494 0.000136307 -0.00087941 -0.00019789 0.00051478 -2.35719e-05 0.000707898 -7.27946e-06
internal_weight=0 624.635 592.478 158.355 434.122 156.328 118.428 115.793 8935.37 277.795 8831.8
internal_count=4780 378 358 88 270 94 67 70 4402 176 4339
is_linear=0
shrinkage=0.06


Tree=772
num_leaves=12
num_cat=0
split_feature=108 100 29 150 95 12 114 45 12 59 125
split_gain=0.0204482 0.0625519 0.151145 0.0871349 0.0656483 0.0523817 0.0998919 0.0923799 0.0623049 0.05758 0.0602302
threshold=0.0005375427135732026 0.0021592099219560628 0.0041444667149335155 0.0028552538715302949 0.014740333426743748 0.00062670491752214741 0.000490355829242617 0.00064626874518580746 0.0022272822679951791 0.0014427106943912806 0.00042089859198313212
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -8 10 -1
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=-0.0028724785550138512 -2.7389999970317259e-05 -0.00069109755518216977 0.0032068897225602674 -0.0026792387679306522 0.0027721618862030636 -0.0035335503555058616 -0.0020685993114361277 0.0022757314470703348 0.0002378752286846315 0.0016786911125499196 0.00037928011221231687
leaf_weight=38.575050711631775 8711.2760300636292 66.137688636779785 78.098186850547791 39.790549635887146 34.184670090675354 32.089152932167053 48.167762994766235 91.677731871604919 338.1904935836792 38.0353684425354 43.777382373809814
leaf_count=25 4283 49 28 31 14 25 35 31 218 17 24
internal_value=0 0.00028113 0.00141951 4.80593e-05 0.000211322 7.24809e-05 -0.000316841 0.00084069 -4.96758e-05 -0.000252123 -0.00114389
internal_weight=0 848.724 144.236 704.488 664.698 630.513 418.447 212.066 386.358 120.388 82.3524
internal_count=4780 497 77 420 389 375 278 97 253 66 49
is_linear=0
shrinkage=0.06


Tree=773
num_leaves=12
num_cat=0
split_feature=56 12 105 85 49 142 35 82 47 86 126
split_gain=0.0215304 0.0978261 0.170145 0.0584007 0.0840659 0.0664466 0.0896852 0.0735891 0.0703277 0.0544629 0.0698944
threshold=0.00080172589514404546 0.00017767510871635753 0.0032328735105693345 0.00068727668258361529 0.00087947337306104611 0.00899649551138282 0.0022975050378590827 0.0049928687512874612 0.0042751494329422721 0.00087947337306104611 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 -7 -5 -11
right_child=1 3 -4 9 -6 8 7 -9 -10 10 -12
leaf_value=-3.6532909386692294e-05 0.0043227426294301019 -0.0045800147976433753 -0.0001090897258637375 0.0015260999319393188 0.0018698737516584822 0.0013289668288686794 -0.0019453866039387396 0.0013249361851004455 -0.0017989538581437675 0.00037628122909650328 -0.0011262652263396829
leaf_weight=8208.7161509990692 54.925929546356201 33.372719049453735 72.151971340179443 114.03803813457489 41.278317332267761 66.341890215873718 94.444210410118103 33.576920628547668 42.425749063491821 664.82889211177826 133.89927935600281
leaf_count=3990 15 26 36 56 17 34 66 11 28 427 74
internal_value=0 0.000221928 0.00180645 5.74484e-05 -0.000652008 -0.00103733 -0.0018098 -0.00108766 0.000108895 0.000299518 0.000124393
internal_weight=0 1351.28 127.078 1224.21 311.44 270.161 161.394 128.021 108.768 912.766 798.728
internal_count=4780 790 51 739 182 165 103 77 62 557 501
is_linear=0
shrinkage=0.06


Tree=774
num_leaves=12
num_cat=0
split_feature=29 81 19 100 81 106 45 26 50 3 77
split_gain=0.0205839 0.0678607 0.131882 0.0620597 0.119456 0.112056 0.0716348 0.0655743 0.0775115 0.0841743 0.0636202
threshold=0.0010585968848317864 0.020658296532928947 0.014293605927377941 0.00085274505545385193 0.0058306583669036635 0.00064626874518580746 0.029773407615721229 0.00055427959887310873 0.0038949446752667431 0.00044738779251929378 0.0054799309000372895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -6 7 8 -5 -10 -1
right_child=-2 2 -4 6 5 -7 -8 -9 9 -11 -12
leaf_value=-0.00049305401795874944 -3.6301292562531401e-05 -0.00092398711142115781 0.003103211005416536 -0.0003143166725638639 -1.4346970557940468e-05 0.0036772719368555903 0.0015252321668197844 0.0010114856812515436 -0.0038122070225969757 -0.00089175576342611664 0.0007789976264208796
leaf_weight=303.87454438209534 8170.8801288604736 47.56001353263855 76.138804078102112 283.80910158157349 50.127145767211914 72.288105726242065 63.303142905235291 76.00266969203949 57.15272581577301 93.904528141021729 264.95915770530701
leaf_count=166 4006 32 29 163 34 26 19 39 42 58 166
internal_value=0 0.000213526 0.00155482 8.24102e-05 0.00046536 0.00216561 -0.000378626 -0.000614538 -0.000898722 -0.00199671 9.94596e-05
internal_weight=0 1389.12 123.699 1265.42 691.249 122.415 574.172 510.869 434.866 151.057 568.834
internal_count=4780 774 61 713 392 60 321 302 263 100 332
is_linear=0
shrinkage=0.06


Tree=775
num_leaves=12
num_cat=0
split_feature=113 112 115 37 83 104 1 145 150 61 117
split_gain=0.0211749 0.101434 0.0862061 0.105074 0.158266 0.211566 0.156653 0.10612 0.139204 0.107876 0.105111
threshold=0.0034400182776153092 0.034632634371519096 0.0020292587578296666 0.00087947337306104611 0.057509137317538268 0.024810968898236755 0.0010585968848317864 0.0045489775948226461 0.012252715881913902 0.0016846025246195497 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 9 -2 -5
right_child=1 -3 -4 10 5 -7 -8 -9 -10 -11 -12
leaf_value=-5.7741816696958462e-05 -0.00091659528168982639 0.0019955066919805108 -0.00038940841086211684 0.002748539260980204 -0.00012506366751432072 -0.0044511873164452959 0.0012952469007932849 0.00049718368313833681 1.4788736276576276e-05 -0.0043450772568345356 0.00060879182126186528
leaf_weight=6741.2598363161087 69.516771912574768 102.01432800292969 958.51268529891968 98.703311920166016 114.17417252063751 63.235075712203979 350.96779811382294 310.02981674671173 180.58412992954254 62.962806940078735 508.03933477401733
leaf_count=3539 39 34 484 39 46 24 137 95 75 44 224
internal_value=0 0.000138095 6.83478e-05 0.0003179 -1.87976e-05 -0.00166705 0.000281405 -0.000289659 -0.00106888 -0.00254603 0.00095688
internal_weight=0 2818.74 2716.73 1758.21 1151.47 177.409 974.061 623.094 313.064 132.48 606.743
internal_count=4780 1241 1207 723 460 70 390 253 158 83 263
is_linear=0
shrinkage=0.06


Tree=776
num_leaves=12
num_cat=0
split_feature=121 14 120 19 100 121 44 114 108 102 49
split_gain=0.0205144 0.0840441 0.104856 0.188575 0.125351 0.124211 0.12373 0.142899 0.133443 0.132043 0.124056
threshold=0.00075379351619631063 0.00070876078098081063 0.0003614811430452392 0.02129978779703379 0.0049928687512874612 0.00099512818269431613 0.0015349716995842757 0.0019071503775194289 0.0026833302108570938 0.00096484774257987748 0.00037263428384903824
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -4 7 8 -3 -9 -8
right_child=1 2 5 4 -6 -7 10 9 -10 -11 -12
leaf_value=8.7020072744874933e-05 0.00014475849476711347 0.0028439339146415208 0.0025495652389367529 -0.0010338619165462949 0.0018938653457741092 -4.0134484760257772e-05 -0.0017743292264723221 -0.0043597404204049357 -0.00035217277050859572 -0.0003361111209300186 -0.00014319188798582569
leaf_weight=4827.6767609119415 2553.8491413593292 86.47540020942688 74.179421305656433 79.785300850868225 154.77667319774628 659.09658873081207 636.7994943857193 39.18280017375946 103.09369254112244 117.14485263824463 227.93994188308716
leaf_count=2604 1070 32 30 47 65 324 342 28 50 66 122
internal_value=0 -8.87735e-05 -0.000362546 -0.000659058 0.000898011 0.000221844 -0.000960741 -1.66811e-06 0.00110579 -0.00134462 -0.00134437
internal_weight=0 4732.32 2178.47 1445.2 234.562 733.276 1210.64 345.897 189.569 156.328 864.739
internal_count=4780 2176 1106 752 112 354 640 176 82 94 464
is_linear=0
shrinkage=0.06


Tree=777
num_leaves=12
num_cat=0
split_feature=49 39 114 60 25 93 141 98 26 29 72
split_gain=0.0198289 0.0454911 0.0642348 0.0873648 0.0610292 0.0689332 0.0503051 0.0432316 0.0419056 0.0473608 0.0416389
threshold=0.0012745757703669371 0.0027679565828293566 0.00068727668258361529 0.0013146653072908523 0.0026833302108570938 0.000490355829242617 0.00070876078098081063 0.0084566329605877417 0.00073092587990686308 0.0032328735105693345 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 -4 8 10 -10 -3
right_child=1 7 3 4 5 -7 -8 -9 9 -11 -12
leaf_value=-2.5697622317245927e-05 0.0024727734610354712 -0.0014827575532967833 0.00089456428918262287 -0.00012260985823307489 0.00026159169835851792 0.0030477756102748341 -0.0015162755060359565 -0.0017865150550166902 -0.00068993671369804385 0.0021885842363359325 0.00025918265090084939
leaf_weight=8783.2237998247147 63.303142905235291 79.041417002677917 45.736765146255493 82.488567471504211 52.694278001785278 81.27306854724884 97.755226492881775 53.302027463912964 32.089152932167053 57.356927394866943 131.7356950044632
leaf_count=4334 19 54 23 39 36 33 61 39 25 27 90
internal_value=0 0.00029057 0.000710211 0.000400233 0.00116131 0.00195187 -0.000747842 -0.000211836 6.7734e-05 0.0011559 -0.000394045
internal_weight=0 776.776 423.251 359.948 216.456 133.967 143.492 353.525 300.223 89.4461 210.777
internal_count=4780 446 211 192 108 69 84 235 196 52 144
is_linear=0
shrinkage=0.06


Tree=778
num_leaves=12
num_cat=0
split_feature=105 150 63 53 8 106 0 31 56 70 71
split_gain=0.0197089 0.111883 0.15859 0.145155 0.149762 0.129743 0.133017 0.138523 0.119189 0.117294 0.109295
threshold=0.0041444667149335155 0.00099512818269431613 0.00099512818269431613 0.0063990866765379914 0.0035485138650983576 0.0054799309000372895 0.019431582652032379 0.014293605927377941 0.00017767510871635753 0.0022272822679951791 0.072653736919164671
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 -5 -4 7 10 -8 -3 -7
right_child=1 2 5 4 -6 6 8 -9 -10 -11 -12
leaf_value=4.917032170490648e-05 -3.8522383370246249e-05 -0.0039629281280900933 0.00019684266770521075 -3.3882617464985817e-05 0.0036875047704635344 -0.001884567118789705 0.0028570519966828896 0.0012763993019649946 -0.001324599011763518 -9.8731257237507961e-05 0.0010144707729610486
leaf_weight=7210.9525983333588 366.56508255004883 73.907152533531189 1032.6191841363907 67.017706871032715 92.893230795860291 447.16233444213867 59.384377360343933 69.584839105606079 41.817999601364136 45.804832339286804 52.290730118751526
leaf_count=3483 230 50 567 32 37 265 21 34 25 18 18
internal_value=0 -0.00015094 -0.000373493 0.000619501 0.00212789 -0.000225096 -0.000875163 -0.00123163 0.00112915 -0.00248439 -0.00158105
internal_weight=0 2349.05 1822.57 526.476 159.911 1702.86 670.24 569.038 101.202 119.712 499.453
internal_count=4780 1297 998 299 69 930 363 317 46 68 283
is_linear=0
shrinkage=0.06


Tree=779
num_leaves=12
num_cat=0
split_feature=47 15 23 4 82 19 101 105 51 123 37
split_gain=0.0199958 0.11724 0.14732 0.13462 0.132851 0.112825 0.179724 0.106987 0.102891 0.145088 0.133628
threshold=0.00747153488919139 0.012636432424187662 0.00899649551138282 0.00068727668258361529 0.0058306583669036635 0.0063990866765379914 0.010829726699739696 0.013860232196748258 0.0044099434744566688 0.00017767510871635753 0.00050559637020342063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -2 9 -4 -10
right_child=7 2 4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=2.7061932782011239e-05 0.0001389955112638035 -0.0012821361714167024 -0.0038507745562337942 0.0023146829929517271 0.0010397020241614751 -0.0019313480519321385 -0.0066959831820557368 -0.0022146205427869634 0.0021315016640734139 -4.5637010098971739e-05 -0.0023327578193296566
leaf_weight=4755.6415028572083 4085.6101857423782 64.990256905555725 72.691653609275818 88.434782981872559 72.288105726242065 137.68191051483154 35.9398512840271 70.732270836830139 66.47802460193634 71.612289071083069 37.899234056472778
leaf_count=2750 1657 38 44 31 26 82 28 45 24 28 27
internal_value=0 -7.61033e-05 -0.000833209 0.000791084 -0.00133707 -0.00174392 -0.00291763 9.89419e-05 -0.000924473 -0.00196244 0.000510535
internal_weight=0 5403.66 648.016 153.425 494.591 422.303 173.622 4156.34 248.681 144.304 104.377
internal_count=4780 3078 328 69 259 233 110 1702 123 72 51
is_linear=0
shrinkage=0.06


Tree=780
num_leaves=12
num_cat=0
split_feature=137 89 19 106 52 149 46 24 72 137 32
split_gain=0.0205989 0.0857094 0.0876327 0.13527 0.146531 0.109955 0.0985268 0.177686 0.143014 0.114611 0.139435
threshold=0.00017767510871635753 0.00047558375808876013 0.02129978779703379 0.011519505176693203 0.016164712607860569 0.012636432424187662 0.0016846025246195497 0.00073092587990686308 0.0028552538715302949 0.0031340263085439806 0.00068727668258361529
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 8 -8 -2 -9 -11
right_child=1 -3 3 -5 -6 -7 7 9 -10 10 -12
leaf_value=7.2318354246532669e-05 0.00062123031002723952 0.00023334092625092322 -0.0024668810028041408 0.0029519596569825206 0.002399354752115398 0.0010802306071779047 -0.003427821362542265 -0.00087358548144464085 -0.0012074581265282232 0.0030826654737518603 -0.00033883550117869946
leaf_weight=5710.0846290588379 516.01300024986267 1573.0102300643921 87.958312630653381 69.720973491668701 58.03274405002594 48.979714035987854 86.135064244270325 986.54693830013275 219.42659413814545 61.275692939758301 142.81617498397827
leaf_count=2723 210 892 66 24 25 23 57 521 128 25 86
internal_value=0 -0.000107261 -0.000342567 0.000683744 -0.000127364 -0.00119816 -0.00047757 -0.000796216 7.56207e-05 -0.000605836 0.000688422
internal_weight=0 3849.92 2276.91 264.692 194.971 136.938 2012.21 1276.77 735.44 1190.64 204.092
internal_count=4780 2057 1165 138 114 89 1027 689 338 632 111
is_linear=0
shrinkage=0.06


Tree=781
num_leaves=12
num_cat=0
split_feature=28 119 61 91 58 93 56 102 116 17 147
split_gain=0.0201434 0.0874936 0.150487 0.12722 0.124711 0.139453 0.13447 0.117672 0.18263 0.108497 0.154634
threshold=0.0015833032084628942 0.00044738779251929378 0.0005375427135732026 0.0020292587578296666 0.0053125319536775359 0.00082683752407319855 0.00047558375808876013 0.0016846025246195497 0.0044099434744566688 0.02636832278221846 0.015200819820165636
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 6 -5 -6 -9 10 -4
right_child=1 -3 3 4 7 -7 -8 8 -10 -11 -12
leaf_value=-5.6564380107091184e-05 0.00078162648635798785 0.00086593979206405012 -0.0016120529585243104 -0.0012310654275503228 -0.00017753313208297537 -0.0013119468642895748 0.0019187437698256263 0.0046659428887241734 0.00077859140061168535 0.0011815191252142873 0.0001181478777463276
leaf_weight=6723.8635798692703 623.08381497859955 487.09387373924255 535.25678145885468 77.15010142326355 146.19525825977325 263.47139000892639 132.75184762477875 65.194458484649658 130.79246485233307 90.189964175224304 284.95653331279755
leaf_count=3197 349 238 321 50 76 180 63 23 64 45 174
internal_value=0 0.000134102 -1.76509e-05 -0.000306196 0.000238062 -0.000392757 0.000761022 0.00111073 0.00207171 -0.000793752 -0.00101095
internal_weight=0 2836.14 2349.04 1725.96 815.556 473.373 209.902 342.182 195.987 910.403 820.213
internal_count=4780 1583 1345 996 456 293 113 163 87 540 495
is_linear=0
shrinkage=0.06


Tree=782
num_leaves=12
num_cat=0
split_feature=71 96 92 95 8 147 108 106 50 108 71
split_gain=0.0205435 0.0803914 0.106164 0.153762 0.174824 0.119778 0.073974 0.0498058 0.0368998 0.0815387 0.0769791
threshold=0.15819545835256579 0.0037758676335215573 0.013860232196748258 0.0011261500185355546 0.0018488886416889729 0.00085274505545385193 0.0068083447404205808 0.0022272822679951791 0.26590165495872503 0.0030382014811038975 0.10522961243987085
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -5 -3 -4 10 -10 -1
right_child=1 6 7 5 -6 -7 -8 -9 9 -11 -12
leaf_value=1.9178017658981372e-05 0.00060883140689392979 0.0027017750606881845 -0.00040526197180819508 0.00061217521265061442 -0.0034387392147804505 0.0039635956130435242 -0.00026199167999084856 -0.0028620231465275197 -0.0030016539011324611 0.00080640943899975095 -0.0010474777909968789
leaf_weight=8636.3430143594742 114.17417252063751 85.123766899108887 62.423124670982361 108.36409139633179 57.896609663963318 59.452444553375244 47.088398456573486 56.681110739707947 45.060948491096497 36.751802325248718 250.64058411121368
leaf_count=4356 46 36 36 44 35 16 19 29 25 16 122
internal_value=0 0.000342577 -3.29323e-05 0.000507241 -0.000753054 0.00179948 0.00164621 -0.00157442 -2.25819e-05 -0.001291 -1.0905e-05
internal_weight=0 591.204 458.992 339.887 172.071 167.817 132.212 119.104 8968.8 81.8128 8886.98
internal_count=4780 261 206 141 81 60 55 65 4519 41 4478
is_linear=0
shrinkage=0.06


Tree=783
num_leaves=12
num_cat=0
split_feature=108 44 9 44 100 18 99 29 104 141 15
split_gain=0.0200248 0.118393 0.151385 0.104336 0.167228 0.215904 0.192063 0.222079 0.18901 0.120455 0.243399
threshold=0.0044099434744566688 0.024810968898236755 0.0020932231564074759 0.001792412775103003 0.0021592099219560628 0.00075379351619631063 0.00060774214216507982 0.0041444667149335155 0.0033348383149132137 0.0044099434744566688 0.099488973617553725
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 -6 -8 -9 10 -1
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12
leaf_value=-8.5962705800440948e-05 8.5113680480555635e-05 0.00047485567511912417 0.0040977786711322963 -0.00051579061424131321 0.00022313329825030068 -0.001604424658636347 0.00057109411348567091 0.0058667150734238432 0.0016190063637413004 -0.0010225095037219912 0.0039469240639996564
leaf_weight=1297.3109283447266 4875.8201541900635 317.6582909822464 47.764215111732483 1857.6312826871872 251.38446795940399 101.53785765171051 118.42841875553131 87.151216864585876 66.47802460193634 482.62571537494659 56.209495663642883
leaf_count=705 2212 154 17 1043 115 69 67 30 24 328 16
internal_value=0 -8.85959e-05 0.000948406 -0.00017634 7.98743e-05 0.000927607 0.00141877 0.00252356 0.00402866 -0.000208674 8.15165e-05
internal_weight=0 4684.18 365.423 4318.76 2461.13 624.98 523.442 272.058 153.629 1836.15 1353.52
internal_count=4780 2568 171 2397 1354 305 236 121 54 1049 721
is_linear=0
shrinkage=0.06


Tree=784
num_leaves=12
num_cat=0
split_feature=87 58 83 46 79 86 142 113 1 83 19
split_gain=0.0204046 0.0553045 0.0497377 0.0316811 0.1238 0.0956247 0.128713 0.13469 0.132564 0.125626 0.123736
threshold=0.052634395658969886 0.0062037324532866487 0.016164712607860569 0.059226244688034065 0.0026012937305495147 0.00037263428384903824 0.0028552538715302949 0.0005893622583243997 0.00046126570669002836 0.02636832278221846 0.0016846025246195497
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 8 -8 -5 -9 -7
right_child=1 -3 -4 4 -6 10 7 9 -10 -11 -12
leaf_value=1.6629637382503327e-05 -0.0014548517970558652 0.0020664327081124059 0.00084952072394853609 0.0028353681472267044 -0.001770953729146359 0.0031065484495026072 -0.0045969891280385391 -0.0029384449566765966 -0.0011763073541124201 0.0012359166898452689 -9.3960570580086015e-05
leaf_weight=8729.780782699585 56.073361277580261 63.303142905235291 84.584084630012512 60.06019401550293 176.66050910949707 71.612289071083069 43.641247987747192 46.952264070510864 58.572426319122314 58.03274405002594 110.72702205181122
leaf_count=4353 26 19 28 19 125 28 34 29 33 25 61
internal_value=0 0.000593689 -6.91218e-05 -1.29424e-05 -0.000425163 0.000103638 -0.000619129 -0.00179552 0.000854686 -0.000630976 0.00116301
internal_weight=0 203.961 140.657 9356.04 626.259 449.598 267.259 148.626 118.633 104.985 182.339
internal_count=4780 73 54 4707 354 229 140 88 52 54 89
is_linear=0
shrinkage=0.06


Tree=785
num_leaves=12
num_cat=0
split_feature=3 34 47 54 106 149 98 50 145 72 75
split_gain=0.0209521 0.0773222 0.0945836 0.143394 0.10276 0.094519 0.171755 0.159707 0.0944923 0.0934182 0.114755
threshold=0.00096484774257987748 0.04273676127195359 0.0098710241727530974 0.01884530205279589 0.00099512818269431613 0.000490355829242617 0.015675474889576439 0.015200819820165636 0.004017772153019906 0.00082683752407319855 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 -7 -8 -3 -4 -11
right_child=1 8 5 4 -6 6 7 -9 -10 10 -12
leaf_value=-6.3687107146499777e-05 7.6787789523260309e-05 -0.0003163693869389101 0.0014570485035332293 0.00062253592088729211 -0.003166998224891263 0.0012271157475542216 0.00087991655629116971 -0.0042649367202289758 -0.0042214598832090531 -0.0037696029844018174 0.00015994756854104011
leaf_weight=6314.0607972145081 2038.4682602882385 76.542351961135864 50.331347346305847 36.751802325248718 86.135064244270325 731.72988569736481 45.197082877159119 41.817999601364136 31.481403470039368 50.195212960243225 57.288860201835632
leaf_count=2951 1290 47 19 16 57 277 15 25 22 29 32
internal_value=0 0.000123885 0.000178219 -4.32047e-05 -0.00203366 0.000668282 0.000927439 -0.00159261 -0.00145443 -0.000676218 -0.00167516
internal_weight=0 3245.94 3137.92 2161.36 122.887 976.56 818.745 87.0151 108.024 157.815 107.484
internal_count=4780 1829 1760 1363 73 397 317 40 69 80 61
is_linear=0
shrinkage=0.06


Tree=786
num_leaves=12
num_cat=0
split_feature=17 101 8 104 46 20 112 132 113 27 104
split_gain=0.0216202 0.0925924 0.129062 0.15115 0.207097 0.148345 0.114743 0.183654 0.104867 0.086204 0.0780345
threshold=0.0025217677466571335 0.00096484774257987748 0.0018488886416889729 0.0025217677466571335 0.010829726699739696 0.0014881226234138014 0.00093549740267917525 0.00080172589514404546 0.0013146653072908523 0.00090704852482303988 0.0092791137285530585
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 9 -8 -5 -4 -3
right_child=1 10 6 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-5.546202370322814e-05 -0.0024030173521480372 0.00018868979706256398 -0.0040626852622397853 0.001431596301899667 0.0041820896083666287 0.0021506637529117548 -0.0012856086769466727 0.0024750674327265769 -0.0021778728795437182 -0.0011597173036826073 0.001159689213437141
leaf_weight=6938.4865349531174 86.066997051239014 1331.291396856308 41.142182946205139 83.232451319694519 72.963922381401062 36.751802325248718 108.83570647239685 81.948885202407837 44.453199028968811 350.95808756351471 383.86890208721161
leaf_count=3392 62 734 27 32 24 16 57 31 22 233 150
internal_value=0 0.000146794 -0.000343737 0.000617383 0.00163212 -0.00104039 -0.000877105 0.000329738 0.000174975 -0.00146432 0.000406009
internal_weight=0 2621.51 906.353 323.468 200.65 122.819 582.885 190.785 127.686 392.1 1715.16
internal_count=4780 1388 504 156 78 78 348 88 54 260 884
is_linear=0
shrinkage=0.06


Tree=787
num_leaves=12
num_cat=0
split_feature=78 136 74 56 22 53 32 3 72 52 91
split_gain=0.021313 0.0744487 0.120484 0.106316 0.127616 0.0884865 0.107528 0.138368 0.121494 0.129638 0.130079
threshold=0.0058306583669036635 0.0013560238294303419 0.00040826165059115743 0.00017767510871635753 0.00017767510871635753 0.040252277627587325 0.00099512818269431613 0.00038414125447161501 0.0012357163941487672 0.00899649551138282 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 -2 8 -8 -10 -11
right_child=1 2 -4 -5 -6 -7 7 -9 9 10 -12
leaf_value=-7.3133927059622285e-05 0.00044267419430504086 0.0035802608759497689 -0.00055217845229911728 4.8750134148787096e-05 0.00026051835751483111 -0.0017396205429384283 -0.0038971347071457075 6.3255502373520757e-05 -0.0014017225035066951 0.0031200927367738174 -0.0012866226244488783
leaf_weight=5736.8498817682266 1499.5795478820801 120.12038803100586 147.34268999099731 106.87632369995117 63.842825174331665 100.45849311351776 51.342644691467285 1328.17487180233 308.19685781002045 52.898479580879211 44.317064642906189
leaf_count=2615 807 38 87 58 27 53 40 820 182 21 32
internal_value=0 0.000109742 0.000845642 0.00155379 0.00242817 1.44796e-05 6.81297e-05 -0.000246538 -0.00114737 -0.000799131 0.00111123
internal_weight=0 3823.15 438.182 290.84 183.963 3384.97 3284.51 1784.93 456.755 405.412 97.2155
internal_count=4780 2165 210 123 65 1955 1902 1095 275 235 53
is_linear=0
shrinkage=0.06


Tree=788
num_leaves=12
num_cat=0
split_feature=22 70 22 88 123 77 107 129 54 97 99
split_gain=0.0201046 0.119862 0.0265563 0.0896436 0.140121 0.157885 0.126057 0.108875 0.106948 0.0984311 0.0972429
threshold=0.010180860292166473 0.00082683752407319855 0.0017376682371832433 0.0095705352723598498 0.00038414125447161501 0.004017772153019906 0.00244467705488205 0.00244467705488205 0.0098710241727530974 0.00057154725072905432 0.0014881226234138014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 10 -6 -8 -7 -4
right_child=1 -3 3 -5 7 9 8 -9 -10 -11 -12
leaf_value=2.180278483362469e-05 -0.0011989370070938138 0.0033692756949674188 0.0014715295740427823 -0.002084115650692693 0.0020060713421147613 -0.0008291976954286469 -0.0039816609255977561 -0.00015298289561328646 -0.00042532238742062309 0.0033345021115354628 -0.0021408126778187891
leaf_weight=8703.0300958156586 44.3851318359375 38.711185097694397 58.640493512153625 93.768393754959106 143.29264533519745 39.858616828918457 99.578474879264832 203.48411846160889 43.845449566841125 41.954133987426758 49.451329112052917
leaf_count=4317 27 15 28 68 51 26 70 108 19 15 36
internal_value=0 0.000929207 -8.14757e-06 -0.000344971 -0.000105189 -0.000983611 -0.00172836 0.000739166 -0.00289447 0.00130598 -0.000181094
internal_weight=0 83.0963 9476.9 773.874 680.105 333.328 251.516 346.777 143.424 81.8128 108.092
internal_count=4780 42 4738 421 353 194 153 159 89 41 64
is_linear=0
shrinkage=0.06


Tree=789
num_leaves=12
num_cat=0
split_feature=44 3 132 19 78 7 24 10 98 77 95
split_gain=0.0238227 0.0986133 0.191957 0.10584 0.15681 0.105488 0.182381 0.0881634 0.141708 0.13702 0.14629
threshold=0.00044738779251929378 0.00017767510871635753 0.00017767510871635753 0.0016846025246195497 0.0031340263085439806 0.0015833032084628942 0.001792412775103003 0.00017767510871635753 0.00066645268816500913 0.00017767510871635753 0.00057154725072905432
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -4 8 -1 -9 -11
right_child=-2 2 5 4 -6 -7 -8 9 -10 10 -12
leaf_value=-0.0017442835786248376 4.4452858898258648e-05 0.0013740953278252744 -0.00048231366168441901 0.002307962487468132 -0.0017661943217355217 0.00030388571038833046 -0.0041571399113787448 -0.00033411208423995601 0.0023407766881605335 -0.0039433768894472209 -0.0010824372077272793
leaf_weight=59.18017578125 7834.3038268089294 329.34652042388916 239.4920369386673 88.434782981872559 55.261410236358643 350.35033810138702 61.003424167633057 219.43144941329956 63.235075712203979 117.00871825218201 142.95230937004089
leaf_count=36 3860 153 131 31 38 230 45 80 24 76 76
internal_value=0 -0.000201807 0.000193748 -0.000721884 0.000741159 -0.000403542 -0.00122834 -0.00107122 0.000365904 -0.0014382 -0.00237015
internal_weight=0 1725.7 980.192 745.504 143.696 650.846 300.495 601.808 122.415 479.392 259.961
internal_count=4780 920 559 361 69 406 176 292 60 232 152
is_linear=0
shrinkage=0.06


Tree=790
num_leaves=12
num_cat=0
split_feature=8 147 40 19 106 99 125 14 32 149 133
split_gain=0.0211266 0.0944104 0.166605 0.129475 0.116027 0.103772 0.0921304 0.127734 0.0997048 0.0913796 0.124285
threshold=0.0044099434744566688 0.00043393640953581786 0.0011980500421486797 0.017188700847327713 0.011519505176693203 0.0030382014811038975 0.0041444667149335155 0.00070876078098081063 0.000490355829242617 0.012636432424187662 0.0048403022810816774
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -5 8 -8 -4 10 -2
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=-7.1387576522128105e-05 0.0046676527204216021 -4.6412566730294925e-05 -0.0018122437870730247 -8.9965797161979178e-05 -0.0014256173943466405 -0.0034864708656511707 0.0043913402319037745 0.00024692234128387936 0.0011706701544725671 0.00072701920643128881 0.001149936399495584
leaf_weight=5827.2246264219284 73.031989574432373 2930.7216883897781 54.721727967262268 74.719103574752808 80.529184699058533 57.15272581577301 60.06019401550293 48.303897380828857 153.49310708045959 128.42953419685364 71.612289071083069
leaf_count=2837 19 1591 30 38 40 42 19 25 64 47 28
internal_value=0 0.000111443 0.00068825 6.69316e-05 0.000607867 -0.001562 0.00112513 0.00254394 0.000386719 0.00189183 0.00292606
internal_weight=0 3732.78 802.054 528.98 397.108 131.872 316.579 108.364 208.215 273.074 144.644
internal_count=4780 1943 352 258 178 80 138 44 94 94 47
is_linear=0
shrinkage=0.06


Tree=791
num_leaves=12
num_cat=0
split_feature=29 3 10 106 96 78 147 27 29 54 122
split_gain=0.0195787 0.0842924 0.14744 0.111356 0.090481 0.0331997 0.0995953 0.134897 0.206952 0.158371 0.144946
threshold=0.074787221848964705 0.00038414125447161501 0.0020292587578296666 0.0084566329605877417 0.0037758676335215573 0.0058306583669036635 0.00017767510871635753 0.0028552538715302949 0.04673989117145539 0.011880517937242987 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 8 9 10 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12
leaf_value=0.00024851476633071246 0.0020251228408381351 0.0020965501867026282 -0.0032813843791393775 -0.0016505916799925448 0.0016721630850271034 0.00012072945285994071 -0.0011139342082843813 0.00021860890755123123 -0.0044210013507766871 9.2781177788284384e-05 0.00094409545673868815
leaf_weight=1839.9579021930695 80.665319085121155 83.976335167884827 56.00529408454895 60.599876284599304 57.493061780929565 3760.6589945554733 1201.1747486591339 1224.8234763145447 48.843579649925232 1008.5231177806854 137.27836263179779
leaf_count=769 30 25 31 27 17 2134 668 646 33 336 64
internal_value=0 0.000447999 -9.54045e-05 -0.00107791 -3.29222e-05 -1.64571e-05 -0.000110936 -0.000293604 -0.000555464 -0.000475017 -0.000902853
internal_weight=0 338.74 254.764 174.098 118.093 9221.26 5460.6 3620.64 2395.82 2346.98 1338.45
internal_count=4780 130 105 75 44 4650 2516 1747 1101 1068 732
is_linear=0
shrinkage=0.06


Tree=792
num_leaves=12
num_cat=0
split_feature=122 131 52 105 5 21 9 69 11 10 141
split_gain=0.0197559 0.0606393 0.0812943 0.0246417 0.099792 0.0931172 0.0818407 0.120902 0.146229 0.103566 0.0985008
threshold=0.014740333426743748 0.011880517937242987 0.0053125319536775359 0.0041444667149335155 0.00075379351619631063 0.0079489401541650313 0.0010263677686452868 0.0022975050378590827 0.004017772153019906 0.028884131461381916 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 9 8 -8 -5 -10
right_child=1 -3 -4 4 -6 -7 7 -9 10 -11 -12
leaf_value=6.5596525404463521e-05 0.0014311221825312466 -0.0027346010976557517 -0.0020663401892497524 -0.00023951637965364254 -0.00065063468356146544 -0.001291728914377155 0.00027084971991451037 2.8796899859541279e-05 0.0021164977492573794 0.0023020772580888897 0.0057210716776897232
leaf_weight=7122.8581513166428 61.275692939758301 38.506983518600464 39.250867366790771 736.1737676858902 905.60935044288635 143.0203765630722 97.2155442237854 234.82938754558563 76.070736885070801 62.627326250076294 42.561883449554443
leaf_count=3427 25 30 23 427 511 71 53 140 34 21 18
internal_value=0 -0.00071 6.55285e-05 1.04781e-05 -0.000160358 0.000158492 0.00032449 0.000970974 0.001996 -4.02512e-05 0.00340971
internal_weight=0 139.034 100.527 9420.97 2298.11 1392.5 1249.48 450.678 215.848 798.801 118.633
internal_count=4780 78 48 4702 1275 764 693 245 105 448 52
is_linear=0
shrinkage=0.06


Tree=793
num_leaves=12
num_cat=0
split_feature=44 126 92 109 102 143 118 113 21 50 145
split_gain=0.021928 0.113513 0.131515 0.118683 0.0957646 0.0882209 0.149014 0.201704 0.1385 0.120137 0.0913665
threshold=0.00044738779251929378 0.00062670491752214741 0.011169348377734424 0.011519505176693203 0.0019071503775194289 0.0014881226234138014 0.00047558375808876013 0.0013146653072908523 0.0011261500185355546 0.0028552538715302949 0.00044738779251929378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 8 -8 10 -9 -7
right_child=-2 2 -4 -5 -6 6 7 9 -10 -11 -12
leaf_value=-0.00044641720946741819 4.2648526286874814e-05 -0.0023423821234665201 -0.0040080340494189981 -0.001923525826944351 0.000134757318817458 -0.0021402869129839826 0.00040506653062439315 -0.00093312319787276158 0.0034725923905069714 -0.0058709050393734924 0.0012327780814390947
leaf_weight=495.33009743690491 7834.3038268089294 83.840200781822205 51.478779077529907 103.5653076171875 170.31560099124908 33.440786242485046 406.83210253715515 41.817999601364136 94.92068076133728 30.805586814880371 213.34909951686859
leaf_count=300 3860 35 30 63 67 21 226 25 31 24 98
internal_value=0 -0.000193615 -0.00124254 3.21406e-05 -0.000682394 0.000185988 0.000567456 -0.000114889 0.00152486 -0.00302764 0.000775717
internal_weight=0 1725.7 305.635 1420.06 254.156 1316.5 821.166 479.456 341.711 72.6236 246.79
internal_count=4780 920 132 788 102 725 425 275 150 49 119
is_linear=0
shrinkage=0.06


Tree=794
num_leaves=12
num_cat=0
split_feature=133 116 93 78 87 59 37 113 144 98 92
split_gain=0.0199923 0.0787261 0.0987093 0.0908066 0.0963198 0.107968 0.147322 0.102595 0.0877516 0.159805 0.0927454
threshold=0.010829726699739696 0.0014427106943912806 0.010829726699739696 0.023343417793512348 0.000490355829242617 0.00080172589514404546 0.00057154725072905432 0.0023699469165876512 0.0013146653072908523 0.0051502294372767219 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7 9 10 -4
right_child=1 2 8 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-4.3389489222607928e-05 -0.00073886976471021536 0.00082657457836455303 0.0040988516847309323 -0.0012275662673088563 -0.0031213774147505467 -0.003095498393103825 0.00070888117110619341 -0.00014494563467647091 0.0028315192359577176 -0.0011497080170482124 0.00084047672292973511
leaf_weight=7647.5741350650787 289.01143324375153 582.21390080451965 48.440031766891479 162.47321462631226 44.317064642906189 76.406217575073242 330.49395215511322 95.392295837402344 92.217414140701294 101.81012642383575 89.65028190612793
leaf_count=3760 162 302 15 119 32 57 164 44 39 49 37
internal_value=0 0.00017351 0.000335938 9.86646e-05 0.000289551 -0.000282453 -3.19756e-05 -0.00145718 0.00125847 0.000653794 0.00198347
internal_weight=0 1912.43 1623.41 1291.3 1128.82 546.61 502.292 171.799 332.118 239.9 138.09
internal_count=4780 1020 858 718 599 297 265 101 140 101 52
is_linear=0
shrinkage=0.06


Tree=795
num_leaves=12
num_cat=0
split_feature=135 81 10 71 19 53 100 123 86 112 99
split_gain=0.0195584 0.0951812 0.101453 0.0847359 0.176647 0.162606 0.131802 0.185622 0.132888 0.137542 0.131439
threshold=0.0023699469165876512 0.013860232196748258 0.004017772153019906 0.015200819820165636 0.011880517937242987 0.011169348377734424 0.024810968898236755 0.00047558375808876013 0.00040826165059115743 0.00082683752407319855 0.00085274505545385193
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 -6 7 -5 -9 -10 -2
right_child=1 2 -4 6 5 -7 -8 8 9 -11 -12
leaf_value=-4.9420422568444806e-05 0.00026659181158447448 -0.0020427870572855356 9.9687523539190132e-05 0.00059984869901083559 0.0001128900530080012 -0.00403964572979351 -0.0017425573053500832 -0.0035804763569478046 0.0012163354647944219 -0.0026835275779457015 0.0019338774739228396
leaf_weight=7179.247572183609 307.52589643001556 137.47770893573761 188.89327609539032 835.83487558364868 138.28965997695923 44.992881298065186 142.41262710094452 68.165138602256775 81.880818009376526 54.045911312103271 381.23370265960693
leaf_count=3668 136 97 84 348 85 30 68 43 36 32 153
internal_value=0 0.000149029 -0.00080279 0.000300241 0.000748931 -0.00090649 -3.06938e-05 0.000203737 -0.00141849 -0.000334292 0.00118945
internal_weight=0 2380.75 326.371 2054.38 872.042 183.283 1182.34 1039.93 204.092 135.927 688.76
internal_count=4780 1112 181 931 404 115 527 459 111 68 289
is_linear=0
shrinkage=0.06


Tree=796
num_leaves=12
num_cat=0
split_feature=58 29 95 81 18 105 3 125 31 58 43
split_gain=0.0206559 0.149701 0.190877 0.151684 0.157654 0.126775 0.120991 0.252154 0.112297 0.107648 0.0944179
threshold=0.0015349716995842757 0.0087224207818508166 0.0012745757703669371 0.0018488886416889729 0.0021592099219560628 0.00017767510871635753 0.00038414125447161501 0.00042089859198313212 0.00052132029668428015 0.00077738583786413084 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 6 -3 9 -8 -4 -5 -1
right_child=-2 2 8 4 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00025021856874159144 -5.9216339964017953e-05 -0.00024998358245146521 0.002096714794409833 -0.0033945746613934262 0.0035107303806203674 -0.003638022004883694 0.0042916887989713805 -0.0012813013109843165 0.00016211290173437083 0.00060655461363333591 0.0017621766925351517
leaf_weight=1924.9796149730682 6589.419762969017 99.379128575325012 366.50672590732574 54.045911312103271 56.749177932739258 66.273823022842407 53.574296236038208 64.314440250396729 153.15277111530304 43.845449566841125 87.758966326713562
leaf_count=1146 3163 37 139 32 24 39 19 40 89 19 33
internal_value=0 0.000131355 0.000748788 -0.000173599 0.000696736 -0.00160546 -4.3332e-05 0.00125133 0.00152655 -0.00160247 -0.000162475
internal_weight=0 2970.58 957.842 438.182 272.529 165.653 215.78 117.889 519.659 97.8914 2012.74
internal_count=4780 1617 438 210 134 76 110 59 228 51 1179
is_linear=0
shrinkage=0.06


Tree=797
num_leaves=12
num_cat=0
split_feature=121 110 21 121 43 51 129 53 45 15 123
split_gain=0.0225903 0.0823948 0.119465 0.204136 0.117503 0.129959 0.192024 0.147576 0.17014 0.131254 0.105238
threshold=0.00075379351619631063 0.00075379351619631063 0.00040826165059115743 0.00064626874518580746 0.00085274505545385193 0.0068083447404205808 0.00244467705488205 0.015675474889576439 0.0031340263085439806 0.011169348377734424 0.0005893622583243997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 8 -7 -8 -3
right_child=-2 4 -4 -5 -6 7 9 -9 -10 -11 -12
leaf_value=0.00020208133264773155 -9.3156870504708397e-05 0.0005086832791328322 -0.00040900987984858841 0.0044508835116891339 -0.00068105736154625658 0.00070693681248461281 -0.00028729764119084244 -0.0008314003728591067 0.0037446192596196628 -0.0033600244345570966 0.0023627611701030507
leaf_weight=1371.6167734861374 4732.3233072757721 578.77160561084747 1797.9162799119949 41.954133987426758 278.27128922939301 124.17043268680573 225.57215595245361 66.341890215873718 142.61682868003845 64.314440250396729 136.13093090057373
leaf_count=821 2176 269 951 15 141 74 153 34 53 40 53
internal_value=0 9.13169e-05 -8.45261e-05 0.000328184 0.00044073 0.000674048 0.000333554 0.00170105 0.00233079 -0.000969015 0.000861735
internal_weight=0 4827.68 3211.49 1413.57 1616.19 1337.92 1004.79 333.129 266.787 289.887 714.903
internal_count=4780 2604 1787 836 817 676 515 161 127 193 322
is_linear=0
shrinkage=0.06


Tree=798
num_leaves=12
num_cat=0
split_feature=23 26 121 94 35 63 24 5 75 23 140
split_gain=0.0207426 0.0510259 0.0566242 0.220178 0.0901001 0.061148 0.0468327 0.0754401 0.0818413 0.0814721 0.0991076
threshold=0.0019672545604407792 0.020658296532928947 0.076978169381618514 0.00017767510871635753 0.0014427106943912806 0.0014881226234138014 0.0032328735105693345 0.00043393640953581786 0.0010918468469753864 0.00093549740267917525 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 7 8 9 10 -1
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.002157050648993116 -1.9805874440388006e-05 0.0016564281965488756 -0.0042693693472989737 0.0025210783721577434 -0.0018043682487057222 -0.00036744178082986136 -0.00040220131464224215 -0.00040787175941855167 0.0003038302964680883 0.0028245063916519332 -0.001721587450702591
leaf_weight=54.789795160293579 8140.2787436246872 63.910892367362976 55.329477429389954 55.533679008483887 57.356927394866943 50.263280153274536 300.35932672023773 247.52891433238983 374.06227767467499 118.76875472068787 41.817999601364136
leaf_count=25 3967 22 33 18 27 24 186 160 251 42 25
internal_value=0 -3.24767e-05 -4.539e-05 -0.000998607 0.000110588 0.00114877 0.000240512 0.00047116 0.0008403 0.00177203 0.000478129
internal_weight=0 8422.67 8358.76 218.483 163.154 105.797 1137.33 836.968 589.439 215.377 96.6078
internal_count=4780 4091 4069 102 69 42 689 503 343 92 50
is_linear=0
shrinkage=0.06


Tree=799
num_leaves=12
num_cat=0
split_feature=121 26 141 35 32 80 133 108 58 114 147
split_gain=0.0192787 0.0964375 0.0755663 0.0912928 0.204573 0.168985 0.0836866 0.109742 0.096103 0.139243 0.08513
threshold=0.00075379351619631063 0.0053125319536775359 0.007706565549597145 0.00044738779251929378 0.0010918468469753864 0.0014427106943912806 0.0054799309000372895 0.0022975050378590827 0.029773407615721229 0.0016846025246195497 0.0013146653072908523
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 10 -8 9 -9 -6
right_child=2 -3 3 4 6 -7 7 8 -10 -11 -12
leaf_value=5.3648858563298071e-05 1.4812103270584985e-05 0.0024260824557051411 0.00077074912378977329 -0.0001107927697014747 0.0025658921794639014 -0.0037883917642568899 0.0013346310990070044 -0.0036144826245691564 0.0014279426073705466 -2.2342912370228125e-05 -0.00064326162718654847
leaf_weight=4765.1855690479279 4020.6685749292374 62.491191864013672 131.60441589355469 68.301272988319397 67.153841257095337 131.7356950044632 66.409957408905029 92.552894830703735 33.508853435516357 66.949639678001404 53.438161849975586
leaf_count=2573 1806 31 52 33 22 90 29 62 16 37 29
internal_value=0 8.43585e-05 -8.60583e-05 -0.00065595 -0.000979646 -0.0025327 -0.000162127 -0.000769193 -0.00149306 -0.00210672 0.00114381
internal_weight=0 4827.68 4732.32 711.655 580.05 200.037 380.013 259.421 193.011 159.503 120.592
internal_count=4780 2604 2176 370 318 123 195 144 115 99 51
is_linear=0
shrinkage=0.06


Tree=800
num_leaves=12
num_cat=0
split_feature=72 63 47 147 99 96 124 88 24 21 76
split_gain=0.0208132 0.117705 0.129807 0.203392 0.0886857 0.100333 0.148283 0.152156 0.177587 0.11293 0.108455
threshold=0.0095705352723598498 0.00062670491752214741 0.0098710241727530974 0.0053125319536775359 0.0022272822679951791 0.00093549740267917525 0.00073092587990686308 0.00080172589514404546 0.001792412775103003 0.0011261500185355546 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -3 -7 9 -9 -8 -10
right_child=1 4 3 -5 -6 6 7 8 10 -11 -12
leaf_value=-4.5496686203978106e-05 -0.00017460972828586553 -0.00064296541042081789 0.00034818767414802106 -0.0055005437496440232 6.1401307769342008e-06 -0.0010016861942696662 0.0054295516287407699 0.003210563002085116 0.0011552010942368388 0.0017162845698768679 -0.0013486870369874453
leaf_weight=7562.664280295372 285.63234996795654 124.64204776287079 39.387001752853394 46.884196877479553 923.37507450580597 90.121896982192993 57.424994587898254 99.782676458358765 171.79851341247559 60.599876284599304 97.687159299850464
leaf_count=3613 172 87 13 34 540 50 22 55 101 27 66
internal_value=0 0.000172268 -0.000790658 -0.00283031 0.000392588 0.00090086 0.00123411 0.00164761 0.00104821 0.00352297 0.000247555
internal_weight=0 1997.34 371.904 86.2712 1625.43 702.057 577.415 487.293 369.268 118.025 269.486
internal_count=4780 1167 219 47 948 408 321 271 222 49 167
is_linear=0
shrinkage=0.06


Tree=801
num_leaves=12
num_cat=0
split_feature=104 120 92 71 71 141 52 19 23 76 127
split_gain=0.0208364 0.0643368 0.072651 0.101808 0.165478 0.163666 0.0951123 0.0902301 0.203847 0.0843965 0.0794946
threshold=0.015200819820165636 0.0012745757703669371 0.00017767510871635753 0.0092791137285530585 0.017724351026117805 0.00017767510871635753 0.0026012937305495147 0.0034400182776153092 0.036783467978239066 0.00070876078098081063 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -6 8 9 -7 -4
right_child=1 -3 10 4 6 7 -8 -9 -10 -11 -12
leaf_value=-4.4183025697897383e-05 0.00033749845701250763 -0.0011909002593023304 0.00069942260190746603 0.0024063405013441484 -0.0023880675598721554 -0.0034508877777542153 0.00075332973082833823 -0.00012987251852258921 -0.0065029068202702572 8.5895936821652849e-05 -0.0013344784585044838
leaf_weight=7655.3728239536285 218.42015206813812 116.13355529308319 1039.6690405607224 115.05419075489044 63.235075712203979 42.425749063491821 76.882687926292419 61.951509594917297 39.926684021949768 56.817245125770569 74.111354112625122
leaf_count=4140 59 45 335 29 24 28 22 23 21 19 35
internal_value=0 0.000177587 0.000266448 -0.000224876 0.000720173 -0.000799671 -0.000664381 -0.00203465 -0.00288256 -0.00142606 0.000564086
internal_weight=0 1904.63 1788.49 674.713 255.172 419.541 140.118 201.121 139.17 99.243 1113.78
internal_count=4780 640 595 225 75 150 46 91 68 47 370
is_linear=0
shrinkage=0.06


Tree=802
num_leaves=12
num_cat=0
split_feature=123 1 116 100 30 40 95 87 8 20 125
split_gain=0.019799 0.0637293 0.0832776 0.13733 0.167774 0.116215 0.0670341 0.0699243 0.0670972 0.0666901 0.0687452
threshold=0.00066645268816500913 0.00046126570669002836 0.0019672545604407792 0.0058306583669036635 0.0062037324532866487 0.0066005610860884198 0.0036604277556762104 0.000490355829242617 0.0013560238294303419 0.0049928687512874612 0.0041444667149335155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 -2 -9 -3 -11
right_child=1 9 3 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-5.3014344111415053e-05 -0.00028631208990955169 -0.00017780282013388636 0.0044412875941428022 -0.00098949321937050259 -0.00098403840886597863 0.0009781410314016999 -0.0016330706303423819 0.00017394903060212146 0.0027830875047580336 0.0014368823442452851 -0.00053832122101832725
leaf_weight=6942.8137036561966 193.68720459938049 1665.7673264741898 98.163629651069641 61.20762574672699 44.317064642906189 54.113978505134583 66.273823022842407 71.612289071083069 70.328722953796387 198.48598837852478 93.228711485862732
leaf_count=3360 113 939 31 30 32 27 39 28 27 94 60
internal_value=0 0.000140635 0.000650644 0.00149234 0.00226504 0.00321061 0.000110731 0.000455066 0.00146672 -3.12463e-05 0.00080563
internal_weight=0 2617.19 659.704 257.802 196.595 152.278 401.902 335.628 141.941 1957.48 291.715
internal_count=4780 1420 327 120 90 58 207 168 55 1093 154
is_linear=0
shrinkage=0.06


Tree=803
num_leaves=12
num_cat=0
split_feature=41 54 80 137 93 28 54 62 118 110 121
split_gain=0.0193991 0.0570917 0.0541771 0.0304167 0.0897565 0.0944151 0.0807583 0.14126 0.11251 0.0948854 0.0708629
threshold=0.0010585968848317864 0.0062037324532866487 0.0025217677466571335 0.00017767510871635753 0.021960759535431865 0.002945306478068233 0.0072436286136507997 0.00085274505545385193 0.00042089859198313212 0.00899649551138282 0.0011261500185355546
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 10 7 8 -6 -9 -5
right_child=1 2 -4 4 6 -7 -8 9 -10 -11 -12
leaf_value=6.7109292612657734e-05 3.341300615429026e-05 0.00043076156851708832 0.0033821242840803506 -0.00016668801440514544 -0.0044301026767596258 0.00034036866197592592 0.0019119100497029574 -9.7985398945253573e-05 -0.000257417442399255 0.0029189640434431692 -0.00083103311325385476
leaf_weight=5672.7931444644928 333.73204576969147 50.871029615402222 39.994751214981079 1358.1101509332657 34.048535704612732 708.07144749164581 131.13280081748962 83.096316933631897 73.435537457466125 68.437407374382019 1006.2769004106522
leaf_count=2699 212 27 16 765 24 395 39 42 37 23 501
internal_value=0 0.000396449 0.00172981 -1.84263e-05 -0.000158559 -0.000267416 0.000698695 8.44807e-05 -0.00157923 0.00126456 -0.000449432
internal_weight=0 424.598 90.8658 9135.4 3462.61 3072.46 390.151 259.018 107.484 151.534 2364.39
internal_count=4780 255 43 4525 1826 1661 165 126 61 65 1266
is_linear=0
shrinkage=0.06


Tree=804
num_leaves=12
num_cat=0
split_feature=90 126 53 52 84 31 20 52 88 50 120
split_gain=0.0197666 0.0225144 0.135235 0.109957 0.088947 0.084658 0.0814314 0.0971584 0.107655 0.0729678 0.062887
threshold=0.0070226341485977182 0.002945306478068233 0.00244467705488205 0.012636432424187662 0.0005375427135732026 0.0068083447404205808 0.0042751494329422721 0.0046923852059990176 0.00080172589514404546 0.0020292587578296666 0.00060774214216507982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 6 7 10 -9 -4 -6
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=2.7227571188100414e-05 0.0011033229499134033 -0.0030982756780509957 -0.0034600752624487862 0.0017669000150811744 0.0003365479488555959 -0.0018912275487668385 -0.0014110733492633234 -0.0033135697155613026 0.00040749253374425292 -0.00067235747610723551 0.0018082926173232752
leaf_weight=8369.405052781105 58.100811243057251 57.288860201835632 52.290730118751526 102.082395195961 380.49467408657074 81.880818009376526 104.51339304447174 49.047781229019165 65.194458484649658 95.596497416496277 144.10459637641907
leaf_count=4383 20 32 18 29 112 36 41 18 23 29 39
internal_value=0 -6.74643e-06 -0.000257823 -0.000106478 -0.000302999 -6.0165e-05 0.000141527 0.00039553 -0.00119008 -0.00165805 0.000740828
internal_weight=0 9501.9 1132.49 1075.21 973.123 825.236 743.355 638.842 114.242 147.887 524.599
internal_count=4780 4760 377 345 316 269 233 192 41 47 151
is_linear=0
shrinkage=0.06


Tree=805
num_leaves=12
num_cat=0
split_feature=29 135 81 19 45 53 19 5 126 23 135
split_gain=0.021401 0.0687311 0.0501935 0.0950503 0.0479183 0.183742 0.183273 0.152646 0.247442 0.124096 0.0975832
threshold=0.0010585968848317864 0.1067372113466263 0.020658296532928947 0.014293605927377941 0.0022975050378590827 0.0014881226234138014 0.011880517937242987 0.00066645268816500913 0.0003614811430452392 0.00899649551138282 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 7 9 -9 -6 -7
right_child=4 -3 3 -5 5 10 -8 8 -10 -11 -12
leaf_value=3.3165461648957504e-05 -0.00026023506747491421 0.0027331143092344137 -0.00075656356432861273 0.0027036344536956179 -0.00097792431533204696 -0.00019339264192501094 -0.0015280715485051055 0.0061305251395828856 0.00076865603387681124 0.002444382859573135 0.0003648101645225247
leaf_weight=1231.912268280983 2431.7305283546448 38.0353684425354 47.56001353263855 71.612289071083069 73.367470264434814 3795.6263906955719 62.35505747795105 66.47802460193634 58.03274405002594 79.449820160865784 1603.840093255043
leaf_count=697 1417 17 32 28 42 1757 41 24 25 24 676
internal_value=0 0.000217723 0.00014691 0.00132272 -3.70148e-05 5.75657e-05 0.0014111 0.00207195 0.00363143 0.000801336 -2.75859e-05
internal_weight=0 1389.12 1351.08 119.172 8170.88 5739.15 339.683 277.328 124.511 152.817 5399.47
internal_count=4780 774 757 60 4006 2589 156 115 49 66 2433
is_linear=0
shrinkage=0.06


Tree=806
num_leaves=12
num_cat=0
split_feature=36 103 128 99 133 124 113 54 105 20 95
split_gain=0.019885 0.0884686 0.0765855 0.105476 0.078228 0.117563 0.105982 0.174755 0.12045 0.0860737 0.0770009
threshold=0.0010918468469753864 0.001792412775103003 0.00017767510871635753 0.017188700847327713 0.0010263677686452868 0.0005893622583243997 0.0016846025246195497 0.00073092587990686308 0.0015349716995842757 0.00090704852482303988 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 7 -6 -8 -10 -4
right_child=1 -3 4 -5 5 -7 8 -9 9 -11 -12
leaf_value=-5.3156672880592856e-05 -0.0022279954249690443 -0.0014271809786719802 -4.1480737134724817e-05 0.00081606304341481667 0.00017076062407372463 0.00022766314920623235 -0.0021323727064259559 0.0035978114508326349 -0.00027075393451682096 0.0032322695266004207 -0.0022050741405018528
leaf_weight=6940.859176158905 102.28174149990082 123.42654883861542 254.75869596004486 68.369340181350708 88.838330864906311 1615.4359791278839 52.762345194816589 134.91543197631836 52.8304123878479 48.371964573860168 77.15010142326355
leaf_count=3313 62 81 153 28 49 920 31 47 26 20 50
internal_value=0 0.000140868 0.000218416 -0.00100843 0.000308462 0.000450484 0.00140345 0.00223715 0.00019185 0.0014036 -0.000544394
internal_weight=0 2619.14 2495.71 170.651 2325.06 1993.15 377.718 223.754 153.965 101.202 331.909
internal_count=4780 1467 1386 90 1296 1093 173 96 77 46 203
is_linear=0
shrinkage=0.06


Tree=807
num_leaves=12
num_cat=0
split_feature=29 109 125 53 95 94 9 24 42 77 20
split_gain=0.0194134 0.0730296 0.0508792 0.0908184 0.148207 0.107468 0.0805755 0.125303 0.108046 0.0989509 0.0783471
threshold=0.0010585968848317864 0.01884530205279589 0.00017767510871635753 0.00017767510871635753 0.00066645268816500913 0.0014427106943912806 0.0020932231564074759 0.002945306478068233 0.0051502294372767219 0.00068727668258361529 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 -4 -10 -11
right_child=-2 -3 6 4 5 -7 7 -9 9 10 -12
leaf_value=-0.0019917992882723572 -3.5254032313877673e-05 0.0021086125439485912 0.00053029567950911344 0.0010016426005156995 -0.0035775418117416449 0.00067829258707794902 -0.00032265155711897912 0.0045351533051208384 0.00058596783780009206 -0.0040791706254232505 -0.00081293346015110521
leaf_weight=103.36110603809357 8170.8801288604736 69.113224029541016 673.34223985671997 197.54275822639465 55.329477429389954 34.79241955280304 36.615667939186096 39.994751214981079 72.288105726242065 48.235830187797546 58.504359126091003
leaf_count=78 4006 21 421 68 33 17 26 16 26 30 38
internal_value=0 0.000207366 0.00010782 -0.000466341 8.17729e-05 -0.00193454 0.000349496 0.00221338 0.000181971 -0.00112811 -0.00228894
internal_weight=0 1389.12 1320.01 391.026 287.665 90.1219 928.981 76.6104 852.371 179.028 106.74
internal_count=4780 774 753 196 118 50 557 42 515 94 68
is_linear=0
shrinkage=0.06


Tree=808
num_leaves=12
num_cat=0
split_feature=22 70 122 39 50 101 117 95 105 87 80
split_gain=0.0188793 0.102502 0.0211432 0.102798 0.0540968 0.0293599 0.141187 0.129801 0.105115 0.115885 0.171419
threshold=0.010180860292166473 0.00082683752407319855 0.014740333426743748 0.0016846025246195497 0.018276390619575981 0.010829726699739696 0.00093549740267917525 0.0042751494329422721 0.0017376682371832433 0.0058306583669036635 0.0022272822679951791
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 -1 -7 8 9 10 -8
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-3.7540566570690357e-05 -0.0010675532459763215 0.0031568984855339152 -0.0038739366824317627 -0.00098627264457683684 0.0019050232629875938 0.0030748330628565111 -0.00034550612343534802 0.00098025572773209027 0.00022190417769038623 0.0018744824302950967 -0.0036037170750560141
leaf_weight=8186.6135476827621 44.3851318359375 38.711185097694397 29.590087890625 58.504359126091003 38.711185097694397 61.815375208854675 132.61571323871613 406.16114115715027 423.25104856491089 36.144052863121033 103.49724042415619
leaf_count=4089 27 15 18 38 15 33 73 180 211 13 68
internal_value=0 0.000900447 -7.89538e-06 -0.000777455 0.00016504 2.54135e-06 0.000284569 0.000128006 -0.000369689 -0.00128938 -0.0017737
internal_weight=0 83.0963 9476.9 126.806 97.2155 9350.1 1163.48 1101.67 695.508 272.257 236.113
internal_count=4780 42 4738 71 53 4667 578 545 365 154 141
is_linear=0
shrinkage=0.06


Tree=809
num_leaves=12
num_cat=0
split_feature=31 149 53 36 19 5 102 68 95 35 11
split_gain=0.0207269 0.0841135 0.165101 0.198757 0.135926 0.135858 0.169197 0.0944732 0.132864 0.11347 0.0921997
threshold=0.0056525857653468856 0.000490355829242617 0.011169348377734424 0.00085274505545385193 0.0034400182776153092 0.00096484774257987748 0.0036604277556762104 0.0020292587578296666 0.0019071503775194289 0.0022975050378590827 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 7 -4 -7 -3 9 -9 -6
right_child=1 2 3 -5 10 6 -8 8 -10 -11 -12
leaf_value=-3.5025637765857301e-05 -0.00065645077213163233 -0.00025702084309729473 -0.00027519094788173244 0.001815817492989574 -0.00026300475954397985 -0.0065839966939816941 -0.0012844752909414701 0.0027059645885186153 0.0044940795047761521 -0.00037417803101025097 0.0017633318059220261
leaf_weight=8261.4736409187317 300.89900898933411 60.395674705505371 88.906398057937622 71.612289071083069 324.815150141716 38.506983518600464 49.655530691146851 109.71572470664978 75.531054615974426 70.868405222892761 107.62020754814148
leaf_count=4069 194 42 44 28 200 30 21 40 26 35 51
internal_value=0 0.00022284 0.000488047 -0.000851462 0.000932819 -0.00193019 -0.00359916 0.00187763 0.00238101 0.00149719 0.00024129
internal_weight=0 1298.53 997.627 248.681 748.946 177.069 88.1625 316.511 256.115 180.584 432.435
internal_count=4780 711 517 123 394 95 51 143 101 75 251
is_linear=0
shrinkage=0.06


Tree=810
num_leaves=12
num_cat=0
split_feature=105 66 65 79 23 8 128 98 20 117 29
split_gain=0.0192319 0.0765783 0.0830039 0.110876 0.11058 0.108856 0.10203 0.084132 0.0712985 0.0915981 0.1456
threshold=0.00017767510871635753 0.011169348377734424 0.00087947337306104611 0.0013146653072908523 0.094028618186712279 0.00017767510871635753 0.0019071503775194289 0.0022975050378590827 0.018276390619575981 0.0027679565828293566 0.018276390619575981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 -6 7 -4 9 10 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00015069825623001222 -4.5505026228875577e-05 -0.0021549505730603701 -0.0015568248339736721 0.00068915331578158965 -0.0035749735962812262 3.4708536060292605e-05 -1.1205079085429351e-05 -0.0054289289371661784 0.0024892825161845862 0.00082317225952579284 -0.0031134718792955791
leaf_weight=714.83446931838989 7434.3417488336563 50.263280153274536 45.060948491096497 100.45849311351776 48.911646842956543 78.098186850547791 58.572426319122314 36.615667939186096 61.275692939758301 878.73709499835968 52.8304123878479
leaf_count=327 3844 24 25 53 28 28 33 26 25 341 26
internal_value=0 0.000159151 0.000215195 -0.000832383 0.000352635 -0.00135538 -0.00192224 -0.00329269 0.000479671 0.000404877 -7.39407e-05
internal_weight=0 2125.66 2075.4 240.708 1834.69 127.01 140.249 81.6766 1707.68 1646.4 767.665
internal_count=4780 936 912 137 775 56 84 51 719 694 353
is_linear=0
shrinkage=0.06


Tree=811
num_leaves=12
num_cat=0
split_feature=104 104 83 124 72 52 43 11 112 143 42
split_gain=0.0212816 0.0880343 0.0863803 0.137622 0.145567 0.0985601 0.0822464 0.080317 0.225973 0.125379 0.0884154
threshold=0.015200819820165636 0.024810968898236755 0.036783467978239066 0.0018488886416889729 0.001792412775103003 0.0026012937305495147 0.0019672545604407792 0.00057154725072905432 0.0028552538715302949 0.002945306478068233 0.049604203552007682
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 -3 9 -9 -11
right_child=1 7 6 -5 -6 -7 -8 8 -10 10 -12
leaf_value=-4.4652508340051529e-05 -0.0019044764905821251 0.00042011225553970934 0.0025266982230821872 -0.0010480903526922864 0.0022801688058275657 0.0010255142558585385 0.00040550087847832008 -0.001864266296477341 -0.0035884846458656681 -0.00047557250703643227 0.0012477174903489697
leaf_weight=7655.3728239536285 73.571671843528748 484.53645205497742 142.75296306610107 193.89140617847443 157.6841413974762 94.312931299209595 122.07977080345154 123.29526972770691 79.921435236930847 236.72555840015411 195.85564422607422
leaf_count=4140 27 140 43 98 42 28 37 43 37 96 49
internal_value=0 0.000179474 0.000667011 0.000217407 0.00097107 -0.000258489 0.00154889 -0.000161827 -0.000605318 -0.000176411 0.000304665
internal_weight=0 1904.63 784.293 519.46 325.569 167.885 264.833 1120.33 635.798 555.876 432.581
internal_count=4780 640 275 195 97 55 80 365 225 188 145
is_linear=0
shrinkage=0.06


Tree=812
num_leaves=12
num_cat=0
split_feature=117 106 53 54 145 100 54 94 60 88 91
split_gain=0.0196303 0.0604001 0.080058 0.0488976 0.136048 0.0561917 0.0655062 0.0601157 0.0520321 0.0653605 0.0476147
threshold=0.00062670491752214741 0.013439828064292671 0.023343417793512348 0.014293605927377941 0.012636432424187662 0.00070876078098081063 0.0010585968848317864 0.020658296532928947 0.0054799309000372895 0.0041444667149335155 0.00040826165059115743
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 9 -1 -8
right_child=-2 -3 -4 4 -6 6 10 -9 -10 -11 -12
leaf_value=-0.00092809494420885755 -2.9280951203756946e-05 0.0015179918338607777 -0.0023287372591500959 0.0033934452902907235 -0.00027048378243328208 0.00024486146635974805 -0.00073746800151865415 0.002397873737151088 0.0018447169643774001 0.00064847848791808242 -0.0033945616244573816
leaf_weight=185.84967350959778 8566.4275498390198 119.44457137584686 47.020331263542175 60.599876284599304 91.677731871604919 96.539727568626404 52.8304123878479 46.41258180141449 55.329477429389954 192.94332075119019 44.924814105033875
leaf_count=117 4251 40 24 27 31 55 26 21 33 120 35
internal_value=0 0.000252456 7.95276e-05 0.000216435 0.0011876 -2.71141e-06 -0.000863748 0.000345432 0.000126003 -0.000125046 -0.00195857
internal_weight=0 993.573 874.128 827.108 152.278 674.83 194.295 480.535 434.122 378.793 97.7552
internal_count=4780 529 489 465 58 407 116 291 270 237 61
is_linear=0
shrinkage=0.06


Tree=813
num_leaves=12
num_cat=0
split_feature=113 20 14 93 145 19 24 83 104 114 23
split_gain=0.0197201 0.0641184 0.165795 0.12605 0.103359 0.144991 0.100368 0.168407 0.134894 0.130717 0.0873413
threshold=0.0034400182776153092 0.012636432424187662 0.0019672545604407792 0.045367386192083366 0.0016331639490090313 0.0034400182776153092 0.00060774214216507982 0.016164712607860569 0.0021592099219560628 0.000490355829242617 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 10 8 9 -8 -5
right_child=-2 2 -4 6 -6 -7 7 -9 -10 -11 -12
leaf_value=-3.7122037817873346e-05 0.00013326606762708074 0.0025258130059007053 -0.00076215497570693302 -0.0018022286573998094 0.0028183201762669303 -0.0024544925788494072 -0.0040601620252238178 0.00039898323834730066 -0.0054777910912895801 0.00059651493592900436 0.0013736844257959766
leaf_weight=6020.4840067625046 2818.7402318716049 43.845449566841125 160.17835116386414 52.154595732688904 133.63186585903168 40.466366291046143 43.033498525619507 69.65290629863739 56.544976353645325 43.777382373809814 77.490437388420105
leaf_count=3172 1241 19 97 28 46 29 31 29 39 24 25
internal_value=0 -5.57229e-05 0.000703365 -0.000100831 0.00178045 0.000135462 -0.0012202 -0.00202133 -0.00319729 -0.00171187 9.60538e-05
internal_weight=0 6741.26 378.122 6363.14 217.944 84.3118 342.654 213.009 143.356 86.8109 129.645
internal_count=4780 3539 191 3348 94 48 176 123 94 55 53
is_linear=0
shrinkage=0.06


Tree=814
num_leaves=12
num_cat=0
split_feature=62 62 99 0 37 23 21 107 141 45 82
split_gain=0.0182662 0.0781171 0.0626003 0.0580819 0.0524476 0.06065 0.0665039 0.119298 0.0555451 0.0405195 0.0934387
threshold=0.0054799309000372895 0.0046923852059990176 0.00085274505545385193 0.00068727668258361529 0.0018488886416889729 0.0081988852471113222 0.011169348377734424 0.0058306583669036635 0.0038949446752667431 0.074787221848964705 0.0020292587578296666
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -2 5 6 7 -5 -7 -1 -11
right_child=3 2 -4 4 -6 8 -8 -9 -10 10 -12
leaf_value=2.2768135984091581e-05 0.001828002045280378 -0.0002740671670831981 -0.003430300193128003 0.0009562317052545017 0.0016211271073726873 -0.0023680106193025852 0.0016761343436606975 -0.002850535424401994 7.9704727826444385e-05 -0.0015888707488580479 0.00048171036645555448
leaf_weight=8657.6191008090973 80.665319085121155 47.696147918701172 43.033498525619507 78.637869119644165 65.802207946777344 71.544221878051758 87.219284057617188 47.56001353263855 62.559259057044983 176.26181650161743 141.40132975578308
leaf_count=4413 30 22 31 36 26 33 25 32 26 59 47
internal_value=0 -1.93596e-05 -0.00177108 0.000355301 6.78847e-05 -0.000226218 0.000402103 -0.000478419 -0.00122615 -1.65175e-06 -0.000667193
internal_weight=0 9066.01 90.7296 493.988 413.323 347.521 213.417 126.198 134.103 8975.28 317.663
internal_count=4780 4572 53 208 178 152 93 68 59 4519 106
is_linear=0
shrinkage=0.06


Tree=815
num_leaves=12
num_cat=0
split_feature=132 117 70 106 75 23 74 59 104 43 90
split_gain=0.0185717 0.0677654 0.0652436 0.0817595 0.184372 0.0453837 0.0441681 0.0441143 0.0457184 0.0329659 0.0328262
threshold=0.007706565549597145 0.019431582652032379 0.0041444667149335155 0.004017772153019906 0.0032328735105693345 0.0063990866765379914 0.0070226341485977182 0.0014427106943912806 0.002945306478068233 0.00017767510871635753 0.0044099434744566688
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 7 -5 -4 10 8 -2 -9 -1
right_child=1 -3 5 4 -6 -7 -8 9 -10 -11 -12
leaf_value=-2.012788206025016e-05 0.00022919163787455001 -0.0022595400835655967 -0.00013649746869895616 0.0046868952146273749 2.955854128546165e-05 -0.0031458785820059434 -0.0012539865196032982 0.0002152879199558599 0.002099731374662002 -0.0014938055953874934 0.0010659975551269366
leaf_weight=8730.4614546298981 134.91057670116425 34.724352359771729 57.220793008804321 54.250112891197205 70.192588567733765 26.347139000892639 103.5653076171875 110.52282047271729 72.220038533210754 64.246373057365417 101.33851134777069
leaf_count=4303 95 22 37 17 37 18 63 76 31 45 36
internal_value=0 0.000316295 0.000467918 0.000724263 0.0020599 -0.00108529 -2.21109e-05 0.000289044 0.000881391 -0.000412987 -7.66538e-06
internal_weight=0 624.635 589.91 506.343 124.443 83.5679 8935.37 381.9 207.131 174.769 8831.8
internal_count=4780 378 356 301 54 55 4402 247 126 121 4339
is_linear=0
shrinkage=0.06


Tree=816
num_leaves=12
num_cat=0
split_feature=44 102 47 28 39 29 145 84 142 28 99
split_gain=0.018578 0.106845 0.158122 0.121347 0.152421 0.118234 0.154334 0.110616 0.109615 0.107927 0.118977
threshold=0.0028552538715302949 0.00017767510871635753 0.0027679565828293566 0.00046126570669002836 0.0087224207818508166 0.0036604277556762104 0.0012745757703669371 0.0005893622583243997 0.021960759535431865 0.0015833032084628942 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 6 -4 -7 -2 -5 -11
right_child=1 3 5 9 -6 7 -8 -9 -10 10 -12
leaf_value=-8.4033855739834936e-05 0.00062674765266537442 0.00075410867885522114 -0.0022634814002877794 -0.00051907209986450955 -0.0011726983207958528 -0.0027662113294697672 0.0025725954734399162 0.00054917087873262256 -0.0028088125720658898 0.0020295735497085289 9.9859532712045802e-05
leaf_weight=4757.6300172805786 328.33036780357361 1602.6975167989731 44.992881298065186 1088.4251319169998 162.81355059146881 208.5503157377243 50.331347346305847 43.845449566841125 37.223417401313782 128.36146700382233 1106.7986054420471
leaf_count=2461 180 617 30 565 94 117 19 19 29 52 597
internal_value=0 8.3251e-05 -0.000594368 0.00020145 0.000576421 -0.00151034 0.000289975 -0.00219027 0.000276913 -8.34605e-05 0.000300401
internal_weight=0 4802.37 713.274 4089.1 1765.51 347.72 95.3242 252.396 365.554 2323.59 1235.16
internal_count=4780 2319 394 1925 711 185 49 136 209 1214 649
is_linear=0
shrinkage=0.06


Tree=817
num_leaves=12
num_cat=0
split_feature=104 104 124 5 83 116 127 31 146 53 112
split_gain=0.0175406 0.0814731 0.136932 0.115828 0.0633588 0.103405 0.10985 0.0744392 0.0994761 0.123841 0.11437
threshold=0.015200819820165636 0.01884530205279589 0.002945306478068233 0.00096484774257987748 0.0072436286136507997 0.00017767510871635753 0.0066005610860884198 0.0010918468469753864 0.0010263677686452868 0.013032016810029747 0.00062670491752214741
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 -7 -9 -10 -11
right_child=1 4 -4 -5 5 6 -8 8 9 10 -12
leaf_value=-4.0538346882340632e-05 0.0024050915395740259 0.00086285148393466825 -0.0011094223193168389 -9.599681845676736e-05 -0.0020547984303296006 0.00040028198316651435 -0.0024421464239403209 0.001110378040206552 -0.0001668212773839631 -0.0048535352131695748 -0.00065623444642546941
leaf_weight=7655.3728239536285 197.07114315032959 238.21332609653473 90.189964175224304 100.73076188564301 100.05494523048401 801.59184885025024 65.058324098587036 81.409202933311462 135.59124863147736 52.762345194816589 41.954133987426758
leaf_count=4140 55 82 45 33 35 243 33 23 45 31 15
internal_value=0 0.000162938 0.000938797 0.0015591 -3.55454e-05 -0.000202947 -4.57068e-05 9.43338e-05 -0.000692424 -0.00132968 -0.00299436
internal_weight=0 1904.63 387.992 297.802 1516.64 1278.42 1178.37 1113.31 311.717 230.308 94.7165
internal_count=4780 640 133 88 507 425 390 357 114 91 46
is_linear=0
shrinkage=0.06


Tree=818
num_leaves=12
num_cat=0
split_feature=10 45 27 8 92 53 121 110 135 38 1
split_gain=0.0191232 0.0624515 0.169552 0.26156 0.0954604 0.102255 0.0895549 0.128528 0.115472 0.0867715 0.102256
threshold=0.0031340263085439806 0.0022975050378590827 0.00017767510871635753 0.0011261500185355546 0.4073652476072312 0.00244467705488205 0.00075379351619631063 0.024066280573606495 0.010500331409275534 0.0026012937305495147 0.0037758676335215573
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 8 9 -1 10 -8
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=4.3353378101265378e-06 -6.4573970362015397e-05 -0.00070474900587621354 0.00016671526906328134 0.0040080371566317326 -9.5992455817800536e-05 0.0040687411837981354 -0.0016348931459035426 0.0026248275994194439 0.0027082415050336934 0.001285157867622044 5.5346397237893453e-05
leaf_weight=1409.71535384655 6054.3088264465332 69.584839105606079 1067.2754693031311 108.50022578239441 44.3851318359375 40.670567870140076 422.23004066944122 39.318934559822083 59.248242974281311 59.316310167312622 185.44612562656403
leaf_count=881 2736 34 594 34 27 14 286 18 31 26 99
internal_value=0 0.000111519 0.000452692 0.00216657 -7.64549e-05 0.00189543 -0.000153558 -0.000708754 0.000113393 -0.000905267 -0.00111908
internal_weight=0 3505.69 1245.36 178.085 2260.33 85.0557 2175.28 706.311 1468.96 666.992 607.676
internal_count=4780 2044 662 68 1382 41 1341 429 912 411 385
is_linear=0
shrinkage=0.06


Tree=819
num_leaves=12
num_cat=0
split_feature=17 22 38 86 140 69 47 40 101 104 106
split_gain=0.02007 0.055721 0.0543276 0.0904775 0.119422 0.182396 0.128205 0.0977393 0.143001 0.105659 0.0826155
threshold=0.0025217677466571335 0.010180860292166473 0.000490355829242617 0.00044738779251929378 0.0068083447404205808 0.0030382014811038975 0.011519505176693203 0.0036604277556762104 0.00055427959887310873 0.0021592099219560628 0.0026012937305495147
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -5 7 -7 -6 -9 -10 -2
right_child=2 -3 -4 4 5 6 -8 8 9 -11 -12
leaf_value=-6.7872466460180937e-05 -0.00093604289823306605 0.001949270390745617 -0.00022468530604708413 -5.3943387944164899e-05 0.00021255510061992593 0.0008054727222570994 -0.0026938399767684044 1.8091402959821079e-05 0.0015144103601405392 0.0047808855002555535 0.00035189047112139108
leaf_weight=6888.8310042619705 290.09079778194427 49.655530691146851 937.36302268505096 390.3450893163681 57.424994587898254 215.78009736537933 45.668697953224182 45.668697953224182 50.939096808433533 118.76875472068787 469.46428406238556
leaf_count=3371 178 21 513 246 22 110 28 28 22 42 199
internal_value=0 -5.34367e-05 0.000141434 0.000345208 0.000743805 0.00132667 0.000194229 0.00241199 0.00299842 0.00380043 -0.00014
internal_weight=0 6938.49 2621.51 1684.15 924.595 534.25 261.449 272.802 215.377 169.708 759.555
internal_count=4780 3392 1388 875 498 252 138 114 92 64 377
is_linear=0
shrinkage=0.06


Tree=820
num_leaves=12
num_cat=0
split_feature=11 110 76 0 135 140 143 8 69 23 36
split_gain=0.0189606 0.111216 0.0680404 0.106543 0.131508 0.0876049 0.0920653 0.124999 0.101275 0.144647 0.0977995
threshold=0.00017767510871635753 0.13479631394147876 0.0013146653072908523 0.00068727668258361529 0.00064626874518580746 0.039062514901161201 0.0038949446752667431 0.0021592099219560628 0.00039601318712811922 0.0063990866765379914 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -5 -10 -9
right_child=-2 -3 -4 5 -6 -7 7 10 9 -11 -12
leaf_value=-0.00060570145271648804 -3.90143800563957e-05 0.0027332697497953551 0.00081719416427362686 0.0002343676688910256 -0.004281362736666028 -0.0026017895354839378 0.0027783576343488512 -0.0014162634183439425 -0.00033262251494463123 -0.0050282623003109986 0.0019120567636066426
leaf_weight=202.8763689994812 7880.098948597908 59.384377360343933 359.88954901695251 622.47606551647186 42.35768187046051 39.926684021949768 109.71572470664978 73.367470264434814 80.393050312995911 33.440786242485046 56.073361277580261
leaf_count=105 3974 21 101 346 33 21 40 42 50 21 26
internal_value=0 0.000183009 8.9554e-05 -0.000118176 -0.00124057 0.000152902 0.000265653 0.00128843 -6.65499e-05 -0.00171205 2.55544e-05
internal_weight=0 1679.9 1620.52 1260.63 245.234 1015.39 975.466 239.157 736.31 113.834 129.441
internal_count=4780 806 785 684 138 546 525 108 417 71 68
is_linear=0
shrinkage=0.06


Tree=821
num_leaves=12
num_cat=0
split_feature=109 146 106 42 46 141 60 70 25 94 143
split_gain=0.0197796 0.0578889 0.107772 0.0774146 0.0668647 0.0750688 0.0668681 0.0818801 0.109587 0.0718035 0.094815
threshold=0.0013146653072908523 0.010180860292166473 0.0013986918493174019 0.001792412775103003 0.21471316367387774 0.00017767510871635753 0.00017767510871635753 0.00082683752407319855 0.00042089859198313212 0.0037758676335215573 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 8 -7 10 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.00088241674276920911 -3.3279752332784501e-05 -0.00016344739770618948 0.0040579082090591153 0.00077610592628396687 0.0025936946241196615 0.003883742645480982 -0.00028612983065886161 -0.0011936416974327561 -0.00082916851147986478 0.0027154356064139022 0.0020803475256203122
leaf_weight=283.2013521194458 8322.4819203615189 113.76576936244965 54.85786235332489 48.979714035987854 35.468236207962036 49.047781229019165 365.75313150882721 56.613043546676636 115.72515213489532 52.222662925720215 61.883442401885986
leaf_count=160 4066 76 20 23 15 18 242 34 75 23 28
internal_value=0 0.000223811 0.00111224 0.0025099 3.42609e-05 -5.79519e-05 0.000275012 0.000886769 0.0013091 0.000759647 0.000184582
internal_weight=0 1237.52 217.603 103.838 1019.91 984.447 701.245 335.492 278.879 229.831 177.609
internal_count=4780 714 119 43 595 580 420 178 144 126 103
is_linear=0
shrinkage=0.06


Tree=822
num_leaves=12
num_cat=0
split_feature=71 107 8 107 5 54 99 50 73 52 0
split_gain=0.0200652 0.0759456 0.154699 0.0838791 0.0834159 0.0665893 0.0853997 0.0835301 0.0781101 0.0481567 0.03701
threshold=0.15819545835256579 0.0045489775948226461 0.0035485138650983576 0.020035739988088611 0.0037758676335215573 0.0014881226234138014 0.0014881226234138014 0.12767273932695392 0.00042089859198313212 0.00096484774257987748 0.001792412775103003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 8 -7 -8 9 -2 -11
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 -12
leaf_value=-2.2317483049192053e-05 0.002343425622226294 -0.0017170103807511467 -0.0033243444515715813 0.0021410754371618233 0.0014303855159797556 -0.00021879105717036959 0.0039868689426646601 0.0010842796666314801 -0.0027775149075786251 -0.0015773852042962077 0.0012466205567867308
leaf_weight=8968.7963492870331 38.643117904663086 81.205001354217529 53.438161849975586 62.019576787948608 48.371964573860168 65.126391291618347 65.262525677680969 78.774003505706787 30.805586814880371 37.291484594345093 30.265904545783997
leaf_count=4519 20 38 29 18 20 28 18 26 24 24 16
internal_value=0 0.000338565 -0.000469719 0.000326464 -0.000542066 0.000910707 0.00158421 0.00239943 -0.000117503 0.000654087 -0.000312223
internal_weight=0 591.204 245.035 191.597 129.577 346.169 209.163 144.037 137.006 106.201 67.5574
internal_count=4780 261 105 76 58 156 72 44 84 60 40
is_linear=0
shrinkage=0.06


Tree=823
num_leaves=12
num_cat=0
split_feature=71 148 125 15 19 12 28 9 118 47 109
split_gain=0.0194286 0.0664794 0.0966601 0.154007 0.0682473 0.0981454 0.120197 0.0941875 0.0592833 0.0803608 0.0718069
threshold=0.00099512818269431613 0.0016331639490090313 0.0048403022810816774 0.0058306583669036635 0.014293605927377941 0.00040826165059115743 0.00017767510871635753 0.00037263428384903824 0.00017767510871635753 0.016164712607860569 0.00747153488919139
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 -6 10 -10 -7
right_child=-2 4 -4 -5 7 8 -8 -9 9 -11 -12
leaf_value=-0.00080124501541202215 -3.0445044188675282e-05 -0.0043383070936703827 0.0027331217090651636 0.0021266307369714522 0.0038987657526913192 -0.00012581056388211691 -0.00010709119265617238 -4.2636301139328199e-05 -0.00015552918519651728 -0.0031548583628417245 0.0022010921713994259
leaf_weight=161.46191728115082 8485.0232021808624 44.992881298065186 81.205001354217529 107.89247632026672 34.79241955280304 115.72515213489532 52.222662925720215 58.572426319122314 300.8309417963028 36.007918477058411 81.27306854724884
leaf_count=98 4180 30 38 31 17 75 23 33 199 23 33
internal_value=0 0.000240309 0.000918589 0.000371544 -8.79233e-05 -0.000311929 -0.00206536 0.00142613 7.38464e-06 -0.000476156 0.00083417
internal_weight=0 1074.98 350.559 269.354 724.417 631.053 97.2155 93.3648 533.837 336.839 196.998
internal_count=4780 600 167 129 433 383 53 50 330 222 108
is_linear=0
shrinkage=0.06


Tree=824
num_leaves=12
num_cat=0
split_feature=49 112 1 123 113 19 20 113 131 91 102
split_gain=0.0192579 0.0482786 0.0644477 0.0619002 0.0819297 0.0454761 0.0328344 0.057915 0.0347692 0.0396842 0.0396195
threshold=0.0012745757703669371 0.0019071503775194289 0.00062670491752214741 0.0060143163427710542 0.0013146653072908523 0.04673989117145539 0.0013146653072908523 0.00068727668258361529 0.0063990866765379914 0.00066645268816500913 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 -2 10 -10 -8
right_child=1 2 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=-2.5324896723103964e-05 8.827522866790875e-05 0.0027941938275155443 0.00020197490241356499 0.00014235506218837748 0.0034277692758435136 0.0014204841850929298 -0.0017771599755947777 -0.0017204638128913714 0.0025576839910771225 0.00012593588577245764 0.0009055112798969162
leaf_weight=8783.2237998247147 120.25166714191437 59.384377360343933 82.488567471504211 78.365600347518921 41.954133987426758 54.182045698165894 53.302027463912964 135.58639335632324 33.576920628547668 86.135064244270325 31.549470663070679
leaf_count=4334 76 21 39 56 15 22 39 93 11 57 17
internal_value=0 0.000286356 0.00128701 6.27531e-05 0.00128794 -0.00022372 -0.000417217 -0.000870301 0.000149434 0.000807995 -0.00077969
internal_weight=0 776.776 141.873 634.903 120.32 514.584 460.402 255.838 204.563 119.712 84.8515
internal_count=4780 446 60 386 71 315 293 169 124 68 56
is_linear=0
shrinkage=0.06


Tree=825
num_leaves=12
num_cat=0
split_feature=69 61 106 8 30 51 124 129 142 20 101
split_gain=0.0217759 0.0873115 0.0858401 0.199923 0.0877119 0.0845269 0.169638 0.107089 0.0832451 0.0790254 0.106917
threshold=0.0011261500185355546 0.0054799309000372895 0.032603342086076743 0.00244467705488205 0.00017767510871635753 0.00096484774257987748 0.0012745757703669371 0.0053125319536775359 0.055838862434029586 0.0042751494329422721 0.00055427959887310873
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 9 -4 -5 6 -3 -7 -1 10 -2
right_child=1 5 3 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-3.938928980825156e-05 -0.00071934572290372845 0.003581065011056689 0.003638755522702492 0.00081376411142654716 -0.0027336978730908654 -6.3325567429364652e-05 -0.00018885388894543148 0.0018176243716508851 -0.0016016201506415027 -0.00086195595957310324 0.00023854341042025461
leaf_weight=5646.0959589481354 546.609530210495 93.029365181922913 73.639739036560059 74.247488498687744 37.899234056472778 502.09311926364899 79.853368043899536 139.16967821121216 125.52206599712372 438.10930442810059 1803.7312163114548
leaf_count=2802 297 27 22 25 27 232 42 68 70 263 905
internal_value=0 0.000111772 -3.89317e-05 0.00120984 -0.000385077 0.000662322 0.00183976 0.000344886 -7.33649e-05 -0.000122134 1.57709e-05
internal_weight=0 3788.38 2974.24 185.786 112.147 814.146 172.883 641.263 5771.62 2788.45 2350.34
internal_count=4780 1908 1539 74 52 369 69 300 2872 1465 1202
is_linear=0
shrinkage=0.06


Tree=826
num_leaves=12
num_cat=0
split_feature=108 29 60 29 52 32 35 118 52 141 61
split_gain=0.0204279 0.0636731 0.0911544 0.0729576 0.121772 0.10844 0.0468849 0.0710485 0.117812 0.044846 0.100939
threshold=0.0005375427135732026 0.013439828064292671 0.00062670491752214741 0.0041444667149335155 0.010500331409275534 0.00062670491752214741 0.0010585968848317864 0.00042089859198313212 0.0037758676335215573 0.0013986918493174019 0.00043393640953581786
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 8 9 10 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0038285641388742398 -2.7376434266253197e-05 -0.0031001911344983027 0.00084081974204650489 0.0011638405357951459 -0.0011387025696516376 0.0048415774351554062 -0.00029109133559917187 0.0023875190548083504 0.0023786113060470506 0.0009948590843169272 0.00039004198347642567
leaf_weight=41.074115753173828 8711.2760300636292 45.668697953224182 39.318934559822083 78.030119657516479 44.3851318359375 45.804832339286804 357.91560041904449 70.868405222892761 55.465611815452576 29.590087890625 40.602500677108765
leaf_count=32 4283 28 18 33 27 18 246 35 23 18 19
internal_value=0 0.000280991 -0.00127691 0.000454352 0.00155773 0.00252418 0.000142674 0.000796086 0.000119658 -0.00100641 -0.00173144
internal_weight=0 848.724 84.9876 763.736 168.22 123.835 595.516 237.601 166.732 111.267 81.6766
internal_count=4780 497 46 451 78 51 373 127 92 69 51
is_linear=0
shrinkage=0.06


Tree=827
num_leaves=12
num_cat=0
split_feature=127 8 94 60 91 59 47 75 85 62 29
split_gain=0.0193044 0.0572103 0.0883013 0.0960496 0.102976 0.0615765 0.0719396 0.0575829 0.0574572 0.0630928 0.0520902
threshold=0.017188700847327713 0.00017767510871635753 0.00093549740267917525 0.0022272822679951791 0.00075379351619631063 0.0049928687512874612 0.0023699469165876512 0.00064626874518580746 0.00017767510871635753 0.00077738583786413084 0.0036604277556762104
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -4 -6 -7 -10 -8
right_child=1 2 5 -5 7 8 10 -9 9 -11 -12
leaf_value=-2.1915536535455319e-05 -0.0016487466640199865 0.0028625512427874222 0.00058613743416295085 0.003630824105586425 0.00098733992351494383 0.0021443457188499533 0.00010942982937824649 -0.0019929096110509435 -0.0017931707376294165 0.0012999041933279248 -0.0027291079726147922
leaf_weight=8967.5176384449005 48.235830187797546 51.007164001464844 75.934602499008179 55.533679008483887 47.088398456573486 65.802207946777344 34.116602897644043 46.276447415351868 44.992881298065186 50.263280153274536 73.231335878372192
leaf_count=4470 30 17 44 18 19 26 19 31 30 24 52
internal_value=0 0.000331703 0.000507227 0.00151027 0.000694581 -7.50841e-05 -0.000827219 -0.000489826 0.000780836 -0.000161065 -0.00182698
internal_weight=0 592.482 544.247 199.906 144.372 344.341 183.283 93.3648 161.058 95.2562 107.348
internal_count=4780 310 280 85 67 195 115 50 80 54 71
is_linear=0
shrinkage=0.06


Tree=828
num_leaves=12
num_cat=0
split_feature=23 110 140 79 101 108 99 87 50 11 109
split_gain=0.0197398 0.0609751 0.0487577 0.0597686 0.0932987 0.043937 0.0650266 0.0428105 0.0953455 0.142611 0.218309
threshold=0.0019672545604407792 0.04673989117145539 0.0045489775948226461 0.00043393640953581786 0.0030382014811038975 0.0030382014811038975 0.004017772153019906 0.00080172589514404546 0.0038949446752667431 0.0062037324532866487 0.0084566329605877417
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -2 -11
right_child=7 -3 -4 -5 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.0023807778293692379 -0.00017154807130929646 0.001913400257758998 0.0015567623402150481 0.00022723742234247992 0.0010606761823450711 -0.0040303360328328951 0.00088507199856058022 0.00010343694033868156 -0.0004693117365232812 -0.00025589563204171016 0.002143303144892699
leaf_weight=66.205755829811096 1675.5739508867264 72.895855188369751 78.705936312675476 803.72630155086517 56.00529408454895 26.954888463020325 32.833036780357361 4216.0428935289383 1984.9182404279709 272.79668879508972 273.34122633934021
leaf_count=44 838 29 31 515 31 21 18 1938 1031 162 122
internal_value=0 0.000234626 0.000119658 4.91143e-06 -0.000976903 -0.00188262 -0.00129809 -3.16819e-05 -0.000167103 0.000102895 0.0009449
internal_weight=0 1137.33 1064.43 985.725 181.999 125.994 99.0388 8422.67 4206.63 2221.71 546.138
internal_count=4780 689 660 629 114 83 62 4091 2153 1122 284
is_linear=0
shrinkage=0.06


Tree=829
num_leaves=12
num_cat=0
split_feature=8 2 72 141 50 42 95 135 31 128 141
split_gain=0.018471 0.0945326 0.0770388 0.12046 0.124485 0.125453 0.0893271 0.159328 0.135901 0.125179 0.109436
threshold=0.0044099434744566688 0.010180860292166473 0.0020932231564074759 0.00070876078098081063 0.0013986918493174019 0.0035485138650983576 0.0019071503775194289 0.02129978779703379 0.00017767510871635753 0.0010918468469753864 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 -2 8 -8 10 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=-6.6750257325819273e-05 0.0010000469972006561 -0.0027073185216844094 0.0011521960991794753 7.523222680781137e-05 -0.00042000076624576521 -0.0038930621402750287 -0.0014761232035742085 0.0034637942520223211 0.0015006211893924583 0.0026988278338237162 -0.0020148610997409197
leaf_weight=5827.2246264219284 659.03337681293488 42.561883449554443 49.58746349811554 2370.6006803512573 68.704820871353149 82.284365892410278 218.27916240692139 41.346384525299072 58.03274405002594 71.612289071083069 70.732270836830139
leaf_count=2837 281 18 26 1286 51 54 117 12 25 28 45
internal_value=0 0.000104204 0.000136631 -4.42265e-05 -0.0014561 -0.00231271 0.000552182 -8.94622e-05 -0.000440381 0.000687896 -0.000430478
internal_weight=0 3732.78 3690.21 2571.18 200.577 150.989 1119.04 460.003 418.656 200.377 128.765
internal_count=4780 1943 1925 1417 131 105 508 227 215 98 70
is_linear=0
shrinkage=0.06


Tree=830
num_leaves=12
num_cat=0
split_feature=23 24 131 5 82 8 65 50 133 32 47
split_gain=0.0175341 0.0425724 0.065142 0.0637928 0.104715 0.117187 0.0922797 0.0690687 0.0606443 0.0526677 0.0417446
threshold=0.0019672545604407792 0.0032328735105693345 0.0005893622583243997 0.00043393640953581786 0.002945306478068233 0.00017767510871635753 0.00017767510871635753 0.0016846025246195497 0.0022272822679951791 0.00055427959887310873 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 5 7 -5 -1 -3 -4 -2
right_child=10 2 9 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.00083969543542334463 -0.0010792051759558232 -0.003716059446821116 0.0023171112260866981 -0.0019276704854269328 0.0029321320202818596 -0.00019313857874814314 0.00049281468460575387 0.0032620476020968799 -0.00067936694608081421 -0.00019367096620851482 -1.2856134468507003e-05
leaf_weight=121.06361818313599 134.30282723903656 30.805586814880371 39.318934559822083 87.958312630653381 71.544221878051758 331.63652861118317 159.57060170173645 65.194458484649658 102.28174149990082 127.95306384563446 8288.3701727390289
leaf_count=64 92 24 18 66 33 223 94 23 62 82 3999
internal_value=0 0.00022113 -0.000391653 0.000441037 0.000780487 0.000483249 -0.000367294 0.00168757 -0.00138227 0.000396513 -2.98595e-05
internal_weight=0 1137.33 300.359 836.968 589.439 517.895 247.529 186.258 133.087 167.272 8422.67
internal_count=4780 689 186 503 343 310 160 87 86 100 4091
is_linear=0
shrinkage=0.06


Tree=831
num_leaves=12
num_cat=0
split_feature=29 113 102 15 15 83 43 29 23 54 53
split_gain=0.0194912 0.0772223 0.0771701 0.0995308 0.0651275 0.0309485 0.191226 0.130076 0.0666949 0.109276 0.169216
threshold=0.074787221848964705 0.0005893622583243997 0.0014427106943912806 0.019431582652032379 0.0087224207818508166 0.11759182065725328 0.00075379351619631063 0.011519505176693203 0.059226244688034065 0.0098710241727530974 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 8 7 -7 -1 -10 -11
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12
leaf_value=-6.0136594618192544e-06 -0.001324965129070562 0.003215854034392542 -0.0021408830319745915 0.0012994416029389747 0.00066831775659965996 0.00074056895202836851 0.0022979945813819689 -0.0030339855160523431 7.3224081580018161e-05 -0.00031638727143250522 -0.0049166012039274527
leaf_weight=8687.2091886997223 70.192588567733765 67.221908450126648 53.506229043006897 69.720973491668701 78.098186850547791 72.895855188369751 126.60628581047058 59.855992436408997 157.95155489444733 65.194458484649658 51.546846270561218
leaf_count=4431 37 17 24 24 28 29 38 34 70 23 25
internal_value=0 0.000446996 0.000910149 -0.000194375 0.00184675 -1.64202e-05 0.000629719 -0.000961326 -3.51196e-05 -0.000955599 -0.0023476
internal_weight=0 338.74 268.547 123.227 145.32 9221.26 259.358 132.752 8961.9 274.693 116.741
internal_count=4780 130 93 48 45 4650 101 63 4549 118 48
is_linear=0
shrinkage=0.06


Tree=832
num_leaves=12
num_cat=0
split_feature=48 108 23 124 68 32 37 99 88 46 52
split_gain=0.0185945 0.021683 0.0666031 0.074577 0.157592 0.149679 0.0755252 0.07501 0.0725073 0.0523882 0.0835577
threshold=0.011169348377734424 0.0005375427135732026 0.022641776129603389 0.0015349716995842757 0.00064626874518580746 0.0012357163941487672 0.00017767510871635753 0.00050559637020342063 0.00017767510871635753 0.059226244688034065 0.00899649551138282
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -5 -3 -11
right_child=-2 9 -4 8 5 -7 -8 -9 -10 10 -12
leaf_value=0.0011108118245432477 0.0010015256932732115 2.8482298979092886e-06 -0.0011264536897704655 -0.0024242016174048395 0.0022976147610344168 0.0053585714424568961 -0.00072502031118709036 -0.0014677862342224793 0.0002021249892736106 -0.0011045539119783961 0.00050789559972177708
leaf_weight=77.893985271453857 66.273823022842407 8106.9060245752335 105.59275758266449 42.425749063491821 96.136179685592651 44.521266222000122 43.101565718650818 84.851498126983643 350.35033810138702 374.53874802589417 167.40813279151917
leaf_count=43 39 3941 57 28 37 17 26 56 230 216 90
internal_value=0 -6.99145e-06 0.000283128 0.000484461 0.00112606 0.00233025 0.00136195 -0.000233606 -8.15579e-05 -3.53321e-05 -0.000606466
internal_weight=0 9493.73 844.873 739.281 346.504 183.759 139.238 162.745 392.776 8648.85 541.947
internal_count=4780 4741 494 437 179 80 63 99 258 4247 306
is_linear=0
shrinkage=0.06


Tree=833
num_leaves=12
num_cat=0
split_feature=143 15 106 33 106 17 80 22 125 108 86
split_gain=0.0195929 0.154043 0.0803791 0.14581 0.121738 0.138086 0.113428 0.10328 0.0888405 0.0873236 0.150692
threshold=0.022641776129603389 0.099488973617553725 0.0072436286136507997 0.001792412775103003 0.0054799309000372895 0.00017767510871635753 0.0041444667149335155 0.00043393640953581786 0.001792412775103003 0.0044099434744566688 0.000490355829242617
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 -5 -7 -11
right_child=1 -3 3 8 -6 9 7 -9 -10 10 -12
leaf_value=-2.7909384766895218e-05 0.00088450790822039937 0.0035117052249887238 -0.0014911962032288573 0.00031391395192412273 -0.0029938539106261226 -0.00014134529970394864 -0.003608987079987489 0.0002778015474113375 0.0031276966988484571 -0.00039714552637771708 0.0032355013303208453
leaf_weight=8647.0928689241409 52.154595732688904 49.723597884178162 59.855992436408997 68.977089643478394 53.97784411907196 244.96178209781647 84.107614278793335 34.79241955280304 97.487812995910645 73.367470264434814 93.500980257987976
leaf_count=4281 28 16 34 31 37 158 63 17 33 42 40
internal_value=0 0.000264359 7.72957e-05 0.00104855 -0.000267856 -1.54164e-05 -0.00144835 -0.00247164 0.00196177 0.000579755 0.00163833
internal_weight=0 912.907 863.184 226.321 636.863 582.885 171.055 118.9 166.465 411.83 166.868
internal_count=4780 499 483 98 385 348 108 80 64 240 82
is_linear=0
shrinkage=0.06


Tree=834
num_leaves=12
num_cat=0
split_feature=71 99 135 99 81 10 96 84 33 127 78
split_gain=0.0183071 0.062295 0.0846362 0.0873899 0.0816037 0.127399 0.0807377 0.0693087 0.0763867 0.0696317 0.0424388
threshold=0.15819545835256579 0.0011615398107096555 0.0018488886416889729 0.0035485138650983576 0.0031340263085439806 0.0035485138650983576 0.0020932231564074759 0.00064626874518580746 0.00066645268816500913 0.00039601318712811922 0.0011980500421486797
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 4 -4 5 10 -6 8 -2 -10 -3
right_child=1 2 3 -5 6 -7 -8 -9 9 -11 -12
leaf_value=-2.1317363115242277e-05 -0.0034672713975252038 0.001849191292408098 0.0010484698873136594 -0.0021499604326120068 -0.0014781372922192143 0.0041087498809961832 0.0015819315988710458 0.0013560801858401284 -0.0018023229784539972 0.0015762181428862515 -0.00069388793859766369
leaf_weight=8968.7963492870331 41.142182946205139 54.182045698165894 59.992126822471619 63.098941326141357 59.248242974281311 69.789040684700012 65.194458484649658 47.156465649604797 50.871029615402222 38.643117904663086 41.886066794395447
leaf_count=4519 27 22 24 34 31 19 23 14 27 20 20
internal_value=0 0.000323393 0.000727327 -0.000591109 0.00128636 0.00215773 0.000125006 -0.000615699 -0.00132735 -0.000343812 0.000740399
internal_weight=0 591.204 413.391 123.091 290.3 165.857 124.443 177.813 130.656 89.5141 96.0681
internal_count=4780 261 173 58 115 61 54 88 74 47 42
is_linear=0
shrinkage=0.06


Tree=835
num_leaves=12
num_cat=0
split_feature=143 140 79 108 23 104 87 91 118 15 101
split_gain=0.0174931 0.121328 0.111268 0.12603 0.125795 0.123424 0.0953118 0.0925993 0.0847625 0.0686154 0.0822973
threshold=0.022641776129603389 0.13119348138570788 0.00082683752407319855 0.0044099434744566688 0.036783467978239066 0.0079489401541650313 0.0048403022810816774 0.0035485138650983576 0.0019672545604407792 0.0058306583669036635 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 9 6 7 8 -2 -5 -4 -11
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-2.6371476826075496e-05 0.00055269458551925152 0.0025123419303744081 0.00041594742455752489 -0.0010067225649158236 0.0033831434067934764 -0.0033011285189894265 0.002507852367957824 -0.0028708388906532245 0.001573498448785924 0.00042515367290866152 -0.0027188872027259716
leaf_weight=8647.0928689241409 127.41338157653809 78.030119657516479 135.04671108722687 125.45399880409241 75.531054615974426 64.990256905555725 70.328722953796387 36.615667939186096 72.220038533210754 48.303897380828857 78.973349809646606
leaf_count=4281 74 33 85 75 26 38 27 26 31 25 59
internal_value=0 0.000249792 3.83269e-05 0.000464196 0.0012204 -0.00108828 0.00061087 -0.00021153 -6.4041e-05 -0.000526108 -0.00152567
internal_weight=0 912.907 834.877 605.858 343.534 229.019 268.003 164.029 197.674 262.324 127.277
internal_count=4780 499 466 328 159 138 133 100 106 169 84
is_linear=0
shrinkage=0.06


Tree=836
num_leaves=12
num_cat=0
split_feature=108 23 124 68 32 4 47 72 101 88 68
split_gain=0.0183324 0.054855 0.0678856 0.13751 0.130699 0.0926861 0.0749555 0.0662261 0.0715752 0.0615032 0.0500729
threshold=0.0005375427135732026 0.022641776129603389 0.0015349716995842757 0.00064626874518580746 0.0012357163941487672 0.00060774214216507982 0.0042751494329422721 0.00017767510871635753 0.00064626874518580746 0.00017767510871635753 0.0051502294372767219
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 -1 -4 -11
right_child=-2 -3 9 4 -6 -7 -8 -9 -10 10 -12
leaf_value=-0.00051671280473012792 -2.5934302375132714e-05 -0.0010134635616683377 -0.0022468252676972073 0.0036003454592858086 0.0050162241172379942 -0.0012466579739742758 0.00028580463972916034 -0.0017716212314144975 0.0027622439750454469 0.00041307456831647844 -0.001928224566425205
leaf_weight=63.098941326141357 8711.2760300636292 105.59275758266449 42.425749063491821 59.384377360343933 44.521266222000122 37.967301249504089 41.886066794395447 61.003424167633057 38.643117904663086 317.51730132102966 36.683735132217407
leaf_count=34 4283 57 28 21 17 22 20 45 20 212 21
internal_value=0 0.000266189 0.000448017 0.00106156 0.00218641 0.00128157 0.00222943 -0.00020853 0.000728683 -8.79905e-05 0.000170592
internal_weight=0 848.724 743.131 346.504 183.759 139.238 101.27 162.745 101.742 396.627 354.201
internal_count=4780 497 440 179 80 63 41 99 54 261 233
is_linear=0
shrinkage=0.06


Tree=837
num_leaves=12
num_cat=0
split_feature=32 133 36 33 46 18 124 80 30 15 140
split_gain=0.0180181 0.091361 0.0725503 0.124757 0.117236 0.0910955 0.0903474 0.0895189 0.126787 0.135063 0.134687
threshold=0.00099512818269431613 0.022641776129603389 0.0010918468469753864 0.011519505176693203 0.0020292587578296666 0.0012357163941487672 0.00017767510871635753 0.015200819820165636 0.00096484774257987748 0.016668972559273246 0.010180860292166473
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 8 10 -10 -2
right_child=2 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=3.302179374982228e-05 -0.00083417223717308 0.0016859485030755671 0.00020159945098783953 0.0020673511548613003 -6.4894200789326645e-05 0.001198843762385554 -0.00039519507135717298 0.00066622617335514753 -0.00078290133736242447 0.0017732085936975183 -0.0025599094812922686
leaf_weight=5466.6786818504333 415.27738308906555 123.09106814861298 1680.8297839164734 134.91543197631836 297.59284818172455 178.01699769496918 455.60761499404907 128.2253326177597 314.47855401039124 97.487812995910645 267.79855871200562
leaf_count=2546 225 58 976 47 151 73 264 62 197 33 148
internal_value=0 6.94205e-05 -9.77386e-05 -0.000317506 0.000600232 -0.000531266 5.26505e-05 -0.000833722 -0.00100936 -0.000178023 -0.00151074
internal_weight=0 5589.77 3970.23 2289.4 432.508 1856.89 633.625 1223.27 1095.04 411.966 683.076
internal_count=4780 2604 2176 1200 198 1002 337 665 603 230 373
is_linear=0
shrinkage=0.06


Tree=838
num_leaves=12
num_cat=0
split_feature=113 93 52 69 4 83 142 81 54 129 62
split_gain=0.0185128 0.0994233 0.120941 0.197104 0.163191 0.136141 0.0867532 0.0719952 0.103912 0.0663472 0.146999
threshold=0.0034400182776153092 0.045367386192083366 0.0042751494329422721 0.0063990866765379914 0.00046126570669002836 0.014740333426743748 0.0028552538715302949 0.027182282879948619 0.0023699469165876512 0.00077738583786413084 0.00077738583786413084
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6 9 -9 10 -2
right_child=7 2 5 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-8.8807125678541973e-08 0.0010057178661959454 -0.0010559785767431452 -0.0016594753709274709 0.002199421774416138 -0.0030055095908337903 0.0025564055333067914 -0.0069045664820110908 0.00036500782625912648 -0.0039939718122344982 -0.00019494171477901439 -0.00011431912850886304
leaf_weight=6391.5123924016953 796.85627698898315 114.64578759670258 51.478779077529907 37.427618980407715 53.438161849975586 59.384377360343933 33.372719049453735 42.493816256523132 36.683735132217407 1046.3397188186646 896.36668467521667
leaf_count=3360 305 59 30 14 29 21 26 23 21 512 380
internal_value=0 -5.39902e-05 -0.00103902 -0.0017991 -0.00254197 0.000598781 -0.00450442 0.000129122 -0.00165455 0.000180673 0.000412787
internal_weight=0 6741.26 349.747 238.884 201.457 110.863 86.8109 2818.74 79.1776 2739.56 1693.22
internal_count=4780 3539 179 128 114 51 55 1241 44 1197 685
is_linear=0
shrinkage=0.06


Tree=839
num_leaves=12
num_cat=0
split_feature=29 0 135 141 132 140 117 58 45 140 34
split_gain=0.0178071 0.0472531 0.0448765 0.0476243 0.0574 0.0444109 0.0526589 0.0678628 0.0368405 0.0973721 0.118777
threshold=0.0010585968848317864 0.0034400182776153092 0.010500331409275534 0.0066005610860884198 0.00043393640953581786 0.0051502294372767219 0.00062670491752214741 0.0062037324532866487 0.0022975050378590827 0.0051502294372767219 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7 -8 9 -2 -11
right_child=8 2 -4 4 -6 6 7 -9 -10 10 -12
leaf_value=9.6396892141048133e-05 -0.00066299868306592949 0.00014606068196477176 0.0024748135790640317 0.0025050386676986839 0.00014481442779749656 0.0003672781164292739 -0.0032995568236447734 0.00010877503127621982 4.9166246363079686e-05 -6.2455891435972589e-05 0.001980594241768678
leaf_weight=568.29401981830597 1055.5775293111801 486.54933619499207 41.278317332267761 77.354303002357483 71.271953105926514 55.533679008483887 54.653660774230957 34.184670090675354 5739.1496005058289 1264.6820931434631 111.47090590000153
leaf_count=324 691 278 17 35 53 18 35 14 2589 672 54
internal_value=0 0.000198602 0.000557789 0.000433207 0.00137322 -0.000142334 -0.00108205 -0.00198804 -3.37641e-05 -0.000229489 0.000103035
internal_weight=0 1389.12 676.454 635.176 148.626 712.666 144.372 88.8383 8170.88 2431.73 1376.15
internal_count=4780 774 383 366 88 391 67 49 4006 1417 726
is_linear=0
shrinkage=0.06


Tree=840
num_leaves=12
num_cat=0
split_feature=8 86 107 105 121 117 127 68 56 105 141
split_gain=0.0179287 0.0757591 0.1488 0.127931 0.141335 0.12136 0.121976 0.111023 0.152214 0.146521 0.110723
threshold=0.0044099434744566688 0.00017767510871635753 0.0005893622583243997 0.0022272822679951791 0.007706565549597145 0.034632634371519096 0.00044738779251929378 0.0058306583669036635 0.00080172589514404546 0.0011261500185355546 0.0066005610860884198
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 10 -7 -3 9 -9 -4
right_child=1 3 5 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-6.5762960333795245e-05 -0.001188938412810378 0.00023950250657342798 0.00038899498661568095 8.7389939886660728e-05 -0.0049710898058442721 0.00020163141085945797 -0.0032973371313970998 -0.0012925052880432524 0.000221554938930697 -0.0059413897173233544 0.001559550086052587
leaf_weight=5827.2246264219284 183.68608915805817 185.24192404747009 768.47683274745941 1758.864758849144 31.481403470039368 114.84998917579651 52.154595732688904 53.438161849975586 71.544221878051758 44.924814105033875 468.11265075206757
leaf_count=2837 133 114 341 961 22 44 28 29 33 35 203
internal_value=0 0.000102662 0.000416923 -0.000129834 -0.00111803 0.000627079 -0.000891077 -0.000776485 -0.00188417 -0.00341577 0.00083211
internal_weight=0 3732.78 1587.28 2145.5 386.631 1403.59 167.005 355.149 169.907 98.363 1236.59
internal_count=4780 1943 749 1194 233 616 72 211 97 64 544
is_linear=0
shrinkage=0.06


Tree=841
num_leaves=12
num_cat=0
split_feature=10 150 34 83 93 8 53 96 54 106 63
split_gain=0.0190928 0.0658878 0.214465 0.173675 0.0809186 0.146049 0.175452 0.218202 0.167596 0.107501 0.141309
threshold=0.0031340263085439806 0.0011615398107096555 0.00055427959887310873 0.076978169381618514 0.00017767510871635753 0.004017772153019906 0.013032016810029747 0.0010918468469753864 0.0072436286136507997 0.0046923852059990176 0.00052132029668428015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 6 8 -8 -6 -2 -11
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.00011143010519843508 -0.00047434733677384239 0.0025136550843965271 -3.2920155141115303e-05 -0.0041279715256271835 -0.0015655092031794879 0.00056183786640106887 0.0020054986247465437 -0.0030501358375580991 -0.0052778376287210991 -0.00019495932380829761 0.002892654191099988
leaf_weight=3505.6912417411804 356.70495676994324 122.07977080345154 4804.3488547801971 45.060948491096497 147.34268999099731 170.04333221912384 82.692769050598145 48.911646842956543 62.286990284919739 116.06548810005188 98.771379113197327
leaf_count=2044 192 37 2126 25 87 87 24 28 46 50 34
internal_value=0 -6.45226e-05 3.01855e-05 -0.000478194 -0.000326311 -0.000874705 -0.00159056 0.000126539 -0.00266855 0.00016426 0.00122457
internal_weight=0 6054.31 4926.43 1127.88 1082.82 511.277 341.234 131.604 209.63 571.542 214.837
internal_count=4780 2736 2163 573 548 272 185 52 133 276 84
is_linear=0
shrinkage=0.06


Tree=842
num_leaves=12
num_cat=0
split_feature=132 15 71 61 91 113 16 12 88 108 97
split_gain=0.0193259 0.0663608 0.0919719 0.0647163 0.0712771 0.131499 0.0518477 0.0410218 0.0338989 0.0766195 0.0693846
threshold=0.007706565549597145 0.007706565549597145 0.0022975050378590827 0.0016846025246195497 0.0018488886416889729 0.0013146653072908523 0.00044738779251929378 0.015200819820165636 0.018276390619575981 0.017724351026117805 0.00038414125447161501
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 5 -5 7 -4 -1 10 -10
right_child=1 2 6 4 -6 -7 -8 -9 9 -11 -12
leaf_value=7.421229845358344e-06 -9.4511834708057858e-05 0.0011026800712477093 -0.0041178582714808398 0.001085582538391192 -0.00022712241949148889 0.0049264908138658787 0.00013953614943687105 -0.001212628373432602 -0.00118259696161654 -0.0026540544583804082 0.00028754813174187196
leaf_weight=8383.7624685764313 205.50671315193176 63.167008519172668 36.615667939186096 136.46641159057617 73.907152533531189 41.954133987426758 33.508853435516357 33.508853435516357 181.86284077167511 52.694278001785278 317.0456862449646
leaf_count=4043 150 29 26 76 50 15 16 16 124 36 199
internal_value=0 0.000322653 -0.000701936 0.000695936 0.00133971 0.00198874 -0.00180189 -0.0027296 -2.25553e-05 -0.000478167 -0.000248351
internal_weight=0 624.635 166.8 457.834 252.328 178.421 103.633 70.1245 8935.37 551.603 498.909
internal_count=4780 378 87 291 141 91 58 42 4402 359 323
is_linear=0
shrinkage=0.06


Tree=843
num_leaves=12
num_cat=0
split_feature=123 26 57 117 40 65 60 60 73 98 82
split_gain=0.0185352 0.0601902 0.0885474 0.0690794 0.127763 0.136991 0.101772 0.0885647 0.0810696 0.067232 0.0745894
threshold=0.0012745757703669371 0.00066645268816500913 0.00070876078098081063 0.0084566329605877417 0.0066005610860884198 0.0012745757703669371 0.0013146653072908523 0.0025217677466571335 0.0023699469165876512 0.0084566329605877417 0.0070226341485977182
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 5 6 -5 8 -6 -2 -11
right_child=1 2 -4 4 7 -7 -8 -9 -10 10 -12
leaf_value=-4.0167425519258843e-05 0.00018793663639609049 -0.0013677841655464651 0.0010174336357497336 0.0014158078020529766 -0.00014122798232850793 0.003114765442453986 -0.0013407258354186447 0.000578072483823103 -0.0039500618661118788 -0.0025615305013085071 0.00055520842667811847
leaf_weight=7765.0593236684799 809.33703637123108 187.80905628204346 79.853368043899536 181.46414816379547 43.777382373809814 125.93046915531158 65.666073560714722 147.41075718402863 37.223417401313782 71.340020298957825 45.129015684127808
leaf_count=3801 484 116 42 58 24 40 36 82 29 48 20
internal_value=0 0.000173768 -0.000656188 0.000319221 0.000819853 0.0015041 0.000683357 -0.000297723 -0.00189155 -6.02669e-06 -0.00135387
internal_weight=0 1794.94 267.662 1527.28 601.472 373.061 247.13 228.412 81.0008 925.806 116.469
internal_count=4780 979 158 821 269 134 94 135 53 552 68
is_linear=0
shrinkage=0.06


Tree=844
num_leaves=12
num_cat=0
split_feature=116 133 37 15 47 51 106 88 132 54 135
split_gain=0.0189223 0.115846 0.146357 0.11134 0.179666 0.1 0.0786853 0.17625 0.132913 0.121375 0.102861
threshold=0.0010585968848317864 0.00055427959887310873 0.00099512818269431613 0.060991313308477409 0.040252277627587325 0.027182282879948619 0.0019071503775194289 0.00747153488919139 0.0062037324532866487 0.0023699469165876512 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 10 -8 9 -9 -1
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00040284615683612644 -0.0014670430346993594 -5.5236697076673566e-06 0.0013327194048213887 -0.00029524738358392862 -0.0062491684708415986 -0.0023139243788013407 0.00072357876050784084 -0.00060031917946629511 0.0012801238748331649 -0.0047464269110851481 0.0008157873609440238
leaf_weight=1126.5869241952896 77.962052464485168 6383.0087552070618 58.708560705184937 77.490437388420105 44.3851318359375 59.18017578125 1266.9331657886505 50.871029615402222 43.845449566841125 50.802962422370911 320.22542321681976
leaf_count=668 38 3270 23 25 27 36 459 27 19 32 156
internal_value=0 -5.59565e-05 -0.00130105 -0.0020748 -0.0032019 0.000127341 0.00017787 0.000496429 -0.0014812 -0.00267199 -0.000133124
internal_weight=0 6641.55 258.546 199.838 122.347 2918.45 2859.26 1412.45 145.519 101.674 1446.81
internal_count=4780 3383 113 90 65 1397 1361 537 78 59 824
is_linear=0
shrinkage=0.06


Tree=845
num_leaves=12
num_cat=0
split_feature=108 46 135 8 99 98 38 21 33 20 94
split_gain=0.01975 0.0427871 0.105567 0.11878 0.0810188 0.0772106 0.0841186 0.0854065 0.0643504 0.0431337 0.037765
threshold=0.0005375427135732026 0.059226244688034065 0.0063990866765379914 0.0048403022810816774 0.0056525857653468856 0.015675474889576439 0.00044738779251929378 0.000490355829242617 0.0013146653072908523 0.00070876078098081063 0.028884131461381916
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 4 -4 5 6 7 -3 -6 -9 -1
right_child=1 2 3 -5 8 -7 -8 9 -10 -11 -12
leaf_value=0.00037240237005957031 7.5693915765077605e-06 -0.0024357400307279341 0.003047986450799308 -0.0011958359670317608 -0.0015463110565522174 -0.0035486748929598193 -0.0031625114238670793 -0.0014079573689635989 0.0012971825073350132 0.00082922704277768101 -0.0013903476479117992
leaf_weight=802.4475907087326 8162.2355020046234 59.719858050346375 56.141428470611572 41.142182946205139 43.033498525619507 52.086528539657593 53.302027463912964 42.425749063491821 85.731516361236572 115.45773863792419 46.276447415351868
leaf_count=466 3974 44 21 27 31 33 39 28 39 47 31
internal_value=0 -2.69183e-05 -0.000539625 0.00125323 -0.000925708 -0.00143304 -0.00102627 -0.000503002 0.000346882 0.000228061 0.000276289
internal_weight=0 8711.28 549.041 97.2836 451.757 322.992 270.905 217.603 128.765 157.883 848.724
internal_count=4780 4283 309 48 261 191 158 119 70 75 497
is_linear=0
shrinkage=0.06


Tree=846
num_leaves=12
num_cat=0
split_feature=109 81 52 58 143 122 93 149 88 87 148
split_gain=0.0188876 0.0910799 0.102829 0.131957 0.0854695 0.110658 0.0975307 0.0962407 0.0752667 0.141585 0.124631
threshold=0.0058306583669036635 0.0015833032084628942 0.00047558375808876013 0.0045489775948226461 0.0079489401541650313 0.000490355829242617 0.00017767510871635753 0.0010263677686452868 0.00039601318712811922 0.0058306583669036635 0.0038949446752667431
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 -3
right_child=1 8 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=9.3346851207225267e-05 -0.0043053703546440435 0.0011194365562464282 3.5225325396970086e-05 -0.0002917047236830879 -0.00067218129291785381 0.00088793356161557754 -0.0019896574088205882 -0.0065106103717851348 -0.00019754953903689145 -0.00077773646333334761 7.7504703889062917e-05
leaf_weight=4296.4019569158554 59.248242974281311 727.60691857337952 478.31796777248383 58.708560705184937 60.599876284599304 50.331347346305847 38.643117904663086 30.197837352752686 2439.5145580768585 363.73539209365845 956.69429218769073
leaf_count=2324 31 294 168 23 27 19 20 21 1274 152 427
internal_value=0 -7.61942e-05 -0.000676375 -0.00230772 -0.000383971 -0.00149932 -0.00242757 -0.00397282 2.7597e-05 0.00029578 0.000527612
internal_weight=0 5263.6 776.047 117.957 658.09 179.772 129.441 68.841 4487.55 2048.04 1684.3
internal_count=4780 2456 309 54 255 87 68 41 2147 873 721
is_linear=0
shrinkage=0.06


Tree=847
num_leaves=12
num_cat=0
split_feature=71 15 29 107 24 70 106 138 81 125 148
split_gain=0.0188581 0.0793125 0.0433685 0.0932895 0.0515757 0.0672814 0.0921073 0.081667 0.0632626 0.0511605 0.133031
threshold=0.00099512818269431613 0.099488973617553725 0.0046923852059990176 0.029773407615721229 0.0054799309000372895 0.00046126570669002836 0.0084566329605877417 0.00044738779251929378 0.010180860292166473 0.0015833032084628942 0.0079489401541650313
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -7 9 -1 -11
right_child=-2 -3 3 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.00037960780216947317 -2.9994706108723739e-05 0.0021926807917040467 -0.00090518595138854333 0.0022252185857658453 -0.0010700417622074617 -0.0029414286671533923 0.0039541357982052295 0.00020722293836672502 0.0028842330661042834 0.0024038969238600254 -0.001021513487668071
leaf_weight=148.626256108284 8485.0232021808624 69.789040684700012 263.87979316711426 39.387001752853394 80.393050312995911 35.332101821899414 34.860486745834351 184.5661073923111 43.169632911682129 110.11927258968353 64.854122519493103
leaf_count=88 4180 19 150 13 50 25 12 116 21 58 48
internal_value=0 0.000236755 0.000100957 -0.000498622 0.000360007 0.00054498 0.0010069 -0.000298686 0.000726772 0.000438957 0.00113426
internal_weight=0 1074.98 1005.19 303.267 701.921 621.528 401.63 219.898 366.769 323.6 174.973
internal_count=4780 600 581 163 418 368 227 141 215 194 106
is_linear=0
shrinkage=0.06


Tree=848
num_leaves=12
num_cat=0
split_feature=41 54 22 137 120 24 89 34 10 141 95
split_gain=0.0178574 0.0465733 0.0614891 0.029113 0.082343 0.0912658 0.0799115 0.0921956 0.151272 0.104552 0.170399
threshold=0.0010585968848317864 0.0062037324532866487 0.00037263428384903824 0.00017767510871635753 0.0003614811430452392 0.00087947337306104611 0.00043393640953581786 0.0010263677686452868 0.057509137317538268 0.0044099434744566688 0.0058306583669036635
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 -5 9 -9 -11
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12
leaf_value=6.6003512124122458e-05 5.2477394206584204e-05 9.7521776061180071e-05 0.0032227938584527428 0.00034306599040752068 -0.0018525979522751338 0.000400326829995017 8.3997239679750848e-05 -0.0019214320523361357 0.0015765549534670477 -0.0011404708964349306 0.0011042666989225427
leaf_weight=5672.7931444644928 333.73204576969147 47.628080725669861 43.23770010471344 277.59547257423401 68.909022450447083 1067.8248621225357 898.37956881523132 348.25967621803284 83.976335167884827 562.27973711490631 155.38442265987396
leaf_count=2699 212 27 16 143 36 506 518 193 25 337 68
internal_value=0 0.00038037 0.00158466 -1.7679e-05 -0.000154776 0.000263754 -0.000359326 -0.000638326 -0.000875243 -0.0010684 -0.000654454
internal_weight=0 424.598 90.8658 9135.4 3462.61 1136.73 2325.88 1427.5 1149.9 1065.92 717.664
internal_count=4780 255 43 4525 1826 542 1284 766 623 598 405
is_linear=0
shrinkage=0.06


Tree=849
num_leaves=12
num_cat=0
split_feature=87 58 95 71 35 94 128 80 75 79 141
split_gain=0.0180264 0.0531497 0.0445002 0.025929 0.0787321 0.118249 0.106859 0.12327 0.0642932 0.0827339 0.0617886
threshold=0.052634395658969886 0.0062037324532866487 0.00057154725072905432 0.010829726699739696 0.016164712607860569 0.0028552538715302949 0.00070876078098081063 0.0014427106943912806 0.0072436286136507997 0.028884131461381916 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 8 -6 -7 -8 10 -10 -5
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12
leaf_value=8.1485649388192874e-05 0.0013667677492129461 0.0020017870799189171 -0.00087264075063326252 -0.00083216267551719817 0.0031659926740239411 -0.0025311286718602386 -0.00057673500742636745 0.0025895868168903072 -0.0017841204279220491 0.0012923542752997321 -4.8971600548991676e-05
leaf_weight=4979.0792061090469 49.047781229019165 63.303142905235291 91.609664678573608 404.80950784683228 61.951509594917297 41.817999601364136 99.106859803199768 79.989502429962158 169.49879467487335 38.643117904663086 3481.1429814100266
leaf_count=2631 18 19 36 184 23 25 57 32 127 20 1608
internal_value=0 0.00055802 -9.17506e-05 -1.21648e-05 -0.000118698 0.000849423 0.000199782 0.000837434 -0.000185587 -0.00121295 -0.000130559
internal_weight=0 203.961 140.657 9356.04 4376.96 282.866 220.914 179.096 4094.09 208.142 3885.95
internal_count=4780 73 54 4707 2076 137 114 89 1939 147 1792
is_linear=0
shrinkage=0.06


Tree=850
num_leaves=12
num_cat=0
split_feature=113 45 29 42 71 42 10 58 72 47 115
split_gain=0.0173061 0.0838543 0.193644 0.105733 0.091187 0.0697078 0.157138 0.162586 0.213537 0.234986 0.202179
threshold=0.0034400182776153092 0.074787221848964705 0.0087224207818508166 0.049604203552007682 0.012636432424187662 0.0095705352723598498 0.022641776129603389 0.001792412775103003 0.0010263677686452868 0.013439828064292671 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 10 -9 -10 -7
right_child=-2 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=1.0762112740726752e-05 0.00012484335224413913 -0.0040405640149841059 0.00018740023872326303 0.00024854465855767222 0.0022103311090232573 0.0033305498921389846 0.00027370723305351728 -0.0053310221488951353 -0.00017729498940575648 -0.0039467182570000663 -0.0010320721343702441
leaf_weight=5215.7804881334305 2818.7402318716049 61.951509594917297 105.25727689266205 231.32388043403625 135.11963355541229 52.290730118751526 460.21190774440765 58.572426319122314 192.13622498512268 86.271198630332947 142.34455990791321
leaf_count=2967 1241 23 34 64 32 18 164 33 84 47 73
internal_value=0 -5.22011e-05 -0.00137908 -1.84524e-05 0.000971919 -7.69154e-05 -0.00053799 -0.00124067 -0.00203812 -0.00134534 0.00013999
internal_weight=0 6741.26 167.209 6574.05 366.444 6207.61 991.827 531.615 336.98 278.407 194.635
internal_count=4780 3539 57 3482 96 3386 419 255 164 131 91
is_linear=0
shrinkage=0.06


Tree=851
num_leaves=12
num_cat=0
split_feature=17 72 14 39 5 0 101 124 51 9 122
split_gain=0.0190579 0.0549494 0.0902457 0.142746 0.0984954 0.23804 0.152898 0.133158 0.0922023 0.0861428 0.105221
threshold=0.0025217677466571335 0.011169348377734424 0.00093549740267917525 0.0056525857653468856 0.0044099434744566688 0.0044099434744566688 0.00017767510871635753 0.00040826165059115743 0.0013560238294303419 0.0053125319536775359 0.00090704852482303988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -8 10 -5
right_child=1 -3 -4 9 -6 -7 8 -9 -10 -11 -12
leaf_value=-5.2071860265361669e-05 0.00028653576166546901 0.00069014945963145424 -0.00042556980462955379 -0.0015461701436936235 -0.00063792334591798315 0.0039642077092854307 0.002148964251140795 -0.0041695717734083334 0.00031616397930944219 0.002104586782455876 0.00055449577216886608
leaf_weight=6938.4865349531174 64.518641829490662 519.85398805141449 964.85759341716766 243.13853371143341 127.54951596260071 94.312931299209595 193.6239926815033 38.575050711631775 201.79700446128845 40.602500677108765 132.68378043174744
leaf_count=3392 25 309 542 149 64 28 70 25 89 19 68
internal_value=0 0.000137821 1.20046e-06 0.000363421 0.000874607 0.00120003 0.000677086 -0.00138083 0.00121362 -0.000520885 -0.000804532
internal_weight=0 2621.51 2101.66 1136.8 720.377 592.828 498.515 103.094 395.421 416.425 375.822
internal_count=4780 1388 1079 537 301 237 209 50 159 236 217
is_linear=0
shrinkage=0.06


Tree=852
num_leaves=12
num_cat=0
split_feature=31 126 19 149 71 104 104 79 94 29 73
split_gain=0.0182384 0.0822181 0.0887445 0.120182 0.121022 0.143212 0.113735 0.0865794 0.0848025 0.141725 0.0720855
threshold=0.0056525857653468856 0.0014881226234138014 0.0063990866765379914 0.00085274505545385193 0.02129978779703379 0.0033348383149132137 0.0049928687512874612 0.0026012937305495147 0.0033348383149132137 0.0068083447404205808 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -4 9 -3 -8
right_child=1 8 7 4 5 -7 10 -9 -10 -11 -12
leaf_value=-3.2855836199609165e-05 -0.00027119844480846063 6.2008027685002775e-05 -0.0010914596958748358 0.00096746841087544193 0.0020320873006110158 -0.0020100618018072808 0.0019230470408609357 0.0006092227572960467 0.00046774913110669987 -0.003721280238885653 0.0046303364347809739
leaf_weight=8261.4736409187317 205.0350980758667 75.462987422943115 208.41418135166168 135.79059493541718 61.883442401885986 64.38250744342804 65.194458484649658 223.14115810394287 114.17417252063751 67.557389140129089 77.490437388420105
leaf_count=4069 137 31 127 78 28 35 23 141 46 40 25
internal_value=0 0.000209035 0.000446307 0.000912279 0.00151181 -2.89885e-05 0.00221043 -0.0002121 -0.000751633 -0.00172507 0.00339334
internal_weight=0 1298.53 1041.33 609.777 404.741 126.266 278.475 431.555 257.195 143.02 142.685
internal_count=4780 711 594 326 189 63 126 268 117 71 48
is_linear=0
shrinkage=0.06


Tree=853
num_leaves=12
num_cat=0
split_feature=2 145 2 150 72 147 77 43 53 82 85
split_gain=0.0179973 0.0540596 0.0326763 0.119532 0.0801845 0.0393635 0.0856892 0.025865 0.0704529 0.0769356 0.0673072
threshold=0.060991313308477409 0.060120910406112678 0.0070226341485977182 0.007706565549597145 0.000490355829242617 0.0027679565828293566 0.0026833302108570938 0.0081988852471113222 0.040252277627587325 0.00047558375808876013 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -6 -7 -1 9 -9 -11
right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12
leaf_value=-3.7304022927638609e-05 0.001514766195877366 -0.00032273265937643415 -0.0016589050139678015 -0.0026948774825621205 0.0014587614828107255 -0.0017174089063125796 0.0015274383908347878 -0.0022908704470898824 0.0016189767697896277 -0.00013070365647349338 0.00072311445157561681
leaf_weight=7378.526090502739 106.67697739601135 125.39078688621521 78.774003505706787 75.531054615974426 98.907513499259949 61.275692939758301 56.141428470611572 46.344514608383179 121.40395414829254 875.08574295043945 535.9423086643219
leaf_count=3942 25 32 26 26 24 25 21 26 39 371 223
internal_value=0 0.000521929 -1.2985e-05 -0.000565054 -1.9922e-05 0.000576909 -0.000165929 9.8582e-06 0.000230274 0.000114591 0.000193597
internal_weight=0 232.068 9327.93 370.63 295.099 216.325 117.417 8957.3 1578.78 1457.37 1411.03
internal_count=4780 57 4723 122 96 70 46 4601 659 620 594
is_linear=0
shrinkage=0.06


Tree=854
num_leaves=12
num_cat=0
split_feature=125 100 76 17 148 135 125 69 54 10 21
split_gain=0.0186861 0.0953938 0.120377 0.117872 0.122269 0.184724 0.0991449 0.095808 0.0780795 0.0760884 0.0751897
threshold=0.0048403022810816774 0.0044099434744566688 0.0028552538715302949 0.02636832278221846 0.0079489401541650313 0.00017767510871635753 0.0056525857653468856 0.0005375427135732026 0.035692447796463973 0.0051502294372767219 0.0049928687512874612
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 7 -2 -3 10 -7 -8
right_child=1 2 -4 -5 -6 9 8 -9 -10 -11 -12
leaf_value=4.8968135186452333e-05 -0.0014770437441112745 -0.0026012212969431557 0.0024054280833084815 0.0020490328806207986 -0.0005870945585829385 -0.0025630862426972291 3.6888858958379335e-05 0.0012323339258672602 0.0023807127407362801 -0.006010217433962288 0.001960713588536383
leaf_weight=7130.2240673303604 136.19414281845093 45.060948491096497 40.06281840801239 42.561883449554443 363.12278735637665 43.709315180778503 1527.0692633390427 48.979714035987854 57.424994587898254 48.775512456893921 76.814620733261108
leaf_count=3410 96 25 11 18 197 29 884 23 22 38 27
internal_value=0 -0.000143698 -0.000777583 -0.000992913 -0.00122847 -0.00247707 7.92716e-05 -0.00060457 0.000206858 -0.00438107 0.000129026
internal_weight=0 2429.78 632.273 592.21 549.648 186.525 1797.5 94.0407 1661.31 92.4848 1603.88
internal_count=4780 1370 341 330 312 115 1029 48 933 67 911
is_linear=0
shrinkage=0.06


Tree=855
num_leaves=12
num_cat=0
split_feature=58 15 30 51 21 99 144 1 71 27 73
split_gain=0.0178381 0.0723289 0.126887 0.131907 0.165336 0.157841 0.153149 0.163285 0.199738 0.120655 0.130649
threshold=0.0015349716995842757 0.0019071503775194289 0.00017767510871635753 0.00043393640953581786 0.00040826165059115743 0.00050559637020342063 0.0011261500185355546 0.0012357163941487672 0.0027679565828293566 0.00043393640953581786 0.0023699469165876512
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -5 10 -8
right_child=-2 2 3 6 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0003464250268946177 -5.5029276278561001e-05 0.00089480078599563008 0.0050195530600123965 -0.00062692821551659395 2.209628361485584e-05 0.00016290800544188676 0.00030014052805846063 -0.0001680909017058869 -0.0050704065611577578 0.00040497397706573045 -0.0041731831780309203
leaf_weight=847.77109742164612 6589.419762969017 818.40463221073151 59.384377360343933 69.584839105606079 185.58226001262665 40.534433484077454 47.764215111732483 157.74735331535339 76.406217575073242 621.12443220615387 46.276447415351868
leaf_count=567 3163 342 21 34 89 24 17 85 57 350 31
internal_value=0 0.000122067 0.000309166 -5.8271e-05 0.00108156 0.00304934 -0.000377657 -0.0015064 -0.00295248 0.000101732 -0.00190114
internal_weight=0 2970.58 2122.81 1304.4 285.501 99.9188 1018.9 303.738 145.991 715.165 94.0407
internal_count=4780 1617 1050 708 134 45 574 176 91 398 48
is_linear=0
shrinkage=0.06


Tree=856
num_leaves=12
num_cat=0
split_feature=133 83 108 87 77 108 44 18 142 97 145
split_gain=0.0170083 0.0726164 0.0997856 0.0794272 0.089787 0.151142 0.112348 0.0836397 0.112424 0.106279 0.0959989
threshold=0.010829726699739696 0.036783467978239066 0.0051502294372767219 0.00070876078098081063 0.0013146653072908523 0.0011615398107096555 0.0010918468469753864 0.0021592099219560628 0.0056525857653468856 0.00043393640953581786 0.0026833302108570938
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 9 -9 -5 -10
right_child=1 2 -4 7 -6 -7 -8 8 10 -11 -12
leaf_value=-4.0020567429717592e-05 0.005051142471294027 -5.3136038263690225e-05 0.0024049486937821425 -0.0015081067436857588 -5.4120333056126295e-05 0.00037417027688377817 0.00089750663962051666 -0.0014482664551859368 0.00025080650783323712 0.00029004230097231653 0.0036781741266979466
leaf_weight=7647.5741350650787 52.290730118751526 122.41525149345398 115.59387302398682 328.87005007266998 634.43170845508575 249.28895080089569 42.493816256523132 61.679240822792053 69.516771912574768 184.83837616443634 51.007164001464844
leaf_count=3760 18 60 37 188 373 126 23 43 39 96 17
internal_value=0 0.000160038 0.00114068 2.06446e-05 0.000369142 0.00114959 0.00318898 -0.000469369 0.000635118 -0.000861111 0.00170131
internal_weight=0 1912.43 238.009 1674.42 978.505 344.073 94.7845 695.912 182.203 513.708 120.524
internal_count=4780 1020 97 923 540 167 41 383 99 284 56
is_linear=0
shrinkage=0.06


Tree=857
num_leaves=12
num_cat=0
split_feature=123 109 84 119 135 77 95 44 77 84 144
split_gain=0.0178966 0.0669619 0.0662646 0.129092 0.0865112 0.101718 0.0805609 0.0762809 0.0616447 0.0577574 0.077388
threshold=0.00066645268816500913 0.02129978779703379 0.0048403022810816774 0.0049928687512874612 0.00039601318712811922 0.00068727668258361529 0.0027679565828293566 0.0038949446752667431 0.0013146653072908523 0.0016846025246195497 0.00070876078098081063
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 -4 7 -6 -3 -1 -11
right_child=1 8 4 -5 6 -7 -8 -9 -10 10 -12
leaf_value=-8.5182655560157661e-06 0.00022108010272592802 -0.0027245272312927957 0.0043316511501352651 -0.0033370956456802562 0.00071550290103542153 0.00074430676856117783 0.0016634469599083343 -0.0024448158786615154 -0.00030637616154413177 -0.001210176045481161 8.2004244457500842e-05
leaf_weight=5931.8692985773087 2416.8771277666092 50.871029615402222 44.589333415031433 43.777382373809814 50.331347346305847 78.637869119644165 63.910892367362976 60.599876284599304 149.43820714950562 351.37134599685669 317.72635817527771
leaf_count=2916 1317 27 12 24 19 36 22 27 76 155 149
internal_value=0 0.000133708 -5.04031e-05 -8.96626e-05 0.000824792 0.00204237 -3.33497e-05 -0.00101093 -0.000920496 -6.81257e-05 -0.000596574
internal_weight=0 2617.19 6942.81 6644.74 298.069 123.227 174.842 110.931 200.309 6600.97 669.098
internal_count=4780 1420 3360 3244 116 48 68 46 103 3220 304
is_linear=0
shrinkage=0.06


Tree=858
num_leaves=12
num_cat=0
split_feature=90 44 117 53 34 59 3 54 104 106 34
split_gain=0.017248 0.0209485 0.0915881 0.176822 0.189789 0.153148 0.140847 0.138693 0.130593 0.169495 0.110898
threshold=0.0070226341485977182 0.0028552538715302949 0.012636432424187662 0.023343417793512348 0.00899649551138282 0.0063990866765379914 0.00038414125447161501 0.0045489775948226461 0.0033348383149132137 0.004017772153019906 0.021960759535431865
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 -5 8 9 -7 -6
right_child=-2 -3 3 4 10 7 -8 -9 -10 -11 -12
leaf_value=5.1331817319986193e-05 0.0010306360887456039 8.1959310694269688e-05 0.00023260156918512951 -0.0059480281536412778 0.00096864136166166515 -0.0016316401686046569 -0.0011571312632375694 -0.0041726389450011626 -0.00333479115247663 0.0030629326514699092 -0.0027881190414441081
leaf_weight=3590.6302281618118 58.100811243057251 4795.2764036655426 687.81151366233826 58.572426319122314 71.004539608955383 63.570556402206421 35.468236207962036 55.869159698486328 47.628080725669861 49.047781229019165 47.020331263542175
leaf_count=1903 20 2316 311 33 25 47 15 41 27 18 24
internal_value=0 -6.30198e-06 -9.62258e-05 -0.000570982 -0.00213025 -0.000205171 -0.0041411 -0.00159843 -0.000700945 0.00041295 -0.000528027
internal_weight=0 9501.9 4706.62 1115.99 212.066 903.927 94.0407 216.116 160.246 112.618 118.025
internal_count=4780 4760 2444 541 97 444 48 133 92 65 49
is_linear=0
shrinkage=0.06


Tree=859
num_leaves=12
num_cat=0
split_feature=15 10 149 106 35 43 137 30 117 107 29
split_gain=0.0176577 0.0679812 0.0614375 0.0584875 0.0708733 0.152955 0.0935482 0.0945316 0.0835149 0.0871323 0.114578
threshold=0.0027679565828293566 0.00050559637020342063 0.02129978779703379 0.0019071503775194289 0.00017767510871635753 0.040252277627587325 0.00064626874518580746 0.00038414125447161501 0.0031340263085439806 0.0031340263085439806 0.0046923852059990176
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 8 -8 9 -6 -11
right_child=1 3 -4 -5 5 -7 7 -9 -10 10 -12
leaf_value=0.00013768093910305663 -0.0024257878607963431 -0.0014705161996385406 0.00086539937309187552 5.5971025030773207e-05 0.00054363073853469274 0.0029173038888110838 0.0021368989980428471 -0.00017048135445727063 -0.0013533366625581322 0.00039425780638321445 -0.0041417021036665985
leaf_weight=2482.5967026948929 77.689783692359924 188.01325786113739 27.698772311210632 5717.469966173172 236.38522243499756 53.574296236038208 89.582214713096619 223.14115810394287 383.38757646083832 42.561883449554443 37.899234056472778
leaf_count=1492 58 101 14 2514 121 19 42 141 233 18 27
internal_value=0 -4.82954e-05 -0.00156078 -2.54328e-05 -0.000396423 -0.000207077 -0.000372322 0.000490487 -0.000757651 -3.68655e-05 -0.00174229
internal_weight=0 7077.4 105.389 6972.01 1254.54 1066.53 1012.96 312.723 700.234 316.846 80.4611
internal_count=4780 3288 72 3216 702 601 582 183 399 166 45
is_linear=0
shrinkage=0.06


Tree=860
num_leaves=12
num_cat=0
split_feature=29 117 8 45 135 46 112 146 58 145 47
split_gain=0.0182689 0.0929432 0.135411 0.132785 0.127406 0.150923 0.109711 0.125918 0.135222 0.141414 0.178101
threshold=0.010180860292166473 0.0019672545604407792 0.004017772153019906 0.0058306583669036635 0.00044738779251929378 0.0020292587578296666 0.0019071503775194289 0.00017767510871635753 0.001792412775103003 0.00093549740267917525 0.0014427106943912806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -3 9 10 -9
right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-5.7759949708797702e-05 0.00025562181322259483 -0.002669327883769754 -0.00097700747499251885 0.0028971776058896955 -0.004445213219328956 -0.0032824033378641673 -0.00039029507981729809 0.00012069065055184925 0.00018648288569749182 0.00058318858743783861 0.0035956425841467653
leaf_weight=6437.9249742031097 128.29339981079102 45.060948491096497 69.516771912574768 58.776627898216248 46.276447415351868 65.598006367683411 732.40084707736969 80.461117506027222 1315.1592854261398 424.40333557128906 156.12830650806427
leaf_count=3381 57 25 39 18 31 41 323 45 585 174 61
internal_value=0 0.000119105 -0.000775835 0.00079792 -0.00161651 -0.000941375 0.000238857 0.000466834 0.000538346 0.00123844 0.00241385
internal_weight=0 3122.08 368.461 128.293 240.168 193.891 2753.61 2021.21 1976.15 660.993 236.589
internal_count=4780 1399 186 57 129 98 1213 890 865 280 106
is_linear=0
shrinkage=0.06


Tree=861
num_leaves=12
num_cat=0
split_feature=71 99 52 5 137 43 121 7 78 98 98
split_gain=0.0169769 0.0512494 0.0917479 0.0786277 0.0793053 0.0701042 0.0582724 0.074085 0.121663 0.0767337 0.0472281
threshold=0.15819545835256579 0.0011615398107096555 0.00096484774257987748 0.0022975050378590827 0.00037263428384903824 0.0056525857653468856 0.0063990866765379914 0.00047558375808876013 0.00068727668258361529 0.049604203552007682 0.049604203552007682
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 6 -5 -2 7 8 -4 -10 -7
right_child=1 2 3 4 -6 10 -8 -9 9 -11 -12
leaf_value=-2.0528325336932701e-05 -0.0019507269522125552 0.0026623307822817347 0.0012958251089833766 0.0027384247189713999 -0.00050101763101965328 0.0018340178517755883 -0.0021644082611630444 0.002214526393478646 -0.0043697066939181834 -0.00030440486988377621 -0.00073168113624738499
leaf_weight=8968.7963492870331 74.043286919593811 69.720973491668701 63.303142905235291 73.571671843528748 43.169632911682129 48.440031766891479 50.871029615402222 45.872899532318115 34.048535704612732 32.833036780357361 55.329477429389954
leaf_count=4519 40 24 19 27 21 15 27 13 24 18 33
internal_value=0 0.000311423 0.0006778 0.000275194 0.00154052 -0.000540354 -0.000375738 0.00014109 -0.000589523 -0.002374 0.000465998
internal_weight=0 591.204 413.391 343.67 116.741 177.813 226.929 176.058 130.185 66.8816 103.77
internal_count=4780 261 173 149 48 88 101 74 61 42 48
is_linear=0
shrinkage=0.06


Tree=862
num_leaves=12
num_cat=0
split_feature=104 127 135 104 60 83 105 135 110 15 76
split_gain=0.0176743 0.0811243 0.164338 0.0735058 0.112404 0.0878544 0.0852576 0.0810375 0.170408 0.0671091 0.0713933
threshold=0.015200819820165636 0.0066005610860884198 0.00057154725072905432 0.024810968898236755 0.00062670491752214741 0.036783467978239066 0.0019672545604407792 0.0023699469165876512 0.00085274505545385193 0.023343417793512348 0.00244467705488205
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 9 8 -6 10 -2
right_child=1 2 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=-4.0692585610274516e-05 -0.00099090466930976508 0.00092734531331252891 -0.0039245353211565257 0.00024212545624248985 -9.749217060911674e-05 0.0016666605616137017 0.00097169364906776409 -3.5966574825607802e-05 -0.0047756107921021317 -0.0022139472030047007 0.001677808062484675
leaf_weight=7655.3728239536285 90.258031368255615 50.331347346305847 50.195212960243225 869.48957395553589 56.817245125770569 238.41752767562866 270.4386134147644 96.811996340751648 55.329477429389954 66.409957408905029 60.128261208534241
leaf_count=4140 40 19 29 258 19 67 97 35 33 29 14
internal_value=0 0.000163558 -0.00149531 0.000255992 -5.81648e-05 0.000722885 0.000261069 -0.00130769 -0.00240552 -0.000625387 7.61145e-05
internal_weight=0 1904.63 100.527 1804.1 1078.45 725.652 487.235 208.959 112.147 216.796 150.386
internal_count=4780 640 48 592 345 247 180 87 52 83 54
is_linear=0
shrinkage=0.06


Tree=863
num_leaves=12
num_cat=0
split_feature=143 19 68 148 150 47 106 40 114 9 70
split_gain=0.0179802 0.114016 0.102684 0.112344 0.0812436 0.0916684 0.115814 0.0784667 0.0700211 0.0679507 0.100997
threshold=0.022641776129603389 0.010180860292166473 0.033603202551603324 0.0005893622583243997 0.0053125319536775359 0.0084566329605877417 0.0098710241727530974 0.00244467705488205 0.00096484774257987748 0.00073092587990686308 0.00093549740267917525
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 9 -3 -7 10 -5
right_child=1 7 -4 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-2.6736114116325154e-05 -0.0025254983711698346 -0.0035834288575366914 0.0031596422282112861 6.870206473700297e-05 -0.00050350785167927717 0.0036557365127574508 0.0038215871855166866 -0.00045837681384438048 0.00070019756629230792 0.0012515019500637153 -0.0036673951097326049
leaf_weight=8647.0928689241409 43.709315180778503 34.656285166740417 52.966546773910522 138.35772716999054 166.80038332939148 71.68035626411438 34.184670090675354 174.90532791614532 48.303897380828857 115.25353705883026 32.089152932167053
leaf_count=4281 29 27 16 80 87 23 14 111 25 62 25
internal_value=0 0.000253246 0.000619255 0.000412368 0.000624035 0.0010516 0.00052113 -0.000975183 0.00246588 0.000126223 -0.000634674
internal_weight=0 912.907 703.346 650.379 606.67 439.869 319.885 209.562 119.984 285.7 170.447
internal_count=4780 499 361 345 316 229 181 138 48 167 105
is_linear=0
shrinkage=0.06


Tree=864
num_leaves=12
num_cat=0
split_feature=7 88 140 100 108 78 89 94 9 21 83
split_gain=0.0170772 0.0767349 0.0546035 0.0429723 0.0818084 0.0571553 0.0460597 0.0765648 0.047146 0.0563336 0.0448003
threshold=0.0072436286136507997 0.00039601318712811922 0.0068083447404205808 0.00099512818269431613 0.0022975050378590827 0.0092791137285530585 0.0015349716995842757 0.0005375427135732026 0.0005375427135732026 0.0042751494329422721 0.0032328735105693345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 -6 8 -8 9 -5 -3
right_child=1 3 -4 6 5 -7 7 -9 -10 -11 -12
leaf_value=-2.6553991611068947e-05 0.00060854602520713484 0.00041643265884432307 0.0033889661892719013 -0.0010049170581911638 0.00038986233905367298 0.0029263521294259571 0.0033186286168223255 -8.897650716878277e-05 -0.00013367910538614482 -0.0041469336946791972 -0.001429769961457098
leaf_weight=8615.3489072322845 60.531809091567993 158.69058346748352 43.845449566841125 102.82142376899719 59.18017578125 69.584839105606079 28.374588966369629 145.24717283248901 183.28254127502441 25.671322345733643 67.421254754066467
leaf_count=4183 32 111 19 70 36 34 12 98 115 20 50
internal_value=0 0.000242176 0.00177651 5.15841e-05 0.0005534 0.00176059 -0.000315297 0.00046792 -0.000751456 -0.00163265 -0.000134062
internal_weight=0 944.651 104.377 840.274 354.877 128.765 485.397 173.622 311.775 128.493 226.112
internal_count=4780 597 51 546 231 70 315 110 205 90 161
is_linear=0
shrinkage=0.06


Tree=865
num_leaves=12
num_cat=0
split_feature=150 129 62 39 59 104 47 32 14 98 42
split_gain=0.0180621 0.0657048 0.0923742 0.0870247 0.0834068 0.0595275 0.0806353 0.170865 0.243309 0.150709 0.130639
threshold=0.0053125319536775359 0.0053125319536775359 0.0005893622583243997 0.0035485138650983576 0.0034400182776153092 0.0056525857653468856 0.0066005610860884198 0.00055427959887310873 0.00047558375808876013 0.015675474889576439 0.0068083447404205808
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 10 -8 -9 -10 -1
right_child=1 2 3 4 -6 -7 7 8 9 -11 -12
leaf_value=1.1693184866304607e-06 2.5632564795093901e-05 -0.00056803381337366032 0.0032464158854320891 0.0021519387782323379 -0.00084517262360176272 -0.00032177357799899998 0.001208713962646614 -0.00341305049567882 0.00063524668373938532 -0.0031578089129404041 -0.0018546437805230524
leaf_weight=3434.7499140501022 2516.1492536067963 98.499110341072083 78.166254043579102 70.328722953796387 63.706690788269043 2063.9110113382339 590.05628716945648 76.474284768104553 383.93211400508881 41.817999601364136 142.20842552185059
leaf_count=2062 1076 54 23 27 37 898 250 52 193 25 83
internal_value=0 0.000127281 0.000950462 0.00165531 0.000727419 -5.34378e-05 6.51728e-05 0.000516385 -0.000297023 0.000262685 -7.26119e-05
internal_weight=0 2826.85 310.701 212.202 134.035 6733.15 4669.24 1092.28 502.224 425.75 3576.96
internal_count=4780 1217 141 87 64 3563 2665 520 270 218 2145
is_linear=0
shrinkage=0.06


Tree=866
num_leaves=12
num_cat=0
split_feature=107 88 19 47 81 42 79 92 42 143 81
split_gain=0.017245 0.0645262 0.0832543 0.151809 0.093673 0.0875495 0.116944 0.119644 0.0801142 0.0784269 0.0800563
threshold=0.0079489401541650313 0.014293605927377941 0.0072436286136507997 0.0042751494329422721 0.020658296532928947 0.0035485138650983576 0.00082683752407319855 0.0011980500421486797 0.014293605927377941 0.022641776129603389 0.013860232196748258
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8 -9 10 -5
right_child=1 -3 4 9 -6 6 7 8 -10 -11 -12
leaf_value=-4.931314045852811e-05 0.0023168377249559039 -0.0016890901146185658 -0.0013614619940651533 -8.7246820948257058e-05 0.0026300386178246282 0.0026274742095414496 0.0016799644231609665 -0.0029384638833352445 0.00020001913594134649 0.0014569446678575869 -0.0016487204921861785
leaf_weight=6955.4063210487366 98.09556245803833 68.233205795288086 74.651036381721497 1717.0758908987045 90.394165754318237 99.515262961387634 100.12301242351532 50.802962422370911 69.113224029541016 109.64765751361847 126.94176650047302
leaf_count=3769 36 38 43 648 30 27 30 32 21 45 61
internal_value=0 0.000131688 0.00018067 1.36084e-05 0.000887999 0.000488536 0.000920714 0.000148812 -0.00112961 -0.000102039 -0.000194738
internal_weight=0 2604.59 2536.36 2051.76 484.6 394.205 319.554 220.039 119.916 1953.67 1844.02
internal_count=4780 1011 973 790 183 153 110 83 53 754 709
is_linear=0
shrinkage=0.06


Tree=867
num_leaves=12
num_cat=0
split_feature=31 2 92 56 131 117 67 109 97 100 53
split_gain=0.0170964 0.080778 0.0701111 0.0666377 0.058137 0.0675491 0.108383 0.129275 0.084577 0.0929505 0.0976531
threshold=0.0056525857653468856 0.0014427106943912806 0.0092791137285530585 0.00017767510871635753 0.000490355829242617 0.0042751494329422721 0.00017767510871635753 0.004017772153019906 0.0019071503775194289 0.0013986918493174019 0.01884530205279589
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 7 -6 9 -7 -11
right_child=1 2 -4 -5 5 8 -8 -9 -10 10 -12
leaf_value=-3.1810592675923925e-05 -0.00081474229511659026 -0.0037486938622341899 0.00068762652808645162 -0.00065368295018770135 -0.00035188216504730935 -0.0012392425948710459 0.00043724087147692961 0.0036514589809052461 -0.001136673104721577 0.0013562290193998515 -0.0015474240039087496
leaf_weight=8261.4736409187317 130.65633046627045 44.453199028968811 52.898479580879211 57.356927394866943 41.142182946205139 86.135064244270325 287.52366554737091 98.703311920166016 146.5307389497757 304.82262980937958 48.303897380828857
leaf_count=4069 74 22 21 27 27 57 176 39 99 144 25
internal_value=0 0.000202385 -0.00108436 -0.00200505 0.000376426 0.000530038 0.00110361 0.00247369 0.00011158 0.000527978 0.000959041
internal_weight=0 1298.53 154.709 101.81 1143.82 1013.16 427.369 139.845 585.792 439.262 353.127
internal_count=4780 711 70 49 641 567 242 66 325 226 169
is_linear=0
shrinkage=0.06


Tree=868
num_leaves=12
num_cat=0
split_feature=15 115 93 114 110 38 84 7 35 79 27
split_gain=0.0175403 0.0718477 0.0623034 0.070598 0.0592556 0.114529 0.193005 0.0793293 0.0598769 0.104484 0.100541
threshold=0.0037758676335215573 0.099488973617553725 0.030689206905663017 0.000490355829242617 0.0035485138650983576 0.00017767510871635753 0.00044738779251929378 0.00093549740267917525 0.00017767510871635753 0.00017767510871635753 0.00064626874518580746
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 -6 -8 10 -10 -1
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.00012022414400936226 -7.432877000840709e-05 0.0021602216469827134 -0.0019643153539676962 0.00036176525629916744 -6.0433890084141749e-05 -0.00040906396894131405 0.0052606230624922465 0.0020195096863567762 -0.0012119034326117724 0.00012536908066009784 0.002670122184050913
leaf_weight=168.08394944667816 6409.9344186782837 52.222662925720215 106.06437265872955 84.311815857887268 103.63337481021881 141.53260886669159 51.68298065662384 57.356927394866943 234.15357089042664 2067.7909346818924 83.232451319694519
leaf_count=88 2912 23 70 48 58 85 15 27 142 1280 32
internal_value=0 -5.62707e-05 0.000117382 -0.000934165 0.000186235 0.000913476 0.00179362 0.00355574 8.53474e-05 -1.06581e-05 0.000964714
internal_weight=0 6462.16 3097.84 190.376 2907.47 354.206 212.673 109.04 2553.26 2301.94 251.316
internal_count=4780 2935 1845 118 1727 185 100 42 1542 1422 120
is_linear=0
shrinkage=0.06


Tree=869
num_leaves=12
num_cat=0
split_feature=77 145 106 95 144 133 12 10 100 68 44
split_gain=0.0165613 0.0732376 0.142246 0.11795 0.100516 0.151339 0.0794933 0.0939304 0.0874767 0.0857971 0.0778954
threshold=0.007706565549597145 0.00093549740267917525 0.0072436286136507997 0.00057154725072905432 0.00096484774257987748 0.002945306478068233 0.00747153488919139 0.00899649551138282 0.0021592099219560628 0.0092791137285530585 0.0020932231564074759
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 5 -2 7 8 -3 -9 -10
right_child=1 2 3 -5 -6 -7 -8 9 10 -11 -12
leaf_value=-3.9671502480458419e-05 0.004718581798222753 -0.0010431861711652248 -0.0016246361617621851 0.0013836807914948959 0.00010583491579302952 0.00081091968637503798 0.00016762311641301016 -0.0013684273324093171 -0.00097724613783976952 -0.0048425375819464754 0.0017279207471046988
leaf_weight=7633.595897436142 50.939096808433533 304.81777453422546 54.721727967262268 329.07910692691803 260.29650831222534 119.10423541069031 508.7054408788681 103.02562534809113 62.423124670982361 34.048535704612732 99.24299418926239
leaf_count=3691 22 192 30 125 175 65 318 55 36 24 47
internal_value=0 0.000157203 -4.12125e-05 0.00095476 0.000846988 0.00198152 -0.000384885 -0.000850564 -0.000444818 -0.00223138 0.000683392
internal_weight=0 1926.4 1496.06 383.801 430.34 170.043 1112.26 603.558 466.484 137.074 161.666
internal_count=4780 1089 827 155 262 87 672 354 275 79 83
is_linear=0
shrinkage=0.06


Tree=870
num_leaves=12
num_cat=0
split_feature=104 59 7 108 54 150 87 59 133 42 44
split_gain=0.0182852 0.0651659 0.187785 0.0854239 0.056226 0.245959 0.112794 0.103154 0.0799717 0.0652689 0.161349
threshold=0.015200819820165636 0.0098710241727530974 0.00062670491752214741 0.0051502294372767219 0.035692447796463973 0.00099512818269431613 0.00017767510871635753 0.0016846025246195497 0.00080172589514404546 0.0079489401541650313 0.0028552538715302949
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 9 8 -7 -8 -6 -1 -11
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12
leaf_value=1.6058711958914426e-06 0.00031060301092219783 -0.0037650016012177484 -0.0016500793470682067 0.000909767459593925 -0.00063995371126103603 0.0026988404370444281 0.0021731708843671311 -0.0010099905386997102 -0.0043080875714186654 -0.0012708768660204418 0.00012618492206058999
leaf_weight=6060.1822128295898 1629.3947023153305 56.681110739707947 68.233205795288086 150.31822538375854 54.250112891197205 144.64427864551544 63.978959560394287 85.799583554267883 35.332101821899414 526.27667391300201 684.90890073776245
leaf_count=3448 514 29 38 59 17 47 17 34 25 266 286
internal_value=0 0.000166361 -0.000687564 0.000110566 -4.13899e-05 0.000666192 0.0015038 0.000349719 -0.0020867 -7.87576e-05 -0.000480858
internal_weight=0 1904.63 275.233 218.551 7655.37 384.005 294.423 149.779 89.5822 7271.37 1211.19
internal_count=4780 640 126 97 4140 140 98 51 42 4000 552
is_linear=0
shrinkage=0.06


Tree=871
num_leaves=12
num_cat=0
split_feature=87 97 87 145 30 146 94 53 1 104 48
split_gain=0.0175734 0.0364403 0.0329638 0.118254 0.107043 0.0689988 0.137553 0.113316 0.0990466 0.0897731 0.0295508
threshold=0.052634395658969886 0.00017767510871635753 0.011519505176693203 0.0087224207818508166 0.00085274505545385193 0.010180860292166473 0.0025217677466571335 0.0056525857653468856 0.0012357163941487672 0.0025217677466571335 0.0095705352723598498
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 5 -5 6 8 -7 -4 -8 -1
right_child=1 -3 3 4 -6 7 9 -9 -10 -11 -12
leaf_value=6.3494074259673945e-06 -0.00025129404051600569 0.0013526869009702505 -0.0023735528043299517 -0.00067346546816865113 0.0022674317529113321 -0.0022948803605745073 -0.0014102464973453251 0.0015456554982084863 0.00076193768960558625 -0.0051291808978082823 0.0012839306593596036
leaf_weight=8750.2449181079865 101.94626080989838 102.01432800292969 61.815375208854675 89.042532444000244 89.178666830062866 44.317064642906189 42.425749063491821 73.571671843528748 87.758966326713562 52.018461346626282 65.666073560714722
leaf_count=4422 39 34 33 34 24 32 28 27 33 38 36
internal_value=0 0.000550964 -1.2011e-05 -0.000467008 0.000798106 -0.00109001 -0.00166585 0.00010191 -0.000533883 -0.00345858 1.58656e-05
internal_weight=0 203.961 9356.04 540.128 178.221 361.907 244.019 117.889 149.574 94.4442 8815.91
internal_count=4780 73 4707 249 58 191 132 59 66 66 4458
is_linear=0
shrinkage=0.06


Tree=872
num_leaves=12
num_cat=0
split_feature=0 20 109 87 131 15 0 8 140 21 98
split_gain=0.0161758 0.0696636 0.103025 0.0754927 0.112375 0.0661358 0.0659851 0.112748 0.096061 0.0848674 0.0668338
threshold=0.0058306583669036635 0.012636432424187662 0.016668972559273246 0.0011615398107096555 0.00082683752407319855 0.0098710241727530974 0.0066005610860884198 0.0060143163427710542 0.0051502294372767219 0.0015833032084628942 0.0005375427135732026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 8 9 -2 -8
right_child=6 2 -4 4 5 -7 10 -9 -10 -11 -12
leaf_value=-0.00011230840005288518 0.0015686637064710103 0.00029289093901368779 -0.0018157190678170329 0.0045072197666076617 -0.00055373998107689272 0.0022996349878142432 0.00047121737130851205 -0.00082964980668938902 0.0024621251938694642 -0.0021502167157606716 -0.00016178697299600964
leaf_weight=5794.5228687524796 52.8304123878479 224.15731072425842 52.8304123878479 45.872899532318115 53.438161849975586 64.586709022521973 834.20126295089722 98.431043148040771 158.15575647354126 37.967301249504089 2143.0059297084808
leaf_count=2857 26 114 26 13 29 20 468 59 55 22 1091
internal_value=0 -5.69892e-05 0.000670067 0.00100849 0.00198718 0.00100771 0.000106886 0.000889421 0.00156911 1.36041e-05 1.55783e-05
internal_weight=0 6235.41 440.885 388.055 163.898 118.025 3324.59 347.385 248.953 90.7977 2977.21
internal_count=4780 3059 202 176 62 49 1721 162 103 48 1559
is_linear=0
shrinkage=0.06


Tree=873
num_leaves=12
num_cat=0
split_feature=71 140 52 5 7 122 122 60 108 54 92
split_gain=0.0176517 0.0483955 0.0738109 0.0720988 0.0784258 0.0720989 0.0666176 0.125397 0.0542174 0.0518144 0.0341782
threshold=0.15819545835256579 0.0019672545604407792 0.00080172589514404546 0.0022975050378590827 0.00062670491752214741 0.00044738779251929378 0.00082683752407319855 0.00039601318712811922 0.00093549740267917525 0.0020292587578296666 0.037906534969806678
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 8 -3 4 6 -5 7 9 -2 -4 -1
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-6.1199050172244676e-05 0.00038139871790399777 0.0023923868873694377 -0.001840774761347241 0.0022200284910846931 0.0018625597629838234 -0.00050802041204316833 0.00097725884254200659 -0.0038865194091037359 -0.003012806657219575 0.00053534865504684006 0.00031976623769361531
leaf_weight=8020.8244616985321 36.683735132217407 65.802207946777344 53.438161849975586 102.62207746505737 50.399414539337158 52.8304123878479 61.951509594917297 49.451329112052917 31.481403470039368 86.543467402458191 947.97188758850098
leaf_count=4023 21 26 29 37 14 26 23 36 22 27 496
internal_value=0 0.000317551 0.000513526 0.000243133 -0.000297616 0.0012929 -0.000730704 -0.00128927 -0.00118618 -0.000371739 -2.09323e-05
internal_weight=0 591.204 523.039 457.236 301.784 155.452 251.384 189.433 68.1651 139.982 8968.8
internal_count=4780 261 218 192 129 63 115 92 43 56 4519
is_linear=0
shrinkage=0.06


Tree=874
num_leaves=12
num_cat=0
split_feature=108 92 60 114 78 25 125 43 35 115 102
split_gain=0.0167669 0.0476904 0.113215 0.0431403 0.0641062 0.0740405 0.0497561 0.0464311 0.0418775 0.0572246 0.0449334
threshold=0.0005375427135732026 0.037906534969806678 0.00039601318712811922 0.00040826165059115743 0.0036604277556762104 0.0010585968848317864 0.04273676127195359 0.0056525857653468856 0.0012357163941487672 0.0046923852059990176 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 8 -1 9 10 -5
right_child=-2 2 -4 6 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0018829098620115471 -2.4802254195626175e-05 0.0027407933004929518 -0.00089463058495896548 0.0011990461562734654 -0.0026167972177461784 0.0019916628014760517 0.0022766464054546484 0.00035430075537703826 -0.00022915953592702733 0.0021699740613565317 -0.0017022627256785103
leaf_weight=70.192588567733765 8711.2760300636292 78.637869119644165 50.7348952293396 41.21025013923645 46.208380222320557 45.129015684127808 45.129015684127808 63.706690788269043 296.37249398231506 75.394920229911804 36.007918477058411
leaf_count=37 4283 36 37 22 36 20 20 37 193 36 23
internal_value=0 0.00025457 0.00131512 6.38327e-05 -0.000624371 -0.000110112 0.000377543 -0.000818488 0.000186657 0.000994168 -0.000153875
internal_weight=0 848.724 129.373 719.351 225.237 179.028 494.115 133.899 448.986 152.613 77.2182
internal_count=4780 497 73 424 130 94 294 74 274 81 45
is_linear=0
shrinkage=0.06


Tree=875
num_leaves=12
num_cat=0
split_feature=150 107 2 127 107 33 100 72 106 71 2
split_gain=0.0165931 0.0665081 0.125242 0.110941 0.13752 0.143708 0.164284 0.134596 0.127624 0.156949 0.135709
threshold=0.0053125319536775359 0.0051502294372767219 0.028458753600716594 0.0036604277556762104 0.0079489401541650313 0.0053125319536775359 0.00057154725072905432 0.00017767510871635753 0.004017772153019906 0.055838862434029586 0.0018488886416889729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 -6 -10
right_child=-2 2 -4 -5 8 -7 7 -9 10 -11 -12
leaf_value=6.7944357290825519e-05 0.000121995549628867 -0.0054302751021792738 0.00094706047191818118 0.00039684205501601996 0.0012924993698305166 0.00017538801662022379 0.0015235692559634896 -0.0023752732871024458 -0.00053902206462009053 -0.0019560607767515515 -0.0031364494806891286
leaf_weight=4811.7197194099426 2826.8500317335129 53.302027463912964 235.31071317195892 364.07087278366089 247.73797118663788 104.37725865840912 38.103435635566711 195.03883790969849 531.34772646427155 68.301272988319397 83.840200781822205
leaf_count=2728 1217 39 57 175 97 51 12 109 227 33 35
internal_value=0 -5.12187e-05 -0.000349631 -0.000530595 -0.000785996 -0.0017306 -0.00242512 -0.00173807 -0.00038956 0.000590432 -0.00089301
internal_weight=0 6733.15 1921.43 1686.12 1322.05 390.822 286.444 233.142 931.227 316.039 615.188
internal_count=4780 3563 835 778 603 211 160 121 392 130 262
is_linear=0
shrinkage=0.06


Tree=876
num_leaves=12
num_cat=0
split_feature=143 15 19 108 51 47 20 146 10 27 54
split_gain=0.0166391 0.106411 0.0742653 0.109951 0.105259 0.190286 0.122939 0.064817 0.0556736 0.0716486 0.0408966
threshold=0.022641776129603389 0.099488973617553725 0.010180860292166473 0.0038949446752667431 0.00080172589514404546 0.011519505176693203 0.0016846025246195497 0.0056525857653468856 0.0045489775948226461 0.0060143163427710542 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 -5 7 -6 10 -10 -2
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 -12
leaf_value=-2.5719667398413487e-05 0.00055904184877403243 0.0029426089390737907 -0.00089473622710965956 -0.0031792649907495143 0.0032626227568712898 0.0024004738676976999 -0.00049302355458752162 0.00098388553159167356 -0.0028033986175335117 0.00045024942334065247 -0.0016962001897995987
leaf_weight=8647.0928689241409 160.17835116386414 49.723597884178162 209.56161308288574 48.911646842956543 129.17341804504395 39.994751214981079 67.6254563331604 68.909022450447083 64.246373057365417 39.250867366790771 35.332101821899414
leaf_count=4281 97 16 138 28 40 16 35 36 45 23 25
internal_value=0 0.000243618 8.81426e-05 0.000403269 0.00111785 -0.000669206 0.0017158 0.00246989 -0.000444201 -0.00156947 0.000151481
internal_weight=0 912.907 863.184 653.622 354.614 88.9064 265.708 198.082 299.008 103.497 195.51
internal_count=4780 499 483 345 155 44 111 76 190 68 122
is_linear=0
shrinkage=0.06


Tree=877
num_leaves=12
num_cat=0
split_feature=101 140 63 38 87 37 104 81 77 114 33
split_gain=0.0167583 0.0705505 0.0838014 0.143419 0.145061 0.111543 0.0899998 0.101877 0.0891773 0.0900343 0.0724259
threshold=0.010829726699739696 0.076978169381618514 0.0021592099219560628 0.00085274505545385193 0.0022975050378590827 0.0014427106943912806 0.002945306478068233 0.0021592099219560628 0.0013146653072908523 0.0019071503775194289 0.0027679565828293566
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -8 10 -10 -2
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=-3.0043298806040573e-05 -0.0024744324572200517 0.0016460101411227674 0.00065574839336472713 0.00074671463413543188 -0.0056748811525545381 -0.0010231634985143232 -0.00056284238239983242 -0.0045260301029026563 0.0034838652421310761 -0.00030902706503883892 0.00070493064021914353
leaf_weight=8363.7505271434784 55.261410236358643 111.67510747909546 478.51245880126953 236.6574912071228 39.858616828918457 34.724352359771729 64.450574636459351 36.615667939186096 45.129015684127808 44.992881298065186 48.371964573860168
leaf_count=4179 38 39 249 101 26 22 30 26 20 30 20
internal_value=0 0.000210052 6.21961e-05 -0.000406439 -0.0011452 -0.00350913 -0.000547184 -0.00199868 0.000209943 0.00159028 -0.000990431
internal_weight=0 1196.25 1084.57 606.062 369.404 74.583 294.822 101.066 193.755 90.1219 103.633
internal_count=4780 601 562 313 212 48 164 56 108 50 58
is_linear=0
shrinkage=0.06


Tree=878
num_leaves=12
num_cat=0
split_feature=95 37 61 92 80 29 121 114 108 45 120
split_gain=0.016146 0.0655859 0.125586 0.106269 0.0989224 0.111376 0.0699299 0.0688309 0.0422108 0.0371117 0.0307788
threshold=0.020658296532928947 0.0037758676335215573 0.0014881226234138014 0.00055427959887310873 0.0062037324532866487 0.0060143163427710542 0.0011261500185355546 0.00017767510871635753 0.0087224207818508166 0.004017772153019906 0.00096484774257987748
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 8 9 -5 -4 -3 -1
right_child=1 6 4 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=1.0586713320723398e-05 -0.0030251199830011828 0.00089057370674860232 -0.00061270133678481456 0.0018626956931034355 -0.00081446544536747315 0.003300032817298407 -0.0025986004793814859 -0.00087864897042335874 0.0016664279075162475 -0.0014405882847148166 -0.00041643179556784087
leaf_weight=8269.5737302303314 47.56001353263855 72.151971340179443 51.478779077529907 56.817245125770569 57.288860201835632 114.91805636882782 50.7348952293396 78.569801926612854 67.761590719223022 37.291484594345093 655.85363984107971
leaf_count=4141 32 36 30 19 32 39 37 41 25 24 324
internal_value=0 0.000292434 0.000646878 -0.000585288 0.00142033 0.0019671 -0.000757311 0.000271798 0.000682476 9.62595e-05 -2.07912e-05
internal_weight=0 634.573 474.394 182.947 291.447 234.158 160.178 135.387 119.24 109.443 8925.43
internal_count=4780 315 218 92 126 94 97 60 55 60 4465
is_linear=0
shrinkage=0.06


Tree=879
num_leaves=12
num_cat=0
split_feature=104 117 23 135 61 141 145 54 25 134 23
split_gain=0.0166751 0.0485874 0.0903346 0.0887851 0.0995564 0.109575 0.0738407 0.0846781 0.0710806 0.120612 0.111769
threshold=0.015200819820165636 0.0095705352723598498 0.036783467978239066 0.0018488886416889729 0.0054799309000372895 0.00085274505545385193 0.0014427106943912806 0.0062037324532866487 0.0038949446752667431 0.00055427959887310873 0.017724351026117805
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 5 -3 -2 -8 9 -9 -11
right_child=1 2 -4 -5 -6 -7 7 8 -10 10 -12
leaf_value=-3.9525630825001128e-05 -0.0021107509349879861 -0.00045734409221813931 0.0017914092399904905 0.00084057438375346755 0.0008021334082118053 -0.0043455931248235101 0.0010660135562784402 0.00023411662145523645 -0.0017319959800599989 9.2480806828598488e-05 -0.0037637596919054667
leaf_weight=7655.3728239536285 59.855992436408997 64.586709022521973 166.06135475635529 275.84514665603638 76.206871271133423 43.777382373809814 236.86169278621674 775.17664265632629 97.891360878944397 52.290730118751526 56.073361277580261
leaf_count=4140 34 20 46 81 24 24 86 230 51 18 26
internal_value=0 0.000158868 0.000591726 0.000159029 -0.000859555 -0.00202814 -5.32956e-05 4.77892e-05 -0.000197952 -2.79886e-05 -0.00190294
internal_weight=0 1904.63 626.477 460.416 184.571 108.364 1278.15 1218.29 981.432 883.541 108.364
internal_count=4780 640 195 149 68 44 445 411 325 274 44
is_linear=0
shrinkage=0.06


Tree=880
num_leaves=12
num_cat=0
split_feature=71 107 141 54 96 92 54 96 96 131 122
split_gain=0.016389 0.0514938 0.0624894 0.0699669 0.0533168 0.129156 0.0661194 0.0515842 0.0509013 0.0273735 0.103657
threshold=0.15819545835256579 0.0045489775948226461 0.0010263677686452868 0.0020292587578296666 0.0037758676335215573 0.0060143163427710542 0.0053125319536775359 0.0010918468469753864 0.0023699469165876512 0.0011261500185355546 0.0060143163427710542
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 8 5 6 -3 -2 -4 10 -1
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-8.8799878213621794e-05 0.00052611117862332967 -0.0013148110663986667 -0.0010008620156959159 0.0023588600243603501 0.0011103847773073349 -0.0036485042215700547 0.0013496706486403191 -0.0020878314927361892 0.0017610622241728572 8.9795528186837492e-05 -0.0026582136417354837
leaf_weight=4641.8465085029602 88.366715788841248 65.666073560714722 55.261410236358643 120.79620468616486 65.194458484649658 45.668697953224182 68.50547456741333 39.250867366790771 42.493816256523132 4269.7290477752686 57.220793008804321
leaf_count=2295 36 36 38 36 23 28 18 23 23 2187 37
internal_value=0 0.000305982 0.0007771 0.00139311 -0.000359582 -0.000892465 4.56233e-05 -0.000277849 0.000199736 -2.01697e-05 -0.000120088
internal_weight=0 591.204 346.169 218.551 245.035 179.84 134.172 127.618 97.7552 8968.8 4699.07
internal_count=4780 261 156 97 105 82 54 59 61 4519 2332
is_linear=0
shrinkage=0.06


Tree=881
num_leaves=12
num_cat=0
split_feature=127 25 42 35 106 94 33 25 72 44 137
split_gain=0.0168199 0.0507568 0.074821 0.112161 0.0662774 0.0631289 0.0687985 0.058591 0.0484255 0.0283783 0.0261526
threshold=0.017188700847327713 0.0010585968848317864 0.0051502294372767219 0.0010585968848317864 0.0030382014811038975 0.00093549740267917525 0.0098710241727530974 0.0068083447404205808 0.00244467705488205 0.0010918468469753864 0.00017767510871635753
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 7 8 -3 9 -7 -1
right_child=1 5 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=5.8394896843337859e-05 -6.8906117977616982e-05 0.003123997145642455 -0.0019711357959217445 -0.0019242859000231445 0.0030037282274505282 -0.00059188826632518027 0.0022672136687780179 0.00032192070186699097 -0.0011647472411820405 0.0014444209018950915 -0.00015360491144030214
leaf_weight=5632.1225765943527 48.911646842956543 63.910892367362976 73.435537457466125 51.342644691467285 52.290730118751526 39.858616828918457 48.371964573860168 46.344514608383179 103.49724042415619 64.518641829490662 3335.3950618505478
leaf_count=2685 28 22 37 40 18 26 20 26 68 25 1785
internal_value=0 0.000309622 -0.000397612 0.000359887 0.00151871 0.000745694 0.000229161 0.00194618 -0.00024509 0.000666814 -2.04567e-05
internal_weight=0 592.482 225.981 152.545 101.202 366.502 256.246 110.255 207.874 104.377 8967.52
internal_count=4780 310 123 86 46 187 139 48 119 51 4470
is_linear=0
shrinkage=0.06


Tree=882
num_leaves=12
num_cat=0
split_feature=123 117 25 105 135 21 99 123 23 108 47
split_gain=0.0175863 0.0538414 0.0877654 0.0842751 0.091191 0.168877 0.125272 0.109777 0.117057 0.121346 0.128546
threshold=0.00066645268816500913 0.0012357163941487672 0.044033329933881767 0.0022272822679951791 0.02129978779703379 0.0012745757703669371 0.0013146653072908523 0.0005893622583243997 0.017724351026117805 0.0005375427135732026 0.011519505176693203
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 9 -3 -11
right_child=-2 3 -4 -5 5 6 -8 -9 -10 10 -12
leaf_value=0.00044656792058413836 0.00013254378582872202 0.00084542477464830481 -0.0018685291194667278 0.00014211220668014585 0.0029937972041103249 -0.0027179663670582155 0.0014379237048928806 -0.0031296699736975972 4.7958711535803886e-05 -0.0013085424807785578 -0.00017138180618703569
leaf_weight=1100.5217645168304 2617.186364531517 166.19263386726379 62.286990284919739 2450.8673068284988 82.556634664535522 52.154595732688904 52.290730118751526 52.086528539657593 1421.8411180973053 913.78236222267151 588.23303878307343
leaf_count=534 1420 84 46 1250 34 28 18 33 562 530 241
internal_value=0 -4.99642e-05 0.000322557 -0.000124907 -0.000321483 0.00096573 -0.000637313 -0.000398091 -0.000352047 -0.000692978 -0.000863197
internal_weight=0 6942.81 1162.81 5780 3329.14 187.002 104.445 3142.14 3090.05 1668.21 1502.02
internal_count=4780 3360 580 2780 1530 80 46 1450 1417 855 771
is_linear=0
shrinkage=0.06


Tree=883
num_leaves=12
num_cat=0
split_feature=90 119 126 11 93 89 88 52 101 76 81
split_gain=0.0164413 0.0335081 0.0196311 0.0492716 0.0386905 0.0260941 0.0440679 0.0276925 0.0674937 0.0710169 0.123777
threshold=0.0070226341485977182 0.0049928687512874612 0.013032016810029747 0.00070876078098081063 0.00040826165059115743 0.034125410020351417 0.023343417793512348 0.0060143163427710542 0.14610802382230761 0.00064626874518580746 0.0031340263085439806
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -7 -1 9 10 -9
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=-7.2393870562490839e-05 0.0010062456950736044 -0.0013053179233030057 0.00027380086600999293 -0.00048216566856427057 0.0019212290432131364 -0.0028371915463700046 0.00046303111597548413 0.00060523650033614458 -0.0019788083844849451 0.0007755364954395086 -0.00035699083744896218
leaf_weight=6389.3585186004639 58.100811243057251 70.936472415924072 112.48705852031708 125.3227196931839 94.380998492240906 30.805586814880371 27.630705118179321 804.88829910755157 52.154595732688904 596.95058810710907 1196.9837143421173
leaf_count=3280 20 30 27 37 23 24 19 382 28 220 690
internal_value=0 -6.15284e-06 3.61903e-06 0.000456666 0.00102542 -1.29214e-05 -0.00127673 -4.75224e-06 0.000158277 0.000201165 2.98898e-05
internal_weight=0 9501.9 9430.96 332.191 206.868 9098.77 58.4363 9040.34 2650.98 2598.82 2001.87
internal_count=4780 4760 4730 87 50 4643 43 4600 1320 1292 1072
is_linear=0
shrinkage=0.06


Tree=884
num_leaves=12
num_cat=0
split_feature=27 28 81 59 95 113 96 18 142 140 106
split_gain=0.0178719 0.0932061 0.0935776 0.10148 0.123115 0.128375 0.18576 0.113325 0.0882433 0.114742 0.131751
threshold=0.0010585968848317864 0.00046126570669002836 0.010180860292166473 0.000490355829242617 0.00099512818269431613 0.0005893622583243997 0.0018488886416889729 0.00038414125447161501 0.00244467705488205 0.011880517937242987 0.0063990866765379914
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -5 -7 -6 -1 -10 -11
right_child=-2 -3 3 4 7 6 -8 -9 9 10 -12
leaf_value=0.00020816360487177819 6.77903726387989e-05 -0.00095367332205856443 -0.0018086525114849505 -0.00047076946692914656 -0.0016920826168911709 0.0055631987175474625 0.001411518065043616 0.0012730633516650621 -0.0011948131908524455 -0.0010271188104728148 0.00040793162995429765
leaf_weight=1487.0307213068008 5680.8641021251678 410.95506966114044 48.235830187797546 55.329477429389954 83.028249740600586 59.452444553375244 111.67510747909546 105.18920969963074 492.56361889839172 349.20776164531708 676.46847546100616
leaf_count=633 3059 209 30 33 47 16 39 39 265 171 239
internal_value=0 -9.92767e-05 1.96327e-06 0.000796072 0.00109906 0.00204158 0.00285388 -3.49496e-05 -0.000120355 -0.000442121 -8.06541e-05
internal_weight=0 3879.14 3468.18 462.91 414.674 226.457 171.128 188.217 3005.27 1518.24 1025.68
internal_count=4780 1721 1512 204 174 88 55 86 1308 675 410
is_linear=0
shrinkage=0.06


end of trees

feature_importances:
Column_117=152
Column_29=147
Column_140=135
Column_106=120
Column_108=115
Column_71=114
Column_54=112
Column_42=111
Column_23=108
Column_98=107
Column_68=102
Column_78=102
Column_47=101
Column_104=100
Column_8=98
Column_99=98
Column_107=97
Column_50=96
Column_21=94
Column_58=94
Column_101=94
Column_105=94
Column_110=94
Column_1=91
Column_109=91
Column_141=91
Column_24=90
Column_43=90
Column_53=90
Column_60=89
Column_81=89
Column_125=89
Column_116=87
Column_133=87
Column_150=87
Column_15=86
Column_44=86
Column_93=85
Column_143=85
Column_11=84
Column_59=84
Column_95=83
Column_19=82
Column_37=82
Column_82=82
Column_142=81
Column_87=80
Column_145=80
Column_148=80
Column_135=79
Column_0=77
Column_10=77
Column_45=77
Column_4=75
Column_25=75
Column_147=75
Column_72=74
Column_121=74
Column_83=73
Column_96=73
Column_113=73
Column_52=72
Column_75=72
Column_2=71
Column_92=71
Column_102=71
Column_51=70
Column_100=70
Column_146=70
Column_70=69
Column_80=69
Column_69=68
Column_94=67
Column_33=66
Column_124=66
Column_131=66
Column_40=65
Column_61=64
Column_91=64
Column_20=63
Column_114=63
Column_26=61
Column_28=60
Column_77=60
Column_88=60
Column_32=59
Column_34=59
Column_112=59
Column_118=59
Column_136=59
Column_63=57
Column_46=56
Column_127=56
Column_149=56
Column_12=55
Column_35=55
Column_27=54
Column_31=54
Column_38=54
Column_129=53
Column_65=52
Column_5=51
Column_17=51
Column_39=51
Column_73=51
Column_14=50
Column_85=50
Column_138=50
Column_7=49
Column_18=49
Column_76=49
Column_115=49
Column_9=48
Column_122=47
Column_30=46
Column_79=46
Column_128=46
Column_144=46
Column_126=45
Column_62=44
Column_103=44
Column_22=43
Column_123=41
Column_36=40
Column_3=37
Column_49=37
Column_86=33
Column_132=33
Column_84=32
Column_119=32
Column_137=30
Column_56=29
Column_97=29
Column_130=24
Column_74=23
Column_66=22
Column_67=22
Column_89=22
Column_90=20
Column_134=20
Column_120=19
Column_48=15
Column_13=13
Column_16=10
Column_55=8
Column_57=7
Column_139=6
Column_6=4
Column_41=4
Column_111=3
Column_64=2

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

end of parameters

pandas_categorical:null
