tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=38
objective=binary sigmoid:1
feature_names=last6average loannum sum_month3_new_loan sum_card_mob12_neverdur loan_reject_rate_3m cur_od_loan_amt ps_od_norm_int_amt sum_apply_amt odgt0_m12_mob_pc odgt0_m12_num apply_amt_avg_m12 all_repay_amount_m3_shd_amt_pc acc_ps_perd_no od_amt_m12_loan_os_prcp_m12_pc end_loan_to_cur_freq useratemore90monthsubcurmonth max_od_days_m12 repay_amount_m12_all_shd_amt_pc account_age_loan_day repay_amount_m6_loan_os_prcp_pc sum_orig_prcp m_c_over_due_cnt loan_os_prcp_orig_prcp_pc account_age setl_int_mon t_ps_od_days_max repay_amount_all_shd_amt_pc od_amt_m3_loan_os_prcp_m3_pc repay_amount_last_month_loan_os_prcp_pc nosvaing_bank_cnt_1m setl_prcp_mon_ratio max_setl_rem_prcp_paym_m3_last_month_loan_os_prcp_pc setl_rem_prcp_paym_m3_loan_os_prcp_pc useratemore90_m6_num orig_prcp_avg_m6 apply_num_m6 ovd_days_d30_num_m6 odduecontireducenumm12 tothismonthodcontiaddnumm12
feature_infos=[0:91598] [0:572] [0:34] [0:101] [-19:1] [0:200000] [0:6102.5200000000004] [300:388000] [0:200] [0:12] [0:200000] [0:100] [0:215] [0:50] [-737:0] [0:99999] [0:268] [-9998:100] [0.041700000000000001:113] [-9999:100] [200:1434140] [0:12] [0:100] [1:114] [0:2773.9699999999998] [0:793] [-9998:100] [0:90.079999999999998] [-9999:100] [0:8] [0:0.81470962900285371] [-9999:100] [-9999:100] [0:6] [0:200000] [0:30] [0:38] [0:2] [0:7]
tree_sizes=352 478 475 369 472 480 476 367 480 475 482 476 480 371 481 370 369 371 482 475 477 482 474 480 479 371 474 369 476 477 479 480 475 372 371 475 475 477 476 475 371 475 479 482 480 478 371 370 475 369 370 480 476 371 371 482 370 481 370 477 473 475 371 476 370 371 475 583 372 476 371 371 478 371 472 582 370 479 477 371 479 585 478 476 372 371 370 371 371 371 371 479 476 371 372 371 371 370 478 370 372 479 478 372 476 481 371 372 373 482 486 372 372 368 372 372 373 372 372 478 372 476 481 371 587 372 587 486 480 372 371 373 376 373 372 372 480 370 371 377 480 477 373 371 372 480 479 485 485 372 485 372 482 480 373 372 372 483 585 478 480 486 371 371 482 372 480 372 477 374 484 479 372 370 372 372 371 372 373 582 373 482 478 478 377 377 378 475 374 372 371 477 372 478 485 373 483 373 373 481 480 374 368 373 481 377 373 377 374 373 479 480 372 375 374 483 372 378 372 372 373 373 374 482 373 482 373 374 369 374 373 375 379 377 481 372 374 374 373 375 374 377 375 372 373 373 374 373 374 371 374 375 371 481 372 374 374 374 479 378 371 373 374 373 373 378 373 377 479 368 374 372 364 363 372 374 374 373 374 363 374 374 374 372 372 366 374 371 374 372 363 372 372 374 378 373 374 372 371 373 363 363 375 373 374 375 364 378 372 372 482 373 364 375 372 362 374 365 373 373 363 374 375 371 368 373 363 364

Tree=0
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threshold=3.5000000000000004
decision_type=2
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leaf_weight=912.43571537733078 249.38381168246269
leaf_count=4267 1261
internal_value=2.16638
internal_weight=1161.82
internal_count=5528
is_linear=0
shrinkage=1


Tree=1
num_leaves=3
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split_feature=9 36
split_gain=62.1678 15.0676
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010218926362699861 0.0050510884302244893 9.5515291068902538e-05
leaf_weight=765.12988502532244 233.38240975886583 147.2214679569006
leaf_count=3576 1136 756
internal_value=0.00802715 0.00316371
internal_weight=1145.73 380.604
internal_count=5468 1892
is_linear=0
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Tree=2
num_leaves=3
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split_feature=9 28
split_gain=67.2477 10.2325
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left_child=-1 -2
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internal_value=0.00793711 0.00292366
internal_weight=1141.69 379.323
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is_linear=0
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Tree=3
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decision_type=2
left_child=-1
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leaf_count=4215 1265
internal_value=0.00786776
internal_weight=1133.41
internal_count=5480
is_linear=0
shrinkage=0.0129211


Tree=4
num_leaves=3
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split_feature=9 22
split_gain=62.2695 15.0317
threshold=2.5000000000000004 9.3450000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
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leaf_weight=756.34964519739151 40.77922511100769 344.46648715436459
leaf_count=3628 222 1713
internal_value=0.00764461 0.00285242
internal_weight=1141.6 385.246
internal_count=5563 1935
is_linear=0
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Tree=5
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split_gain=69.1272 15.6655
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
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leaf_count=3620 1141 763
internal_value=0.00759066 0.00254316
internal_weight=1126.64 377.201
internal_count=5524 1904
is_linear=0
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Tree=6
num_leaves=3
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split_feature=21 28
split_gain=46.1958 13.141
threshold=1.5000000000000002 49.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0094679348896221475 0.0040493614260012877 -0.0011290248558527085
leaf_weight=764.16912397742271 290.51352415978909 44.647332645952702
leaf_count=3719 1457 241
internal_value=0.00763524 0.00295342
internal_weight=1099.33 335.161
internal_count=5417 1698
is_linear=0
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Tree=7
num_leaves=2
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split_gain=59.9033
threshold=3.5000000000000004
decision_type=2
left_child=-1
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leaf_value=0.00911247498725592 0.0012024577767606529
leaf_weight=854.73393408954144 242.48998384177685
leaf_count=4207 1238
internal_value=0.00749473
internal_weight=1097.22
internal_count=5445
is_linear=0
shrinkage=0.0129211


Tree=8
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=64.7539 16.5789
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0098224107775403812 0.0046496724628917368 3.8590723520775384e-05
leaf_weight=716.06170865893364 225.92742805927992 145.14682264626026
leaf_count=3535 1130 759
internal_value=0.00750416 0.00257024
internal_weight=1087.14 371.074
internal_count=5424 1889
is_linear=0
shrinkage=0.0129211


Tree=9
num_leaves=3
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split_feature=9 9
split_gain=65.6713 13.1695
threshold=2.5000000000000004 6.5000000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0099470037147622262 0.0038176336659660596 -0.00096757452487126301
leaf_weight=724.19084798544645 312.34280337393284 62.269649274647236
leaf_count=3598 1576 333
internal_value=0.00762419 0.00267521
internal_weight=1098.8 374.612
internal_count=5507 1909
is_linear=0
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Tree=10
num_leaves=3
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split_feature=9 36
split_gain=77.3866 12.7884
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
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leaf_weight=712.51077347993851 220.72873684763908 147.35492065548897
leaf_count=3568 1117 772
internal_value=0.00740727 0.00209563
internal_weight=1080.59 368.084
internal_count=5457 1889
is_linear=0
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Tree=11
num_leaves=3
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split_feature=9 6
split_gain=42.9729 14.2561
threshold=2.5000000000000004 10.040000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0095027173623422004 -0.0012524642690186717 0.0042774266190020041
leaf_weight=708.39898117631674 38.274816878139973 338.57900618761778
leaf_count=3588 210 1706
internal_value=0.00752178 0.00332958
internal_weight=1085.25 376.854
internal_count=5504 1916
is_linear=0
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Tree=12
num_leaves=3
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split_gain=66.1264 16.2271
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0095501223210505224 0.0043749002386034765 -0.0002256017946266424
leaf_weight=704.15314288437366 225.16118126362562 148.66279286891222
leaf_count=3591 1142 782
internal_value=0.00718098 0.0022655
internal_weight=1077.98 373.824
internal_count=5515 1924
is_linear=0
shrinkage=0.0129211


Tree=13
num_leaves=2
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split_feature=9
split_gain=86.5222
threshold=3.5000000000000004
decision_type=2
left_child=-1
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leaf_value=0.0090725097406427931 0.00013059559410594782
leaf_weight=820.20756159722805 236.56584416329861
leaf_count=4204 1236
internal_value=0.00711471
internal_weight=1056.77
internal_count=5440
is_linear=0
shrinkage=0.0129211


Tree=14
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=67.4241 20.3693
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0092931873433654798 0.0043768631023268535 -0.0010505738709063077
leaf_weight=694.09515888988972 221.71901434659958 146.00210861116648
leaf_count=3599 1131 775
internal_value=0.00689815 0.00192432
internal_weight=1061.82 367.721
internal_count=5505 1906
is_linear=0
shrinkage=0.0129211


Tree=15
num_leaves=2
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split_feature=9
split_gain=61.0119
threshold=3.5000000000000004
decision_type=2
left_child=-1
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leaf_value=0.0087350783002599561 0.00082929619042168285
leaf_weight=807.7968807965517 247.58356682956219
leaf_count=4209 1283
internal_value=0.00701564
internal_weight=1055.38
internal_count=5492
is_linear=0
shrinkage=0.0129211


Tree=16
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split_feature=9
split_gain=53.273
threshold=3.5000000000000004
decision_type=2
left_child=-1
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leaf_value=0.0089801177880971337 0.0014119457936537549
leaf_weight=810.68168304860592 244.23445442318916
leaf_count=4244 1259
internal_value=0.00736766
internal_weight=1054.92
internal_count=5503
is_linear=0
shrinkage=0.0129211


Tree=17
num_leaves=2
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split_feature=9
split_gain=62.8234
threshold=3.5000000000000004
decision_type=2
left_child=-1
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leaf_value=0.0087852142710768428 0.00073624893587631113
leaf_weight=806.80107704550028 243.96751309931278
leaf_count=4259 1267
internal_value=0.00705126
internal_weight=1050.77
internal_count=5526
is_linear=0
shrinkage=0.0129211


Tree=18
num_leaves=3
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split_feature=9 36
split_gain=67.3345 15.1602
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0093598103230382885 0.0040246070578600088 -0.00055119174830815278
leaf_weight=664.84846812486649 215.45587457716465 144.50787442922592
leaf_count=3542 1117 767
internal_value=0.00689921 0.00188992
internal_weight=1024.81 359.964
internal_count=5426 1884
is_linear=0
shrinkage=0.0129211


Tree=19
num_leaves=3
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split_feature=9 22
split_gain=58.4418 13.7066
threshold=2.5000000000000004 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0093832221175314378 -0.00191363731612757 0.0034895577233856599
leaf_weight=675.01899233460426 49.285637393593788 316.97346906363964
leaf_count=3622 270 1641
internal_value=0.00707986 0.00236879
internal_weight=1041.28 366.259
internal_count=5533 1911
is_linear=0
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Tree=20
num_leaves=3
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split_feature=21 22
split_gain=65.6489 11.2439
threshold=1.5000000000000002 35.945000000000007
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.009389563034612379 -0.00018284460273600587 0.0037820635400175506
leaf_weight=704.02928532660007 137.39411024749279 183.75463584065437
leaf_count=3758 743 972
internal_value=0.00715994 0.00176904
internal_weight=1025.18 321.149
internal_count=5473 1715
is_linear=0
shrinkage=0.0129211


Tree=21
num_leaves=3
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split_feature=9 36
split_gain=66.5834 12.1953
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
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leaf_value=0.0093727320714701162 0.0038481972043444483 -5.8440956912773903e-05
leaf_weight=668.64544270187616 218.08948562294245 148.14520379900932
leaf_count=3639 1143 785
internal_value=0.00691945 0.00198057
internal_weight=1034.88 366.235
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is_linear=0
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Tree=22
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leaf_count=3584 1421 440
internal_value=0.0069261 0.00239171
internal_weight=1006.83 354.449
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Tree=23
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leaf_count=3586 1142 775
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Tree=24
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split_gain=54.7294 10.4657
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Tree=25
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is_linear=0
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Tree=26
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Tree=27
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Tree=28
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Tree=29
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Tree=30
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Tree=31
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is_linear=0
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Tree=32
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Tree=33
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Tree=34
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leaf_count=4294 1242
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internal_weight=961.134
internal_count=5536
is_linear=0
shrinkage=0.0129211


Tree=35
num_leaves=3
num_cat=0
split_feature=9 28
split_gain=54.7589 15.8592
threshold=2.5000000000000004 49.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0083578116943311808 0.0027197307018833427 -0.0037371778990070281
leaf_weight=590.4803776666522 306.02926140278578 46.187342159450054
leaf_count=3559 1653 262
internal_value=0.0059369 0.00140841
internal_weight=942.697 352.217
internal_count=5474 1915
is_linear=0
shrinkage=0.0129211


Tree=36
num_leaves=3
num_cat=0
split_feature=21 28
split_gain=42.1203 10.53
threshold=1.5000000000000002 49.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0081079563145281738 0.0028182980531682726 -0.0022442333544236454
leaf_weight=630.02399248629808 265.37795655429363 42.957724384963512
leaf_count=3752 1464 243
internal_value=0.00615431 0.00163824
internal_weight=938.36 308.336
internal_count=5459 1707
is_linear=0
shrinkage=0.0129211


Tree=37
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=47.7882 9.9399
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0084560761886764736 0.0035697477695772633 5.3337553815080507e-05
leaf_weight=593.46877995878458 210.01137457042933 141.9989212974906
leaf_count=3620 1153 763
internal_value=0.0061769 0.00185574
internal_weight=945.479 352.01
internal_count=5536 1916
is_linear=0
shrinkage=0.0129211


Tree=38
num_leaves=3
num_cat=0
split_feature=9 22
split_gain=44.4178 10.8519
threshold=2.5000000000000004 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0084602266086139695 -0.0018099181059882431 0.0030434338235176724
leaf_weight=576.14680910110474 45.914541453123093 301.47545325011015
leaf_count=3538 255 1634
internal_value=0.00620779 0.00198373
internal_weight=923.537 347.39
internal_count=5427 1889
is_linear=0
shrinkage=0.0129211


Tree=39
num_leaves=3
num_cat=0
split_feature=9 22
split_gain=54.337 10.5949
threshold=2.5000000000000004 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0082791280876524879 -0.0025623300324802054 0.0024332404692233812
leaf_weight=563.17568639665842 48.827432759106159 305.2911641895771
leaf_count=3487 272 1668
internal_value=0.00577389 0.00132007
internal_weight=917.294 354.119
internal_count=5427 1940
is_linear=0
shrinkage=0.0129211


Tree=40
num_leaves=2
num_cat=0
split_feature=9
split_gain=39.7108
threshold=3.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0076594640670439151 0.00077375997571756626
leaf_weight=684.03559492528439 229.12275432795286
leaf_count=4197 1228
internal_value=0.00609191
internal_weight=913.158
internal_count=5425
is_linear=0
shrinkage=0.0129211


Tree=41
num_leaves=3
num_cat=0
split_feature=8 22
split_gain=38.6244 16.474
threshold=38.495000000000012 44.605000000000011
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0076732949414188992 -0.0011731176574306093 0.0041353474542728582
leaf_weight=624.00016542524099 133.95261438190937 166.43497046083212
leaf_count=3825 739 967
internal_value=0.00580755 0.00140183
internal_weight=924.388 300.388
internal_count=5531 1706
is_linear=0
shrinkage=0.0129211


Tree=42
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=55.2561 13.3707
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0082282455130504844 0.0033594854635578884 -0.0011311302057359968
leaf_weight=567.17477045208216 206.315090239048 141.76182901859283
leaf_count=3579 1148 774
internal_value=0.00573486 0.00119833
internal_weight=915.252 348.077
internal_count=5501 1922
is_linear=0
shrinkage=0.0129211


Tree=43
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=47.6208 10.4477
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0081997976878707256 0.0034404633729047183 -0.00027143473069590025
leaf_weight=567.30857159942389 203.11210255324841 145.45485834777355
leaf_count=3605 1133 788
internal_value=0.00586035 0.00157314
internal_weight=915.876 348.567
internal_count=5526 1921
is_linear=0
shrinkage=0.0129211


Tree=44
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=54.4122 12.7362
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0080578221362020783 0.0032260307127125638 -0.0011647651124256319
leaf_weight=549.90914299339056 202.64165108650923 145.61480854451656
leaf_count=3521 1133 794
internal_value=0.0055267 0.00105769
internal_weight=898.166 348.256
internal_count=5448 1927
is_linear=0
shrinkage=0.0129211


Tree=45
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=52.5307 11.5991
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.00789106300153836 0.0030441130872632459 -0.001208866359277228
leaf_weight=560.85496286302805 200.39159838855267 137.71270323544741
leaf_count=3620 1125 752
internal_value=0.00546679 0.00096538
internal_weight=898.959 338.104
internal_count=5497 1877
is_linear=0
shrinkage=0.0129211


Tree=46
num_leaves=2
num_cat=0
split_feature=21
split_gain=42.2748
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0076593918357718343 0.0011066908071435363
leaf_weight=602.39469581097364 295.29592406749725
leaf_count=3820 1679
internal_value=0.00567953
internal_weight=897.691
internal_count=5499
is_linear=0
shrinkage=0.0129211


Tree=47
num_leaves=2
num_cat=0
split_feature=9
split_gain=44.9559
threshold=3.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.007292087380036478 0.00015004358774494669
leaf_weight=670.44605129957199 232.55309964716434
leaf_count=4293 1262
internal_value=0.00561031
internal_weight=902.999
internal_count=5555
is_linear=0
shrinkage=0.0129211


Tree=48
num_leaves=3
num_cat=0
split_feature=9 22
split_gain=44.8052 13.0619
threshold=2.5000000000000004 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0081316448334816296 -0.0027276448783223623 0.0028492442330984528
leaf_weight=546.34315098822117 48.91989279538393 298.2026150599122
leaf_count=3584 274 1650
internal_value=0.00578975 0.00161917
internal_weight=893.466 347.123
internal_count=5508 1924
is_linear=0
shrinkage=0.0129211


Tree=49
num_leaves=2
num_cat=0
split_feature=9
split_gain=47.377
threshold=3.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0072359114880343285 8.5497455647272149e-05
leaf_weight=654.70167926698923 231.4192910194397
leaf_count=4245 1260
internal_value=0.00548436
internal_weight=886.121
internal_count=5505
is_linear=0
shrinkage=0.0129211


Tree=50
num_leaves=2
num_cat=0
split_feature=21
split_gain=51.0227
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.007559375272336754 0.00052449781372669894
leaf_weight=583.2999379336834 299.54745462536812
leaf_count=3785 1724
internal_value=0.00534778
internal_weight=882.847
internal_count=5509
is_linear=0
shrinkage=0.0129211


Tree=51
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=44.5349 10.7266
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.007597241186118279 0.0030744049998518859 -0.0009330811283930335
leaf_weight=529.75839793682098 200.20948599278927 138.77811332046986
leaf_count=3551 1142 759
internal_value=0.00524623 0.00108854
internal_weight=868.746 338.988
internal_count=5452 1901
is_linear=0
shrinkage=0.0129211


Tree=52
num_leaves=3
num_cat=0
split_feature=9 22
split_gain=53.2324 12.7907
threshold=2.5000000000000004 16.725000000000005
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0081106070731563253 -0.0028195095161958937 0.0025065656994077718
leaf_weight=526.96234279125929 63.942137181758881 277.5061417222023
leaf_count=3542 360 1554
internal_value=0.00553465 0.00107452
internal_weight=868.411 341.448
internal_count=5456 1914
is_linear=0
shrinkage=0.0129211


Tree=53
num_leaves=2
num_cat=0
split_feature=21
split_gain=34.2535
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0074701575523577254 0.0013719638781834677
leaf_weight=568.62634492665529 293.09680140763521
leaf_count=3754 1686
internal_value=0.00558221
internal_weight=861.723
internal_count=5440
is_linear=0
shrinkage=0.0129211


Tree=54
num_leaves=2
num_cat=0
split_feature=21
split_gain=48.992
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0073077566495972383 0.00033747422132087611
leaf_weight=570.92744137346745 291.92973899096251
leaf_count=3798 1696
internal_value=0.00512696
internal_weight=862.857
internal_count=5494
is_linear=0
shrinkage=0.0129211


Tree=55
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=55.0424 10.3092
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0080898946742183897 0.0029606835741428977 -0.00098620473998508392
leaf_weight=524.61015059053898 194.91032895445824 144.25369986146688
leaf_count=3589 1124 791
internal_value=0.00547367 0.00094154
internal_weight=863.774 339.164
internal_count=5504 1915
is_linear=0
shrinkage=0.0129211


Tree=56
num_leaves=2
num_cat=0
split_feature=9
split_gain=38.9318
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0076012602232511861 0.0014156895565423978
leaf_weight=522.63289638608694 341.23358330875635
leaf_count=3612 1924
internal_value=0.00535062
internal_weight=863.866
internal_count=5536
is_linear=0
shrinkage=0.0129211


Tree=57
num_leaves=3
num_cat=0
split_feature=9 36
split_gain=46.0091 9.60588
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0074155950681548816 0.0027499302737433035 -0.0011191311840615355
leaf_weight=519.9747041426599 196.83427356183529 137.92738448083401
leaf_count=3620 1139 758
internal_value=0.00501445 0.000800776
internal_weight=854.736 334.762
internal_count=5517 1897
is_linear=0
shrinkage=0.0129211


Tree=58
num_leaves=2
num_cat=0
split_feature=9
split_gain=47.0703
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0075992360735201445 0.00091415008883684768
leaf_weight=517.49499622732401 337.6574609130621
leaf_count=3621 1911
internal_value=0.00515087
internal_weight=855.152
internal_count=5532
is_linear=0
shrinkage=0.0129211


Tree=59
num_leaves=3
num_cat=0
split_feature=9 28
split_gain=40.0251 10.5445
threshold=2.5000000000000004 49.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0072775257179188346 0.0021789900683858603 -0.0031398454050250869
leaf_weight=509.87257496267557 294.60381224006414 43.261290796101093
leaf_count=3598 1667 248
internal_value=0.00497932 0.00102649
internal_weight=847.738 337.865
internal_count=5513 1915
is_linear=0
shrinkage=0.0129211


Tree=60
num_leaves=3
num_cat=0
split_feature=8 11
split_gain=38.9758 10.8294
threshold=38.495000000000012 66.795000000000016
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0071229620476373507 0.0035238743400939272 -0.0009743206808367446
leaf_weight=554.50219424813986 125.45663189888 155.5094357021153
leaf_count=3770 775 900
internal_value=0.00513646 0.000664601
internal_weight=835.468 280.966
internal_count=5445 1675
is_linear=0
shrinkage=0.0129211


Tree=61
num_leaves=3
num_cat=0
split_feature=9 22
split_gain=42.8113 10.0539
threshold=2.5000000000000004 16.725000000000005
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.00720113892914118 -0.0027648300102363077 0.002070665396104801
leaf_weight=497.05345430225134 60.537675872445107 273.02514356374741
leaf_count=3549 343 1557
internal_value=0.00480345 0.000744343
internal_weight=830.616 333.563
internal_count=5449 1900
is_linear=0
shrinkage=0.0129211


Tree=62
num_leaves=2
num_cat=0
split_feature=21
split_gain=45.1533
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.007121518886602592 0.00035417797249734536
leaf_weight=547.10650845617056 291.69721388816833
leaf_count=3797 1712
internal_value=0.00495186
internal_weight=838.804
internal_count=5509
is_linear=0
shrinkage=0.0129211


Tree=63
num_leaves=3
num_cat=0
split_feature=9 28
split_gain=36.899 11.0469
threshold=2.5000000000000004 49.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0069930433983220342 0.002150609106226214 -0.0032673729921579137
leaf_weight=493.76735458150506 286.62280382961035 46.536506332457066
leaf_count=3570 1632 265
internal_value=0.00474063 0.000913867
internal_weight=826.927 333.159
internal_count=5467 1897
is_linear=0
shrinkage=0.0129211


Tree=64
num_leaves=2
num_cat=0
split_feature=9
split_gain=47.2867
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.007382506644876166 0.00059528832363139146
leaf_weight=490.65467119961977 327.95667666941881
leaf_count=3560 1875
internal_value=0.00486097
internal_weight=818.611
internal_count=5435
is_linear=0
shrinkage=0.0129211


Tree=65
num_leaves=2
num_cat=0
split_feature=9
split_gain=39.0466
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0069120972917874916 0.00070080886533667138
leaf_weight=490.65635887160897 332.60459863394499
leaf_count=3592 1900
internal_value=0.00459882
internal_weight=823.261
internal_count=5492
is_linear=0
shrinkage=0.0129211


Tree=66
num_leaves=3
num_cat=0
split_feature=12 22
split_gain=39.7697 11.0572
threshold=6.5000000000000009 44.605000000000011
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0064618502042446055 -0.0023563468061581945 0.0030552840456713596
leaf_weight=597.12386382371187 123.61757439002395 97.552555281668901
leaf_count=4138 722 609
internal_value=0.00475894 7.221e-05
internal_weight=818.294 221.17
internal_count=5469 1331
is_linear=0
shrinkage=0.0129211


Tree=67
num_leaves=4
num_cat=0
split_feature=9 24 30
split_gain=34.9185 10.2372 9.7754
threshold=2.5000000000000004 3.2000000000000006 0.021918039378147403
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.007804164879965313 0.0026479092482909325 -0.0016023847020233378 0.00033995876557604506
leaf_weight=422.44457727298141 239.74101831763983 91.721326664090157 60.945147693157196
leaf_count=3109 1347 544 466
internal_value=0.00482613 0.00106928 0.00706246
internal_weight=814.852 331.462 483.39
internal_count=5466 1891 3575
is_linear=0
shrinkage=0.0129211


Tree=68
num_leaves=2
num_cat=0
split_feature=21
split_gain=36.0579
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0067786614168808485 0.00054545909152050958
leaf_weight=517.07945566996932 287.85707004368305
leaf_count=3713 1708
internal_value=0.00474306
internal_weight=804.937
internal_count=5421
is_linear=0
shrinkage=0.0129211


Tree=69
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=42.1988 11.3361
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0066873819621601346 0.0018269179036859134 -0.0037516537900337877
leaf_weight=527.43984055519104 211.57291703298688 63.28018107637763
leaf_count=3760 1303 367
internal_value=0.00458167 5.5378e-05
internal_weight=802.293 274.853
internal_count=5430 1670
is_linear=0
shrinkage=0.0129211


Tree=70
num_leaves=2
num_cat=0
split_feature=9
split_gain=35.1859
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0067091864092377112 0.00073808518433658406
leaf_weight=474.44358741119504 332.99205961823463
leaf_count=3570 1918
internal_value=0.00444721
internal_weight=807.436
internal_count=5488
is_linear=0
shrinkage=0.0129211


Tree=71
num_leaves=2
num_cat=0
split_feature=21
split_gain=34.3868
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.006537268570952319 0.00043918796151410885
leaf_weight=520.04853593558073 285.69330210983753
leaf_count=3790 1703
internal_value=0.00456667
internal_weight=805.742
internal_count=5493
is_linear=0
shrinkage=0.0129211


Tree=72
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=35.8371 14.0596
threshold=38.495000000000012 19.985000000000003
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0065337979899459959 0.0022557771388971456 -0.0038078508369642802
leaf_weight=522.32134261354804 213.23127853125334 65.122710522264242
leaf_count=3776 1319 377
internal_value=0.00455422 0.000290844
internal_weight=800.675 278.354
internal_count=5472 1696
is_linear=0
shrinkage=0.0129211


Tree=73
num_leaves=2
num_cat=0
split_feature=21
split_gain=39.4677
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.006314526764695674 4.8801942762445899e-05
leaf_weight=510.28837495669723 281.97092592716217
leaf_count=3762 1689
internal_value=0.00420917
internal_weight=792.259
internal_count=5451
is_linear=0
shrinkage=0.0129211


Tree=74
num_leaves=3
num_cat=0
split_feature=9 1
split_gain=33.7016 10.8998
threshold=2.5000000000000004 11.500000000000002
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.00049969804663129 0.0007610654784650419 0.0072728886848517516
leaf_weight=36.378187939524651 326.06653165072203 427.21981021016836
leaf_count=291 1887 3270
internal_value=0.0044482 0.00669196
internal_weight=789.665 463.598
internal_count=5448 3561
is_linear=0
shrinkage=0.0129211


Tree=75
num_leaves=4
num_cat=0
split_feature=8 22 28
split_gain=36.8712 10.8948 9.90821
threshold=38.495000000000012 9.3450000000000006 20.300000000000001
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00055899639825997369 0.0017310804713037533 0.0068024345978513765 -0.0034505568324300889
leaf_weight=31.706124797463417 214.26004841551185 477.54713806882501 63.823616754263639
leaf_count=223 1336 3526 368
internal_value=0.00427235 0.006307 4.9916e-05
internal_weight=787.337 509.253 278.084
internal_count=5453 3749 1704
is_linear=0
shrinkage=0.0129211


Tree=76
num_leaves=2
num_cat=0
split_feature=9
split_gain=34.5706
threshold=3.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0060017760028076303 6.3022734423127396e-05
leaf_weight=568.1183240711689 222.57242269814014
leaf_count=4246 1248
internal_value=0.00434179
internal_weight=790.691
internal_count=5494
is_linear=0
shrinkage=0.0129211


Tree=77
num_leaves=3
num_cat=0
split_feature=21 22
split_gain=40.0965 9.96611
threshold=1.5000000000000002 9.3450000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0061248615461368568 -0.0053492406978494977 0.00098759281369688572
leaf_weight=505.49005898460746 30.497870348393917 255.69314251840115
leaf_count=3805 180 1544
internal_value=0.0039801 4.47995e-05
internal_weight=791.681 286.191
internal_count=5529 1724
is_linear=0
shrinkage=0.0129211


Tree=78
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=36.3981 15.8679
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0064850528532634467 0.0022244652593241599 -0.0043763913203335161
leaf_weight=506.81123173236847 212.86026592925191 62.061144713312387
leaf_count=3776 1330 361
internal_value=0.00445542 0.00015983
internal_weight=781.733 274.921
internal_count=5467 1691
is_linear=0
shrinkage=0.0129211


Tree=79
num_leaves=2
num_cat=0
split_feature=9
split_gain=33.4308
threshold=3.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0061519419661869483 6.2719417060884953e-05
leaf_weight=553.62138595432043 227.79732920974493
leaf_count=4201 1276
internal_value=0.00446696
internal_weight=781.419
internal_count=5477
is_linear=0
shrinkage=0.0129211


Tree=80
num_leaves=3
num_cat=0
split_feature=9 30
split_gain=37.1038 9.72805
threshold=2.5000000000000004 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0073359954940859264 0.00045930982077470393 0.00031189861401651793
leaf_weight=397.10523938387632 331.25081842392683 57.98120079934597
leaf_count=3134 1939 472
internal_value=0.00421161 0.00658918
internal_weight=786.337 455.086
internal_count=5545 3606
is_linear=0
shrinkage=0.0129211


Tree=81
num_leaves=4
num_cat=0
split_feature=21 30 22
split_gain=27.3798 13.2804 10.9273
threshold=1.5000000000000002 0.019889235087764953 9.3450000000000006
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0069980374484172481 -0.0045138608615388001 0.00024466710885207173 0.0018185496859672932
leaf_weight=421.95373882353306 30.2547557502985 71.155233982950449 250.79065228998661
leaf_count=3232 176 553 1519
internal_value=0.0042879 0.00612572 0.000512237
internal_weight=774.154 493.109 281.045
internal_count=5480 3785 1695
is_linear=0
shrinkage=0.0129211


Tree=82
num_leaves=3
num_cat=0
split_feature=21 22
split_gain=41.7709 15.2665
threshold=1.5000000000000002 9.3450000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0063099555772627184 -0.0065801386446352307 0.0012258596299634715
leaf_weight=492.02791235223413 31.636508390307426 245.87522205710411
leaf_count=3787 188 1498
internal_value=0.00409506 4.66705e-05
internal_weight=769.54 277.512
internal_count=5473 1686
is_linear=0
shrinkage=0.0129211


Tree=83
num_leaves=3
num_cat=0
split_feature=9 28
split_gain=33.9452 11.6073
threshold=2.5000000000000004 49.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0061848046905097105 0.0016132879577657037 -0.0043096302379706042
leaf_weight=442.94184471666813 280.14279209077358 45.471448309719563
leaf_count=3570 1651 263
internal_value=0.00388239 0.0002625
internal_weight=768.556 325.614
internal_count=5484 1914
is_linear=0
shrinkage=0.0129211


Tree=84
num_leaves=2
num_cat=0
split_feature=21
split_gain=48.4185
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0059502415511105819 -0.00032694845642406562
leaf_weight=476.37123475968838 275.1171456463635
leaf_count=3716 1686
internal_value=0.00348278
internal_weight=751.488
internal_count=5402
is_linear=0
shrinkage=0.0129211


Tree=85
num_leaves=2
num_cat=0
split_feature=21
split_gain=32.2768
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0061809910506337015 0.00016261339944556013
leaf_weight=487.74560626596212 276.46907129883766
leaf_count=3814 1670
internal_value=0.0042036
internal_weight=764.215
internal_count=5484
is_linear=0
shrinkage=0.0129211


Tree=86
num_leaves=2
num_cat=0
split_feature=9
split_gain=41.4529
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0065667310483093124 0.0001161677171816779
leaf_weight=440.84888547286391 328.62836892157793
leaf_count=3597 1941
internal_value=0.00401928
internal_weight=769.477
internal_count=5538
is_linear=0
shrinkage=0.0129211


Tree=87
num_leaves=2
num_cat=0
split_feature=9
split_gain=38.7119
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0061827545110431344 3.5496183126100215e-05
leaf_weight=431.88070432469249 324.71321341395378
leaf_count=3551 1920
internal_value=0.00369951
internal_weight=756.594
internal_count=5471
is_linear=0
shrinkage=0.0129211


Tree=88
num_leaves=2
num_cat=0
split_feature=21
split_gain=31.7635
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0058268021735116936 4.1999338656831252e-05
leaf_weight=476.18381250649691 282.58650882914662
leaf_count=3789 1718
internal_value=0.00382546
internal_weight=758.77
internal_count=5507
is_linear=0
shrinkage=0.0129211


Tree=89
num_leaves=2
num_cat=0
split_feature=8
split_gain=37.1588
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0058754243130512999 4.3305969061633028e-05
leaf_weight=484.33739258721471 269.68525594845414
leaf_count=3795 1689
internal_value=0.00377891
internal_weight=754.023
internal_count=5484
is_linear=0
shrinkage=0.0129211


Tree=90
num_leaves=2
num_cat=0
split_feature=9
split_gain=30.2985
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0060386477515425472 0.00031531180336592248
leaf_weight=429.20494671165943 316.89270907640457
leaf_count=3581 1875
internal_value=0.00382059
internal_weight=746.098
internal_count=5456
is_linear=0
shrinkage=0.0129211


Tree=91
num_leaves=3
num_cat=0
split_feature=9 30
split_gain=33.6305 12.0565
threshold=2.5000000000000004 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0068056405916926289 3.4965445212728807e-05 0.00027315987640562107
leaf_weight=370.44914514943957 319.23769652098417 56.388742979615927
leaf_count=3097 1892 482
internal_value=0.0036319 0.00596284
internal_weight=746.076 426.838
internal_count=5471 3579
is_linear=0
shrinkage=0.0129211


Tree=92
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=25.8923 11.1438
threshold=38.495000000000012 24.245000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0058050699952336528 0.002002477234957755 -0.0036043332630254382
leaf_weight=473.98539907857776 211.13294507190585 56.607356991618872
leaf_count=3762 1347 328
internal_value=0.00400176 0.000240182
internal_weight=741.726 267.74
internal_count=5437 1675
is_linear=0
shrinkage=0.0129211


Tree=93
num_leaves=2
num_cat=0
split_feature=9
split_gain=30.0419
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0059631932139356195 0.00025981835996365056
leaf_weight=425.61108849570155 316.56131073832512
leaf_count=3605 1876
internal_value=0.00374399
internal_weight=742.172
internal_count=5481
is_linear=0
shrinkage=0.0129211


Tree=94
num_leaves=2
num_cat=0
split_feature=21
split_gain=31.6833
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0054339354506276029 3.6805487830684232e-05
leaf_weight=463.60999590530992 281.17686416581273
leaf_count=3783 1731
internal_value=0.00340252
internal_weight=744.787
internal_count=5514
is_linear=0
shrinkage=0.0129211


Tree=95
num_leaves=2
num_cat=0
split_feature=8
split_gain=34.3164
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0057076427517538074 4.1656644868350338e-05
leaf_weight=475.39813711121678 266.70450933277607
leaf_count=3827 1686
internal_value=0.00366977
internal_weight=742.103
internal_count=5513
is_linear=0
shrinkage=0.0129211


Tree=96
num_leaves=2
num_cat=0
split_feature=9
split_gain=37.047
threshold=3.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0055527011618191841 -0.00010567291531716626
leaf_weight=521.31276299059391 221.04918501526117
leaf_count=4262 1264
internal_value=0.00368952
internal_weight=742.362
internal_count=5526
is_linear=0
shrinkage=0.0129211


Tree=97
num_leaves=2
num_cat=0
split_feature=8
split_gain=27.9688
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0055122001282972705 4.124823250970605e-05
leaf_weight=465.85799234732985 265.51541157066822
leaf_count=3789 1674
internal_value=0.00364104
internal_weight=731.373
internal_count=5463
is_linear=0
shrinkage=0.0129211


Tree=98
num_leaves=3
num_cat=0
split_feature=22 12
split_gain=31.5362 14.0101
threshold=16.650000000000002 7.5000000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0031382773756683021 0.0056338367351482909 0.00025243734826931215
leaf_weight=66.93995064496994 502.68109445646405 157.99509374052286
leaf_count=462 3994 1004
internal_value=0.00360223 0.00455775
internal_weight=727.616 660.676
internal_count=5460 4998
is_linear=0
shrinkage=0.0129211


Tree=99
num_leaves=2
num_cat=0
split_feature=9
split_gain=29.9869
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0063150399104928423 0.0005147981811362796
leaf_weight=405.42183098942041 316.23495355993509
leaf_count=3518 1883
internal_value=0.00399761
internal_weight=721.657
internal_count=5401
is_linear=0
shrinkage=0.0129211


Tree=100
num_leaves=2
num_cat=0
split_feature=8
split_gain=29.1638
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050393112250046402 3.4935547108464981e-05
leaf_weight=459.98048938065767 265.17704480886459
leaf_count=3801 1678
internal_value=0.00310837
internal_weight=725.158
internal_count=5479
is_linear=0
shrinkage=0.0129211


Tree=101
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=25.7483 13.5678
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0054074562502502178 0.0019380264689328444 -0.0042708605551183068
leaf_weight=459.01937193050981 201.66480369493365 62.497224360704422
leaf_count=3794 1302 361
internal_value=0.00359059 4.05354e-05
internal_weight=723.181 264.162
internal_count=5457 1663
is_linear=0
shrinkage=0.0129211


Tree=102
num_leaves=3
num_cat=0
split_feature=28 22
split_gain=30.0889 10.3412
threshold=20.300000000000001 9.3450000000000006
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.00037726854462913589 -0.0011447660417443902 0.0052102371886148663
leaf_weight=34.198853109031916 133.63305624201894 547.75792369619012
leaf_count=238 909 4286
internal_value=0.00344223 0.00475397
internal_weight=715.59 581.957
internal_count=5433 4524
is_linear=0
shrinkage=0.0129211


Tree=103
num_leaves=2
num_cat=0
split_feature=9
split_gain=30.4157
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0056047817188353884 3.1438101838341606e-05
leaf_weight=401.67092419788241 311.01423348486423
leaf_count=3560 1874
internal_value=0.00330696
internal_weight=712.685
internal_count=5434
is_linear=0
shrinkage=0.0129211


Tree=104
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=25.3252 10.7523
threshold=38.495000000000012 25.035000000000004
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0051248465412895988 0.0014171457881673284 -0.0044044365008962501
leaf_weight=454.75514759123325 209.2261448353529 52.21726406365633
leaf_count=3815 1357 301
internal_value=0.00332165 3.7388e-05
internal_weight=716.199 261.443
internal_count=5473 1658
is_linear=0
shrinkage=0.0129211


Tree=105
num_leaves=3
num_cat=0
split_feature=21 30
split_gain=26.8997 10.2946
threshold=1.5000000000000002 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0062305911066493124 3.7981163956851752e-05 0.00022593182831632321
leaf_weight=378.9923750422895 272.05761488154531 61.684025511145592
leaf_count=3232 1692 521
internal_value=0.00350453 0.00543823
internal_weight=712.734 440.676
internal_count=5445 3753
is_linear=0
shrinkage=0.0129211


Tree=106
num_leaves=2
num_cat=0
split_feature=8
split_gain=23.2153
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0052438726574763296 3.8306867799348977e-05
leaf_weight=446.3536446839571 266.51869982108474
leaf_count=3771 1684
internal_value=0.00347062
internal_weight=712.872
internal_count=5455
is_linear=0
shrinkage=0.0129211


Tree=107
num_leaves=2
num_cat=0
split_feature=9
split_gain=32.2269
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0054588430795196258 2.8985761681795101e-05
leaf_weight=399.78744296357036 310.86618400737643
leaf_count=3609 1881
internal_value=0.00308976
internal_weight=710.654
internal_count=5490
is_linear=0
shrinkage=0.0129211


Tree=108
num_leaves=2
num_cat=0
split_feature=21
split_gain=27.9232
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0052775444896004022 3.6035831055777319e-05
leaf_weight=441.78788520768285 268.82778579369187
leaf_count=3809 1675
internal_value=0.00332345
internal_weight=710.616
internal_count=5484
is_linear=0
shrinkage=0.0129211


Tree=109
num_leaves=3
num_cat=0
split_feature=21 30
split_gain=29.9107 11.2344
threshold=1.5000000000000002 0.017854466569091756
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0062511152953543302 3.5259077269489902e-05 0.00019399042384989049
leaf_weight=370.40928847715259 273.92953966930509 69.883215442299843
leaf_count=3217 1714 597
internal_value=0.00331999 0.00535988
internal_weight=714.222 440.293
internal_count=5528 3814
is_linear=0
shrinkage=0.0129211


Tree=110
num_leaves=3
num_cat=0
split_feature=36 30
split_gain=25.9184 14.215
threshold=1.0000000180025095e-35 0.019889235087764953
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0055562261024220986 -0.00018063624160389536 0.00017172930755951846
leaf_weight=440.19716935232282 190.74115765839815 73.656085222959518
leaf_count=3588 1293 597
internal_value=0.00317506 0.00468445
internal_weight=704.594 513.853
internal_count=5478 4185
is_linear=0
shrinkage=0.0129211


Tree=111
num_leaves=2
num_cat=0
split_feature=21
split_gain=26.6036
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050618614437969141 3.2879115766736266e-05
leaf_weight=429.62658523023129 272.66381761804223
leaf_count=3762 1711
internal_value=0.00310311
internal_weight=702.29
internal_count=5473
is_linear=0
shrinkage=0.0129211


Tree=112
num_leaves=2
num_cat=0
split_feature=9
split_gain=29.4293
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0053802583087089496 2.8127419686381832e-05
leaf_weight=393.40988660976291 315.70576386526227
leaf_count=3622 1920
internal_value=0.00307737
internal_weight=709.116
internal_count=5542
is_linear=0
shrinkage=0.0129211


Tree=113
num_leaves=2
num_cat=0
split_feature=8
split_gain=29.167
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.005113045377636038 3.4124431600754587e-05
leaf_weight=435.8506156951189 261.8403573743999
leaf_count=3776 1683
internal_value=0.00310518
internal_weight=697.691
internal_count=5459
is_linear=0
shrinkage=0.0129211


Tree=114
num_leaves=2
num_cat=0
split_feature=21
split_gain=30.087
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050392449816893878 3.0757363300565491e-05
leaf_weight=422.89299328997731 272.29008990898728
leaf_count=3741 1711
internal_value=0.00291908
internal_weight=695.183
internal_count=5452
is_linear=0
shrinkage=0.0129211


Tree=115
num_leaves=2
num_cat=0
split_feature=8
split_gain=24.2671
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0048735453132175994 3.3678984816656879e-05
leaf_weight=441.53893343359232 260.23386921361089
leaf_count=3855 1677
internal_value=0.00306909
internal_weight=701.773
internal_count=5532
is_linear=0
shrinkage=0.0129211


Tree=116
num_leaves=2
num_cat=0
split_feature=21
split_gain=27.2535
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050975069848390253 3.2165052945927801e-05
leaf_weight=423.13747381046414 273.83562695235014
leaf_count=3776 1722
internal_value=0.00308802
internal_weight=696.973
internal_count=5498
is_linear=0
shrinkage=0.0129211


Tree=117
num_leaves=2
num_cat=0
split_feature=8
split_gain=25.7386
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0048772617804260241 3.2225347686883052e-05
leaf_weight=431.92454680800438 262.75950996205211
leaf_count=3807 1691
internal_value=0.00297769
internal_weight=694.684
internal_count=5498
is_linear=0
shrinkage=0.0129211


Tree=118
num_leaves=2
num_cat=0
split_feature=9
split_gain=25.1127
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0051655119825704037 2.7614027231689668e-05
leaf_weight=379.29012537002563 307.15420930832624
leaf_count=3578 1883
internal_value=0.00299207
internal_weight=686.444
internal_count=5461
is_linear=0
shrinkage=0.0129211


Tree=119
num_leaves=3
num_cat=0
split_feature=9 27
split_gain=21.4517 10.8669
threshold=3.5000000000000004 14.295000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.005555246556707371 4.1969046639600064e-05 0.00020499046682413607
leaf_weight=410.98082650452852 222.55999502539635 57.387229312211275
leaf_count=3696 1282 491
internal_value=0.00328971 0.00482607
internal_weight=690.928 468.368
internal_count=5469 4187
is_linear=0
shrinkage=0.0129211


Tree=120
num_leaves=2
num_cat=0
split_feature=9
split_gain=25.8794
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050194640189628941 2.5437889645152289e-05
leaf_weight=374.52806738391519 309.73736570030451
leaf_count=3571 1897
internal_value=0.00279094
internal_weight=684.265
internal_count=5468
is_linear=0
shrinkage=0.0129211


Tree=121
num_leaves=3
num_cat=0
split_feature=36 20
split_gain=25 14.9367
threshold=1.0000000180025095e-35 7535.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=9.6213402909119502e-05 4.8516169323372564e-05 0.006221966465317765
leaf_weight=133.2293074503541 190.66241004317999 355.78823055326939
leaf_count=1130 1310 2987
internal_value=0.00329762 0.0048315
internal_weight=679.68 489.018
internal_count=5427 4117
is_linear=0
shrinkage=0.0129211


Tree=122
num_leaves=3
num_cat=0
split_feature=9 30
split_gain=22.8839 9.90459
threshold=2.5000000000000004 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0055165828886022212 2.3388934050763557e-05 0.00020852149973157362
leaf_weight=324.12118184193969 311.13488302379847 50.848181199282408
leaf_count=3116 1912 487
internal_value=0.00259286 0.00468929
internal_weight=686.104 374.969
internal_count=5515 3603
is_linear=0
shrinkage=0.0129211


Tree=123
num_leaves=2
num_cat=0
split_feature=8
split_gain=21.1632
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0046200498734028676 3.0635884439036264e-05
leaf_weight=421.6086849719286 261.99455000832677
leaf_count=3811 1692
internal_value=0.00286851
internal_weight=683.603
internal_count=5503
is_linear=0
shrinkage=0.0129211


Tree=124
num_leaves=4
num_cat=0
split_feature=24 1 20
split_gain=21.9666 13.1683 11.0624
threshold=3.2000000000000006 13.500000000000002 2050.0000000000005
decision_type=2 10 2
left_child=1 -1 -3
right_child=-2 2 -4
leaf_value=0.00011191683467929343 -0.00086031084379009247 0.00037548928693112541 0.0054348726722378291
leaf_weight=92.648682095110416 180.98681186139584 33.155336696654558 373.41841575503349
leaf_count=748 1468 271 2992
internal_value=0.00233058 0.0037709 0.00476455
internal_weight=680.209 499.222 406.574
internal_count=5479 4011 3263
is_linear=0
shrinkage=0.0129211


Tree=125
num_leaves=2
num_cat=0
split_feature=22
split_gain=23.7847
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0026865865305881094 0.0040471240364040708
leaf_weight=63.115406364202499 614.58743713051081
leaf_count=447 5026
internal_value=0.00316494
internal_weight=677.703
internal_count=5473
is_linear=0
shrinkage=0.0129211


Tree=126
num_leaves=4
num_cat=0
split_feature=12 20 22
split_gain=26.2065 10.7215 9.68625
threshold=6.5000000000000009 7535.0000000000009 33.220000000000006
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00049381442512308991 -0.0041139384991376636 0.0059326351262603307 0.00098851155527367456
leaf_weight=142.85092640295625 72.743504907935858 337.49500864744186 127.21324670687318
leaf_count=1225 446 2972 871
internal_value=0.002977 0.00461531 -0.000286257
internal_weight=680.303 480.346 199.957
internal_count=5514 4197 1317
is_linear=0
shrinkage=0.0129211


Tree=127
num_leaves=3
num_cat=0
split_feature=36 30
split_gain=19.8667 13.7465
threshold=1.0000000180025095e-35 0.0087676583943993008
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.005326375518461531 2.5146614124835095e-05 0.00010636070892692829
leaf_weight=385.46041202917695 189.44148839637637 102.62904213368893
leaf_count=3328 1313 871
internal_value=0.00285623 0.00422869
internal_weight=677.531 488.089
internal_count=5512 4199
is_linear=0
shrinkage=0.0129211


Tree=128
num_leaves=3
num_cat=0
split_feature=8 30
split_gain=22.4549 9.62898
threshold=38.495000000000012 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0052722116249971909 2.8647566488771567e-05 0.00019239468266862546
leaf_weight=359.54365783557296 258.39589128270745 55.596187382936478
leaf_count=3294 1689 507
internal_value=0.00267856 0.00450417
internal_weight=673.536 415.14
internal_count=5490 3801
is_linear=0
shrinkage=0.0129211


Tree=129
num_leaves=2
num_cat=0
split_feature=8
split_gain=25.061
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0045113375090556664 -8.1316468615796008e-05
leaf_weight=415.69828984513879 255.18719020858407
leaf_count=3825 1669
internal_value=0.00257451
internal_weight=670.885
internal_count=5494
is_linear=0
shrinkage=0.0129211


Tree=130
num_leaves=2
num_cat=0
split_feature=8
split_gain=24.6107
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0047498106962033495 3.0287196966541875e-05
leaf_weight=411.0483006760478 257.53779090568423
leaf_count=3778 1676
internal_value=0.00282655
internal_weight=668.586
internal_count=5454
is_linear=0
shrinkage=0.0129211


Tree=131
num_leaves=2
num_cat=0
split_feature=28
split_gain=16.1096
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0034987788007882765 -0.00075865306903461155
leaf_weight=536.72033469751477 125.68316794931889
leaf_count=4556 885
internal_value=0.00247125
internal_weight=662.404
internal_count=5441
is_linear=0
shrinkage=0.0129211


Tree=132
num_leaves=2
num_cat=0
split_feature=38
split_gain=20.013
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.00014952594479428845 0.0050015401166850744
leaf_weight=346.19545252621174 329.98010399565101
leaf_count=2420 3132
internal_value=0.00275509
internal_weight=676.176
internal_count=5552
is_linear=0
shrinkage=0.0129211


Tree=133
num_leaves=2
num_cat=0
split_feature=21
split_gain=20.1222
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0041621009776340364 2.4191423368577754e-05
leaf_weight=398.47531692311168 265.38234795257449
leaf_count=3775 1710
internal_value=0.00235652
internal_weight=663.858
internal_count=5485
is_linear=0
shrinkage=0.0129211


Tree=134
num_leaves=2
num_cat=0
split_feature=9
split_gain=20.0976
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050673189610006475 8.7414067544563489e-05
leaf_weight=233.92891973629594 430.36192743107677
leaf_count=2389 3104
internal_value=0.00209741
internal_weight=664.291
internal_count=5493
is_linear=0
shrinkage=0.0129211


Tree=135
num_leaves=2
num_cat=0
split_feature=9
split_gain=21.1892
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0040500722084265859 -0.0001270102090764523
leaf_weight=355.74050917848945 307.61035479977727
leaf_count=3578 1922
internal_value=0.00192634
internal_weight=663.351
internal_count=5500
is_linear=0
shrinkage=0.0129211


Tree=136
num_leaves=3
num_cat=0
split_feature=22 30
split_gain=20.4594 13.4614
threshold=16.650000000000002 0.017854466569091756
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0027801706780285866 0.0043152183122333529 0.0001016271267791941
leaf_weight=63.634747941046953 502.30628281831741 90.012484796345234
leaf_count=458 4233 747
internal_value=0.00260836 0.00347779
internal_weight=655.954 592.319
internal_count=5438 4980
is_linear=0
shrinkage=0.0129211


Tree=137
num_leaves=2
num_cat=0
split_feature=9
split_gain=29.383
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0047727490632737445 -0.00024766929943633034
leaf_weight=350.7323817498982 304.98784618079662
leaf_count=3542 1916
internal_value=0.00225215
internal_weight=655.72
internal_count=5458
is_linear=0
shrinkage=0.0129211


Tree=138
num_leaves=2
num_cat=0
split_feature=9
split_gain=24.2357
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0048284270539978935 2.3190499899420832e-05
leaf_weight=357.49924775213003 303.3678241930902
leaf_count=3624 1897
internal_value=0.00260652
internal_weight=660.867
internal_count=5521
is_linear=0
shrinkage=0.0129211


Tree=139
num_leaves=2
num_cat=0
split_feature=38
split_gain=17.9882
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=1.7654875712864498e-05 0.0043653953896206641
leaf_weight=338.82341005653143 316.88050584122539
leaf_count=2392 3084
internal_value=0.00221243
internal_weight=655.704
internal_count=5476
is_linear=0
shrinkage=0.0129211


Tree=140
num_leaves=3
num_cat=0
split_feature=22 24
split_gain=21.7759 11.1083
threshold=9.3450000000000006 3.2000000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0042613333234927525 0.0040296744937058241 4.6362264252552011e-05
leaf_weight=49.757171016186476 437.39208801090717 168.40638469159603
leaf_count=355 3740 1407
internal_value=0.00212777 0.00296379
internal_weight=655.556 605.798
internal_count=5502 5147
is_linear=0
shrinkage=0.0129211


Tree=141
num_leaves=3
num_cat=0
split_feature=8 28
split_gain=21.609 10.009
threshold=38.495000000000012 25.035000000000004
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0043068838504696704 0.00077459060955489736 -0.0047791634368146499
leaf_weight=400.42768148705363 194.31056943908334 51.03290044516325
leaf_count=3819 1330 298
internal_value=0.00247934 1.51217e-05
internal_weight=645.771 245.343
internal_count=5447 1628
is_linear=0
shrinkage=0.0129211


Tree=142
num_leaves=2
num_cat=0
split_feature=21
split_gain=22.2811
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0039073297854233793 -0.00049051350922161587
leaf_weight=392.42890734598041 261.94064781442285
leaf_count=3816 1706
internal_value=0.00194827
internal_weight=654.37
internal_count=5522
is_linear=0
shrinkage=0.0129211


Tree=143
num_leaves=2
num_cat=0
split_feature=9
split_gain=18.123
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0049032554718446706 0.00010073567793895438
leaf_weight=228.32221500948071 424.47652548924088
leaf_count=2410 3092
internal_value=0.00203985
internal_weight=652.799
internal_count=5502
is_linear=0
shrinkage=0.0129211


Tree=144
num_leaves=2
num_cat=0
split_feature=9
split_gain=20.4219
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0051972919667593927 8.7089828086089126e-05
leaf_weight=224.39530666917562 418.52189610898495
leaf_count=2375 3055
internal_value=0.00213689
internal_weight=642.917
internal_count=5430
is_linear=0
shrinkage=0.0129211


Tree=145
num_leaves=3
num_cat=0
split_feature=22 20
split_gain=17.4146 12.6559
threshold=9.3450000000000006 7535.0000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0030979492361711803 4.9663476469499227e-05 0.0041611182403646059
leaf_weight=52.381073035299778 160.62052876874804 439.30246211215854
leaf_count=371 1368 3763
internal_value=0.00228469 0.00304825
internal_weight=652.304 599.923
internal_count=5502 5131
is_linear=0
shrinkage=0.0129211


Tree=146
num_leaves=3
num_cat=0
split_feature=30 9
split_gain=22.916 11.7427
threshold=0.019889235087764953 2.5000000000000004
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0050803626036562853 -0.0027614278640365254 0.00057963440357226403
leaf_weight=292.49031196534634 92.088984951376915 258.17265689373016
leaf_count=3054 781 1611
internal_value=0.00213318 0.0032543
internal_weight=642.752 550.663
internal_count=5446 4665
is_linear=0
shrinkage=0.0129211


Tree=147
num_leaves=3
num_cat=0
split_feature=36 30
split_gain=20.9755 14.0386
threshold=1.0000000180025095e-35 0.0087676583943993008
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0047657009591627886 -0.00097295439694233972 9.3338321326062038e-05
leaf_weight=360.69177515804768 184.89217523485422 94.615745607763529
leaf_count=3295 1305 840
internal_value=0.00206565 0.0036084
internal_weight=640.2 455.308
internal_count=5440 4135
is_linear=0
shrinkage=0.0129211


Tree=148
num_leaves=3
num_cat=0
split_feature=8 24
split_gain=26.4463 10.2466
threshold=38.495000000000012 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0042320605146943108 0.00029273139672831607 -0.0046342705191958784
leaf_weight=394.85474023222923 187.58521977812052 68.765567321330309
leaf_count=3826 1259 454
internal_value=0.00212189 -0.000620425
internal_weight=651.206 256.351
internal_count=5539 1713
is_linear=0
shrinkage=0.0129211


Tree=149
num_leaves=2
num_cat=0
split_feature=8
split_gain=19.8593
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0040994085095918363 3.8706097038847318e-06
leaf_weight=389.37929114326835 252.45529916137457
leaf_count=3801 1672
internal_value=0.00229061
internal_weight=641.835
internal_count=5473
is_linear=0
shrinkage=0.0129211


Tree=150
num_leaves=3
num_cat=0
split_feature=36 1
split_gain=19.3421 10.7081
threshold=1.0000000180025095e-35 20.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=8.1434066537228642e-05 -0.00059817468464738526 0.0048424813014696947
leaf_weight=112.37716399505734 182.83416737243533 344.97181452065706
leaf_count=1002 1290 3162
internal_value=0.00228202 0.00373506
internal_weight=640.183 457.349
internal_count=5454 4164
is_linear=0
shrinkage=0.0129211


Tree=151
num_leaves=2
num_cat=0
split_feature=21
split_gain=17.9563
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.004127838459160032 2.3903798771211272e-05
leaf_weight=380.44358032941818 261.77071346342564
leaf_count=3784 1706
internal_value=0.00237472
internal_weight=642.214
internal_count=5490
is_linear=0
shrinkage=0.0129211


Tree=152
num_leaves=3
num_cat=0
split_feature=36 20
split_gain=19.3187 15.4092
threshold=1.0000000180025095e-35 10050.000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=4.8244574131090923e-05 -0.001087966860002932 0.005122108281895312
leaf_weight=168.9581492729485 181.73129434883595 285.84808319061995
leaf_count=1540 1288 2640
internal_value=0.00185334 0.00334064
internal_weight=636.538 454.806
internal_count=5468 4180
is_linear=0
shrinkage=0.0129211


Tree=153
num_leaves=3
num_cat=0
split_feature=21 22
split_gain=24.8026 9.76771
threshold=1.5000000000000002 9.3450000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0038733025139106201 -0.0063181893885297892 -1.2691532958081683e-05
leaf_weight=379.9315119497478 29.968230582773685 233.01863830909133
leaf_count=3814 178 1550
internal_value=0.00172967 -0.0008671
internal_weight=642.918 262.987
internal_count=5542 1728
is_linear=0
shrinkage=0.0129211


Tree=154
num_leaves=2
num_cat=0
split_feature=8
split_gain=23.1162
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0036439848903673331 -0.00095908694787562711
leaf_weight=385.73337501659989 254.63211156055331
leaf_count=3816 1704
internal_value=0.00160529
internal_weight=640.365
internal_count=5520
is_linear=0
shrinkage=0.0129211


Tree=155
num_leaves=2
num_cat=0
split_feature=8
split_gain=16.1587
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0034089211287839909 -0.00032853205246612913
leaf_weight=380.47279391437769 251.02548987790942
leaf_count=3783 1674
internal_value=0.0017166
internal_weight=631.498
internal_count=5457
is_linear=0
shrinkage=0.0129211


Tree=156
num_leaves=2
num_cat=0
split_feature=21
split_gain=17.4825
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0039518408968303173 2.1789349037777838e-05
leaf_weight=376.43600822240114 263.61432879045606
leaf_count=3805 1710
internal_value=0.00219722
internal_weight=640.05
internal_count=5515
is_linear=0
shrinkage=0.0129211


Tree=157
num_leaves=3
num_cat=0
split_feature=36 20
split_gain=21.057 14.355
threshold=1.0000000180025095e-35 10050.000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=4.9786292357884891e-05 -0.0012599216248237793 0.0051597999703333055
leaf_weight=165.98723542317748 182.09166930615902 279.82803424075246
leaf_count=1517 1296 2618
internal_value=0.00183174 0.00341458
internal_weight=627.907 445.815
internal_count=5431 4135
is_linear=0
shrinkage=0.0129211


Tree=158
num_leaves=4
num_cat=0
split_feature=24 22 22
split_gain=19.274 10.3581 10.066
threshold=3.2000000000000006 9.3450000000000006 52.955000000000005
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-5.5119427485722478e-05 -0.0041462527004290234 0.0040920357168665921 0.00096119264881387885
leaf_weight=40.36644509807229 92.926950756460428 422.27619438618422 76.221409559249878
leaf_count=284 768 3741 697
internal_value=0.00198002 0.00340879 -0.00108338
internal_weight=631.791 462.643 169.148
internal_count=5490 4025 1465
is_linear=0
shrinkage=0.0129211


Tree=159
num_leaves=3
num_cat=0
split_feature=9 1
split_gain=17.4559 9.5569
threshold=2.5000000000000004 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=7.7018990848564398e-05 1.1765182420935994e-05 0.0052620553060084467
leaf_weight=102.54082467406988 304.78533110022545 228.91606904566288
leaf_count=1116 1939 2466
internal_value=0.00180402 0.00382362
internal_weight=636.242 331.457
internal_count=5521 3582
is_linear=0
shrinkage=0.0129211


Tree=160
num_leaves=3
num_cat=0
split_feature=9 1
split_gain=17.6424 10.9737
threshold=2.5000000000000004 24.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=8.3875437402891812e-05 -6.9540933651727194e-05 0.0052805969431415235
leaf_weight=93.396281030029058 293.93608864024282 232.69556937366724
leaf_count=1016 1876 2519
internal_value=0.00177719 0.00382124
internal_weight=620.028 326.092
internal_count=5411 3535
is_linear=0
shrinkage=0.0129211


Tree=161
num_leaves=3
num_cat=0
split_feature=36 20
split_gain=16.4596 14.6891
threshold=1.0000000180025095e-35 10050.000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=4.9065813286279121e-05 -0.00052085077627083462 0.0052208580228827184
leaf_weight=168.35567338392138 182.16273963823915 280.57214188575745
leaf_count=1555 1295 2652
internal_value=0.00208703 0.00345141
internal_weight=631.091 448.928
internal_count=5502 4207
is_linear=0
shrinkage=0.0129211


Tree=162
num_leaves=2
num_cat=0
split_feature=9
split_gain=14.2549
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0040272325027728957 9.0400509169485036e-06
leaf_weight=213.9446559920907 407.21219729632139
leaf_count=2405 3047
internal_value=0.00142881
internal_weight=621.157
internal_count=5452
is_linear=0
shrinkage=0.0129211


Tree=163
num_leaves=2
num_cat=0
split_feature=9
split_gain=15.5078
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0045260496493016722 1.1044716273036293e-05
leaf_weight=211.9982364885509 415.19340153038502
leaf_count=2385 3096
internal_value=0.00177235
internal_weight=627.192
internal_count=5481
is_linear=0
shrinkage=0.0129211


Tree=164
num_leaves=3
num_cat=0
split_feature=22 30
split_gain=16.6421 13.9258
threshold=9.3450000000000006 0.004886962399153501
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.003730017980933642 0.0036556179094856551 -0.00013561233945279076
leaf_weight=51.662352494895458 435.00481726229191 140.53007237613201
leaf_count=369 3921 1212
internal_value=0.00168869 0.00248922
internal_weight=627.197 575.535
internal_count=5502 5133
is_linear=0
shrinkage=0.0129211


Tree=165
num_leaves=2
num_cat=0
split_feature=9
split_gain=18.2684
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0043055120318977978 8.3278371541115627e-06
leaf_weight=213.90247248113155 413.30148036405444
leaf_count=2427 3099
internal_value=0.00134076
internal_weight=627.204
internal_count=5526
is_linear=0
shrinkage=0.0129211


Tree=166
num_leaves=3
num_cat=0
split_feature=22 30
split_gain=17.0431 12.7451
threshold=9.3450000000000006 0.019889235087764953
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0036035904685018196 0.0035776691342353606 -0.00048708606105353892
leaf_weight=50.600833859294653 482.091269120574 88.833951719105244
leaf_count=360 4329 772
internal_value=0.00188719 0.00268877
internal_weight=621.526 570.925
internal_count=5461 5101
is_linear=0
shrinkage=0.0129211


Tree=167
num_leaves=2
num_cat=0
split_feature=5
split_gain=14.7184
threshold=767.40000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-8.2816974138839555e-05 0.0034343238274632537
leaf_weight=286.3301095739007 336.03197723254561
leaf_count=2462 3025
internal_value=0.00161379
internal_weight=622.362
internal_count=5487
is_linear=0
shrinkage=0.0129211


Tree=168
num_leaves=3
num_cat=0
split_feature=22 20
split_gain=16.5156 10.9409
threshold=16.650000000000002 7535.0000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0030824143026167146 4.190552556351484e-05 0.0036837114115652737
leaf_weight=67.733718268573284 152.47926196828485 396.35087579488754
leaf_count=491 1346 3589
internal_value=0.00166953 0.0025684
internal_weight=616.564 548.83
internal_count=5426 4935
is_linear=0
shrinkage=0.0129211


Tree=169
num_leaves=2
num_cat=0
split_feature=21
split_gain=17.1978
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0035842511306434536 -0.00028236850987488295
leaf_weight=365.53412992507219 259.01778221130371
leaf_count=3815 1714
internal_value=0.00177446
internal_weight=624.552
internal_count=5529
is_linear=0
shrinkage=0.0129211


Tree=170
num_leaves=3
num_cat=0
split_feature=36 5
split_gain=14.5502 10.9756
threshold=1.0000000180025095e-35 912.78000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.00028909466061748503 -0.0009206546042327691 0.0051248512862309926
leaf_weight=230.45039769262075 181.38853016123176 200.73552087321877
leaf_count=2167 1296 1968
internal_value=0.00154447 0.00290724
internal_weight=612.574 431.186
internal_count=5431 4135
is_linear=0
shrinkage=0.0129211


Tree=171
num_leaves=3
num_cat=0
split_feature=24 4
split_gain=16.981 12.2004
threshold=5.0650000000000004 0.57515000000000016
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.0045972008505125103 -0.0014448866127503657 3.8756087174416157e-05
leaf_weight=270.8497772179544 161.69933740049601 187.43758558854461
leaf_count=2434 1428 1650
internal_value=0.00152065 0.00288629
internal_weight=619.987 458.287
internal_count=5512 4084
is_linear=0
shrinkage=0.0129211


Tree=172
num_leaves=2
num_cat=0
split_feature=9
split_gain=14.9311
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0036191072216217621 1.4830524545926497e-05
leaf_weight=319.72117182984948 294.56629705429077
leaf_count=3566 1891
internal_value=0.00172033
internal_weight=614.287
internal_count=5457
is_linear=0
shrinkage=0.0129211


Tree=173
num_leaves=2
num_cat=0
split_feature=28
split_gain=18.6774
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0027616535905434954 -0.0022127198950173677
leaf_weight=488.54854767397046 124.85130017250776
leaf_count=4552 914
internal_value=0.00149464
internal_weight=613.4
internal_count=5466
is_linear=0
shrinkage=0.0129211


Tree=174
num_leaves=2
num_cat=0
split_feature=21
split_gain=14.8729
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0034363777585639126 -0.00012982631251384671
leaf_weight=357.759730450809 257.42552894726396
leaf_count=3781 1708
internal_value=0.00173573
internal_weight=615.185
internal_count=5489
is_linear=0
shrinkage=0.0129211


Tree=175
num_leaves=2
num_cat=0
split_feature=9
split_gain=15.6751
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0040285135191769541 7.4566484135969686e-06
leaf_weight=204.89460626244545 409.65610974654555
leaf_count=2388 3102
internal_value=0.00120705
internal_weight=614.551
internal_count=5490
is_linear=0
shrinkage=0.0129211


Tree=176
num_leaves=2
num_cat=0
split_feature=28
split_gain=15.4876
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0028102302412996208 -0.001593198072163002
leaf_weight=489.55955885350704 125.29973191767931
leaf_count=4574 917
internal_value=0.00166731
internal_weight=614.859
internal_count=5491
is_linear=0
shrinkage=0.0129211


Tree=177
num_leaves=2
num_cat=0
split_feature=24
split_gain=18.1157
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0029719298336533272 -0.0014821059469690072
leaf_weight=442.0392605997622 169.67894811183214
leaf_count=3992 1497
internal_value=0.00149876
internal_weight=611.718
internal_count=5489
is_linear=0
shrinkage=0.0129211


Tree=178
num_leaves=2
num_cat=0
split_feature=2
split_gain=12.2971
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=9.4779885995476538e-06 0.0037839618603130887
leaf_weight=387.36921814456582 223.10491481795907
leaf_count=3390 2082
internal_value=0.00145513
internal_weight=610.474
internal_count=5472
is_linear=0
shrinkage=0.0129211


Tree=179
num_leaves=4
num_cat=0
split_feature=24 1 22
split_gain=14.7304 9.88864 9.83264
threshold=3.2000000000000006 13.500000000000002 52.955000000000005
decision_type=2 10 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=7.746696933599749e-05 -0.0041130036064987215 0.00363330907639881 0.00081557462360950248
leaf_weight=84.240635808557272 99.680133786052465 361.5690629594028 72.383124526590109
leaf_count=752 837 3273 685
internal_value=0.00133235 0.00266803 -0.00128949
internal_weight=617.873 445.81 172.063
internal_count=5547 4025 1522
is_linear=0
shrinkage=0.0129211


Tree=180
num_leaves=2
num_cat=0
split_feature=8
split_gain=16.1078
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0034325200322741539 -0.00034698012881304447
leaf_weight=363.36859228461981 249.20876903086901
leaf_count=3802 1697
internal_value=0.00168283
internal_weight=612.577
internal_count=5499
is_linear=0
shrinkage=0.0129211


Tree=181
num_leaves=3
num_cat=0
split_feature=21 30
split_gain=17.2306 9.94718
threshold=1.5000000000000002 0.015966448017842052
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0046574353720009454 -0.00024249652484623565 0.00012111440424755515
leaf_weight=290.65694362670183 259.89013344421983 62.201081208884716
leaf_count=3146 1729 625
internal_value=0.0017903 0.00364971
internal_weight=612.748 352.858
internal_count=5500 3771
is_linear=0
shrinkage=0.0129211


Tree=182
num_leaves=3
num_cat=0
split_feature=28 20
split_gain=16.2533 10.487
threshold=20.300000000000001 7535.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=4.3934407046370483e-05 -0.0019239066079920172 0.0038166113518112435
leaf_weight=142.39749141037464 128.17692617326975 348.60601257160306
leaf_count=1303 941 3319
internal_value=0.00144012 0.00263097
internal_weight=619.18 491.004
internal_count=5563 4622
is_linear=0
shrinkage=0.0129211


Tree=183
num_leaves=3
num_cat=0
split_feature=21 1
split_gain=15.1002 10.8923
threshold=1.5000000000000002 22.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=7.9244221872157896e-05 -0.00011408005429473954 0.0048106343163439192
leaf_weight=91.079803079366684 253.3384493291378 261.72363164648414
leaf_count=974 1689 2823
internal_value=0.00177985 0.0035023
internal_weight=606.142 352.803
internal_count=5486 3797
is_linear=0
shrinkage=0.0129211


Tree=184
num_leaves=2
num_cat=0
split_feature=36
split_gain=17.3292
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0029436237275215446 -0.0013769429587022727
leaf_weight=422.36779686436057 177.52926240116358
leaf_count=4144 1289
internal_value=0.00142586
internal_weight=599.897
internal_count=5433
is_linear=0
shrinkage=0.0129211


Tree=185
num_leaves=2
num_cat=0
split_feature=38
split_gain=13.744
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-6.7130548531621115e-05 0.0033931210117677572
leaf_weight=331.05811083316803 282.51737685501575
leaf_count=2452 3094
internal_value=0.00132684
internal_weight=613.575
internal_count=5546
is_linear=0
shrinkage=0.0129211


Tree=186
num_leaves=2
num_cat=0
split_feature=38
split_gain=15.7685
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00030522414933775472 0.0034751144593636362
leaf_weight=325.34517683461308 283.74856558069587
leaf_count=2415 3120
internal_value=0.00125389
internal_weight=609.094
internal_count=5535
is_linear=0
shrinkage=0.0129211


Tree=187
num_leaves=3
num_cat=0
split_feature=22 5
split_gain=18.038 11.5298
threshold=16.650000000000002 666.69500000000005
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.003834219151098316 2.5173602360901614e-05 0.0038922967321509119
leaf_weight=63.811426915228367 225.4181334413588 316.73304627090693
leaf_count=473 2037 3004
internal_value=0.0013977 0.00234268
internal_weight=605.963 542.151
internal_count=5514 5041
is_linear=0
shrinkage=0.0129211


Tree=188
num_leaves=2
num_cat=0
split_feature=1
split_gain=13.1172
threshold=26.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00040921588323838384 0.0030017743306615303
leaf_weight=248.23689083382487 358.06526194140315
leaf_count=2215 3282
internal_value=0.00138854
internal_weight=606.302
internal_count=5497
is_linear=0
shrinkage=0.0129211


Tree=189
num_leaves=2
num_cat=0
split_feature=21
split_gain=16.1175
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0028832231854150079 -0.0010691785786138659
leaf_weight=349.02253766730428 250.3761547319591
leaf_count=3807 1680
internal_value=0.00100731
internal_weight=599.399
internal_count=5487
is_linear=0
shrinkage=0.0129211


Tree=190
num_leaves=2
num_cat=0
split_feature=9
split_gain=16.2386
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.004367471726608587 9.1055734308097145e-06
leaf_weight=199.06076354160905 400.10039353743196
leaf_count=2401 3073
internal_value=0.00147118
internal_weight=599.161
internal_count=5474
is_linear=0
shrinkage=0.0129211


Tree=191
num_leaves=3
num_cat=0
split_feature=9 1
split_gain=14.8297 10.5932
threshold=2.5000000000000004 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=6.4317355774912949e-05 -0.00042774997462410321 0.0048289115142000722
leaf_weight=96.684871315956116 287.91971718519926 210.7087777890265
leaf_count=1116 1885 2465
internal_value=0.0012592 0.0032524
internal_weight=595.313 307.394
internal_count=5466 3581
is_linear=0
shrinkage=0.0129211


Tree=192
num_leaves=2
num_cat=0
split_feature=8
split_gain=15.8005
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.003174297445285296 -0.00070337417072968179
leaf_weight=348.12939975038171 239.63755895569921
leaf_count=3711 1655
internal_value=0.00136797
internal_weight=587.767
internal_count=5366
is_linear=0
shrinkage=0.0129211


Tree=193
num_leaves=3
num_cat=0
split_feature=24 6
split_gain=13.1472 10.237
threshold=3.2000000000000006 17.945000000000004
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=-0.00015764175316483804 -0.0011328511346897995 0.0036031842174342158
leaf_weight=72.902292083948851 165.23546580970287 355.84191203862429
leaf_count=586 1469 3399
internal_value=0.00134305 0.00263091
internal_weight=593.98 428.744
internal_count=5454 3985
is_linear=0
shrinkage=0.0129211


Tree=194
num_leaves=3
num_cat=0
split_feature=2 38
split_gain=14.2353 9.71106
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=10 2
left_child=1 -1
right_child=-2 -3
leaf_value=-0.0021544366808243774 0.0036750840825503332 0.0017649518398749678
leaf_weight=212.6363999992609 220.76844131574035 169.48830191418529
leaf_count=1568 2109 1862
internal_value=0.00112257 -4.83168e-05
internal_weight=602.893 382.125
internal_count=5539 3430
is_linear=0
shrinkage=0.0129211


Tree=195
num_leaves=2
num_cat=0
split_feature=8
split_gain=16.5601
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0026969028802288639 -0.0013741759077122754
leaf_weight=352.93631987273693 245.49762858450413
leaf_count=3809 1694
internal_value=0.000797164
internal_weight=598.434
internal_count=5503
is_linear=0
shrinkage=0.0129211


Tree=196
num_leaves=3
num_cat=0
split_feature=22 30
split_gain=12.2352 9.5415
threshold=16.650000000000002 0.0036870799109318506
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0033808750850993184 0.0028164287702280989 -0.00033768855581388152
leaf_weight=62.838288564234972 394.98958502337337 137.87269997224212
leaf_count=461 3790 1239
internal_value=0.000907989 0.0017384
internal_weight=595.701 532.862
internal_count=5490 5029
is_linear=0
shrinkage=0.0129211


Tree=197
num_leaves=2
num_cat=0
split_feature=22
split_gain=16.9015
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0043523859257766171 0.0018033693270337991
leaf_weight=63.121974091976881 531.65685407444835
leaf_count=466 5029
internal_value=0.000843257
internal_weight=594.779
internal_count=5495
is_linear=0
shrinkage=0.0129211


Tree=198
num_leaves=2
num_cat=0
split_feature=5
split_gain=12.9812
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00023889479175782631 0.0031922587638285125
leaf_weight=325.97372068092227 273.82155806571245
leaf_count=2920 2608
internal_value=0.00112138
internal_weight=599.795
internal_count=5528
is_linear=0
shrinkage=0.0129211


Tree=199
num_leaves=3
num_cat=0
split_feature=21 1
split_gain=14.6817 13.2298
threshold=1.5000000000000002 24.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=5.9049790178197515e-05 -0.00082288345007859598 0.0045476687983885024
leaf_weight=99.239113256335258 253.08890119940042 241.27343326434493
leaf_count=1094 1708 2680
internal_value=0.00109639 0.00291338
internal_weight=593.601 340.513
internal_count=5482 3774
is_linear=0
shrinkage=0.0129211


Tree=200
num_leaves=3
num_cat=0
split_feature=22 1
split_gain=10.4992 11.1791
threshold=9.3450000000000006 32.500000000000007
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0030401143715887997 1.6710992916294623e-05 0.0036956126482114303
leaf_weight=50.521475300192833 270.41851652041078 269.01834824681282
leaf_count=360 2486 2594
internal_value=0.00117437 0.00188706
internal_weight=589.958 539.437
internal_count=5440 5080
is_linear=0
shrinkage=0.0129211


Tree=201
num_leaves=2
num_cat=0
split_feature=1
split_gain=10.5337
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00046147593215709894 0.0026712642244521257
leaf_weight=189.26148014143109 405.85042025521398
leaf_count=1710 3803
internal_value=0.00144567
internal_weight=595.112
internal_count=5513
is_linear=0
shrinkage=0.0129211


Tree=202
num_leaves=2
num_cat=0
split_feature=8
split_gain=13.689
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.002714643965489085 -0.0009117634056883385
leaf_weight=352.5282278098166 242.23888085782528
leaf_count=3851 1676
internal_value=0.0010107
internal_weight=594.767
internal_count=5527
is_linear=0
shrinkage=0.0129211


Tree=203
num_leaves=2
num_cat=0
split_feature=9
split_gain=17.1725
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0031573180432570951 -0.00095922794025802486
leaf_weight=296.09084179624915 287.72755710780621
leaf_count=3528 1897
internal_value=0.00090732
internal_weight=583.818
internal_count=5425
is_linear=0
shrinkage=0.0129211


Tree=204
num_leaves=3
num_cat=0
split_feature=24 22
split_gain=14.6729 11.7355
threshold=3.2000000000000006 52.955000000000005
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0023479010355771284 -0.0048340267584393477 0.00052944216925928549
leaf_weight=425.84363151714206 94.814229309558868 73.620347369462252
leaf_count=3997 816 713
internal_value=0.000937416 -0.00175277
internal_weight=594.278 168.435
internal_count=5526 1529
is_linear=0
shrinkage=0.0129211


Tree=205
num_leaves=2
num_cat=0
split_feature=24
split_gain=12.0548
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.002594065424127906 -0.00094289875557463276
leaf_weight=417.17547559738159 172.88800026476383
leaf_count=3943 1552
internal_value=0.00131882
internal_weight=590.063
internal_count=5495
is_linear=0
shrinkage=0.0129211


Tree=206
num_leaves=2
num_cat=0
split_feature=8
split_gain=12.8924
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0028781494698285892 -0.00060325509653218895
leaf_weight=341.22566530108452 240.61161541193724
leaf_count=3755 1669
internal_value=0.00121078
internal_weight=581.837
internal_count=5424
is_linear=0
shrinkage=0.0129211


Tree=207
num_leaves=2
num_cat=0
split_feature=36
split_gain=14.6944
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0027368147572452042 -0.0012193940718581017
leaf_weight=412.33281490206718 178.70356746390462
leaf_count=4178 1312
internal_value=0.00130002
internal_weight=591.036
internal_count=5490
is_linear=0
shrinkage=0.0129211


Tree=208
num_leaves=2
num_cat=0
split_feature=9
split_gain=13.6503
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0036161594331312525 -0.00023209322923565227
leaf_weight=191.39276149868965 393.13627164438367
leaf_count=2404 3073
internal_value=0.000831452
internal_weight=584.529
internal_count=5477
is_linear=0
shrinkage=0.0129211


Tree=209
num_leaves=2
num_cat=0
split_feature=22
split_gain=10.9669
threshold=9.3450000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0033907433367726661 0.0017226663621998121
leaf_weight=51.596233181655407 537.66543965786695
leaf_count=376 5129
internal_value=0.000978755
internal_weight=589.262
internal_count=5505
is_linear=0
shrinkage=0.0129211


Tree=210
num_leaves=3
num_cat=0
split_feature=2 24
split_gain=13.825 12.656
threshold=2.5000000000000004 3.2000000000000006
decision_type=10 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.00086368137852763658 0.003544613048516874 -0.0040374003267511756
leaf_weight=270.3223523311317 214.34909451939166 103.85039256513119
leaf_count=2479 2097 918
internal_value=0.000964756 -0.000200125
internal_weight=588.522 374.173
internal_count=5494 3397
is_linear=0
shrinkage=0.0129211


Tree=211
num_leaves=3
num_cat=0
split_feature=30 5
split_gain=14.0503 10.972
threshold=0.019889235087764953 912.78000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=1.7745398802700888e-05 -0.0028897997130516019 0.0039850734198599649
leaf_weight=266.39195505902171 90.835861328989267 229.4885728713125
leaf_count=2435 808 2251
internal_value=0.000945615 0.00198048
internal_weight=586.716 495.881
internal_count=5494 4686
is_linear=0
shrinkage=0.0129211


Tree=212
num_leaves=2
num_cat=0
split_feature=24
split_gain=11.9416
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0023780645945615845 -0.001277233987573765
leaf_weight=418.29976670630276 161.16720822826028
leaf_count=3990 1464
internal_value=0.00111246
internal_weight=579.467
internal_count=5454
is_linear=0
shrinkage=0.0129211


Tree=213
num_leaves=2
num_cat=0
split_feature=3
split_gain=11.0278
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-6.6869585709647964e-05 0.0037092208886456593
leaf_weight=444.33313320204616 138.63044684566557
leaf_count=4150 1337
internal_value=0.000643568
internal_weight=582.964
internal_count=5487
is_linear=0
shrinkage=0.0129211


Tree=214
num_leaves=2
num_cat=0
split_feature=8
split_gain=12.2247
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0025884613179912386 -0.00086556294572022973
leaf_weight=336.76322032697499 241.46448841318488
leaf_count=3740 1686
internal_value=0.000913386
internal_weight=578.228
internal_count=5426
is_linear=0
shrinkage=0.0129211


Tree=215
num_leaves=3
num_cat=0
split_feature=5 36
split_gain=11.6858 10.4959
threshold=767.40000000000009 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00098428174828579709 0.0039329700983967274 3.2302524472220878e-05
leaf_weight=271.41020110622048 224.84504893794656 86.934789251536131
leaf_count=2455 2364 676
internal_value=0.000602914 0.00241302
internal_weight=583.19 311.78
internal_count=5495 3040
is_linear=0
shrinkage=0.0129211


Tree=216
num_leaves=2
num_cat=0
split_feature=22
split_gain=9.59264
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0024529356235154006 0.0018809408744203122
leaf_weight=63.082726892083883 523.40782196074724
leaf_count=466 5040
internal_value=0.00113538
internal_weight=586.491
internal_count=5506
is_linear=0
shrinkage=0.0129211


Tree=217
num_leaves=2
num_cat=0
split_feature=38
split_gain=13.2085
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00030012700454079745 0.0032057165070992163
leaf_weight=318.50469988957047 269.24044034257531
leaf_count=2411 3122
internal_value=0.00109515
internal_weight=587.745
internal_count=5533
is_linear=0
shrinkage=0.0129211


Tree=218
num_leaves=2
num_cat=0
split_feature=8
split_gain=12.267
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0025218549838652185 -0.00091995029508570565
leaf_weight=342.98141594417393 247.41506933793426
leaf_count=3828 1725
internal_value=0.00085079
internal_weight=590.396
internal_count=5553
is_linear=0
shrinkage=0.0129211


Tree=219
num_leaves=2
num_cat=0
split_feature=22
split_gain=12.6402
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0035678205984915621 0.0017257817189333599
leaf_weight=61.358506701886654 514.85185428336263
leaf_count=459 5018
internal_value=0.000859572
internal_weight=576.21
internal_count=5477
is_linear=0
shrinkage=0.0129211


Tree=220
num_leaves=2
num_cat=0
split_feature=1
split_gain=12.0837
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0012039656807068513 0.0023933996998726855
leaf_weight=181.27278508245945 397.04891305044293
leaf_count=1682 3794
internal_value=0.00102033
internal_weight=578.322
internal_count=5476
is_linear=0
shrinkage=0.0129211


Tree=221
num_leaves=2
num_cat=0
split_feature=8
split_gain=15.4037
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0025120642889050705 -0.0014967157638686025
leaf_weight=337.00902956724167 242.08706495910883
leaf_count=3787 1700
internal_value=0.000597745
internal_weight=579.096
internal_count=5487
is_linear=0
shrinkage=0.0129211


Tree=222
num_leaves=2
num_cat=0
split_feature=9
split_gain=9.80388
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0021753693700517669 -0.00097583212814472057
leaf_weight=291.62801832146943 284.18719967454672
leaf_count=3596 1891
internal_value=0.000388812
internal_weight=575.815
internal_count=5487
is_linear=0
shrinkage=0.0129211


Tree=223
num_leaves=3
num_cat=0
split_feature=12 24
split_gain=13.0998 11.192
threshold=6.5000000000000009 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0025601884950799386 0.00028048215278734661 -0.0050055867709380523
leaf_weight=392.64476391486824 114.23133954405785 71.043672654777765
leaf_count=4163 795 522
internal_value=0.00112157 -0.00116584
internal_weight=577.92 185.275
internal_count=5480 1317
is_linear=0
shrinkage=0.0129211


Tree=224
num_leaves=2
num_cat=0
split_feature=22
split_gain=12.5099
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0033073143373721684 0.0018483461605382611
leaf_weight=63.121929205954075 518.81951161473989
leaf_count=468 5035
internal_value=0.000993693
internal_weight=581.941
internal_count=5503
is_linear=0
shrinkage=0.0129211


Tree=225
num_leaves=3
num_cat=0
split_feature=30 1
split_gain=12.5013 9.91803
threshold=0.019889235087764953 32.500000000000007
decision_type=2 10
left_child=1 -1
right_child=-2 -3
leaf_value=1.5453329664301932e-05 -0.003082901295412937 0.0034237507004291593
leaf_weight=246.18563789874315 88.998501721769571 242.62773101963103
leaf_count=2301 803 2402
internal_value=0.000610985 0.00162349
internal_weight=577.812 488.813
internal_count=5506 4703
is_linear=0
shrinkage=0.0129211


Tree=226
num_leaves=2
num_cat=0
split_feature=4
split_gain=12.8272
threshold=0.57515000000000016
decision_type=8
left_child=-1
right_child=-2
leaf_value=0.0024490714865113175 -0.0011809605057315766
leaf_weight=343.21163366362453 229.1350555177778
leaf_count=3313 2135
internal_value=0.000755666
internal_weight=572.347
internal_count=5448
is_linear=0
shrinkage=0.0129211


Tree=227
num_leaves=2
num_cat=0
split_feature=9
split_gain=13.7188
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0028168349536505429 -0.00088202815049476507
leaf_weight=288.00321102142334 285.14301552250981
leaf_count=3563 1899
internal_value=0.000749898
internal_weight=573.146
internal_count=5462
is_linear=0
shrinkage=0.0129211


Tree=228
num_leaves=2
num_cat=0
split_feature=5
split_gain=10.9548
threshold=3568.5300000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=2.9682523913301419e-06 0.00511283732686934
leaf_weight=512.39597907103598 65.946162922307849
leaf_count=4843 691
internal_value=0.00064249
internal_weight=578.342
internal_count=5534
is_linear=0
shrinkage=0.0129211


Tree=229
num_leaves=2
num_cat=0
split_feature=10
split_gain=11.4526
threshold=10025.000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-3.2670451721267566e-05 0.0033132618380803196
leaf_weight=363.87458832934499 217.44931869581342
leaf_count=3328 2221
internal_value=0.00101489
internal_weight=581.324
internal_count=5549
is_linear=0
shrinkage=0.0129211


Tree=230
num_leaves=2
num_cat=0
split_feature=8
split_gain=14.3715
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0025117416129013998 -0.0013624784614879148
leaf_weight=332.49263385124505 238.42245067283511
leaf_count=3787 1678
internal_value=0.000653202
internal_weight=570.915
internal_count=5465
is_linear=0
shrinkage=0.0129211


Tree=231
num_leaves=2
num_cat=0
split_feature=30
split_gain=11.5128
threshold=0.019889235087764953
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0014938986067219229 -0.0030320625040867522
leaf_weight=480.61628975905478 90.058523964136839
leaf_count=4678 808
internal_value=0.000489976
internal_weight=570.675
internal_count=5486
is_linear=0
shrinkage=0.0129211


Tree=232
num_leaves=2
num_cat=0
split_feature=38
split_gain=12.3921
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00066580715676810894 0.0028479630543375898
leaf_weight=312.25188012421131 261.33735366538167
leaf_count=2395 3098
internal_value=0.000714194
internal_weight=573.589
internal_count=5493
is_linear=0
shrinkage=0.0129211


Tree=233
num_leaves=2
num_cat=0
split_feature=36
split_gain=12.4557
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020668599268653868 -0.0017363090598915593
leaf_weight=397.46202800050378 175.15331425517797
leaf_count=4167 1311
internal_value=0.00064783
internal_weight=572.615
internal_count=5478
is_linear=0
shrinkage=0.0129211


Tree=234
num_leaves=3
num_cat=0
split_feature=30 4
split_gain=12.595 9.55291
threshold=0.019889235087764953 0.57515000000000016
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.0031063909136762498 -0.0031395597508064987 1.8788086894984555e-05
leaf_weight=287.14973987452686 88.666938487440348 198.7374836280942
leaf_count=2808 801 1890
internal_value=0.000582685 0.00160479
internal_weight=574.554 485.887
internal_count=5499 4698
is_linear=0
shrinkage=0.0129211


Tree=235
num_leaves=2
num_cat=0
split_feature=5
split_gain=10.053
threshold=767.40000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00048486164324200453 0.0025793457420008807
leaf_weight=267.79292791523039 302.77391271293163
leaf_count=2458 3014
internal_value=0.00091263
internal_weight=570.567
internal_count=5472
is_linear=0
shrinkage=0.0129211


Tree=236
num_leaves=2
num_cat=0
split_feature=24
split_gain=10.6259
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0019186505438241153 -0.0016164037997103491
leaf_weight=407.35647626593709 164.93113263696432
leaf_count=3976 1506
internal_value=0.000643574
internal_weight=572.288
internal_count=5482
is_linear=0
shrinkage=0.0129211


Tree=237
num_leaves=2
num_cat=0
split_feature=4
split_gain=12.0842
threshold=0.57515000000000016
decision_type=8
left_child=-1
right_child=-2
leaf_value=0.0018935057033347229 -0.0017772804540183553
leaf_weight=339.76155721582472 229.27424789778888
leaf_count=3305 2162
internal_value=0.000164601
internal_weight=569.036
internal_count=5467
is_linear=0
shrinkage=0.0129211


Tree=238
num_leaves=2
num_cat=0
split_feature=1
split_gain=11.0966
threshold=26.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0010297227627912864 0.0023072794750422835
leaf_weight=237.7418494168669 337.82893863320351
leaf_count=2209 3308
internal_value=0.000691815
internal_weight=575.571
internal_count=5517
is_linear=0
shrinkage=0.0129211


Tree=239
num_leaves=2
num_cat=0
split_feature=2
split_gain=10.4851
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00044509910148295671 0.0029029449714037718
leaf_weight=365.17120905220509 207.38764067552984
leaf_count=3398 2114
internal_value=0.000555395
internal_weight=572.559
internal_count=5512
is_linear=0
shrinkage=0.0129211


Tree=240
num_leaves=2
num_cat=0
split_feature=9
split_gain=10.8065
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0029362940447333363 -0.00064080119950693276
leaf_weight=182.46053650230169 391.25068434514105
leaf_count=2410 3135
internal_value=0.000288258
internal_weight=573.711
internal_count=5545
is_linear=0
shrinkage=0.0129211


Tree=241
num_leaves=2
num_cat=0
split_feature=36
split_gain=10.233
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0016760509408254138 -0.0018057640346475967
leaf_weight=397.33391700126231 177.64504091441631
leaf_count=4218 1329
internal_value=0.000344007
internal_weight=574.979
internal_count=5547
is_linear=0
shrinkage=0.0129211


Tree=242
num_leaves=2
num_cat=0
split_feature=2
split_gain=11.3379
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00058393389525537636 0.0029407852762817275
leaf_weight=361.61029979400337 206.94697604142129
leaf_count=3375 2114
internal_value=0.000485008
internal_weight=568.557
internal_count=5489
is_linear=0
shrinkage=0.0129211


Tree=243
num_leaves=2
num_cat=0
split_feature=28
split_gain=10.7494
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017888812217756883 -0.002106817076964757
leaf_weight=446.46428371034563 120.43895190954208
leaf_count=4578 914
internal_value=0.000689152
internal_weight=566.903
internal_count=5492
is_linear=0
shrinkage=0.0129211


Tree=244
num_leaves=2
num_cat=0
split_feature=9
split_gain=12.0983
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0023074734622596563 -0.0012723235677369515
leaf_weight=282.77955454774201 286.93714286386967
leaf_count=3577 1921
internal_value=0.000270309
internal_weight=569.717
internal_count=5498
is_linear=0
shrinkage=0.0129211


Tree=245
num_leaves=2
num_cat=0
split_feature=28
split_gain=10.6141
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0018356431761212097 -0.0019779890305436781
leaf_weight=441.84230258315802 124.67252512648702
leaf_count=4556 938
internal_value=0.000726655
internal_weight=566.515
internal_count=5494
is_linear=0
shrinkage=0.0129211


Tree=246
num_leaves=2
num_cat=0
split_feature=24
split_gain=12.6792
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020576341638017586 -0.0018752839794066679
leaf_weight=406.91158389858902 159.68377194553614
leaf_count=3995 1484
internal_value=0.000686974
internal_weight=566.595
internal_count=5479
is_linear=0
shrinkage=0.0129211


Tree=247
num_leaves=2
num_cat=0
split_feature=8
split_gain=9.99029
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0019784673513868179 -0.0012865242960888093
leaf_weight=324.73620047420263 237.97631257027388
leaf_count=3767 1679
internal_value=0.000351823
internal_weight=562.713
internal_count=5446
is_linear=0
shrinkage=0.0129211


Tree=248
num_leaves=2
num_cat=0
split_feature=8
split_gain=10.2296
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0024134814803614328 -0.00073043494768323036
leaf_weight=328.47392387874424 242.07969930768013
leaf_count=3807 1701
internal_value=0.000844619
internal_weight=570.554
internal_count=5508
is_linear=0
shrinkage=0.0129211


Tree=249
num_leaves=2
num_cat=0
split_feature=22
split_gain=11.1568
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0034740306254828846 0.0015425164476711298
leaf_weight=60.953709561377764 500.87675777077675
leaf_count=448 5005
internal_value=0.00069074
internal_weight=561.83
internal_count=5453
is_linear=0
shrinkage=0.0129211


Tree=250
num_leaves=2
num_cat=0
split_feature=8
split_gain=10.8354
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0023779349372501455 -0.00091633536462917158
leaf_weight=328.58151024766266 237.12061947584152
leaf_count=3815 1666
internal_value=0.000757885
internal_weight=565.702
internal_count=5481
is_linear=0
shrinkage=0.0129211


Tree=251
num_leaves=2
num_cat=0
split_feature=36
split_gain=10.1
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0016266239012142699 -0.0018856826514421538
leaf_weight=386.10043762437999 174.86873252317309
leaf_count=4139 1297
internal_value=0.000268327
internal_weight=560.969
internal_count=5436
is_linear=0
shrinkage=0.0129211


Tree=252
num_leaves=2
num_cat=0
split_feature=1
split_gain=11.211
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.001077778103624436 0.0023715044690747773
leaf_weight=181.08079665526748 389.68672632984817
leaf_count=1689 3822
internal_value=0.00103032
internal_weight=570.768
internal_count=5511
is_linear=0
shrinkage=0.0129211


Tree=253
num_leaves=3
num_cat=0
split_feature=24 5
split_gain=11.2554 10.5043
threshold=5.0650000000000004 767.40000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=1.9046811287847442e-05 -0.0020871714695432798 0.0036335479633702508
leaf_weight=202.48811403848231 157.41297389194369 213.91525155305862
leaf_count=1885 1461 2212
internal_value=0.000387404 0.00168547
internal_weight=573.816 416.403
internal_count=5558 4097
is_linear=0
shrinkage=0.0129211


Tree=254
num_leaves=2
num_cat=0
split_feature=21
split_gain=13.5869
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0024899827297203605 -0.0012876574096229291
leaf_weight=315.1966511067003 247.1145610101521
leaf_count=3754 1713
internal_value=0.000588184
internal_weight=562.311
internal_count=5467
is_linear=0
shrinkage=0.0129211


Tree=255
num_leaves=2
num_cat=0
split_feature=2
split_gain=11.645
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00024328049033401416 0.0032594535332558256
leaf_weight=370.39161654748023 202.42373773269355
leaf_count=3452 2087
internal_value=0.000787673
internal_weight=572.815
internal_count=5539
is_linear=0
shrinkage=0.0129211


Tree=256
num_leaves=2
num_cat=0
split_feature=24
split_gain=11.5683
threshold=5.0650000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0019666307730133907 -0.0018342403736883936
leaf_weight=411.28286682628095 151.05148922279477
leaf_count=4056 1414
internal_value=0.000680625
internal_weight=562.334
internal_count=5470
is_linear=0
shrinkage=0.0129211


Tree=257
num_leaves=2
num_cat=0
split_feature=30
split_gain=10.9365
threshold=0.021918039378147403
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0011173221122152443 -0.0036335301925981855
leaf_weight=481.4234391245991 78.528897665441036
leaf_count=4753 722
internal_value=0.000144808
internal_weight=559.952
internal_count=5475
is_linear=0
shrinkage=0.0129211


Tree=258
num_leaves=3
num_cat=0
split_feature=8 1
split_gain=12.0586 10.1505
threshold=38.495000000000012 32.500000000000007
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=3.3756444367839122e-05 -0.001141327892190709 0.0042139263073375033
leaf_weight=134.93920699879527 238.61135602742434 193.86508452706039
leaf_count=1545 1684 2307
internal_value=0.000658995 0.00238045
internal_weight=567.416 328.804
internal_count=5536 3852
is_linear=0
shrinkage=0.0129211


Tree=259
num_leaves=2
num_cat=0
split_feature=36
split_gain=10.4703
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017722430027308177 -0.0017914639035685556
leaf_weight=388.84369566477835 169.65792009606957
leaf_count=4193 1283
internal_value=0.000426063
internal_weight=558.502
internal_count=5476
is_linear=0
shrinkage=0.0129211


Tree=260
num_leaves=2
num_cat=0
split_feature=5
split_gain=9.71819
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0012211841983852398 0.0020664561793466833
leaf_weight=309.52705311216414 253.91219718568027
leaf_count=2903 2614
internal_value=2.569e-05
internal_weight=563.439
internal_count=5517
is_linear=0
shrinkage=0.0129211


Tree=261
num_leaves=2
num_cat=0
split_feature=24
split_gain=12.5539
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.001722617000606858 -0.0022893189402276226
leaf_weight=400.80277669802308 161.57979886047542
leaf_count=3997 1492
internal_value=0.000300352
internal_weight=562.383
internal_count=5489
is_linear=0
shrinkage=0.0129211


Tree=262
num_leaves=2
num_cat=0
split_feature=12
split_gain=10.6628
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0018531501663412778 -0.0016553197065127426
leaf_weight=376.69884096086025 186.68462064117193
leaf_count=4158 1341
internal_value=0.000433326
internal_weight=563.383
internal_count=5499
is_linear=0
shrinkage=0.0129211


Tree=263
num_leaves=2
num_cat=0
split_feature=20
split_gain=10.0004
threshold=7535.0000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0017925889062151671 0.0017464980208352085
leaf_weight=154.14288409426808 404.7126593105495
leaf_count=1469 4014
internal_value=0.000504451
internal_weight=558.856
internal_count=5483
is_linear=0
shrinkage=0.0129211


Tree=264
num_leaves=2
num_cat=0
split_feature=24
split_gain=13.231
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0018792182792725408 -0.0022098421983724817
leaf_weight=397.77191282063723 162.41549290344119
leaf_count=3991 1494
internal_value=0.000424706
internal_weight=560.187
internal_count=5485
is_linear=0
shrinkage=0.0129211


Tree=265
num_leaves=2
num_cat=0
split_feature=36
split_gain=12.6568
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020292350952287306 -0.0018640551639334964
leaf_weight=384.37192693352699 173.59379929490387
leaf_count=4160 1300
internal_value=0.000554614
internal_weight=557.966
internal_count=5460
is_linear=0
shrinkage=0.0129211


Tree=266
num_leaves=2
num_cat=0
split_feature=12
split_gain=10.7562
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020143534158430718 -0.001463160345932298
leaf_weight=375.44298625737429 186.64931653253734
leaf_count=4161 1346
internal_value=0.000604606
internal_weight=562.092
internal_count=5507
is_linear=0
shrinkage=0.0129211


Tree=267
num_leaves=2
num_cat=0
split_feature=36
split_gain=11.1416
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0018745804089353988 -0.0017624512746297267
leaf_weight=383.6183187328279 176.39899511262774
leaf_count=4168 1322
internal_value=0.000467642
internal_weight=560.017
internal_count=5490
is_linear=0
shrinkage=0.0129211


Tree=268
num_leaves=3
num_cat=0
split_feature=5 8
split_gain=11.5748 10.1951
threshold=767.40000000000009 29.285000000000004
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0013235378962014341 0.0046168224802936222 3.2949515032701978e-05
leaf_weight=263.39889074489474 138.77851320430636 148.0056741014123
leaf_count=2451 1785 1152
internal_value=0.000283767 0.00223088
internal_weight=550.183 286.784
internal_count=5388 2937
is_linear=0
shrinkage=0.0129211


Tree=269
num_leaves=2
num_cat=0
split_feature=22
split_gain=10.1311
threshold=9.3450000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0043320035461508807 0.00100816038460495
leaf_weight=49.0676647759974 505.6836266387254
leaf_count=354 5094
internal_value=0.000207715
internal_weight=554.751
internal_count=5448
is_linear=0
shrinkage=0.0129211


Tree=270
num_leaves=2
num_cat=0
split_feature=20
split_gain=11.5849
threshold=10050.000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0014648598752525076 0.0020950879842052731
leaf_weight=206.81253811903298 358.39641476050019
leaf_count=1957 3592
internal_value=0.000541961
internal_weight=565.209
internal_count=5549
is_linear=0
shrinkage=0.0129211


Tree=271
num_leaves=2
num_cat=0
split_feature=1
split_gain=9.65386
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0016076663498452411 0.0017729629311782184
leaf_weight=173.87038054689765 382.82773980125785
leaf_count=1655 3823
internal_value=0.0004556
internal_weight=556.698
internal_count=5478
is_linear=0
shrinkage=0.0129211


Tree=272
num_leaves=2
num_cat=0
split_feature=12
split_gain=9.93685
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0014252485582611015 -0.0021067837215592261
leaf_weight=372.74627305194736 183.66863158158958
leaf_count=4152 1331
internal_value=0
internal_weight=556.415
internal_count=5483
is_linear=0
shrinkage=0.0129211


Tree=273
num_leaves=2
num_cat=0
split_feature=1
split_gain=10.014
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0022019344449272027 0.0013779410675743458
leaf_weight=178.28788327611983 377.66328247264028
leaf_count=1691 3786
internal_value=0
internal_weight=555.951
internal_count=5477
is_linear=0
shrinkage=0.0129211


Tree=274
num_leaves=2
num_cat=0
split_feature=3
split_gain=10.8407
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00060871470410220937 0.0033912926140951
leaf_weight=427.42244254052639 130.58526948280632
leaf_count=4140 1334
internal_value=0.000126537
internal_weight=558.008
internal_count=5474
is_linear=0
shrinkage=0.0129211


Tree=275
num_leaves=2
num_cat=0
split_feature=22
split_gain=10.0857
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0041570283098943664 0.00088790535734539408
leaf_weight=60.533554721623659 492.21491939760745
leaf_count=457 5017
internal_value=1.28764e-05
internal_weight=552.748
internal_count=5474
is_linear=0
shrinkage=0.0129211


Tree=276
num_leaves=2
num_cat=0
split_feature=9
split_gain=9.90318
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0029531123150059774 -0.00050733912111776956
leaf_weight=173.12545734643936 383.12938426434994
leaf_count=2379 3091
internal_value=0.000355779
internal_weight=556.255
internal_count=5470
is_linear=0
shrinkage=0.0129211


Tree=277
num_leaves=2
num_cat=0
split_feature=8
split_gain=15.2839
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0028123688252899757 -0.0011634077419540342
leaf_weight=322.09493665769696 239.82994842901826
leaf_count=3822 1695
internal_value=0.000875529
internal_weight=561.925
internal_count=5517
is_linear=0
shrinkage=0.0129211


Tree=278
num_leaves=2
num_cat=0
split_feature=5
split_gain=12.8643
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00082669778881771345 0.0028508074518450773
leaf_weight=306.62709330581129 249.21794108860195
leaf_count=2902 2595
internal_value=0.000593822
internal_weight=555.845
internal_count=5497
is_linear=0
shrinkage=0.0129211


Tree=279
num_leaves=2
num_cat=0
split_feature=5
split_gain=10.6654
threshold=767.40000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0015762843618565725 0.0018977663199223741
leaf_weight=267.35807446949184 287.42695733159781
leaf_count=2495 2984
internal_value=0
internal_weight=554.785
internal_count=5479
is_linear=0
shrinkage=0.0129211


Tree=280
num_leaves=2
num_cat=0
split_feature=9
split_gain=11.3487
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0029449638426488653 -0.00086637441165108469
leaf_weight=171.86229915544391 379.62170102074742
leaf_count=2383 3066
internal_value=0.000104394
internal_weight=551.484
internal_count=5449
is_linear=0
shrinkage=0.0129211


Tree=281
num_leaves=2
num_cat=0
split_feature=24
split_gain=11.2764
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0016120645081319862 -0.0022028239063452029
leaf_weight=398.35309425182641 160.90469014458358
leaf_count=4031 1493
internal_value=0.000244311
internal_weight=559.258
internal_count=5524
is_linear=0
shrinkage=0.0129211


Tree=282
num_leaves=2
num_cat=0
split_feature=1
split_gain=9.71111
threshold=26.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0013031667797280826 0.0019435725869911269
leaf_weight=234.99656484462321 319.55804511718452
leaf_count=2231 3241
internal_value=0.000318069
internal_weight=554.555
internal_count=5472
is_linear=0
shrinkage=0.0129211


Tree=283
num_leaves=2
num_cat=0
split_feature=9
split_gain=10.3772
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0022134515881757351 -0.0011449938092592462
leaf_weight=268.03291874192655 283.51676834747195
leaf_count=3528 1912
internal_value=0.000246384
internal_weight=551.55
internal_count=5440
is_linear=0
shrinkage=0.0129211


Tree=284
num_leaves=2
num_cat=0
split_feature=5
split_gain=10.8696
threshold=666.69500000000005
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0016316200356391313 0.0018806944788271006
leaf_weight=246.83611633814871 304.40144036337733
leaf_count=2284 3156
internal_value=5.5352e-05
internal_weight=551.238
internal_count=5440
is_linear=0
shrinkage=0.0129211


Tree=285
num_leaves=2
num_cat=0
split_feature=38
split_gain=10.1671
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0013626820499142969 0.002087706260787706
leaf_weight=302.69438665546477 241.4841671641916
leaf_count=2362 3033
internal_value=0
internal_weight=544.179
internal_count=5395
is_linear=0
shrinkage=0.0129211


Tree=286
num_leaves=2
num_cat=0
split_feature=9
split_gain=11.7514
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0031266005065287423 -0.00069984873759760277
leaf_weight=172.57861167564988 379.01959984004498
leaf_count=2405 3081
internal_value=0.000282944
internal_weight=551.598
internal_count=5486
is_linear=0
shrinkage=0.0129211


Tree=287
num_leaves=2
num_cat=0
split_feature=22
split_gain=12.1139
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.003652849741115858 0.0015715869964147142
leaf_weight=62.407970316708088 493.66236212290823
leaf_count=465 5028
internal_value=0.000672133
internal_weight=556.07
internal_count=5493
is_linear=0
shrinkage=0.0129211


Tree=288
num_leaves=2
num_cat=0
split_feature=30
split_gain=11.3025
threshold=0.019889235087764953
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.001152280134353351 -0.0035495230246545932
leaf_weight=463.27019322663546 86.303362067788839
leaf_count=4647 787
internal_value=0.000105566
internal_weight=549.574
internal_count=5434
is_linear=0
shrinkage=0.0129211


Tree=289
num_leaves=2
num_cat=0
split_feature=4
split_gain=13.4103
threshold=0.57515000000000016
decision_type=8
left_child=-1
right_child=-2
leaf_value=0.0019656552275460946 -0.0019771327683424408
leaf_weight=326.906877823174 224.62765824049711
leaf_count=3313 2179
internal_value=0.000101057
internal_weight=551.535
internal_count=5492
is_linear=0
shrinkage=0.0129211


Tree=290
num_leaves=2
num_cat=0
split_feature=28
split_gain=13.9652
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0013219544262722306 -0.0034433591242820716
leaf_weight=430.63629109412432 117.74989349022508
leaf_count=4578 899
internal_value=0
internal_weight=548.386
internal_count=5477
is_linear=0
shrinkage=0.0129211


Tree=291
num_leaves=2
num_cat=0
split_feature=9
split_gain=11.416
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0030664247762388673 -0.00069655663480926665
leaf_weight=174.0571717787534 377.08919702656567
leaf_count=2439 3054
internal_value=0.000276263
internal_weight=551.146
internal_count=5493
is_linear=0
shrinkage=0.0129211


Tree=292
num_leaves=2
num_cat=0
split_feature=24
split_gain=9.73077
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017421045754730015 -0.001728216321271006
leaf_weight=388.65289776027203 161.13684354908764
leaf_count=3956 1499
internal_value=0.000457115
internal_weight=549.79
internal_count=5455
is_linear=0
shrinkage=0.0129211


Tree=293
num_leaves=2
num_cat=0
split_feature=12
split_gain=10.0456
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0016516872405051789 -0.0018567697647098433
leaf_weight=362.78588734939694 182.45571911148727
leaf_count=4094 1313
internal_value=0.000209255
internal_weight=545.242
internal_count=5407
is_linear=0
shrinkage=0.0129211


Tree=294
num_leaves=2
num_cat=0
split_feature=36
split_gain=10.5356
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0014628004382898541 -0.0022190845105972056
leaf_weight=379.00140124745667 173.48192533664405
leaf_count=4197 1309
internal_value=3.50571e-05
internal_weight=552.483
internal_count=5506
is_linear=0
shrinkage=0.0129211


Tree=295
num_leaves=2
num_cat=0
split_feature=1
split_gain=12.4767
threshold=26.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.001912760060538087 0.0018700852170495279
leaf_weight=233.67902766726911 324.05622961558402
leaf_count=2234 3300
internal_value=3.03408e-05
internal_weight=557.735
internal_count=5534
is_linear=0
shrinkage=0.0129211


Tree=296
num_leaves=2
num_cat=0
split_feature=20
split_gain=11.3612
threshold=10050.000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0017847942765507889 0.0018549242776816947
leaf_weight=208.18654020689428 340.21625275537372
leaf_count=1993 3487
internal_value=0.000211878
internal_weight=548.403
internal_count=5480
is_linear=0
shrinkage=0.0129211


Tree=297
num_leaves=2
num_cat=0
split_feature=5
split_gain=11.0006
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0012647690190672207 0.0022667559930919456
leaf_weight=303.31380167789757 246.32760180346668
leaf_count=2877 2608
internal_value=7.9109e-05
internal_weight=549.641
internal_count=5485
is_linear=0
shrinkage=0.0129211


Tree=298
num_leaves=2
num_cat=0
split_feature=5
split_gain=10.572
threshold=767.40000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0011132043198448399 0.002254342406500021
leaf_weight=263.61116129346192 283.15508828125894
leaf_count=2451 2974
internal_value=0.000385947
internal_weight=546.766
internal_count=5425
is_linear=0
shrinkage=0.0129211


Tree=299
num_leaves=2
num_cat=0
split_feature=5
split_gain=12.2792
threshold=767.40000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0013519832708530214 0.0023146050959634446
leaf_weight=265.33984117396176 283.80280555225909
leaf_count=2484 3007
internal_value=0.000297773
internal_weight=549.143
internal_count=5491
is_linear=0
shrinkage=0.0129211


Tree=300
num_leaves=2
num_cat=0
split_feature=24
split_gain=9.54905
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0012949675509834528 -0.0022927639798482535
leaf_weight=389.0347740277648 161.54749039374292
leaf_count=3981 1504
internal_value=0
internal_weight=550.582
internal_count=5485
is_linear=0
shrinkage=0.0129211


Tree=301
num_leaves=2
num_cat=0
split_feature=12
split_gain=10.4217
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0011572725963525613 -0.0025223760179586834
leaf_weight=366.7426201980561 180.13885091431439
leaf_count=4172 1302
internal_value=0
internal_weight=546.881
internal_count=5474
is_linear=0
shrinkage=0.0129211


Tree=302
num_leaves=2
num_cat=0
split_feature=3
split_gain=12.9428
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00043141535015095775 0.0038660845800106824
leaf_weight=421.04961815662682 132.14886854402721
leaf_count=4145 1370
internal_value=0.000398772
internal_weight=553.198
internal_count=5515
is_linear=0
shrinkage=0.0129211


Tree=303
num_leaves=2
num_cat=0
split_feature=12
split_gain=9.72412
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017657827125911896 -0.0016258570057530767
leaf_weight=364.42093546688557 183.54931605793536
leaf_count=4146 1314
internal_value=0.000365796
internal_weight=547.97
internal_count=5460
is_linear=0
shrinkage=0.0129211


Tree=304
num_leaves=2
num_cat=0
split_feature=24
split_gain=10.1604
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017665645260701347 -0.0017826170161895033
leaf_weight=390.63962478935719 161.31721350923181
leaf_count=3995 1502
internal_value=0.000461743
internal_weight=551.957
internal_count=5497
is_linear=0
shrinkage=0.0129211


Tree=305
num_leaves=2
num_cat=0
split_feature=30
split_gain=9.94303
threshold=0.019889235087764953
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0014032500815447898 -0.0028020886546769931
leaf_weight=464.83953363448381 90.546691440045834
leaf_count=4743 814
internal_value=0.000424873
internal_weight=555.386
internal_count=5557
is_linear=0
shrinkage=0.0129211


Tree=306
num_leaves=2
num_cat=0
split_feature=2
split_gain=14.3816
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0014994710222919142 0.0027552282698699261
leaf_weight=350.42140848189592 195.27275540307164
leaf_count=3391 2089
internal_value=0
internal_weight=545.694
internal_count=5480
is_linear=0
shrinkage=0.0129211


Tree=307
num_leaves=2
num_cat=0
split_feature=36
split_gain=11.1472
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017289556472440291 -0.0019894694342321322
leaf_weight=378.94149154610932 172.88985019363463
leaf_count=4202 1303
internal_value=0.000295589
internal_weight=551.831
internal_count=5505
is_linear=0
shrinkage=0.0129211


Tree=308
num_leaves=2
num_cat=0
split_feature=24
split_gain=11.0466
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0017642706357396639 -0.002000434624169756
leaf_weight=391.67647835426033 156.54328454099596
leaf_count=4020 1463
internal_value=0.000416629
internal_weight=548.22
internal_count=5483
is_linear=0
shrinkage=0.0129211


Tree=309
num_leaves=2
num_cat=0
split_feature=22
split_gain=9.78879
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0040480382151283825 0.00090490487854205692
leaf_weight=60.885218974202871 488.919009745121
leaf_count=456 5068
internal_value=3.44129e-05
internal_weight=549.804
internal_count=5524
is_linear=0
shrinkage=0.0129211


Tree=310
num_leaves=3
num_cat=0
split_feature=36 5
split_gain=14.9704 10.7694
threshold=1.0000000180025095e-35 666.69500000000005
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=2.545486223009887e-05 -0.0022317890236469799 0.0039940390558449532
leaf_weight=164.7511867005378 174.8900781981647 206.00572620145977
leaf_count=1717 1326 2414
internal_value=0.000425751 0.00208027
internal_weight=545.647 370.757
internal_count=5457 4131
is_linear=0
shrinkage=0.0129211


Tree=311
num_leaves=2
num_cat=0
split_feature=24
split_gain=10.648
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0014977459537604905 -0.0022544567670317321
leaf_weight=387.40168642997742 161.08483350090683
leaf_count=4011 1501
internal_value=0.000120087
internal_weight=548.487
internal_count=5512
is_linear=0
shrinkage=0.0129211


Tree=312
num_leaves=2
num_cat=0
split_feature=2
split_gain=10.5631
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0011751444589061355 0.0024709345286702111
leaf_weight=349.45215691812336 193.49396709725261
leaf_count=3373 2083
internal_value=0
internal_weight=542.946
internal_count=5456
is_linear=0
shrinkage=0.0129211


Tree=313
num_leaves=2
num_cat=0
split_feature=3
split_gain=9.76574
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00057146111381485283 0.0032245610420198021
leaf_weight=419.52296840772033 130.76242885552347
leaf_count=4141 1362
internal_value=0.000124171
internal_weight=550.285
internal_count=5503
is_linear=0
shrinkage=0.0129211


Tree=314
num_leaves=2
num_cat=0
split_feature=1
split_gain=10.6903
threshold=26.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.001749801929732662 0.0017625356410641594
leaf_weight=228.6790093369782 323.20842896588147
leaf_count=2186 3324
internal_value=5.03088e-05
internal_weight=551.887
internal_count=5510
is_linear=0
shrinkage=0.0129211


Tree=315
num_leaves=2
num_cat=0
split_feature=5
split_gain=9.88915
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0012774828654462244 0.0021064489855382742
leaf_weight=301.95615298300982 242.8700440749526
leaf_count=2847 2610
internal_value=0
internal_weight=544.826
internal_count=5457
is_linear=0
shrinkage=0.0129211


Tree=316
num_leaves=2
num_cat=0
split_feature=21
split_gain=9.84395
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020438913826055136 -0.0012329955939787646
leaf_weight=301.76632655784488 242.90317330881953
leaf_count=3760 1695
internal_value=0.000331432
internal_weight=544.669
internal_count=5455
is_linear=0
shrinkage=0.0129211


Tree=317
num_leaves=2
num_cat=0
split_feature=3
split_gain=10.8266
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00082465586382891246 0.0032486800952660918
leaf_weight=420.89237395115197 129.85288553871214
leaf_count=4157 1348
internal_value=0
internal_weight=550.745
internal_count=5505
is_linear=0
shrinkage=0.0129211


Tree=318
num_leaves=2
num_cat=0
split_feature=5
split_gain=11.6521
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0012920099083537592 0.0023577983153810988
leaf_weight=302.64691958203912 242.75497835129499
leaf_count=2881 2607
internal_value=9.27472e-05
internal_weight=545.402
internal_count=5488
is_linear=0
shrinkage=0.0129211


Tree=319
num_leaves=2
num_cat=0
split_feature=9
split_gain=10.7309
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.002852039145952483 -0.00089752059831963392
leaf_weight=168.02935196645558 380.40162560902536
leaf_count=2416 3091
internal_value=3.22377e-05
internal_weight=548.431
internal_count=5507
is_linear=0
shrinkage=0.0129211


Tree=320
num_leaves=2
num_cat=0
split_feature=24
split_gain=10.1711
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0010213278980236321 -0.002698827075581757
leaf_weight=390.48671620711684 161.96063054725528
leaf_count=4034 1511
internal_value=0
internal_weight=552.447
internal_count=5545
is_linear=0
shrinkage=0.0129211


Tree=321
num_leaves=2
num_cat=0
split_feature=30
split_gain=10.497
threshold=0.019889235087764953
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0012759104870493044 -0.0031565680040885431
leaf_weight=460.74466675519943 88.408881444483995
leaf_count=4700 797
internal_value=0.000260468
internal_weight=549.154
internal_count=5497
is_linear=0
shrinkage=0.0129211


Tree=322
num_leaves=2
num_cat=0
split_feature=22
split_gain=10.8586
threshold=57.800000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00099754582092660997 0.0026235772146345564
leaf_weight=352.58553824387491 197.76843667775393
leaf_count=3259 2281
internal_value=7.76893e-05
internal_weight=550.354
internal_count=5540
is_linear=0
shrinkage=0.0129211


Tree=323
num_leaves=2
num_cat=0
split_feature=4
split_gain=9.5325
threshold=0.57515000000000016
decision_type=8
left_child=-1
right_child=-2
leaf_value=0.001778013695713935 -0.001509877013139084
leaf_weight=324.65679784677923 224.15015803091228
leaf_count=3325 2182
internal_value=0.000178799
internal_weight=548.807
internal_count=5507
is_linear=0
shrinkage=0.0129211


Tree=324
num_leaves=2
num_cat=0
split_feature=38
split_gain=10.3833
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0014330379566253962 0.0020505065931813804
leaf_weight=310.34730351343751 240.97710359841585
leaf_count=2425 3117
internal_value=0
internal_weight=551.324
internal_count=5542
is_linear=0
shrinkage=0.0129211


Tree=325
num_leaves=2
num_cat=0
split_feature=21
split_gain=9.85684
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0018717431573107557 -0.0014709015770163654
leaf_weight=300.6075521633029 243.08699357509613
leaf_count=3779 1695
internal_value=0.000122559
internal_weight=543.695
internal_count=5474
is_linear=0
shrinkage=0.0129211


Tree=326
num_leaves=2
num_cat=0
split_feature=1
split_gain=13.1669
threshold=32.500000000000007
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0016956201386492003 0.0021811174372194432
leaf_weight=279.9009217992425 271.66965643875301
leaf_count=2715 2838
internal_value=0
internal_weight=551.571
internal_count=5553
is_linear=0
shrinkage=0.0129211


Tree=327
num_leaves=2
num_cat=0
split_feature=28
split_gain=9.84355
threshold=49.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.00074062086137264389 -0.0043226691599010216
leaf_weight=482.44827477633953 59.648516874760389
leaf_count=5034 429
internal_value=0
internal_weight=542.097
internal_count=5463
is_linear=0
shrinkage=0.0129211


end of trees

feature_importances:
odgt0_m12_num=104
loan_os_prcp_orig_prcp_pc=45
odgt0_m12_mob_pc=41
m_c_over_due_cnt=41
ovd_days_d30_num_m6=41
setl_int_mon=27
repay_amount_last_month_loan_os_prcp_pc=26
setl_prcp_mon_ratio=25
loannum=23
cur_od_loan_amt=20
sum_orig_prcp=12
acc_ps_perd_no=10
tothismonthodcontiaddnumm12=9
sum_month3_new_loan=8
loan_reject_rate_3m=6
sum_card_mob12_neverdur=5
ps_od_norm_int_amt=2
apply_amt_avg_m12=1
all_repay_amount_m3_shd_amt_pc=1
od_amt_m3_loan_os_prcp_m3_pc=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 550]
[learning_rate: 0.0129211]
[num_leaves: 4]
[num_threads: 4]
[seed: 1010]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 181]
[min_sum_hessian_in_leaf: 0.0292862]
[bagging_fraction: 0.800373]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17402]
[bagging_by_query: 0]
[feature_fraction: 0.952982]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 25296]
[extra_trees: 0]
[extra_seed: 12866]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 10.9277]
[lambda_l2: 8.58668]
[linear_lambda: 0]
[min_gain_to_split: 9.53068]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 8883]
[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: 22.7566]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 31]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 3336]
[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: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 6351]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 2.4133]
[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: ]
[lambdarank_position_bias_regularization: 0]
[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:[]
