tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=39
objective=binary sigmoid:1
feature_names=min_apply_amt grade_limit_amount orig_prcp_avg_m12 shd_pre_repay_amt_rate ps_int_amt_avg repay_amount_m6_all_shd_amt_pc useratemore90maxcontimonsm12 suc_apprv_num_m6 shd_pre_repay_cnt ps_int_amt_sum avg_tnr repay_amount_all_shd_amt_pc loan_os_prcp_gt0_m12_num_pc loan_os_prcp_credit_amount_m12 cre_now_l60_used_amt_m_max min_tnr t_ps_od_days_max cre_now_l30_used_amt_d_max useratemore70_m6_num useratemore70monthsubcurmonth max_loan_os_prcp_m12 s_ps_od_days_max f_ps_od_days_max cre_now_l30_limit_left_d_min cre_l90_used_limit_amt_min available_limit_amt cre_now_l90_limit_left_d_min end_loan_to_rep_loan_freq loan_os_prcp_credit_amount_m3 loan_os_prcp_credit_amount_m6 cre_now_p1m_used_rate_m useratemore50maxcontimonsm12 cre_now_l60_usedrate_m_max cre_l60_used_limit_rate_min useratemore90_m3_num last_clear_num_m1 cre_now_l60_limit_left_d_max apprv_num_m1 cre_l30_l90_used_amt_m_min setl_rem_prcp_paym_m3_num
feature_infos=[0:199900] [0:200000] [0:163133.3333] [0:1] [0:1194.0856000000001] [-9998:100] [0:12] [0:287] [0:11497] [0:40772.739999999998] [0:24] [-9998:100] [0:114.81] [-9998:4920] [0:166000] [0:24] [0:196] [0:1] [0:6] [0:99999] [0:196700] [0:99] [0:107] [-1680:235044.5] [0:148000] [0:195506.28] [-1680:728536] [-99999:3496] [-9998:4935.3500000000004] [-9998:4571.6099999999997] [-60:9.1311] [0:12] [0:15.666700000000001] [0:26.666699999999999] [0:3] [0:56] [-15685.8824:309.70909999999998] [0:397] [0:132000] [0:3]
tree_sizes=570 601 601 594 591 594 596 590 594 597 604 589 599 593 593 601 597 606 599 593 591 595 596 597 592 605 595 597 600 595 595 596 596 595 599 601 592 593 595 592 593 592 592 593 595 599 589 593 597 599 600 594 595 588 594 594 594 596 601 597 597 599 595 596 601 592 601 597 597 599 593 597 592 594 592 596 596 591 603 601 591 597 601 601 592 596 599 602 594 595 594 596 595 597 598 600 602 599 593 588 596 489 594 598 598 597 598 590 594 600 599 595 593 595 605 602 596 601 592 598 594 599 595 595 604 598 600 594 592 606 594 596 587 595 598 601 601 593 591 595 603 601 600 594 603 595 599 599 597 599 599 599 597 598 596 591 597 597 592 599 605 602 599 595 593 595 590 591 594 595 596 605 599 598 598 598 594 597 606 598 593 600 597 599 599 598 597 589 601 593 591 599 593 593 602 594 600 594 609 594 593 596 600 604 591 596 597 602 603 589 598 598 591 598 604 599 599 602 601 598 597 594 593 590 603 591 598 602 602 595 607 594 599 601 600 597 601 598 597 597 589 599 596 596 597 596 595 600 598 597 592 596 599 593 596 592 598 598 489 596 598 600 601 599 600 600 603 595 600 598 591 592 598 594 597 590 597 599 599 593 593 595 598 595 597 600 602 592 604 586 603 603 593 599 596 599 596 600 596 603

Tree=0
num_leaves=4
num_cat=0
split_feature=22 24 16
split_gain=777.315 361.085 147.939
threshold=1.0000000180025095e-35 833.54500000000019 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-2.4007727857043428 -2.4085220737507149 -2.3835903394839479 -2.3747066805915691
leaf_weight=424.76117287576199 968.16928543150425 777.9365716651082 27.185837186872959
leaf_count=5374 12434 9513 325
internal_value=-2.39776 -2.38966 -2.40753
internal_weight=2198.05 1202.7 995.355
internal_count=27646 14887 12759
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=37 21 21
split_gain=426.953 322.358 64.1649
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.017932526551082122 0.0016219497751084875 0.0045891214398830682 -0.0084633576697922541
leaf_weight=913.26780238002539 294.66409513354301 734.27592622488737 264.99401727318764
leaf_count=11129 3720 9271 3442
internal_value=0.00815276 0.0119916 -0.00311008
internal_weight=2207.2 1647.54 559.658
internal_count=27562 20400 7162
is_linear=0
shrinkage=0.0149828


Tree=2
num_leaves=4
num_cat=0
split_feature=25 16 33
split_gain=434.855 252.345 161.088
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00017040355241981932 0.0085649552052509941 -0.0038281581948167013 0.019915948182733789
leaf_weight=100.38796666264534 821.25586694478989 663.41003844887018 633.63981741666794
leaf_count=1277 10117 8502 7638
internal_value=0.00769382 0.00302176 0.0171129
internal_weight=2218.69 1484.67 734.028
internal_count=27534 18619 8915
is_linear=0
shrinkage=0.0149828


Tree=3
num_leaves=4
num_cat=0
split_feature=22 9 25
split_gain=691.747 385.979 134.271
threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.011024722932124911 0.0064362245251022255 0.032457920735875001 -0.005387303883872068
leaf_weight=1005.2338625863194 310.0206149071455 230.71206287294626 688.65857385098934
leaf_count=12163 3837 2657 8889
internal_value=0.00756415 0.0150497 -0.00168686
internal_weight=2234.63 1235.95 998.679
internal_count=27546 14820 12726
is_linear=0
shrinkage=0.0149828


Tree=4
num_leaves=4
num_cat=0
split_feature=21 24 16
split_gain=395.291 322.108 209.948
threshold=1.0000000180025095e-35 726.03500000000008 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0023956466973181299 -0.0010598325873059406 0.018596822957718882 0.027178913634854095
leaf_weight=409.38599364459515 942.91945907473564 841.5096427500248 60.312299266457558
leaf_count=5061 11979 9855 705
internal_value=0.00768288 0.0132957 0.000671398
internal_weight=2254.13 1250.9 1003.23
internal_count=27600 14916 12684
is_linear=0
shrinkage=0.0149828


Tree=5
num_leaves=4
num_cat=0
split_feature=33 21 36
split_gain=423.514 353.619 63.7456
threshold=0.27705000000000007 1.0000000180025095e-35 0.99995000000000012
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0055053608773616911 0.019279884802333998 0.0041854813126466495 0.0028294020725819734
leaf_weight=347.26499304175377 810.28146145492792 611.91235381364822 496.6588974148035
leaf_count=4422 9360 7653 6122
internal_value=0.00780597 0.0127906 -0.00057597
internal_weight=2266.12 1422.19 843.924
internal_count=27557 17013 10544
is_linear=0
shrinkage=0.0149828


Tree=6
num_leaves=4
num_cat=0
split_feature=22 8 25
split_gain=616.457 247.557 153.196
threshold=1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.01118554133038077 0.0071484961901196725 0.028758652199266471 -0.0054068894204463147
leaf_weight=1047.3009540140629 314.40498126298189 216.28840781003237 694.14276158064604
leaf_count=12287 3831 2409 8952
internal_value=0.00725026 0.0142152 -0.00146308
internal_weight=2272.14 1263.59 1008.55
internal_count=27479 14696 12783
is_linear=0
shrinkage=0.0149828


Tree=7
num_leaves=4
num_cat=0
split_feature=22 27 16
split_gain=658.826 260.478 130.031
threshold=1.0000000180025095e-35 1802.5000000000002 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.011738036662914961 -0.0030626666974275553 0.03149773054749503 0.020537915268327878
leaf_weight=1111.8485293611884 951.22257260233164 171.55379917472601 52.657826296985149
leaf_count=12878 12141 1856 607
internal_value=0.00729986 0.0144044 -0.00176959
internal_weight=2287.28 1283.4 1003.88
internal_count=27482 14734 12748
is_linear=0
shrinkage=0.0149828


Tree=8
num_leaves=4
num_cat=0
split_feature=16 16 13
split_gain=274.911 251.357 202.495
threshold=1.0000000180025095e-35 7.5000000000000009 28.525000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0023035405301990142 -0.00092561104719556648 0.026721335047645151 0.014164212246771876
leaf_weight=193.76232062280178 936.50619983673096 77.327798992395401 1090.4420198723674
leaf_count=2359 11754 858 12482
internal_value=0.00705348 0.00121358 0.0116537
internal_weight=2298.04 1013.83 1284.2
internal_count=27453 12612 14841
is_linear=0
shrinkage=0.0149828


Tree=9
num_leaves=4
num_cat=0
split_feature=22 24 37
split_gain=609.148 300.353 92.2218
threshold=1.0000000180025095e-35 1222.0250000000003 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0058901653239078512 0.0015793996327387639 0.020329468516648061 -0.0083711759319973454
leaf_weight=566.63525297492743 710.19251452386379 756.13731405138969 292.49495358020067
leaf_count=6633 8867 8239 3835
internal_value=0.00747877 0.0141483 -0.0013063
internal_weight=2325.46 1322.77 1002.69
internal_count=27574 14872 12702
is_linear=0
shrinkage=0.0149828


Tree=10
num_leaves=4
num_cat=0
split_feature=22 37 37
split_gain=506.207 245.986 98.3848
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.016121635873543778 0.001556077310529075 0.00041752373539222698 -0.0087818303552768089
leaf_weight=1031.6331422552466 714.98090771585703 285.22445610910654 286.88782816380262
leaf_count=11332 8913 3342 3791
internal_value=0.00661583 0.0127159 -0.00138858
internal_weight=2318.73 1316.86 1001.87
internal_count=27378 14674 12704
is_linear=0
shrinkage=0.0149828


Tree=11
num_leaves=4
num_cat=0
split_feature=13 20 1
split_gain=193.858 94.3108 56.2894
threshold=49.705000000000005 13799.970000000003 84500.000000000015
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.021508461922668441 0.0072748063762242384 0.015797102546771163 -0.0012532456688820076
leaf_weight=22.539226800203323 1314.5010372325778 377.36386661976576 631.16421671956778
leaf_count=264 15351 4228 7694
internal_value=0.00651218 0.00918748 -0.000385294
internal_weight=2345.57 1691.86 653.703
internal_count=27537 19579 7958
is_linear=0
shrinkage=0.0149828


Tree=12
num_leaves=4
num_cat=0
split_feature=25 16 16
split_gain=403.612 154.38 97.7779
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.019869642100086692 0.0062102036875514577 -0.0032821324583921932 0.0092621780961200367
leaf_weight=449.35172215104103 893.94336909800768 668.82136767357588 352.91011183708906
leaf_count=4846 10190 8461 4109
internal_value=0.00658399 0.00214232 0.0152092
internal_weight=2365.03 1562.76 802.262
internal_count=27606 18651 8955
is_linear=0
shrinkage=0.0149828


Tree=13
num_leaves=4
num_cat=0
split_feature=22 24 37
split_gain=502.922 243.5 107.077
threshold=1.0000000180025095e-35 833.54500000000019 1.0000000180025095e-35
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0034677832859408095 0.0015631389130220693 0.016928872038870012 -0.0091978808496593189
leaf_weight=452.72966661304235 724.5416421443224 906.92665468901396 287.147296667099
leaf_count=5227 8936 9561 3803
internal_value=0.00650165 0.0124478 -0.00147596
internal_weight=2371.35 1359.66 1011.69
internal_count=27527 14788 12739
is_linear=0
shrinkage=0.0149828


Tree=14
num_leaves=4
num_cat=0
split_feature=25 21 24
split_gain=386.02 205.422 139.272
threshold=1.0000000180025095e-35 1.0000000180025095e-35 726.03500000000008
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0056648375561456589 0.0069920678399623794 -0.0039536998268500422 0.019117645230282532
leaf_weight=250.7281590923667 885.16828406602144 675.04206860810518 563.39797428995371
leaf_count=2928 9901 8602 5986
internal_value=0.00662175 0.00225072 0.0149722
internal_weight=2374.34 1560.21 814.126
internal_count=27417 18503 8914
is_linear=0
shrinkage=0.0149828


Tree=15
num_leaves=4
num_cat=0
split_feature=25 16 33
split_gain=379.442 171.821 145.838
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0017425098522345192 0.0060602101092952542 -0.0039652746580213106 0.016781990856897962
leaf_weight=105.73230185359716 895.43377923965454 665.77325558662415 716.52178637683392
leaf_count=1276 10039 8465 7625
internal_value=0.00612433 0.00177922 0.0143487
internal_weight=2383.46 1561.21 822.254
internal_count=27405 18504 8901
is_linear=0
shrinkage=0.0149828


Tree=16
num_leaves=4
num_cat=0
split_feature=25 3 33
split_gain=333.408 160.451 110.791
threshold=1.0000000180025095e-35 0.75035000000000007 0.069450000000000026
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.00063393430635209631 -0.0029801933719602034 0.0065818126365195439 0.015385662998858966
leaf_weight=107.14240019768476 821.60823162645102 749.96613926440477 728.66266263276339
leaf_count=1293 9869 8730 7666
internal_value=0.00565186 0.00157894 0.0132858
internal_weight=2407.38 1571.57 835.805
internal_count=27558 18599 8959
is_linear=0
shrinkage=0.0149828


Tree=17
num_leaves=4
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split_feature=37 21 21
split_gain=358.009 229.651 48.2918
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.013314693062862301 -0.00068308650108859636 0.0025321845093607227 -0.0093629315232047171
leaf_weight=1070.9711760133505 319.61799193173647 758.48806706815958 262.56361854821444
leaf_count=11247 3687 9059 3476
internal_value=0.00559264 0.00884882 -0.00460143
internal_weight=2411.64 1829.46 582.182
internal_count=27469 20306 7163
is_linear=0
shrinkage=0.0149828


Tree=18
num_leaves=4
num_cat=0
split_feature=22 25 25
split_gain=508.981 173.741 115.24
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.018177772884314717 0.0043785218267309994 0.0071869681192765498 -0.0062676064599527211
leaf_weight=508.38452465832233 338.6187094822526 892.28233245015144 680.83653162419796
leaf_count=5055 3889 9669 8844
internal_value=0.00532896 0.0111861 -0.00270418
internal_weight=2420.12 1400.67 1019.46
internal_count=27457 14724 12733
is_linear=0
shrinkage=0.0149828


Tree=19
num_leaves=4
num_cat=0
split_feature=21 9 16
split_gain=273.674 277.642 144.22
threshold=1.0000000180025095e-35 4632.0750000000016 7.5000000000000009
decision_type=10 8 10
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leaf_value=0.0069067426936680427 -0.0021355348849288087 0.026533679755119999 0.020399909684369152
leaf_weight=1218.3469171002507 960.52102265506983 184.27877709269524 65.449833177030087
leaf_count=13065 11907 1788 686
internal_value=0.00521322 0.00951055 -0.000648519
internal_weight=2428.6 1402.63 1025.97
internal_count=27446 14853 12593
is_linear=0
shrinkage=0.0149828


Tree=20
num_leaves=4
num_cat=0
split_feature=22 33 16
split_gain=377.802 198.364 107.747
threshold=1.0000000180025095e-35 0.27705000000000007 11.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.00288217403942007 -0.0020255109011701362 0.014712117846809546 0.026492864724926901
leaf_weight=481.0847348049283 995.91648986190557 943.54808586090803 27.863191694021225
leaf_count=5287 12487 9467 278
internal_value=0.00573464 0.0107192 -0.00118792
internal_weight=2448.41 1424.63 1023.78
internal_count=27519 14754 12765
is_linear=0
shrinkage=0.0149828


Tree=21
num_leaves=4
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split_feature=33 21 7
split_gain=277.782 191.43 76.0834
threshold=0.27705000000000007 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0022078842006507822 0.013403375519107183 0.0027971624616141616 -0.0066729373376084675
leaf_weight=532.33275432884693 936.98264047503471 646.94918885082006 359.65208507329226
leaf_count=6119 9403 7755 4437
internal_value=0.00531265 0.00907596 -0.00135232
internal_weight=2475.92 1583.93 891.985
internal_count=27714 17158 10556
is_linear=0
shrinkage=0.0149828


Tree=22
num_leaves=4
num_cat=0
split_feature=22 9 37
split_gain=388.437 245.946 86.7735
threshold=1.0000000180025095e-35 4632.0750000000016 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0079227395185800051 0.0010086742966289946 0.02570802961100364 -0.0087662396037832269
leaf_weight=1249.7797316461802 737.72135112434626 200.80962023884058 277.7636393904686
leaf_count=12946 8919 1847 3739
internal_value=0.00543626 0.0104072 -0.00165041
internal_weight=2466.07 1450.59 1015.48
internal_count=27451 14793 12658
is_linear=0
shrinkage=0.0149828


Tree=23
num_leaves=4
num_cat=0
split_feature=25 21 33
split_gain=263.382 149.556 87.2247
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.069450000000000026
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00092274866120405834 0.0051064947796726646 -0.0041494878693008313 0.01322284363523202
leaf_weight=107.27207801491022 928.37732312083244 672.59314914792776 765.00823105871677
leaf_count=1272 9913 8639 7663
internal_value=0.00482734 0.00121177 0.0114411
internal_weight=2473.25 1600.97 872.28
internal_count=27487 18552 8935
is_linear=0
shrinkage=0.0149828


Tree=24
num_leaves=4
num_cat=0
split_feature=25 33 9
split_gain=251.993 125.69 99.2293
threshold=1.0000000180025095e-35 0.093850000000000003 6043.2050000000008
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0099753989274485623 -0.0064180891222430396 0.0041075168472863594 0.024445638897928366
leaf_weight=755.05231715738773 312.89987131208181 1300.3886622190475 122.75107658654451
leaf_count=7724 3852 14760 1179
internal_value=0.0055776 0.00205507 0.0120293
internal_weight=2491.09 1613.29 877.803
internal_count=27515 18612 8903
is_linear=0
shrinkage=0.0149828


Tree=25
num_leaves=4
num_cat=0
split_feature=22 37 25
split_gain=368.177 192.086 109.51
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.012295888955175385 0.0046633976111560352 -0.00085244922506664731 -0.0056652231973889095
leaf_weight=1167.621828533709 344.35131166875362 311.65395737439394 678.48012366145849
leaf_count=11451 3838 3403 8863
internal_value=0.00473013 0.00950564 -0.00216208
internal_weight=2502.11 1479.28 1022.83
internal_count=27555 14854 12701
is_linear=0
shrinkage=0.0149828


Tree=26
num_leaves=4
num_cat=0
split_feature=22 8 25
split_gain=325.965 167.838 101.944
threshold=1.0000000180025095e-35 353.50000000000006 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0074486179284969974 0.0050335203467140044 0.022349392454048597 -0.004923937576628068
leaf_weight=1285.8353559970856 344.92474754154682 193.68491534143686 680.4924303367734
leaf_count=12972 3825 1765 8914
internal_value=0.00492357 0.00941943 -0.0015492
internal_weight=2504.94 1479.52 1025.42
internal_count=27476 14737 12739
is_linear=0
shrinkage=0.0149828


Tree=27
num_leaves=4
num_cat=0
split_feature=22 9 25
split_gain=318.103 243.067 113.954
threshold=1.0000000180025095e-35 3121.2400000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.006200006792520342 0.0052975170132056135 0.021355499243414875 -0.0051937281885498232
leaf_weight=1198.9176424592733 349.26485987007618 294.47757788747549 678.21951761096716
leaf_count=12142 3851 2623 8925
internal_value=0.00479509 0.00920627 -0.00160221
internal_weight=2520.88 1493.4 1027.48
internal_count=27541 14765 12776
is_linear=0
shrinkage=0.0149828


Tree=28
num_leaves=4
num_cat=0
split_feature=37 21 33
split_gain=241.705 157.493 40.4436
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.36655000000000004
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.010892283699927594 -0.0068961026698015401 0.0021582076332600018 0.0010233101781687037
leaf_weight=1153.3645539730787 343.07836842536926 777.73771743476391 242.05883139371872
leaf_count=11214 4270 9083 2803
internal_value=0.00482297 0.00737918 -0.00357714
internal_weight=2516.24 1931.1 585.137
internal_count=27370 20297 7073
is_linear=0
shrinkage=0.0149828


Tree=29
num_leaves=4
num_cat=0
split_feature=22 24 25
split_gain=319.313 194.255 125.016
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0019253218858370359 0.0055512322678874619 0.013088911554857287 -0.0054069985653343901
leaf_weight=545.93477040529251 350.4048710912466 976.34058549255133 685.25743433833122
leaf_count=5790 3838 9070 9052
internal_value=0.00472484 0.00908782 -0.001674
internal_weight=2557.94 1522.28 1035.66
internal_count=27750 14860 12890
is_linear=0
shrinkage=0.0149828


Tree=30
num_leaves=4
num_cat=0
split_feature=37 25 28
split_gain=289.792 163.718 31.9306
threshold=1.0000000180025095e-35 25.320000000000004 28.205000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.012507827025285075 -0.011457208472646844 0.0036469247808234859 -0.0029419165634390265
leaf_weight=777.98887369036674 125.44442751258612 1180.6008136048913 464.57056123018265
leaf_count=7415 1618 12981 5539
internal_value=0.00440065 0.00717402 -0.00476804
internal_weight=2548.6 1958.59 590.015
internal_count=27553 20396 7157
is_linear=0
shrinkage=0.0149828


Tree=31
num_leaves=4
num_cat=0
split_feature=37 25 29
split_gain=251.712 145.284 45.1106
threshold=1.0000000180025095e-35 25.320000000000004 38.025000000000013
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.012340125666903469 -0.0099892657510000388 0.0039937520720670448 -0.0010344389670014931
leaf_weight=778.59441784769297 181.79666312038898 1182.1437338218093 409.98361238092184
leaf_count=7347 2337 12936 4852
internal_value=0.00473052 0.00731547 -0.00379804
internal_weight=2552.52 1960.74 591.78
internal_count=27472 20283 7189
is_linear=0
shrinkage=0.0149828


Tree=32
num_leaves=4
num_cat=0
split_feature=22 24 16
split_gain=305.74 159.747 76.3975
threshold=1.0000000180025095e-35 361.86000000000007 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.00098249943903331249 -0.0026163089345406709 0.011086160571379088 0.019005560850503839
leaf_weight=301.8751040995121 997.27101843804121 1233.2302042469382 35.205584533512592
leaf_count=3280 12433 11491 337
internal_value=0.00445667 0.00869369 -0.00182871
internal_weight=2567.58 1535.11 1032.48
internal_count=27541 14771 12770
is_linear=0
shrinkage=0.0149828


Tree=33
num_leaves=4
num_cat=0
split_feature=24 3 30
split_gain=183.36 183.671 46.5324
threshold=639.43500000000006 0.76615000000000011 -1.0000000180025095e-35
decision_type=10 8 10
left_child=2 -2 -1
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leaf_value=-0.0082771600793575054 0.0030764971002232885 0.012894789632595027 0.00019913839088178179
leaf_weight=189.90568339079618 1121.8070979565382 691.94463682174683 577.43858927488327
leaf_count=2403 11763 6915 6514
internal_value=0.00423407 0.00683069 -0.00188083
internal_weight=2581.1 1813.75 767.344
internal_count=27595 18678 8917
is_linear=0
shrinkage=0.0149828


Tree=34
num_leaves=4
num_cat=0
split_feature=22 33 25
split_gain=249.921 153.067 110.373
threshold=1.0000000180025095e-35 0.27705000000000007 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0011782813213835892 0.0050911909128441074 0.011188936367375625 -0.0051539262444483553
leaf_weight=512.94687407463789 357.06090286374092 1036.6590035334229 680.34246846288443
leaf_count=5352 3822 9432 8994
internal_value=0.0040699 0.00787753 -0.00160362
internal_weight=2587.01 1549.61 1037.4
internal_count=27600 14784 12816
is_linear=0
shrinkage=0.0149828


Tree=35
num_leaves=4
num_cat=0
split_feature=22 24 24
split_gain=256.006 143.767 54.6118
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0015955027664071488 -0.010513317581439231 0.011090944680327116 -0.00050779620394133195
leaf_weight=555.8739005625248 139.96207594126463 1009.2847348451614 885.26485079526901
leaf_count=5807 1885 9032 10801
internal_value=0.00391187 0.00772157 -0.00188967
internal_weight=2590.39 1565.16 1025.23
internal_count=27525 14839 12686
is_linear=0
shrinkage=0.0149828


Tree=36
num_leaves=4
num_cat=0
split_feature=22 9 16
split_gain=218.073 198.552 101.377
threshold=1.0000000180025095e-35 1866.5150000000001 11.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0040810574250160735 -0.0018848118381755471 0.015447875157239745 0.024569767372832327
leaf_weight=1045.074721634388 994.46238400787115 514.38624519854784 30.80864442139864
leaf_count=10224 12406 4464 281
internal_value=0.00431583 0.00784175 -0.00103306
internal_weight=2584.73 1559.46 1025.27
internal_count=27375 14688 12687
is_linear=0
shrinkage=0.0149828


Tree=37
num_leaves=4
num_cat=0
split_feature=22 27 16
split_gain=310.301 165.53 72.4685
threshold=1.0000000180025095e-35 1802.5000000000002 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0061879297602696519 -0.0033956374248662303 0.020010318477601714 0.013359673272267253
leaf_weight=1354.9973423480988 964.96366427093744 225.0947534814477 58.652878329157829
leaf_count=12884 12147 1880 583
internal_value=0.00401455 0.00817509 -0.00239287
internal_weight=2603.71 1580.09 1023.62
internal_count=27494 14764 12730
is_linear=0
shrinkage=0.0149828


Tree=38
num_leaves=4
num_cat=0
split_feature=37 3 33
split_gain=247.787 130.539 35.903
threshold=1.0000000180025095e-35 0.78075000000000017 0.25005000000000005
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.003507010889474253 -0.0083736830531502653 0.011383347145937826 -0.00099445197150526353
leaf_weight=1252.914493098855 280.38726916909218 761.1534181907773 317.11439064890146
leaf_count=12821 3569 7429 3646
internal_value=0.00397666 0.00649095 -0.00446213
internal_weight=2611.57 2014.07 597.502
internal_count=27465 20250 7215
is_linear=0
shrinkage=0.0149828


Tree=39
num_leaves=4
num_cat=0
split_feature=37 25 28
split_gain=238.107 141.99 43.1787
threshold=1.0000000180025095e-35 237.68000000000004 46.225000000000001
decision_type=8 10 8
left_child=1 -1 -2
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leaf_value=0.011077191187333838 -0.0093796118300323219 0.0030947209352658444 -0.0010137896926503854
leaf_weight=889.87896512448788 223.3380588889122 1148.5151536911726 365.49525242298841
leaf_count=8177 2887 12214 4257
internal_value=0.00416124 0.00658605 -0.0041959
internal_weight=2627.23 2038.39 588.833
internal_count=27535 20391 7144
is_linear=0
shrinkage=0.0149828


Tree=40
num_leaves=4
num_cat=0
split_feature=25 3 3
split_gain=165.851 101.544 80.7592
threshold=1.0000000180025095e-35 0.71715000000000007 0.61555000000000015
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.003157274573671597 -0.0032293109560258436 0.0042105815632241554 0.012153679673556527
leaf_weight=363.69769325107336 738.2942164465785 921.46199657768011 591.24669972062111
leaf_count=3481 8451 10015 5418
internal_value=0.00376416 0.000895331 0.00873189
internal_weight=2614.7 1659.76 954.944
internal_count=27365 18466 8899
is_linear=0
shrinkage=0.0149828


Tree=41
num_leaves=4
num_cat=0
split_feature=22 28 29
split_gain=224.825 96.645 59.1366
threshold=1.0000000180025095e-35 107.81500000000001 65.27500000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0052969192284566214 -0.005528364283660183 0.014466021922300539 0.0016338338260479678
leaf_weight=1277.8700753524899 495.20079910010099 323.26654124259949 532.26216525584459
leaf_count=12103 6445 2637 6198
internal_value=0.00365303 0.00716107 -0.00179914
internal_weight=2628.6 1601.14 1027.46
internal_count=27383 14740 12643
is_linear=0
shrinkage=0.0149828


Tree=42
num_leaves=4
num_cat=0
split_feature=22 9 29
split_gain=241.937 167.67 59.1308
threshold=1.0000000180025095e-35 3121.2400000000002 65.27500000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0049476340130473169 -0.0055757973446921016 0.016894761432292644 0.0015606903090450979
leaf_weight=1283.9136246293783 497.81405992805958 330.31792148947716 537.05496161431074
leaf_count=12130 6517 2643 6257
internal_value=0.00378389 0.00740708 -0.00185319
internal_weight=2649.1 1614.23 1034.87
internal_count=27547 14773 12774
is_linear=0
shrinkage=0.0149828


Tree=43
num_leaves=4
num_cat=0
split_feature=22 9 16
split_gain=237.153 189.935 89.1738
threshold=1.0000000180025095e-35 3121.2400000000002 14.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0047254011956213132 -0.0025077256860271068 0.017503934178381923 0.02737496136352742
leaf_weight=1279.0962242484093 1007.3554406091571 326.21472437679768 20.082399122416973
leaf_count=12048 12536 2573 170
internal_value=0.00374228 0.00733761 -0.00186059
internal_weight=2632.75 1605.31 1027.44
internal_count=27327 14621 12706
is_linear=0
shrinkage=0.0149828


Tree=44
num_leaves=4
num_cat=0
split_feature=33 21 7
split_gain=186.76 127.241 56.0194
threshold=0.27705000000000007 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0026830506569553792 0.0098728283749292267 0.001523088838561872 -0.0047634132024871149
leaf_weight=380.07836139202118 1052.8135869801044 672.99068329483271 548.41902359575033
leaf_count=3972 9274 7657 6557
internal_value=0.00370725 0.006621 -0.00169142
internal_weight=2654.3 1725.8 928.497
internal_count=27460 16931 10529
is_linear=0
shrinkage=0.0149828


Tree=45
num_leaves=4
num_cat=0
split_feature=22 27 25
split_gain=239.082 135.393 94.6304
threshold=1.0000000180025095e-35 850.50000000000011 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0046525168079361041 0.0036167059693225766 0.015544064128119253 -0.005787185741997756
leaf_weight=1316.3464424684644 370.49714846163988 316.72030267864466 665.97788771241903
leaf_count=12152 3897 2594 8930
internal_value=0.00320845 0.00677892 -0.00240244
internal_weight=2669.54 1633.07 1036.48
internal_count=27573 14746 12827
is_linear=0
shrinkage=0.0149828


Tree=46
num_leaves=4
num_cat=0
split_feature=24 28 7
split_gain=177.178 81.2802 52.7288
threshold=639.43500000000006 99.975000000000009 1.5000000000000002
decision_type=10 8 8
left_child=2 -2 -1
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leaf_value=0.00028774150784241791 0.0037971169911619009 0.010764951583683204 -0.0076594400802922867
leaf_weight=479.38018046692014 1385.2720661535859 517.94306143373251 300.70244435966015
leaf_count=5253 14209 4511 3673
internal_value=0.00323735 0.00570222 -0.00275335
internal_weight=2683.3 1903.22 780.083
internal_count=27646 18720 8926
is_linear=0
shrinkage=0.0149828


Tree=47
num_leaves=4
num_cat=0
split_feature=24 24 38
split_gain=143.589 79.5028 26.1443
threshold=1.0000000180025095e-35 8049.2300000000005 9182.5650000000005
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.007534090029870549 0.0034360389899002722 0.011079809493912969 0.0039661689719511801
leaf_weight=288.48800549656153 1970.7123040892184 361.05719397217035 48.08386617526412
leaf_count=3527 20116 3253 513
internal_value=0.00330626 0.00462901 -0.00578198
internal_weight=2668.34 2331.77 336.572
internal_count=27409 23369 4040
is_linear=0
shrinkage=0.0149828


Tree=48
num_leaves=4
num_cat=0
split_feature=22 9 33
split_gain=199.995 156.867 51.6613
threshold=1.0000000180025095e-35 1682.9800000000002 0.093850000000000003
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0028868126948259575 -0.0088164403262100885 0.012462890852520394 -0.00032349195625709659
leaf_weight=1040.2561493515968 197.30105572193861 608.64165914803743 834.95367570221424
leaf_count=9796 2710 4938 10036
internal_value=0.00319451 0.0064307 -0.00196027
internal_weight=2681.15 1648.9 1032.25
internal_count=27480 14734 12746
is_linear=0
shrinkage=0.0149828


Tree=49
num_leaves=4
num_cat=0
split_feature=22 27 25
split_gain=206.664 126.528 67.4538
threshold=1.0000000180025095e-35 850.50000000000011 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0042075766400633176 0.0028137848954209932 0.014671768851903039 -0.0051562588561756975
leaf_weight=1329.2039143294096 367.26873176544905 320.80335859954357 660.32252519205213
leaf_count=12110 3844 2559 8870
internal_value=0.00297233 0.00625591 -0.00228526
internal_weight=2677.6 1650.01 1027.59
internal_count=27383 14669 12714
is_linear=0
shrinkage=0.0149828


Tree=50
num_leaves=4
num_cat=0
split_feature=25 30 30
split_gain=142.903 98.9638 28.9716
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.77259999999999984
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=4.5563870094061495e-05 -0.0074440863455694948 0.0022933577545590305 0.008652882994735947
leaf_weight=90.506989069283009 276.3980918712914 1439.3886788822711 908.12046971917152
leaf_count=963 3461 15265 7992
internal_value=0.0033422 0.000713195 0.00784202
internal_weight=2714.41 1715.79 998.627
internal_count=27681 18726 8955
is_linear=0
shrinkage=0.0149828


Tree=51
num_leaves=4
num_cat=0
split_feature=21 24 21
split_gain=178.21 132.653 58.0562
threshold=1.0000000180025095e-35 833.54500000000019 7.5000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00050021017448111495 -0.0021958044205773039 0.0095905377042597838 0.011227637967740444
leaf_weight=536.07863666862249 997.08933587744832 1101.2099469304085 74.88348002359271
leaf_count=5575 11849 9351 731
internal_value=0.00350948 0.00661672 -0.00122289
internal_weight=2709.26 1637.29 1071.97
internal_count=27506 14926 12580
is_linear=0
shrinkage=0.0149828


Tree=52
num_leaves=4
num_cat=0
split_feature=25 3 33
split_gain=155.285 135.005 43.1387
threshold=1.0000000180025095e-35 0.75035000000000007 0.27705000000000007
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0024514847926469167 -0.0040971878205398318 0.0043238690601288864 0.0093897346511340653
leaf_weight=282.75480329245329 869.8476551361382 834.19712796807289 723.14752330631018
leaf_count=2848 9848 8761 6086
internal_value=0.00278134 2.03609e-05 0.00744161
internal_weight=2709.95 1704.04 1005.9
internal_count=27543 18609 8934
is_linear=0
shrinkage=0.0149828


Tree=53
num_leaves=4
num_cat=0
split_feature=22 9 16
split_gain=198.971 111.19 60.6896
threshold=1.0000000180025095e-35 1866.5150000000001 12.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.0035926107440625399 -0.0026035794501549762 0.011698467948623304 0.018452748249463798
leaf_weight=1112.7982949391007 999.81857647374272 578.20157010853291 28.807192660868168
leaf_count=10280 12437 4525 244
internal_value=0.003214 0.00637331 -0.00196484
internal_weight=2719.63 1691 1028.63
internal_count=27486 14805 12681
is_linear=0
shrinkage=0.0149828


Tree=54
num_leaves=4
num_cat=0
split_feature=33 3 15
split_gain=179.52 124.126 17.5299
threshold=0.093850000000000003 0.71715000000000007 3.5000000000000004
decision_type=10 8 8
left_child=2 -2 -1
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leaf_value=-0.0077692019331389393 0.00095322162383569358 0.0079534310637613542 -0.0012137753723523187
leaf_weight=317.19208976626396 1130.0769793689251 1147.6104406043887 132.84813805297017
leaf_count=3882 11343 10870 1480
internal_value=0.00277472 0.00448534 -0.00582891
internal_weight=2727.73 2277.69 450.04
internal_count=27575 22213 5362
is_linear=0
shrinkage=0.0149828


Tree=55
num_leaves=4
num_cat=0
split_feature=22 24 16
split_gain=213.741 107.595 47.5746
threshold=1.0000000180025095e-35 726.03500000000008 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0002450038944656929 -0.0030834998397470362 0.0085608415403038082 0.013651154224343921
leaf_weight=490.7224460542202 996.85640219599009 1214.4477490857244 36.641465075314045
leaf_count=4923 12430 9910 319
internal_value=0.00291175 0.00616924 -0.00244775
internal_weight=2738.67 1705.17 1033.5
internal_count=27582 14833 12749
is_linear=0
shrinkage=0.0149828


Tree=56
num_leaves=4
num_cat=0
split_feature=22 27 16
split_gain=152.655 106.161 57.4282
threshold=1.0000000180025095e-35 1802.5000000000002 6.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0037974025278395334 -0.0029499492397013671 0.014285151798720962 0.010200260976994996
leaf_weight=1458.2972292527556 952.92999659106135 252.40663926303387 77.779268715530634
leaf_count=12970 11981 1876 761
internal_value=0.00261619 0.00535976 -0.00192275
internal_weight=2741.41 1710.7 1030.71
internal_count=27588 14846 12742
is_linear=0
shrinkage=0.0149828


Tree=57
num_leaves=4
num_cat=0
split_feature=37 24 29
split_gain=166.364 116.776 38.4135
threshold=1.0000000180025095e-35 5571.8150000000014 38.025000000000013
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0028400711897182775 -0.0099796940958880309 0.011380630623153988 -0.0017262990780087875
leaf_weight=1693.3626076951623 181.08660688623786 455.26887927949429 420.91000907868147
leaf_count=16593 2368 3856 4811
internal_value=0.00270758 0.00465933 -0.00422391
internal_weight=2750.63 2148.63 601.997
internal_count=27628 20449 7179
is_linear=0
shrinkage=0.0149828


Tree=58
num_leaves=4
num_cat=0
split_feature=37 22 10
split_gain=199.808 101.153 36.1383
threshold=1.0000000180025095e-35 1.0000000180025095e-35 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0074838407641106752 -0.00744613771714375 0.00070216207288998028 7.1189578081668728e-05
leaf_weight=1379.1805327236652 384.29305438697338 771.68664614856243 220.38184644654393
leaf_count=11392 4741 8961 2498
internal_value=0.00291378 0.00505421 -0.00466407
internal_weight=2755.54 2150.87 604.675
internal_count=27592 20353 7239
is_linear=0
shrinkage=0.0149828


Tree=59
num_leaves=4
num_cat=0
split_feature=25 21 3
split_gain=157.859 105.883 37.9607
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.63895000000000013
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0044360394400858117 0.0034271280443547644 -0.0041595326661115033 0.010356147304691267
leaf_weight=423.3609966635704 1057.8267095722258 672.48418873175979 595.96210882812738
leaf_count=3783 9981 8634 5069
internal_value=0.00323324 0.00047204 0.00790346
internal_weight=2749.63 1730.31 1019.32
internal_count=27467 18615 8852
is_linear=0
shrinkage=0.0149828


Tree=60
num_leaves=4
num_cat=0
split_feature=22 29 16
split_gain=151.212 105.136 46.7283
threshold=1.0000000180025095e-35 32.760000000000012 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0027008720842080676 -0.0025303147015978108 0.0071832563712111702 0.010223507174919835
leaf_weight=284.01796340942383 966.31112066656351 1448.8187957704067 66.031757071614265
leaf_count=2783 12119 12039 610
internal_value=0.00284335 0.00554666 -0.00167965
internal_weight=2765.18 1732.84 1032.34
internal_count=27551 14822 12729
is_linear=0
shrinkage=0.0149828


Tree=61
num_leaves=4
num_cat=0
split_feature=25 22 14
split_gain=161.419 116.072 33.3407
threshold=1.0000000180025095e-35 1.0000000180025095e-35 101.28500000000001
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00083512665351205377 0.0032942276565310342 -0.0046597018577757112 0.0087752817886551111
leaf_weight=137.44899758696556 1073.2995676025748 663.73954346030951 898.74137514084578
leaf_count=1373 9666 9013 7546
internal_value=0.00304558 0.000248254 0.00771838
internal_weight=2773.23 1737.04 1036.19
internal_count=27598 18679 8919
is_linear=0
shrinkage=0.0149828


Tree=62
num_leaves=4
num_cat=0
split_feature=33 21 7
split_gain=151.055 92.84 52.4264
threshold=0.27705000000000007 1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0003775505946061937 0.0076356488660119515 0.00068166082110245182 -0.0068595750045221211
leaf_weight=583.47613241150975 1139.9610526710749 695.35473702475429 358.31333988159895
leaf_count=6097 9356 7730 4399
internal_value=0.00250194 0.00500495 -0.00235859
internal_weight=2777.11 1835.32 941.789
internal_count=27582 17086 10496
is_linear=0
shrinkage=0.0149828


Tree=63
num_leaves=4
num_cat=0
split_feature=22 29 28
split_gain=172.743 100.063 55.3494
threshold=1.0000000180025095e-35 46.815000000000005 76.545000000000016
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00056292047038779898 -0.004801541070516481 0.0075938541414575849 0.0024183527537168809
leaf_weight=448.30371698737144 666.95284383371472 1298.9593005031347 364.78371301293373
leaf_count=4274 8606 10509 4138
internal_value=0.00261785 0.00548758 -0.00222707
internal_weight=2779 1747.26 1031.74
internal_count=27527 14783 12744
is_linear=0
shrinkage=0.0149828


Tree=64
num_leaves=4
num_cat=0
split_feature=37 25 25
split_gain=184.016 116.755 30.8954
threshold=1.0000000180025095e-35 1.0000000180025095e-35 676.12500000000011
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0085468727055147478 -0.0016791304311429519 0.0014689161551704965 -0.0085176875973316107
leaf_weight=886.42342599481344 311.18244381248951 1279.7852659001946 288.75715805962682
leaf_count=7254 3525 12976 3675
internal_value=0.00233616 0.00437151 -0.00497681
internal_weight=2766.15 2166.21 599.94
internal_count=27430 20230 7200
is_linear=0
shrinkage=0.0149828


Tree=65
num_leaves=4
num_cat=0
split_feature=25 36 9
split_gain=137.263 97.7592 38.7198
threshold=1.0000000180025095e-35 0.99995000000000012 8226.3150000000023
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.005956409162607707 -0.0056168133360327633 0.0023237529191404978 0.01513442448459457
leaf_weight=941.62962113320827 477.82193143293262 1255.8166739828885 114.86234296858311
leaf_count=8077 5839 12752 870
internal_value=0.00272635 0.000126622 0.00697656
internal_weight=2790.13 1733.64 1056.49
internal_count=27538 18591 8947
is_linear=0
shrinkage=0.0149828


Tree=66
num_leaves=4
num_cat=0
split_feature=37 22 28
split_gain=152.601 88.8568 33.5827
threshold=1.0000000180025095e-35 1.0000000180025095e-35 46.225000000000001
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0065763889184489071 -0.0088642199354378379 0.00025767023444459367 -0.0014614716367701587
leaf_weight=1416.8456346541643 217.55029219388962 774.07975677400827 378.17355274036527
leaf_count=11376 2889 8939 4276
internal_value=0.00251769 0.00434746 -0.0041767
internal_weight=2786.65 2190.93 595.724
internal_count=27480 20315 7165
is_linear=0
shrinkage=0.0149828


Tree=67
num_leaves=4
num_cat=0
split_feature=22 9 25
split_gain=151.231 129.966 41.9582
threshold=1.0000000180025095e-35 6043.2050000000008 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0033093312717422728 0.0015537617569375735 0.015599574604139363 -0.0046696133994426226
leaf_weight=1534.9043400138617 380.2643013894558 218.10858851671219 652.2540155723691
leaf_count=13204 3835 1478 8933
internal_value=0.00217645 0.00485543 -0.00235702
internal_weight=2785.53 1753.01 1032.52
internal_count=27450 14682 12768
is_linear=0
shrinkage=0.0149828


Tree=68
num_leaves=4
num_cat=0
split_feature=37 22 36
split_gain=164.039 98.7525 36.539
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.99995000000000012
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0066850564875053893 -0.0069182263429658645 2.4504000602230076e-05 0.001165815581718676
leaf_weight=1426.5205288082361 418.3741254247725 770.76207096874714 172.6449393928051
leaf_count=11353 5249 8922 1901
internal_value=0.00246571 0.00435204 -0.00451118
internal_weight=2788.3 2197.28 591.019
internal_count=27425 20275 7150
is_linear=0
shrinkage=0.0149828


Tree=69
num_leaves=4
num_cat=0
split_feature=22 8 37
split_gain=170.889 94.4771 63.1522
threshold=1.0000000180025095e-35 237.50000000000003 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0036618864763636343 -0.00018604433495262215 0.012539549964679347 -0.0087520554832720577
leaf_weight=1429.5380041748285 773.08156449347734 330.15665417164564 256.00977741926908
leaf_count=12227 8965 2382 3801
internal_value=0.00250433 0.00534 -0.00232938
internal_weight=2788.79 1759.69 1029.09
internal_count=27375 14609 12766
is_linear=0
shrinkage=0.0149828


Tree=70
num_leaves=4
num_cat=0
split_feature=21 9 21
split_gain=118.68 105.361 62.8875
threshold=1.0000000180025095e-35 3121.2400000000002 12.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0025628256192340277 -0.0024765692014273406 0.011636730908938353 0.017458112696483303
leaf_weight=1370.7047081552446 1060.7554035335779 361.70732744038105 33.706229604780674
leaf_count=12339 12449 2636 287
internal_value=0.00202992 0.00446966 -0.00181852
internal_weight=2826.87 1732.41 1094.46
internal_count=27711 14975 12736
is_linear=0
shrinkage=0.0149828


Tree=71
num_leaves=4
num_cat=0
split_feature=37 24 30
split_gain=129.882 96.8687 35.7625
threshold=1.0000000180025095e-35 5571.8150000000014 0.045050000000000007
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0020676398869108317 -0.0066414761514113985 0.0097053767376361292 0.0011247554579833822
leaf_weight=1743.5024885907769 408.59354240447283 473.02585098147392 190.36260198429227
leaf_count=16494 5123 3826 2106
internal_value=0.00203194 0.00370659 -0.00413132
internal_weight=2815.48 2216.53 598.956
internal_count=27549 20320 7229
is_linear=0
shrinkage=0.0149828


Tree=72
num_leaves=4
num_cat=0
split_feature=37 9 24
split_gain=145.696 95.7541 31.8842
threshold=1.0000000180025095e-35 8226.3150000000023 10134.945000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0028187208071478909 -0.0053871971044797467 0.012428640887826366 0.0074480808546674177
leaf_weight=1977.5923433750868 548.49078754708171 261.60836561024189 43.602081812918186
leaf_count=18282 6741 2182 450
internal_value=0.00220351 0.00395298 -0.00437725
internal_weight=2831.29 2239.2 592.093
internal_count=27655 20464 7191
is_linear=0
shrinkage=0.0149828


Tree=73
num_leaves=4
num_cat=0
split_feature=21 24 16
split_gain=111.063 93.4257 68.4825
threshold=1.0000000180025095e-35 1222.0250000000003 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00030843106732332813 -0.0026690173041505907 0.0073850521625227665 0.011234231119967193
leaf_weight=703.63090846687555 999.79619904607534 1037.3500241413713 83.226541932672262
leaf_count=6853 11832 8107 720
internal_value=0.00218645 0.00452946 -0.00156648
internal_weight=2824 1740.98 1083.02
internal_count=27512 14960 12552
is_linear=0
shrinkage=0.0149828


Tree=74
num_leaves=4
num_cat=0
split_feature=22 9 25
split_gain=132.622 119.367 56.4669
threshold=1.0000000180025095e-35 3121.2400000000002 237.68000000000004
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0029123506411553148 0.0020916055097894366 0.012265253702994748 -0.0049235883681830626
leaf_weight=1405.8122630417347 461.83341106399894 389.8905023932457 570.82107818871737
leaf_count=12098 4931 2642 7857
internal_value=0.00249552 0.0049553 -0.00176706
internal_weight=2828.36 1795.7 1032.65
internal_count=27528 14740 12788
is_linear=0
shrinkage=0.0149828


Tree=75
num_leaves=4
num_cat=0
split_feature=21 16 24
split_gain=96.839 99.1044 76.0284
threshold=1.0000000180025095e-35 7.5000000000000009 271.63000000000005
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0028469529695111652 -0.0029815810971114509 0.013843837515877207 0.0054237085323134027
leaf_weight=295.4750630185008 1007.4161297157407 82.134132727980614 1446.1428205035627
leaf_count=3165 11975 697 11716
internal_value=0.00181393 -0.00167602 0.00400558
internal_weight=2831.17 1089.55 1741.62
internal_count=27553 12672 14881
is_linear=0
shrinkage=0.0149828


Tree=76
num_leaves=4
num_cat=0
split_feature=25 21 24
split_gain=118.859 78.3148 36.0833
threshold=1.0000000180025095e-35 1.0000000180025095e-35 639.43500000000006
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0011852309298269572 0.0020279275415167959 -0.0044841472451757685 0.007469368589057143
leaf_weight=277.9339823871851 1088.0205796845257 664.73075932264328 807.06883227080107
leaf_count=2758 9900 8663 6230
internal_value=0.00196977 -0.000434072 0.00586157
internal_weight=2837.75 1752.75 1085
internal_count=27551 18563 8988
is_linear=0
shrinkage=0.0149828


Tree=77
num_leaves=4
num_cat=0
split_feature=25 3 3
split_gain=107.888 91.652 31.732
threshold=1.0000000180025095e-35 0.75035000000000007 0.61555000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0024314893343201924 -0.0036509322290085577 0.003182522300896429 0.007776488446329363
leaf_weight=407.33939829468727 887.31362543255091 868.40901880338788 665.99920506775379
leaf_count=3479 9798 8787 5390
internal_value=0.0020172 -0.000261751 0.0057537
internal_weight=2829.06 1755.72 1073.34
internal_count=27454 18585 8869
is_linear=0
shrinkage=0.0149828


Tree=78
num_leaves=4
num_cat=0
split_feature=33 22 37
split_gain=123.161 65.1003 39.6607
threshold=0.27705000000000007 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00059071812355314455 0.0060239951614252749 0.00014337653012949235 -0.0073050389902516019
leaf_weight=669.54003864526749 1242.2796301841736 642.99447684362531 279.57302699610591
leaf_count=6767 9447 7534 3723
internal_value=0.00180539 0.004022 -0.00258052
internal_weight=2834.39 1885.27 949.113
internal_count=27471 16981 10490
is_linear=0
shrinkage=0.0149828


Tree=79
num_leaves=4
num_cat=0
split_feature=22 9 24
split_gain=118.684 84.4557 50.3361
threshold=1.0000000180025095e-35 1371.4650000000001 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0015109350881793873 -0.010634355149272022 0.0080057540625370158 -0.00068147142375709561
leaf_weight=1011.5498883798718 128.52957155555487 811.35516296327114 898.27705307677388
leaf_count=8877 1895 5941 10842
internal_value=0.00211363 0.00440837 -0.00194534
internal_weight=2849.71 1822.91 1026.81
internal_count=27555 14818 12737
is_linear=0
shrinkage=0.0149828


Tree=80
num_leaves=4
num_cat=0
split_feature=13 27 1
split_gain=80.4502 54.6693 25.0289
threshold=34.935000000000009 1802.5000000000002 198500.00000000003
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00057906455184303092 0.0018939500946672811 0.0075970250923693902 -0.0067410317192583905
leaf_weight=161.54805795103312 1959.8855818808079 467.28340485692024 273.09728983044624
leaf_count=1916 18279 4357 3103
internal_value=0.00193428 0.00299967 -0.00396645
internal_weight=2861.81 2427.17 434.645
internal_count=27655 22636 5019
is_linear=0
shrinkage=0.0149828


Tree=81
num_leaves=4
num_cat=0
split_feature=22 9 25
split_gain=116.139 111.289 57.8318
threshold=1.0000000180025095e-35 6043.2050000000008 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0028831814169627671 0.0025427318683514106 0.013987144431263712 -0.0047458434588323961
leaf_weight=1598.3466830253601 387.99497853219509 229.14271884411573 643.12733085826039
leaf_count=13319 3840 1449 8955
internal_value=0.0020227 0.00429118 -0.00198293
internal_weight=2858.61 1827.49 1031.12
internal_count=27563 14768 12795
is_linear=0
shrinkage=0.0149828


Tree=82
num_leaves=4
num_cat=0
split_feature=25 24 0
split_gain=121.317 69.8512 32.2811
threshold=1.0000000180025095e-35 1.0000000180025095e-35 3950.0000000000005
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0083070445626735011 -0.0084180535144841619 0.00048113214160727728 0.0031152952765551483
leaf_weight=540.79730686545372 223.98022019118071 1527.2655093111098 549.74881494045258
leaf_count=4389 2842 15689 4485
internal_value=0.00177999 -0.000654367 0.00569774
internal_weight=2841.79 1751.25 1090.55
internal_count=27405 18531 8874
is_linear=0
shrinkage=0.0149828


Tree=83
num_leaves=4
num_cat=0
split_feature=33 11 30
split_gain=100.043 54.2307 36.4027
threshold=0.27705000000000007 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0080275208337889908 0.01381405381611845 0.002866842231532695 -0.00090766964187139723
leaf_weight=204.14279300346971 104.85833348706365 1793.4906872175634 749.69215321168303
leaf_count=2716 806 16169 7777
internal_value=0.00149747 0.00348746 -0.00244641
internal_weight=2852.18 1898.35 953.835
internal_count=27468 16975 10493
is_linear=0
shrinkage=0.0149828


Tree=84
num_leaves=4
num_cat=0
split_feature=24 3 3
split_gain=90.6766 65.8719 30.0393
threshold=8049.2300000000005 0.71715000000000007 0.67985000000000007
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0018327535598810967 0.0041141332783193648 0.0030817700471748506 0.012395989848038831
leaf_weight=1138.2517924569547 190.19793730601668 1313.1277122348547 209.80839428305626
leaf_count=11667 1525 12567 1671
internal_value=0.00187999 0.000795156 0.00846897
internal_weight=2851.39 2451.38 400.006
internal_count=27430 24234 3196
is_linear=0
shrinkage=0.0149828


Tree=85
num_leaves=4
num_cat=0
split_feature=22 8 25
split_gain=117.997 83.59 48.8308
threshold=1.0000000180025095e-35 353.50000000000006 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0028400775393807773 0.0019715792452298041 0.011851752992403023 -0.0047230518717761077
leaf_weight=1565.847615301609 390.53162983804941 268.77685984224081 635.87065178900957
leaf_count=12930 3837 1786 8884
internal_value=0.00189759 0.00417365 -0.00215566
internal_weight=2861.03 1834.62 1026.4
internal_count=27437 14716 12721
is_linear=0
shrinkage=0.0149828


Tree=86
num_leaves=4
num_cat=0
split_feature=33 3 16
split_gain=111.824 90.0403 35.612
threshold=0.27705000000000007 0.75035000000000007 1.0000000180025095e-35
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00030022627172150311 0.00082367016554968917 0.0074393787743407885 -0.0061549804129358539
leaf_weight=572.41351318359375 1129.0819218866527 782.13845119252801 395.00517154857516
leaf_count=5740 10409 6595 4926
internal_value=0.00143592 0.00353786 -0.00270003
internal_weight=2878.64 1911.22 967.419
internal_count=27670 17004 10666
is_linear=0
shrinkage=0.0149828


Tree=87
num_leaves=4
num_cat=0
split_feature=22 24 25
split_gain=94.5098 66.6969 45.2875
threshold=1.0000000180025095e-35 6654.1350000000011 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0023828359422509338 0.0020736148831996151 0.0097395336752358549 -0.0043639767080183934
leaf_weight=1497.4063346013427 390.70905386656523 337.84025889635086 640.77094932645559
leaf_count=12444 3821 2221 8974
internal_value=0.00170865 0.00374851 -0.00190607
internal_weight=2866.73 1835.25 1031.48
internal_count=27460 14665 12795
is_linear=0
shrinkage=0.0149828


Tree=88
num_leaves=4
num_cat=0
split_feature=37 9 10
split_gain=122.789 83.8348 36.5009
threshold=1.0000000180025095e-35 8226.3150000000023 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0020191324473431012 -0.007345943234262603 0.010848872721184599 0.00028609732745104249
leaf_weight=2018.3954511508346 379.03778768703341 271.76628126576543 215.27526297420263
leaf_count=18251 4780 2144 2433
internal_value=0.00150075 0.00307774 -0.00454137
internal_weight=2884.47 2290.16 594.313
internal_count=27608 20395 7213
is_linear=0
shrinkage=0.0149828


Tree=89
num_leaves=4
num_cat=0
split_feature=37 30 29
split_gain=106.704 65.511 32.827
threshold=1.0000000180025095e-35 1.0000000180025095e-35 50.57500000000001
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0095326421418344218 -0.0086481843466883757 0.0017624377379336566 -0.0014564115848454903
leaf_weight=274.98480545729399 241.92012737318873 2007.1429183892906 351.6842736415565
leaf_count=2138 3287 18159 3951
internal_value=0.00123446 0.00270885 -0.00439986
internal_weight=2875.73 2282.13 593.604
internal_count=27535 20297 7238
is_linear=0
shrinkage=0.0149828


Tree=90
num_leaves=4
num_cat=0
split_feature=21 9 21
split_gain=89.7119 95.3506 71.2227
threshold=1.0000000180025095e-35 1866.5150000000001 14.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.001224334289760049 -0.0023019606790251157 0.0085170089348935753 0.021738929912004847
leaf_weight=1161.9713666550815 1063.3518495187163 615.13622006773949 25.372037563472986
leaf_count=10372 12378 4422 194
internal_value=0.00168232 0.00375735 -0.00169129
internal_weight=2865.83 1777.11 1088.72
internal_count=27366 14794 12572
is_linear=0
shrinkage=0.0149828


Tree=91
num_leaves=4
num_cat=0
split_feature=37 30 29
split_gain=112.902 77.515 40.2629
threshold=1.0000000180025095e-35 1.0000000180025095e-35 42.545000000000009
decision_type=8 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.010612908002860452 -0.0097087773220795644 0.0022086636094017817 -0.0013357497674784844
leaf_weight=278.4086097702384 192.77997418865561 2018.5004517138004 389.45272350683808
leaf_count=2140 2674 18211 4424
internal_value=0.00174205 0.0032379 -0.00412398
internal_weight=2879.14 2296.91 582.233
internal_count=27449 20351 7098
is_linear=0
shrinkage=0.0149828


Tree=92
num_leaves=4
num_cat=0
split_feature=37 17 25
split_gain=135.083 85.2556 37.5372
threshold=1.0000000180025095e-35 0.9507500000000001 800.04500000000019
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.002540799874309582 -0.0012361647959828221 0.01333179346413515 -0.0089083143456401368
leaf_weight=2128.2831366844475 321.69707268103957 175.26440388336778 260.38493896648288
leaf_count=18957 3683 1365 3469
internal_value=0.00174312 0.00337475 -0.00467747
internal_weight=2885.63 2303.55 582.082
internal_count=27474 20322 7152
is_linear=0
shrinkage=0.0149828


Tree=93
num_leaves=4
num_cat=0
split_feature=33 21 0
split_gain=96.0613 58.976 26.2276
threshold=0.093850000000000003 1.0000000180025095e-35 2040.0000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0023677000873949276 0.0047030479173748481 -7.2272974685844407e-05 -0.006431015069693795
leaf_weight=91.019667860120535 1517.9505037590861 927.05542283132672 361.4872370660305
leaf_count=1030 11882 10265 4382
internal_value=0.00170982 0.00288593 -0.00459662
internal_weight=2897.51 2445.01 452.507
internal_count=27559 22147 5412
is_linear=0
shrinkage=0.0149828


Tree=94
num_leaves=4
num_cat=0
split_feature=37 17 10
split_gain=118.851 75.0954 29.0458
threshold=1.0000000180025095e-35 0.9507500000000001 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0022538665184401053 -0.0071137317012880241 0.012340562680303367 -0.00019056373990910522
leaf_weight=2122.7191920988262 363.31623839586973 176.88816967606544 220.20581286028028
leaf_count=18852 4679 1367 2502
internal_value=0.00150756 0.00304219 -0.00450473
internal_weight=2883.13 2299.61 583.522
internal_count=27400 20219 7181
is_linear=0
shrinkage=0.0149828


Tree=95
num_leaves=4
num_cat=0
split_feature=24 3 34
split_gain=83.3004 77.6711 24.5751
threshold=1.0000000180025095e-35 0.71715000000000007 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.010288417156404413 -0.00039538667754507897 0.0048120981137216622 -0.0020108752076129529
leaf_weight=143.1198273152113 1215.7976686321199 1347.0759150087833 188.42824390158057
leaf_count=1924 11565 11887 2143
internal_value=0.001419 0.00233631 -0.00559985
internal_weight=2894.42 2562.87 331.548
internal_count=27519 23452 4067
is_linear=0
shrinkage=0.0149828


Tree=96
num_leaves=4
num_cat=0
split_feature=24 16 28
split_gain=94.066 80.5484 31.0097
threshold=1.0000000180025095e-35 1.0000000180025095e-35 93.305000000000021
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0083046186305277998 0.0046007850950743829 -0.00077482852412848972 0.0031691344629928954
leaf_weight=266.90795621648431 1529.6808490119874 1047.6831680461764 61.346041589975357
leaf_count=3441 12301 11203 607
internal_value=0.00144447 0.00240966 -0.00605868
internal_weight=2905.62 2577.36 328.254
internal_count=27552 23504 4048
is_linear=0
shrinkage=0.0149828


Tree=97
num_leaves=4
num_cat=0
split_feature=33 25 15
split_gain=98.9373 70.9241 18.4644
threshold=0.093850000000000003 1.0000000180025095e-35 3.5000000000000004
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0072127129116630684 0.0055923412550369228 0.00038721005645451562 -0.00055083408455277596
leaf_weight=310.02315130084753 975.52938638627529 1480.9746318347752 136.87382435426116
leaf_count=3921 7365 14771 1493
internal_value=0.00127735 0.00245989 -0.00517284
internal_weight=2903.4 2456.5 446.897
internal_count=27550 22136 5414
is_linear=0
shrinkage=0.0149828


Tree=98
num_leaves=4
num_cat=0
split_feature=37 9 10
split_gain=108.424 68.0235 34.839
threshold=1.0000000180025095e-35 11022.160000000002 9.5000000000000018
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0020835110911245334 -0.0077682681528262361 0.011402908674155219 -0.00038784402098965113
leaf_weight=2128.9202564917505 312.07378794625401 188.8994018137455 268.57616654038429
leaf_count=18882 4054 1422 3119
internal_value=0.00140204 0.00285478 -0.00436172
internal_weight=2898.47 2317.82 580.65
internal_count=27477 20304 7173
is_linear=0
shrinkage=0.0149828


Tree=99
num_leaves=4
num_cat=0
split_feature=37 9 15
split_gain=118.104 59.0103 27.7412
threshold=1.0000000180025095e-35 15282.560000000001 7.0000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0024286034871236497 -0.0064764519242362 0.013827000490506617 0.0010533712731142044
leaf_weight=2219.108649790287 436.45650161057711 103.74961706995964 140.28733843937516
leaf_count=19499 5622 748 1548
internal_value=0.00144266 0.00295172 -0.00459889
internal_weight=2899.6 2322.86 576.744
internal_count=27417 20247 7170
is_linear=0
shrinkage=0.0149828


Tree=100
num_leaves=4
num_cat=0
split_feature=9 16 29
split_gain=92.8861 95.0547 66.4744
threshold=3121.2400000000002 1.0000000180025095e-35 32.760000000000012
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0057074641829205552 0.011267905690090747 0.00054753374067032792 0.0011749622181630687
leaf_weight=379.09626398608088 383.4532274082303 358.43832460790873 1781.5784788988531
leaf_count=4316 2634 3908 16576
internal_value=0.00153437 0.00609753 -2.94408e-05
internal_weight=2902.57 741.892 2160.67
internal_count=27434 6542 20892
is_linear=0
shrinkage=0.0149828


Tree=101
num_leaves=3
num_cat=0
split_feature=16 16
split_gain=69.8587 71.5454
threshold=11.500000000000002 1.0000000180025095e-35
decision_type=8 10
left_child=1 -1
right_child=-2 -3
leaf_value=0.0024876058203713823 0.016131845714643569 -0.0023914683451980458
leaf_weight=1764.6349756792188 63.347906947135925 1085.7476078607142
leaf_count=14922 455 12171
internal_value=0.000975493 0.000624141
internal_weight=2913.73 2850.38
internal_count=27548 27093
is_linear=0
shrinkage=0.0149828


Tree=102
num_leaves=4
num_cat=0
split_feature=9 33 16
split_gain=86.0152 58.7868 44.4221
threshold=8226.3150000000023 0.25005000000000005 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0030363509953755664 0.013719344896508471 0.001901992155849457 0.0027945002403370394
leaf_weight=768.31897426396608 173.42203693091869 1802.4005746841431 161.37373785302043
leaf_count=8657 1100 15947 1687
internal_value=0.0013557 0.000420285 0.00846362
internal_weight=2905.52 2570.72 334.796
internal_count=27391 24604 2787
is_linear=0
shrinkage=0.0149828


Tree=103
num_leaves=4
num_cat=0
split_feature=37 3 10
split_gain=83.3744 59.7595 34.8017
threshold=1.0000000180025095e-35 0.78075000000000017 10.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00049501519221063631 -0.0067614138599999948 0.0054466848300502441 0.00076086589184185145
leaf_weight=1417.0408282056451 363.08158840239048 892.84996186569333 214.72286423295736
leaf_count=12787 4755 7348 2436
internal_value=0.00113911 0.00241496 -0.00392747
internal_weight=2887.7 2309.89 577.804
internal_count=27326 20135 7191
is_linear=0
shrinkage=0.0149828


Tree=104
num_leaves=4
num_cat=0
split_feature=33 3 37
split_gain=83.4641 78.4369 35.2239
threshold=0.27705000000000007 0.71715000000000007 1.0000000180025095e-35
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00053198955623256149 0.00020239388354912447 0.0061936824006721646 -0.006969540611376006
leaf_weight=684.99872722476721 1030.6152346096933 937.34669983386993 263.8132756985724
leaf_count=6763 9320 7694 3719
internal_value=0.00130084 0.00306191 -0.0023351
internal_weight=2916.77 1967.96 948.812
internal_count=27496 17014 10482
is_linear=0
shrinkage=0.0149828


Tree=105
num_leaves=4
num_cat=0
split_feature=22 9 16
split_gain=94.3745 74.0829 39.4309
threshold=1.0000000180025095e-35 809.5200000000001 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00097277818087379965 -0.003606887963157075 0.0051366285504771013 0.0077957028107509549
leaf_weight=707.03578719869256 958.69439012557268 1175.5806196928024 69.897739019244909
leaf_count=6247 12108 8526 598
internal_value=0.000836949 0.00283246 -0.00280027
internal_weight=2911.21 1882.62 1028.59
internal_count=27479 14773 12706
is_linear=0
shrinkage=0.0149828


Tree=106
num_leaves=4
num_cat=0
split_feature=37 3 25
split_gain=98.2015 66.8679 32.7741
threshold=1.0000000180025095e-35 0.76615000000000011 337.43500000000006
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00067825037027587976 -6.404570159450271e-05 0.0057906652861842451 -0.0072594145101963995
leaf_weight=1357.0703319348395 260.04557070508599 998.52570968493819 316.79442339390516
leaf_count=12239 2961 8155 4268
internal_value=0.00149189 0.00285093 -0.00402295
internal_weight=2932.44 2355.6 576.84
internal_count=27623 20394 7229
is_linear=0
shrinkage=0.0149828


Tree=107
num_leaves=4
num_cat=0
split_feature=29 3 3
split_gain=70.7913 55.2258 35.0503
threshold=50.57500000000001 0.71715000000000007 0.83935000000000015
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0047530335442015912 5.83670370310357e-05 0.0049605578467348463 0.0016458951349213806
leaf_weight=570.61397967860103 1036.6223081350327 1030.3689009808004 282.37081479281187
leaf_count=6487 9485 8609 2921
internal_value=0.00100693 0.00250745 -0.00260994
internal_weight=2919.98 2066.99 852.985
internal_count=27502 18094 9408
is_linear=0
shrinkage=0.0149828


Tree=108
num_leaves=4
num_cat=0
split_feature=3 24 28
split_gain=76.0347 80.6842 66.1833
threshold=0.71715000000000007 1222.0250000000003 88.975000000000009
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0038637839034868005 -0.00025419713449287306 0.0065699670795018811 0.0028855547748695082
leaf_weight=871.88885124400258 703.83990952000022 851.29307777807117 514.58967089280486
leaf_count=9336 7209 6866 4226
internal_value=0.00119675 0.00347085 -0.00134472
internal_weight=2941.61 1555.13 1386.48
internal_count=27637 14075 13562
is_linear=0
shrinkage=0.0149828


Tree=109
num_leaves=4
num_cat=0
split_feature=22 25 37
split_gain=89.4584 51.8679 41.62
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0064296216488660442 -0.00045396463768355804 0.0013521694199426738 -0.0075866122354971664
leaf_weight=747.77323011308908 798.69966827332973 1148.6251420974731 237.30310117080808
leaf_count=5135 8965 9597 3824
internal_value=0.00142622 0.0033612 -0.00210099
internal_weight=2932.4 1896.4 1036
internal_count=27521 14732 12789
is_linear=0
shrinkage=0.0149828


Tree=110
num_leaves=4
num_cat=0
split_feature=24 3 28
split_gain=76.2619 76.9218 28.1338
threshold=1.0000000180025095e-35 0.61555000000000015 61.555000000000007
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0097112275645341167 -0.0019022196594649268 0.0036613318271453113 -0.00077441421880751623
leaf_weight=178.31241380795836 797.95544509962201 1814.1772420294583 143.97940524294972
leaf_count=2485 7540 15926 1536
internal_value=0.00110328 0.00195499 -0.00572573
internal_weight=2934.42 2612.13 322.292
internal_count=27487 23466 4021
is_linear=0
shrinkage=0.0149828


Tree=111
num_leaves=4
num_cat=0
split_feature=25 3 3
split_gain=93.988 76.9157 28.1602
threshold=1.0000000180025095e-35 0.71715000000000007 0.61555000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0015336434260230507 -0.0044811229730403208 0.0017968372420461077 0.006420617541361421
leaf_weight=425.23218324407935 759.6391782425344 1022.7563883289695 722.44048251211643
leaf_count=3497 8452 10026 5449
internal_value=0.00127457 -0.000870812 0.00461517
internal_weight=2930.07 1782.4 1147.67
internal_count=27424 18478 8946
is_linear=0
shrinkage=0.0149828


Tree=112
num_leaves=4
num_cat=0
split_feature=25 3 16
split_gain=82.5654 68.7263 35.3016
threshold=1.0000000180025095e-35 0.75035000000000007 6.5000000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0032522353012786102 -0.004031323587756922 0.001849378741911673 0.012397323260782214
leaf_weight=1050.3899078518152 880.86642599478364 894.21587048843503 101.50347946211696
leaf_count=8214 9773 8720 741
internal_value=0.000959481 -0.00106014 0.00408067
internal_weight=2926.98 1775.08 1151.89
internal_count=27448 18493 8955
is_linear=0
shrinkage=0.0149828


Tree=113
num_leaves=4
num_cat=0
split_feature=33 16 7
split_gain=75.5343 55.4708 30.6871
threshold=0.27705000000000007 6.5000000000000009 1.5000000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00030855202077225319 0.0021957870906979659 0.013495955471469376 -0.0059169387669720189
leaf_weight=607.95286389812827 1895.7150220945477 99.592473182827234 343.10240944847465
leaf_count=6103 16315 760 4395
internal_value=0.00111823 0.00277592 -0.00234294
internal_weight=2946.36 1995.31 951.055
internal_count=27573 17075 10498
is_linear=0
shrinkage=0.0149828


Tree=114
num_leaves=4
num_cat=0
split_feature=22 24 24
split_gain=78.5983 50.2553 32.7384
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00047142911963328721 -0.0093469359402110451 0.0046857676989647224 -0.0011494211746598362
leaf_weight=623.97062769904733 122.49995322152972 1276.3172799125314 913.26024203747511
leaf_count=5737 1934 8984 10813
internal_value=0.00117167 0.0029826 -0.00213611
internal_weight=2936.05 1900.29 1035.76
internal_count=27468 14721 12747
is_linear=0
shrinkage=0.0149828


Tree=115
num_leaves=4
num_cat=0
split_feature=37 30 30
split_gain=77.6941 78.5898 22.2268
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.077750000000000014
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0097333953955152756 -0.0054167362666921503 0.0015101060280057097 0.0011476564420227044
leaf_weight=295.84902074560523 414.55463274568319 2073.0871575064957 153.67329809442163
leaf_count=2156 5419 18147 1697
internal_value=0.00135159 0.00254739 -0.00359934
internal_weight=2937.16 2368.94 568.228
internal_count=27419 20303 7116
is_linear=0
shrinkage=0.0149828


Tree=116
num_leaves=4
num_cat=0
split_feature=16 9 16
split_gain=70.7466 87.6215 86.0494
threshold=1.0000000180025095e-35 4632.0750000000016 5.5000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0014654297476517197 -0.0035619535948130613 0.010468675431489754 0.0078551970606900341
leaf_weight=1512.0807157568634 978.27907240018249 286.32434379309416 170.99786395952106
leaf_count=13104 11103 1862 1478
internal_value=0.00105558 0.00291202 -0.0018369
internal_weight=2947.68 1798.41 1149.28
internal_count=27547 14966 12581
is_linear=0
shrinkage=0.0149828


Tree=117
num_leaves=4
num_cat=0
split_feature=16 16 24
split_gain=70.3504 72.5894 55.1944
threshold=1.0000000180025095e-35 5.5000000000000009 639.43500000000006
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0017055739556878912 -0.0036211935991128041 0.0067442438069909155 0.0042860224271690965
leaf_weight=457.85219148546457 968.79785451292992 176.00250079482794 1333.5319462232292
leaf_count=4776 11039 1525 10100
internal_value=0.000887825 -0.00200248 0.00274295
internal_weight=2936.18 1144.8 1791.38
internal_count=27440 12564 14876
is_linear=0
shrinkage=0.0149828


Tree=118
num_leaves=4
num_cat=0
split_feature=9 29 16
split_gain=76.3425 55.563 53.8416
threshold=4632.0750000000016 32.760000000000012 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0048230064826712132 0.010830233689372974 0.0012338739936441098 0.0014655468031430005
leaf_weight=405.82575491443276 288.75405646115541 1999.601815097034 263.88699810951948
leaf_count=4660 1858 18230 2806
internal_value=0.00136307 0.000204357 0.0063692
internal_weight=2958.07 2405.43 552.641
internal_count=27554 22890 4664
is_linear=0
shrinkage=0.0149828


Tree=119
num_leaves=4
num_cat=0
split_feature=37 25 20
split_gain=98.262 68.4668 17.0332
threshold=1.0000000180025095e-35 25.320000000000004 21419.955000000005
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0049846485751461108 -0.0059404863195501364 -0.00014089167509007499 0.0014899557279162369
leaf_weight=1013.9528092369437 487.81434931978583 1361.5537523441017 75.084743861109018
leaf_count=7406 6289 12917 838
internal_value=0.000704886 0.00204157 -0.0048993
internal_weight=2938.41 2375.51 562.899
internal_count=27450 20323 7127
is_linear=0
shrinkage=0.0149828


Tree=120
num_leaves=4
num_cat=0
split_feature=33 3 1
split_gain=83.6726 80.7745 22.5581
threshold=0.093850000000000003 0.78075000000000017 85500.000000000015
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0080719332156626317 0.00030469918742476773 0.005861815847287467 -0.0055960204811426372
leaf_weight=25.556364800781012 1577.2054006829858 935.48123821616173 409.83306897059083
leaf_count=293 14500 7600 5098
internal_value=0.00132598 0.00237947 -0.00470358
internal_weight=2948.08 2512.69 435.389
internal_count=27491 22100 5391
is_linear=0
shrinkage=0.0149828


Tree=121
num_leaves=4
num_cat=0
split_feature=22 9 37
split_gain=89.215 64.7271 30.2669
threshold=1.0000000180025095e-35 11022.160000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0021308116376559764 -0.0011556973480770197 0.012623447900312718 -0.0073135089742862236
leaf_weight=1777.3015436306596 807.14766899496317 139.12711784243584 230.23467283695936
leaf_count=13971 8991 759 3785
internal_value=0.000991608 0.0029087 -0.00253502
internal_weight=2953.81 1916.43 1037.38
internal_count=27506 14730 12776
is_linear=0
shrinkage=0.0149828


Tree=122
num_leaves=4
num_cat=0
split_feature=16 16 17
split_gain=66.9228 95.9713 52.5231
threshold=7.5000000000000009 1.0000000180025095e-35 0.87285000000000013
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0025270814850674897 0.0056194509814257677 -0.0031908528763962656 0.026954834547384478
leaf_weight=1813.4455878809094 86.644718557596207 1029.5227315761149 33.367117937654257
leaf_count=14995 664 11678 241
internal_value=0.000918961 0.000451234 0.0117232
internal_weight=2962.98 2842.97 120.012
internal_count=27578 26673 905
is_linear=0
shrinkage=0.0149828


Tree=123
num_leaves=4
num_cat=0
split_feature=3 33 28
split_gain=69.3269 72.8669 47.9066
threshold=0.71715000000000007 0.093850000000000003 88.975000000000009
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.003733524370662468 -0.0039391652009736792 0.004494157734982236 0.0020137071578613911
leaf_weight=860.55898870527744 273.53844429552555 1311.2128731533885 516.05789548158646
leaf_count=9277 3244 10852 4188
internal_value=0.000885097 0.00302199 -0.00156542
internal_weight=2961.37 1584.75 1376.62
internal_count=27561 14096 13465
is_linear=0
shrinkage=0.0149828


Tree=124
num_leaves=4
num_cat=0
split_feature=37 17 22
split_gain=76.5611 65.8211 23.1649
threshold=1.0000000180025095e-35 0.78995000000000015 1.0000000180025095e-35
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0011986427572016245 -0.0015905490364971795 0.0039150551831270393 -0.0077955577200179305
leaf_weight=897.85323757305741 337.66077942401171 1496.1059481315315 229.20357210561633
leaf_count=8070 3379 12309 3789
internal_value=0.000815005 0.00199024 -0.00411342
internal_weight=2960.82 2393.96 566.864
internal_count=27547 20379 7168
is_linear=0
shrinkage=0.0149828


Tree=125
num_leaves=4
num_cat=0
split_feature=33 9 10
split_gain=55.7864 47.5722 17.3826
threshold=0.093850000000000003 11022.160000000002 10.500000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0062682504691903666 0.0010407198365061042 0.0083341607145731543 -3.2672684902181405e-05
leaf_weight=286.52339904382825 2308.5440363362432 217.08529467508197 150.06453374773264
leaf_count=3720 20512 1634 1684
internal_value=0.000819184 0.00167718 -0.00409773
internal_weight=2962.22 2525.63 436.588
internal_count=27550 22146 5404
is_linear=0
shrinkage=0.0149828


Tree=126
num_leaves=4
num_cat=0
split_feature=33 3 24
split_gain=77.5897 59.422 27.0475
threshold=0.27705000000000007 0.61555000000000015 1.0000000180025095e-35
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0067810256597584957 -0.0007543768931596547 0.004663916633850765 -0.00089494091027480615
leaf_weight=232.23524589836597 677.32039497420192 1339.5517615713179 712.28723157942295
leaf_count=3188 6099 10927 7308
internal_value=0.00117427 0.00283531 -0.00235573
internal_weight=2961.39 2016.87 944.522
internal_count=27522 17026 10496
is_linear=0
shrinkage=0.0149828


Tree=127
num_leaves=4
num_cat=0
split_feature=22 13 1
split_gain=59.8542 36.0902 35.8902
threshold=1.0000000180025095e-35 28.525000000000002 84500.000000000015
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0032128569901008729 0.007593275073908513 0.0033736720705368158 -0.00261509016102065
leaf_weight=203.18297388032079 80.843242108821869 1727.9439449496567 953.49030110985041
leaf_count=2020 885 12739 11869
internal_value=0.00110811 0.00266712 -0.00178817
internal_weight=2965.46 1931.13 1034.33
internal_count=27513 14759 12754
is_linear=0
shrinkage=0.0149828


Tree=128
num_leaves=4
num_cat=0
split_feature=33 9 10
split_gain=83.3212 41.1086 26.928
threshold=0.27705000000000007 15282.560000000001 10.500000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0046432074801893326 0.0022904696458945365 0.012221128971485423 0.00050610136736141864
leaf_weight=573.23478396981955 1935.238508079201 95.238247036933899 367.58336349949241
leaf_count=6741 16405 648 3710
internal_value=0.00106155 0.00277096 -0.00261051
internal_weight=2971.29 2030.48 940.818
internal_count=27504 17053 10451
is_linear=0
shrinkage=0.0149828


Tree=129
num_leaves=4
num_cat=0
split_feature=24 16 38
split_gain=61.7293 48.5578 16.2149
threshold=1.0000000180025095e-35 1.0000000180025095e-35 4126.4300000000012
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0076473828845085518 0.0032621641219698072 -0.00085222935604614518 -0.00010455524917957349
leaf_weight=218.94860982522368 1590.2077130079269 1070.0516669414937 92.471887990832329
leaf_count=2993 12272 11284 995
internal_value=0.000859313 0.00160158 -0.00540695
internal_weight=2971.68 2660.26 311.42
internal_count=27544 23556 3988
is_linear=0
shrinkage=0.0149828


Tree=130
num_leaves=4
num_cat=0
split_feature=16 16 11
split_gain=63.7533 88.1904 25.9724
threshold=6.5000000000000009 1.0000000180025095e-35 88.205000000000013
decision_type=10 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0024625802453703458 0.022361875301631393 -0.0030549022275916521 0.0072475115841371639
leaf_weight=1816.7020235732198 30.890437062829733 1007.2881647013128 110.47736526280642
leaf_count=14913 224 11457 874
internal_value=0.000985914 0.000489316 0.0106871
internal_weight=2965.36 2823.99 141.368
internal_count=27468 26370 1098
is_linear=0
shrinkage=0.0149828


Tree=131
num_leaves=4
num_cat=0
split_feature=21 27 1
split_gain=83.2976 54.5372 34.8604
threshold=1.0000000180025095e-35 603.50000000000011 84500.000000000015
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00095243372260521864 0.0062292009734557898 0.006463517767908814 -0.0032822800169841622
leaf_weight=1268.6731856651604 90.790965925902128 590.89284133538604 1013.7687000073493
leaf_count=10479 922 4348 11735
internal_value=0.000774469 0.00271163 -0.00247323
internal_weight=2964.13 1859.57 1104.56
internal_count=27484 14827 12657
is_linear=0
shrinkage=0.0149828


Tree=132
num_leaves=4
num_cat=0
split_feature=16 8 23
split_gain=73.0788 64.6554 29.2818
threshold=10.500000000000002 237.50000000000003 1.0969500000000003
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00076362890239730068 0.023796875182949515 0.0043883689424348126 0.0056919180923393235
leaf_weight=2179.0639291070402 39.877709206193686 725.18048978969455 36.581292703747749
leaf_count=20456 259 6626 260
internal_value=0.000906334 0.000520424 0.0150434
internal_weight=2980.7 2904.24 76.459
internal_count=27601 27082 519
is_linear=0
shrinkage=0.0149828


Tree=133
num_leaves=4
num_cat=0
split_feature=25 24 13
split_gain=65.5949 49.1001 29.6357
threshold=1.0000000180025095e-35 10134.945000000002 86.195000000000007
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.006180213803369132 -0.0018739795990975739 0.0073010978629006913 0.0013364828678741512
leaf_weight=493.94811890274286 1666.9512494876981 138.42849065363407 674.96731048822403
leaf_count=3932 17431 1169 4990
internal_value=0.000629091 -0.0011544 0.00339275
internal_weight=2974.3 1805.38 1168.92
internal_count=27522 18600 8922
is_linear=0
shrinkage=0.0149828


Tree=134
num_leaves=4
num_cat=0
split_feature=37 9 10
split_gain=58.2581 45.4107 25.2162
threshold=1.0000000180025095e-35 11022.160000000002 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00098500538084471834 -0.0061912718102172561 0.0082316503466116613 0.0002693732271139656
leaf_weight=2190.2093111351132 349.46554974094033 210.05401691049337 212.20796129107475
leaf_count=18810 4701 1448 2438
internal_value=0.000609711 0.00162924 -0.00371343
internal_weight=2961.94 2400.26 561.674
internal_count=27397 20258 7139
is_linear=0
shrinkage=0.0149828


Tree=135
num_leaves=4
num_cat=0
split_feature=37 25 10
split_gain=75.7681 62.7948 28.4739
threshold=1.0000000180025095e-35 237.68000000000004 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0046268664336160522 -0.0067242732742582257 -0.0001980684609310435 9.1001541438139987e-05
leaf_weight=1115.2228775955737 346.89069224894047 1305.3680682554841 218.59228887781501
leaf_count=8138 4688 12251 2496
internal_value=0.000863151 0.00201948 -0.00405168
internal_weight=2986.07 2420.59 565.483
internal_count=27573 20389 7184
is_linear=0
shrinkage=0.0149828


Tree=136
num_leaves=4
num_cat=0
split_feature=37 3 10
split_gain=59.4028 51.1199 29.7673
threshold=1.0000000180025095e-35 0.81025000000000014 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00011022333363569617 -0.0065088322154915777 0.0047713610855292694 0.00049973025787858664
leaf_weight=1627.1861931718886 344.32508441060781 781.54358098655939 216.08636017143726
leaf_count=14254 4676 6067 2459
internal_value=0.000603551 0.00162882 -0.00376925
internal_weight=2969.14 2408.73 560.411
internal_count=27456 20321 7135
is_linear=0
shrinkage=0.0149828


Tree=137
num_leaves=4
num_cat=0
split_feature=13 27 10
split_gain=55.173 39.3945 28.3798
threshold=34.935000000000009 850.50000000000011 10.500000000000002
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0071360256751366088 0.00032563182320918197 0.0046174863130943721 0.00095702839883893688
leaf_weight=283.52838521078229 1899.6699643544853 641.88485397398472 140.78537309914827
leaf_count=3565 16828 5565 1497
internal_value=0.000577549 0.0014159 -0.00439554
internal_weight=2965.87 2541.55 424.314
internal_count=27455 22393 5062
is_linear=0
shrinkage=0.0149828


Tree=138
num_leaves=4
num_cat=0
split_feature=25 29 16
split_gain=77.0209 54.7057 23.0187
threshold=237.68000000000004 46.815000000000005 9.5000000000000018
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.002929240090549914 -0.0051850264081996526 0.00056436775388862522 0.011541576430246484
leaf_weight=1281.5313613116741 565.8707179017365 1057.7596214003861 70.935279242694378
leaf_count=10388 6704 9921 461
internal_value=0.000760421 -0.00143164 0.00340055
internal_weight=2976.1 1623.63 1352.47
internal_count=27474 16625 10849
is_linear=0
shrinkage=0.0149828


Tree=139
num_leaves=4
num_cat=0
split_feature=16 16 17
split_gain=58.3425 82.7234 42.5501
threshold=7.5000000000000009 1.0000000180025095e-35 0.84795000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0023601712806758119 0.0041359662222226279 -0.0029172848469620162 0.022071778417508816
leaf_weight=1819.5548745281994 75.999813936650753 1046.7006298005581 45.115507330745459
leaf_count=14854 575 11867 306
internal_value=0.000863283 0.000427853 0.0109059
internal_weight=2987.37 2866.26 121.115
internal_count=27602 26721 881
is_linear=0
shrinkage=0.0149828


Tree=140
num_leaves=4
num_cat=0
split_feature=37 30 5
split_gain=60.0435 52.1008 25.8711
threshold=1.0000000180025095e-35 1.0000000180025095e-35 96.715000000000018
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0074581733414487341 0.00023821020951629275 0.00082921196704209338 -0.0062708652227299894
leaf_weight=301.61652126163244 216.34424161911011 2123.0647907368839 348.78816577792168
leaf_count=2153 2559 18189 4676
internal_value=0.000634857 0.00166293 -0.00374235
internal_weight=2989.81 2424.68 565.132
internal_count=27577 20342 7235
is_linear=0
shrinkage=0.0149828


Tree=141
num_leaves=4
num_cat=0
split_feature=33 3 25
split_gain=58.5091 51.8613 24.6628
threshold=0.093850000000000003 0.76615000000000011 1095.2300000000002
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.00052754212442778945 -6.9907712679380212e-05 0.0042475395683841495 -0.0077460041120689981
leaf_weight=209.06472756713629 1494.2229817733169 1060.6415277384222 219.51760224997997
leaf_count=2450 13701 8433 2948
internal_value=0.000855294 0.00171776 -0.00423777
internal_weight=2983.45 2554.86 428.582
internal_count=27532 22134 5398
is_linear=0
shrinkage=0.0149828


Tree=142
num_leaves=4
num_cat=0
split_feature=33 22 24
split_gain=71.2978 33.5018 18.2671
threshold=0.27705000000000007 1.0000000180025095e-35 3586.3950000000004
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.003536409757684906 0.0035395196949121635 -0.00052401728212110143 0.0029804395300510387
leaf_weight=828.66006753593683 1379.8636250346899 667.66049103438854 104.1737308986485
leaf_count=9412 9498 7498 1014
internal_value=0.000639614 0.00220592 -0.00278107
internal_weight=2980.36 2047.52 932.834
internal_count=27422 16996 10426
is_linear=0
shrinkage=0.0149828


Tree=143
num_leaves=4
num_cat=0
split_feature=0 29 24
split_gain=54.0504 36.3117 27.0964
threshold=4050.0000000000005 58.535000000000004 5571.8150000000014
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0016902207232378252 -0.0047915985963839364 0.00040033504495592015 0.0066089952086687328
leaf_weight=1376.6602127291262 467.60803700983524 830.19332040473819 308.02602319046855
leaf_count=13092 5172 6909 2274
internal_value=0.000828442 -0.00146027 0.00259954
internal_weight=2982.49 1297.8 1684.69
internal_count=27447 12081 15366
is_linear=0
shrinkage=0.0149828


Tree=144
num_leaves=4
num_cat=0
split_feature=37 25 39
split_gain=62.5303 45.3758 23.7431
threshold=1.0000000180025095e-35 237.68000000000004 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0041353608755514554 -0.0015229393669424324 1.8056937566473915e-05 -0.0082424842388721786
leaf_weight=1122.1928054243326 382.59772286936641 1298.1107896901667 172.01269938796759
leaf_count=8102 4774 12125 2348
internal_value=0.000889554 0.00193215 -0.00362565
internal_weight=2974.91 2420.3 554.61
internal_count=27349 20227 7122
is_linear=0
shrinkage=0.0149828


Tree=145
num_leaves=4
num_cat=0
split_feature=24 16 14
split_gain=63.2234 53.9019 23.203
threshold=1073.5300000000002 1.0000000180025095e-35 101.28500000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
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leaf_weight=197.74458876624703 1180.6018176004291 679.30946800112724 931.84058380872011
leaf_count=2665 8446 6868 9544
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internal_weight=2989.5 1859.91 1129.59
internal_count=27523 15314 12209
is_linear=0
shrinkage=0.0149828


Tree=146
num_leaves=4
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split_feature=37 17 15
split_gain=54.2056 37.9431 24.8137
threshold=1.0000000180025095e-35 0.80745000000000011 10.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00059627360188877019 -0.0055172640209192082 0.0031581254881486056 0.0017861501661127976
leaf_weight=1089.7387172356248 420.08153154328465 1333.66144669801 133.08026567846537
leaf_count=9516 5683 10751 1473
internal_value=0.000494684 0.00146386 -0.00371712
internal_weight=2976.56 2423.4 553.162
internal_count=27423 20267 7156
is_linear=0
shrinkage=0.0149828


Tree=147
num_leaves=4
num_cat=0
split_feature=0 24 22
split_gain=50.5481 30.3903 27.9892
threshold=4410.0000000000009 639.43500000000006 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00064966093549979442 -0.00016357517047466325 0.0035746856430122981 -0.005036072725103021
leaf_weight=547.63141589611769 842.3063602745533 1211.307960100472 385.57480696216226
leaf_count=6036 6525 10083 4898
internal_value=0.000619441 0.00224941 -0.0017042
internal_weight=2986.82 1758.94 1227.88
internal_count=27542 16119 11423
is_linear=0
shrinkage=0.0149828


Tree=148
num_leaves=4
num_cat=0
split_feature=22 8 1
split_gain=60.6159 33.9217 30.8592
threshold=1.0000000180025095e-35 237.50000000000003 84500.000000000015
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010251059778522385 0.0061910563133734768 0.0059106827500556552 -0.0032295989916387691
leaf_weight=1577.6222302354872 81.486545857042074 398.79206720739603 947.67210638523102
leaf_count=12439 879 2447 11839
internal_value=0.000482216 0.0020198 -0.00245572
internal_weight=3005.57 1976.41 1029.16
internal_count=27604 14886 12718
is_linear=0
shrinkage=0.0149828


Tree=149
num_leaves=4
num_cat=0
split_feature=25 36 14
split_gain=63.1622 47.1763 13.6665
threshold=337.43500000000006 0.99995000000000012 101.28500000000001
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00074895226156670091 -0.0067488413445194644 -0.00029973003209519787 0.0033447406683289145
leaf_weight=205.92117564752698 318.37891543284059 1242.8319109007716 1212.6678133271635
leaf_count=2152 4239 11741 9275
internal_value=0.000446337 -0.00162559 0.00273513
internal_weight=2979.8 1561.21 1418.59
internal_count=27407 15980 11427
is_linear=0
shrinkage=0.0149828


Tree=150
num_leaves=4
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split_feature=16 16 24
split_gain=49.0155 65.747 38.8694
threshold=1.0000000180025095e-35 5.5000000000000009 361.86000000000007
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=-0.0023405847804790834 -0.0033008688580466088 0.0064131670555275817 0.0032229252125268362
leaf_weight=339.40762103721499 967.79827360063791 182.736198797822 1516.2748132273555
leaf_count=3758 11095 1509 11265
internal_value=0.000685466 -0.00173434 0.00219345
internal_weight=3006.22 1150.53 1855.68
internal_count=27627 12604 15023
is_linear=0
shrinkage=0.0149828


Tree=151
num_leaves=4
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split_feature=29 21 9
split_gain=56.3944 33.1765 28.3576
threshold=32.760000000000012 1.0000000180025095e-35 1682.9800000000002
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=-0.0068343835252729105 0.002901368994129462 -0.00067091402413231908 0.00042177009595382249
leaf_weight=297.71139655634761 1597.5833342373371 906.79916360974312 194.31971849873662
leaf_count=3560 11925 9901 2141
internal_value=0.000687472 0.00160165 -0.00392548
internal_weight=2996.41 2504.38 492.031
internal_count=27527 21826 5701
is_linear=0
shrinkage=0.0149828


Tree=152
num_leaves=4
num_cat=0
split_feature=22 29 22
split_gain=57.4365 34.0527 24.4379
threshold=1.0000000180025095e-35 32.760000000000012 14.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0026675898947581085 -0.0027007410575130178 0.0028062054394560024 0.013301793597321747
leaf_weight=294.252207133919 1018.6520439237356 1675.3239845111966 18.834559600800276
leaf_count=2807 12664 12011 149
internal_value=0.000471528 0.00197658 -0.00237105
internal_weight=3007.06 1969.58 1037.49
internal_count=27631 14818 12813
is_linear=0
shrinkage=0.0149828


Tree=153
num_leaves=4
num_cat=0
split_feature=37 27 15
split_gain=54.1842 47.1745 27.7364
threshold=1.0000000180025095e-35 603.50000000000011 7.0000000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00014767928050500527 -0.0053972919999930547 0.0044603028449923922 0.0021853895070962619
leaf_weight=1527.6769203059375 411.44389195740223 908.65031124278903 141.35828645899892
leaf_count=12804 5619 7441 1553
internal_value=0.00079814 0.00176187 -0.00341522
internal_weight=2989.13 2436.33 552.802
internal_count=27417 20245 7172
is_linear=0
shrinkage=0.0149828


Tree=154
num_leaves=4
num_cat=0
split_feature=25 3 16
split_gain=49.6841 61.2878 24.4542
threshold=1.0000000180025095e-35 0.75035000000000007 6.5000000000000009
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.0022269087434031148 -0.0038209819251476167 0.0016846419479577984 0.0095687548964028136
leaf_weight=1086.2879903838038 886.43236389011145 919.90345438569784 109.74343807995319
leaf_count=8188 9829 8775 740
internal_value=0.000552664 -0.00100902 0.00292039
internal_weight=3002.37 1806.34 1196.03
internal_count=27532 18604 8928
is_linear=0
shrinkage=0.0149828


Tree=155
num_leaves=4
num_cat=0
split_feature=29 3 9
split_gain=52.9439 51.1498 27.1263
threshold=32.760000000000012 0.61555000000000015 4632.0750000000016
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0056101388013944835 -0.0016010512187621118 0.0029963773315736398 0.0030699316899211598
leaf_weight=389.5495815910399 784.04855976626277 1727.327899761498 96.937414512038231
leaf_count=4646 7299 14569 1021
internal_value=0.000674785 0.00155424 -0.00382496
internal_weight=2997.86 2511.38 486.487
internal_count=27535 21868 5667
is_linear=0
shrinkage=0.0149828


Tree=156
num_leaves=4
num_cat=0
split_feature=0 20 36
split_gain=52.7055 40.2034 27.2091
threshold=4410.0000000000009 18420.810000000001 0.99995000000000012
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.0012218056196198009 -0.0055559875013601323 0.0070916000631346694 -0.00043311688893825888
leaf_weight=1465.8384081162512 312.19871979951859 317.70211101695895 907.54220512881875
leaf_count=13764 3612 2417 7744
internal_value=0.000634772 0.00227761 -0.00175598
internal_weight=3003.28 1783.54 1219.74
internal_count=27537 16181 11356
is_linear=0
shrinkage=0.0149828


Tree=157
num_leaves=4
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split_feature=37 17 10
split_gain=52.6307 40.4495 29.161
threshold=1.0000000180025095e-35 0.90655000000000008 10.500000000000002
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.0005702022324618317 -0.0064548596540451994 0.0058192352127961798 0.00053051994711433696
leaf_weight=2062.9236318692565 336.09693011268973 390.03616221994162 214.50268342345953
leaf_count=17296 4691 3098 2483
internal_value=0.000469822 0.00141267 -0.00369637
internal_weight=3003.56 2452.96 550.6
internal_count=27568 20394 7174
is_linear=0
shrinkage=0.0149828


Tree=158
num_leaves=4
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split_feature=25 29 29
split_gain=57.313 44.74 16.6711
threshold=1.0000000180025095e-35 32.760000000000012 271.38000000000005
decision_type=10 8 10
left_child=2 -2 -1
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leaf_value=0.0038034422350996001 -0.0059074355892896847 8.122084396928317e-05 -0.0016517156628759885
leaf_weight=1064.6566479131579 341.84603517875075 1462.0564875155687 134.84127908572555
leaf_count=7985 4421 14170 935
internal_value=0.000631945 -0.00104896 0.00316885
internal_weight=3003.4 1803.9 1199.5
internal_count=27511 18591 8920
is_linear=0
shrinkage=0.0149828


Tree=159
num_leaves=4
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split_feature=3 25 17
split_gain=64.5799 46.4018 39.9927
threshold=0.71715000000000007 1.0000000180025095e-35 0.67815000000000014
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0009058683762431008 -0.0019538654563853015 -0.0045495626476207834 0.0036346933943111198
leaf_weight=639.97667000070214 366.0262008421123 755.99380910769105 1250.564520958811
leaf_count=5041 3487 8532 10609
internal_value=0.000316189 -0.0020366 0.00235607
internal_weight=3012.56 1395.97 1616.59
internal_count=27669 13573 14096
is_linear=0
shrinkage=0.0149828


Tree=160
num_leaves=4
num_cat=0
split_feature=22 24 24
split_gain=73.1303 32.9061 30.0696
threshold=1.0000000180025095e-35 4120.0750000000007 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00091100641115124587 -0.010068801973003114 0.0051820325954590107 -0.0018532316688608936
leaf_weight=1381.9502719342709 110.86209855601192 573.95943156629801 914.33080962300301
leaf_count=11120 1900 3540 10811
internal_value=0.000470792 0.00217187 -0.00275942
internal_weight=2981.1 1955.91 1025.19
internal_count=27371 14660 12711
is_linear=0
shrinkage=0.0149828


Tree=161
num_leaves=4
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split_feature=25 3 39
split_gain=51.9006 46.3309 20.0133
threshold=1.0000000180025095e-35 0.75035000000000007 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0035369591934829607 -0.0036615941014958519 0.0011430622561765394 -0.0024237191726829014
leaf_weight=1074.2144019156694 864.13571284338832 928.82204185053706 136.36547853052616
leaf_count=7766 9700 8834 1215
internal_value=0.000447372 -0.00116444 0.00284369
internal_weight=3003.54 1792.96 1210.58
internal_count=27515 18534 8981
is_linear=0
shrinkage=0.0149828


Tree=162
num_leaves=4
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split_feature=3 39 28
split_gain=42.1306 40.1128 32.2512
threshold=0.71715000000000007 1.0000000180025095e-35 99.975000000000009
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0030589935255772656 0.0030898421517774961 -0.0033137358592140839 0.0018186000719892089
leaf_weight=953.2450914233923 1346.3788136206567 256.71619474515319 439.46029100939631
leaf_count=10230 11175 2768 3268
internal_value=0.000392087 0.00204966 -0.00150652
internal_weight=2995.8 1603.1 1392.71
internal_count=27441 13943 13498
is_linear=0
shrinkage=0.0149828


Tree=163
num_leaves=4
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split_feature=37 17 0
split_gain=43.8601 49.379 24.3701
threshold=1.0000000180025095e-35 0.99995000000000012 7300.0000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0011597020527872037 -0.001324188995711531 0.010027252858747393 -0.0090822050348977439
leaf_weight=2278.7764037661254 435.7306995652616 146.94849242269993 114.1165506131947
leaf_count=19077 5632 1042 1525
internal_value=0.000839802 0.00170862 -0.00296004
internal_weight=2975.57 2425.72 549.847
internal_count=27276 20119 7157
is_linear=0
shrinkage=0.0149828


Tree=164
num_leaves=4
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split_feature=0 16 39
split_gain=53.937 38.9172 23.0408
threshold=7300.0000000000009 12.500000000000002 1.0000000180025095e-35
decision_type=10 8 8
left_child=1 -1 -2
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leaf_value=0.0012118070588873801 -0.0022997844641097576 0.013639500709908414 -0.010620459884001001
leaf_weight=2389.5475950725377 484.38447177782655 54.568418189883232 86.659247878938913
leaf_count=21854 4400 343 1020
internal_value=0.000531925 0.00150363 -0.00359426
internal_weight=3015.16 2444.12 571.044
internal_count=27617 22197 5420
is_linear=0
shrinkage=0.0149828


Tree=165
num_leaves=4
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split_feature=39 16 28
split_gain=65.7418 45.7064 24.2913
threshold=1.0000000180025095e-35 7.5000000000000009 58.07500000000001
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.001082407495904105 -0.0089312455219414631 0.010537614020767574 -0.0014422009964349123
leaf_weight=2509.8491390496492 187.32795104384422 117.02996570616961 206.13661117851734
leaf_count=22447 2410 824 1968
internal_value=0.000655917 0.00151475 -0.00502209
internal_weight=3020.34 2626.88 393.465
internal_count=27649 23271 4378
is_linear=0
shrinkage=0.0149828


Tree=166
num_leaves=4
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split_feature=0 24 24
split_gain=49.2529 45.9172 37.4844
threshold=7300.0000000000009 5571.8150000000014 1222.0250000000003
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=0.0005369557966552075 -0.010237246511116948 0.0057501124920954823 -0.0011967551784714669
leaf_weight=1961.9343506805599 132.5327979773283 468.60694560781121 438.76009725406766
leaf_count=18652 1630 3373 3757
internal_value=0.000616023 0.00154946 -0.003323
internal_weight=3001.83 2430.54 571.293
internal_count=27412 22025 5387
is_linear=0
shrinkage=0.0149828


Tree=167
num_leaves=4
num_cat=0
split_feature=0 16 4
split_gain=53.7435 35.1498 24.1715
threshold=6650.0000000000009 12.500000000000002 21.845300000000005
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0012118471586757618 -0.0067876284239226101 0.012926461970659203 -0.0010487688640827811
leaf_weight=2246.4032452218235 263.40141446143389 55.657072108238935 445.00457154586911
leaf_count=20485 2813 343 3871
internal_value=0.000396143 0.00150963 -0.00319765
internal_weight=3010.47 2302.06 708.406
internal_count=27512 20828 6684
is_linear=0
shrinkage=0.0149828


Tree=168
num_leaves=4
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split_feature=0 24 4
split_gain=52.1724 39.5174 25.2653
threshold=7300.0000000000009 4788.1250000000009 58.932750000000006
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0002155432010800822 -0.0058953401952461819 0.0048372490706296931 0.00093958305384857926
leaf_weight=1910.1035065688193 395.08694615960121 529.20379808172584 167.05691044032574
leaf_count=18253 4021 3864 1353
internal_value=0.000273387 0.00122507 -0.00382281
internal_weight=3001.45 2439.31 562.144
internal_count=27491 22117 5374
is_linear=0
shrinkage=0.0149828


Tree=169
num_leaves=4
num_cat=0
split_feature=13 3 1
split_gain=50.7483 47.7406 22.5545
threshold=28.525000000000002 0.71715000000000007 177500.00000000003
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0011889345420580267 -0.00091280785007923678 0.0030690395403023892 -0.0075631585663336323
leaf_weight=86.366901259869337 1266.6860153786838 1432.0820882469416 231.21292714774609
leaf_count=1086 11793 11759 2912
internal_value=0.000524719 0.00119498 -0.00510094
internal_weight=3016.35 2698.77 317.58
internal_count=27550 23552 3998
is_linear=0
shrinkage=0.0149828


Tree=170
num_leaves=4
num_cat=0
split_feature=22 27 29
split_gain=57.4248 40.5498 23.7878
threshold=1.0000000180025095e-35 850.50000000000011 65.27500000000002
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00078709237245012801 -0.0050159182884334345 0.005998098050243472 -0.00041110890693618304
leaf_weight=1545.5099685899913 450.3394248187542 426.401974927634 579.69122460484505
leaf_count=12070 6467 2625 6251
internal_value=0.000422959 0.00192292 -0.0024338
internal_weight=3001.94 1971.91 1030.03
internal_count=27413 14695 12718
is_linear=0
shrinkage=0.0149828


Tree=171
num_leaves=4
num_cat=0
split_feature=22 24 24
split_gain=51.781 41.8473 28.0868
threshold=1.0000000180025095e-35 952.59500000000014 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0011537355541153479 -0.0092704298187841431 0.0034891493667467987 -0.0012611528807189836
leaf_weight=631.68138457834721 108.15927499905229 1356.8798859007657 931.82153613865376
leaf_count=5782 1868 9024 10966
internal_value=0.000586305 0.00200511 -0.00211214
internal_weight=3028.54 1988.56 1039.98
internal_count=27640 14806 12834
is_linear=0
shrinkage=0.0149828


Tree=172
num_leaves=4
num_cat=0
split_feature=21 27 21
split_gain=51.0503 42.2263 23.3981
threshold=1.0000000180025095e-35 850.50000000000011 6.5000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00060521065618519701 -0.0030271014974082937 0.0061061148251648741 0.0040695779159899432
leaf_weight=1507.7176163494587 996.01461420580745 393.37667849287391 112.1004609875381
leaf_count=12285 11690 2596 960
internal_value=0.000260645 0.00175295 -0.00228631
internal_weight=3009.21 1901.09 1108.12
internal_count=27531 14881 12650
is_linear=0
shrinkage=0.0149828


Tree=173
num_leaves=4
num_cat=0
split_feature=24 3 28
split_gain=45.4871 37.8954 29.3407
threshold=1.0000000180025095e-35 0.76615000000000011 76.545000000000016
decision_type=10 8 10
left_child=2 -2 -1
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leaf_value=-0.0085398969681909215 -0.0007357532366339735 0.0028328830449770468 0.001185982196736353
leaf_weight=204.13823297992349 1530.3523725196719 1174.3595349565148 99.445362351834774
leaf_count=3055 14114 9393 1012
internal_value=0.000187937 0.000809101 -0.00527324
internal_weight=3008.3 2704.71 303.584
internal_count=27574 23507 4067
is_linear=0
shrinkage=0.0149828


Tree=174
num_leaves=4
num_cat=0
split_feature=37 24 36
split_gain=44.4085 35.472 22.6727
threshold=1.0000000180025095e-35 6654.1350000000011 0.99995000000000012
decision_type=8 10 8
left_child=1 -1 -2
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leaf_value=0.00046720887818466387 -0.005457891548984569 0.0049892337607356793 0.00098697216441000668
leaf_weight=1996.3813995905221 370.77650293707848 482.22773019224405 175.45587718486786
leaf_count=17217 5241 3226 1940
internal_value=0.000498729 0.00135412 -0.00334896
internal_weight=3024.84 2478.61 546.232
internal_count=27624 20443 7181
is_linear=0
shrinkage=0.0149828


Tree=175
num_leaves=4
num_cat=0
split_feature=33 11 7
split_gain=49.0813 31.4011 24.7924
threshold=0.27705000000000007 -1.0000000180025095e-35 1.5000000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00035955309787053121 0.0138695704256566 0.0016867140833177841 -0.005501134536036744
leaf_weight=606.49991200864315 44.944855984300375 2047.0808156430721 323.65850055590272
leaf_count=6096 310 16755 4408
internal_value=0.000690698 0.00196597 -0.00216078
internal_weight=3022.18 2092.03 930.158
internal_count=27569 17065 10504
is_linear=0
shrinkage=0.0149828


Tree=176
num_leaves=4
num_cat=0
split_feature=33 25 21
split_gain=43.1266 29.8136 28.0597
threshold=0.27705000000000007 1095.2300000000002 12.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0004758406165031872 0.001297120864738427 -0.0048702947643749711 0.015018561190667743
leaf_weight=431.98102588579059 2062.1065885685384 494.79771102406085 30.185211107134819
leaf_count=4480 16859 6038 198
internal_value=0.000319795 -0.00236022 0.00151433
internal_weight=3019.07 926.779 2092.29
internal_count=27575 10518 17057
is_linear=0
shrinkage=0.0149828


Tree=177
num_leaves=4
num_cat=0
split_feature=22 25 16
split_gain=50.3385 34.2927 31.023
threshold=1.0000000180025095e-35 1095.2300000000002 5.5000000000000009
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0014038074249532702 -0.00017039123528664389 -0.0058303391681921559 0.011190761818695135
leaf_weight=1925.944935426116 642.46718279644847 384.98438836447895 71.696877144277096
leaf_count=14392 7046 5716 451
internal_value=0.000382767 -0.00230209 0.00177125
internal_weight=3025.09 1027.45 1997.64
internal_count=27605 12762 14843
is_linear=0
shrinkage=0.0149828


Tree=178
num_leaves=4
num_cat=0
split_feature=1 22 37
split_gain=47.6232 46.2259 33.0752
threshold=180500.00000000003 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0030598142669350224 -2.3889820190963178e-06 -0.0061454826847057095 -0.0032593093154497967
leaf_weight=1356.5822103098035 1068.6679380312562 366.46039287000895 209.92954633757472
leaf_count=11284 8286 4906 2923
internal_value=0.000390001 -0.00157413 0.00219763
internal_weight=3001.64 1435.13 1566.51
internal_count=27399 13192 14207
is_linear=0
shrinkage=0.0149828


Tree=179
num_leaves=4
num_cat=0
split_feature=25 3 18
split_gain=43.4631 41.8689 21.5213
threshold=1.0000000180025095e-35 0.75035000000000007 5.5000000000000009
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0039713155094279178 -0.0032271579711397251 0.0013273415875525226 -0.00045524974599089174
leaf_weight=901.25881469249725 873.99345216527581 929.4028874412179 327.86375523731112
leaf_count=6924 9830 8780 2102
internal_value=0.000602239 -0.000871864 0.00277414
internal_weight=3032.52 1803.4 1229.12
internal_count=27636 18610 9026
is_linear=0
shrinkage=0.0149828


Tree=180
num_leaves=4
num_cat=0
split_feature=0 9 10
split_gain=54.1108 38.8484 21.8974
threshold=7300.0000000000009 11022.160000000002 8.5000000000000018
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00086715533426707635 -0.0078706490284570062 0.0070950903608658911 -0.0015729170637395476
leaf_weight=2215.8078205622733 181.95937507040799 247.77373735234141 393.1241891272366
leaf_count=20382 2016 1807 3484
internal_value=0.000533205 0.00150225 -0.00358547
internal_weight=3038.67 2463.58 575.084
internal_count=27689 22189 5500
is_linear=0
shrinkage=0.0149828


Tree=181
num_leaves=4
num_cat=0
split_feature=37 16 29
split_gain=49.6772 46.8231 21.8355
threshold=1.0000000180025095e-35 1.0000000180025095e-35 46.815000000000005
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0026242061214357599 -0.008291005405223038 -0.0015946900531775732 -0.00185454942622518
leaf_weight=1516.8860102072358 179.65411912836134 957.7205556333065 356.77585558220744
leaf_count=11036 2949 9344 4149
internal_value=8.53278e-05 0.000984995 -0.00402948
internal_weight=3011.04 2474.61 536.43
internal_count=27478 20380 7098
is_linear=0
shrinkage=0.0149828


Tree=182
num_leaves=4
num_cat=0
split_feature=3 17 30
split_gain=37.1394 35.5898 12.2316
threshold=0.61555000000000015 0.80745000000000011 0.16755000000000003
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0029901668510330113 -0.00051511364675777297 0.003385833814260992 0.0010770560117710699
leaf_weight=701.8595707975328 966.23782382532954 1128.5863587353379 208.48539365455508
leaf_count=7163 8559 10007 1730
internal_value=0.000479049 0.00157957 -0.00203654
internal_weight=3005.17 2094.82 910.345
internal_count=27459 18566 8893
is_linear=0
shrinkage=0.0149828


Tree=183
num_leaves=4
num_cat=0
split_feature=25 24 15
split_gain=56.556 42.2897 25.0257
threshold=1.0000000180025095e-35 361.86000000000007 3.5000000000000004
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0010857510113093918 -0.0059436774802392543 -5.6471321061781743e-05 0.0054129431228295971
leaf_weight=682.54312120750546 334.15858660824597 1476.9571656063199 541.76637506484985
leaf_count=5112 4473 14183 3834
internal_value=0.000522819 -0.00115204 0.00300936
internal_weight=3035.43 1811.12 1224.31
internal_count=27602 18656 8946
is_linear=0
shrinkage=0.0149828


Tree=184
num_leaves=4
num_cat=0
split_feature=25 29 13
split_gain=60.0001 34.9055 17.871
threshold=1.0000000180025095e-35 32.760000000000012 143.65000000000001
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0041181583656986574 -0.0054722785122630641 -9.6435169406469884e-05 -0.00038958694883405005
leaf_weight=970.35845599323511 330.9677803888917 1461.7545967660844 237.09498237445951
leaf_count=7142 4394 14137 1650
internal_value=0.000634036 -0.00109796 0.00321453
internal_weight=3000.18 1792.72 1207.45
internal_count=27323 18531 8792
is_linear=0
shrinkage=0.0149828


Tree=185
num_leaves=4
num_cat=0
split_feature=37 17 0
split_gain=49.575 36.1341 15.6578
threshold=1.0000000180025095e-35 0.99995000000000012 7300.0000000000009
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00065145307653889336 -0.0025689570130235945 0.0082054794679271709 -0.0089518938239777322
leaf_weight=2334.0515790060163 428.74056848138571 147.94250678643584 109.27389182709157
leaf_count=19337 5624 1023 1525
internal_value=0.000214915 0.00111216 -0.00388904
internal_weight=3020.01 2481.99 538.014
internal_count=27509 20360 7149
is_linear=0
shrinkage=0.0149828


Tree=186
num_leaves=4
num_cat=0
split_feature=33 23 15
split_gain=52.596 44.2159 23.6065
threshold=0.27705000000000007 1.6175000000000002 3.5000000000000004
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=-0.0043134109913483673 0.0027812172097659666 -0.0030420552524234763 0.00062224681897674668
leaf_weight=582.74882351048291 1742.2639926932752 345.72933831810951 336.77406744286418
leaf_count=7061 13695 3267 3407
internal_value=0.000488836 0.00180614 -0.00248521
internal_weight=3007.52 2087.99 919.523
internal_count=27430 16962 10468
is_linear=0
shrinkage=0.0149828


Tree=187
num_leaves=4
num_cat=0
split_feature=16 16 17
split_gain=38.0931 49.2805 36.733
threshold=7.5000000000000009 1.0000000180025095e-35 0.86445000000000005
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0016450590739698109 0.0029308576702821512 -0.0024271560870252097 0.019556196752975801
leaf_weight=1866.7462678141892 87.128069456666708 1032.7112065013498 41.4522794932127
leaf_count=14956 620 11771 271
internal_value=0.000548354 0.0001897 0.00842047
internal_weight=3028.04 2899.46 128.58
internal_count=27618 26727 891
is_linear=0
shrinkage=0.0149828


Tree=188
num_leaves=4
num_cat=0
split_feature=21 0 21
split_gain=54.3269 34.6818 32.4991
threshold=1.0000000180025095e-35 5950.0000000000009 5.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0033447590595023684 -0.0032934008952756493 -0.00085722618904397134 0.0043084112755876697
leaf_weight=1249.9399559982121 960.59547571279109 669.61316610500216 141.04109925031662
leaf_count=9416 11351 5485 1287
internal_value=0.000345569 0.00186987 -0.00229703
internal_weight=3021.19 1919.55 1101.64
internal_count=27539 14901 12638
is_linear=0
shrinkage=0.0149828


Tree=189
num_leaves=4
num_cat=0
split_feature=22 9 0
split_gain=45.9912 37.4017 29.161
threshold=1.0000000180025095e-35 1113.3350000000003 1847.5000000000002
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00027732851731310248 0.0051639392007996948 0.0038173889629746455 -0.0028690961213657606
leaf_weight=920.08104841411114 110.3848587051034 1074.733300358057 912.869758348912
leaf_count=7715 1259 6985 11491
internal_value=0.000594538 0.00192125 -0.00197723
internal_weight=3018.07 1994.81 1023.25
internal_count=27450 14700 12750
is_linear=0
shrinkage=0.0149828


Tree=190
num_leaves=4
num_cat=0
split_feature=16 16 28
split_gain=43.4961 52.1659 31.8843
threshold=7.5000000000000009 1.0000000180025095e-35 72.165000000000006
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0012761060173206555 0.002989831594813057 -0.002933049256858639 0.01830137352881624
leaf_weight=1868.5748775973916 79.389636024832726 1017.3914509732276 45.871616341173649
leaf_count=14953 585 11614 279
internal_value=0.000167117 -0.000204003 0.00869018
internal_weight=3011.23 2885.97 125.261
internal_count=27431 26567 864
is_linear=0
shrinkage=0.0149828


Tree=191
num_leaves=4
num_cat=0
split_feature=33 11 10
split_gain=51.1748 28.056 15.6702
threshold=0.093850000000000003 -1.0000000180025095e-35 11.500000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0060013100524234381 0.011704314105516585 0.0011301832558463559 0.00069545012769183109
leaf_weight=308.57240979000926 54.029949527233839 2561.2872273027897 98.155694752931595
leaf_count=4261 391 21721 1095
internal_value=0.000589123 0.00136135 -0.00432549
internal_weight=3022.05 2615.32 406.728
internal_count=27468 22112 5356
is_linear=0
shrinkage=0.0149828


Tree=192
num_leaves=4
num_cat=0
split_feature=8 15 24
split_gain=40.4252 37.7965 27.6333
threshold=237.50000000000003 3.5000000000000004 639.43500000000006
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0024802171708177751 -0.0016910068240085453 0.0014126974992519042 0.0049879092205768454
leaf_weight=1102.4766419045627 173.76544734276831 1126.7159883119166 600.17408049106598
leaf_count=10922 2017 9606 4801
internal_value=0.00051237 -0.000506265 0.00345766
internal_weight=3003.13 2229.19 773.94
internal_count=27346 20528 6818
is_linear=0
shrinkage=0.0149828


Tree=193
num_leaves=4
num_cat=0
split_feature=0 15 9
split_gain=43.9661 30.8622 16.9167
threshold=3505.0000000000005 3.5000000000000004 3121.2400000000002
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0012133582121728397 -0.0031870386009100267 0.00086540005208635845 0.0049406285977771384
leaf_weight=929.56165451928973 910.53038784861565 772.98857364803553 391.73265662044287
leaf_count=8629 9043 6576 3157
internal_value=0.000281964 -0.00131715 0.00232835
internal_weight=3004.81 1683.52 1321.29
internal_count=27405 15619 11786
is_linear=0
shrinkage=0.0149828


Tree=194
num_leaves=4
num_cat=0
split_feature=10 25 32
split_gain=40.3369 24.0342 15.3644
threshold=10.500000000000002 1.0000000180025095e-35 0.34985000000000005
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=0.00080664710105128818 0.0027168111628097704 -0.0029443070243547823 -0.0012612327429062271
leaf_weight=623.19140378385782 1183.8884527385235 967.76821861229837 258.37889387831092
leaf_count=4738 10122 10714 1991
internal_value=0.00017392 -0.00146472 0.00199003
internal_weight=3033.23 1590.96 1442.27
internal_count=27565 15452 12113
is_linear=0
shrinkage=0.0149828


Tree=195
num_leaves=4
num_cat=0
split_feature=21 8 1
split_gain=39.2748 33.564 31.912
threshold=1.0000000180025095e-35 36.500000000000007 84500.000000000015
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00074064609698947751 0.0063226607282843433 0.0033319477659899642 -0.002536650467629561
leaf_weight=717.07079060748219 96.717675928026438 1203.5045153573155 1007.6852734386921
leaf_count=6089 951 8808 11675
internal_value=0.000506144 0.00180278 -0.00173569
internal_weight=3024.98 1920.58 1104.4
internal_count=27523 14897 12626
is_linear=0
shrinkage=0.0149828


Tree=196
num_leaves=4
num_cat=0
split_feature=39 27 19
split_gain=46.7191 27.866 14.5005
threshold=1.0000000180025095e-35 603.50000000000011 2.5000000000000004
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-4.2604682811576026e-05 -0.0019924436770898794 0.0031174254849354564 -0.0080455383452340944
leaf_weight=1628.1402617488056 224.29258152656257 1005.3460921309888 151.92646707594395
leaf_count=14207 2329 8929 1927
internal_value=0.000450113 0.00115921 -0.00445807
internal_weight=3009.71 2633.49 376.219
internal_count=27392 23136 4256
is_linear=0
shrinkage=0.0149828


Tree=197
num_leaves=4
num_cat=0
split_feature=16 16 23
split_gain=37.6166 61.85 21.2927
threshold=7.5000000000000009 1.0000000180025095e-35 1.0969500000000003
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0014359278932623539 0.014151449290324537 -0.0031300788321365056 0.0021456904874955465
leaf_weight=1871.3470363356173 62.464709244668484 1028.7064959164709 67.134384270757437
leaf_count=14912 408 11784 479
internal_value=0.000168816 -0.000180063 0.00795962
internal_weight=3029.65 2900.05 129.599
internal_count=27583 26696 887
is_linear=0
shrinkage=0.0149828


Tree=198
num_leaves=4
num_cat=0
split_feature=25 24 19
split_gain=44.1897 38.6657 26.6163
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00013141586698307584 -0.0077697110308828166 -0.00070501593791931342 0.0045534431375200196
leaf_weight=655.71409963443875 192.96682841330767 1590.4833919461817 574.69720147550106
leaf_count=4715 2854 15651 4218
internal_value=2.02555e-05 -0.00148091 0.00220539
internal_weight=3013.86 1783.45 1230.41
internal_count=27438 18505 8933
is_linear=0
shrinkage=0.0149828


Tree=199
num_leaves=4
num_cat=0
split_feature=3 29 15
split_gain=52.7787 45.4453 26.0871
threshold=0.61555000000000015 42.545000000000009 7.0000000000000009
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.005202063405575677 -0.0021528067496386985 0.0030198087214929848 -0.00010445474516667814
leaf_weight=421.97500029578805 489.73123703151941 1641.3600437119603 487.35182765126228
leaf_count=4600 5495 13252 4263
internal_value=0.000529931 0.0018218 -0.00248016
internal_weight=3040.42 2131.09 909.327
internal_count=27610 18747 8863
is_linear=0
shrinkage=0.0149828


Tree=200
num_leaves=4
num_cat=0
split_feature=3 17 16
split_gain=31.031 38.9389 18.7464
threshold=0.61555000000000015 0.78995000000000015 5.5000000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0029999572760995722 -0.0015433688886305249 0.0025920172858857047 0.0047478130870986079
leaf_weight=828.3494025785476 835.44418179802597 1294.6562992818654 72.024864077568054
leaf_count=8206 7582 11229 591
internal_value=-1.8044e-05 0.000962676 -0.00234938
internal_weight=3030.47 2130.1 900.374
internal_count=27608 18811 8797
is_linear=0
shrinkage=0.0149828


Tree=201
num_leaves=4
num_cat=0
split_feature=0 24 4
split_gain=59.2995 37.3541 20.3135
threshold=7300.0000000000009 4788.1250000000009 42.158350000000006
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00051814380938268348 -0.0062734479574079061 0.0049811900563651833 -0.00044372999858891416
leaf_weight=1908.9996173940599 328.99818752892315 539.35007936507463 230.26360698416829
leaf_count=18106 3475 3840 1919
internal_value=0.000499432 0.00150806 -0.00388182
internal_weight=3007.61 2448.35 559.262
internal_count=27340 21946 5394
is_linear=0
shrinkage=0.0149828


Tree=202
num_leaves=4
num_cat=0
split_feature=21 16 24
split_gain=42.2611 50.8773 31.4398
threshold=1.0000000180025095e-35 6.5000000000000009 1222.0250000000003
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00067514966846625554 -0.0030177863919898427 0.0073180356122678047 0.0032529366713234687
leaf_weight=722.98913407884538 983.95417012833059 116.40023255348206 1208.1536228246987
leaf_count=6786 11730 871 8121
internal_value=0.000436254 -0.00189789 0.00177377
internal_weight=3031.5 1100.35 1931.14
internal_count=27508 12601 14907
is_linear=0
shrinkage=0.0149828


Tree=203
num_leaves=4
num_cat=0
split_feature=25 22 18
split_gain=59.1402 41.2539 30.4026
threshold=1.0000000180025095e-35 1.0000000180025095e-35 5.5000000000000009
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0039013974475022623 -0.00016450058753291646 -0.004990274003658134 -0.0013917976490886665
leaf_weight=901.83904443308711 1191.5436344891787 597.33760530874133 324.59838793799281
leaf_count=6814 9663 8941 2068
internal_value=-4.34963e-05 -0.00178332 0.00248259
internal_weight=3015.32 1788.88 1226.44
internal_count=27486 18604 8882
is_linear=0
shrinkage=0.0149828


Tree=204
num_leaves=4
num_cat=0
split_feature=29 27 12
split_gain=41.56 24.0286 19.9736
threshold=42.545000000000009 850.50000000000011 81.960000000000008
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0068797222776717949 0.0006853823949905714 0.0041416314050074544 -0.001026222238566558
leaf_weight=182.11250766180456 1767.6203302871436 608.2962641492486 469.24953286722302
leaf_count=2559 14949 4939 5049
internal_value=0.000654772 0.00157669 -0.00268153
internal_weight=3027.28 2375.92 651.362
internal_count=27496 19888 7608
is_linear=0
shrinkage=0.0149828


Tree=205
num_leaves=4
num_cat=0
split_feature=29 3 36
split_gain=38.4521 38.2323 23.0167
threshold=38.025000000000013 0.78075000000000017 0.077550000000000022
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0089478445083633045 -0.00011264506793809455 0.0037015791018543938 -0.0037889169070205423
leaf_weight=30.522873230278492 1549.3314688652754 941.44593536108732 523.72741744853556
leaf_count=420 13867 7188 6183
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internal_weight=3045.03 2490.78 554.25
internal_count=27658 21055 6603
is_linear=0
shrinkage=0.0149828


Tree=206
num_leaves=4
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split_feature=37 7 10
split_gain=40.0544 26.4153 18.5348
threshold=1.0000000180025095e-35 8.5000000000000018 10.500000000000002
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00077566438172500384 -0.0057097423488530578 0.0092755623289431169 -1.8342243984071409e-05
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leaf_count=19755 4692 637 2425
internal_value=0.000266474 0.00106414 -0.00345377
internal_weight=3028.2 2497.63 530.572
internal_count=27509 20392 7117
is_linear=0
shrinkage=0.0149828


Tree=207
num_leaves=4
num_cat=0
split_feature=24 39 19
split_gain=39.9824 27.1596 15.4195
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002
decision_type=8 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0021119834374856918 0.0014913947848773411 -0.0034644808916347455 -0.009293500329978199
leaf_weight=185.01269486173987 2470.3270936030895 270.85092633217573 108.23075302504003
leaf_count=2297 20865 2660 1718
internal_value=0.000427652 0.000993859 -0.00479088
internal_weight=3034.42 2741.18 293.243
internal_count=27540 23525 4015
is_linear=0
shrinkage=0.0149828


Tree=208
num_leaves=4
num_cat=0
split_feature=25 30 5
split_gain=46.2508 30.4675 14.5571
threshold=337.43500000000006 -1.0000000180025095e-35 92.995000000000019
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0039770181161688381 -0.0078479936392256994 -0.00091419472714655674 0.00089537272403131338
leaf_weight=560.73680166527629 156.20898080803454 1396.2508795410395 914.54532697051764
leaf_count=3997 2479 13502 7511
internal_value=0.000173683 -0.00162484 0.00207473
internal_weight=3027.74 1552.46 1475.28
internal_count=27489 15981 11508
is_linear=0
shrinkage=0.0149828


Tree=209
num_leaves=4
num_cat=0
split_feature=10 16 16
split_gain=39.889 24.4495 19.484
threshold=10.500000000000002 12.500000000000002 6.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0017982516264216197 0.0015091120311002701 0.010439530441127854 0.0092582393012578621
leaf_weight=1556.8663051296026 1360.0414574109018 33.832577347755432 73.976042795926332
leaf_count=15262 11504 202 495
internal_value=0.00011256 -0.0015148 0.00192631
internal_weight=3024.72 1590.7 1434.02
internal_count=27463 15464 11999
is_linear=0
shrinkage=0.0149828


Tree=210
num_leaves=4
num_cat=0
split_feature=3 35 13
split_gain=46.6772 30.7393 16.9555
threshold=0.61555000000000015 1.0000000180025095e-35 65.565000000000012
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=-0.0054398165200272531 0.0024143051432319197 -0.0019714666290567696 -0.0010800329312598419
leaf_weight=306.78967118635774 1683.10786543414 448.80712790973485 590.98924282006919
leaf_count=3673 14207 4477 5108
internal_value=0.000272285 0.00148194 -0.00258254
internal_weight=3029.69 2131.91 897.779
internal_count=27465 18684 8781
is_linear=0
shrinkage=0.0149828


Tree=211
num_leaves=4
num_cat=0
split_feature=21 16 0
split_gain=46.4032 36.8454 25.7642
threshold=1.0000000180025095e-35 12.500000000000002 5950.0000000000009
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0027942911999435001 -0.0029409088870782818 0.0095159218354043014 -0.00081730446394952954
leaf_weight=1266.3559981342405 1047.0996836423874 52.79682544618845 669.98081349208951
leaf_count=9463 12323 315 5452
internal_value=0.000137207 -0.00231173 0.00153589
internal_weight=3036.23 1099.9 1936.34
internal_count=27553 12638 14915
is_linear=0
shrinkage=0.0149828


Tree=212
num_leaves=4
num_cat=0
split_feature=13 3 1
split_gain=36.5 29.1055 20.154
threshold=28.525000000000002 0.78075000000000017 96500.000000000015
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.0056778098336737887 -0.00084003270439803989 0.0023335515246156549 -0.0063218105554252568
leaf_weight=31.666794493794441 1636.3221906162798 1066.6285695824772 278.40295732952654
leaf_count=406 14985 8446 3613
internal_value=-0.000146234 0.000407841 -0.00498982
internal_weight=3013.02 2702.95 310.07
internal_count=27450 23431 4019
is_linear=0
shrinkage=0.0149828


Tree=213
num_leaves=4
num_cat=0
split_feature=3 24 28
split_gain=41.7921 41.3441 30.0289
threshold=0.71715000000000007 1.0000000180025095e-35 88.975000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0034478854773433609 -0.0052738056180094504 0.002617704247303918 0.0010433614633450993
leaf_weight=845.9490340705961 160.70205823890865 1498.1283246204257 541.94379711523652
leaf_count=9314 2213 11910 4191
internal_value=0.000229342 0.00183634 -0.00168183
internal_weight=3046.72 1658.83 1387.89
internal_count=27628 14123 13505
is_linear=0
shrinkage=0.0149828


Tree=214
num_leaves=4
num_cat=0
split_feature=3 22 37
split_gain=43.8005 31.5088 26.6764
threshold=0.71715000000000007 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00078751814902952024 0.0032540850875190648 -0.001173006639269474 -0.0061846107847886144
leaf_weight=1131.1525792181492 1122.3605733588338 522.21624315530062 250.05295312032104
leaf_count=9981 7701 6340 3471
internal_value=0.000183274 0.00183728 -0.00177652
internal_weight=3025.78 1644.58 1381.21
internal_count=27493 14041 13452
is_linear=0
shrinkage=0.0149828


Tree=215
num_leaves=4
num_cat=0
split_feature=22 8 16
split_gain=37.6607 23.4896 23.4581
threshold=1.0000000180025095e-35 353.50000000000006 7.5000000000000009
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.00089818027821466685 -0.0026284015165957586 0.0053571849446969466 0.005471714473536584
leaf_weight=1694.1043559461832 931.33020255342126 312.80646570399404 84.206637315452099
leaf_count=12927 12122 1773 622
internal_value=0.000410285 0.00160241 -0.00193098
internal_weight=3022.45 2006.91 1015.54
internal_count=27444 14700 12744
is_linear=0
shrinkage=0.0149828


Tree=216
num_leaves=4
num_cat=0
split_feature=0 24 39
split_gain=29.9143 24.4859 18.9527
threshold=7300.0000000000009 5571.8150000000014 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00010980558446056577 -0.0018177041944320053 0.0038617355483051567 -0.0095830856462307372
leaf_weight=1997.3074564542621 476.86045480333269 483.8669188991189 81.077229958027601
leaf_count=18801 4389 3423 1013
internal_value=0.000139602 0.000848092 -0.00297984
internal_weight=3039.11 2481.17 557.938
internal_count=27626 22224 5402
is_linear=0
shrinkage=0.0149828


Tree=217
num_leaves=4
num_cat=0
split_feature=0 3 25
split_gain=43.6977 31.4471 14.4418
threshold=7300.0000000000009 0.71715000000000007 1.0000000180025095e-35
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.00068348066040130123 -0.00037151934423458648 0.0027072869237785234 -0.0053130061011766039
leaf_weight=1070.1750628501177 222.8904141895473 1415.4770007487386 340.03245176933706
leaf_count=10236 1651 11969 3791
internal_value=0.000384651 0.00124154 -0.00336649
internal_weight=3048.57 2485.65 562.923
internal_count=27647 22205 5442
is_linear=0
shrinkage=0.0149828


Tree=218
num_leaves=4
num_cat=0
split_feature=25 3 18
split_gain=49.5416 27.9913 22.2532
threshold=1.0000000180025095e-35 0.75035000000000007 5.5000000000000009
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0039714979788678054 -0.0030596962359278018 0.00067006637193975783 -0.00051168283924675874
leaf_weight=920.28043359518051 858.12718264199793 937.76723444834352 329.10599572584033
leaf_count=6908 9816 8845 2079
internal_value=0.000483413 -0.00110396 0.00277408
internal_weight=3045.28 1795.89 1249.39
internal_count=27648 18661 8987
is_linear=0
shrinkage=0.0149828


Tree=219
num_leaves=4
num_cat=0
split_feature=16 16 33
split_gain=33.2099 54.6801 15.7134
threshold=6.5000000000000009 1.0000000180025095e-35 0.50535000000000008
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010217098344395604 0.0018023388739061034 -0.0033141178253679724 0.011214920258238786
leaf_weight=1892.0856862198561 79.565948694944382 990.95020584389567 78.690558537840843
leaf_count=15050 624 11480 496
internal_value=-9.38876e-05 -0.000464946 0.00650785
internal_weight=3041.29 2883.04 158.257
internal_count=27650 26530 1120
is_linear=0
shrinkage=0.0149828


Tree=220
num_leaves=4
num_cat=0
split_feature=16 16 22
split_gain=39.0378 65.5979 15.7134
threshold=5.5000000000000009 1.0000000180025095e-35 4.5000000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0017921053869264061 0.009847505868148379 -0.0030216899939178861 0.00099392132605864822
leaf_weight=1883.0609714016318 136.32417604327202 954.23336155340075 67.394839461892843
leaf_count=14921 987 11122 579
internal_value=0.000627441 0.000167864 0.00690819
internal_weight=3041.01 2837.29 203.719
internal_count=27609 26043 1566
is_linear=0
shrinkage=0.0149828


Tree=221
num_leaves=4
num_cat=0
split_feature=16 16 9
split_gain=42.9188 45.6804 44.2626
threshold=1.0000000180025095e-35 5.5000000000000009 809.5200000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0011846932446537529 -0.0032787384104144249 0.0046183650875163511 0.0035549239880276
leaf_weight=697.39534898474813 939.9507926274091 195.00686719454825 1178.6861787214875
leaf_count=6463 11024 1512 8365
internal_value=0.000390493 -0.00190026 0.00178397
internal_weight=3011.04 1134.96 1876.08
internal_count=27364 12536 14828
is_linear=0
shrinkage=0.0149828


Tree=222
num_leaves=4
num_cat=0
split_feature=33 27 1
split_gain=38.7277 32.1432 24.888
threshold=0.093850000000000003 850.50000000000011 84500.000000000015
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=0.011433129243035831 0.00011116813144551448 0.0038501495932635899 -0.0047448151441060694
leaf_weight=19.617403734475374 1921.5670888088644 705.13915347121656 381.41175807639956
leaf_count=205 16322 5731 5196
internal_value=0.000455284 0.00112084 -0.00385475
internal_weight=3027.74 2626.71 401.029
internal_count=27454 22053 5401
is_linear=0
shrinkage=0.0149828


Tree=223
num_leaves=4
num_cat=0
split_feature=3 24 15
split_gain=35.838 37.5397 28.9285
threshold=0.76615000000000011 639.43500000000006 3.5000000000000004
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=-0.0034165313124908466 -0.0017695890927593406 0.003674772899713981 0.00050425309645728831
leaf_weight=753.5816419404 398.87429589405656 943.14565641060472 942.14634310640395
leaf_count=8072 4303 6907 8252
internal_value=0.000211581 0.00204194 -0.00122999
internal_weight=3037.75 1342.02 1695.73
internal_count=27534 11210 16324
is_linear=0
shrinkage=0.0149828


Tree=224
num_leaves=4
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split_feature=37 3 19
split_gain=31.4378 36.9759 18.6366
threshold=1.0000000180025095e-35 0.81025000000000014 50005.000000000007
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.00062151613883813447 -0.0020302889796351854 0.003245478830778832 -0.0094033974543012485
leaf_weight=1670.6586858592927 441.51598625816405 823.82348678261042 92.935519866645336
leaf_count=14313 5647 6023 1567
internal_value=-5.06537e-05 0.000651265 -0.00334097
internal_weight=3028.93 2494.48 534.452
internal_count=27550 20336 7214
is_linear=0
shrinkage=0.0149828


Tree=225
num_leaves=4
num_cat=0
split_feature=24 1 33
split_gain=21.9587 21.1591 15.4081
threshold=13337.885000000002 180500.00000000003 0.77395000000000014
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0010646553460338722 0.00886986599239231 -0.0015467235228051315 0.0012595696185950139
leaf_weight=1483.5580943860114 102.44850711897016 1304.6281366981566 140.75139785557985
leaf_count=13581 735 12345 848
internal_value=0.000219607 -0.000152604 0.00450697
internal_weight=3031.39 2788.19 243.2
internal_count=27509 25926 1583
is_linear=0
shrinkage=0.0149828


Tree=226
num_leaves=4
num_cat=0
split_feature=25 21 35
split_gain=44.5616 37.496 22.474
threshold=237.68000000000004 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0032279632201894235 0.0003558409388429557 -0.0044460643330763976 -0.0017388028408327142
leaf_weight=1189.8899988047779 1085.270380012691 542.94228841923177 239.06274089589715
leaf_count=8859 9195 7543 2050
internal_value=0.000449752 -0.0012379 0.00238119
internal_weight=3057.17 1628.21 1428.95
internal_count=27647 16738 10909
is_linear=0
shrinkage=0.0149828


Tree=227
num_leaves=4
num_cat=0
split_feature=0 21 29
split_gain=32.1197 21.6914 18.1979
threshold=7300.0000000000009 1.0000000180025095e-35 32.760000000000012
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=0.0019670319080441301 -0.0092792520242869995 -0.00092525852207200031 -0.0018980186144925831
leaf_weight=1542.5113453306258 87.897543990984559 923.07629662565887 467.48257705383003
leaf_count=11611 1219 10443 4166
internal_value=0.000141258 0.000878095 -0.00309819
internal_weight=3020.97 2465.59 555.38
internal_count=27439 22054 5385
is_linear=0
shrinkage=0.0149828


Tree=228
num_leaves=4
num_cat=0
split_feature=9 37 16
split_gain=44.5052 31.5467 20.0746
threshold=3121.2400000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00027510855668922492 0.0051535370477330464 -0.0048998968354092322 0.0004097544256130921
leaf_weight=1813.582319535315 436.10095456987619 403.40780545584857 375.29660101421177
leaf_count=15439 2617 5526 3944
internal_value=-2.20627e-05 -0.00112425 0.0029692
internal_weight=3028.39 2216.99 811.398
internal_count=27526 20965 6561
is_linear=0
shrinkage=0.0149828


Tree=229
num_leaves=4
num_cat=0
split_feature=0 20 15
split_gain=40.4461 26.2179 14.1649
threshold=7300.0000000000009 9962.6100000000024 3.5000000000000004
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-2.84796926063709e-05 -0.0058887928200063765 0.0032929086986416109 -0.0010792666915590209
leaf_weight=1702.9119770172983 273.94627199694514 767.65575155615807 285.17342689074576
leaf_count=16073 2949 6004 2491
internal_value=0.000171938 0.000999008 -0.00345009
internal_weight=3029.69 2470.57 559.12
internal_count=27517 22077 5440
is_linear=0
shrinkage=0.0149828


Tree=230
num_leaves=4
num_cat=0
split_feature=16 16 39
split_gain=45.9645 58.7725 27.0342
threshold=1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0021159119317832775 -0.0039706143849528829 0.0049916830401811321 -0.0031007446533388092
leaf_weight=1635.0955191645771 937.89300956577063 194.87436964735389 252.27057942189276
leaf_count=12387 11017 1509 2505
internal_value=-1.99805e-05 -0.00240614 0.00140643
internal_weight=3020.13 1132.77 1887.37
internal_count=27418 12526 14892
is_linear=0
shrinkage=0.0149828


Tree=231
num_leaves=4
num_cat=0
split_feature=21 9 21
split_gain=32.9735 30.4259 25.3149
threshold=1.0000000180025095e-35 1113.3350000000003 5.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=-0.00069354781122461903 -0.0028749620608674795 0.0030448808174901375 0.0036794153928261875
leaf_weight=910.56638477370143 944.58862965740263 1034.4357226602733 149.304602695629
leaf_count=8019 11375 6907 1303
internal_value=0.000113815 0.00128714 -0.00195921
internal_weight=3038.9 1945 1093.89
internal_count=27604 14926 12678
is_linear=0
shrinkage=0.0149828


Tree=232
num_leaves=4
num_cat=0
split_feature=13 16 16
split_gain=28.0739 17.145 12.6056
threshold=34.935000000000009 1.0000000180025095e-35 4.5000000000000009
decision_type=10 10 10
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leaf_value=-0.0039179158202849937 0.0019528538322999124 -0.00051495033648344519 0.0067873996007593203
leaf_weight=378.57383743673563 1635.7039264403284 1013.5991102289408 22.910195192322135
leaf_count=4817 12022 10530 274
internal_value=0.000440304 0.00100322 -0.00322764
internal_weight=3050.79 2649.3 401.484
internal_count=27643 22552 5091
is_linear=0
shrinkage=0.0149828


Tree=233
num_leaves=4
num_cat=0
split_feature=3 24 25
split_gain=34.9006 56.8832 40.6051
threshold=0.78075000000000017 4120.0750000000007 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0015078966845737036 0.00040505014074082953 0.0077321462391992451 -0.0030078089213745104
leaf_weight=811.50495190545917 915.36691930517554 318.99537858366966 980.84388844110072
leaf_count=6087 8158 2096 11097
internal_value=0.000374174 0.00231299 -0.000954705
internal_weight=3026.71 1234.36 1792.35
internal_count=27438 10254 17184
is_linear=0
shrinkage=0.0149828


Tree=234
num_leaves=4
num_cat=0
split_feature=16 16 13
split_gain=37.6372 50.9453 23.8839
threshold=1.0000000180025095e-35 5.5000000000000009 34.935000000000009
decision_type=10 10 8
left_child=2 -2 -1
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leaf_value=-0.0026554527682480689 -0.0033318123930380795 0.0049105959751089461 0.0022521538331915338
leaf_weight=250.99211703054607 934.83525506220758 201.12360507622361 1646.370123391971
leaf_count=2834 11028 1532 12105
internal_value=0.000297438 -0.00185089 0.00159119
internal_weight=3033.32 1135.96 1897.36
internal_count=27499 12560 14939
is_linear=0
shrinkage=0.0149828


Tree=235
num_leaves=4
num_cat=0
split_feature=29 27 1
split_gain=28.8566 25.1144 19.578
threshold=32.760000000000012 850.50000000000011 184500.00000000003
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00017399322332212509 -0.00034894365080629004 0.0030151090489562767 -0.0063705750191410818
leaf_weight=215.14959570206702 1887.9393783174455 670.23135229200125 249.33519476652145
leaf_count=2413 16274 5503 3252
internal_value=-9.07655e-05 0.000528438 -0.00351643
internal_weight=3022.66 2558.17 464.485
internal_count=27442 21777 5665
is_linear=0
shrinkage=0.0149828


Tree=236
num_leaves=4
num_cat=0
split_feature=39 16 37
split_gain=41.2702 30.8219 16.823
threshold=1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00046203635219824413 -0.0018119907447462216 0.010826389908626034 -0.0082807047757689992
leaf_weight=2596.8385144043714 217.29313139244914 62.461236711591482 158.60145137086511
leaf_count=22847 1934 351 2370
internal_value=5.67714e-05 0.000717524 -0.00456314
internal_weight=3035.19 2659.3 375.895
internal_count=27502 23198 4304
is_linear=0
shrinkage=0.0149828


Tree=237
num_leaves=4
num_cat=0
split_feature=39 38 0
split_gain=44.855 29.5184 24.8515
threshold=1.0000000180025095e-35 6500.0900000000011 4050.0000000000005
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0021196728681558258 -0.006171953524867593 0.0063097341407792858 -0.00080642670981026835
leaf_weight=1517.6755491830409 335.51134074665606 44.752591392025352 1128.0804765559733
leaf_count=12988 3883 454 10089
internal_value=0.000171262 -0.00461214 0.000866607
internal_weight=3026.02 380.264 2645.76
internal_count=27414 4337 23077
is_linear=0
shrinkage=0.0149828


Tree=238
num_leaves=4
num_cat=0
split_feature=39 3 0
split_gain=34.5388 32.9014 12.7109
threshold=1.0000000180025095e-35 0.61555000000000015 7300.0000000000009
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0016353184310085064 -0.0025211016775955777 0.0019660843951390459 -0.009328370127348223
leaf_weight=815.52842310629785 299.93385611288249 1845.929694250226 77.968353105708957
leaf_count=7914 3323 15365 1001
internal_value=0.00025089 0.000856433 -0.00396148
internal_weight=3039.36 2661.46 377.902
internal_count=27603 23279 4324
is_linear=0
shrinkage=0.0149828


Tree=239
num_leaves=4
num_cat=0
split_feature=22 1 13
split_gain=50.1624 26.1954 20.7751
threshold=1.0000000180025095e-35 84500.000000000015 28.525000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0030331569815049216 0.005343181168752556 -0.0032197789206683484 0.0020933020246443799
leaf_weight=190.21647753566504 84.044294631108642 928.90029130503535 1825.2174772843719
leaf_count=2039 888 11900 12625
internal_value=0.000227685 -0.00248251 0.0015974
internal_weight=3028.38 1012.94 2015.43
internal_count=27452 12788 14664
is_linear=0
shrinkage=0.0149828


Tree=240
num_leaves=4
num_cat=0
split_feature=15 9 9
split_gain=38.4684 34.551 25.7804
threshold=3.5000000000000004 4632.0750000000016 2094.9700000000007
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0026176400560342199 0.001007277532635171 0.0020468154789187874 0.0060543971645833578
leaf_weight=1222.0701950751245 1019.2760641817003 496.41039617732167 291.77195534855127
leaf_count=12504 8834 4050 2131
internal_value=0.000208973 -0.00125954 0.0021428
internal_weight=3029.53 1718.48 1311.05
internal_count=27519 16554 10965
is_linear=0
shrinkage=0.0149828


Tree=241
num_leaves=4
num_cat=0
split_feature=25 3 32
split_gain=29.9344 30.8865 17.2469
threshold=1.0000000180025095e-35 0.75035000000000007 0.45105000000000006
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0027491556918631719 -0.0031875179951204439 0.00074000404648925792 -0.0016489325174209501
leaf_weight=1020.6827641017735 848.94217008724809 939.92369537986815 240.4569224640727
leaf_count=7365 9852 8758 1653
internal_value=0.000124562 -0.00111605 0.00189353
internal_weight=3050.01 1788.87 1261.14
internal_count=27628 18610 9018
is_linear=0
shrinkage=0.0149828


Tree=242
num_leaves=4
num_cat=0
split_feature=25 27 24
split_gain=32.0272 35.2427 15.8225
threshold=237.68000000000004 603.50000000000011 639.43500000000006
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00094174183564873267 -0.0031245720753380231 0.0013381572999901455 0.0027357563037999871
leaf_weight=335.75886606238782 930.25371612794697 683.63501864671707 1086.8865495398641
leaf_count=3361 9624 7089 7495
internal_value=0.000214009 -0.00122436 0.00185435
internal_weight=3036.53 1613.89 1422.65
internal_count=27569 16713 10856
is_linear=0
shrinkage=0.0149828


Tree=243
num_leaves=4
num_cat=0
split_feature=24 3 0
split_gain=27.4184 22.5514 18.4038
threshold=5571.8150000000014 0.61555000000000015 4050.0000000000005
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.003192062592692918 0.0050840829795807249 5.8781724025900891e-05 0.00013420380022812679
leaf_weight=658.82787223346531 330.97943148389459 1701.8735791146755 345.86410998925567
leaf_count=7062 2242 15639 2639
internal_value=-7.80416e-05 -0.000843822 0.00256862
internal_weight=3037.54 2360.7 676.844
internal_count=27582 22701 4881
is_linear=0
shrinkage=0.0149828


Tree=244
num_leaves=4
num_cat=0
split_feature=3 33 0
split_gain=32.9092 27.4412 18.1154
threshold=0.61555000000000015 0.27705000000000007 4050.0000000000005
decision_type=8 10 10
left_child=2 -2 -1
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leaf_value=-1.7680063162463043e-05 -0.0011986120397351806 0.0023749881361648248 -0.0043006375023042168
leaf_weight=431.79084904491901 718.06164941564202 1429.5482493042946 462.07566042616963
leaf_count=4141 7852 10854 4729
internal_value=0.000163946 0.00117251 -0.00224199
internal_weight=3041.48 2147.61 893.867
internal_count=27576 18706 8870
is_linear=0
shrinkage=0.0149828


Tree=245
num_leaves=4
num_cat=0
split_feature=24 27 10
split_gain=26.6259 21.4532 16.1416
threshold=639.43500000000006 603.50000000000011 10.500000000000002
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0040226463105378606 -0.00013179492263456471 0.0028358175378812799 0.00034519390740479696
leaf_weight=449.38518686033785 1381.9031918328255 891.31033393368125 316.14349932968616
leaf_count=5725 11428 7257 3211
internal_value=0.000209255 0.00102637 -0.00219651
internal_weight=3038.74 2273.21 765.529
internal_count=27621 18685 8936
is_linear=0
shrinkage=0.0149828


Tree=246
num_leaves=4
num_cat=0
split_feature=37 8 15
split_gain=33.3888 31.6985 16.8431
threshold=1.5000000000000002 237.50000000000003 7.0000000000000009
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=6.7567503601582467e-06 -0.0071458748707778465 0.0036631861346902795 0.0017874819164111321
leaf_weight=2090.1494569629431 180.53239853493869 713.11058495566249 58.793267842382193
leaf_count=18637 2623 5592 672
internal_value=0.000480257 0.000942587 -0.00484234
internal_weight=3042.59 2803.26 239.326
internal_count=27524 24229 3295
is_linear=0
shrinkage=0.0149828


Tree=247
num_leaves=4
num_cat=0
split_feature=39 17 1
split_gain=39.8493 21.5197 14.7952
threshold=1.0000000180025095e-35 0.77045000000000008 198500.00000000003
decision_type=8 10 10
left_child=1 -1 -2
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leaf_value=-0.0013255052319093321 -0.0012783857914173444 0.0015740646851217044 -0.007295611258508969
leaf_weight=829.54119890742004 174.45999610237777 1826.4194999225438 202.06637156382203
leaf_count=7519 1979 15654 2370
internal_value=1.18664e-05 0.000662501 -0.00452345
internal_weight=3032.49 2655.96 376.526
internal_count=27522 23173 4349
is_linear=0
shrinkage=0.0149828


Tree=248
num_leaves=4
num_cat=0
split_feature=0 33 24
split_gain=31.091 32.1818 24.1518
threshold=3505.0000000000005 0.093850000000000003 10134.945000000002
decision_type=10 10 10
left_child=2 -2 -1
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leaf_value=0.0013725405125163729 -0.0063123357462108245 -0.00016338753807195475 0.0077991600970868189
leaf_weight=1192.9089291617274 216.95998298563063 1465.7400521337986 145.36818433925509
leaf_count=10829 3128 12543 909
internal_value=0.000381118 -0.000967861 0.00208615
internal_weight=3020.98 1682.7 1338.28
internal_count=27409 15671 11738
is_linear=0
shrinkage=0.0149828


Tree=249
num_leaves=4
num_cat=0
split_feature=39 28 9
split_gain=30.1 29.3458 22.9009
threshold=1.0000000180025095e-35 54.095000000000006 1371.4650000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0006505223153703473 -0.0086997337895074432 -0.0001853895170355277 0.0021130638148308149
leaf_weight=1310.1231736373156 155.80551658757031 217.41476326808333 1366.0138783361763
leaf_count=12203 2199 2127 11141
internal_value=0.000195434 -0.00376561 0.000755091
internal_weight=3049.36 373.22 2676.14
internal_count=27670 4326 23344
is_linear=0
shrinkage=0.0149828


Tree=250
num_leaves=4
num_cat=0
split_feature=10 4 0
split_gain=34.6046 21.4566 14.7999
threshold=10.500000000000002 2.4847000000000006 1847.5000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.01088199693901668 0.0061084702016582408 -0.0011157871355856113 0.0012281562275400248
leaf_weight=49.217864768579602 154.71521603688598 1534.6228339318186 1297.9724047519267
leaf_count=630 1194 14797 10883
internal_value=8.88522e-05 -0.0014368 0.00176078
internal_weight=3036.53 1583.84 1452.69
internal_count=27504 15427 12077
is_linear=0
shrinkage=0.0149828


Tree=251
num_leaves=4
num_cat=0
split_feature=16 16 17
split_gain=25.2795 33.6137 25.6383
threshold=7.5000000000000009 1.0000000180025095e-35 0.84795000000000009
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.001042504949217741 0.0013992101776951775 -0.0023319151095827864 0.014661363762591856
leaf_weight=1898.3724527638406 83.027954235672951 1012.7598353922367 49.797836434096098
leaf_count=14929 567 11802 302
internal_value=0.000159954 -0.000127609 0.00646776
internal_weight=3043.96 2911.13 132.826
internal_count=27600 26731 869
is_linear=0
shrinkage=0.0149828


Tree=252
num_leaves=4
num_cat=0
split_feature=10 33 11
split_gain=30.6852 27.7746 25.5636
threshold=9.5000000000000018 0.34275000000000005 1.0000000180025095e-35
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0040506147123463591 0.008666919193874344 0.00042917123168695142 0.0011426174921185771
leaf_weight=531.55544669926167 104.82047705724835 727.67529923096299 1672.6363655570894
leaf_count=6617 895 5982 14047
internal_value=0.000330685 -0.00145086 0.00160048
internal_weight=3036.69 1259.23 1777.46
internal_count=27541 12599 14942
is_linear=0
shrinkage=0.0149828


Tree=253
num_leaves=4
num_cat=0
split_feature=16 16 19
split_gain=42.9482 41.9225 15.2887
threshold=7.5000000000000009 1.0000000180025095e-35 3.5000000000000004
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0013377684941265002 0.01335864475222154 -0.0024412226857513024 0.0033296472032122749
leaf_weight=1907.7944711893797 70.616121206432581 1002.0165737327188 65.695502307265997
leaf_count=14943 432 11709 446
internal_value=0.00042121 3.15117e-05 0.00853304
internal_weight=3046.12 2909.81 136.312
internal_count=27530 26652 878
is_linear=0
shrinkage=0.0149828


Tree=254
num_leaves=4
num_cat=0
split_feature=0 10 25
split_gain=31.8428 21.2462 20.177
threshold=7300.0000000000009 8.5000000000000018 237.68000000000004
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0023555594391558347 -0.0073637462501108973 -0.00099200723859414362 -0.00033998289068550095
leaf_weight=1197.0902936011553 172.14399668574333 370.66256864927709 1278.4213936030865
leaf_count=9058 2029 3332 12999
internal_value=0.000233983 -0.00303586 0.0009581
internal_weight=3018.32 542.807 2475.51
internal_count=27418 5361 22057
is_linear=0
shrinkage=0.0149828


Tree=255
num_leaves=4
num_cat=0
split_feature=8 25 2
split_gain=32.7193 43.698 25.0227
threshold=237.50000000000003 800.04500000000019 2300.8889000000004
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0011574980084294558 0.00064271915542917597 -0.0030743279681818888 0.0060410106058689421
leaf_weight=1309.2861882615834 458.82392151653767 933.86724512092769 334.50141660310328
leaf_count=10839 4331 9895 2492
internal_value=0.000320945 -0.000598662 0.00293284
internal_weight=3036.48 2243.15 793.325
internal_count=27557 20734 6823
is_linear=0
shrinkage=0.0149828


Tree=256
num_leaves=4
num_cat=0
split_feature=39 16 28
split_gain=30.8446 26.1372 25.0191
threshold=1.0000000180025095e-35 16.500000000000004 37.745000000000012
decision_type=10 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00039224083153963513 -0.010003783120220445 0.012631685863476169 -0.0014701656103183356
leaf_weight=2613.5551573783159 109.22811792418361 36.059332527220249 260.04882675409317
leaf_count=22922 1608 191 2700
internal_value=3.20155e-06 0.000572597 -0.00402932
internal_weight=3018.89 2649.61 369.277
internal_count=27421 23113 4308
is_linear=0
shrinkage=0.0149828


Tree=257
num_leaves=4
num_cat=0
split_feature=21 0 24
split_gain=28.581 29.7527 20.478
threshold=1.0000000180025095e-35 3650.0000000000005 1222.0250000000003
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00058627216162147173 0.00074741800876828289 -0.0041740887341410477 0.002581631194525146
leaf_weight=718.33965556137264 562.36691209487617 529.09903244674206 1221.3549004085362
leaf_count=6732 6188 6441 8085
internal_value=0.000306375 -0.00162452 0.00140025
internal_weight=3031.16 1091.47 1939.69
internal_count=27446 12629 14817
is_linear=0
shrinkage=0.0149828


Tree=258
num_leaves=3
num_cat=0
split_feature=13 22
split_gain=26.5929 22.8225
threshold=7.3850000000000007 1.5000000000000002
decision_type=10 10
left_child=-1 -2
right_child=1 -3
leaf_value=-0.0087161915321541557 0.00073790392714092657 -0.0027396530905376536
leaf_weight=74.472442923113704 2461.9779782034457 507.4142103921622
leaf_count=1108 20085 6322
internal_value=-8.02384e-05 0.000137723
internal_weight=3043.86 2969.39
internal_count=27515 26407
is_linear=0
shrinkage=0.0149828


Tree=259
num_leaves=4
num_cat=0
split_feature=16 16 23
split_gain=34.1765 59.1471 15.4378
threshold=5.5000000000000009 1.0000000180025095e-35 1.0278500000000002
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010748710933283221 0.011194675470965424 -0.003533611318329773 0.0026743705644715551
leaf_weight=1896.0804938916117 75.206157591193914 927.09762168861926 129.95692337490618
leaf_count=14874 518 11021 1022
internal_value=-1.5921e-06 -0.000434897 0.00584663
internal_weight=3028.34 2823.18 205.163
internal_count=27435 25895 1540
is_linear=0
shrinkage=0.0149828


Tree=260
num_leaves=4
num_cat=0
split_feature=22 0 0
split_gain=33.6265 24.9768 20.3834
threshold=1.0000000180025095e-35 5950.0000000000009 4050.0000000000005
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0022660662767922564 -0.00052097728980709244 -0.0012146468010972283 -0.0048983223351625263
leaf_weight=1357.7442034333944 611.18696258217096 691.33983831107616 396.47264721244574
leaf_count=9523 7387 5368 5407
internal_value=-1.34067e-05 0.0010835 -0.00225433
internal_weight=3056.74 2049.08 1007.66
internal_count=27685 14891 12794
is_linear=0
shrinkage=0.0149828


Tree=261
num_leaves=4
num_cat=0
split_feature=22 17 3
split_gain=29.9181 30.138 12.369
threshold=1.0000000180025095e-35 0.78995000000000015 0.78075000000000017
decision_type=10 10 10
left_child=1 -1 -2
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leaf_value=-0.0013924306771275136 -0.0033024735853215237 0.0024529257149324998 9.1037779409057466e-05
leaf_weight=680.78929255157709 621.45008604414761 1354.7825097255409 378.87281405739486
leaf_count=5079 8167 9683 4557
internal_value=0.000112743 0.00115848 -0.00200046
internal_weight=3035.89 2035.57 1000.32
internal_count=27486 14762 12724
is_linear=0
shrinkage=0.0149828


Tree=262
num_leaves=4
num_cat=0
split_feature=15 33 3
split_gain=33.3814 32.0644 18.1928
threshold=3.5000000000000004 0.093850000000000003 0.61555000000000015
decision_type=8 10 8
left_child=1 -1 -2
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leaf_value=-0.0063983988737194757 -0.00040623949961114718 -0.00070802071845743944 0.0031408894986652588
leaf_weight=261.17890772223473 563.92637967318296 1438.1744746379554 736.80014432966709
leaf_count=3886 5047 12516 5817
internal_value=-0.000208403 -0.00159338 0.00159067
internal_weight=3000.08 1699.35 1300.73
internal_count=27266 16402 10864
is_linear=0
shrinkage=0.0149828


Tree=263
num_leaves=4
num_cat=0
split_feature=21 9 16
split_gain=26.2891 30.336 23.9896
threshold=1.0000000180025095e-35 1866.5150000000001 7.5000000000000009
decision_type=10 8 10
left_child=1 -1 -2
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leaf_value=-0.00045964945508347743 -0.0026941394010079642 0.003388201364791666 0.0046940941597023089
leaf_weight=1226.836991880089 971.86981928348541 725.85547069460154 105.77960347011685
leaf_count=10458 11891 4450 708
internal_value=-6.68277e-05 0.000964629 -0.00194604
internal_weight=3030.34 1952.69 1077.65
internal_count=27507 14908 12599
is_linear=0
shrinkage=0.0149828


Tree=264
num_leaves=4
num_cat=0
split_feature=39 3 33
split_gain=31.5402 27.1623 11.1201
threshold=1.0000000180025095e-35 0.61555000000000015 0.61015000000000008
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0015775604923301794 -0.005617134167129968 0.0016946785405438892 1.6895339450907155e-05
leaf_weight=818.04458271153271 264.6837528962642 1833.8614592570812 102.49725265800953
leaf_count=7934 3457 15170 863
internal_value=0.000105524 0.000679255 -0.00398469
internal_weight=3019.09 2651.91 367.181
internal_count=27424 23104 4320
is_linear=0
shrinkage=0.0149828


Tree=265
num_leaves=4
num_cat=0
split_feature=0 13 39
split_gain=32.7357 22.3407 18.0574
threshold=6650.0000000000009 7.3850000000000007 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.0086108571175645965 -0.0020336544507352822 0.00094174205564728016 -0.0092074780191118977
leaf_weight=52.380812633782625 592.8893971722573 2307.4688531886786 89.398781415075064
leaf_count=788 5470 20204 1183
internal_value=-0.000114804 0.000716048 -0.00300112
internal_weight=3042.14 2359.85 682.288
internal_count=27645 20992 6653
is_linear=0
shrinkage=0.0149828


Tree=266
num_leaves=4
num_cat=0
split_feature=25 3 19
split_gain=31.9181 41.3229 23.7389
threshold=1.0000000180025095e-35 0.75035000000000007 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-2.6693478534854781e-05 -0.0036411569719099731 0.00090723132332733419 0.0040735998975041324
leaf_weight=669.7802539691329 847.47349469549954 938.30787591449916 583.79073397815228
leaf_count=4732 9932 8777 4180
internal_value=3.74179e-05 -0.00124346 0.00187136
internal_weight=3039.35 1785.78 1253.57
internal_count=27621 18709 8912
is_linear=0
shrinkage=0.0149828


Tree=267
num_leaves=4
num_cat=0
split_feature=9 32 11
split_gain=26.9219 34.9918 22.6132
threshold=3121.2400000000002 0.45105000000000006 97.205000000000013
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0002257073980056537 0.0038310299245095411 -0.0049544920932143603 -0.0034917438241455082
leaf_weight=1748.0099582690746 722.38055518455803 113.13617636822164 459.71480827406049
leaf_count=15795 5803 852 5086
internal_value=0.000317631 0.00260591 -0.000543942
internal_weight=3043.24 835.517 2207.72
internal_count=27536 6655 20881
is_linear=0
shrinkage=0.0149828


Tree=268
num_leaves=4
num_cat=0
split_feature=33 11 0
split_gain=24.6427 26.3936 15.7763
threshold=0.093850000000000003 -1.0000000180025095e-35 2995.0000000000005
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00074736670229864563 0.010382022632426605 0.00012168735790213451 -0.0056974969557910702
leaf_weight=117.21570610627532 53.696102496236563 2595.3073576800525 269.28680153749883
leaf_count=1475 384 21796 3887
internal_value=-0.000169032 0.000342066 -0.00368933
internal_weight=3035.51 2649 386.503
internal_count=27542 22180 5362
is_linear=0
shrinkage=0.0149828


Tree=269
num_leaves=4
num_cat=0
split_feature=29 10 38
split_gain=24.6709 20.624 11.8768
threshold=27.545000000000005 10.500000000000002 192.70000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0020147238893057462 -0.00055420656034008739 0.0020743397471363356 -0.0087709079027828013
leaf_weight=314.84099274873734 1360.9643471930176 1302.4133639838547 71.706173686310649
leaf_count=3616 12447 10484 1141
internal_value=0.000209146 0.000726224 -0.00330556
internal_weight=3049.92 2663.38 386.547
internal_count=27688 22931 4757
is_linear=0
shrinkage=0.0149828


Tree=270
num_leaves=4
num_cat=0
split_feature=25 3 28
split_gain=43.9818 36.3635 17.351
threshold=237.68000000000004 0.71715000000000007 12.595000000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00070085860264174906 -0.0043565184107987008 0.00023743048049407615 0.0030120759934121792
leaf_weight=373.08067193999887 633.566431036219 970.10944525897503 1064.2478151824325
leaf_count=2716 7530 9165 8153
internal_value=0.000130243 -0.00156924 0.00203494
internal_weight=3041 1603.68 1437.33
internal_count=27564 16695 10869
is_linear=0
shrinkage=0.0149828


Tree=271
num_leaves=4
num_cat=0
split_feature=0 29 16
split_gain=30.8567 19.6391 17.7067
threshold=7300.0000000000009 65.27500000000002 10.500000000000002
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00090351393680095462 -0.0061152412784200583 -0.00035229867266805198 0.0078572360072334639
leaf_weight=2408.4234161619097 228.2094570081681 320.05611037649214 82.041956823319197
leaf_count=21629 2825 2608 479
internal_value=0.00043104 -0.00276942 0.00114263
internal_weight=3038.73 548.266 2490.47
internal_count=27541 5433 22108
is_linear=0
shrinkage=0.0149828


Tree=272
num_leaves=4
num_cat=0
split_feature=16 16 24
split_gain=34.5123 27.7571 9.42456
threshold=10.500000000000002 1.0000000180025095e-35 1374.2600000000004
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00066692608901742514 0.0039298625846068518 -0.0023693893890270558 0.013620848339445836
leaf_weight=1900.4782337378711 44.370969388633966 1041.5359394792467 45.488542050123215
leaf_count=14943 286 12034 235
internal_value=-0.000120307 -0.000404155 0.00884015
internal_weight=3031.87 2942.01 89.8595
internal_count=27498 26977 521
is_linear=0
shrinkage=0.0149828


Tree=273
num_leaves=4
num_cat=0
split_feature=0 14 13
split_gain=32.3251 24.7756 18.0478
threshold=7300.0000000000009 563.56000000000006 7.3850000000000007
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0075065253940388632 -0.00955670373181681 -0.0016187779582083671 0.00097076381829572526
leaf_weight=53.701306398957968 109.16344342380762 437.23872407898307 2439.7210569605231
leaf_count=809 1377 4034 21288
internal_value=4.91488e-05 -0.00323583 0.000776137
internal_weight=3039.82 546.402 2493.42
internal_count=27508 5411 22097
is_linear=0
shrinkage=0.0149828


Tree=274
num_leaves=4
num_cat=0
split_feature=37 17 7
split_gain=32.3959 58.0063 22.4393
threshold=1.0000000180025095e-35 0.9507500000000001 1.5000000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0003568853227375797 0.0016479503962060541 0.0086845716177181564 -0.0050987568204169222
leaf_weight=2311.805020943284 152.50491924770176 200.74683434143662 364.87890121340752
leaf_count=18923 1900 1351 5238
internal_value=0.000326624 0.00103304 -0.00306927
internal_weight=3029.94 2512.55 517.384
internal_count=27412 20274 7138
is_linear=0
shrinkage=0.0149828


Tree=275
num_leaves=4
num_cat=0
split_feature=0 24 9
split_gain=25.3045 19.838 18.1082
threshold=6050.0000000000009 10134.945000000002 412.85000000000008
decision_type=8 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00063264731475232269 -0.0082148978940841857 0.005026818060759634 -0.001147448401828947
leaf_weight=2049.1649265456945 90.898329112678766 258.03699216246605 651.91245320625603
leaf_count=18738 1105 1665 6115
internal_value=0.000354842 0.00113218 -0.00203835
internal_weight=3050.01 2307.2 742.811
internal_count=27623 20403 7220
is_linear=0
shrinkage=0.0149828


Tree=276
num_leaves=4
num_cat=0
split_feature=21 16 9
split_gain=27.9207 27.7599 20.9064
threshold=1.0000000180025095e-35 6.5000000000000009 809.5200000000001
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00083639289327665201 -0.0026626619690103747 0.0047805499882290301 0.0023663975826265964
leaf_weight=707.03123817779124 957.31249390356243 123.47814128547907 1255.2600809168071
leaf_count=6414 11726 874 8544
internal_value=0.000136187 -0.00178962 0.0012042
internal_weight=3043.08 1080.79 1962.29
internal_count=27558 12600 14958
is_linear=0
shrinkage=0.0149828


Tree=277
num_leaves=4
num_cat=0
split_feature=25 24 19
split_gain=34.7969 31.2386 15.8229
threshold=237.68000000000004 8049.2300000000005 1.0000000180025095e-35
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00056216258526175145 -0.002137575524351083 0.0040858963950793194 0.0037716227185312363
leaf_weight=851.19953437149525 1391.8910277951509 203.72726131603122 586.85160193964839
leaf_count=6664 15006 1645 4195
internal_value=0.000188385 -0.00132862 0.00188016
internal_weight=3033.67 1595.62 1438.05
internal_count=27510 16651 10859
is_linear=0
shrinkage=0.0149828


Tree=278
num_leaves=4
num_cat=0
split_feature=0 24 37
split_gain=25.4033 33.0938 21.2707
threshold=3650.0000000000005 13337.885000000002 1.0000000180025095e-35
decision_type=10 8 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.0010007879781139656 -0.00027999985220678622 0.0094026007241694472 -0.0048720415866851238
leaf_weight=1333.9259832482785 1317.9136852286756 111.18868805840611 271.65390112996101
leaf_count=11944 10951 670 3921
internal_value=0.00022546 0.00166479 -0.00107529
internal_weight=3034.68 1445.11 1589.57
internal_count=27486 12614 14872
is_linear=0
shrinkage=0.0149828


Tree=279
num_leaves=4
num_cat=0
split_feature=16 16 21
split_gain=29.1886 33.6288 21.1218
threshold=1.0000000180025095e-35 5.5000000000000009 4.5000000000000009
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00096337451708640811 -0.0030927658366209651 0.00358079865095945 0.012558436744703373
leaf_weight=1859.422152152285 919.93893527798355 203.05995993688703 32.003555914387107
leaf_count=14533 10987 1527 293
internal_value=3.97052e-05 -0.00186619 0.00117881
internal_weight=3014.42 1123 1891.43
internal_count=27340 12514 14826
is_linear=0
shrinkage=0.0149828


Tree=280
num_leaves=4
num_cat=0
split_feature=15 0 16
split_gain=27.7832 22.2581 16.9298
threshold=3.5000000000000004 7300.0000000000009 6.5000000000000009
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00046694314700399176 0.0013006050248931436 -0.0052205197019636624 0.008947358788946938
leaf_weight=1468.5480545107275 1240.1042663939297 258.65005591884255 65.502951376140118
leaf_count=13710 10478 2887 419
internal_value=5.23777e-05 -0.00118882 0.00170347
internal_weight=3032.81 1727.2 1305.61
internal_count=27494 16597 10897
is_linear=0
shrinkage=0.0149828


Tree=281
num_leaves=4
num_cat=0
split_feature=3 15 15
split_gain=29.5139 27.2787 15.118
threshold=0.61555000000000015 3.5000000000000004 7.0000000000000009
decision_type=8 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0042479450648238628 -8.0761411694690215e-05 0.0034403898598687919 -0.00029662260595654429
leaf_weight=401.7976789213717 1405.9697105176747 751.03691703639925 482.36542749963701
leaf_count=4565 12936 5873 4257
internal_value=0.000191757 0.00113983 -0.00210385
internal_weight=3041.17 2157.01 884.163
internal_count=27631 18809 8822
is_linear=0
shrinkage=0.0149828


Tree=282
num_leaves=4
num_cat=0
split_feature=21 16 24
split_gain=29.5792 28.3457 23.6078
threshold=1.0000000180025095e-35 6.5000000000000009 1222.0250000000003
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0010092205237881944 -0.0028632170131824381 0.0045884115685149718 0.0023815141007480722
leaf_weight=722.45815964788198 948.24489260278642 126.27683310210705 1237.9430470839143
leaf_count=6775 11719 885 8115
internal_value=2.54505e-05 -0.00196476 0.0011237
internal_weight=3034.92 1074.52 1960.4
internal_count=27494 12604 14890
is_linear=0
shrinkage=0.0149828


Tree=283
num_leaves=4
num_cat=0
split_feature=0 3 17
split_gain=24.6572 25.8855 10.7068
threshold=1847.5000000000002 0.75035000000000007 0.86015000000000008
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0016586193655900355 -0.001893639263084043 0.0010443358317450413 0.0072722953677065143
leaf_weight=206.42317556589842 1439.2945292852819 1253.0552045349032 123.79751379042864
leaf_count=1685 14163 10528 1043
internal_value=-4.32268e-05 -0.000521176 0.00379499
internal_weight=3022.57 2692.35 330.221
internal_count=27419 24691 2728
is_linear=0
shrinkage=0.0149828


Tree=284
num_leaves=4
num_cat=0
split_feature=22 0 8
split_gain=26.7598 20.9608 14.8655
threshold=1.0000000180025095e-35 1847.5000000000002 237.50000000000003
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.00039413095924587763 0.0040138591815868938 -0.0027218858540373272 0.0035261171459680524
leaf_weight=1614.1760494858027 113.48035058006644 880.8502418808639 430.7424744926393
leaf_count=12389 1285 11467 2437
internal_value=7.80152e-05 -0.00192991 0.00106155
internal_weight=3039.25 994.331 2044.92
internal_count=27578 12752 14826
is_linear=0
shrinkage=0.0149828


Tree=285
num_leaves=4
num_cat=0
split_feature=39 24 38
split_gain=25.3385 21.3333 17.5426
threshold=1.0000000180025095e-35 5571.8150000000014 6500.0900000000011
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=-0.00021296901757140559 -0.0049370681542007825 0.0030060581280705319 0.004670715705699437
leaf_weight=2068.0249767806381 322.38095387257636 589.07663467898965 44.933498540893197
leaf_count=19099 3852 4067 467
internal_value=-8.47581e-06 0.000497035 -0.00368283
internal_weight=3024.42 2657.1 367.314
internal_count=27485 23166 4319
is_linear=0
shrinkage=0.0149828


Tree=286
num_leaves=4
num_cat=0
split_feature=39 28 3
split_gain=21.6504 26.8442 20.8332
threshold=1.0000000180025095e-35 54.095000000000006 0.69895000000000007
decision_type=10 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.00067093096106233304 -0.0079360271359525548 0.00024615619628474869 0.0019904906501146294
leaf_weight=1160.2325581945479 147.86093706823885 213.7645268291235 1506.2523119747639
leaf_count=11112 2165 2110 12049
internal_value=0.000357127 -0.00305839 0.000827248
internal_weight=3028.11 361.625 2666.48
internal_count=27436 4275 23161
is_linear=0
shrinkage=0.0149828


Tree=287
num_leaves=4
num_cat=0
split_feature=25 9 11
split_gain=25.7594 28.3771 14.2939
threshold=237.68000000000004 720.0100000000001 90.50500000000001
decision_type=8 10 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0036821085851856511 -0.0042550994597340226 0.00011135468003666849 0.00051643777544584178
leaf_weight=485.96973941475153 468.75135103240609 1122.9826572667807 953.83104452863336
leaf_count=3627 5289 11351 7247
internal_value=0.000140045 -0.00116743 0.00159409
internal_weight=3031.53 1591.73 1439.8
internal_count=27514 16640 10874
is_linear=0
shrinkage=0.0149828


Tree=288
num_leaves=4
num_cat=0
split_feature=39 32 22
split_gain=21.2267 20.3712 13.3122
threshold=1.0000000180025095e-35 0.65125000000000011 1.0000000180025095e-35
decision_type=8 8 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00085655814063966636 -0.0010287045281233355 -0.0047066885418131643 -0.0069468966774860327
leaf_weight=2515.3768842555583 228.03467022255063 152.69907089881599 138.82563609443605
leaf_count=21993 2007 1189 2302
internal_value=6.08142e-05 0.000529396 -0.00329685
internal_weight=3034.94 2668.08 366.86
internal_count=27491 23182 4309
is_linear=0
shrinkage=0.0149828


Tree=289
num_leaves=4
num_cat=0
split_feature=0 15 9
split_gain=34.6249 21.849 10.1586
threshold=1847.5000000000002 3.5000000000000004 6043.2050000000008
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0035210771363265682 -0.0015099601066874226 0.001204972336001312 0.010384481282555296
leaf_weight=276.99565596878529 1506.217001311481 1182.7823023293167 58.542687192559242
leaf_count=2357 14718 9889 398
internal_value=0.000251211 -0.000310505 0.00476707
internal_weight=3024.54 2689 335.538
internal_count=27362 24607 2755
is_linear=0
shrinkage=0.0149828


Tree=290
num_leaves=4
num_cat=0
split_feature=17 2 24
split_gain=25.9573 23.9898 10.3689
threshold=0.80745000000000011 1000.2531500000001 1.0000000180025095e-35
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0069348569596368176 -0.0019348715756083833 0.0020815263926998841 -0.0013481819527637127
leaf_weight=77.740902584046125 434.99857159517705 1364.1483862679452 1158.8509857393801
leaf_count=1188 4622 11645 10194
internal_value=-4.29215e-05 0.00110027 -0.0017156
internal_weight=3035.74 1799.15 1236.59
internal_count=27649 16267 11382
is_linear=0
shrinkage=0.0149828


Tree=291
num_leaves=4
num_cat=0
split_feature=24 16 28
split_gain=30.1963 24.0446 16.0957
threshold=1.0000000180025095e-35 6.5000000000000009 76.545000000000016
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0075925143040613185 -0.00014038729044819204 0.0057156708999033558 -5.0484304115616126e-05
leaf_weight=180.91205131821334 2593.5123778153211 163.51600175350904 99.478201491758227
leaf_count=3031 22410 1064 1032
internal_value=-0.000265959 0.00020598 -0.00492191
internal_weight=3037.42 2757.03 280.39
internal_count=27537 23474 4063
is_linear=0
shrinkage=0.0149828


Tree=292
num_leaves=4
num_cat=0
split_feature=1 20 1
split_gain=22.3401 33.0575 19.0279
threshold=180500.00000000003 18420.810000000001 175500.00000000003
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0007316722806588339 -0.0025636275416578524 0.0028085837407361039 0.0064660779870217193
leaf_weight=1456.8479337226599 1110.8862677458674 328.72570360451937 140.07108705863357
leaf_count=13117 10794 2448 1132
internal_value=2.46229e-05 -0.00132292 0.00124753
internal_weight=3036.53 1439.61 1596.92
internal_count=27491 13242 14249
is_linear=0
shrinkage=0.0149828


Tree=293
num_leaves=4
num_cat=0
split_feature=24 30 25
split_gain=27.5677 23.3315 14.6799
threshold=1.0000000180025095e-35 0.32665000000000005 676.12500000000011
decision_type=10 8 8
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0010480462107478464 0.0010344353833062576 -0.0041007240830302849 -0.0080603747046730546
leaf_weight=147.82776178233325 2569.1325630880892 210.66810442507267 126.53732693940401
leaf_count=1877 22022 1630 2148
internal_value=0.00018613 0.000637236 -0.00430907
internal_weight=3054.17 2779.8 274.365
internal_count=27677 23652 4025
is_linear=0
shrinkage=0.0149828


Tree=294
num_leaves=4
num_cat=0
split_feature=3 17 10
split_gain=26.2115 35.3684 20.4138
threshold=0.71715000000000007 0.7561500000000001 11.500000000000002
decision_type=10 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0031348827635786082 -0.0016393374972308043 0.0029587181748854359 0.00051315270441739801
leaf_weight=704.2375081460923 554.88923421315849 1125.6677468698472 657.72021517343819
leaf_count=7718 4985 9118 5714
internal_value=0.000175808 0.00143007 -0.00136216
internal_weight=3042.51 1680.56 1361.96
internal_count=27535 14103 13432
is_linear=0
shrinkage=0.0149828


Tree=295
num_leaves=4
num_cat=0
split_feature=37 17 10
split_gain=26.0234 38.0588 24.956
threshold=1.0000000180025095e-35 0.9507500000000001 11.500000000000002
decision_type=10 10 10
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00030051312246596378 -0.0048351164582286924 0.0070037002443408746 0.0025604988775896373
leaf_weight=2295.7966813221574 376.76610530912876 203.83498866483569 135.46244534850121
leaf_count=18859 5620 1369 1515
internal_value=0.00022277 0.000856788 -0.00283714
internal_weight=3011.86 2499.63 512.229
internal_count=27363 20228 7135
is_linear=0
shrinkage=0.0149828


Tree=296
num_leaves=4
num_cat=0
split_feature=0 13 24
split_gain=24.8439 24.4971 22.1829
threshold=3650.0000000000005 45.455000000000005 639.43500000000006
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=-0.0011283493327554183 -0.0048339914185268921 -0.00012498303445501613 0.0028693983129813249
leaf_weight=438.15689863450825 305.90357924997807 1277.1535579431802 1023.499066054821
leaf_count=4829 4020 10842 7904
internal_value=0.000248796 -0.00104532 0.00165888
internal_weight=3044.71 1583.06 1461.66
internal_count=27595 14862 12733
is_linear=0
shrinkage=0.0149828


Tree=297
num_leaves=4
num_cat=0
split_feature=16 16 8
split_gain=23.7389 25.8916 17.6285
threshold=1.0000000180025095e-35 5.5000000000000009 287.50000000000006
decision_type=8 10 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=8.7624519625515006e-07 -0.0030973636346528026 0.002781101924884441 0.0036438758859166924
leaf_weight=1536.2945630513132 925.55149666406214 200.23437152802944 366.2575367167592
leaf_count=12585 11136 1502 2299
internal_value=-0.000308476 -0.00203305 0.000706105
internal_weight=3028.34 1125.79 1902.55
internal_count=27522 12638 14884
is_linear=0
shrinkage=0.0149828


Tree=298
num_leaves=4
num_cat=0
split_feature=16 16 4
split_gain=23.9824 31.3348 17.2522
threshold=7.5000000000000009 1.0000000180025095e-35 6.2587500000000009
decision_type=8 10 8
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.00088692421353114099 -0.0019502250139191843 -0.0023912646225941652 0.0090690411071574616
leaf_weight=1904.1499346848577 37.388869367539883 991.58497001230717 106.17891849949956
leaf_count=14930 250 11782 648
internal_value=6.04766e-05 -0.000231796 0.00596658
internal_weight=3039.3 2895.73 143.568
internal_count=27610 26712 898
is_linear=0
shrinkage=0.0149828


Tree=299
num_leaves=4
num_cat=0
split_feature=25 30 18
split_gain=23.757 24.8867 11.9938
threshold=237.68000000000004 -1.0000000180025095e-35 5.5000000000000009
decision_type=10 8 10
left_child=2 -2 -1
right_child=1 -3 -4
leaf_value=0.0020206098039887506 -0.0074389409560208361 -0.00088853075423412492 -0.00098904062307505428
leaf_weight=1042.0687883235514 141.00901195779443 1440.1422965917736 404.60772160068154
leaf_count=8206 2438 14136 2718
internal_value=-0.000214152 -0.00148569 0.0011667
internal_weight=3027.83 1581.15 1446.68
internal_count=27498 16574 10924
is_linear=0
shrinkage=0.0149828


end of trees

feature_importances:
t_ps_od_days_max=100
available_limit_amt=77
cre_l90_used_limit_amt_min=75
f_ps_od_days_max=69
shd_pre_repay_amt_rate=63
apprv_num_m1=59
ps_int_amt_sum=47
cre_l60_used_limit_rate_min=44
s_ps_od_days_max=43
min_apply_amt=42
loan_os_prcp_credit_amount_m6=28
avg_tnr=24
cre_now_l30_used_amt_d_max=21
loan_os_prcp_credit_amount_m3=20
setl_rem_prcp_paym_m3_num=20
min_tnr=19
grade_limit_amount=17
loan_os_prcp_credit_amount_m12=17
end_loan_to_rep_loan_freq=17
cre_now_p1m_used_rate_m=14
shd_pre_repay_cnt=13
suc_apprv_num_m6=8
repay_amount_all_shd_amt_pc=8
useratemore70monthsubcurmonth=7
cre_now_l60_limit_left_d_max=7
ps_int_amt_avg=5
max_loan_os_prcp_m12=5
cre_l30_l90_used_amt_m_min=5
cre_now_l60_used_amt_m_max=4
useratemore70_m6_num=4
cre_now_l30_limit_left_d_min=4
cre_now_l60_usedrate_m_max=4
orig_prcp_avg_m12=2
repay_amount_m6_all_shd_amt_pc=2
last_clear_num_m1=2
loan_os_prcp_gt0_m12_num_pc=1
useratemore90_m3_num=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 300]
[learning_rate: 0.0149828]
[num_leaves: 6]
[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: 230]
[min_sum_hessian_in_leaf: 0.00685878]
[bagging_fraction: 0.722467]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 17402]
[bagging_by_query: 0]
[feature_fraction: 0.41645]
[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: 0.848554]
[lambda_l2: 0.331013]
[linear_lambda: 0]
[min_gain_to_split: 7.62582]
[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: 14.9336]
[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: 1.58332]
[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:[]
