tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=39
objective=binary sigmoid:1
feature_names=last6average loannum sum_month3_new_loan sum_card_mob12_neverdur loan_reject_rate_3m cur_od_loan_amt sum_apply_amt odgt0_m12_mob_pc ps_od_norm_int_amt setl_int_avg odgt0_m12_num apply_amt_avg_m12 max_od_days_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 account_age_loan_day repay_amount_m12_all_shd_amt_pc 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 od_amt_m3_loan_os_prcp_m3_pc repay_amount_last_month_loan_os_prcp_pc repay_amount_all_shd_amt_pc setl_prcp_mon_ratio nosvaing_bank_cnt_1m max_setl_rem_prcp_paym_m3_last_month_loan_os_prcp_pc useratemore90_m6_num setl_rem_prcp_paym_m3_loan_os_prcp_pc orig_prcp_avg_m6 ovd_days_d30_num_m6 apply_num_m6 odduecontireducenumm12 tothismonthodcontiaddnumm12
feature_infos=[0:91598] [0:572] [0:34] [0:101] [-19:1] [0:200000] [300:388000] [0:200] [0:6102.5200000000004] [0:2707.25] [0:12] [0:200000] [0:268] [0:100] [0:215] [0:50] [-737:0] [0:99999] [0.041700000000000001:113] [-9998:100] [-9999:100] [200:1434140] [0:12] [0:100] [1:114] [0:2773.9699999999998] [0:793] [0:90.079999999999998] [-9999:100] [-9998:100] [0:0.81470962900285371] [0:8] [-9999:100] [0:6] [-9999:100] [0:200000] [0:38] [0:30] [0:2] [0:7]
tree_sizes=453 479 481 481 479 476 474 481 480 580 482 483 478 478 480 475 370 483 479 477 372 478 482 483 481 478 483 590 482 483 484 371 482 484 482 585 484 373 483 372 371 372 478 591 477 373 592 480 372 591 589 479 480 370 481 479 370 593 584 482 478 588 480 592 370 478 589 479 479 480 372 480 588 372 480 480 480 475 480 371 592 483 588 478 372 372 584 479 477 479 478 583 371 480 479 477 372 371 476 585 478 586 481 482 479 476 371 481 480 480 480 583 372 373 479 484 374 374 371 479 588 485 372 479 584 481 480 482 483 486 371 479 373 481 482 485 478 478 587 482 479 482 484 374 479 477 583 480 591 373 484 481 480 373 374 374 480 377 482 585 480 478 377 482 481 373 482 373 373 373 482 374 378 376 374 372 373 481 373 373 372 483 372 482 372 373 372 373 486 373 373 373 372 372 369 484 374 481

Tree=0
num_leaves=3
num_cat=0
split_feature=10 23
split_gain=109.032 12.1392
threshold=2.5000000000000004 25.005000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=2.1690393255875038 2.1541229780953888 2.1603024154146295
leaf_weight=654.28986388444901 99.177966818213463 233.50480338931084
leaf_count=4000 655 1486
internal_value=2.16548 2.15866
internal_weight=986.973 332.683
internal_count=6141 2141
is_linear=0
shrinkage=1


Tree=1
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=106.489 17.9655
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010489513715248481 0.002760323375085162 -0.0043687889969895224
leaf_weight=646.41401027143002 198.99402664601803 128.94206426292658
leaf_count=3982 1260 849
internal_value=0.00694926 4.09669e-05
internal_weight=974.35 327.936
internal_count=6091 2109
is_linear=0
shrinkage=0.0150875


Tree=2
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=107.514 19.6439
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010411261244140511 0.0027859778911680975 -0.0046195084515531417
leaf_weight=645.03837130963802 200.50387316942215 130.87703744322062
leaf_count=4007 1272 860
internal_value=0.00683483 3.96577e-05
internal_weight=976.419 331.381
internal_count=6139 2132
is_linear=0
shrinkage=0.0150875


Tree=3
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=100.022 18.0891
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010480050143303056 0.0031027348013551882 -0.0039752106108118471
leaf_weight=634.70146483182907 198.65991751849651 132.77258710563183
leaf_count=3973 1261 867
internal_value=0.00698274 4.03235e-05
internal_weight=966.134 331.433
internal_count=6101 2128
is_linear=0
shrinkage=0.0150875


Tree=4
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=98.3402 16.3934
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010214047456628791 0.0028038652124205386 -0.0039295452411707591
leaf_weight=635.93929130584002 200.9089050590992 133.02442326396704
leaf_count=4018 1280 866
internal_value=0.00674459 3.8401e-05
internal_weight=969.873 333.933
internal_count=6164 2146
is_linear=0
shrinkage=0.0150875


Tree=5
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=105.294 16.5586
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0102361885309831 0.002425418899275522 -0.0043598806385902718
leaf_weight=628.205641284585 199.82580287754536 130.95100530982018
leaf_count=4000 1278 852
internal_value=0.00661944 3.78658e-05
internal_weight=958.982 330.777
internal_count=6130 2130
is_linear=0
shrinkage=0.0150875


Tree=6
num_leaves=3
num_cat=0
split_feature=10 28
split_gain=100.125 12.3953
threshold=2.5000000000000004 25.035000000000004
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010206180558994206 0.0015193615777990899 -0.00522367261571714
leaf_weight=610.72697777301073 254.67957561463118 77.27764268964529
leaf_count=3920 1626 509
internal_value=0.00659402 3.74035e-05
internal_weight=942.684 331.957
internal_count=6055 2135
is_linear=0
shrinkage=0.0150875


Tree=7
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=99.7036 13.8785
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0099815766921142052 0.0022317269133766528 -0.0039563886009996319
leaf_weight=614.2456296607852 195.14283197373152 134.19505527615547
leaf_count=3978 1252 868
internal_value=0.00640094 3.63422e-05
internal_weight=943.584 329.338
internal_count=6098 2120
is_linear=0
shrinkage=0.0150875


Tree=8
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=92.94 15.7759
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0099944766668153412 0.0027442439910819409 -0.0038790622571041157
leaf_weight=607.86553110182285 198.10093402117491 133.20519730448723
leaf_count=3967 1270 859
internal_value=0.00650302 3.65463e-05
internal_weight=939.172 331.306
internal_count=6096 2129
is_linear=0
shrinkage=0.0150875


Tree=9
num_leaves=4
num_cat=0
split_feature=22 14 7
split_gain=78.5724 10.6306 9.30317
threshold=1.5000000000000002 6.5000000000000009 34.845000000000006
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.010519792895830214 0.0027857961348105422 -0.0029170193467126498 0.0038423466530916996
leaf_weight=529.62215059995651 149.47217443585396 140.13667056709528 118.71786545217037
leaf_count=3455 971 918 775
internal_value=0.00655923 4.19422e-05 0.00946795
internal_weight=937.949 289.609 648.34
internal_count=6119 1889 4230
is_linear=0
shrinkage=0.0150875


Tree=10
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=100.683 12.3774
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.010126471765677611 0.0021189221375929332 -0.0037669293440010074
leaf_weight=604.49945298582315 193.79704529047012 131.71136861294508
leaf_count=4001 1251 847
internal_value=0.00649482 3.67722e-05
internal_weight=930.008 325.508
internal_count=6099 2098
is_linear=0
shrinkage=0.0150875


Tree=11
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=76.3415 13.1488
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0097987498110888877 0.0031185460698280065 -0.0027742807827038332
leaf_weight=598.86534778028727 200.41369634866714 133.01763509958982
leaf_count=4001 1290 849
internal_value=0.00657572 0.000430563
internal_weight=932.297 333.431
internal_count=6140 2139
is_linear=0
shrinkage=0.0150875


Tree=12
num_leaves=3
num_cat=0
split_feature=10 10
split_gain=95.285 14.1259
threshold=2.5000000000000004 5.5000000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.009676920652760667 0.0014041074554326375 -0.0054676187875584642
leaf_weight=594.11173792183399 242.11980777233839 87.201845496892929
leaf_count=4002 1552 573
internal_value=0.00607646 -3.65533e-05
internal_weight=923.433 329.322
internal_count=6127 2125
is_linear=0
shrinkage=0.0150875


Tree=13
num_leaves=3
num_cat=0
split_feature=22 23
split_gain=79.572 11.1965
threshold=1.5000000000000002 35.945000000000007
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0090137281318906758 -0.0038397119510789435 0.0019740024153743659
leaf_weight=622.11059095710516 127.23829339444637 156.55909434705973
leaf_count=4176 839 1026
internal_value=0.0059953 -0.000172644
internal_weight=905.908 283.797
internal_count=6041 1865
is_linear=0
shrinkage=0.0150875


Tree=14
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=91.6674 19.331
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0095210128111151548 0.0025646182958422902 -0.0047169013826199781
leaf_weight=585.40153128653765 194.860317312181 134.8145143315196
leaf_count=4001 1264 866
internal_value=0.00594546 -2.24264e-05
internal_weight=915.076 329.675
internal_count=6131 2130
is_linear=0
shrinkage=0.0150875


Tree=15
num_leaves=3
num_cat=0
split_feature=10 22
split_gain=84.5156 9.65723
threshold=3.5000000000000004 1.5000000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0095576527492874791 -0.0017450128201247953 0.003137831245807961
leaf_weight=564.1466375887394 216.64210832118988 124.05081371963024
leaf_count=3857 1403 829
internal_value=0.00594946 0.00856287
internal_weight=904.84 688.197
internal_count=6089 4686
is_linear=0
shrinkage=0.0150875


Tree=16
num_leaves=2
num_cat=0
split_feature=10
split_gain=82.1434
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0094889678129297366 3.29711037846313e-05
leaf_weight=576.47077335417271 329.27645449340343
leaf_count=3998 2124
internal_value=0.00606755
internal_weight=905.747
internal_count=6122
is_linear=0
shrinkage=0.0150875


Tree=17
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=90.7334 13.4437
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0095482803157742116 0.002078683164177743 -0.0039940056701393434
leaf_weight=567.48791371285915 192.54633034020662 134.44957195222378
leaf_count=3964 1256 858
internal_value=0.00590896 -2.34206e-05
internal_weight=894.484 326.996
internal_count=6078 2114
is_linear=0
shrinkage=0.0150875


Tree=18
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=88.6656 16.2012
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.009519742081339707 0.0023967655699650699 -0.0042929705670663636
leaf_weight=562.01319082826376 194.802325733006 133.88731133937836
leaf_count=3956 1271 853
internal_value=0.00588949 3.17481e-05
internal_weight=890.703 328.69
internal_count=6080 2124
is_linear=0
shrinkage=0.0150875


Tree=19
num_leaves=3
num_cat=0
split_feature=10 22
split_gain=81.527 9.92717
threshold=3.5000000000000004 1.5000000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0096316864102902883 -0.0014987343168279355 0.0031524151124733288
leaf_weight=552.64252702146769 217.86416279524565 124.45114685595036
leaf_count=3885 1406 844
internal_value=0.00600002 0.00860634
internal_weight=894.958 677.094
internal_count=6135 4729
is_linear=0
shrinkage=0.0150875


Tree=20
num_leaves=2
num_cat=0
split_feature=22
split_gain=77.531
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0089700664313408594 -0.00011598311394061794
leaf_weight=593.78915908187628 288.46646343916655
leaf_count=4175 1905
internal_value=0.00585577
internal_weight=882.256
internal_count=6080
is_linear=0
shrinkage=0.0150875


Tree=21
num_leaves=3
num_cat=0
split_feature=10 14
split_gain=84.2541 11.673
threshold=2.5000000000000004 6.5000000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0093000299012373378 0.0026045244569065065 -0.0029775651364250359
leaf_weight=558.24355382472277 156.91314475238323 172.28300834447145
leaf_count=4016 1012 1120
internal_value=0.00574024 3.04308e-05
internal_weight=887.44 329.196
internal_count=6148 2132
is_linear=0
shrinkage=0.0150875


Tree=22
num_leaves=3
num_cat=0
split_feature=22 36
split_gain=67.0029 10.256
threshold=1.5000000000000002 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0085559519582752534 0.0021917662168826299 -0.0034291827922688094
leaf_weight=593.03257999569178 158.53169544786215 127.98018418252468
leaf_count=4233 1068 824
internal_value=0.00566866 3.43333e-05
internal_weight=879.544 286.512
internal_count=6125 1892
is_linear=0
shrinkage=0.0150875


Tree=23
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=82.0977 10.3434
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0088917811552121275 0.0015078615442112183 -0.0037271942432737484
leaf_weight=547.85018289834261 189.5560050085187 136.12810532003641
leaf_count=4002 1254 862
internal_value=0.00532717 -0.000285321
internal_weight=873.534 325.684
internal_count=6118 2116
is_linear=0
shrinkage=0.0150875


Tree=24
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=76.542 13.238
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0088798736996158392 0.0021199549064272643 -0.0039307759232542032
leaf_weight=539.90510910004377 191.38795081526041 133.97935783863068
leaf_count=3972 1264 847
internal_value=0.00540476 2.13459e-05
internal_weight=865.272 325.367
internal_count=6083 2111
is_linear=0
shrinkage=0.0150875


Tree=25
num_leaves=3
num_cat=0
split_feature=10 22
split_gain=72.2128 10.6838
threshold=3.5000000000000004 1.5000000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0089264652224031512 -0.0017242661698495011 0.0023550449738429678
leaf_weight=532.30106116086245 214.41154332458973 120.88371603190899
leaf_count=3911 1384 834
internal_value=0.00535792 0.00788218
internal_weight=867.596 653.185
internal_count=6129 4745
is_linear=0
shrinkage=0.0150875


Tree=26
num_leaves=3
num_cat=0
split_feature=10 25
split_gain=77.9755 9.10732
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.008816121557336621 0.0010598938632994711 -0.0042299412479230034
leaf_weight=537.03915527462959 229.08356314897537 97.654874101281166
leaf_count=4006 1472 649
internal_value=0.00528504 -0.000137358
internal_weight=863.778 326.738
internal_count=6127 2121
is_linear=0
shrinkage=0.0150875


Tree=27
num_leaves=4
num_cat=0
split_feature=10 25 22
split_gain=69.4589 12.9612 11.8029
threshold=3.5000000000000004 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0087993197315475759 -2.0416060202969247e-05 -0.0072537151155231284 0.0020523586043404715
leaf_weight=525.01406521350145 152.42248971015215 65.044557645916939 120.50950302928686
leaf_count=3911 969 432 837
internal_value=0.00519856 -0.00166959 0.00771351
internal_weight=862.991 217.467 645.524
internal_count=6149 1401 4748
is_linear=0
shrinkage=0.0150875


Tree=28
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=73.5307 13.6886
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0083826779533143197 0.0017404875478677206 -0.0043131116197379429
leaf_weight=524.58043019473553 191.64675994962454 134.32529976963997
leaf_count=3973 1272 847
internal_value=0.0048844 -0.00036351
internal_weight=850.552 325.972
internal_count=6092 2119
is_linear=0
shrinkage=0.0150875


Tree=29
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=59.5336 11.6303
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0085556545723032007 0.0027079796933080673 -0.0029361019469068238
leaf_weight=521.44189967960119 191.02915035188198 136.86971921473742
leaf_count=3973 1264 855
internal_value=0.00539562 2.77566e-05
internal_weight=849.341 327.899
internal_count=6092 2119
is_linear=0
shrinkage=0.0150875


Tree=30
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=80.0189 10.8608
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0086581211765321374 0.0013261791208805226 -0.0039721367591738048
leaf_weight=517.53553655743599 189.47507489472628 137.21001875400543
leaf_count=3969 1264 860
internal_value=0.00496402 -0.000507218
internal_weight=844.221 326.685
internal_count=6093 2124
is_linear=0
shrinkage=0.0150875


Tree=31
num_leaves=2
num_cat=0
split_feature=10
split_gain=62.6295
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0084859596588954568 2.679726321765339e-05
leaf_weight=520.28840483725071 326.89253643155098
leaf_count=4022 2115
internal_value=0.00524662
internal_weight=847.181
internal_count=6137
is_linear=0
shrinkage=0.0150875


Tree=32
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=66.3599 9.94678
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0084465997277573725 0.0019537006419370921 -0.0032962575027209438
leaf_weight=512.75890462100506 188.4004837796092 136.55407570302486
leaf_count=3992 1255 851
internal_value=0.00507672 2.59622e-05
internal_weight=837.713 324.955
internal_count=6098 2106
is_linear=0
shrinkage=0.0150875


Tree=33
num_leaves=3
num_cat=0
split_feature=10 25
split_gain=67.4127 10.6169
threshold=3.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0074045432440426953 -2.4125320029058779e-05 -0.0068703700083272874
leaf_weight=618.97661459445953 149.82146821171045 66.095318384468555
leaf_count=4718 952 435
internal_value=0.00483504 -0.00193125
internal_weight=834.893 215.917
internal_count=6105 1387
is_linear=0
shrinkage=0.0150875


Tree=34
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=61.5884 10.8004
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0083679504699513563 0.0022947435113896304 -0.0031807438744636918
leaf_weight=508.9650641605258 190.88679721206427 137.30175920575857
leaf_count=4014 1273 853
internal_value=0.00509457 2.55906e-05
internal_weight=837.154 328.189
internal_count=6140 2126
is_linear=0
shrinkage=0.0150875


Tree=35
num_leaves=4
num_cat=0
split_feature=10 30 11
split_gain=61.2628 14.1703 11.7555
threshold=2.5000000000000004 0.021918039378147403 12025.000000000002
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0089078922852272469 -0.0022949536504811821 0.00018541286727297192 0.003793641890110137
leaf_weight=436.67504867166281 230.584213078022 63.66631506383419 96.129922233521938
leaf_count=3460 1500 520 620
internal_value=0.00460412 0.00791812 -9.23248e-05
internal_weight=827.055 500.341 326.714
internal_count=6100 3980 2120
is_linear=0
shrinkage=0.0150875


Tree=36
num_leaves=3
num_cat=0
split_feature=22 25
split_gain=58.3414 10.4029
threshold=1.5000000000000002 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0078597027484124705 0.0011125775390337072 -0.0051034386708813393
leaf_weight=539.47586909681559 207.49520387500525 77.190297678112984
leaf_count=4185 1378 523
internal_value=0.00494392 -0.000141641
internal_weight=824.161 284.686
internal_count=6086 1901
is_linear=0
shrinkage=0.0150875


Tree=37
num_leaves=2
num_cat=0
split_feature=22
split_gain=55.3212
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0075388128235492373 -0.00025956426912204913
leaf_weight=542.65773535519838 282.73874390125275
leaf_count=4241 1890
internal_value=0.00471574
internal_weight=825.396
internal_count=6131
is_linear=0
shrinkage=0.0150875


Tree=38
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=54.6814 9.94034
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0080482920876004255 0.0023194712857357732 -0.0029435556338781505
leaf_weight=489.70729245245457 187.19245225936174 138.17280469089746
leaf_count=3961 1256 856
internal_value=0.00487533 2.43285e-05
internal_weight=815.073 325.365
internal_count=6073 2112
is_linear=0
shrinkage=0.0150875


Tree=39
num_leaves=2
num_cat=0
split_feature=10
split_gain=59.0642
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0078279106559273424 -6.7934841833949898e-05
leaf_weight=481.1731363683939 330.87418215721846
leaf_count=3922 2153
internal_value=0.00445885
internal_weight=812.047
internal_count=6075
is_linear=0
shrinkage=0.0150875


Tree=40
num_leaves=2
num_cat=0
split_feature=10
split_gain=51.997
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0077917905253085647 2.3144665445053828e-05
leaf_weight=483.14439089596272 324.60509812086821
leaf_count=3963 2107
internal_value=0.00466665
internal_weight=807.749
internal_count=6070
is_linear=0
shrinkage=0.0150875


Tree=41
num_leaves=2
num_cat=0
split_feature=10
split_gain=53.9865
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0076445995661596038 2.1740966551812899e-05
leaf_weight=485.92722237855196 328.41414729505777
leaf_count=4014 2136
internal_value=0.00446053
internal_weight=814.341
internal_count=6150
is_linear=0
shrinkage=0.0150875


Tree=42
num_leaves=3
num_cat=0
split_feature=7 13
split_gain=55.9476 18.0999
threshold=38.495000000000012 66.845000000000013
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0073655504956429115 0.0029325752326987533 -0.0045067437427767747
leaf_weight=534.56694968789816 128.71003646403551 147.89249720424414
leaf_count=4240 923 981
internal_value=0.00450302 -0.000575845
internal_weight=811.169 276.603
internal_count=6144 1904
is_linear=0
shrinkage=0.0150875


Tree=43
num_leaves=4
num_cat=0
split_feature=10 36 30
split_gain=56.1518 11.8727 9.04464
threshold=2.5000000000000004 1.0000000180025095e-35 0.021918039378147403
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0085473066039852795 0.0020515576557928561 -0.003598997023913344 0.00017932814569277932
leaf_weight=418.47144718468189 188.96890910714865 141.74444499611855 61.170956425368786
leaf_count=3489 1274 880 519
internal_value=0.00441167 1.13599e-05 0.00770252
internal_weight=810.356 330.713 479.642
internal_count=6162 2154 4008
is_linear=0
shrinkage=0.0150875


Tree=44
num_leaves=3
num_cat=0
split_feature=7 23
split_gain=52.4081 15.779
threshold=38.495000000000012 44.605000000000011
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0072776568375369629 -0.0046489643231686275 0.002342107246780543
leaf_weight=525.29705464094877 126.92143262177706 146.63628858327866
leaf_count=4212 821 1061
internal_value=0.00447945 -0.000436163
internal_weight=798.855 273.558
internal_count=6094 1882
is_linear=0
shrinkage=0.0150875


Tree=45
num_leaves=2
num_cat=0
split_feature=22
split_gain=53.6988
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0070127735809138577 -0.00080233205147758045
leaf_weight=520.51955029368401 278.45357110351324
leaf_count=4257 1882
internal_value=0.00413243
internal_weight=798.973
internal_count=6139
is_linear=0
shrinkage=0.0150875


Tree=46
num_leaves=4
num_cat=0
split_feature=22 30 25
split_gain=48.8644 11.4626 9.18871
threshold=1.5000000000000002 0.021918039378147403 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0079147145299611112 0.00068119694932234189 0.00014291459872148031 -0.0050842589731706599
leaf_weight=440.45211559534073 202.97011480480433 70.858250543475151 75.878083139657974
leaf_count=3620 1363 584 514
internal_value=0.0042033 0.00698492 -0.000449726
internal_weight=790.159 511.31 278.848
internal_count=6081 4204 1877
is_linear=0
shrinkage=0.0150875


Tree=47
num_leaves=3
num_cat=0
split_feature=10 30
split_gain=52.7153 12.8252
threshold=3.5000000000000004 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0075506694891144342 -0.0015806282968683534 0.00012569525490381908
leaf_weight=502.67633374035358 219.28119275718927 76.959368005394936
leaf_count=4128 1407 635
internal_value=0.00423844 0.0066603
internal_weight=798.917 579.636
internal_count=6170 4763
is_linear=0
shrinkage=0.0150875


Tree=48
num_leaves=2
num_cat=0
split_feature=10
split_gain=48.1763
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0075942355501101705 2.1310854691112918e-05
leaf_weight=463.48821537941694 328.55047572404146
leaf_count=3981 2142
internal_value=0.00447396
internal_weight=792.039
internal_count=6123
is_linear=0
shrinkage=0.0150875


Tree=49
num_leaves=4
num_cat=0
split_feature=10 25 30
split_gain=50.5396 13.3998 12.0188
threshold=3.5000000000000004 1.0000000180025095e-35 0.021918039378147403
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0074027251499364935 8.2501739733469346e-05 -0.0072047398373519343 0.00012335691618709673
leaf_weight=491.79006130993366 152.24626205861568 66.285396508872509 76.108709968626499
leaf_count=4085 966 433 631
internal_value=0.00411412 -0.00157059 0.00652625
internal_weight=786.43 218.532 567.899
internal_count=6115 1399 4716
is_linear=0
shrinkage=0.0150875


Tree=50
num_leaves=4
num_cat=0
split_feature=22 23 30
split_gain=56.0841 10.2032 9.55964
threshold=1.5000000000000002 35.945000000000007 0.019889235087764953
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0079080823178010202 -0.0044374891915489184 0.00085251427192933882 0.00037720376959954062
leaf_weight=425.59839557111263 126.99023397266865 151.83721196651459 77.888772092759609
leaf_count=3580 837 1052 642
internal_value=0.00392852 -0.00110094 0.00696223
internal_weight=782.315 278.827 503.487
internal_count=6111 1889 4222
is_linear=0
shrinkage=0.0150875


Tree=51
num_leaves=3
num_cat=0
split_feature=10 23
split_gain=48.3096 9.22489
threshold=2.5000000000000004 35.945000000000007
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0070949991178773895 -0.0030444595168643931 0.0019031570215934177
leaf_weight=454.12222600728273 160.19653369486332 158.927240408957
leaf_count=3972 1041 1050
internal_value=0.00393281 -0.000181546
internal_weight=773.246 319.124
internal_count=6063 2091
is_linear=0
shrinkage=0.0150875


Tree=52
num_leaves=3
num_cat=0
split_feature=7 28
split_gain=51.0671 22.0693
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0069019295325797271 0.00094339481646268789 -0.0088567331762675373
leaf_weight=507.12302053719759 206.68189773708582 60.616196602582932
leaf_count=4227 1462 395
internal_value=0.00406701 -0.000843118
internal_weight=774.421 267.298
internal_count=6084 1857
is_linear=0
shrinkage=0.0150875


Tree=53
num_leaves=2
num_cat=0
split_feature=10
split_gain=42.6663
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0070004926785349631 1.8969267880052288e-05
leaf_weight=450.13992317765951 324.231320977211
leaf_count=3981 2119
internal_value=0.00400577
internal_weight=774.371
internal_count=6100
is_linear=0
shrinkage=0.0150875


Tree=54
num_leaves=3
num_cat=0
split_feature=22 30
split_gain=47.8472 11.3004
threshold=1.5000000000000002 0.019889235087764953
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0075143532560026606 -0.00092811163494926224 0.00012135410845945251
leaf_weight=419.78119146078825 276.54451148957014 75.022008500993252
leaf_count=3608 1881 629
internal_value=0.00369447 0.0065301
internal_weight=771.348 494.803
internal_count=6118 4237
is_linear=0
shrinkage=0.0150875


Tree=55
num_leaves=3
num_cat=0
split_feature=22 1
split_gain=43.3106 11.5351
threshold=1.5000000000000002 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.0021533844471423392 -0.00026077531786859026 0.0084663026038203776
leaf_weight=152.56537653133273 280.24667992442846 339.50023558735847
leaf_count=1328 1895 2904
internal_value=0.00404196 0.00674496
internal_weight=772.312 492.066
internal_count=6127 4232
is_linear=0
shrinkage=0.0150875


Tree=56
num_leaves=2
num_cat=0
split_feature=10
split_gain=41.8016
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0068731629345490245 1.8141416128253883e-05
leaf_weight=444.94479142129421 324.7650596126914
leaf_count=3998 2131
internal_value=0.00387871
internal_weight=769.71
internal_count=6129
is_linear=0
shrinkage=0.0150875


Tree=57
num_leaves=4
num_cat=0
split_feature=10 30 25
split_gain=47.0189 12.0068 10.7995
threshold=3.5000000000000004 0.021918039378147403 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0071948117279996308 -1.9510701635084771e-05 0.00011415426727057489 -0.0065552539016156576
leaf_weight=474.98486099392176 150.12393604964018 76.295806117355824 66.833065636456013
leaf_count=4107 955 646 432
internal_value=0.00390917 0.00629292 -0.00156185
internal_weight=768.238 551.281 216.957
internal_count=6140 4753 1387
is_linear=0
shrinkage=0.0150875


Tree=58
num_leaves=4
num_cat=0
split_feature=7 28 22
split_gain=52.8496 14.9382 10.2686
threshold=38.495000000000012 20.300000000000001 1.5000000000000002
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0079235630061101174 0.00016464818161336135 -0.0075541907613836338 0.0010484092943262111
leaf_weight=392.66073147952557 207.11774563789368 63.315668188035488 103.45557592064142
leaf_count=3502 1487 407 754
internal_value=0.00376019 -0.00120224 0.00671736
internal_weight=766.55 270.433 496.116
internal_count=6150 1894 4256
is_linear=0
shrinkage=0.0150875


Tree=59
num_leaves=3
num_cat=0
split_feature=10 30
split_gain=46.1423 9.54673
threshold=2.5000000000000004 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0077962056249750149 -0.00024400734104930457 0.00015134733250151902
leaf_weight=381.58705526217818 321.59324461966753 59.120501600205898
leaf_count=3497 2116 528
internal_value=0.00372456 0.00689908
internal_weight=762.301 440.708
internal_count=6141 4025
is_linear=0
shrinkage=0.0150875


Tree=60
num_leaves=3
num_cat=0
split_feature=10 23
split_gain=43.2196 9.7825
threshold=2.5000000000000004 18.395000000000003
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0068893030427432181 -0.0048816142214771537 0.0010356109835252146
leaf_weight=430.77778897807002 78.241685837507248 242.90306051820517
leaf_count=3955 502 1608
internal_value=0.00376993 -3.2764e-05
internal_weight=751.923 321.145
internal_count=6065 2110
is_linear=0
shrinkage=0.0150875


Tree=61
num_leaves=4
num_cat=0
split_feature=22 30 23
split_gain=41.5277 10.5162 9.65624
threshold=1.5000000000000002 0.019889235087764953 18.395000000000003
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0071265699416091371 -0.006061954545612782 0.00011569134364815021 0.00011988267041911413
leaf_weight=400.56066695600748 61.666487589478493 71.942018203437328 214.77377859503031
leaf_count=3572 399 613 1485
internal_value=0.00341427 0.00615877 -0.000827345
internal_weight=748.943 472.503 276.44
internal_count=6069 4185 1884
is_linear=0
shrinkage=0.0150875


Tree=62
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=40.4206 9.0951
threshold=2.5000000000000004 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0066595701071950212 0.0017621530849639554 -0.0031851995161933299
leaf_weight=428.86458731815219 186.69001989066601 141.5497538074851
leaf_count=3982 1285 872
internal_value=0.00361473 9.23523e-06
internal_weight=757.104 328.24
internal_count=6139 2157
is_linear=0
shrinkage=0.0150875


Tree=63
num_leaves=4
num_cat=0
split_feature=22 30 25
split_gain=37.9366 11.2464 9.4521
threshold=1.5000000000000002 0.021918039378147403 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0070015378829150531 0.00057653631206192675 0.00011973724251083507 -0.0051746296782574017
leaf_weight=400.68646434694529 200.8208731263876 66.974235221743584 78.235828220844269
leaf_count=3616 1366 576 530
internal_value=0.00339125 0.00603927 -0.000602323
internal_weight=746.717 467.661 279.057
internal_count=6088 4192 1896
is_linear=0
shrinkage=0.0150875


Tree=64
num_leaves=2
num_cat=0
split_feature=10
split_gain=48.4885
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0069731046775722196 -0.0004675059476646469
leaf_weight=424.41725085675716 316.49237257987261
leaf_count=3977 2085
internal_value=0.0036291
internal_weight=740.91
internal_count=6062
is_linear=0
shrinkage=0.0150875


Tree=65
num_leaves=3
num_cat=0
split_feature=7 13
split_gain=37.1991 15.0203
threshold=38.495000000000012 66.845000000000013
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0060463155760987885 0.0027080989653590305 -0.0041425552984587378
leaf_weight=475.37151528149843 121.66022319719195 147.35093156248331
leaf_count=4210 916 968
internal_value=0.00348887 -0.000568812
internal_weight=744.383 269.011
internal_count=6094 1884
is_linear=0
shrinkage=0.0150875


Tree=66
num_leaves=4
num_cat=0
split_feature=7 16 36
split_gain=41.5905 15.093 10.9007
threshold=38.495000000000012 -254.49999999999997 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0072968395009194598 -0.0064975315866876498 0.00076266453639186693 0.00033119311398613013
leaf_weight=372.33686062321067 82.285393744707108 184.90039619803429 100.7525668181479
leaf_count=3388 522 1352 825
internal_value=0.00333143 -0.00102111 0.00605275
internal_weight=740.275 267.186 473.089
internal_count=6087 1874 4213
is_linear=0
shrinkage=0.0150875


Tree=67
num_leaves=3
num_cat=0
split_feature=7 28
split_gain=32.8702 14.2241
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0059987788593663981 0.0012327639858861577 -0.0066229550822118023
leaf_weight=472.32587434723973 201.91148154437542 63.144405491650105
leaf_count=4229 1451 398
internal_value=0.00360415 -0.000195432
internal_weight=737.382 265.056
internal_count=6078 1849
is_linear=0
shrinkage=0.0150875


Tree=68
num_leaves=3
num_cat=0
split_feature=22 2
split_gain=35.9275 9.56545
threshold=1.5000000000000002 2.5000000000000004
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.0058141886218121448 -0.0029223325715987307 0.0026441189008261728
leaf_weight=458.58556406572461 189.99325670301914 89.71569586545229
leaf_count=4200 1286 620
internal_value=0.00318981 -0.000670337
internal_weight=738.295 279.709
internal_count=6106 1906
is_linear=0
shrinkage=0.0150875


Tree=69
num_leaves=3
num_cat=0
split_feature=7 28
split_gain=38.9613 16.5992
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0061051829593402494 0.00084647607529362906 -0.0074429453571798494
leaf_weight=468.90802909806371 200.79604932665825 64.668506063520908
leaf_count=4233 1445 408
internal_value=0.00346504 -0.000730315
internal_weight=734.373 265.465
internal_count=6086 1853
is_linear=0
shrinkage=0.0150875


Tree=70
num_leaves=2
num_cat=0
split_feature=7
split_gain=37.6267
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0058291527579669017 -0.00088314308438188643
leaf_weight=465.40567172318697 269.18492709472775
leaf_count=4223 1885
internal_value=0.00320043
internal_weight=734.591
internal_count=6108
is_linear=0
shrinkage=0.0150875


Tree=71
num_leaves=3
num_cat=0
split_feature=7 25
split_gain=31.1687 12.8209
threshold=38.495000000000012 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0055718088147504053 0.001003911382763881 -0.0059965025455452868
leaf_weight=465.57854400575161 191.64652653038502 73.98530425876379
leaf_count=4242 1353 504
internal_value=0.00319772 -0.000496855
internal_weight=731.21 265.632
internal_count=6099 1857
is_linear=0
shrinkage=0.0150875


Tree=72
num_leaves=4
num_cat=0
split_feature=10 30 11
split_gain=31.3244 9.92143 9.39279
threshold=2.5000000000000004 0.021918039378147403 12025.000000000002
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0067536697556929851 -0.002098692321958561 0.00013000220202513232 0.0033642402747416562
leaf_weight=351.75024134665728 229.10821417719126 54.538187645375729 94.395216502249241
leaf_count=3450 1509 512 628
internal_value=0.00302746 0.00581913 -0.000100989
internal_weight=729.792 406.288 323.503
internal_count=6099 3962 2137
is_linear=0
shrinkage=0.0150875


Tree=73
num_leaves=2
num_cat=0
split_feature=22
split_gain=35.8982
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0056802937126997485 -0.00086087615407744525
leaf_weight=449.40609408542514 277.5472010448575
leaf_count=4200 1899
internal_value=0.00301264
internal_weight=726.953
internal_count=6099
is_linear=0
shrinkage=0.0150875


Tree=74
num_leaves=3
num_cat=0
split_feature=22 1
split_gain=29.5273 14.3271
threshold=1.5000000000000002 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.00045538117584849151 -0.00040867180168876967 0.0073229128868175447
leaf_weight=137.88436450436711 276.13231003284454 309.72082630172372
leaf_count=1301 1886 2900
internal_value=0.00305447 0.00546677
internal_weight=723.738 447.605
internal_count=6087 4201
is_linear=0
shrinkage=0.0150875


Tree=75
num_leaves=3
num_cat=0
split_feature=7 28
split_gain=36.5338 14.0028
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0057175816366606663 0.00041295943294773009 -0.0070924858294642889
leaf_weight=452.91914835572243 201.09065841138363 64.341824129223824
leaf_count=4198 1461 402
internal_value=0.00307674 -0.000961948
internal_weight=718.352 265.432
internal_count=6061 1863
is_linear=0
shrinkage=0.0150875


Tree=76
num_leaves=3
num_cat=0
split_feature=7 28
split_gain=34.3748 16.4454
threshold=38.495000000000012 24.245000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0055261296273089767 0.00058311759558572285 -0.0076470247970943832
leaf_weight=451.99585374817252 205.04341623559594 63.407538793981075
leaf_count=4207 1485 395
internal_value=0.00294985 -0.000926109
internal_weight=720.447 268.451
internal_count=6087 1880
is_linear=0
shrinkage=0.0150875


Tree=77
num_leaves=3
num_cat=0
split_feature=7 13
split_gain=32.8357 10.1186
threshold=38.495000000000012 66.845000000000013
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0051079572026354802 0.0012361177121470556 -0.0040822181809779369
leaf_weight=451.5758268199861 121.6991178765893 148.31913260370493
leaf_count=4231 929 965
internal_value=0.00256986 -0.00121556
internal_weight=721.594 270.018
internal_count=6125 1894
is_linear=0
shrinkage=0.0150875


Tree=78
num_leaves=3
num_cat=0
split_feature=10 21
split_gain=33.0136 12.9306
threshold=3.5000000000000004 7535.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=9.3824342755093976e-05 -0.0013824916726495665 0.0066744044009008794
leaf_weight=128.22124262154102 222.17284698039293 369.71791613847017
leaf_count=1218 1411 3483
internal_value=0.00300298 0.00521185
internal_weight=720.112 497.939
internal_count=6112 4701
is_linear=0
shrinkage=0.0150875


Tree=79
num_leaves=2
num_cat=0
split_feature=10
split_gain=29.0063
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0056843586652789435 -3.2045351212129633e-05
leaf_weight=396.48053862527013 322.0892385840416
leaf_count=3984 2130
internal_value=0.00295223
internal_weight=718.57
internal_count=6114
is_linear=0
shrinkage=0.0150875


Tree=80
num_leaves=4
num_cat=0
split_feature=10 30 25
split_gain=33.2284 13.8717 9.78391
threshold=3.5000000000000004 0.021918039378147403 1.0000000180025095e-35
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0061726123805733056 -1.8844554845999445e-05 9.3008907058810171e-05 -0.0062613821954454639
leaf_weight=428.8106391094625 152.02214802801609 69.134355206042528 66.854805834591389
leaf_count=4106 967 633 423
internal_value=0.00293353 0.00514255 -0.00151782
internal_weight=716.822 497.945 218.877
internal_count=6129 4739 1390
is_linear=0
shrinkage=0.0150875


Tree=81
num_leaves=3
num_cat=0
split_feature=10 36
split_gain=28.4736 10.6703
threshold=1.5000000000000002 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0067543525999369022 0.0021702149249243417 -0.0025354739534141223
leaf_weight=258.36497811973095 287.08121336251497 163.6355233117938
leaf_count=2661 2320 1102
internal_value=0.00276294 0.000194298
internal_weight=709.082 450.717
internal_count=6083 3422
is_linear=0
shrinkage=0.0150875


Tree=82
num_leaves=4
num_cat=0
split_feature=22 23 30
split_gain=31.7873 11.7017 9.80989
threshold=1.5000000000000002 18.395000000000003 0.014523154162003202
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0063923421669639675 -0.006541852933424212 0.00023690039463130822 7.9790969158337764e-05
leaf_weight=352.97407761961222 64.066997542977333 210.90081758052111 81.853579089045525
leaf_count=3461 410 1477 752
internal_value=0.0027131 -0.000914473 0.00529123
internal_weight=709.795 274.968 434.828
internal_count=6100 1887 4213
is_linear=0
shrinkage=0.0150875


Tree=83
num_leaves=3
num_cat=0
split_feature=23 7
split_gain=29.9602 21.3944
threshold=9.3450000000000006 38.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0073381932288630958 0.0055745258350864049 1.9935864003425477e-05
leaf_weight=54.293691657483578 411.85096049681306 242.77971886843443
leaf_count=408 3976 1723
internal_value=0.00246322 0.00348669
internal_weight=708.924 654.631
internal_count=6107 5699
is_linear=0
shrinkage=0.0150875


Tree=84
num_leaves=2
num_cat=0
split_feature=10
split_gain=33.1695
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0052630332143642836 -0.0010472387825204337
leaf_weight=386.04486611112952 315.61016491800547
leaf_count=3968 2104
internal_value=0.00225023
internal_weight=701.655
internal_count=6072
is_linear=0
shrinkage=0.0150875


Tree=85
num_leaves=2
num_cat=0
split_feature=22
split_gain=26.3046
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0050236160654904966 -0.0005808067946245387
leaf_weight=427.52565118670464 275.87150681018829
leaf_count=4195 1890
internal_value=0.00265036
internal_weight=703.397
internal_count=6085
is_linear=0
shrinkage=0.0150875


Tree=86
num_leaves=4
num_cat=0
split_feature=7 36 13
split_gain=34.7554 11.6713 10.9761
threshold=38.495000000000012 1.0000000180025095e-35 66.845000000000013
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0066886694510955328 0.001465332183314453 6.8420062638440562e-05 -0.0041545379174402633
leaf_weight=340.96499226614833 117.65246743708849 97.29104520380497 149.77396508306265
leaf_count=3389 908 845 968
internal_value=0.00269523 0.0053589 -0.0012066
internal_weight=705.682 438.256 267.426
internal_count=6110 4234 1876
is_linear=0
shrinkage=0.0150875


Tree=87
num_leaves=3
num_cat=0
split_feature=10 23
split_gain=32.6265 13.8568
threshold=1.5000000000000002 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0067735592658661505 -0.0067700312529226699 0.0010270733419496926
leaf_weight=253.20654444396496 56.065014313906431 392.76298363506794
leaf_count=2680 386 3035
internal_value=0.00247151 7.68004e-06
internal_weight=702.035 448.828
internal_count=6101 3421
is_linear=0
shrinkage=0.0150875


Tree=88
num_leaves=3
num_cat=0
split_feature=10 23
split_gain=29.0636 14.1498
threshold=1.5000000000000002 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0066176518368371287 -0.0067539294892741243 0.0012061890661333196
leaf_weight=250.74600254371762 54.157447580248117 399.457877792418
leaf_count=2672 370 3095
internal_value=0.00251529 7.71159e-06
internal_weight=704.361 453.615
internal_count=6137 3465
is_linear=0
shrinkage=0.0150875


Tree=89
num_leaves=3
num_cat=0
split_feature=7 16
split_gain=28.5039 10.7503
threshold=38.495000000000012 -254.49999999999997
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0048754465564515648 -0.005540050961356336 0.00039371990584357019
leaf_weight=433.34179757162929 85.570371605455875 181.61349599063396
leaf_count=4248 527 1348
internal_value=0.00243702 -0.00105495
internal_weight=700.526 267.184
internal_count=6123 1875
is_linear=0
shrinkage=0.0150875


Tree=90
num_leaves=3
num_cat=0
split_feature=10 1
split_gain=26.2361 11.7042
threshold=2.5000000000000004 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.00011749983871216113 -0.00050337788708135493 0.0069024456902519928
leaf_weight=121.20229701325297 316.785416059196 259.41690092533827
leaf_count=1276 2108 2730
internal_value=0.00235095 0.00504733
internal_weight=697.405 380.619
internal_count=6114 4006
is_linear=0
shrinkage=0.0150875


Tree=91
num_leaves=4
num_cat=0
split_feature=7 28 5
split_gain=28.4217 12.742 10.3546
threshold=38.495000000000012 20.300000000000001 767.40000000000009
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.001312926086203812 0.00025554878970546045 -0.0067381911691159176 0.0070719864163292286
leaf_weight=183.91536018997431 200.93897770345211 67.020031146705151 244.40677119418979
leaf_count=1805 1472 408 2420
internal_value=0.00241699 -0.00105421 0.00487715
internal_weight=696.281 267.959 428.322
internal_count=6105 1880 4225
is_linear=0
shrinkage=0.0150875


Tree=92
num_leaves=2
num_cat=0
split_feature=10
split_gain=23.8199
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0062063759231818037 9.3500943719138029e-05
leaf_weight=246.74123847484589 446.97896064445376
leaf_count=2678 3420
internal_value=0.00244973
internal_weight=693.72
internal_count=6098
is_linear=0
shrinkage=0.0150875


Tree=93
num_leaves=3
num_cat=0
split_feature=10 1
split_gain=23.0097 9.48935
threshold=2.5000000000000004 26.500000000000004
decision_type=2 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.00093486301656456414 -0.00021745087233219896 0.0069922111211687772
leaf_weight=146.94077664241195 314.96425452828407 230.6213180758059
leaf_count=1556 2090 2464
internal_value=0.00242256 0.00494795
internal_weight=692.526 377.562
internal_count=6110 4020
is_linear=0
shrinkage=0.0150875


Tree=94
num_leaves=3
num_cat=0
split_feature=22 1
split_gain=25.4123 11.2832
threshold=1.5000000000000002 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=7.6020523583068212e-05 -0.00090458844491140807 0.006419008927215834
leaf_weight=132.39712056145072 276.70607133209705 281.68087167665362
leaf_count=1328 1903 2860
internal_value=0.00226036 0.00467282
internal_weight=690.784 414.078
internal_count=6091 4188
is_linear=0
shrinkage=0.0150875


Tree=95
num_leaves=3
num_cat=0
split_feature=10 23
split_gain=29.0402 20.1816
threshold=1.5000000000000002 16.650000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0063851192625329909 -0.0083064414276400444 0.0011438291253660572
leaf_weight=243.87294136360288 55.479447863996029 390.99587538465858
leaf_count=2681 383 3043
internal_value=0.0022257 6.8272e-06
internal_weight=690.348 446.475
internal_count=6107 3426
is_linear=0
shrinkage=0.0150875


Tree=96
num_leaves=2
num_cat=0
split_feature=22
split_gain=27.3129
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0044938062551837027 -0.0013361917727991023
leaf_weight=417.02792419865727 276.70819694176316
leaf_count=4250 1903
internal_value=0.00199051
internal_weight=693.736
internal_count=6153
is_linear=0
shrinkage=0.0150875


Tree=97
num_leaves=2
num_cat=0
split_feature=22
split_gain=22.652
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0046392189619419702 -0.00059381324309028022
leaf_weight=413.30778373405337 273.74694119021297
leaf_count=4230 1873
internal_value=0.0023751
internal_weight=687.055
internal_count=6103
is_linear=0
shrinkage=0.0150875


Tree=98
num_leaves=3
num_cat=0
split_feature=23 7
split_gain=25.8827 16.028
threshold=16.650000000000002 38.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0057068965690318541 0.0052954931337102834 1.951281796034557e-05
leaf_weight=68.484475199133158 381.04681942239404 232.06809429451823
leaf_count=522 3894 1659
internal_value=0.00228233 0.00339344
internal_weight=681.599 613.115
internal_count=6075 5553
is_linear=0
shrinkage=0.0150875


Tree=99
num_leaves=4
num_cat=0
split_feature=7 23 36
split_gain=22.1159 10.1137 9.10272
threshold=29.285000000000004 66.730000000000018 1.0000000180025095e-35
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.006444097938985832 -0.0018176659166942808 0.0037753497028181191 8.7215623050727843e-05
leaf_weight=261.35928796231747 256.90319255366921 97.3975760191679 67.029053766280413
leaf_count=2812 1727 884 651
internal_value=0.00235306 9.03476e-06 0.0051666
internal_weight=682.689 354.301 328.388
internal_count=6074 2611 3463
is_linear=0
shrinkage=0.0150875


Tree=100
num_leaves=3
num_cat=0
split_feature=23 1
split_gain=20.5103 11.8225
threshold=16.650000000000002 20.500000000000004
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0049689911404049488 2.0719292095294918e-05 0.004437476378470244
leaf_weight=69.486691575497389 193.87248741835356 422.59056741371751
leaf_count=527 1729 3873
internal_value=0.00202233 0.00302549
internal_weight=685.95 616.463
internal_count=6129 5602
is_linear=0
shrinkage=0.0150875


Tree=101
num_leaves=4
num_cat=0
split_feature=7 13 21
split_gain=21.8736 9.22973 9.17992
threshold=38.495000000000012 66.845000000000013 7535.0000000000009
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=5.3899845019143925e-05 0.001719353990399293 -0.0035091400989008385 0.0056770051641626962
leaf_weight=96.884780991822481 116.71671786531806 151.37932823970914 315.77276251092553
leaf_count=1006 914 969 3191
internal_value=0.00220119 -0.000763194 0.00442558
internal_weight=680.754 268.096 412.658
internal_count=6080 1883 4197
is_linear=0
shrinkage=0.0150875


Tree=102
num_leaves=3
num_cat=0
split_feature=28 21
split_gain=22.1561 13.0681
threshold=20.300000000000001 5050.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=4.2439258162561496e-05 -0.0024488461026789523 0.0051076519998779473
leaf_weight=117.65790074691176 136.32994069904089 425.28529790043831
leaf_count=1079 1023 3979
internal_value=0.00241254 0.00386859
internal_weight=679.273 542.943
internal_count=6081 5058
is_linear=0
shrinkage=0.0150875


Tree=103
num_leaves=3
num_cat=0
split_feature=10 30
split_gain=21.2163 10.3148
threshold=2.5000000000000004 0.021918039378147403
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0058281167104229916 -0.0002546294396882618 0.00010065112086082762
leaf_weight=309.06092581525445 316.20961863547564 50.944130677729845
leaf_count=3434 2113 532
internal_value=0.00223162 0.00475371
internal_weight=676.215 360.005
internal_count=6079 3966
is_linear=0
shrinkage=0.0150875


Tree=104
num_leaves=3
num_cat=0
split_feature=7 28
split_gain=22.8043 13.4517
threshold=38.495000000000012 20.300000000000001
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0042420712512416751 0.00021370670582475832 -0.0070679904935984604
leaf_weight=411.82338891923428 198.67209503799677 64.75661613792181
leaf_count=4242 1468 392
internal_value=0.00196225 -0.00113343
internal_weight=675.252 263.429
internal_count=6102 1860
is_linear=0
shrinkage=0.0150875


Tree=105
num_leaves=3
num_cat=0
split_feature=23 7
split_gain=24.9637 13.871
threshold=16.650000000000002 38.495000000000012
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0054887772271229639 0.0052772399809642668 2.3669090285667004e-05
leaf_weight=68.406696744263172 367.30471874400973 233.14575327932835
leaf_count=516 3847 1671
internal_value=0.00232437 0.0034371
internal_weight=668.857 600.45
internal_count=6034 5518
is_linear=0
shrinkage=0.0150875


Tree=106
num_leaves=2
num_cat=0
split_feature=22
split_gain=19.804
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.00441030114880267 -0.00048214358061519512
leaf_weight=400.78840784355998 274.59061468392611
leaf_count=4212 1885
internal_value=0.00223932
internal_weight=675.379
internal_count=6097
is_linear=0
shrinkage=0.0150875


Tree=107
num_leaves=3
num_cat=0
split_feature=10 1
split_gain=22.1713 9.58743
threshold=2.5000000000000004 24.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=4.5135245243065311e-05 -0.00075095219043768314 0.0060660570496950759
leaf_weight=106.09035534784198 317.37998581677675 251.25264823064208
leaf_count=1171 2121 2827
internal_value=0.00182008 0.00444478
internal_weight=674.723 357.343
internal_count=6119 3998
is_linear=0
shrinkage=0.0150875


Tree=108
num_leaves=3
num_cat=0
split_feature=23 22
split_gain=20.2494 13.0268
threshold=16.650000000000002 1.5000000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0049630311506201411 0.0046907906576378507 1.6552122077835789e-05
leaf_weight=70.851699590682983 371.57105994969606 231.81645660474896
leaf_count=537 3963 1630
internal_value=0.00191684 0.00294391
internal_weight=674.239 603.388
internal_count=6130 5593
is_linear=0
shrinkage=0.0150875


Tree=109
num_leaves=3
num_cat=0
split_feature=14 21
split_gain=17.9556 16.6736
threshold=6.5000000000000009 7535.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=3.2759964749730979e-05 -0.0010001181728494339 0.0058192525236971781
leaf_weight=144.5754636451602 207.43901026621461 324.13341007009149
leaf_count=1387 1476 3288
internal_value=0.00222544 0.00391867
internal_weight=676.148 468.709
internal_count=6151 4675
is_linear=0
shrinkage=0.0150875


Tree=110
num_leaves=3
num_cat=0
split_feature=23 30
split_gain=19.7013 16.9464
threshold=9.3450000000000006 0.019889235087764953
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0056752208979193464 0.0041502086137389146 -0.0019879888176513607
leaf_weight=54.301949046552181 522.36882837489247 94.611430071294308
leaf_count=404 4887 834
internal_value=0.00209806 0.00299927
internal_weight=671.282 616.98
internal_count=6125 5721
is_linear=0
shrinkage=0.0150875


Tree=111
num_leaves=4
num_cat=0
split_feature=10 23 21
split_gain=21.3959 12.3583 10.607
threshold=1.5000000000000002 16.650000000000002 7535.0000000000009
decision_type=2 2 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00010385103414061001 -0.006302920958772904 0.00099664787745490412 0.0075410229461657938
leaf_weight=55.922597076743841 57.719284050166607 378.1670174151659 172.4147619381547
leaf_count=656 391 3014 2013
internal_value=0.00196696 5.9807e-06 0.00568222
internal_weight=664.224 435.886 228.337
internal_count=6074 3405 2669
is_linear=0
shrinkage=0.0150875


Tree=112
num_leaves=2
num_cat=0
split_feature=7
split_gain=18.8051
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.004130040586812881 -0.00067973480413161859
leaf_weight=407.26699216663837 265.83471858501434
leaf_count=4283 1871
internal_value=0.00204765
internal_weight=673.102
internal_count=6154
is_linear=0
shrinkage=0.0150875


Tree=113
num_leaves=2
num_cat=0
split_feature=7
split_gain=18.2315
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0040602394128410515 -0.00069343294579001912
leaf_weight=398.77851909771562 266.50706271454692
leaf_count=4214 1878
internal_value=0.00197114
internal_weight=665.286
internal_count=6092
is_linear=0
shrinkage=0.0150875


Tree=114
num_leaves=3
num_cat=0
split_feature=22 1
split_gain=20.5386 11.3889
threshold=1.5000000000000002 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=3.5940140786589734e-05 -0.0010591268644947877 0.0057979644356405012
leaf_weight=125.14059273526073 277.61698201298714 264.78980211913586
leaf_count=1324 1920 2880
internal_value=0.00172601 0.00402412
internal_weight=667.547 389.93
internal_count=6124 4204
is_linear=0
shrinkage=0.0150875


Tree=115
num_leaves=3
num_cat=0
split_feature=23 30
split_gain=18.8058 12.2994
threshold=16.650000000000002 0.0036870799109318506
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0047356836082893894 0.0041531565012577791 -7.2781490528866705e-05
leaf_weight=70.859277106821537 447.67273055389524 153.63230190053582
leaf_count=535 4267 1384
internal_value=0.00186716 0.00286434
internal_weight=672.164 601.305
internal_count=6186 5651
is_linear=0
shrinkage=0.0150875


Tree=116
num_leaves=2
num_cat=0
split_feature=22
split_gain=21.1464
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0043909587164116404 -0.00073367987045502468
leaf_weight=389.45736845955253 275.91438454017043
leaf_count=4217 1908
internal_value=0.00208135
internal_weight=665.372
internal_count=6125
is_linear=0
shrinkage=0.0150875


Tree=117
num_leaves=2
num_cat=0
split_feature=22
split_gain=17.3778
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0038712728881613555 -0.00078315004072506821
leaf_weight=387.83528590574861 272.58271728828549
leaf_count=4223 1886
internal_value=0.00176425
internal_weight=660.418
internal_count=6109
is_linear=0
shrinkage=0.0150875


Tree=118
num_leaves=2
num_cat=0
split_feature=7
split_gain=21.9235
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0041667789128869452 -0.0011583555760136381
leaf_weight=395.12541003525257 262.22072521969676
leaf_count=4226 1864
internal_value=0.0018551
internal_weight=657.346
internal_count=6090
is_linear=0
shrinkage=0.0150875


Tree=119
num_leaves=3
num_cat=0
split_feature=23 25
split_gain=17.4855 13.1341
threshold=9.3450000000000006 3.2000000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0051683941367343363 0.0042772966119050083 1.3996062723802241e-05
leaf_weight=56.225952416658401 432.0551280118525 171.94578644633293
leaf_count=416 4124 1558
internal_value=0.00197177 0.00285636
internal_weight=660.227 604.001
internal_count=6098 5682
is_linear=0
shrinkage=0.0150875


Tree=120
num_leaves=4
num_cat=0
split_feature=10 2 21
split_gain=19.0818 10.2253 10.0297
threshold=1.5000000000000002 2.5000000000000004 7535.0000000000009
decision_type=2 10 2
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=9.1339551456248952e-05 -0.0019298609676320598 0.0028640114848337613 0.0070157034022682056
leaf_weight=55.585160195827484 290.61999525874853 146.78268495947123 164.42150069400668
leaf_count=669 2248 1197 1986
internal_value=0.00151647 -3.14214e-05 0.0051329
internal_weight=657.409 437.403 220.007
internal_count=6100 3445 2655
is_linear=0
shrinkage=0.0150875


Tree=121
num_leaves=3
num_cat=0
split_feature=36 21
split_gain=20.0617 15.4319
threshold=1.0000000180025095e-35 10050.000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=2.6706244523160829e-05 -0.0016022171080313104 0.0059654887386089645
leaf_weight=172.21159710362554 192.61515289917588 286.84071131795645
leaf_count=1700 1442 2914
internal_value=0.00202893 0.00382502
internal_weight=651.667 459.052
internal_count=6056 4614
is_linear=0
shrinkage=0.0150875


Tree=122
num_leaves=2
num_cat=0
split_feature=7
split_gain=16.7089
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0034955684689186965 -0.0011364438524184713
leaf_weight=389.92001699283719 266.73240875080228
leaf_count=4224 1896
internal_value=0.00142669
internal_weight=656.652
internal_count=6120
is_linear=0
shrinkage=0.0150875


Tree=123
num_leaves=3
num_cat=0
split_feature=23 5
split_gain=18.0717 9.33229
threshold=16.650000000000002 912.78000000000009
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0052177248096149948 0.00018844667163314891 0.0044655869240246386
leaf_weight=68.507621757686138 305.76229176670313 279.96682909876108
leaf_count=514 2858 2745
internal_value=0.00143763 0.00244123
internal_weight=654.237 585.729
internal_count=6117 5603
is_linear=0
shrinkage=0.0150875


Tree=124
num_leaves=4
num_cat=0
split_feature=25 5 23
split_gain=18.6845 13.0271 11.2461
threshold=3.2000000000000006 767.40000000000009 66.730000000000018
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=1.7604100789458471e-05 -0.0049217624180367577 0.0055209410491272497 0.0022404288802537237
leaf_weight=225.72426411136985 133.406140062958 245.31766502559185 48.281550090759993
leaf_count=2056 1168 2390 480
internal_value=0.00140724 0.00310494 -0.00230269
internal_weight=652.73 471.042 181.688
internal_count=6094 4446 1648
is_linear=0
shrinkage=0.0150875


Tree=125
num_leaves=3
num_cat=0
split_feature=22 1
split_gain=14.4685 11.4949
threshold=1.5000000000000002 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=3.4310379855127762e-05 -0.00034533453429872677 0.0056498439826804647
leaf_weight=121.55342710018158 270.78012631088495 257.37567023932934
leaf_count=1320 1876 2889
internal_value=0.00191134 0.00384729
internal_weight=649.709 378.929
internal_count=6085 4209
is_linear=0
shrinkage=0.0150875


Tree=126
num_leaves=3
num_cat=0
split_feature=28 22
split_gain=18.559 11.9276
threshold=20.300000000000001 1.5000000000000002
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0045929852352444081 -0.0030576664825395024 1.9129976263799351e-05
leaf_weight=336.95692528784275 132.88812056556344 186.33720648661256
leaf_count=3795 1016 1347
internal_value=0.00150069 0.00290199
internal_weight=656.182 523.294
internal_count=6158 5142
is_linear=0
shrinkage=0.0150875


Tree=127
num_leaves=3
num_cat=0
split_feature=10 2
split_gain=14.7737 11.1925
threshold=1.5000000000000002 2.5000000000000004
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.0044804494331741346 -0.0020285911787914965 0.0030179834332510077
leaf_weight=220.90530763193965 286.71910417079926 145.19936296716332
leaf_count=2725 2230 1192
internal_value=0.00130782 -3.90331e-05
internal_weight=652.824 431.918
internal_count=6147 3422
is_linear=0
shrinkage=0.0150875


Tree=128
num_leaves=3
num_cat=0
split_feature=7 25
split_gain=17.4006 9.11399
threshold=38.495000000000012 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0033660974809573505 -1.3011829848439714e-05 -0.005833204712143083
leaf_weight=385.02683916687965 187.10207786038518 74.307632874697447
leaf_count=4224 1367 500
internal_value=0.00123082 -0.00144299
internal_weight=646.437 261.41
internal_count=6091 1867
is_linear=0
shrinkage=0.0150875


Tree=129
num_leaves=3
num_cat=0
split_feature=39 1
split_gain=17.9432 9.53373
threshold=1.0000000180025095e-35 22.500000000000004
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00071943427564455029 4.2734925627934619e-05 0.0059440630979558677
leaf_weight=345.90542631596327 100.39139473438263 203.35416071489453
leaf_count=2668 1117 2338
internal_value=0.00133086 0.00406428
internal_weight=649.651 303.746
internal_count=6123 3455
is_linear=0
shrinkage=0.0150875


Tree=130
num_leaves=2
num_cat=0
split_feature=7
split_gain=16.6777
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0037636431824705149 -0.00085461788184963618
leaf_weight=382.84181684628129 263.18562918528914
leaf_count=4210 1866
internal_value=0.001692
internal_weight=646.027
internal_count=6076
is_linear=0
shrinkage=0.0150875


Tree=131
num_leaves=3
num_cat=0
split_feature=23 31
split_gain=14.6237 9.44955
threshold=16.650000000000002 1.5000000000000002
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0044484352384258716 0.0013219091842131422 0.0078792490858561014
leaf_weight=69.638670954853296 507.02106346189976 68.737533196806908
leaf_count=523 4881 685
internal_value=0.00139693 0.00233072
internal_weight=645.397 575.759
internal_count=6089 5566
is_linear=0
shrinkage=0.0150875


Tree=132
num_leaves=2
num_cat=0
split_feature=7
split_gain=14.5757
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0035251185246175315 -0.00074941455415407105
leaf_weight=386.57479482516646 265.58138251677155
leaf_count=4281 1881
internal_value=0.00159605
internal_weight=652.156
internal_count=6162
is_linear=0
shrinkage=0.0150875


Tree=133
num_leaves=3
num_cat=0
split_feature=22 30
split_gain=14.7584 9.35892
threshold=1.5000000000000002 0.014523154162003202
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0044590425366181586 -0.0011563793673988309 -0.00029232677503230296
leaf_weight=300.63934768363833 272.775678999722 68.658156685531139
leaf_count=3462 1900 722
internal_value=0.00117558 0.00323044
internal_weight=642.073 369.298
internal_count=6084 4184
is_linear=0
shrinkage=0.0150875


Tree=134
num_leaves=3
num_cat=0
split_feature=23 30
split_gain=17.9565 11.1034
threshold=16.650000000000002 0.004886962399153501
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0052538085327416689 0.0036059152328742372 -0.00056955300261638962
leaf_weight=69.686651218682528 437.50157569721341 144.67967153713107
leaf_count=520 4323 1327
internal_value=0.0013369 0.00235203
internal_weight=651.868 582.181
internal_count=6170 5650
is_linear=0
shrinkage=0.0150875


Tree=135
num_leaves=3
num_cat=0
split_feature=36 5
split_gain=13.9958 11.6201
threshold=1.0000000180025095e-35 912.78000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=1.2164226195241627e-05 -0.0020986518499497364 0.0051293930880359651
leaf_weight=241.54002898558974 196.18862203508615 207.06843760237098
leaf_count=2432 1471 2209
internal_value=0.000916097 0.00251271
internal_weight=644.797 448.608
internal_count=6112 4641
is_linear=0
shrinkage=0.0150875


Tree=136
num_leaves=3
num_cat=0
split_feature=28 5
split_gain=15.4318 11.1224
threshold=49.495000000000012 912.78000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=9.3277642215164601e-06 -0.0049456539342887067 0.0045699234440576084
leaf_weight=307.87536764889956 63.747067954391241 267.52857298403978
leaf_count=2912 471 2704
internal_value=0.0013847 0.00231428
internal_weight=639.151 575.404
internal_count=6087 5616
is_linear=0
shrinkage=0.0150875


Tree=137
num_leaves=3
num_cat=0
split_feature=10 1
split_gain=18.7642 12.1299
threshold=2.5000000000000004 26.500000000000004
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=3.7003564538392906e-05 -0.0008714509899772437 0.006073887620348971
leaf_weight=108.41775504872203 312.90488524362445 219.51178042218089
leaf_count=1274 2126 2695
internal_value=0.00145019 0.00403666
internal_weight=640.834 327.93
internal_count=6095 3969
is_linear=0
shrinkage=0.0150875


Tree=138
num_leaves=4
num_cat=0
split_feature=14 21 23
split_gain=17.4883 13.3491 9.57612
threshold=6.5000000000000009 10050.000000000002 44.605000000000011
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=1.9280504061303715e-05 -0.0048851091019158554 0.0052687406149033184 0.0007506862785934135
leaf_weight=180.94883856549859 122.33595171198249 258.01669152081013 80.942036226391792
leaf_count=1829 803 2842 668
internal_value=0.00126585 0.00307232 -0.00202149
internal_weight=642.244 438.966 203.278
internal_count=6142 4671 1471
is_linear=0
shrinkage=0.0150875


Tree=139
num_leaves=3
num_cat=0
split_feature=28 39
split_gain=16.1549 10.6072
threshold=20.300000000000001 1.0000000180025095e-35
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=1.1459295554064858e-05 -0.00325865766094329 0.004524804613739615
leaf_weight=250.28298665955663 132.12286321073771 258.31887431815267
leaf_count=2033 1003 3086
internal_value=0.00102336 0.00238595
internal_weight=640.725 508.602
internal_count=6122 5119
is_linear=0
shrinkage=0.0150875


Tree=140
num_leaves=3
num_cat=0
split_feature=23 25
split_gain=17.3734 11.6811
threshold=9.3450000000000006 3.2000000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0062151397566340937 0.0034646421296730236 -0.00072707241656279852
leaf_weight=56.097249686717987 416.3689179867506 168.05058257654309
leaf_count=409 4156 1561
internal_value=0.00111358 0.00204482
internal_weight=640.517 584.42
internal_count=6126 5717
is_linear=0
shrinkage=0.0150875


Tree=141
num_leaves=3
num_cat=0
split_feature=5 10
split_gain=16.2333 10.1011
threshold=912.78000000000009 1.5000000000000002
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00092081781504567731 0.0075965642575869336 0.00078828208739430627
leaf_weight=347.46207885071635 106.01253243908286 181.28481239080429
leaf_count=3226 1381 1496
internal_value=0.000991939 0.00372636
internal_weight=634.759 287.297
internal_count=6103 2877
is_linear=0
shrinkage=0.0150875


Tree=142
num_leaves=3
num_cat=0
split_feature=5 36
split_gain=12.7061 9.69783
threshold=767.40000000000009 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.00088911616476121435 0.0048060406987993631 3.8455315348053799e-05
leaf_weight=300.51873493567109 239.87400188669562 98.644600976258516
leaf_count=2746 2592 779
internal_value=0.00105505 0.00314165
internal_weight=639.037 338.519
internal_count=6117 3371
is_linear=0
shrinkage=0.0150875


Tree=143
num_leaves=2
num_cat=0
split_feature=10
split_gain=11.9766
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.003950046325990714 -0.00022413594860998465
leaf_weight=207.81319577246904 429.73756282776594
leaf_count=2677 3434
internal_value=0.000949329
internal_weight=637.551
internal_count=6111
is_linear=0
shrinkage=0.0150875


Tree=144
num_leaves=3
num_cat=0
split_feature=10 21
split_gain=13.2478 9.24866
threshold=1.5000000000000002 7535.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=7.7656374463516188e-05 3.8108377742916623e-06 0.0062931107503975854
leaf_weight=52.364354871213436 423.97799477353692 154.50783666223288
leaf_count=659 3394 2012
internal_value=0.00128122 0.00440229
internal_weight=630.85 206.872
internal_count=6065 2671
is_linear=0
shrinkage=0.0150875


Tree=145
num_leaves=3
num_cat=0
split_feature=23 3
split_gain=13.794 9.56853
threshold=9.3450000000000006 6.5000000000000009
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0053975243310575129 0.000475633096179516 0.0054604338067718236
leaf_weight=57.51116668432951 444.39265922829509 134.35307084396482
leaf_count=416 4319 1375
internal_value=0.000988705 0.00185071
internal_weight=636.257 578.746
internal_count=6110 5694
is_linear=0
shrinkage=0.0150875


Tree=146
num_leaves=4
num_cat=0
split_feature=25 10 2
split_gain=17.363 10.0835 9.75646
threshold=3.2000000000000006 2.5000000000000004 2.5000000000000004
decision_type=2 2 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0049966807970251177 -0.0056108117077395686 1.5682627480290682e-05 0.0002083858557906926
leaf_weight=232.72019266337156 105.28437363356352 221.112907435745 73.501673810184002
leaf_count=2908 939 1514 711
internal_value=0.00109353 0.00279184 -0.00251542
internal_weight=632.619 453.833 178.786
internal_count=6072 4422 1650
is_linear=0
shrinkage=0.0150875


Tree=147
num_leaves=3
num_cat=0
split_feature=25 27
split_gain=15.1912 9.0766
threshold=3.2000000000000006 9.8250000000000011
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=0.0027790227111388313 -2.159745342974064e-05 -0.0074707157512709068
leaf_weight=455.80153424665332 128.74536900222301 49.685270514339209
leaf_count=4462 1275 375
internal_value=0.00119842 -0.00213751
internal_weight=634.232 178.431
internal_count=6112 1650
is_linear=0
shrinkage=0.0150875


Tree=148
num_leaves=4
num_cat=0
split_feature=14 25 1
split_gain=18.0517 12.5236 11.5964
threshold=6.5000000000000009 1.0000000180025095e-35 32.500000000000007
decision_type=2 2 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=1.4391756736703367e-05 -3.1879041119400112e-05 -0.0068597302953528816 0.0054119720105253698
leaf_weight=223.76435653120279 122.3228705637157 82.79929306358099 210.4085158854723
leaf_count=2319 889 603 2345
internal_value=0.000988293 -0.00236314 0.00285919
internal_weight=639.295 205.122 434.173
internal_count=6156 1492 4664
is_linear=0
shrinkage=0.0150875


Tree=149
num_leaves=2
num_cat=0
split_feature=14
split_gain=14.1999
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0030108321629061805 -0.0015235844141503288
leaf_weight=430.16911252960563 203.79508474469185
leaf_count=4643 1475
internal_value=0.00135719
internal_weight=633.964
internal_count=6118
is_linear=0
shrinkage=0.0150875


Tree=150
num_leaves=3
num_cat=0
split_feature=36 5
split_gain=13.8735 11.0208
threshold=1.0000000180025095e-35 833.33500000000015
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=1.4248562321878353e-05 -0.0017693384215927387 0.0052696504370267992
leaf_weight=224.44863910973072 193.79787657037377 213.01634863764048
leaf_count=2286 1451 2348
internal_value=0.00120088 0.00280144
internal_weight=631.263 437.465
internal_count=6085 4634
is_linear=0
shrinkage=0.0150875


Tree=151
num_leaves=3
num_cat=0
split_feature=11 25
split_gain=11.2689 12.2999
threshold=10025.000000000002 19.560000000000006
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0007275306564975152 0.0037165594521392079 -0.0058981545679741903
leaf_weight=325.57342623919249 234.23699600622058 72.961675018072128
leaf_count=3020 2442 666
internal_value=0.00106368 -0.000194415
internal_weight=632.772 398.535
internal_count=6128 3686
is_linear=0
shrinkage=0.0150875


Tree=152
num_leaves=3
num_cat=0
split_feature=28 4
split_gain=12.1797 11.8221
threshold=20.300000000000001 0.57515000000000016
decision_type=2 8
left_child=1 -1
right_child=-2 -3
leaf_value=0.0041233005606008781 -0.002653870042532076 -7.1840329243174706e-05
leaf_weight=295.72366069257259 134.59491879865527 200.4512662962079
leaf_count=3065 1018 2028
internal_value=0.000947283 0.00217875
internal_weight=630.77 496.175
internal_count=6111 5093
is_linear=0
shrinkage=0.0150875


Tree=153
num_leaves=2
num_cat=0
split_feature=22
split_gain=12.259
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0028002241368678253 -0.0012354719228108151
leaf_weight=361.33875964581966 272.32941560447216
leaf_count=4247 1906
internal_value=0.000872177
internal_weight=633.668
internal_count=6153
is_linear=0
shrinkage=0.0150875


Tree=154
num_leaves=2
num_cat=0
split_feature=10
split_gain=14.9819
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0031665162799845614 -0.0013234792882693212
leaf_weight=316.80172165110707 313.30096941813827
leaf_count=3979 2136
internal_value=0.000740597
internal_weight=630.103
internal_count=6115
is_linear=0
shrinkage=0.0150875


Tree=155
num_leaves=2
num_cat=0
split_feature=10
split_gain=11.0755
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0036945519515432755 -0.00038783432557983055
leaf_weight=202.55281966552138 426.43187084048986
leaf_count=2688 3428
internal_value=0.00073696
internal_weight=628.985
internal_count=6116
is_linear=0
shrinkage=0.0150875


Tree=156
num_leaves=3
num_cat=0
split_feature=1 10
split_gain=13.9032 10.1486
threshold=26.500000000000004 2.5000000000000004
decision_type=10 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0014744773190047793 0.0053056246091568214 1.9406134375184892e-05
leaf_weight=260.74076914042234 189.997034791857 180.14780474454165
leaf_count=2447 2452 1227
internal_value=0.000883496 0.00287684
internal_weight=630.886 370.145
internal_count=6126 3679
is_linear=0
shrinkage=0.0150875


Tree=157
num_leaves=2
num_cat=0
split_feature=36
split_gain=13.6166
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0024178530237113777 -0.0021837990242470928
leaf_weight=432.98118879646063 195.05874830111861
leaf_count=4627 1468
internal_value=0.000790133
internal_weight=628.04
internal_count=6095
is_linear=0
shrinkage=0.0150875


Tree=158
num_leaves=3
num_cat=0
split_feature=23 25
split_gain=17.2934 9.92772
threshold=16.650000000000002 3.2000000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0057045985040595926 0.0032369463717693832 -0.00068661664005592496
leaf_weight=69.526162844151258 399.07807185128331 158.05667757987976
leaf_count=519 4087 1502
internal_value=0.000845404 0.00189889
internal_weight=626.661 557.135
internal_count=6108 5589
is_linear=0
shrinkage=0.0150875


Tree=159
num_leaves=4
num_cat=0
split_feature=25 1 23
split_gain=13.3901 10.531 10.4069
threshold=3.2000000000000006 13.500000000000002 52.955000000000005
decision_type=2 10 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0013172105773474399 -0.0054529620325452091 0.0036626410836169063 0.0007143075630135163
leaf_weight=85.834689665585756 106.2199842594564 364.11128186061978 76.347191385924816
leaf_count=829 907 3647 774
internal_value=0.000898363 0.00242863 -0.00218846
internal_weight=632.513 449.946 182.567
internal_count=6157 4476 1681
is_linear=0
shrinkage=0.0150875


Tree=160
num_leaves=3
num_cat=0
split_feature=23 25
split_gain=15.1331 10.3712
threshold=16.650000000000002 3.2000000000000006
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0053535661421261222 0.0031758170844832147 -0.00089075667921861769
leaf_weight=69.21536523476243 390.6788216419518 159.59062841907144
leaf_count=510 4039 1510
internal_value=0.000761559 0.00176867
internal_weight=619.485 550.269
internal_count=6059 5549
is_linear=0
shrinkage=0.0150875


Tree=161
num_leaves=3
num_cat=0
split_feature=10 21
split_gain=12.5538 9.57553
threshold=1.5000000000000002 7535.0000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=7.4750800159916936e-05 -0.00011327879831375772 0.0062221689237685384
leaf_weight=50.161704957485199 424.566057510674 147.52216386049986
leaf_count=652 3431 1999
internal_value=0.00107368 0.00422528
internal_weight=622.25 197.684
internal_count=6082 2651
is_linear=0
shrinkage=0.0150875


Tree=162
num_leaves=2
num_cat=0
split_feature=39
split_gain=10.9597
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.00093383925393602087 0.0029305567495907636
leaf_weight=338.19240369647741 281.685830373317
leaf_count=2647 3429
internal_value=0.000626576
internal_weight=619.878
internal_count=6076
is_linear=0
shrinkage=0.0150875


Tree=163
num_leaves=3
num_cat=0
split_feature=31 25
split_gain=12.5642 10.4177
threshold=1.5000000000000002 3.2000000000000006
decision_type=10 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.0011759992405900015 0.0064469058772180891 -0.0033723397875058737
leaf_weight=391.47102263197303 72.396079782396555 157.64521894976497
leaf_count=3903 743 1433
internal_value=0.000645905 1.45837e-06
internal_weight=621.512 549.116
internal_count=6079 5336
is_linear=0
shrinkage=0.0150875


Tree=164
num_leaves=3
num_cat=0
split_feature=30 23
split_gain=11.534 10.7884
threshold=0.019889235087764953 9.3450000000000006
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=-0.0037338669547357858 -0.0033758161732213876 0.0027693583565975739
leaf_weight=48.388274002820253 98.281442668288946 478.72677031159401
leaf_count=352 881 4894
internal_value=0.000886519 0.00192356
internal_weight=625.396 527.115
internal_count=6127 5246
is_linear=0
shrinkage=0.0150875


Tree=165
num_leaves=2
num_cat=0
split_feature=5
split_gain=12.6085
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0012111798742779826 0.0029669341304567388
leaf_weight=344.95084366202354 281.28779637813568
leaf_count=3244 2909
internal_value=0.000471918
internal_weight=626.239
internal_count=6153
is_linear=0
shrinkage=0.0150875


Tree=166
num_leaves=3
num_cat=0
split_feature=5 36
split_gain=14.1129 9.66673
threshold=767.40000000000009 1.0000000180025095e-35
decision_type=2 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0010798408999812136 0.0049795983022135094 3.9451091665732763e-05
leaf_weight=294.49584758654237 228.06153398007154 96.66470954939723
leaf_count=2726 2575 764
internal_value=0.00100163 0.00326519
internal_weight=619.222 324.726
internal_count=6065 3339
is_linear=0
shrinkage=0.0150875


Tree=167
num_leaves=2
num_cat=0
split_feature=23
split_gain=11.4308
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0045190970439236994 0.0015984233545168292
leaf_weight=69.822163637727499 553.96959627047181
leaf_count=514 5599
internal_value=0.000705854
internal_weight=623.792
internal_count=6113
is_linear=0
shrinkage=0.0150875


Tree=168
num_leaves=2
num_cat=0
split_feature=7
split_gain=10.4213
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0026669655847139134 -0.0010784943456095322
leaf_weight=357.98291315883398 258.94117435067892
leaf_count=4189 1864
internal_value=0.000895951
internal_weight=616.924
internal_count=6053
is_linear=0
shrinkage=0.0150875


Tree=169
num_leaves=2
num_cat=0
split_feature=10
split_gain=12.0473
threshold=2.5000000000000004
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0029124993101319239 -0.0011155005134245507
leaf_weight=310.96973645687103 310.93989597633481
leaf_count=4000 2121
internal_value=0.000702701
internal_weight=621.91
internal_count=6121
is_linear=0
shrinkage=0.0150875


Tree=170
num_leaves=3
num_cat=0
split_feature=10 2
split_gain=11.7456 9.89658
threshold=1.5000000000000002 2.5000000000000004
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.0038195066926266104 -0.0023283222384899243 0.0023606801890482601
leaf_weight=194.92393925786018 281.1005210056901 140.72223601862788
leaf_count=2657 2215 1199
internal_value=0.000695307 -0.000465692
internal_weight=616.747 421.823
internal_count=6071 3414
is_linear=0
shrinkage=0.0150875


Tree=171
num_leaves=2
num_cat=0
split_feature=2
split_gain=10.5382
threshold=2.5000000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00062519156464605678 0.0032959362529231561
leaf_weight=399.44997683167458 223.8408834002912
leaf_count=3804 2346
internal_value=0.000590351
internal_weight=623.291
internal_count=6150
is_linear=0
shrinkage=0.0150875


Tree=172
num_leaves=2
num_cat=0
split_feature=39
split_gain=13.2632
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0011346311594000727 0.0031518831036581002
leaf_weight=340.32806518673897 279.57391613721848
leaf_count=2677 3439
internal_value=0.000603084
internal_weight=619.902
internal_count=6116
is_linear=0
shrinkage=0.0150875


Tree=173
num_leaves=2
num_cat=0
split_feature=36
split_gain=11.1488
threshold=1.0000000180025095e-35
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020327936455365857 -0.0021792014770555574
leaf_weight=422.77106732875109 194.2789126932621
leaf_count=4630 1467
internal_value=0.000504954
internal_weight=617.05
internal_count=6097
is_linear=0
shrinkage=0.0150875


Tree=174
num_leaves=2
num_cat=0
split_feature=14
split_gain=12.0707
threshold=6.5000000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0025096153334786858 -0.0017485818991426413
leaf_weight=418.25147233903408 201.87646649032831
leaf_count=4672 1464
internal_value=0.000923177
internal_weight=620.128
internal_count=6136
is_linear=0
shrinkage=0.0150875


Tree=175
num_leaves=2
num_cat=0
split_feature=23
split_gain=11.3764
threshold=9.3450000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0052779936238992265 0.0014408717129284199
leaf_weight=56.280603241175413 560.07957491651177
leaf_count=398 5683
internal_value=0.000615037
internal_weight=616.36
internal_count=6081
is_linear=0
shrinkage=0.0150875


Tree=176
num_leaves=2
num_cat=0
split_feature=1
split_gain=11.1323
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0017023752547398203 0.002405788424941495
leaf_weight=194.93557201698422 426.67311420291662
leaf_count=1854 4274
internal_value=0.000917605
internal_weight=621.609
internal_count=6128
is_linear=0
shrinkage=0.0150875


Tree=177
num_leaves=3
num_cat=0
split_feature=25 5
split_gain=12.6286 9.56551
threshold=5.0650000000000004 767.40000000000009
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=1.2696691872608093e-05 -0.0022461744525983604 0.0045182845310881995
leaf_weight=219.64335938543081 172.44317452982068 224.20763073116541
leaf_count=2086 1612 2410
internal_value=0.000850595 0.00233548
internal_weight=616.294 443.851
internal_count=6108 4496
is_linear=0
shrinkage=0.0150875


Tree=178
num_leaves=2
num_cat=0
split_feature=5
split_gain=12.3948
threshold=912.78000000000009
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0010292741612380413 0.0031223796249680432
leaf_weight=339.81368945166469 274.59470264986157
leaf_count=3211 2893
internal_value=0.000629031
internal_weight=614.408
internal_count=6104
is_linear=0
shrinkage=0.0150875


Tree=179
num_leaves=2
num_cat=0
split_feature=28
split_gain=10.7357
threshold=20.300000000000001
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0019613588092399371 -0.0025712861669891151
leaf_weight=482.7012151516974 137.41181921958923
leaf_count=5103 1043
internal_value=0.000753904
internal_weight=620.113
internal_count=6146
is_linear=0
shrinkage=0.0150875


Tree=180
num_leaves=2
num_cat=0
split_feature=1
split_gain=9.45497
threshold=26.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0010405519986242265 0.002516397303641736
leaf_weight=259.46231580153108 359.6307676397264
leaf_count=2461 3675
internal_value=0.000827458
internal_weight=619.093
internal_count=6136
is_linear=0
shrinkage=0.0150875


Tree=181
num_leaves=3
num_cat=0
split_feature=2 14
split_gain=12.7821 9.21322
threshold=2.5000000000000004 8.5000000000000018
decision_type=10 2
left_child=1 -1
right_child=-2 -3
leaf_value=0.00056988538563352718 0.0038610568961585561 -0.0043606478919008445
leaf_weight=289.94864642247558 219.62929606810212 107.03788219019771
leaf_count=3064 2326 723
internal_value=0.000885691 -0.000458811
internal_weight=616.616 396.987
internal_count=6113 3787
is_linear=0
shrinkage=0.0150875


Tree=182
num_leaves=2
num_cat=0
split_feature=28
split_gain=10.5989
threshold=19.985000000000003
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0020050113984176449 -0.002420127650015094
leaf_weight=474.62692505866289 144.0840786844492
leaf_count=5019 1098
internal_value=0.000771398
internal_weight=618.711
internal_count=6117
is_linear=0
shrinkage=0.0150875


Tree=183
num_leaves=3
num_cat=0
split_feature=10 2
split_gain=12.6257 11.0291
threshold=1.5000000000000002 2.5000000000000004
decision_type=2 10
left_child=-1 -2
right_child=1 -3
leaf_value=0.0041603631468932149 -0.0022271040368652801 0.0028362681904995912
leaf_weight=193.12754454836249 280.98100911453366 137.03917841985822
leaf_count=2687 2220 1184
internal_value=0.000938559 -0.000265044
internal_weight=611.148 418.02
internal_count=6091 3404
is_linear=0
shrinkage=0.0150875


Tree=184
num_leaves=2
num_cat=0
split_feature=7
split_gain=11.7712
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0027943126443427157 -0.0012235661076689577
leaf_weight=356.0154834613204 256.86053321510553
leaf_count=4238 1863
internal_value=0.000910033
internal_weight=612.876
internal_count=6101
is_linear=0
shrinkage=0.0150875


Tree=185
num_leaves=2
num_cat=0
split_feature=1
split_gain=9.4601
threshold=20.500000000000004
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.0017693759663289291 0.0020583534224673304
leaf_weight=194.99244230240583 418.64810200035572
leaf_count=1860 4243
internal_value=0.000639779
internal_weight=613.641
internal_count=6103
is_linear=0
shrinkage=0.0150875


Tree=186
num_leaves=2
num_cat=0
split_feature=10
split_gain=10.666
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0034772595755949874 -0.00067898941982544314
leaf_weight=191.00538905709982 421.8963984400034
leaf_count=2676 3439
internal_value=0.00042145
internal_weight=612.902
internal_count=6115
is_linear=0
shrinkage=0.0150875


Tree=187
num_leaves=2
num_cat=0
split_feature=23
split_gain=11.1683
threshold=16.650000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=-0.0047249451528161889 0.0013932646764623113
leaf_weight=69.844033371657133 542.69765584170818
leaf_count=517 5601
internal_value=0.000484105
internal_weight=612.542
internal_count=6118
is_linear=0
shrinkage=0.0150875


Tree=188
num_leaves=3
num_cat=0
split_feature=1 39
split_gain=10.4935 9.92329
threshold=26.500000000000004 1.0000000180025095e-35
decision_type=10 2
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0014700679899712602 1.4412485125521491e-05 0.0050937817104342916
leaf_weight=254.93328079581261 193.54092916846275 163.68810341507196
leaf_count=2435 1561 2118
internal_value=0.000574236 0.00237723
internal_weight=612.162 357.229
internal_count=6114 3679
is_linear=0
shrinkage=0.0150875


Tree=189
num_leaves=2
num_cat=0
split_feature=3
split_gain=12.6122
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00062710936876377965 0.004327984902478807
leaf_weight=464.6626338288188 144.96129878237844
leaf_count=4603 1508
internal_value=0.000357973
internal_weight=609.624
internal_count=6111
is_linear=0
shrinkage=0.0150875


Tree=190
num_leaves=2
num_cat=0
split_feature=25
split_gain=9.78104
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.002049930548831882 -0.0019320111190993458
leaf_weight=432.04299245774746 179.43446299806237
leaf_count=4439 1681
internal_value=0.000677854
internal_weight=611.477
internal_count=6120
is_linear=0
shrinkage=0.0150875


Tree=191
num_leaves=2
num_cat=0
split_feature=10
split_gain=10.755
threshold=1.5000000000000002
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.003507965279307532 -0.00068661652896397475
leaf_weight=189.12251990661025 417.54354386776686
leaf_count=2674 3420
internal_value=0.000424211
internal_weight=606.666
internal_count=6094
is_linear=0
shrinkage=0.0150875


Tree=192
num_leaves=2
num_cat=0
split_feature=25
split_gain=10.949
threshold=3.2000000000000006
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0016992866772573753 -0.0026449696688306476
leaf_weight=433.1311901807785 178.00413863733411
leaf_count=4465 1655
internal_value=0.000229491
internal_weight=611.135
internal_count=6120
is_linear=0
shrinkage=0.0150875


Tree=193
num_leaves=2
num_cat=0
split_feature=7
split_gain=9.50476
threshold=38.495000000000012
decision_type=2
left_child=-1
right_child=-2
leaf_value=0.0022006387714982715 -0.0014679396763985285
leaf_weight=350.7315413467586 260.78339441120625
leaf_count=4227 1891
internal_value=0.000435334
internal_weight=611.515
internal_count=6118
is_linear=0
shrinkage=0.0150875


Tree=194
num_leaves=2
num_cat=0
split_feature=4
split_gain=10.26
threshold=0.57515000000000016
decision_type=8
left_child=-1
right_child=-2
leaf_value=0.0022071800592679078 -0.0016298197135803535
leaf_weight=364.4114048704505 249.41885041818023
leaf_count=3712 2430
internal_value=0.00044755
internal_weight=613.83
internal_count=6142
is_linear=0
shrinkage=0.0150875


Tree=195
num_leaves=3
num_cat=0
split_feature=2 30
split_gain=9.91722 12.6584
threshold=2.5000000000000004 0.019889235087764953
decision_type=10 2
left_child=1 -1
right_child=-2 -3
leaf_value=-3.4833749046257896e-06 0.0029984889720055556 -0.0072267166059436939
leaf_weight=331.8434742949903 216.81656040251255 58.919604003429413
leaf_count=3248 2337 513
internal_value=0.000281354 -0.000918689
internal_weight=607.58 390.763
internal_count=6098 3761
is_linear=0
shrinkage=0.0150875


Tree=196
num_leaves=2
num_cat=0
split_feature=3
split_gain=9.29709
threshold=6.5000000000000009
decision_type=10
left_child=-1
right_child=-2
leaf_value=-0.00057646795619936339 0.0037301467021459552
leaf_weight=465.10332490503788 140.4608121663332
leaf_count=4604 1477
internal_value=0.000227117
internal_weight=605.564
internal_count=6081
is_linear=0
shrinkage=0.0150875


Tree=197
num_leaves=3
num_cat=0
split_feature=1 11
split_gain=10.9356 9.23644
threshold=26.500000000000004 14050.000000000002
decision_type=10 2
left_child=1 -1
right_child=-2 -3
leaf_value=-0.0036543694466990295 0.0023410306606877298 0.0019079488804761935
leaf_weight=185.79619161039591 351.95793140679598 71.347143497318029
leaf_count=1717 3644 751
internal_value=0.000468427 -0.00161665
internal_weight=609.101 257.143
internal_count=6112 2468
is_linear=0
shrinkage=0.0150875


end of trees

feature_importances:
odgt0_m12_num=80
m_c_over_due_cnt=35
loan_os_prcp_orig_prcp_pc=35
ovd_days_d30_num_m6=34
odgt0_m12_mob_pc=33
setl_int_mon=25
setl_prcp_mon_ratio=21
loannum=19
repay_amount_last_month_loan_os_prcp_pc=16
cur_od_loan_amt=12
sum_orig_prcp=10
sum_month3_new_loan=9
acc_ps_perd_no=8
all_repay_amount_m3_shd_amt_pc=5
tothismonthodcontiaddnumm12=5
apply_amt_avg_m12=4
sum_card_mob12_neverdur=3
loan_reject_rate_3m=2
end_loan_to_cur_freq=2
nosvaing_bank_cnt_1m=2
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: 200]
[learning_rate: 0.0150875]
[num_leaves: 10]
[num_threads: 4]
[seed: 1010]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 2]
[min_data_in_leaf: 416]
[min_sum_hessian_in_leaf: 0.00957255]
[bagging_fraction: 0.890931]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17402]
[bagging_by_query: 0]
[feature_fraction: 0.815039]
[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: 8.1365]
[lambda_l2: 0.406807]
[linear_lambda: 0]
[min_gain_to_split: 9.04206]
[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: 12.1567]
[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: 1.8174]
[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:[]
