tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=binary sigmoid:1
feature_names=num_seqs sum_len min_len sum_completeness gc_var cpg_var cpg_max_min skew_var skew_max_min tetra_pca overlap_singl_like_gene codon_pca redundunt_protein min_contig_rate overlap_sp_one_or_no redundunt_cat
feature_infos=[2:35] [4208:568414] [2000:36684] [0:302] [0:793.5] [0:0.01247406005859375] [1.0728836059570312e-06:0.1669921875] [0:0.1522216796875] [5.9604644775390625e-06:0.693359375] [8.5234642028808594e-06:0.005657196044921875] [0:10] [7.4565410614013672e-05:0.034942626953125] [0:115] [0.38532765609962377:49.968640069809936] -1:0:1 -1:0:3:1:2
tree_sizes=961 984 974 997 992 987 990 982 994 985 987 990 989 988 1006 991 977 987 976 1008 1003 985 990 995 994 973 981 983 1005 997 999 977 986 981 982 1015 977 987 992 1002 1001 978 994 986 985 973 981 986 986 979 995 987 988 986 977 980 984 991 981 979 976 986 987 969 984 976 981 979 975 975 977 998 979 975 978 984 977 973 974 971 985 974 977 980 983 984 980 977 986 971 989 988 986 991 974 973 986 986 986 992 999 978 979 991 986 991 977 987 979 985 989 991 992 975 991 977 979 985 976 982 992 974 986 974 976 977 991 983 982 986 991 977 985 969 974 984 988 984 986 987 991 998 980 972 971 991 1013 984 970 995 978 1019 984 976 972 978 978 979 994 999 978 991 1005 970 980 988 974 994 990 971 984 977 973 978 972 975

Tree=0
num_leaves=8
num_cat=0
split_feature=6 12 3 9 11 3 5
split_gain=2362.56 3191.11 1807.87 739.081 191.069 120.656 73.8086
threshold=0.017890930175781253 1.0000000180025095e-35 101.50000000000001 0.00025665760040283209 0.0009543895721435548 98.500000000000014 1.7732381820678714e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6
right_child=-2 -3 -4 4 6 -7 -8
leaf_value=2.0598258214033791 2.7702391568123406 2.7634839557903685 2.7444139424686735 2.0378645665149717 2.3536360139818955 1.7737477081428081 2.5902235552738864
leaf_weight=141.82688118889928 959.57668870687485 262.43699137121439 65.579110383987427 10.608385503292082 21.216771006584167 16.455052513629198 34.83890239149332
leaf_count=2353 15920 4354 1088 176 352 273 578
internal_value=2.67565 2.51073 2.28241 2.14772 2.42702 2.03008 2.50067
internal_weight=0 552.962 290.525 224.946 66.6641 158.282 56.0557
internal_count=25094 9174 4820 3732 1106 2626 930
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=3 11 10 0 1 11 11
split_gain=1408.2 1115.32 436.423 134.308 82.9305 73.785 73.1912
threshold=101.50000000000001 0.0017733573913574221 1.0000000180025095e-35 2.5000000000000004 6778.5000000000009 0.0025243759155273442 0.0013928413391113283
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 -5
right_child=-2 4 -4 6 5 -7 -8
leaf_value=-0.32606754030466889 0.10245366223170325 -0.42966786518056221 0.027349666414638603 -0.21562915188104981 -0.025230579395686265 0.085604964938380823 -0.0783391536878741
leaf_weight=104.71883235871792 730.52535126358271 3.519281640648841 79.805186569690704 249.72710108011961 79.630243740975857 244.43471013754606 45.981791108846664
leaf_count=1135 13128 46 1312 3161 1255 4326 683
internal_value=0 -0.0891416 -0.186188 -0.228746 0.0531266 0.0583701 -0.194281
internal_weight=0 807.817 480.233 400.428 327.584 324.065 295.709
internal_count=25046 11918 6291 4979 5627 5581 3844
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=0
split_feature=4 3 10 6 1 3 9
split_gain=1496.37 1006.53 300.639 64.7049 51.3777 36.8266 36.4306
threshold=8.8085937500000018 102.50000000000001 1.0000000180025095e-35 0.022727966308593753 53796.000000000007 95.500000000000014 0.00011894106864929201
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -2
right_child=6 -3 -4 -5 -6 -7 -8
leaf_value=-0.21398316530387357 -0.43895217493753924 0.09678957686927446 0.0128026415565556 -0.025665324505540196 -0.15734023035781231 -0.30166219939379907 0.097647228586724075
leaf_weight=251.006138574332 1.2668816633522499 190.70862830430269 77.157017514109612 20.312483705580235 137.82071546837687 59.206255756318569 795.39062959328294
leaf_count=2477 14 3736 1294 326 1476 540 15086
internal_value=0 -0.100965 -0.1701 -0.200232 -0.208146 -0.230718 0.0967937
internal_weight=0 736.211 545.503 468.346 448.033 310.212 796.658
internal_count=24949 9849 6113 4819 4493 3017 15100
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=1
split_feature=6 15 3 11 2 6 3
split_gain=1114.53 1043.47 380.471 55.9157 42.5015 36.8849 42.2622
threshold=0.018806457519531253 0 104.50000000000001 0.0011973381042480471 3569.5000000000005 0.029136657714843753 101.50000000000001
decision_type=2 1 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2
right_child=5 2 -4 4 -6 -7 -8
leaf_value=0.093792111884804366 -0.0123475964047797 -0.20992702553461609 0.097581528725767003 -0.19182233631560888 -0.085987620780775736 0.10141310200025277 0.10347504871823639
leaf_weight=235.89011892303824 66.953151002526283 328.85284841805696 52.171105924993753 72.716522496193647 79.352881446480751 619.80944008752704 59.501073997467756
leaf_count=4273 1120 2498 1101 734 839 13063 1278
internal_value=0 -0.0801756 -0.155988 -0.18674 -0.136596 0.0913712 0.0421511
internal_weight=0 768.983 533.093 480.922 152.069 746.264 126.454
internal_count=24906 9445 5172 4071 1573 15461 2398
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=8
num_cat=1
split_feature=4 14 4 1 1 9 4
split_gain=1042.39 380.875 43.5513 38.6511 35.6824 32.9371 29.9254
threshold=7.0332031250000009 0 14.292968750000002 50545.000000000007 45401.500000000007 0.0002061724662780762 2.7763671875000004
decision_type=2 1 2 2 2 2 2
left_child=1 3 4 -1 5 -2 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=-0.12904154808260973 -0.17405784825916787 0.063260031271682879 0.10050576077324432 -0.094823982731276693 0.086913419070986153 0.016578718609306636 -0.0029144110529910881
leaf_weight=397.34212611243129 12.612162489444016 158.64978912845254 624.72580046579242 193.91410648450255 48.151917461305857 32.203624829649925 43.344200182706118
leaf_count=3502 122 3269 14168 2019 909 515 617
internal_value=0 -0.0753249 0.0910029 -0.109971 0.0271456 -0.0370715 -0.0780333
internal_weight=0 793.25 717.694 634.6 92.9677 44.8158 237.258
internal_count=25121 9407 15714 6138 1546 637 2636
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=0
split_feature=5 12 3 11 5 3 5
split_gain=782.363 746.938 295.985 37.9837 22.1992 21.6698 20.1908
threshold=0.00011500716209411622 1.5000000000000002 105.50000000000001 0.0013928413391113283 1.7732381820678714e-05 95.500000000000014 9.0301036834716814e-06
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.16130465116727982 0.093369921008263579 0.098277657093510412 0.09981203900956527 -0.13006086842636552 -0.048744056128370877 -0.18572372721531913 -0.11339721274677744
leaf_weight=149.70090456306934 589.21161914244294 234.58974045142531 61.324821494519711 59.85033056512475 76.463588215410709 100.00088026374578 213.36505684629083
leaf_count=931 14446 4582 1442 503 871 678 1499
internal_value=0 -0.0550104 -0.109437 -0.130846 -0.0844475 -0.144504 -0.133151
internal_weight=0 895.295 660.706 599.381 136.314 463.067 363.066
internal_count=24952 10506 5924 4482 1374 3108 2430
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=0
split_feature=9 12 9 9 2 0 7
split_gain=529.663 532.007 125.841 32.8446 27.8831 44.1395 24.4901
threshold=0.00033771991729736334 1.5000000000000002 0.00018268823623657229 0.00060677528381347667 3548.5000000000005 4.5000000000000009 0.014728546142578127
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -4 -2
right_child=3 -3 4 -5 -6 -7 -8
leaf_value=-0.12408918205730457 0.068475403027250317 0.093376800226674661 -0.14287002734958248 0.097153110766541387 -0.01254806575784099 0.0038938273502609599 -0.003142115386188183
leaf_weight=405.18588219210505 176.12188417464495 209.87058700248599 49.694402657449245 344.40141141787171 177.01677277311683 34.872127659618855 65.506752908229828
leaf_count=2716 4002 4486 499 9327 2314 592 1088
internal_value=0 -0.0454776 -0.0891831 0.0773235 -0.0351143 -0.0823502 0.0490595
internal_weight=0 876.64 666.769 586.03 261.583 84.5665 241.629
internal_count=25024 10607 6121 14417 3405 1091 5090
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=4 12 4 6 9 6 9
split_gain=656.63 529.859 35.7157 32.9002 21.0555 18.7066 15.2422
threshold=7.0332031250000009 1.5000000000000002 2.7763671875000004 0.018806457519531253 0.00019937753677368167 0.017280578613281253 0.00021594762802124026
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -4 -7
right_child=3 -3 5 -5 -6 6 -8
leaf_value=-0.1049000079075314 -0.068316306939219695 0.09417941978560905 -0.0682581278371443 0.098321193493867587 0.055804788822325292 -0.061043786940679204 0.076426585285599424
leaf_weight=516.06507772579789 16.899688929319382 197.22387973964214 105.97367350757122 493.79653364047408 71.441614098846912 14.033350501209496 18.964804694056511
leaf_count=3402 160 4531 854 14343 1174 217 349
internal_value=0 -0.0495172 -0.0927826 0.0882659 0.0320602 -0.0477852 0.0179635
internal_weight=0 852.261 655.037 582.138 88.3413 138.972 32.9982
internal_count=25030 9353 4822 15677 1334 1420 566
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=6 12 9 5 9 1 9
split_gain=528.343 372.539 69.4082 45.273 24.0917 21.7987 18.6172
threshold=0.023582458496093753 1.5000000000000002 0.00021904706954956057 2.6732683181762699e-05 0.00034153461456298834 43437.000000000007 0.00019210577011108401
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -2
right_child=6 -3 3 4 -6 -7 -8
leaf_value=-0.090006572687702041 0.00037032887701888228 0.09103072234809266 -0.066710583358510184 -0.075479925227017117 0.062983140569290413 0.043618741810358401 0.097271235745048645
leaf_weight=508.33682240173221 20.770749600604177 180.69854451715946 132.28616483695805 36.656620968133211 59.912634754553437 26.461366884410381 436.46747102960944
leaf_count=2995 437 4515 1191 375 1168 378 13878
internal_value=0 -0.0380881 -0.0686407 -0.026101 0.0175636 -0.0255494 0.0928694
internal_weight=0 944.352 763.654 255.317 123.031 63.118 457.238
internal_count=24937 10622 6107 3112 1921 753 14315
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=8
num_cat=0
split_feature=4 12 4 1 9 12 2
split_gain=515.844 332.423 55.1201 32.7925 24.0976 10.7881 11.5302
threshold=11.816406250000002 1.5000000000000002 4.8730468750000009 47136.500000000007 0.00021594762802124026 1.0000000180025095e-35 3475.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.10273845069848045 0.093284455832547006 0.088029349213821384 -0.11282883864817797 0.067208061733798827 0.0052161584924179027 -0.0078401934496579086 -0.071758427003516784
leaf_weight=160.23908596858382 434.624237395823 170.72741301357746 29.427064806222916 42.853422021493316 41.939090374857187 21.714294083416462 480.07264386676252
leaf_count=1081 14553 4644 176 786 568 210 2981
internal_value=0 -0.0383058 -0.066092 -0.00193811 -0.0434587 -0.0771605 -0.0795113
internal_weight=0 946.973 776.246 114.22 71.3662 662.026 640.312
internal_count=24999 10446 5802 1530 744 4272 4062
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=3 6 12 9 9 6 2
split_gain=436.767 222.407 156.139 21.2412 19.12 26.1802 19.9417
threshold=102.50000000000001 0.029136657714843753 2.5000000000000004 0.00018996000289916995 0.00020140409469604495 0.0098228454589843767 3921.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 -7
right_child=-2 3 -4 -5 5 6 -8
leaf_value=-0.073598887598677692 0.099126934124851337 -0.11581545829390907 0.084855560762120585 0.09552427881759698 -0.070264784616626164 -0.049960163188299489 0.029721402911672318
leaf_weight=503.29767921566963 363.13272190093994 4.9300247579812995 79.754322379827499 134.27383255586028 139.7613682448864 58.851026777178049 67.355281664058566
leaf_count=2588 12898 88 1933 4975 921 700 886
internal_value=0 -0.0291207 -0.0483301 0.0880392 -0.0621383 -0.0404509 -0.00743476
internal_weight=0 988.224 849.02 139.204 769.265 265.968 126.206
internal_count=24989 12091 7028 5063 5095 2507 1586
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=4 12 4 7 6 5 6
split_gain=378.356 229.398 40.7557 16.3434 12.2487 11.5791 9.28008
threshold=12.472656250000002 1.5000000000000002 4.6777343750000009 0.00030648708343505865 0.0085716247558593767 0.00010111927986145021 0.018806457519531253
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -2
right_child=6 -3 3 4 -6 -7 -8
leaf_value=-0.060024013061501638 0.044967668476073031 0.08809380341993793 -0.092670841723068414 -0.033497847544659863 0.040712044375909105 0.0030780096516832781 0.098271739651382625
leaf_weight=659.6141862552613 36.300173986703157 146.61620325408876 14.927024338394402 31.442032238468528 76.007645171135664 30.420619994401932 325.90819340758026
leaf_count=3756 753 4665 131 263 1295 435 13663
internal_value=0 -0.0270328 -0.0478098 0.00537557 0.0189966 -0.0572421 0.0929297
internal_weight=0 959.028 812.412 122.377 107.45 690.035 362.208
internal_count=24961 10545 5880 1689 1558 4191 14416
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=4 12 4 0 9 12 7
split_gain=352.69 203.126 25.3501 13.1302 15.5993 9.66874 11.1664
threshold=12.472656250000002 2.5000000000000004 4.8730468750000009 4.5000000000000009 0.00036895275115966802 1.0000000180025095e-35 0.0029592514038085942
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.055001893524830529 0.092043621488340596 0.090027320449458603 -0.044006725442342652 0.059093232228605158 0.052840846860720485 0.050749807008367613 -0.07911856839783471
leaf_weight=686.45874495431781 331.74274371936917 127.41970898397267 68.937758173793554 26.727222833782434 21.919088464230299 18.455707602202896 10.323989966884254
leaf_count=4015 14421 4482 728 536 393 246 131
internal_value=0 -0.0275571 -0.0455473 -0.00251794 -0.0206422 -0.0526212 0.00416224
internal_weight=0 960.242 832.823 117.584 90.8568 715.238 28.7797
internal_count=24952 10531 6049 1657 1121 4392 377
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=8
num_cat=0
split_feature=3 5 12 9 3 3 5
split_gain=322.387 139.195 84.3906 13.4975 8.95605 8.90081 10.9448
threshold=103.50000000000001 0.00018805265426635745 2.5000000000000004 0.00024521350860595709 55.500000000000007 96.500000000000014 7.8380107879638689e-06
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.057538188994292132 0.098876567546479777 -0.22846252476058099 0.074250832967071995 0.08957522995259648 0.020707047352614687 -0.067937003791818315 -0.030605741011847279
leaf_weight=231.2496951110661 283.44657124765217 2.0828981082886449 64.375602347776294 108.55111651867628 4.6900233924388885 137.21381494961679 434.21527025289834
leaf_count=1145 12657 42 1999 5132 118 845 2993
internal_value=0 -0.0221833 -0.0359114 0.0810297 -0.0559283 -0.0447466 -0.0399648
internal_weight=0 982.378 867.054 115.324 6.77292 802.679 665.465
internal_count=24931 12274 6982 5292 160 4983 4138
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=1
split_feature=5 15 5 9 2 9 1
split_gain=238.606 124.902 24.5648 21.5672 16.8936 11.5992 12.3828
threshold=0.00018805265426635745 0 6.5714120864868178e-05 0.00016826391220092776 3446.5000000000005 0.00018996000289916995 44130.500000000007
decision_type=2 1 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2
right_child=5 2 3 4 -6 -7 -8
leaf_value=0.0774023502941346 -0.31415451587297544 -0.038765667765702033 -0.071269018920802743 -0.026486998172150444 0.066042679547410721 0.093428183228461276 0.042205093607238647
leaf_weight=109.03480490669608 1.4063180088996876 766.61958254128695 24.705153938382864 29.939278453588486 57.870169514790177 242.25848503783345 3.1777963731437922
leaf_count=4529 17 4985 232 621 1331 13081 91
internal_value=0 -0.0194671 -0.0319978 0.0112711 0.034494 0.0904463 -0.0671343
internal_weight=0 988.169 879.134 112.515 87.8094 246.843 4.58411
internal_count=24887 11698 7169 2184 1952 13189 108
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=8
num_cat=0
split_feature=6 12 5 7 11 6 11
split_gain=216.913 113.655 14.579 23.7258 9.2079 7.04971 6.80234
threshold=0.027076721191406253 2.5000000000000004 4.2051076889038093e-05 0.0027666091918945317 0.0092887878417968767 0.016761779785156253 0.0021867752075195317
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.0345318261957323 0.089910783447159595 0.085372318346671708 -0.011726249473669199 0.040897779482717639 -0.25676323034387066 -0.076803567655688576 0.031551691038066147
leaf_weight=701.81417013891041 236.5197313548997 98.484596270136535 65.166403891518712 81.519886564463377 1.0523015335202206 42.244370400905609 6.7143536135554305
leaf_count=4194 13544 4403 460 1618 9 532 211
internal_value=0 -0.0166101 -0.0277883 -0.00372722 0.0371032 -0.0332691 -0.0619432
internal_weight=0 996.996 898.511 196.697 82.5722 114.125 48.9587
internal_count=24971 11427 7024 2830 1627 1203 743
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=4 12 4 0 7 2 5
split_gain=214.969 94.5262 22.2749 11.8191 12.7937 9.2339 9.3081
threshold=14.292968750000002 2.5000000000000004 4.0175781250000009 4.5000000000000009 0.029930114746093753 3098.5000000000005 0.0001603960990905762
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.033908410373454378 0.090351087437834376 0.079787045143360089 -0.041331341213309516 0.069135417440166561 -0.23888377894671581 0.0069444235130093806 -0.25461671599710323
leaf_weight=717.83431801013649 234.9712668126449 92.763173153623939 25.32718858495355 35.028100362978876 1.4021003246307362 98.234009802341461 2.2256729863584033
leaf_count=4109 14142 4491 238 707 20 1244 76
internal_value=0 -0.0162251 -0.0263455 0.00712159 0.0572782 -0.00740478 -0.0585634
internal_weight=0 972.815 880.051 162.217 36.4302 125.787 27.5529
internal_count=25027 10885 6394 2285 727 1558 314
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=6 12 5 9 9 1 1
split_gain=181.396 88.1326 13.5037 24.5862 16.4582 8.95172 7.96807
threshold=0.026573181152343753 2.5000000000000004 4.2051076889038093e-05 0.00036346912384033209 9.5039606094360365e-05 6778.5000000000009 47761.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.14556326472298206 0.088775242196209248 0.083213583903246555 -0.11789144070321639 0.071041815781401105 -0.023894775137259339 -0.02901814203868136 0.02816380531413204
leaf_weight=6.6520886346697798 204.43512339238077 84.09362400136888 14.95482901111245 38.687907109037042 92.533971390686929 708.22956531122327 43.093524408526719
leaf_count=40 13651 4396 81 1145 800 4169 664
internal_value=0 -0.014707 -0.0238144 -6.33951e-05 -0.018332 -0.0301027 -0.00735391
internal_weight=0 988.246 904.152 189.27 150.582 714.882 135.627
internal_count=24946 11295 6899 2690 1545 4209 1464
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=3 9 12 8 8 1 2
split_gain=213.963 49.9455 35.9031 11.7891 9.93112 16.3399 25.0062
threshold=103.50000000000001 0.00070118904113769542 2.5000000000000004 0.45568847656250006 0.23712158203125003 133603.50000000003 4630.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 -7
right_child=-2 3 4 -5 5 6 -8
leaf_value=-0.025888837142196697 0.096960811526815793 0.090884916115466188 0.082529563994075517 -0.17960448073988644 0.032340390650394867 -0.027398823979921667 -0.9496628117557826
leaf_weight=879.60446207318455 201.77520201075822 47.765370707958937 40.009048641659319 1.6672330433502782 4.2739516478031865 0.77079801540821768 0.47493799217045307
leaf_count=6899 12548 3379 1815 40 192 38 23
internal_value=0 -0.0161739 -0.0214069 0.0817607 0.0651821 -0.0605557 -0.37919
internal_weight=0 974.566 925.133 49.4326 45.5287 5.51969 1.24574
internal_count=24934 12386 8967 3419 2068 253 61
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=1
split_feature=3 9 15 9 11 2 3
split_gain=197.823 41.8423 26.6903 12.6334 14.8299 22.3822 8.54754
threshold=104.50000000000001 0.00070118904113769542 0 0.00021594762802124026 0.0009543895721435548 4556.5000000000009 99.500000000000014
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.049704268255570651 0.098244361389687646 0.077591729229583989 -0.032360521563828286 -0.035666697528123972 -0.019576246142960226 0.046731653054875595 -0.15178488061416051
leaf_weight=43.586010543629527 180.13723684009165 45.77941470593214 611.63094596378505 59.13678595982492 131.93832410313189 82.886832747608423 7.1001889556646338
leaf_count=2133 12370 3451 2953 338 2038 1675 46
internal_value=0 -0.0157562 -0.0203205 -0.0240271 -0.00674724 0.00600761 -0.0481147
internal_weight=0 982.059 936.279 892.693 281.062 214.825 66.237
internal_count=25004 12634 9183 7050 4097 3713 384
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=1
split_feature=3 4 15 8 3 4 11
split_gain=168.66 72.9864 26.5323 12.6916 11.7756 9.45487 8.15059
threshold=104.50000000000001 27.476562500000004 0 0.10025024414062501 95.500000000000014 10.230468750000002 0.0019230842590332033
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 5 6 -1 -4
right_child=-2 -3 4 -5 -6 -7 -8
leaf_value=0.092874220984125982 0.097032173843935504 0.090699300814669898 -0.015454797787249933 -0.0014755541147861121 -0.048578461298128574 -0.24469867769654569 -0.051851419653709291
leaf_weight=33.996843750588596 163.06272129528224 63.743965150788426 613.55485738813877 33.636153250932693 169.18411123100668 0.85010916646569867 68.384650292806327
leaf_count=1212 12300 5016 3477 1097 1091 27 747
internal_value=0 -0.0127784 -0.0199512 0.0369468 -0.0246735 0.0846364 -0.0191047
internal_weight=0 983.351 919.607 68.4831 851.124 34.847 681.94
internal_count=24967 12667 7651 2336 5315 1239 4224
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=0
split_feature=4 12 11 7 4 1 13
split_gain=120.204 47.191 7.9392 6.9657 9.69037 23.9488 9.45418
threshold=14.292968750000002 2.5000000000000004 0.00028228759765625005 0.015785217285156253 2.6162109375000004 49372.500000000007 41.680551656811232
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.1002257581421999 0.084917132162771303 0.074205949398465865 -0.016744726179468893 -0.042469225828353462 -0.0050764991944934161 0.056907925004566845 -0.081269178852159563
leaf_weight=10.524706499651073 163.57125000376254 65.270115341059864 593.01985074393451 72.843241111375391 125.55060245003551 68.329844665713608 18.712276673875749
leaf_count=45 14097 4513 3146 666 1145 1237 122
internal_value=0 -0.00786438 -0.0138901 -0.0128557 -0.010178 0.0081395 -0.0149596
internal_weight=0 954.251 888.981 878.456 805.613 212.593 144.263
internal_count=24971 10874 6361 6316 5650 2504 1267
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=1
split_feature=4 15 4 2 8 6 2
split_gain=117.654 39.991 8.64951 8.91791 10.3394 7.6569 15.1561
threshold=13.085937500000002 0 6.0957031250000009 3374.5000000000005 0.068634033203125014 0.034561157226562507 2048.5000000000005
decision_type=2 1 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2
right_child=5 2 3 -5 -6 -7 -8
leaf_value=0.061546439332996687 -0.37202612103085336 -0.020407179856863428 -0.13376027127130127 0.03351461372869792 0.0049853237230139177 0.097171170362835693 0.057063681796672511
leaf_weight=60.224682191386819 0.83647763635963102 815.72121702693403 7.6916944012045887 61.201931034214795 17.79972118511796 105.52097053453326 50.416530046612024
leaf_count=4486 27 4824 79 974 347 11658 2639
internal_value=0 -0.0116486 -0.0170269 0.0128154 -0.0368804 0.081769 0.050058
internal_weight=0 962.639 902.415 86.6933 25.4914 156.774 51.253
internal_count=25034 10710 6224 1400 426 14324 2666
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=1
split_feature=3 4 15 7 6 3 13
split_gain=129.773 47.4905 13.7364 12.4874 13.8573 16.8349 16.597
threshold=105.50000000000001 27.476562500000004 0 0.0015788078308105471 0.014453887939453127 97.500000000000014 3.3587406416001229
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.01619141413862905 0.098628528513434816 0.085664402658619757 0.098038783155043871 0.031122115419112192 -0.06640017089014448 -0.11646541154367365 -0.96339580713145367
leaf_weight=869.15347212413326 128.97476487839594 51.074653944931924 21.94959041941911 18.038046282716099 3.5503313522785893 0.45726642105728377 0.46830462850630283
leaf_count=5368 12049 5217 1259 884 189 27 24
internal_value=0 -0.00817532 -0.0134214 0.0362213 -0.00795879 -0.165447 -0.545195
internal_weight=0 964.692 913.617 44.4635 22.5139 4.4759 0.925571
internal_count=25017 12968 7751 2383 1124 240 51
cat_boundaries=0 1
cat_threshold=3
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=5 12 7 12 7 2 2
split_gain=80.4636 36.3946 8.98637 7.16544 6.34093 12.2539 6.12163
threshold=0.00018805265426635745 1.0000000180025095e-35 0.0020265579223632817 20.500000000000004 4.8846006393432624e-05 3641.5000000000005 3497.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 5 -2 -1
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.026805356953479471 -0.5483713946352381 0.081879827900069257 -0.0035354426390753536 0.10167989723122597 0.084598289739834964 0.041688774445019464 -0.0081858745442842714
leaf_weight=243.96213812381029 0.45963558368384738 49.814572785515338 31.505356798414141 8.1459347889758629 112.43300605425611 1.4981420245021579 639.2758606527932
leaf_count=1952 25 3039 1271 678 13096 110 4818
internal_value=0 -0.00717255 0.0536042 0.0180805 0.0814914 -0.0969155 -0.0133288
internal_weight=0 972.704 89.4659 39.6513 114.391 1.95778 883.238
internal_count=24989 11758 4988 1949 13231 135 6770
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=0
split_feature=3 4 12 3 4 3 4
split_gain=112.787 36.5866 14.0072 7.46074 10.2112 7.06946 9.51188
threshold=105.50000000000001 27.476562500000004 1.0000000180025095e-35 94.500000000000014 1.6303710937500002 103.50000000000001 1.9975585937500002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.015929865835013497 0.097980158184114027 0.080782821195772792 0.049333781980974427 0.045478597322089948 -0.43660181380181173 0.10283444758809834 -0.10564702451687219
leaf_weight=857.99683323036879 111.40201651444659 44.033722765278071 51.978145704604685 7.5883278478868288 1.0957877486944196 1.1137919733300803 4.1822997946292162
leaf_count=5206 12047 5216 1940 395 33 75 143
internal_value=0 -0.00827183 -0.012516 0.0318916 -0.0329576 -0.126074 -0.174383
internal_weight=0 967.989 923.955 65.9584 13.9802 6.39188 5.27809
internal_count=25055 13008 7792 2586 646 251 176
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=8
num_cat=0
split_feature=3 5 12 1 5 7 5
split_gain=100.599 24.2161 10.0579 4.69481 5.8087 6.97862 8.13564
threshold=105.50000000000001 0.00031244754791259771 6.5000000000000009 38950.000000000007 0.0012936592102050783 0.0046405792236328134 0.0011820793151855471
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.011920903807890623 0.097506587872153827 -0.064153699215795904 0.054700600341826923 0.10101888763326522 0.1006467698529431 0.078086973702000323 -0.61924966460918174
leaf_weight=907.69165318133309 101.70390632422641 5.3546586264856177 23.240899353753775 21.863843525759876 6.981065457686781 4.2600661930628121 0.27737687854096282
leaf_count=6375 12058 410 1663 2904 1096 467 36
internal_value=0 -0.00703403 -0.0102577 0.070436 0.0308059 -0.0184838 -0.0915309
internal_weight=0 969.67 930.933 38.737 16.8732 9.8921 5.63204
internal_count=25009 12951 8038 4913 2009 913 446
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=8
num_cat=0
split_feature=6 12 8 7 12 9 6
split_gain=64.7589 20.6684 9.50102 11.0929 12.4303 7.4533 7.4436
threshold=0.035324096679687507 2.5000000000000004 0.21734619140625003 0.0072116851806640634 14.500000000000002 0.00015765428543090823 0.016761779785156253
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.013584441022524469 0.091627003975515819 0.082400677185964888 -0.58218741702883869 0.010371594378076599 0.10100827486165545 0.0006926757065180613 -0.062906614228620844
leaf_weight=422.43914629518986 74.949341580737382 37.195375957991928 0.71446444047614821 6.5637118355371058 0.4242732273414731 480.99329080339521 32.987563389353454
leaf_count=1942 11930 3894 15 542 47 6310 283
internal_value=0 -0.00481069 0.0614672 -0.0396196 -0.327686 -0.0079885 -0.017157
internal_weight=0 981.318 44.8978 7.70245 1.13874 936.42 455.427
internal_count=24963 13033 4498 604 62 8535 2225
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=8
num_cat=1
split_feature=3 5 15 8 1 8 13
split_gain=87.2267 19.0905 8.75068 9.6136 7.32995 6.39975 9.05102
threshold=105.50000000000001 0.00081968307495117198 0 0.096099853515625014 6778.5000000000009 0.38549804687500006 1.2086539073894886
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 -4 6 -6
right_child=-2 -3 4 -5 5 -7 -8
leaf_value=0.076423522058361781 0.096754073555276071 0.090382264729413381 -0.11640398437836606 -0.0072334527981808118 -0.21229425017747272 -0.06768811533251412 -0.0093980250968604476
leaf_weight=25.412253957241774 87.711703502107412 19.54836872825399 6.6739288885146371 29.897510314360261 2.2039179634302846 19.614486767910421 856.22838002769276
leaf_count=1257 12003 3513 39 1204 20 196 6730
internal_value=0 -0.00742692 -0.00946094 0.0264255 -0.011869 -0.0112096 -0.00991903
internal_weight=0 959.579 940.03 55.3098 884.721 878.047 858.432
internal_count=24962 12959 9446 2461 6985 6946 6750
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=8
num_cat=1
split_feature=3 4 3 8 15 8 6
split_gain=82.5184 27.2168 7.58933 6.36274 6.88336 5.46382 5.56099
threshold=105.50000000000001 27.476562500000004 8.5000000000000018 0.42419433593750006 0 0.10025024414062501 0.010486602783203127
decision_type=2 2 2 2 1 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.14605906257070864 0.096232999756688323 0.07793597928342462 0.09311837930629939 -0.076733979664022955 -0.012392147328930065 0.062673753022062503 -0.059422028265830235
leaf_weight=4.2354490784928194 80.330632657278329 34.507583415601403 12.369489565491678 14.891399358399211 881.10284596681595 7.6642249650321883 7.2670538704842329
leaf_count=23 12004 5176 1186 152 5440 526 442
internal_value=0 -0.00926602 -0.0125103 -0.0118976 -0.0108347 0.0321809 0.00324943
internal_weight=0 962.038 927.53 923.295 908.404 27.3008 14.9313
internal_count=24949 12945 7769 7746 7594 2154 968
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=0
split_feature=9 12 11 11 9 11 9
split_gain=27.5351 15.0118 11.9736 9.53335 11.0705 11.4485 9.07327
threshold=0.00063872337341308605 11.500000000000002 0.0025949478149414067 0.0046138763427734384 0.00041210651397705084 0.0011973381042480471 0.00045907497406005865
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -5
right_child=2 -3 -4 6 5 -7 -8
leaf_value=-0.0069883861788524321 -0.030190085221938074 0.0785664274243182 0.094090567273193718 -0.052829805690903155 -0.02546180447253385 0.057414114419444412 -0.31159325125033421
leaf_weight=873.00289650820196 9.4585486506111902 22.203902477398515 42.961551021318883 5.1418843353167167 23.968072911724448 54.726402828935534 1.8397131306119261
leaf_count=9312 341 2974 8499 44 204 3560 59
internal_value=0 -0.00272162 0.0716655 -0.00460436 -0.00375022 0.0321724 -0.12103
internal_weight=0 980.883 52.4201 958.679 951.697 78.6945 6.9816
internal_count=24993 16153 8840 13179 13076 3764 103
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=3 4 3 1 1 4 1
split_gain=65.0711 19.9357 8.22325 15.768 15.5952 12.0884 8.83596
threshold=105.50000000000001 31.867187500000004 92.500000000000014 28530.000000000004 41029.000000000007 0.85717773437500011 43652.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=-0.0027531668140864493 0.094001815566608971 0.078792310793971698 0.053004098442835948 -0.01245061878757831 0.037018010266995853 -0.11441813264304637 -0.028160769566839463
leaf_weight=703.91716343397275 70.422940633492544 27.194435209501535 23.387636879459023 17.389777667820454 24.98843795992434 35.080946515314281 124.04651477979496
leaf_count=5798 12090 4985 227 99 178 252 1395
internal_value=0 -0.00560068 -0.00807164 -0.0247184 -0.0337393 -0.0806246 -0.0172323
internal_weight=0 956.005 928.81 224.893 201.506 52.4707 149.035
internal_count=25024 12934 7949 2151 1924 351 1573
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=8
num_cat=0
split_feature=3 4 3 3 4 11 11
split_gain=57.2281 16.3444 7.52092 8.68282 9.91243 8.63736 7.84133
threshold=104.50000000000001 27.476562500000004 95.500000000000014 100.50000000000001 0.61791992187500011 0.0019674301147460942 0.0008571147918701173
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.0018794456749596476 0.090864674784898181 0.07190228299588286 -0.00091048490666975244 -0.035741168299156828 -0.066349805475502108 0.037597360832491787 0.052751346549370949
leaf_weight=739.95560584170744 68.005310014821589 27.478298875503242 50.621072829235345 17.177884163800627 81.625589048489928 8.8614011011086387 24.006788467522711
leaf_count=5995 12310 5049 281 228 572 89 379
internal_value=0 -0.00409725 -0.00636168 -0.0245557 -0.0363464 -0.0561701 0.0158415
internal_weight=0 949.727 922.248 182.293 141.108 90.487 41.1847
internal_count=24903 12593 7544 1549 942 661 607
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=4 12 8 12 4 7 5
split_gain=32.2281 10.2459 7.61445 6.86204 6.6466 7.68286 6.4318
threshold=27.476562500000004 6.5000000000000009 0.43933105468750006 20.500000000000004 6.0957031250000009 0.00030648708343505865 4.3183565139770515e-05
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.0063734007317058335 0.082100898188366619 0.068523828817587104 -0.45347119125166718 0.10135962365938522 0.024611284801666564 0.028488420765699858 -0.11482476064645769
leaf_weight=818.34913907363079 48.522041923366487 26.576454673195261 0.53909910726360877 0.37967421859502792 6.0121168689802271 102.65046042436734 7.3546048502903432
leaf_count=5474 12228 3713 34 43 44 3273 166
internal_value=0 -0.00142726 0.058738 -0.224238 -0.00319774 0.0192023 -0.0521096
internal_weight=0 961.862 27.4952 0.918773 934.366 116.017 13.3667
internal_count=24975 12747 3790 77 8957 3483 210
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=8
num_cat=0
split_feature=3 4 3 3 5 11 11
split_gain=51.1219 15.4131 6.53126 8.09347 12.9869 11.2611 11.1684
threshold=104.50000000000001 53.234375000000007 96.500000000000014 100.50000000000001 0.00014144182205200198 0.0008399486541748048 0.0012383460998535158
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.0038167796754947393 0.089345890671032865 0.093853893106170358 -0.0327025533418814 -0.027369849613707194 -0.64778908761177434 -0.15075188778194359 0.080415980375786414
leaf_weight=772.08169170818292 59.70569716161117 15.196913960855452 118.91817464865744 25.948710069060326 0.52497985959052984 3.4489202525001019 15.269966231659053
leaf_count=6972 12349 4098 738 347 6 134 354
internal_value=0 -0.00604593 -0.00766761 -0.0257843 -0.0386455 -0.216468 0.012561
internal_weight=0 951.389 936.192 164.111 122.892 3.9739 41.2187
internal_count=24998 12649 8551 1579 878 140 701
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=8
num_cat=1
split_feature=5 11 15 7 5 11 9
split_gain=21.5222 6.33518 5.56303 7.6674 5.90626 5.9554 8.65138
threshold=0.00031244754791259771 0.00028228759765625005 0 0.0020265579223632817 2.6524066925048832e-06 0.00045883655548095709 0.00020867586135864261
decision_type=2 2 1 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.079409843166240071 0.06962074995136211 0.063769681678493381 -0.0052405697467166517 0.1170165247519158 0.011869171623769192 -0.35413432009541357 -0.046943725725692824
leaf_weight=11.04204724379815 41.28677638922818 30.039790169568732 901.22190517233685 0.93612339673564093 23.996330995345488 1.4801005157642069 2.4083633150439709
leaf_count=195 11675 2863 8410 61 1607 89 99
internal_value=0 -0.00409783 -0.00323162 0.0242909 -0.00842944 -0.109384 -0.163896
internal_weight=0 971.125 960.083 58.8607 28.8209 4.82459 3.88846
internal_count=24999 13324 13129 4719 1856 249 188
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=8
num_cat=0
split_feature=3 4 4 3 11 6 3
split_gain=43.9159 12.9955 4.15227 10.3171 9.27595 8.77357 7.10181
threshold=105.50000000000001 53.234375000000007 6.0957031250000009 40.500000000000007 0.0015349388122558596 0.015876770019531253 97.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.0089603676798324112 0.090900071481461703 0.092882829224707461 0.076576696803471858 0.041799170044829109 -0.10780072072028551 -0.13326164081658903 -0.025760456335243181
leaf_weight=824.20536018908024 50.160954795544967 13.343726328574119 7.5430956706404704 69.71144302864559 12.238194849574937 2.7074091760441661 20.029765350744128
leaf_count=6022 12022 4212 49 1813 306 45 535
internal_value=0 -0.00510682 -0.00650316 0.0115422 -0.0490245 0.0211501 0.0267201
internal_weight=0 949.779 936.435 112.23 22.4887 10.2505 89.7412
internal_count=25004 12982 8770 2748 400 94 2348
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=8
num_cat=0
split_feature=3 6 7 3 6 7 6
split_gain=40.808 9.91454 5.02234 7.35047 5.62973 13.4107 4.23332
threshold=105.50000000000001 0.061477661132812507 0.015399932861328127 8.5000000000000018 0.018806457519531253 0.016181945800781253 0.018501281738281253
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -5
right_child=-2 -3 4 6 5 -7 -8
leaf_value=-0.15117295019705285 0.092119633790739966 0.1003450346609611 -0.037093213598128887 -0.00019285949905453086 -0.41238955812438932 0.091536148703830644 -0.024478799275623419
leaf_weight=3.3340845808852455 46.059983044397086 8.9788112798705679 74.979996546637267 784.71796279097907 0.57091947575099666 6.9874851896893233 79.000241200439632
leaf_count=20 12036 3266 615 5591 26 505 2927
internal_value=0 -0.00424118 -0.00523013 -0.00298629 -0.0288012 0.0534539 -0.00241419
internal_weight=0 958.57 949.591 867.052 82.5384 7.5584 863.718
internal_count=24986 12950 9684 8538 1146 531 8518
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=8
num_cat=0
split_feature=4 0 12 4 4 8 12
split_gain=23.1099 9.70381 8.13823 5.12147 7.86786 10.1738 9.77439
threshold=13.085937500000002 2.5000000000000004 11.500000000000002 4.8730468750000009 0.98120117187500011 0.29479980468750006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.00074402376653466865 -0.018893151870269187 0.076162602081153996 0.06502827593231672 0.014456200604121101 -0.018450599617223909 -0.092129558373244824 0.078036806383437976
leaf_weight=375.37969874916598 13.482339110341853 52.786426305770874 16.624403413385153 111.92944816080853 393.45205996348523 11.299607247812672 17.106327524175867
leaf_count=1758 1567 12676 2931 1888 3147 76 902
internal_value=0 0.0568235 -0.00430667 -0.00557451 -0.00838676 0.00141952 0.00411288
internal_weight=0 66.2688 925.792 909.167 797.238 403.786 392.486
internal_count=24945 14243 10702 7771 5883 2736 2660
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=1
split_feature=6 15 8 2 5 8 0
split_gain=19.8399 6.3315 6.93995 5.4747 7.98978 6.88867 13.8346
threshold=0.041702270507812507 0 0.096099853515625014 3497.5000000000005 0.00014144182205200198 0.12664794921875003 3.5000000000000004
decision_type=2 1 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -6
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.075176883433899805 0.085754761205902738 -0.012034363137500077 0.0036299028884196425 0.0014713249845378943 -0.23324110854219571 0.0050513779369879717 0.10610555344753048
leaf_weight=23.558916987385601 26.938141713035293 245.79037536657415 31.934180261800066 649.34687373670749 5.4779287355486286 4.0428328048437834 1.5385846481658516
leaf_count=2668 10895 1891 2162 6708 184 415 92
internal_value=0 -0.00125771 0.0288126 -0.00337981 -0.0157757 -0.0989211 -0.158827
internal_weight=0 961.69 55.4931 906.197 256.85 11.0593 7.01651
internal_count=25015 14120 4830 9290 2582 691 276
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=8
num_cat=0
split_feature=6 12 11 9 2 11 1
split_gain=15.9416 6.17084 4.54321 9.7344 7.02546 8.72917 8.71027
threshold=0.041702270507812507 11.500000000000002 0.00052380561828613292 0.00017875432968139651 8560.0000000000018 0.00087475776672363292 41232.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7
right_child=-2 -3 4 -5 5 6 -8
leaf_value=-0.0069949954577034224 0.080175679236663966 0.061697585457882759 -0.0036165319509491411 -0.073720282398054601 -0.00099185921683390813 0.010833995048530359 0.087629979369357736
leaf_weight=137.49493850069121 24.551877780701034 15.238060487434266 643.76876080001239 25.997772593051195 75.747009607031941 28.753172936732881 30.36755790899042
leaf_count=897 10856 2930 8511 161 500 297 767
internal_value=0 -0.00142984 -0.00245089 -0.0176055 0.000731161 0.0214841 0.0502809
internal_weight=0 957.367 942.129 163.493 778.637 134.868 59.1207
internal_count=24919 14063 11133 1058 10075 1564 1064
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=8
num_cat=0
split_feature=4 1 6 4 1 9 8
split_gain=14.6747 4.84669 4.45688 4.29668 13.8627 7.36363 6.12444
threshold=31.867187500000004 6778.5000000000009 0.0075359344482421884 6.0957031250000009 45401.500000000007 0.00069165229797363292 0.45568847656250006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -7
right_child=-2 3 -4 4 5 6 -8
leaf_value=-0.13785772677406311 0.073563785252122829 -0.004298238839747069 0.015810465221323889 -0.010172984505655293 0.069501143033887644 0.10184710720431088 -0.42920908294865279
leaf_weight=5.0012965751811844 26.034276192658581 846.94492280646227 3.0310664512217045 70.706817329279147 39.800191196613014 0.35968417045660217 0.54720280319452286
leaf_count=32 11687 9085 21 1713 2395 46 6
internal_value=0 -0.00251806 -0.0798713 -0.0018697 0.0165915 0.0630802 -0.218623
internal_weight=0 966.391 8.03236 958.359 111.414 40.7071 0.906887
internal_count=24985 13298 53 13245 4160 2447 52
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
num_cat=0
split_feature=3 1 5 9 9 8 12
split_gain=27.0574 4.6674 4.60337 3.68256 4.4854 7.53456 5.21499
threshold=105.50000000000001 6778.5000000000009 0.0012936592102050783 6.213784217834474e-05 9.8675489425659193e-05 0.096099853515625014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.021857312220562995 -0.3918487929550743 0.089914424738554932 0.10017071851100996 -0.010744751410719205 0.0013708811011617144 -0.061898310107503941 0.091120661995541669
leaf_weight=69.437360205454752 0.20184818049892683 36.855660336674191 4.581607431638985 127.55594027414918 708.67554509837646 30.430241252761334 5.2315092361532143
leaf_count=556 9 12029 2692 525 8508 304 374
internal_value=0 0.0872864 0.000180549 -0.000306152 -0.00207126 -0.0170167 -0.00673123
internal_weight=0 37.0575 945.912 941.331 871.893 163.218 132.787
internal_count=24997 12038 12959 10267 9711 1203 899
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=3 6 2 6 7 11 11
split_gain=26.123 6.73783 5.03288 6.54641 5.77127 5.06467 4.32507
threshold=111.50000000000001 0.061477661132812507 2093.5000000000005 0.0053386688232421884 0.0040912628173828134 0.00059628486633300792 0.0019021034240722658
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.1363260804895968 0.093754111866297896 0.10020398282616105 -0.0025603326115379989 -0.022247021471829956 -0.11833446095614059 0.09029232228321192 -0.15448588663664406
leaf_weight=6.2723674271255758 28.691107485676184 6.2738578286953262 925.43894977052696 8.1199414674192685 1.4415948492242012 6.0281904872972518 3.5564121730858451
leaf_count=39 10432 3782 10493 108 11 100 42
internal_value=0 -0.00308453 -0.00376608 -0.0476642 -0.0186159 0.050025 -0.0625286
internal_weight=0 957.131 950.857 25.4185 19.1461 7.46979 11.6764
internal_count=25007 14575 10793 300 261 111 150
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=8
num_cat=0
split_feature=6 5 5 9 6 5 11
split_gain=10.6682 4.62218 17.6083 36.7045 5.09805 14.2 4.89912
threshold=0.061477661132812507 0.00079464912414550792 0.00081968307495117198 0.00064682960510253917 0.060623168945312507 0.0011820793151855471 0.0017733573913574221
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00031748587572179445 0.10015588497439719 0.10025115133617145 -0.56158970640186412 -3.0000796429798644 0.099748560388471796 -2.086974992985045 0.035387680919989034
leaf_weight=962.86935503350105 10.754093105904756 0.093497263733296587 0.15063641150481988 0.064157731598243117 0.084589270525611826 0.045371102401986718 1.5338286400074137
leaf_count=16169 7967 31 32 33 48 20 724
internal_value=0 4.21497e-06 -0.15292 -1.16538 -0.0647307 -0.667307 -0.0181045
internal_weight=0 964.841 1.97208 0.157655 1.81443 0.12996 1.68447
internal_count=25024 17057 888 64 824 68 756
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=8
num_cat=0
split_feature=4 12 1 8 8 8 1
split_gain=10.3749 5.05146 3.86409 7.74429 6.75162 19.2435 11.1284
threshold=31.867187500000004 20.500000000000004 24668.000000000004 0.096099853515625014 0.073638916015625014 0.081756591796875014 23991.000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2
right_child=2 -3 -4 -5 5 -7 -8
leaf_value=-0.00075175632832452427 0.020499311994582981 0.086144830670130165 0.089358556020770086 0.10096609165054447 -1.604535866205703 -0.14735187597190511 -1.2348482055569672
leaf_weight=948.49754170165397 1.233153788489292 6.7369338227435938 17.928420503390953 2.4036835168953985 0.11693010479211796 0.39906960632652044 0.074543260037898906
leaf_count=11652 352 1560 10232 1006 46 91 25
internal_value=0 -0.000138868 0.06908 -0.0169213 -0.172292 -0.478464 -0.051378
internal_weight=0 955.234 22.1558 4.22738 1.8237 0.516 1.3077
internal_count=24964 13212 11752 1520 514 137 377
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=8
num_cat=0
split_feature=3 4 9 10 13 3 1
split_gain=22.6757 7.35795 4.0083 5.60973 4.6841 4.05177 12.7035
threshold=111.50000000000001 53.234375000000007 5.1468610763549811e-05 2.5000000000000004 6.2763442459106233 91.500000000000014 16143.500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.12397843263538599 0.092737814664442711 0.08891113575350007 -0.0022956600373329537 0.097544947581981303 0.014791859347987628 0.069205110107868423 -0.024110963764060911
leaf_weight=4.4880901440046719 25.145976160361897 8.5427230000495893 669.16691117861774 5.2398770750733084 31.528160307439975 15.661323947482741 212.90831035317387
leaf_count=67 10467 4818 5839 398 256 223 2889
internal_value=0 -0.00347444 -0.00431498 -0.00561984 0.0283992 -0.00622203 -0.0177169
internal_weight=0 947.535 938.993 902.976 36.0163 897.737 228.57
internal_count=24957 14490 9672 9349 323 8951 3112
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=4 12 2 9 2 11 4
split_gain=8.32512 4.85868 4.44234 6.46575 7.59474 3.86519 7.80356
threshold=31.867187500000004 19.500000000000004 2062.5000000000005 0.00017434358596801761 2029.5000000000002 0.00045883655548095709 0.93676757812500011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4
right_child=-2 -3 5 4 -6 -7 -8
leaf_value=0.03397389175162132 0.065242909478727573 0.085571199283912547 0.0034275288871481804 -0.020124161237426837 -0.18575117410693542 0.0022410940168171613 -0.051919643814040142
leaf_weight=5.7885280207265195 19.708465975651052 6.5258446644293135 66.051016839686781 6.020130656892432 5.1256938092410564 823.9023765954189 41.466606213478372
leaf_count=66 11741 1711 577 73 64 10390 356
internal_value=0 -0.000417127 -0.00100887 -0.0517669 -0.096296 -8.60026e-05 -0.0179184
internal_weight=0 954.88 948.354 16.9344 11.1458 931.42 107.518
internal_count=24978 13237 11526 203 137 11323 933
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=8
num_cat=0
split_feature=3 6 6 5 8 3 8
split_gain=19.2372 4.83988 4.37756 3.98656 3.98237 6.33795 14.4315
threshold=111.50000000000001 0.00062751770019531261 0.061477661132812507 2.6822090148925787e-07 0.016166687011718753 121.50000000000001 0.0083732604980468767
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2
right_child=4 2 -4 -5 -6 -7 -8
leaf_value=-0.05045401778368544 0.10284255761161039 0.065680200635403627 0.10017507549266813 -0.0016864496386035724 0.10061378912101451 0.10071809211873409 -1.1469306120761043
leaf_weight=19.866581126581877 0.21820900985040026 8.8691601944155973 4.2926490356912828 914.51449982379563 21.619342459889594 0.5757814355310984 0.1598099650000222
leaf_count=113 24 60 3787 10552 10195 176 39
internal_value=0 -0.00161686 -0.000570963 -0.00103936 0.091791 -0.108147 -0.426086
internal_weight=0 947.543 927.676 923.384 22.5731 0.9538 0.378019
internal_count=24946 14512 14399 10612 10434 239 63
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=8
num_cat=0
split_feature=3 12 3 12 9 2 11
split_gain=18.499 4.75661 4.29655 4.31967 44.588 5.70305 4.41611
threshold=111.50000000000001 20.500000000000004 8.5000000000000018 17.500000000000004 0.00034153461456298834 10053.500000000002 0.00028228759765625005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.10116531032001648 0.091179553144927664 0.10101304035358012 -0.070085368636447071 0.10107276361651746 -1.7318112730558886 -0.54766169514150265 -0.0027157559143500261
leaf_weight=4.5432523554190984 21.014524056401569 4.3198137318249783 9.8326941418927145 1.1198818094562728 0.16308861656580109 0.15379676874727 928.31745731423143
leaf_count=28 10516 672 85 148 13 19 13493
internal_value=0 -0.00367734 -0.00415639 -0.00368727 -0.176926 0.0226012 -0.00342188
internal_weight=0 948.45 944.13 939.587 1.43677 1.27368 938.15
internal_count=24974 14458 13786 13758 180 167 13578
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=8
num_cat=0
split_feature=6 2 5 6 11 9 5
split_gain=7.83538 3.84591 14.1322 12.4927 6.55932 6.24281 8.1671
threshold=0.041702270507812507 2670.5000000000005 0.0001470446586608887 0.027076721191406253 0.0053424835205078134 0.00031721591949462896 2.6732683181762699e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 -7
right_child=-2 5 3 -5 -6 6 -8
leaf_value=-0.012327559648909577 0.073399978844099947 -0.0012881809470273427 -0.34691720304887369 -0.03588038951807087 0.15021199715107322 0.00079734331580562194 0.055291538805990526
leaf_weight=138.08855373651022 14.5857207388035 694.52803713135654 2.3653721270384258 2.8436172129004262 2.5278888134052968 64.259024871047586 48.079762372712139
leaf_count=1801 10819 8074 57 300 22 770 3085
internal_value=0 -0.000451667 -0.0153971 -0.177136 -0.00940514 0.00224942 0.0241204
internal_weight=0 952.692 145.825 5.20899 140.616 806.867 112.339
internal_count=24928 14109 2180 357 1823 11929 3855
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=8
num_cat=0
split_feature=3 2 3 11 5 8 1
split_gain=15.4665 5.66953 6.2608 8.20667 7.77048 18.1829 7.90659
threshold=111.50000000000001 7254.5000000000009 100.50000000000001 0.0012097358703613283 0.00014144182205200198 0.055068969726562507 16143.500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.007467209247792754 0.08983181537770335 0.0091198835921560955 -0.0144550805111597 0.084224569280738085 -0.015073592759596419 -0.0072896833097434626 -0.23161181979994439
leaf_weight=591.71477105584927 18.492705658834893 290.3444141446962 17.058041305630468 16.657075943192467 2.2409917415352556 20.058432958496269 6.8126884423545562
leaf_count=4657 10364 3583 690 1606 96 3484 355
internal_value=0 -0.00251053 -0.0076696 0.0342982 -0.00994877 -0.0603865 -0.178017
internal_weight=0 944.886 654.542 33.7151 620.827 29.1121 9.05368
internal_count=24835 14471 10888 2296 8592 3935 451
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=8
num_cat=0
split_feature=6 11 2 1 11 11 4
split_gain=6.45417 3.94177 3.80994 5.84614 4.77732 4.15796 3.53159
threshold=0.041702270507812507 0.00028228759765625005 2093.5000000000005 10840.500000000002 0.0096244812011718767 0.00063824653625488292 0.22174072265625003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7
right_child=-2 2 4 5 -6 6 -8
leaf_value=-0.056574687607643073 0.070590198206219992 -0.17012270158102186 0.002465174173741696 -0.13148752082435175 -0.16662258840596614 0.17774686571261575 -0.013622045419866807
leaf_weight=12.018411054159513 13.256274769082664 2.8906568890670341 915.96498042112216 2.9364723052131039 1.6736282401252527 1.0110747194848979 20.705945815599989
leaf_count=196 10849 21 13519 28 21 12 313
internal_value=0 0.000333102 0.00105674 -0.0355887 0.00215671 -0.0198119 -0.0047095
internal_weight=0 957.201 945.183 27.5441 917.639 24.6535 21.717
internal_count=24959 14110 13914 374 13540 353 325
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=8
num_cat=0
split_feature=6 11 5 1 9 8 11
split_gain=5.63078 3.75098 3.34146 4.7039 4.53265 10.3083 4.06629
threshold=0.041702270507812507 0.0096244812011718767 0.00049805641174316417 6778.5000000000009 0.00072598457336425792 0.048904418945312507 0.0055484771728515634
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.0011852937316864081 0.068504199475683397 -0.14397564310022895 -0.75992509990780099 0.014378428804913058 -1.6024986819705462 0.10140718562340303 -0.58203262247368337
leaf_weight=952.10567628120771 12.39590291737113 1.7890489528654132 0.11459119524806638 1.0598205770947968 0.058376207249238976 0.21596623078221455 0.14537646376993507
leaf_count=13866 10869 22 4 156 18 60 22
internal_value=0 0.000671654 0.000943058 -0.143699 -0.0957944 -0.373772 -0.173851
internal_weight=0 955.489 953.7 1.59413 1.47954 0.419719 0.361343
internal_count=25017 14148 14126 260 256 100 82
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=8
num_cat=0
split_feature=6 1 1 6 2 11 2
split_gain=7.563 4.13924 8.6765 8.13844 8.1873 9.4532 13.882
threshold=0.034561157226562507 41029.000000000007 37931.000000000007 0.024635314941406253 2217.5000000000005 0.0011849403381347658 9807.0000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.0011595212545729451 0.064467708258417147 0.0065420275279587138 -0.040043332681521583 -0.35287563527752008 -0.28519751139939159 0.016608324030357533 -0.77765251191607865
leaf_weight=388.86266636918299 18.599430958682206 485.14364745421335 66.693987902428489 1.0717165044043202 1.5190995719749461 6.6611846568994224 0.2272076355293392
leaf_count=3249 12089 8328 691 37 34 610 30
internal_value=0 8.00456e-05 -0.00666134 -0.00107218 -0.0926196 -0.0594301 -0.00962847
internal_weight=0 950.18 465.036 398.342 9.47921 8.40749 6.88839
internal_count=25068 12979 4651 3960 711 674 640
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=0
split_feature=6 12 13 9 9 13 13
split_gain=5.35589 3.51498 8.6357 7.77861 16.3408 4.23837 9.05721
threshold=0.052108764648437507 6.5000000000000009 44.644729942154918 0.00025928020477294927 0.00026619434356689459 6.4919045394915456 6.1517673491456888
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.00016578700966582587 0.08665824981277713 0.082005041805659762 -0.86846955018208449 -1.0082189536351847 -0.045944481255300776 0.10192097564711762 -0.68216437751373693
leaf_weight=939.19902192696463 7.3007538368692613 14.607561663957318 0.10280238743871351 0.17996089544612859 1.902165851613973 1.4151007373002356 0.25324146589264263
leaf_count=11859 9261 3336 10 29 211 217 13
internal_value=0 0.000683598 0.0438956 0.049022 -0.0794367 -0.0325255 -0.120799
internal_weight=0 957.66 18.4608 18.358 3.75047 3.57051 2.15541
internal_count=24936 15675 3816 3806 470 441 224
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=8
num_cat=0
split_feature=6 2 6 5 13 13 2
split_gain=4.75148 4.0417 7.65957 6.98842 10.1984 11.4938 15.2403
threshold=0.061477661132812507 7959.0000000000009 0.014453887939453127 0.00079464912414550792 18.091470276451187 9.6134925164896732 4490.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.0054867527712876016 0.10007757052096618 0.0030987486470789635 0.061977022406907945 0.10115306121696713 0.10164497062409279 -0.95861620819436377 0.10043524290941375
leaf_weight=699.56343800842296 4.5778579695033832 230.02745608775876 24.442519695527153 0.29159950881148577 0.6111474102945067 0.46953463842510246 0.19105958499130793
leaf_count=12759 7936 2075 1514 139 259 124 134
internal_value=0 -0.00204077 0.00875426 -0.00595878 -0.217127 -0.42169 -0.652419
internal_weight=0 955.597 254.47 701.127 1.56334 0.952194 0.660594
internal_count=24940 17004 3589 13415 656 397 258
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=8
num_cat=0
split_feature=9 1 9 7 7 0 5
split_gain=3.85531 6.05726 5.69024 8.65255 5.42309 4.56942 6.07567
threshold=5.1468610763549811e-05 122287.50000000001 0.00010356307029724122 0.0007998943328857423 0.00065398216247558605 4.5000000000000009 4.2617321014404305e-06
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7
right_child=2 -3 -4 5 -6 6 -8
leaf_value=0.020962925583966809 -0.0034784419093430853 0.1675456659640025 0.0044656656896238075 -0.02169734138117534 0.070322934733312345 -0.18090103027636023 -0.051245281986530916
leaf_weight=31.480171416478697 119.10078738024458 3.0960605142172417 706.83173777358024 61.218263110960834 10.864703830447977 4.1921106695663211 26.209218266245443
leaf_count=409 1200 66 22114 555 127 66 464
internal_value=0 0.0340901 8.23098e-05 -0.0139001 0.00269126 -0.0374354 -0.0691259
internal_weight=0 34.5762 928.417 221.585 129.965 91.6196 30.4013
internal_count=25001 475 24526 2412 1327 1085 530
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=0
split_feature=7 7 6 0 7 8 13
split_gain=4.34229 4.28479 8.03925 5.13861 4.24827 4.26071 5.55718
threshold=0.014728546142578127 0.0085334777832031267 0.015663146972656253 20.500000000000004 0.0082664489746093767 0.25109863281250006 12.713196675772132
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0014630290987213625 -0.019886429304574051 0.0097583345346618205 0.10037233942595632 -0.44664152386366474 -0.24648481364102248 0.16335168480279447 -0.015297736257153922
leaf_weight=791.29263297648868 91.588745558721712 57.501473241427448 14.062279246165414 0.17350040376186449 2.0399998759385189 0.5674871275841723 2.1203509839251637
leaf_count=18286 3279 713 2464 1 102 28 81
internal_value=0 0.00300781 0.0264153 0.093694 0.000898317 -0.0936088 -0.128671
internal_weight=0 867.758 71.7373 14.2358 796.02 4.72784 4.16035
internal_count=24954 21675 3178 2465 18497 211 183
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=8
num_cat=0
split_feature=6 7 9 0 6 9 8
split_gain=4.0128 3.34595 13.3187 4.78887 4.7966 6.64902 3.77091
threshold=0.061477661132812507 0.014728546142578127 0.00019437074661254886 12.500000000000002 0.015876770019531253 0.0002061724662780762 0.29162597656250006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.0026846895182138959 0.10006980704220898 -0.22411712171602086 -0.023742020163061095 0.11615170680753349 -0.67838237583108973 -0.014403631825800858 0.10102618391088705
leaf_weight=869.10148544053663 4.0849602428497738 3.0109862510580561 75.802606740850024 2.896810596692375 0.12537522614002128 4.8660500550467969 6.7635807259648573
leaf_count=14813 7961 20 828 35 1 580 771
internal_value=0 0.000751225 -0.0172273 -0.0103395 -0.014525 0.0449101 0.0527289
internal_weight=0 962.567 93.4654 90.4544 87.5576 11.755 11.6296
internal_count=25009 17048 2235 2215 2180 1352 1351
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=3 3 3 4 11 3 4
split_gain=13.4599 4.61484 9.97905 6.44158 6.41472 11.6524 9.81579
threshold=111.50000000000001 98.500000000000014 100.50000000000001 3.2294921875000004 0.00044929981231689459 102.50000000000001 0.98120117187500011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=0.0020400816040505613 0.094004637434365365 -0.025797884092056734 0.012754696684678782 -0.096101885336578652 0.027757633918344078 0.10642176938518505 -0.51668009778948054
leaf_weight=816.229555958329 15.265606377011862 55.692795116454363 2.743418199941515 17.014038767607417 43.671038501197472 0.34414527111221083 0.95106150023639202
leaf_count=10940 10500 316 22 307 2763 61 54
internal_value=0 -0.000655962 -0.0189308 -0.0422501 0.0166065 -0.103965 -0.351131
internal_weight=0 936.646 120.416 72.7068 47.7097 4.03862 1.29521
internal_count=24963 14463 3523 623 2900 137 115
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=8
num_cat=0
split_feature=3 2 11 7 2 7 3
split_gain=11.6463 6.0753 8.46414 5.97487 6.48465 5.94407 5.60728
threshold=105.50000000000001 7333.5000000000009 0.00093436241149902355 0.00016528367996215823 17959.000000000004 0.00020015239715576175 93.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.0067915707872495809 0.07890327361815401 0.046553932550865734 0.054821669376787223 -0.11354948512046717 -0.069921300075601128 -0.0044940874248908412 -0.018656848787104895
leaf_weight=660.27047645970015 18.347226681391476 40.58287530625239 56.110099369951058 5.1560337836854151 5.4176937555894247 162.63037956296466 12.744209836411754
leaf_count=9686 12005 275 1507 32 29 999 403
internal_value=0 -0.0015398 0.0107287 0.000907796 0.0328356 -0.0078456 0.0412215
internal_weight=0 942.912 282.641 213.787 46.0006 167.786 68.8543
internal_count=24936 12931 3245 1335 304 1031 1910
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=3 11 13 8 13 7 5
split_gain=10.1456 4.62035 27.3598 3.44809 5.59333 10.2785 3.424
threshold=105.50000000000001 0.00032746791839599615 2.5519380160470644 0.016166687011718753 34.921114264303398 4.0501356124877936e-05 1.4901161193847659e-07
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.041781291951074266 -3.1387920256877 0.10074554085918766 0.099993185234372076 0.094168445451447147 0.10115647522670793 -0.89617539955541459 -0.00024695500896701624
leaf_weight=20.286163085605949 0.030502316425557008 0.58928015618585294 0.16821397189050913 15.714466427016303 0.21457163209561259 0.19884122669463977 918.37745898749563
leaf_count=122 6 227 126 11621 35 14 12840
internal_value=0 0.0769941 -0.401926 0.0826959 -0.0970694 -0.378888 -0.00114461
internal_weight=0 16.9159 0.198716 16.7172 1.00269 0.413413 938.664
internal_count=24991 12029 132 11897 276 49 12962
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=8
num_cat=0
split_feature=12 0 7 8 1 12 12
split_gain=3.87157 7.01339 3.89769 6.92311 14.4692 5.64528 4.5417
threshold=2.5000000000000004 6.5000000000000009 0.0014452934265136721 0.12448120117187501 127760.00000000001 19.500000000000004 15.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -5
right_child=1 2 3 5 -6 -7 -8
leaf_value=-0.00095178150442071566 0.077212305344741966 0.10078694315053656 -1.2378420541530977 -0.042306474459689374 0.10072775607652387 0.10123181486209359 -0.25613370304639654
leaf_weight=929.88754117203644 16.601210617955079 1.8061139889468885 0.1489959405735134 3.8872035350213991 0.17568820921587758 1.9827664866461416 1.3340549893619025
leaf_count=20212 3529 428 23 248 25 411 75
internal_value=0 0.038219 -0.0311271 -0.0627768 -0.514215 -0.0424051 -0.0969551
internal_weight=0 25.936 9.33482 7.52871 0.324684 7.20403 5.22126
internal_count=24951 4739 1210 782 48 734 323
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=8
num_cat=0
split_feature=3 13 9 11 13 9 11
split_gain=9.85629 3.34843 3.083 2.86238 3.42627 2.22292 2.9638
threshold=109.50000000000001 34.921114264303398 0.00021344423294067386 0.00030875205993652349 37.456268382774219 0.0011487007141113283 0.0027189254760742192
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7
right_child=1 2 -4 5 -6 6 -8
leaf_value=-0.020267276446556001 0.10042065535965655 -0.2477530924949802 0.10068328984973128 -0.001583424748316551 -0.13030884942284612 -0.25394217791921014 0.11298734280580099
leaf_weight=14.958626707084479 11.976954944606403 0.55381132202455663 0.468410128087271 919.03122415405232 3.4893014119006684 0.23858627676963751 2.7972891127865296
leaf_count=170 10718 39 203 11854 32 1 1943
internal_value=0 0.085593 -0.0881063 -0.00208154 -0.0410833 -0.0013012 0.0841224
internal_weight=0 12.9992 1.02222 940.515 18.4479 922.067 3.03588
internal_count=24960 10960 242 14000 202 13798 1944
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=8
num_cat=0
split_feature=3 4 0 5 3 11 7
split_gain=7.70947 4.43608 4.64394 4.39765 6.8766 5.83146 4.38028
threshold=121.50000000000001 6.0957031250000009 3.5000000000000004 3.5554170608520515e-05 58.500000000000007 0.0016942024230957033 0.031631469726562507
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.0025168207253858732 0.100375070776737 0.035777654342996013 0.055632434207163933 -0.014604511771338168 0.076631136533380953 -0.087612272646420408 -0.10650454461319483
leaf_weight=832.72770603001118 7.7209075580176423 9.3709140713326615 34.754776892543305 47.558067213307368 17.21720377902966 6.4773249542340627 1.7498030132264819
leaf_count=7276 8011 65 4137 5097 223 64 95
internal_value=0 4.61833e-05 0.018268 0.00486936 0.0328787 -0.0146535 0.0478595
internal_weight=0 949.856 117.128 80.6235 33.0654 15.8482 36.5046
internal_count=24968 16957 9681 5449 352 129 4232
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=8
num_cat=0
split_feature=4 2 1 11 2 6 6
split_gain=4.47982 8.35191 7.33069 10.487 9.17777 7.09613 5.64301
threshold=13.085937500000002 2117.5000000000005 39386.000000000007 0.0019440650939941408 12418.000000000002 0.025550842285156253 0.0026121139526367192
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 4 6 -2 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.00089371083140854729 -0.27562544828196173 -0.32610044807203109 0.088273298648571627 0.061689618245364869 -0.41942573957502716 0.10187744554017529 -0.024307736421721161
leaf_weight=912.34384762775153 1.5384483940433704 0.68147666729055512 18.937691826315131 11.861038218397878 0.74696259078336869 0.73590591139509332 6.7863918076327536
leaf_count=10655 31 10 9401 4103 20 337 375
internal_value=0 0.0327829 0.0436428 0.00154143 -0.0853023 -0.153479 -0.0518627
internal_weight=0 41.2879 39.0136 20.0759 8.21483 2.27435 7.46787
internal_count=24932 14277 13909 4508 405 368 385
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=8
num_cat=0
split_feature=3 3 1 1 3 11 1
split_gain=7.78778 3.50224 7.56228 6.29785 5.72299 6.65065 6.12762
threshold=107.50000000000001 91.500000000000014 14930.000000000002 6778.5000000000009 83.500000000000014 0.00045883655548095709 17159.000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.032726881015890032 0.078035698454561583 -0.038259295462767691 -0.016451496432658346 0.10761430552840384 -0.047361778132702363 0.038226261462537547 0.0015671203940896155
leaf_weight=57.418737958185375 12.319211408088448 4.3733370155096045 233.12209645357507 9.1541833049559482 10.459106741705908 68.788760942028603 562.66170904037426
leaf_count=616 11504 23 3793 238 103 1293 7467
internal_value=0 -0.001988 -0.0122335 0.0604545 0.00162553 0.0269302 -0.00160847
internal_weight=0 945.978 246.65 13.5275 699.328 79.2479 620.08
internal_count=25037 13533 4054 261 9479 1396 8083
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=3 4 13 4 3 4 12
split_gain=6.02979 3.41567 4.43294 3.36242 3.73051 3.45353 3.41997
threshold=121.50000000000001 0.31555175781250006 4.6568105354126432 0.021697998046875003 96.500000000000014 0.012588500976562502 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=0.11986988932923706 0.10031236589775178 -0.00081591046879351625 0.014538111169081498 0.016035580518203935 -0.10606359023718355 -0.060480447912250483 0.10614161302515178
leaf_weight=3.8861614989000364 6.3041064013668793 758.25020141106506 24.907325583975762 145.06174224219285 4.0111423424095838 8.1423518038354796 4.3378993565565898
leaf_count=78 8001 15516 122 638 42 52 496
internal_value=0 0.0021906 0.0141671 0.0119638 -0.0149979 -0.00394431 0.0186521
internal_weight=0 948.597 190.347 186.46 37.0608 33.0497 149.4
internal_count=24945 16944 1428 1350 216 174 1134
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=8
num_cat=0
split_feature=6 7 13 2 1 1 7
split_gain=2.87771 10.5063 8.41674 5.20148 5.893 7.34967 7.8827
threshold=0.019767761230468753 0.0049457550048828134 1.2086539073894886 7885.5000000000009 110057.50000000001 206246.00000000003 0.0038919448852539067
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
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leaf_weight=884.73767639769358 0.83671091137512021 22.241445768042468 37.525831863924395 5.5961645330971796 6.4322767398407441 0.40058252298331343 0.84901920206903003
leaf_count=9801 66 7470 5565 1549 426 47 89
internal_value=0 -0.0176001 -0.0423481 -0.0371656 -0.0484235 0.0313732 0.0543236
internal_weight=0 73.882 51.6406 50.8039 45.2077 7.68188 7.2813
internal_count=25013 15212 7742 7676 6127 562 515
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=3 12 3 0 11 3 2
split_gain=5.70345 3.14106 5.69664 3.97777 4.95625 6.70434 6.21832
threshold=121.50000000000001 11.500000000000002 28.500000000000004 9.5000000000000018 0.0007598400115966798 79.500000000000014 5138.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.0012157637724717265 0.10027955136425296 -0.54976760989056384 0.10126268322624282 0.058055403627750947 -0.66067079339459811 0.10129420912277275 -0.68177132047706612
leaf_weight=922.24420109202038 5.6370816034905138 0.15313158463686605 7.4049646777857543 1.6720087922294626 0.26018420248874452 0.50081974672502838 0.12677316495683044
leaf_count=15111 8021 14 1465 194 21 97 12
internal_value=0 -0.000607799 0.0548058 0.0641165 -0.0433375 -0.234248 -0.0571786
internal_weight=0 932.362 10.1179 9.96475 2.55979 0.887777 0.627593
internal_count=24935 16914 1803 1789 324 130 109
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=7 11 5 2 1 9 1
split_gain=4.0094 6.65631 8.38598 6.62271 8.56539 9.37934 6.33567
threshold=0.00072693824768066417 0.00082945823669433605 9.7543001174926771e-05 4607.5000000000009 40771.000000000007 0.00026619434356689459 33433.500000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5
right_child=1 3 -4 4 -6 -7 -8
leaf_value=0.0086595843907580367 -0.014669323902559681 -0.0068368773218104991 -0.13966998171025316 -0.0022044276028892469 0.049679605082609532 0.041303529543679531 -0.080016980360240672
leaf_weight=345.25243563381082 242.35654129309114 220.36875674221665 5.4881672950868952 29.68618900643196 59.536645601852797 31.409933326242026 16.159789308265317
leaf_count=5008 2847 8893 154 177 5581 2135 125
internal_value=0 -0.00484596 -0.0174375 0.00389167 0.0211751 -0.00079181 -0.0296323
internal_weight=0 605.006 247.845 357.161 136.793 77.2559 45.846
internal_count=24920 19912 3001 16911 8018 2437 302
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=3 4 4 3 9 7 3
split_gain=4.99509 3.1606 6.60098 5.67329 6.282 5.56396 5.34004
threshold=121.50000000000001 0.98120117187500011 1.3110351562500002 59.500000000000007 0.00039255619049072271 1.5169382095336916e-05 96.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=0.0071314027111284636 0.10025359537294687 -0.20223989396211667 0.0051220922288009096 -0.061308873943271683 0.12314719035255056 0.011605369172146962 -0.02238378265924082
leaf_weight=407.72696845105384 5.0452316000955753 1.2710635978728557 375.28354684376973 44.502488958969479 1.92591445846483 28.268788632936776 86.931309455670998
leaf_count=3426 8028 7 7694 502 24 169 5158
internal_value=0 0.000490304 -0.00454098 -0.0318587 -0.0536564 0.00240135 -5.10937e-05
internal_weight=0 945.91 538.183 75.9683 46.4284 29.5399 462.215
internal_count=25008 16980 13554 702 526 176 12852
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=8
num_cat=0
split_feature=3 8 9 6 4 3 1
split_gain=5.03004 3.85536 3.68896 4.76505 4.87693 4.01301 9.52399
threshold=109.50000000000001 0.016166687011718753 6.213784217834474e-05 0.016761779785156253 1.9062500000000002 96.500000000000014 28530.000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 -7
right_child=1 -3 5 -5 -6 6 -8
leaf_value=0.021409773557076066 -0.125126174724114 0.10030883035809759 0.0012498690364460983 -0.11011299030143624 0.15131201057427787 0.05382654235086768 -0.025384453870898223
leaf_weight=63.340822383877821 0.84308998675260038 7.5447844194350182 711.52093511933344 2.6214580987580112 3.0279451154638073 17.078191315449658 136.4845592436177
leaf_count=508 254 10716 9986 29 33 544 2879
internal_value=0 0.0776447 -0.00013955 0.0221138 0.0273372 -0.00191426 -0.016575
internal_weight=0 8.38787 934.074 68.9902 66.3688 865.084 153.563
internal_count=24949 10970 13979 570 541 13409 3423
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=8
num_cat=0
split_feature=3 5 4 7 7 9 4
split_gain=4.19505 3.29213 3.18385 4.38941 6.17865 3.8743 3.41331
threshold=121.50000000000001 1.0000000180025095e-35 0.12719726562500003 0.0086936950683593767 0.0014777183532714846 0.00021094083786010745 0.021697998046875003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.05970718321979121 0.10021984134371693 0.036393392784649439 -0.00058507759499656952 0.096666577553044974 -0.032098073340846703 0.041417189841219643 -0.10043586888935128
leaf_weight=8.9003894277848286 4.2648708218475795 59.744230401527602 835.48810676464927 6.7034707631974007 22.85590738573228 2.8775691289338274 4.1310578536940739
leaf_count=51 7980 411 16239 44 154 20 30
internal_value=0 0.00082139 0.00139958 0.018616 0.0127768 0.0281419 -0.0421947
internal_weight=0 940.701 931.8 96.3122 89.6088 66.7529 7.00863
internal_count=24929 16949 16898 659 615 461 50
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=8
num_cat=0
split_feature=3 3 13 8 9 11 1
split_gain=4.22826 6.48139 9.19915 6.70568 5.44349 5.27603 14.6553
threshold=100.50000000000001 99.500000000000014 4.3812160103677487 0.053512573242187507 0.00032150745391845709 0.0012097358703613283 41898.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2
right_child=5 2 3 4 -6 -7 -8
leaf_value=-0.00056530682446806772 -0.1096833327589017 0.14062951964296252 -0.013276489460409546 -0.13126668197358721 -0.003950984051675873 0.06374206512302813 0.041699091869450956
leaf_weight=848.94124350236962 8.7896489384293073 2.5690884066571007 18.66637209354667 13.286868284922095 4.4942339519329826 22.260532605265325 23.470677723184053
leaf_count=11265 326 36 113 83 99 10037 3071
internal_value=0 -0.00239689 -0.0422489 -0.0551409 -0.0990882 0.0262936 0.000452527
internal_weight=0 887.958 39.0166 36.4475 17.7811 54.5209 32.2603
internal_count=25030 11596 331 295 182 13434 3397
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=8
num_cat=0
split_feature=4 1 1 1 12 12 4
split_gain=3.55176 8.31805 4.14522 4.36122 8.92838 8.09619 7.8308
threshold=2.6162109375000004 83991.500000000015 79694.000000000015 45401.500000000007 1.0000000180025095e-35 3.5000000000000004 2.8486328125000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0040974483490993493 -0.0027509119008474912 0.05815839518071815 -0.092671122752968127 0.039010538074401038 0.12083296532191135 0.10120377889031436 -0.29813805750458328
leaf_weight=674.07878445358074 180.40845297245687 31.027031505524064 4.4291484743880565 54.895031736770761 0.56136263196822245 1.1826621217842328 2.1689489083873923
leaf_count=7120 7446 2887 493 6463 10 427 198
internal_value=0 0.00939325 0.00318316 0.00495809 0.0286073 -0.117328 -0.21199
internal_weight=0 274.673 243.646 239.216 58.808 3.91297 2.73031
internal_count=25044 17924 15037 14544 7098 635 208
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=8
num_cat=0
split_feature=4 11 8 4 4 3 2
split_gain=4.23187 7.9136 6.51113 8.809 9.9746 4.85639 5.78917
threshold=0.98120117187500011 0.0005137920379638673 0.19134521484375003 0.12719726562500003 0.81127929687500011 73.500000000000014 2457.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 5 -1 -4 -5 -2 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.011112560263484136 -0.010374031606862961 -0.0023736623364610391 0.090898394104189845 -0.077141764773311972 0.064820232614916873 0.13515420273075771 -0.077974259228186474
leaf_weight=364.07269908179296 26.575036116410047 480.19373147256556 5.0329107471043235 26.991613973048516 6.060382840310921 1.3318592135910901 29.41822224650241
leaf_count=3688 173 20047 32 348 90 26 522
internal_value=0 -0.00656601 0.00699714 -0.0323439 -0.0511112 -0.0416836 -0.0687415
internal_weight=0 537.519 402.158 38.0849 33.052 57.3251 30.7501
internal_count=24926 20768 4158 470 438 721 548
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=0
split_feature=4 1 5 1 6 1 2
split_gain=3.90833 3.01332 3.63331 5.67431 8.79723 2.80755 8.35434
threshold=31.867187500000004 24668.000000000004 0.0005290508270263673 24350.500000000004 0.044204711914062507 12200.000000000002 2163.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.097025068919051868 0.10153146528157289 0.10053461461242613 -0.065365376143963635 -1.6882314771059617 0.099605883472966214 -0.0025315806724254923 0.044941280963052055
leaf_weight=4.7828544887597664 1.4610527824406729 6.6260732482551248 1.7388129365426719 0.05538693768903602 0.05427535883791279 897.39507709696045 31.073941146838479
leaf_count=43 366 10239 1110 2 43 12849 335
internal_value=0 0.0616155 -0.0163063 -0.109451 -0.805914 -0.0014352 0.0260038
internal_weight=0 9.9356 3.30953 1.84848 0.109662 933.252 35.8568
internal_count=24987 11760 1521 1155 45 13227 378
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=8
num_cat=0
split_feature=3 3 1 2 3 1 5
split_gain=4.72011 7.07234 4.74929 7.11509 7.41251 10.8535 4.47394
threshold=100.50000000000001 99.500000000000014 51299.500000000007 11559.500000000002 102.50000000000001 40285.500000000007 9.2387199401855479e-07
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -2
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.0018841300903578103 0.18386946293326614 -0.042257421129828998 0.069882245065467322 -0.016179577870179606 -0.42563263932567391 0.11213232405595817 0.018052605531958917
leaf_weight=851.64522115410364 1.7450097880791933 37.912233794428175 19.618248474471329 3.7824097939010235 1.2447215498978037 0.53705095506302303 24.03083797852014
leaf_count=11250 104 324 8229 23 36 120 4901
internal_value=0 2.83063e-06 0.031297 0.00714273 -0.0954059 -0.26355 0.0292809
internal_weight=0 889.557 50.9583 31.34 5.56418 1.78177 25.7758
internal_count=24987 11574 13413 5184 179 156 5005
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=3 3 13 7 7 6 5
split_gain=6.51033 4.9263 6.06512 8.42736 4.55608 4.24307 5.64755
threshold=100.50000000000001 99.500000000000014 4.3812160103677487 0.0015521049499511721 0.0022077560424804692 0.0065288543701171884 4.023313522338868e-06
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2
right_child=5 2 3 4 -6 -7 -8
leaf_value=-0.00081052854728861561 0.055440364546651355 0.094203565679045503 -0.010892905015789508 -0.22124145280310406 -0.080589994943183058 0.054191362738719176 -0.063242958198443652
leaf_weight=854.72168779250933 7.5073361440008766 3.221638260583858 22.072809032804798 2.9365079318522467 10.676889459136872 34.581876115647901 8.60426494789135
leaf_count=11294 672 43 136 22 129 12037 606
internal_value=0 -0.00239466 -0.0371942 -0.0490573 -0.110935 0.0344441 -0.00794118
internal_weight=0 893.63 38.9078 35.6862 13.6134 50.6935 16.1116
internal_count=24939 11624 330 287 151 13315 1278
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=8
num_cat=0
split_feature=6 5 13 13 4 4 10
split_gain=2.17027 2.36714 6.83638 7.81201 4.86355 3.0536 1.99959
threshold=0.061477661132812507 0.00079464912414550792 18.091470276451187 17.957085262679673 25.468750000000004 85.281250000000014 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.0022766447099440176 0.10006461791121068 -0.83537798747534842 0.10392751134922534 -1.2403567635362187 -0.23904229445423844 0.10095617132158 0.059371842280865332
leaf_weight=937.11828638580482 2.0802212859489364 0.10610844938491881 0.95302252948749799 0.0740747665404341 0.82619541302847188 0.38795641985780094 5.2906786413077489
leaf_count=14935 7970 12 456 5 171 237 1237
internal_value=0 -0.00218036 -0.102468 -0.243533 -0.187277 -0.130402 -0.00193052
internal_weight=0 944.756 2.34736 1.39434 1.32026 1.21415 942.409
internal_count=25023 17053 881 425 420 408 16172
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=6 13 6 0 13 13 4
split_gain=4.44492 6.48369 4.92127 5.97554 4.6359 5.41206 6.24697
threshold=0.0043392181396484384 8.4970197179919982 0.0036153793334960942 5.5000000000000009 43.303458281875997 43.960847658686447 2.8486328125000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6
right_child=4 -3 -4 -5 5 -7 -8
leaf_value=0.0011224106839907821 0.0063294969202915179 -0.0052530074204056127 -0.12279535821075614 -0.13414872456659432 0.018916631611832671 -0.021411555315155168 -0.31022398483753733
leaf_weight=14.493592339087632 682.93210521736182 209.67815439494734 8.0670143925963185 4.2150434278446474 0.9632872377987981 27.110035354635329 1.4360438097864969
leaf_count=178 22456 1688 117 57 5 429 47
internal_value=0 -0.0111705 -0.0575089 -0.0293558 0.00465267 -0.0341533 -0.178095
internal_weight=0 236.454 26.7757 18.7086 712.441 29.5094 2.39933
internal_count=24977 2040 352 235 22937 481 52
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=8
num_cat=0
split_feature=3 2 4 1 1 2 9
split_gain=3.29776 2.94912 6.27015 4.89479 6.2016 6.3639 5.35958
threshold=121.50000000000001 3191.5000000000005 9.2500000000000018 13600.000000000002 16692.500000000004 6597.0000000000009 0.00033366680145263677
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.0061980842575317108 0.10020328320653449 0.0098180254525650837 -0.066072448708309264 -0.042245498497330891 0.0018406407353951618 -0.26497064391827424 0.11186891147074357
leaf_weight=222.78513426068821 3.2064398771653932 13.585769440280275 18.980018169895629 13.398735302456769 662.83007641888253 1.4183984650735499 8.2843389657646167
leaf_count=2170 7996 85 2339 240 11745 19 324
internal_value=0 -0.00137757 -0.0108987 0.00191309 0.000410305 -0.0635725 0.048476
internal_weight=0 941.282 241.765 699.517 677.647 14.8171 21.8701
internal_count=24918 16922 4509 12413 12004 259 409
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=3 11 3 9 8 4 8
split_gain=5.06229 2.45539 12.845 10.6656 5.63057 9.07524 5.53836
threshold=111.50000000000001 0.0019230842590332033 58.500000000000007 0.00027334690093994146 0.26672363281250006 0.43115234375000006 0.25109863281250006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 -3
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.001584453172857835 0.10029575537193834 -0.062915333624998418 -0.045797301349612067 0.063379797393312884 -0.3533935598898284 0.011133307175077526 0.04960518604409736
leaf_weight=834.43908173998352 5.0368380414984122 44.334278123205877 17.522558038879652 32.706478656109539 0.83249898068606754 3.7945482767245267 4.8529406875750274
leaf_count=7835 10409 1704 145 3980 8 642 280
internal_value=0 -0.000221706 -0.0147073 0.0185642 0.0487727 -0.0544739 -0.0518134
internal_weight=0 938.482 104.043 54.8561 37.3335 4.62705 49.1872
internal_count=25003 14594 6759 4775 4630 650 1984
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=12 2 2 9 8 7 9
split_gain=3.91335 1.87593 4.49538 4.4459 5.9757 3.68846 3.50574
threshold=20.500000000000004 3191.5000000000005 3240.5000000000005 8.0138444900512709e-05 0.11550903320312501 0.0003780126571655274 0.00017875432968139651
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.10366878011639409 0.10106681623806134 0.089762238403411743 0.0024055170165111998 0.010393017330889827 -0.20927557752231729 -0.061953739007075626 -0.014531537856448435
leaf_weight=1.6585836636222646 3.8868658377286911 5.9406603561255897 696.80774170724908 97.15147605301172 2.3796755480580023 7.0968615057208808 134.63758375689213
leaf_count=41 1586 184 17565 988 27 72 4611
internal_value=0 0.000525409 0.00314404 -0.00704992 -0.0687714 -0.0305756 -0.0040847
internal_weight=0 945.673 702.748 242.924 11.1351 8.75545 231.789
internal_count=25074 23488 17749 5739 140 113 5599
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=8
num_cat=0
split_feature=3 11 3 1 1 6 3
split_gain=3.27007 2.61059 2.47104 10.2012 6.563 5.22046 4.73953
threshold=107.50000000000001 0.0096244812011718767 98.500000000000014 29888.500000000004 47436.500000000007 0.016456604003906253 101.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.002054620044818357 0.071386184348313689 -0.11436824455654918 0.072467371898230826 -0.037937769498965775 0.0012248642114819491 -0.18409501098816033 0.03546798360957093
leaf_weight=818.85377332055941 6.4414029689651207 1.9949786162469525 12.261571464463485 44.53361971618142 50.919198597155628 4.6728568853723109 1.2449058819183845
leaf_count=10720 11463 288 412 390 1416 92 181
internal_value=0 -0.000107514 0.000136977 -0.0136818 -0.0241025 -0.0496647 -0.137906
internal_weight=0 934.481 932.486 113.632 101.371 50.4514 5.91776
internal_count=24962 13499 13211 2491 2079 663 273
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=8
num_cat=0
split_feature=10 13 13 7 8 11 6
split_gain=2.11573 4.86765 2.97947 1.87574 1.76558 2.21968 1.75906
threshold=2.5000000000000004 49.239461418045103 1.3526203062123325 0.056182861328125007 0.42419433593750006 0.0010323524475097658 0.061477661132812507
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00067172854894816407 -0.23343374728977892 -0.43702652995946478 0.11137245675602483 0.030258883927169439 -0.023520617870710983 -0.17923939040613218 0.10006051988233636
leaf_weight=930.2496085799321 0.2666439405111295 0.18208566308021534 4.084179437806597 1.5502043618398591 1.9403632469475272 1.7329126117911071 1.7838213677423471
leaf_count=15737 35 2 1337 27 15 44 7794
internal_value=0 0.0690084 0.090222 0.000527072 -0.0592284 -0.0969945 0.000861993
internal_weight=0 4.53291 4.35082 937.257 5.22348 3.67328 932.033
internal_count=24991 1374 1372 23617 86 59 23531
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
num_cat=0
split_feature=4 0 11 8 0 11 6
split_gain=3.15135 9.075 11.3007 4.57691 6.61646 6.90342 4.39827
threshold=3.8466796875000004 4.5000000000000009 0.00093436241149902355 0.16619873046875003 2.5000000000000004 0.0018115043640136721 0.020942687988281253
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.0025815897446135293 -0.047164893089192819 0.059685840487837351 0.017494743558492929 -0.11773899590598456 0.075826400757078305 0.10853424156291432 -0.036527148275051602
leaf_weight=749.51997131713142 36.088726451780531 32.818387013827305 67.523772534739692 4.0152356451435507 22.955084551551408 2.0295858275421779 19.400860664281936
leaf_count=8077 423 4842 1106 50 4017 304 6110
internal_value=0 0.0119973 0.00170155 0.0169144 0.0513152 -0.0417637 0.00543735
internal_weight=0 184.832 152.013 115.925 28.9999 6.04482 86.9246
internal_count=24929 16852 12010 11587 4371 354 7216
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=3 6 8 2 8 8 13
split_gain=2.36908 2.14952 5.82605 3.94915 4.7663 6.34449 5.51541
threshold=121.50000000000001 0.019447326660156253 0.30334472656250006 7885.5000000000009 0.048904418945312507 0.040542602539062507 17.408911285408418
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.001197912062325788 0.10015044501880788 -0.04777688628227212 0.10709118525948913 0.050600702259926404 -0.0153435778107852 -0.270283041434492 0.10981976682312636
leaf_weight=854.57779120799387 2.3571765618180498 12.147893914610902 3.626308783372223 6.6314026979744076 49.047803719375224 2.4777639974781773 0.45103873102925707
leaf_count=7698 8034 506 776 1594 6122 137 51
internal_value=0 -0.000221245 -0.0165259 -0.022862 -0.0304594 -0.0796328 -0.211739
internal_weight=0 928.96 74.3822 70.7559 64.1245 15.0767 2.9288
internal_count=24918 16884 9186 8410 6816 694 188
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=3 4 7 12 3 9 9
split_gain=2.20062 2.07793 4.11962 1.74585 6.35408 1.70326 1.48345
threshold=121.50000000000001 0.0023479461669921879 0.00021082162857055667 20.500000000000004 32.500000000000007 0.0011487007141113283 4.5210123062133796e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=0.033598002532937786 0.10013276930716626 0.025125160763942764 -0.11193763745947626 -0.56741990931724084 0.1009523533586984 0.081987811403445576 -0.0028939814469175003
leaf_weight=3.2754948139190656 2.1029604475006627 19.299052240734454 4.7872925308765844 0.14860434271395151 3.1503157973420457 2.4028896061208789 903.22168838676589
leaf_count=15 8005 183 27 5 825 2411 13506
internal_value=0 -0.00226883 -0.0528146 -0.00182975 0.0707843 -0.00208878 -0.00230781
internal_weight=0 936.285 8.06279 928.223 3.29892 924.924 922.521
internal_count=24977 16972 42 16930 830 16100 13689
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=8
num_cat=0
split_feature=4 8 13 5 5 4 9
split_gain=3.782 5.29384 4.81444 3.43889 7.44549 3.92807 20.3876
threshold=0.49670410156250006 0.023208618164062503 43.303458281875997 1.3381242752075197e-05 3.2573938369750983e-05 24.414062500000004 0.00036895275115966802
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7
right_child=2 -3 3 4 5 6 -8
leaf_value=0.038046352561907831 -0.0015635144348388941 0.0031886480674238834 -0.0081925584404736584 -0.15471129027277336 -0.0013732244060326332 -0.9072506148578463 0.10461119565371602
leaf_weight=55.595887111987395 653.42673568331156 201.39118929192045 17.220398360106628 6.6161996867158477 9.8219278540200285 0.2918610325141352 0.62480390756536508
leaf_count=508 21816 2012 107 41 112 11 251
internal_value=0 0.0107297 -0.00348778 -0.0398535 -0.0712681 -0.0198537 -0.217786
internal_weight=0 256.987 688.002 34.5752 17.3548 10.7386 0.916665
internal_count=24858 2520 22338 522 415 374 262
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=0
split_feature=11 1 1 12 9 9 10
split_gain=2.90147 3.5374 3.58232 2.40874 3.62205 9.60419 10.1242
threshold=0.00028228759765625005 59077.000000000007 76351.500000000015 6.5000000000000009 0.00018268823623657229 0.00018733739852905276 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6
right_child=3 2 -4 4 5 -7 -8
leaf_value=-0.11025251884984677 -0.0013150701561665565 0.19702037061352526 -0.030888340498908231 0.081104647679307251 -1.0823806229099129 0.0087968843687911899 0.10055091247151685
leaf_weight=5.3671580102673015 914.03450335963134 0.82433422237227194 4.2119408477446996 8.6510966197674843 0.16845111819566128 5.9286442352840822 0.12650587540701963
leaf_count=85 21002 33 76 2642 18 1060 39
internal_value=0 -0.05377 0.00642617 -0.000665451 0.0392517 -0.0189264 -0.575509
internal_weight=0 10.4034 5.03628 928.909 14.8747 6.2236 0.294957
internal_count=24955 194 109 24761 3759 1117 57
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=9 1 8 8 9 9 4
split_gain=3.60818 3.30365 5.41607 5.70713 7.08984 4.87331 4.10228
threshold=0.0009715557098388673 127760.00000000001 0.064056396484375014 0.23089599609375003 0.00025665760040283209 0.00032508373260498052 0.49670410156250006
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 -1
right_child=-2 2 3 5 -6 -7 -8
leaf_value=0.0097830037461639381 0.10964054940014295 0.13569548212338231 -0.00043431289033688198 0.091361766734924452 -0.26978993288771419 -0.043874938751805807 -0.0053448867836620641
leaf_weight=251.26730113815574 3.036066929505977 4.0613044630117647 31.353351225567167 13.002770664625134 1.0082775814280456 3.3511037418465994 625.44281721535299
leaf_count=2439 5176 76 778 367 258 282 15552
internal_value=0 0.000453557 0.0247521 0.015502 -0.00882957 0.0636495 -0.00100919
internal_weight=0 929.487 52.7768 48.7155 32.3616 16.3539 876.71
internal_count=24928 19752 1761 1685 1036 649 17991
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=4 0 3 7 7 3 3
split_gain=2.61549 7.48937 4.14355 4.0256 6.56852 5.44338 6.71784
threshold=3.6962890625000004 3.5000000000000004 21.500000000000004 0.015785217285156253 0.0033578872680664067 99.500000000000014 101.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0026525571439287745 -0.0028787573100438387 -0.1660015885446493 0.04433122940595767 -0.011285291862904043 0.094660226492589858 -0.16966140391478085 0.061464475002657351
leaf_weight=747.30120352958329 130.84016394414721 0.96060809804475766 19.462356786825698 10.953546706456107 22.790125383120539 2.9555275323655215 2.1884824252210819
leaf_count=7968 8726 14 971 946 4190 60 2145
internal_value=0 0.0104832 0.0399597 0.0433515 0.0559784 0.0201507 -0.0713323
internal_weight=0 190.151 59.3106 58.35 47.3965 24.6064 5.14401
internal_count=25020 17052 8326 8312 7366 3176 2205
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=0
split_feature=4 6 8 4 1 1 0
split_gain=2.61519 3.896 16.8057 8.46458 3.73522 4.20472 3.60597
threshold=0.98120117187500011 0.020179748535156253 0.14898681640625003 0.59716796875000011 8010.0000000000009 9889.5000000000018 6.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -6 -1
right_child=4 2 3 -5 5 -7 -8
leaf_value=0.0062018087247578992 -0.073345915379438922 0.04974714179611367 -0.52253281636601645 -0.1212144136195263 0.086711822179527109 -0.0030968867091741245 0.045362521423387842
leaf_weight=370.4585869444636 7.4844127353135255 3.9722733569360562 0.94030188341275822 1.1917489627376197 5.2649351001964524 526.38798804712496 25.10700875249313
leaf_count=3538 101 70 29 28 153 20522 527
internal_value=0 0.00746395 -0.0718139 -0.298269 -0.00319506 -0.00220745 0.00868744
internal_weight=0 401.67 6.10432 2.13205 539.137 531.653 395.566
internal_count=24968 4192 127 57 20776 20675 4065
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=6 7 7 12 2 4 2
split_gain=3.48385 3.11323 10.2251 3.01754 3.04551 3.92821 4.84925
threshold=0.037429809570312507 4.0501356124877936e-05 3.4958124160766608e-05 20.500000000000004 2093.5000000000005 1.2124023437500002 2029.5000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0047692044993980541 0.10183562923096655 0.071561344581366246 -1.3035890563553627 0.10116054011103404 -3.9338226424629373e-05 -0.0069160897649579861 -0.15762273023836243
leaf_weight=3.6800707773072663 0.19141282462442077 8.8420942376487783 0.070570170792052522 2.9005353404791085 900.61124508247303 16.282755924068624 4.7600629384251079
leaf_count=26 68 11532 6 1556 11554 216 56
internal_value=0 0.0614911 -0.278 -0.000670628 -0.000989871 -0.0356154 -0.0909791
internal_weight=0 9.10408 0.261983 928.235 925.334 24.7229 8.44013
internal_count=25014 11606 74 13408 11852 298 82
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=9 11 11 5 9 11 2
split_gain=2.33584 4.14313 2.63359 3.48855 4.03142 4.35369 3.06452
threshold=0.00091147422790527355 0.0015721321105957033 0.0046138763427734384 2.8908252716064457e-06 0.00042688846588134771 0.0061054229736328134 3292.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.0015611332507694073 -0.35629508506475621 0.10912508592956149 0.1676990466637116 -0.011155855701536401 -0.15022239055663678 -0.35338483549595456 0.1070044160640449
leaf_weight=927.24258386789188 0.20254649734124486 3.3356484967662254 0.65834567346610029 4.6627973669819749 1.9836840471707553 0.82990905257975089 0.60389737135665189
leaf_count=18623 2 5726 5 56 157 61 387
internal_value=0 0.0824468 0.00104617 -0.0535933 -0.0716305 -0.15413 -0.0901817
internal_weight=0 3.53819 935.981 8.73863 8.08029 3.41749 2.58758
internal_count=25017 5728 19289 666 661 605 544
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=9 2 13 12 9 7 7
split_gain=2.11739 4.48698 3.8124 4.26974 3.44233 3.42315 3.25213
threshold=0.00010356307029724122 2238.5000000000005 36.507612345530596 1.5000000000000002 6.4224004745483412e-05 0.0035314559936523442 0.0060787200927734384
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -5
right_child=-2 2 5 6 -6 -7 -8
leaf_value=-0.10554503347097277 0.0038782410716589467 0.0074667178534983877 0.030906855155126745 0.086816647449669618 -0.021680766047220232 -0.067555915208015307 -0.14080118566135449
leaf_weight=4.5213661585439686 679.90318206915435 56.571888759732246 39.182938555226428 6.5192857532601911 142.78016627466423 3.8801908344030371 0.69423706497764204
leaf_count=92 22091 236 214 1721 638 16 8
internal_value=0 -0.00682012 -0.00503181 -0.0106744 -0.0134093 0.0220343 0.0649039
internal_weight=0 254.15 249.629 206.566 199.352 43.0631 7.21352
internal_count=25016 2925 2833 2603 874 230 1729
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=6 9 5 9 5 1 3
split_gain=2.51467 5.03188 5.06736 4.66655 6.30435 7.77031 6.91939
threshold=0.0059795379638671884 5.1468610763549811e-05 2.7507543563842777e-05 0.00012055039405822755 1.5109777450561525e-05 63769.000000000007 101.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -6
right_child=1 3 -4 -5 6 -7 -8
leaf_value=-0.0059392325624544806 0.11696285081300095 0.067324459471846856 -0.032278772476410748 0.0094407614264338906 -0.018272819962540439 -0.015653455902952317 -0.18181379318603191
leaf_weight=345.46751211915398 7.6004614274643227 20.512475061783334 3.2467694757069694 402.61518058136971 124.24612839659676 25.086867367470404 2.641777740805991
leaf_count=3190 140 267 34 19597 876 432 479
internal_value=0 0.00481746 0.0722922 0.00354474 -0.0102176 0.0216736 -0.0216783
internal_weight=0 585.95 10.8472 575.102 172.487 45.5993 126.888
internal_count=25015 21825 174 21651 2054 699 1355
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=8
num_cat=0
split_feature=2 2 11 7 11 7 4
split_gain=3.41656 5.63787 4.19404 5.89278 5.85908 5.46138 4.70468
threshold=4512.5000000000009 4955.5000000000009 0.00087475776672363292 0.00084519386291503917 0.00090575218200683605 0.0057849884033203134 2.5273437500000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 -5
right_child=1 2 4 6 5 -7 -8
leaf_value=-0.0066074649836991703 0.039522505914044014 0.009505871175760211 0.085361844061276906 -0.0090203590671348449 -0.00076742984690676566 0.041854458132360189 -0.051020113042297213
leaf_weight=413.68877700373196 44.681129151880668 152.44024807975075 11.076120204234028 123.9896197051421 117.62864410266047 40.384309038279753 33.98006025095674
leaf_count=11765 1842 1626 111 1234 4694 3233 441
internal_value=0 0.00554847 0.00238264 -0.00451995 0.0150543 0.0101257 -0.0180548
internal_weight=0 524.18 479.499 310.41 169.089 158.013 157.97
internal_count=24946 13181 11339 3301 8038 7927 1675
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=8
num_cat=0
split_feature=1 3 1 1 3 1 4
split_gain=2.62248 7.07774 4.61021 4.20189 4.0698 5.48673 4.99837
threshold=14246.500000000002 40.500000000000007 6778.5000000000009 8010.0000000000009 64.500000000000014 17159.000000000004 0.0023479461669921879
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -2 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.10916127680423829 -0.046392238311651762 -0.0026371136473357635 0.10377602712305829 0.0050712414912796868 -0.12204048896300873 0.0077532855310957997 -0.0079070769540082672
leaf_weight=3.6040743008197742 19.737420324177947 5.997413721925116 12.675669778906011 30.196055128297303 3.8668963530217288 361.13507901256526 492.14244419067836
leaf_count=36 217 46 569 271 29 4393 19379
internal_value=0 0.0201876 0.0695987 -0.00711016 -0.00282714 0.00494732 -0.00879696
internal_weight=0 52.4732 18.6731 33.8001 876.882 380.872 496.009
internal_count=24940 922 615 307 24018 4610 19408
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=8
num_cat=0
split_feature=7 4 2 6 3 4 11
split_gain=3.13684 2.31745 2.1575 6.55773 3.1301 5.8201 9.50134
threshold=1.0000000180025095e-35 85.281250000000014 8560.0000000000018 0.011280059814453127 73.500000000000014 0.72265625000000011 0.0007064342498779298
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.16313791438534053 -0.002169473033570605 0.10178401967263694 0.01569817569926759 0.049135085875727243 -0.010421876697985983 -0.038122647996322645 0.087958264705689446
leaf_weight=1.1686592490877945 710.61817899577909 2.2653949442519652 87.115459459484555 34.574478197631834 46.757817309546226 42.95701338393701 12.425152719915785
leaf_count=8 14322 7564 483 1448 499 572 110
internal_value=0 0.000772186 0.000527257 0.00908888 0.00177286 -0.010104 0.0102329
internal_weight=0 936.713 934.448 223.83 189.255 102.14 59.183
internal_count=25006 24998 17434 3112 1664 1181 609
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=8
num_cat=0
split_feature=4 1 11 11 11 8 9
split_gain=2.60863 7.17457 8.20188 5.2957 7.85045 5.37821 5.23743
threshold=2.7763671875000004 83991.500000000015 0.00087475776672363292 0.0020132064819335942 0.0020666122436523442 0.019050598144531253 0.0001119673252105713
decision_type=2 2 2 2 2 2 2
left_child=3 2 6 -1 -5 -6 -2
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.00055787401655618088 0.018604653794716229 0.061522293376858585 0.015478880859686765 -0.18326106949824161 -0.1170440508217515 -0.010264300001904869 -0.047559039284377588
leaf_weight=636.06289902044591 16.942127524722309 24.426153074022295 171.53577522174419 3.2734503261453929 5.3496320242702486 39.865421542672266 40.715679701890622
leaf_count=6761 160 2833 14159 29 42 431 534
internal_value=0 0.0100022 0.00451138 -0.00187057 -0.0337263 -0.0228989 -0.0281175
internal_weight=0 253.62 229.194 684.551 48.4885 45.2151 57.6578
internal_count=24949 17686 14853 7263 502 473 694
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=8
num_cat=0
split_feature=3 3 5 11 4 11 5
split_gain=3.67967 3.64185 4.56578 4.56857 4.33815 4.12923 4.0474
threshold=100.50000000000001 97.500000000000014 0.00014144182205200198 0.0008399486541748048 0.030158996582031253 0.0003970861434936524 0.00064826011657714855
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=0.00068038403251295925 0.027241641916508415 -0.12194648722636836 -0.37538881623227588 -0.034999514495501129 0.052293534527495689 -0.01754980162095425 -0.29800826726336682
leaf_weight=781.74270939902635 46.438795084424783 3.6289018667303017 0.58737383224069972 3.5771940388076473 9.4130604012170789 84.001531399553642 0.69921042245550769
leaf_count=10743 13335 17 4 110 58 513 179
internal_value=0 -0.0016375 -0.0194182 -0.113962 -0.0146793 -0.0105117 -0.0780252
internal_weight=0 883.65 101.907 4.86378 97.0435 93.4146 4.2764
internal_count=24959 11624 881 293 588 571 289
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=8
num_cat=0
split_feature=9 7 5 9 7 7 7
split_gain=1.96962 7.07665 6.30533 3.47657 4.84526 3.95216 3.45723
threshold=0.00020140409469604495 0.014728546142578127 0.00017994642257690432 0.00018733739852905276 0.00057768821716308605 0.0019903182983398442 0.00072693824768066417
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0052285615896290206 0.0050748326783372887 -0.13747379217018757 -0.34885227386843609 0.11235262483236073 0.0020763130252934706 -0.2845391417354643 -0.010055136556840729
leaf_weight=280.08840711159428 328.6114442588987 3.9784479562658808 1.0354386397084452 0.5028258202037249 1.5426884206135585 0.69874302306925518 313.84161332213262
leaf_count=2930 18203 38 25 47 45 42 3679
internal_value=0 -0.00455181 -0.00366697 -0.132411 -0.169979 -0.0873025 -0.00284757
internal_weight=0 601.688 597.71 3.7797 3.27687 2.24143 593.93
internal_count=25009 6806 6768 159 112 87 6609
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=8
num_cat=0
split_feature=6 12 0 2 2 6 4
split_gain=1.96119 1.86665 4.88915 4.70289 4.01971 4.85726 4.71021
threshold=0.056930541992187507 2.5000000000000004 6.5000000000000009 2013.5000000000002 3921.5000000000005 0.011432647705078127 0.59716796875000011
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.0025455225302419798 0.10167179074998421 0.064735678059912802 -0.60318092145307256 0.04156537568772628 0.019310815432504597 -0.46068568064033766 -0.11408107526181072
leaf_weight=905.94135494123475 1.8335983207543893 13.459123672215357 0.14088780818565183 4.693692584824019 1.9598273460942435 0.51926882009138386 1.5991233596723757
leaf_count=11818 8535 3494 12 704 229 23 187
internal_value=0 -0.00184084 0.0266942 -0.0307515 -0.0215326 -0.0941515 -0.199108
internal_weight=0 928.313 22.3719 8.9128 8.77191 4.07822 2.11839
internal_count=25002 16467 4649 1155 1143 439 210
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=8
num_cat=0
split_feature=2 6 2 11 11 7 2
split_gain=2.12493 4.91288 3.0542 5.58746 3.11556 4.53272 4.84698
threshold=8560.0000000000018 0.014064788818359377 9167.0000000000018 0.00067114830017089855 0.00087475776672363292 0.00016528367996215823 17959.000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.0025188688119997271 0.11963659558657552 0.057430609234146168 0.044239644384199084 -0.0018408540770751246 0.02532771489464495 -0.016074779099654726 -0.060431453400067815
leaf_weight=711.29857996566898 6.2671509567517196 18.954882098129019 26.515830394208027 9.564367442741057 39.394682175465277 110.02212319025421 5.3095954982127287
leaf_count=20484 108 2675 276 91 349 941 44
internal_value=0 0.00880533 0.00412834 0.0462492 0.000448974 -0.0064605 0.0267762
internal_weight=0 216.029 197.074 15.8315 181.242 141.848 31.8254
internal_count=24968 4484 1809 199 1610 1261 320
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=8
num_cat=0
split_feature=3 3 1 1 13 11 4
split_gain=1.74871 1.6728 6.17136 9.1656 5.68152 5.41616 6.36296
threshold=121.50000000000001 96.500000000000014 28530.000000000004 39188.500000000007 11.240696251658866 0.00090575218200683605 2.4013671875000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.0010473173292066325 0.10012468269759545 0.051850559554316111 -0.002469099137845078 -0.0050071059444157587 -0.12827791840764255 -0.16949628061124536 0.033424535864374404
leaf_weight=764.05078349774703 1.7153644638929098 14.673435906774101 8.1686051968645206 125.20635410756404 5.4087763918796572 7.2422035504787337 4.4232537774369121
leaf_count=10503 8024 1028 205 4858 63 287 27
internal_value=0 -0.000925175 -0.0100522 -0.0160898 -0.0710599 -0.103874 -0.0555319
internal_weight=0 929.173 165.123 150.449 25.2428 17.0742 9.83203
internal_count=24995 16971 6468 5440 582 377 90
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=8
num_cat=0
split_feature=12 6 6 8 6 1 13
split_gain=3.60822 8.80958 13.7194 7.22011 7.75691 6.24632 5.57224
threshold=1.0000000180025095e-35 0.033340454101562507 0.034561157226562507 0.096099853515625014 0.0036153793334960942 44614.000000000007 17.957085262679673
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6
right_child=1 2 -4 4 6 -7 -8
leaf_value=-0.001665547575493264 0.074928372188428322 -0.79125310648667291 0.10121771556633126 0.047042082949636833 0.032949228413224889 -0.20396776032752381 -0.12574675056513326
leaf_weight=875.98488433819693 21.143713755474892 0.33313153075141499 0.35606919401016057 1.4728774162649632 25.892521606012455 3.0313820923183812 2.4189454193583506
leaf_count=19497 2782 20 475 89 1845 170 113
internal_value=0 0.0248193 -0.330348 0.0293579 -4.22593e-06 -0.12189 0.0193886
internal_weight=0 54.6486 0.689201 53.9594 32.8157 4.50426 28.3115
internal_count=24991 5494 495 4999 2217 259 1958
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=8
num_cat=0
split_feature=4 4 7 7 7 5 7
split_gain=2.23378 3.03921 2.40342 2.55204 4.39534 2.86465 2.16097
threshold=0.040145874023437507 0.049377441406250007 0.0096702575683593767 0.00018918514251708987 0.00011527538299560548 1.4603137969970705e-06 0.021415710449218753
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -3
right_child=1 6 -4 5 -6 -7 -8
leaf_value=-0.021433623774542561 0.070006156561556274 0.0029526133811739164 0.049375226668609523 -0.09938043587821857 0.11915016247659874 -0.026231483851837441 -0.018693694949875769
leaf_weight=9.5378638151596515 6.5703723345504832 823.54345088425544 4.5480579009745261 6.8455096806646933 2.8997605160402591 24.566095859117922 48.854752828742676
leaf_count=80 58 22829 30 57 28 154 1688
internal_value=0 0.00225072 -0.0198165 -0.0269935 0.0113448 -0.0421739 0.0017404
internal_weight=0 878.969 48.3973 43.8492 12.4376 31.4116 872.398
internal_count=24924 24575 349 319 108 211 24517
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=8
num_cat=0
split_feature=9 2 7 5 2 6 13
split_gain=2.70566 4.3344 5.80827 4.91974 4.88652 6.14196 4.67108
threshold=0.00015145540237426761 4533.5000000000009 9.7274780273437514e-05 8.3863735198974623e-05 5623.5000000000009 0.0083351135253906267 13.409506600247751
decision_type=2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -3 -2
right_child=1 3 -4 -5 -6 -7 -8
leaf_value=-0.0040956544165178018 -0.1184308224082372 0.077423080831544727 0.0015572661703621626 0.054748446985785196 0.0019853719820056271 0.0041425864586928486 -0.00016802088576407353
leaf_weight=443.9311088100003 7.4951921031661168 22.133040593078476 250.15739129078793 30.03622838447609 141.80467325438076 23.668258957273792 6.0239961180268438
leaf_count=4940 110 299 9635 7873 1595 449 85
internal_value=0 0.00672845 -0.00189305 0.0171735 0.0111576 0.0395551 -0.065736
internal_weight=0 481.319 263.677 217.642 187.606 45.8013 13.5192
internal_count=24986 20046 9830 10216 2343 748 195
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=8
num_cat=0
split_feature=11 4 12 8 11 0 8
split_gain=2.00294 4.44565 3.14861 2.61373 3.70469 5.39511 2.35048
threshold=0.00052380561828613292 0.0023479461669921879 1.5000000000000002 0.099151611328125014 0.00038588047027587896 6.5000000000000009 0.42419433593750006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=-0.13412056501310785 0.0027970468414390257 -0.0012027403242897774 0.067729957770122945 -0.033834931016032813 -0.049679484437730695 0.073778690114769049 -0.039813472550573589
leaf_weight=2.8426386373030246 750.49662231321963 101.55028194899205 5.3121953110858149 12.944901673821734 32.321874011715408 7.2774801100022151 13.172477324970712
leaf_count=17 22683 441 1290 54 181 34 394
internal_value=0 -0.0101722 -0.00796153 -0.0105711 -0.0286767 0.00489266 0.00206204
internal_weight=0 162.249 159.407 154.095 52.5443 20.2224 763.669
internal_count=25094 2017 2000 710 269 88 23077
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=8
num_cat=0
split_feature=13 4 1 7 13 5 1
split_gain=2.00658 3.89652 10.7958 5.1511 4.01283 3.89262 4.32565
threshold=3.1283939838551968 2.3486328125000004 74178.000000000015 0.019813537597656253 2.5519380160470644 2.6077032089233402e-05 169799.50000000003
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.046395890741763757 0.0011455162680712705 -0.58394151605895084 0.057060413801502535 -0.024465249802133507 -0.30131752491900299 0.044877844310504976 -0.10816010013602467
leaf_weight=38.640645273982955 852.86769855399052 0.28791224421184125 14.920467829592782 2.359191345485669 0.67254897329075891 10.359905966892255 2.2472665012755888
leaf_count=663 22625 52 1274 99 40 127 41
internal_value=0 -0.0165263 0.0231657 0.0329141 -0.0859111 -0.0306536 0.0175957
internal_weight=0 69.4879 18.2401 17.9522 3.03174 51.2478 12.6072
internal_count=24921 2296 1465 1413 139 831 168
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=8
num_cat=0
split_feature=11 4 7 4 4 7 7
split_gain=2.17878 2.46289 2.13272 5.54115 8.62241 4.55506 4.27804
threshold=0.00030875205993652349 0.012588500976562502 0.011341094970703127 0.70239257812500011 0.12719726562500003 0.012660980224609377 0.0099678039550781267
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -2
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.14252509542302047 0.0017010579067719351 -0.021695674095527973 0.050546379659880271 -0.0016474604168576241 -0.20963983443297429 -0.069748103646978976 0.065758923758354265
leaf_weight=1.8743164355983051 780.8244755138976 16.849599770823261 5.5379990816582021 99.083004673557298 2.8120016766333746 13.510459365759742 10.566291742234169
leaf_count=12 19229 281 38 4519 25 135 763
internal_value=0 -0.0337938 0.000666253 -0.0117016 -0.0572711 -0.0938528 0.00255636
internal_weight=0 18.7239 912.334 120.943 21.8605 16.3225 791.391
internal_count=25002 293 24709 4717 198 160 19992
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=8
num_cat=0
split_feature=0 5 3 4 0 11 5
split_gain=2.10079 5.08514 3.39414 5.92545 2.75599 2.62235 2.60918
threshold=9.5000000000000018 6.2286853790283212e-06 87.500000000000014 3.0166015625000004 12.500000000000002 0.00087475776672363292 1.08182430267334e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 -3
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.00086201052018268205 0.10293364048702346 -0.15663395033606803 0.079035890037831708 0.097182455491655939 -0.072021156629761315 0.084771189709587802 -0.037032705876135268
leaf_weight=887.61521832667313 6.649400179332587 2.2877579717896905 7.9219521900622549 2.9830723594495785 3.0719184079789557 1.6336679878477296 8.9960606142412853
leaf_count=23747 116 23 558 86 130 173 111
internal_value=0 0.024632 0.0052713 -0.0281499 0.0430314 -0.0175833 -0.0612861
internal_weight=0 33.5438 26.8944 14.2669 12.6275 4.70559 11.2838
internal_count=24944 1197 1081 220 861 303 134
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=8
num_cat=0
split_feature=1 4 11 5 1 5 2
split_gain=2.27486 4.39269 5.69664 8.04382 5.36744 4.35356 4.09966
threshold=31096.500000000004 3.3476562500000004 0.0011229515075683596 1.6838312149047855e-05 23991.000000000004 1.0000000180025095e-35 12652.500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4
right_child=-2 2 6 -5 -6 -7 -8
leaf_value=-0.10084926946562452 0.0013415326264725768 0.010567458178535412 -0.011406323496660256 -0.12554636220249871 -0.020864390027781322 0.016683773751200604 -0.314332735475777
leaf_weight=3.2496269489929537 669.49952784039488 6.7078404439962496 53.791640296672995 12.307333232020026 81.947982872312423 104.05068727307662 0.45014094491489132
leaf_count=23 20109 42 3474 86 520 726 16
internal_value=0 -0.00964201 -0.0304335 -0.077531 -0.00159365 0.0131239 -0.0139224
internal_weight=0 262.505 73.257 19.0152 189.248 107.3 54.2418
internal_count=24996 4887 3618 128 1269 749 3490
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=8
num_cat=0
split_feature=7 3 7 5 5 11 11
split_gain=2.05672 2.52476 5.73271 4.3763 4.15656 2.69568 3.95814
threshold=3.4958124160766608e-05 99.500000000000014 2.7149915695190433e-05 9.0301036834716814e-06 4.2617321014404305e-06 0.00072455406188964855 0.00062108039855957042
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.021958975362296684 0.0027587464846112598 0.1830438075064752 -0.19050060913728095 0.20427752931193333 -0.18409953304443294 -0.048788656844120787 0.081086854686636442
leaf_weight=17.576136375078935 879.33112917429025 0.52624233272217613 0.75997641032881791 2.0496004982578597 0.74370754734263755 23.20576173774316 4.7305839536711565
leaf_count=111 24466 44 36 111 18 176 31
internal_value=0 -0.0181724 0.057188 0.11391 -0.0319502 -0.0249279 -0.000104892
internal_weight=0 49.592 4.07953 3.31955 1.26995 45.5125 22.3067
internal_count=24993 527 209 173 62 318 142
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=8
num_cat=0
split_feature=12 8 8 13 11 3 13
split_gain=1.85807 3.24753 5.52624 2.99237 4.1285 4.39955 4.07453
threshold=2.5000000000000004 0.10025024414062501 0.10263061523437501 6.4919045394915456 0.00073266029357910167 36.500000000000007 6.3514120222350714
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=-0.00049250578940068671 0.086734509164818618 -0.6315341481852994 -0.43293537094925116 0.078050601616299536 -0.07548517912513289 0.066491947224095793 -0.63307525309616119
leaf_weight=897.80367419443428 6.7582288055191411 0.13617814966710184 0.18395196739584019 4.1409351194006367 4.3349465631845305 4.101080756088777 0.13479007327987336
leaf_count=20216 2717 36 3 782 658 532 9
internal_value=0 0.0304843 0.0013115 0.0080122 -0.0251167 0.0450163 -0.0923508
internal_weight=0 19.7901 13.0319 12.8957 8.75477 4.28503 4.46974
internal_count=24953 4737 2020 1984 1202 535 667
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=8
num_cat=0
split_feature=4 11 11 11 4 7 11
split_gain=2.38764 4.2398 8.53226 5.8474 5.34278 5.05489 4.89301
threshold=0.98120117187500011 0.0035009384155273442 0.0020132064819335942 0.0021085739135742192 0.57495117187500011 0.0014452934265136721 0.0024881362915039067
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0075985312212433877 -0.0052702202447798005 0.09996322126740731 -0.15924219010979884 -0.019930149521512525 0.15037691651914878 -0.047748641639328696 -0.14388469296111286
leaf_weight=370.36979475831322 523.03501521922772 4.6466493859988978 4.3416407723998445 9.2414122412883462 2.7101193156559011 2.4530105178127997 4.8587989070365429
leaf_count=3920 20770 67 26 75 20 37 46
internal_value=0 0.00500339 0.0038833 -0.0544088 -0.0307783 0.0562495 -0.0626466
internal_weight=0 398.621 393.975 23.605 19.2633 5.16313 14.1002
internal_count=24961 4191 4124 204 178 57 121
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=8
num_cat=0
split_feature=0 8 8 9 8 12 9
split_gain=2.71557 3.82304 3.37069 3.64584 3.55621 3.77504 10.067
threshold=9.5000000000000018 0.21929931640625003 0.38549804687500006 0.00021594762802124026 0.074615478515625014 1.5000000000000002 0.00024265050888061526
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.004343997093937838 0.0030399018807983425 0.073640171307774588 -0.040925530002079109 -0.0063625076509743047 0.020850821260512041 -0.28028449459209326 0.01616896860601166
leaf_weight=613.33954980345879 21.788262447206762 11.836680502144189 20.711379700188445 90.639798564725425 168.00072348922913 1.5398782549527812 4.4690380143283619
leaf_count=6615 699 505 582 3210 12684 126 601
internal_value=0 0.0278933 -0.00105171 -0.000111077 0.00969892 0.0180652 -0.0598134
internal_weight=0 33.6249 898.7 877.989 264.649 174.01 6.00892
internal_count=25022 1204 23818 23236 16621 13411 727
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=8
num_cat=0
split_feature=7 4 7 12 7 1 3
split_gain=2.61694 4.62881 3.73312 3.28376 3.80772 2.98182 3.11614
threshold=0.011341094970703127 20.789062500000004 0.0099678039550781267 1.5000000000000002 0.010913848876953127 206246.00000000003 21.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 5 -1 -4 -5 6 -2
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.0014743013969489558 0.044557830541196136 0.10256074966670486 0.076470509616347021 0.1057700945598334 -0.32033504079279801 0.096246620664535695 -0.023301494414937351
leaf_weight=802.09856157934792 7.2188987843692294 3.340599652270611 10.017936756236846 0.38107822939764524 0.46559694010011299 2.287235202282317 108.02430127590924
leaf_count=19578 42 3001 688 56 28 27 1636
internal_value=0 -0.0135071 0.00226299 0.0604867 -0.128582 -0.0168065 -0.0190506
internal_weight=0 120.871 812.963 10.8646 0.846675 117.53 115.243
internal_count=25056 4706 20350 772 84 1705 1678
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=8
num_cat=0
split_feature=10 1 11 11 8 9 13
split_gain=3.05133 2.94699 1.86738 5.65382 4.15649 3.13247 3.18417
threshold=2.5000000000000004 257277.00000000003 0.0046138763427734384 0.0036382675170898442 0.27160644531250006 0.0009715557098388673 18.645449558500026
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.00016976113300786608 0.11212049552285362 -0.24893916650421538 -0.17381178991625357 0.1068075285785958 0.1458825273862005 0.10392279465513386 -0.041483857382760808
leaf_weight=907.11030975818903 3.6069774713232614 0.24082866313256079 2.6140108758609113 4.9989099230024285 1.0670566990120267 1.0156057576286901 5.9743144421290708
leaf_count=16026 1385 3 578 2131 708 3899 243
internal_value=0 0.0894998 0.000267664 0.000754248 -0.0413216 -0.0621263 -0.0817664
internal_weight=0 3.84781 922.78 912.109 10.671 9.60393 8.58833
internal_count=24973 1388 23585 18157 5428 4720 821
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=8
num_cat=0
split_feature=12 3 12 7 11 3 3
split_gain=2.54706 3.99568 3.37287 3.57293 1.93254 3.68203 1.90578
threshold=11.500000000000002 37.500000000000007 10.500000000000002 0.0066890716552734384 0.00028228759765625005 57.500000000000007 97.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.031315825869461481 -0.1661538583710408 0.080047395885935013 0.10096411615500751 -0.41796518420034023 0.0017380597452711318 -0.088622588797578894 -0.14139570004006252
leaf_weight=4.243435387266798 0.72468084114370768 7.2586492995387744 0.47041602642275293 0.35622107706149098 902.82927808817385 6.4493245369521901 1.0436803932107066
leaf_count=25 37 2961 73 20 21777 51 88
internal_value=0 0.0576916 0.000962807 -0.133177 0.0012375 -0.041025 -0.0660876
internal_weight=0 7.98333 915.392 1.87032 913.522 10.6928 1.5141
internal_count=25032 2998 22034 181 21853 76 161
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=8
num_cat=0
split_feature=4 8 1 1 11 2 5
split_gain=3.08065 6.06791 4.07966 6.57883 8.31052 4.14621 3.38018
threshold=17.039062500000004 0.0014915466308593752 36421.000000000007 36145.500000000007 0.0027894973754882817 15718.500000000002 4.023313522338868e-06
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0010197497880723566 -0.62951073901856858 -0.13964578583631468 0.092624597351295079 0.10035518042721495 -1.5617734511674233 -0.27960906671258984 0.041612133033612851
leaf_weight=896.8506608711541 0.13460549307092406 1.1383630613563571 9.4314800168731363 0.060087866491813524 0.059784577779282699 0.46688075483689395 10.660772738462581
leaf_count=11351 10 22 9782 14 28 8 3778
internal_value=0 0.0389366 0.0430712 0.0053359 -0.730773 0.0125514 0.0241205
internal_weight=0 21.952 21.8174 12.3859 0.119872 12.266 11.7991
internal_count=24993 13642 13632 3850 42 3808 3800
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=8
num_cat=0
split_feature=9 11 8 7 7 7 1
split_gain=1.72377 2.99724 4.49451 3.64209 3.4418 3.32826 2.7607
threshold=6.4224004745483412e-05 0.00077939033508300792 0.039627075195312507 1.5199184417724611e-06 0.00016528367996215823 0.00020015239715576175 44363.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -5
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.13214034008648337 0.00083312213377498712 0.063221359677214636 -0.13915502246933945 0.10017499021634613 -0.093887563742606317 0.018499373072852342 0.01652941673096257
leaf_weight=1.5091890619223693 845.81292474395559 1.7818406182341266 2.8557262767717475 9.4480072872829641 2.7773704687024283 51.290523024224967 6.7757669326529131
leaf_count=14 23999 22 31 91 33 582 159
internal_value=0 0.016514 -0.0613984 0.0215467 0.0248471 0.0127256 0.0652423
internal_weight=0 76.4384 4.63757 71.8009 70.2917 54.0679 16.2238
internal_count=24931 932 53 879 865 615 250
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=8
num_cat=0
split_feature=5 5 11 5 9 2 2
split_gain=2.95987 4.03676 4.41139 3.22979 3.16961 4.67359 2.95399
threshold=1.4901161193847659e-07 2.6822090148925787e-07 0.00065541267395019542 5.6624412536621104e-07 0.00016826391220092776 7959.0000000000009 5045.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.0099005411840304008 0.1337779294705749 -0.010185861317887068 2.6014255353802026e-05 0.00063105077537840132 -0.15596752902458411 0.0092479106611583883 -0.070245352502413247
leaf_weight=7.5209088710980749 4.7248284924571617 12.9548660392029 5.1574563869871781 868.05866424704391 4.4754097015829748 2.7728149390604813 11.835429004364412
leaf_count=58 45 107 54 24542 43 17 103
internal_value=0 0.000418268 0.0639773 -0.000288873 -0.0398144 -0.0927663 -0.0391048
internal_weight=0 898.144 9.88228 888.262 20.2031 7.24822 19.3563
internal_count=24969 24808 99 24709 167 60 161
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=8
num_cat=0
split_feature=5 4 1 13 6 6 1
split_gain=1.52814 4.28465 5.62159 4.69929 4.12006 3.04845 2.63719
threshold=2.4169683456420902e-05 0.46228027343750006 33768.500000000007 22.850348685507512 0.015663146972656253 0.0071964263916015634 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -3 -1
right_child=1 5 3 -5 -6 -7 -8
leaf_value=-0.076021537614860302 -0.011859344218142189 -0.15857520363254277 -0.08700951906339735 0.010915718244092799 0.12084039721945213 -0.0008910727799428009 0.0031107199525186105
leaf_weight=4.2419514331850214 14.577777828992113 1.2308182647684578 20.454920947653594 6.4442317402717881 2.7866536094225003 293.49367964178191 579.23974445926069
leaf_count=29 99 15 235 44 39 18180 6369
internal_value=0 -0.00590676 -0.0349168 -0.0635496 0.0094382 -0.0015498 0.00253537
internal_weight=0 338.988 44.2636 26.8992 17.3644 294.724 583.482
internal_count=25010 18612 417 279 138 18195 6398
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=8
num_cat=0
split_feature=4 11 8 8 13 11 13
split_gain=2.17319 5.93181 3.57291 4.49207 3.35472 3.85718 3.1603
threshold=0.51831054687500011 0.0020380020141601567 0.023208618164062503 0.014560699462890627 22.850348685507512 0.0028886795043945317 43.303458281875997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -2
right_child=6 4 -4 -5 -6 -7 -8
leaf_value=0.011015599988518976 -0.001377376967343572 -0.1155501597304983 0.0053941599094440955 0.069815976137121843 0.0040216898494000331 0.027201347008538219 -0.032233473197627246
leaf_weight=32.564746812102385 626.75692040451986 8.3119087927188975 191.7905791204721 21.616733320104686 7.5154311253645565 2.4507027682921025 35.048901602416663
leaf_count=294 21753 67 1973 217 65 36 528
internal_value=0 0.00771587 0.0118001 0.0344755 -0.0472457 -0.0830447 -0.00301152
internal_weight=0 264.25 245.972 54.1815 18.278 10.7626 661.806
internal_count=24933 2652 2484 511 168 103 22281
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=8
num_cat=0
split_feature=9 13 4 9 9 5 5
split_gain=1.69488 1.56613 6.98378 5.26018 5.23532 5.03276 3.47875
threshold=0.0011487007141113283 3.4397069561095259 1.9975585937500002 4.848837852478028e-05 6.4224004745483412e-05 4.023313522338868e-06 1.8179416656494143e-06
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -5
right_child=-2 -3 4 5 -6 -7 -8
leaf_value=0.14838177795172208 0.11366499379215644 -0.00094317035146547945 -0.31818215458867616 -0.053011236010317035 0.030520148879301129 -0.053607212526876384 0.10667638149251109
leaf_weight=1.4870454735937517 1.2637880179913725 850.52602609860696 0.43709355604369449 2.2103127211157689 27.314397951325191 45.269696927494806 3.5625548053649254
leaf_count=30 3755 18636 11 22 1711 740 81
internal_value=0 -0.0022034 -0.0155546 -0.0369923 0.0250238 -0.042394 0.045535
internal_weight=0 930.807 80.2811 52.5296 27.7515 51.0426 5.77287
internal_count=24986 21231 2595 873 1722 843 103
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=8
num_cat=0
split_feature=4 6 6 11 11 4 2
split_gain=1.90664 4.86292 1.71517 3.30043 4.47476 5.70659 4.69026
threshold=0.0023479461669921879 0.0043392181396484384 0.025077819824218753 0.0017733573913574221 0.0017523765563964846 23.335937500000004 3074.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.11085457468476785 5.5599215730915656e-05 0.049570009034145192 -0.10729435559669108 0.019299357650238918 0.10206238063906077 -0.6598969668631206 -0.0079509778710956085
leaf_weight=4.9639800318400358 876.75537875566806 3.0503806567139691 6.9363688717521716 12.167799944269971 0.15852845157496531 0.25790142337791622 15.093317455024588
leaf_count=32 10912 18 525 11937 18 32 1529
internal_value=0 -0.0497946 -0.000806372 -0.0226396 -0.0453744 -0.369983 -0.0392321
internal_weight=0 8.01436 911.369 34.6139 22.4461 0.41643 22.0297
internal_count=25003 50 24953 14041 2104 50 2054
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=8
num_cat=0
split_feature=12 3 12 11 12 0 1
split_gain=1.65848 2.659 2.23692 2.51957 2.23616 1.96572 2.72847
threshold=11.500000000000002 37.500000000000007 10.500000000000002 0.00044929981231689459 6.5000000000000009 9.5000000000000018 127760.00000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3 -7
right_child=1 5 3 -5 -6 6 -8
leaf_value=-0.0035486476476032053 -0.12299031803842056 0.10122601803762091 -0.25196863162408845 -0.019861099010675856 0.075740978692069333 -0.34784323372839515 0.023435669894226688
leaf_weight=910.3177701500299 0.85479484306415443 4.6096389448794071 0.7638632874150052 1.2055460085330194 3.570469116133153 0.2194795086179514 1.9857999820669645
leaf_count=21100 39 2555 37 144 736 24 379
internal_value=0 0.0432262 -0.00346828 -0.109919 -0.00323884 0.0640808 -0.0135646
internal_weight=0 7.66971 915.858 1.96941 913.888 6.81492 2.20528
internal_count=25014 2997 22017 181 21836 2958 403
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=8
num_cat=0
split_feature=9 5 11 3 5 0 3
split_gain=3.25595 3.44128 3.58272 3.4704 6.11305 5.84287 4.64397
threshold=9.8675489425659193e-05 2.2321939468383792e-05 0.00038588047027587896 87.500000000000014 5.319714546203614e-05 2.5000000000000004 44.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 -4
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0025285109792069446 0.0039634022561792727 -0.13321601936074429 0.017398942475858988 0.15019466770959178 -0.087938519615329891 0.0051222555460826687 -0.064766152983853284
leaf_weight=169.47286461174735 702.03782715095258 3.2136389890656565 9.2991861579939705 3.6492982586496536 4.9619445426287703 11.601157487773888 26.426324943662621
leaf_count=2037 22340 61 53 27 60 241 191
internal_value=0 -0.00977679 -0.0305433 -0.0246439 0.00847027 0.0398398 -0.0433789
internal_weight=0 228.624 59.1516 55.9379 20.2124 15.2505 35.7255
internal_count=25010 2670 633 572 328 268 244
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=8
num_cat=0
split_feature=3 1 3 13 13 1 4
split_gain=1.7146 2.24205 8.53812 3.10641 3.86998 4.49889 2.67694
threshold=8.5000000000000018 13600.000000000002 36.500000000000007 25.123927921535525 40.924635208408368 9889.5000000000018 14.292968750000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -3
right_child=1 6 -4 4 -6 -7 -8
leaf_value=-0.055990150315694723 -0.070892080034126004 -0.0016085504011318327 0.079689929075082044 -0.03153725966376994 -0.047132510267521528 0.10085778463210837 0.031776858520876736
leaf_weight=5.4214160533156237 6.8469034381341798 848.23552811472473 16.220240223598012 4.3312193804740691 7.4359519266727139 6.2987962713305023 24.71688413405036
leaf_count=31 67 10482 564 42 74 60 13655
internal_value=0 0.000411799 0.0232272 -0.013535 0.00820375 0.0469135 -0.000663254
internal_weight=0 914.086 41.1331 24.9129 18.066 10.63 872.952
internal_count=24975 24944 807 243 176 102 24137
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=8
num_cat=0
split_feature=12 8 9 3 5 12 6
split_gain=1.62721 6.82906 6.73589 2.77078 5.66002 4.55173 2.21938
threshold=2.5000000000000004 0.21734619140625003 0.00035417079925537115 78.500000000000014 2.2351741790771489e-06 18.500000000000004 0.033920288085937507
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.00019753719099921765 0.079298739190177769 -0.30560586206946255 0.10787808519235431 -0.2342454570059192 0.10186624806918357 0.1013442106240295 -0.1751109744749553
leaf_weight=900.37007651700969 12.319832357059568 0.47964111715555091 1.823045468566306 2.4231388346524914 1.1759343519224783 0.48482322583186022 0.35237287837253539
leaf_count=20205 3858 17 273 121 101 187 147
internal_value=0 0.0297245 -0.0545919 -0.1195 -0.0162218 -0.178288 0.0722193
internal_weight=0 19.0588 6.38658 4.56354 1.65558 2.90796 12.6722
internal_count=24909 4704 699 426 118 308 4005
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=8
num_cat=0
split_feature=6 2 2 13 9 9 13
split_gain=1.9296 2.12028 3.19138 3.23355 3.94069 5.57646 3.53761
threshold=0.0043392181396484384 2062.5000000000005 2511.5000000000005 16.822462412504027 0.00043213367462158209 0.00053715705871582042 19.831166413842151
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -5
right_child=-2 2 3 6 5 -7 -8
leaf_value=-0.076400039497787356 0.00333217000743239 0.042234316048046158 -0.020812292209509791 0.036374402122119134 -0.18681775294909733 0.039537797312490547 -0.0072802192244590946
leaf_weight=4.3469670351769301 693.72034503201985 12.986195556288292 54.876291395990847 21.600829553510266 3.3704438338318132 1.6071482616680439 131.98218845199153
leaf_count=27 22885 125 724 183 30 39 934
internal_value=0 -0.00722392 -0.00589571 -0.00882418 -0.0285406 -0.113734 -0.00114027
internal_weight=0 230.77 226.423 213.437 59.8539 4.97759 153.583
internal_count=24947 2062 2035 1910 793 69 1117
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=8
num_cat=0
split_feature=2 6 2 6 3 6 9
split_gain=1.69512 3.60364 1.92544 3.33298 2.01322 1.78465 6.62745
threshold=2029.5000000000002 0.0057353973388671884 2062.5000000000005 0.0052356719970703134 116.50000000000001 0.019767761230468753 0.00019210577011108401
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7
right_child=2 -3 4 -5 -6 6 -8
leaf_value=-0.050039499909136913 -0.13763438020073299 0.083889682800335402 0.001392490697493915 -0.004711481998653959 0.10019797423565112 -0.056022438347431251 0.0091614409650928597
leaf_weight=2.9055245442359574 2.7628222703933698 6.5094106148417268 832.01588584880665 5.9452785962294001 2.014868950152958 25.198920378606999 40.93691788698743
leaf_count=23 15 178 7309 185 9053 416 7772
internal_value=0 0.0425572 -9.29734e-05 -0.0468885 0.000359734 0.000135717 -0.0156749
internal_weight=0 9.41494 908.875 8.7081 900.167 898.152 66.1358
internal_count=24951 201 24750 200 24550 15497 8188
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=8
num_cat=0
split_feature=3 5 13 13 6 3 5
split_gain=1.85998 2.8695 2.55898 3.07171 3.05973 5.05758 3.39608
threshold=100.50000000000001 0.00011500716209411622 5.6054504713839339 5.6735570151893144 0.016456604003906253 102.50000000000001 3.5554170608520515e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -5
right_child=1 -3 3 4 5 -7 -8
leaf_value=-0.0021887990423696962 0.062933344349199991 0.10552427102735627 -0.25601685468914331 -0.0039450645384785021 -0.16304697454365863 0.10323476593836688 0.079276750406096899
leaf_weight=878.43873162478849 7.8017774288782666 3.5047436313907374 0.46402406314154987 23.699333855111039 2.463495292467996 1.0036006381869809 6.182300014574138
leaf_count=11611 1371 8925 28 2033 22 469 461
internal_value=0 0.0186296 0.0113105 -0.000601148 0.00295538 -0.0859639 0.0132735
internal_weight=0 45.1193 41.6145 33.8128 33.3487 3.4671 29.8816
internal_count=24920 13309 4384 3013 2985 491 2494
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=8
num_cat=0
split_feature=0 4 2 7 1 11 7
split_gain=2.09245 4.26621 8.93213 6.73961 3.88058 3.63286 3.36922
threshold=2.5000000000000004 4.8730468750000009 4556.5000000000009 0.056182861328125007 25058.500000000004 0.00081419944763183605 0.00097703933715820334
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.0075293779355646772 -0.00065106729378841533 -0.00028538885727511654 -0.056848353277607802 -0.4485682426898831 0.10500568701048636 0.089853167352680216 -0.025652468683867381
leaf_weight=292.62771138721928 542.64406816996052 53.378664830064281 2.5946707699758909 0.33713406227070564 2.8954709674944734 24.805243159371912 6.196626440188993
leaf_count=3362 7099 7247 279 19 60 6737 145
internal_value=0 0.00269654 0.022834 -0.00310201 0.0610112 0.0700334 0.015959
internal_weight=0 632.852 90.2078 53.7158 36.492 33.8973 9.0921
internal_count=24948 21586 14487 7266 7221 6942 205
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=8
num_cat=2
split_feature=5 5 14 5 3 14 13
split_gain=1.68356 4.32171 5.45041 4.05179 3.57269 3.18452 3.6762
threshold=0.00014144182205200198 0.0001195967197418213 0 0.00012928247451782229 100.50000000000001 1 26.709846593477121
decision_type=2 2 1 2 2 1 2
left_child=1 -1 -3 -4 5 6 -2
right_child=4 2 3 -5 -6 -7 -8
leaf_value=-0.00045534769590688782 -0.053047103362837515 0.084062694696214288 -0.43317781075242534 0.10463728961242863 0.10147719610529392 0.10379668734623125 0.020439228310332708
leaf_weight=877.33027887653043 26.844626004225574 9.433587089104547 0.36729072219532 0.22609890007515787 2.2581919497292793 1.7478166000691988 9.1199083215687988
leaf_count=10659 4031 312 39 49 8661 542 679
internal_value=0 0.000290735 0.0655688 -0.228308 -0.0206895 -0.0280058 -0.0344123
internal_weight=0 887.357 10.027 0.59339 39.9705 37.7124 35.9645
internal_count=24972 11059 400 88 13913 5252 4710
cat_boundaries=0 1 2
cat_threshold=1 1
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=8
num_cat=0
split_feature=6 8 11 11 1 12 12
split_gain=1.30107 4.31231 2.52549 3.73566 4.12962 4.54376 4.95207
threshold=0.019767761230468753 0.30334472656250006 0.0054798126220703134 0.0020666122436523442 45401.500000000007 1.5000000000000002 6.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.0013151755254970341 -0.058653772981627821 0.10582251559155476 -0.11905410333987471 0.036007595754009705 0.0091574684710243309 -0.31542497120723695 -0.01807097904813524
leaf_weight=854.53525396577243 22.161244278191589 2.9328855367280076 2.3870525125489612 12.010299891001067 28.212606678386695 0.92680676682812135 1.4147306353206657
leaf_count=9776 772 1341 3579 6940 2221 92 335
internal_value=0 -0.0128613 -0.0180485 -0.0143227 -0.0257898 -0.00195273 -0.1358
internal_weight=0 70.0456 67.1127 64.7257 52.7154 30.5541 2.34154
internal_count=25056 15280 13939 10360 3420 2648 427
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=8
num_cat=0
split_feature=11 11 8 1 5 2 5
split_gain=2.08436 5.35758 6.42307 4.53731 4.25289 4.12369 4.80071
threshold=0.0011229515075683596 0.0011973381042480471 0.055068969726562507 38950.000000000007 3.8653612136840827e-05 3617.5000000000005 5.6594610214233405e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7
right_child=1 5 3 -5 -6 6 -8
leaf_value=0.003287360555128795 -0.089859480626754251 -0.012768124839226985 -0.01158701604089288 0.034368272814396292 -0.14967642269591616 -0.00025017534581300323 0.043570270702670347
leaf_weight=598.24246066669912 16.103304310123349 158.17144225201446 6.9157122222241032 12.119827905471537 3.2916853399074171 94.420570429170766 34.003937644898087
leaf_count=7362 140 5732 40 300 42 1187 10225
internal_value=0 -0.00666101 -0.0417216 -0.00700158 -0.0561223 -0.00195956 0.0113526
internal_weight=0 325.026 38.4305 22.3272 10.2074 286.596 128.425
internal_count=25028 17666 522 382 82 17144 11412
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=8
num_cat=0
split_feature=13 12 1 1 5 4 13
split_gain=2.23322 5.05203 4.44663 7.63884 6.44411 4.44485 4.52117
threshold=6.9997763989238395 2.5000000000000004 43652.000000000007 48019.000000000007 8.136034011840822e-06 6.0957031250000009 5.8199349674210223
decision_type=2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=0.066656263775057331 -0.0051659748216700769 0.076402063128280101 0.18697587250699646 0.0069500064446363198 -0.099111844645208946 0.12252301633005735 -0.10754097194422384
leaf_weight=20.419596202780671 684.89040286152704 7.6779776379976274 0.85107277523638813 193.62950710652285 10.462558492806236 1.1725118746389842 3.1434381871067671
leaf_count=196 14368 2518 33 7237 297 115 216
internal_value=0 -0.00426165 0.00711718 0.0022832 -0.0775851 0.0471677 -0.0450335
internal_weight=0 692.568 229.679 204.943 11.3136 24.7355 4.31595
internal_count=24980 16886 8094 7567 330 527 331
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=8
num_cat=0
split_feature=9 1 1 4 7 4 3
split_gain=3.5075 2.74917 3.45811 4.62905 5.61549 5.25921 4.49493
threshold=0.00036895275115966802 12933.000000000002 16692.500000000004 4.0175781250000009 0.0060787200927734384 5.1074218750000009 40.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.00098458373048672452 0.063453863085280823 0.038066988111787811 0.01825358739557497 -0.69202448110953396 0.0020315952320749424 -0.27981277516075892 0.10880837557748678
leaf_weight=821.39981699337113 12.164023692153931 2.7581806700618463 80.7358815584696 0.23708599573001299 1.6135211434193477 1.2688896108302286 0.38855755810800463
leaf_count=11265 509 36 12771 3 205 63 123
internal_value=0 0.0189252 0.0126992 -0.0588609 -0.135067 -0.251811 -0.188701
internal_weight=0 99.1661 87.0021 6.26623 3.50805 1.89453 1.65745
internal_count=24975 13710 13201 430 394 189 186
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=8
num_cat=0
split_feature=2 6 4 1 3 1 9
split_gain=3.17031 5.13633 6.42799 8.59764 3.75996 8.02944 7.34637
threshold=12652.500000000002 0.0088996887207031267 24.414062500000004 33768.500000000007 99.500000000000014 51076.500000000007 4.5210123062133796e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.0025918638474713065 0.013621127946394014 0.076670193811246914 -0.70020023499723305 -0.009430942239626974 -0.11494341825729802 -0.18019333799103657 0.13024707188746207
leaf_weight=818.88750820650671 75.40368693927303 17.790435332586643 0.24584359293112257 0.6720108016775157 6.9374113588783057 0.98942561581498001 3.3161915206928825
leaf_count=23136 392 298 26 868 67 34 147
internal_value=0 0.0158372 0.0633547 -0.194659 0.00557723 -0.0483691 0.058898
internal_weight=0 105.355 18.7083 0.917854 86.6467 11.243 4.30562
internal_count=24968 1832 1192 894 640 248 181
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=8
num_cat=0
split_feature=7 7 7 5 3 13 8
split_gain=1.33291 5.75214 5.71849 3.17562 4.23831 4.26721 6.8089
threshold=0.00072693824768066417 0.0003780126571655274 0.00030648708343505865 7.0035457611083993e-06 93.500000000000014 31.876759293925662 0.037185668945312507
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.0044049844452558346 -0.0038918760288898895 0.022355436554772123 -0.047529196418367808 -0.0081807912996800184 0.12897516155515865 0.00060883251919834286 -0.18670919349341653
leaf_weight=52.620973869168665 572.91545397397908 114.05107510397647 27.908787523774663 135.00612620445509 8.9669847831646621 6.5795843987871185 0.73926032999224922
leaf_count=340 19909 1955 415 1971 282 62 13
internal_value=0 0.00396962 -0.0050758 0.00073469 0.0182024 0.0627818 0.104925
internal_weight=0 345.873 231.822 203.913 68.9068 16.2858 9.70625
internal_count=24947 5038 3083 2668 697 357 295
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=8
num_cat=1
split_feature=5 9 9 5 14 9 9
split_gain=1.6816 4.40273 7.33485 3.10346 3.8725 2.96544 2.93728
threshold=0.00014144182205200198 0.00024521350860595709 0.00024026632308959964 0.0001195967197418213 0 0.00045907497406005865 0.00019699335098266604
decision_type=2 2 2 2 1 2 2
left_child=3 2 -2 -1 -5 -3 -6
right_child=1 5 -4 4 6 -7 -8
leaf_value=8.1550328818456523e-06 -0.039593157430018296 0.029074095762757518 -0.27019187467458539 0.072991954690421898 -0.32119580951592658 -0.042155655314541823 0.10396303639600241
leaf_weight=875.32212342619096 13.454395195821233 17.151214625081597 1.5366088071623369 9.33987899634303 0.45524375017157481 8.8656535744125886 0.25233829818171216
leaf_count=10641 538 2551 57 314 30 10765 55
internal_value=0 -0.0200712 -0.0632363 0.000642486 0.0559022 0.00480102 -0.169593
internal_weight=0 41.0079 14.991 885.37 10.0475 26.0169 0.707582
internal_count=24951 13911 595 11040 399 13316 85
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=8
num_cat=0
split_feature=3 9 9 3 9 13 13
split_gain=2.41653 1.91559 2.34947 2.53898 2.51706 4.49031 1.92347
threshold=111.50000000000001 0.0009715557098388673 0.0008513927459716798 70.500000000000014 0.00073552131652832042 2.6378393127866167 17.113501144345481
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.00023759470079714941 0.10026282998245656 0.10945600044276232 -0.055539036171245559 0.10833377792964607 -0.3646643390986769 0.12647734539659039 -0.23796858943551788
leaf_weight=914.6874252916914 2.4312243489080165 1.6087087041441908 1.3399409004487095 0.52778524371205993 0.19940456193580702 2.7326644933036732 1.0164774765507898
leaf_count=10642 10435 2703 130 335 20 588 98
internal_value=0 0.00044145 0.000250884 -0.0898571 0.000534146 0.0930333 -0.134259
internal_weight=0 922.112 920.504 2.8842 917.619 2.93207 2.35642
internal_count=24951 14516 11813 563 11250 608 228
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=8
num_cat=0
split_feature=8 6 4 6 6 13 4
split_gain=1.71302 3.82999 4.77804 4.35641 2.4458 2.27268 2.4279
threshold=0.0083732604980468767 0.010799407958984377 0.78588867187500011 0.0092887878417968767 0.015876770019531253 22.328678310388074 0.077484130859375014
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 -1 -7
right_child=-2 2 4 -5 -6 6 -8
leaf_value=-0.062752068085867391 0.00046630200010095791 -0.11212604599271286 0.1781627944685189 -0.14026996575900194 0.03592421040306621 -0.06851206645862315 0.013724261249684497
leaf_weight=9.4153922101577354 880.17092703584876 1.399477773811667 2.1240572053065989 3.4517263733578138 2.8059136947977095 4.5619497007937779 16.846440083154448
leaf_count=82 24580 12 23 21 93 36 122
internal_value=0 -0.0205416 0.0509252 -0.0337395 0.0972166 -0.0218083 -0.00380026
internal_weight=0 40.605 6.32945 34.2755 4.92997 30.8238 21.4084
internal_count=24969 389 128 261 116 240 158
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=8
num_cat=0
split_feature=11 7 8 4 11 7 12
split_gain=3.08981 3.64961 5.91257 5.70387 7.3247 3.43203 6.78928
threshold=0.0019230842590332033 0.00055932998657226573 0.0071239471435546884 0.85717773437500011 0.0029554367065429692 0.00043094158172607427 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -4 -7
right_child=1 3 5 -5 -6 6 -8
leaf_value=0.0027994742629154287 0.10606893914859716 -0.079346221554467619 -0.052873636888295487 0.010355599439228902 0.078652233440679009 -0.12259003060285385 -0.66023520050279005
leaf_weight=817.6548726692763 2.1217223106468763 16.632159729513663 16.673204189972697 57.124784547650052 3.5623239306842143 2.4217535109510204 0.25978587105146278
leaf_count=11720 87 151 748 11966 67 210 17
internal_value=0 -0.0159231 -0.0523911 -0.00579336 -0.051474 -0.0697639 -0.17476
internal_weight=0 98.7957 21.4765 77.3193 20.1945 19.3547 2.68154
internal_count=24966 13246 1062 12184 218 975 227
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=8
num_cat=0
split_feature=9 7 4 11 13 13 13
split_gain=2.17692 2.80777 6.33476 4.27148 4.04099 2.95491 2.68699
threshold=0.00031721591949462896 0.015785217285156253 2.8486328125000004 0.0011849403381347658 3.7246868718722896 19.239936785931487 6.9997763989238395
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.0011479528044601266 0.011640318787386085 -0.0064498292585701035 -0.0027770044385771312 0.012065499847593799 -0.19928387422584481 -0.089512795226444189 0.10273336136896477
leaf_weight=762.15159318610495 134.35227542804387 6.8784557515900833 1.3689234230459977 2.1463622471846975 4.4433040047151735 2.6297857269382794 3.3521809560625115
leaf_count=9860 14909 58 39 40 49 22 49
internal_value=0 -0.0021377 -0.0383699 -0.108488 -0.153005 0.00502379 0.0293272
internal_weight=0 782.971 20.819 7.95859 5.81223 12.8604 10.2306
internal_count=25026 10117 257 128 88 129 107
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=8
num_cat=1
split_feature=11 11 11 14 13 5 5
split_gain=2.41209 1.27365 1.23003 3.83711 4.49091 3.31069 5.5056
threshold=0.010082244873046877 0.010616302490234377 0.00052380561828613292 0 24.49041732241724 1.5109777450561525e-05 9.0301036834716814e-06
decision_type=2 2 2 1 2 2 2
left_child=2 -2 3 5 -5 6 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0057164125599549476 -0.2770293542277974 -0.049391570206918006 0.0013212558755620134 -0.035840245882409756 -0.20391291647473719 -0.026915101276225178 0.051315687151320448
leaf_weight=87.279929806587461 0.46525014323697078 0.52113717643624113 749.93428712822652 9.0950427456227754 1.9262792051813438 45.049803670073743 20.998415005557035
leaf_count=591 110 297 22594 831 139 332 142
internal_value=0 -0.156828 -0.000395819 -0.00823092 -0.0652217 -0.00413422 0.00534391
internal_weight=0 0.986387 914.284 164.349 11.0213 153.328 108.278
internal_count=25036 407 24629 2035 970 1065 733
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=8
num_cat=0
split_feature=11 5 1 3 11 10 1
split_gain=1.95587 2.1674 2.66741 1.74395 1.72825 1.59867 1.58038
threshold=0.00030875205993652349 9.2387199401855479e-07 165662.00000000003 27.500000000000004 0.00028228759765625005 2.5000000000000004 133603.50000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -2 -7
right_child=5 2 -4 4 -6 6 -8
leaf_value=0.061737373737157424 -0.0001196371025903608 0.030196190573426714 0.081671874490534146 -0.10784820162315574 -0.034369939128528468 0.11011038144165371 -0.089731504988975905
leaf_weight=2.1409505750270936 893.29695044833875 1.9372379779815698 1.5013861628431175 6.4890550466188852 6.3184391180075181 2.3043179334467818 0.47744174007175377
leaf_count=44 23368 8 29 133 75 1116 200
internal_value=0 -0.0328312 -0.0452951 -0.0582255 -0.0716008 0.000116077 0.0758021
internal_weight=0 18.3871 16.2461 14.7447 12.8075 896.079 2.78176
internal_count=24973 289 245 216 208 24684 1316
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=8
num_cat=0
split_feature=13 13 1 1 0 8 6
split_gain=1.54213 3.59544 4.44281 5.2137 3.24975 3.05466 2.85731
threshold=4.3812160103677487 3.3587406416001229 51501.500000000007 148204.50000000003 7.5000000000000009 0.043685913085937507 0.015663146972656253
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.14482048384179444 -0.0017660207785529761 -0.089302592897653355 0.04293183635548703 -0.075184280921052796 0.1280517762211146 -0.018572405954435565 0.022613912624558016
leaf_weight=1.3928842427267216 802.54184973497786 2.6499371173285899 27.031806803930976 3.283053274118628 5.3774905253608258 49.705638726365578 25.477884757269749
leaf_count=50 20834 61 1197 102 186 855 1692
internal_value=0 0.0106198 0.0356167 0.0448922 0.0570567 -0.00189637 -0.00461525
internal_weight=0 114.919 38.3423 35.6924 32.4093 76.5764 75.1835
internal_count=24977 4143 1546 1485 1383 2597 2547
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=8
num_cat=0
split_feature=1 4 1 1 2 2 4
split_gain=1.53763 4.41825 4.58679 5.16357 4.38084 3.38342 6.43218
threshold=41457.500000000007 12.472656250000002 43652.000000000007 43224.500000000007 2238.5000000000005 2944.5000000000005 10.230468750000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -4
right_child=1 4 5 -5 -6 -7 -8
leaf_value=-0.0031309203942886939 0.020093332438041622 -0.095282947128929013 -0.013619396848913241 0.11788952684040675 0.093191036397364424 0.0050940430856507733 -0.2253876828729231
leaf_weight=468.15360325180291 34.341315110159485 1.420355329637913 85.857314685783422 6.4057670955007771 9.3480341411022874 314.3647423322509 1.4582986381028593
leaf_count=8556 337 467 1446 80 8853 5138 70
internal_value=0 0.00504057 0.00350012 0.0354687 0.0683284 0.000257136 -0.0171572
internal_weight=0 453.196 442.427 40.7471 10.7684 401.68 87.3156
internal_count=24947 16391 7071 417 9320 6654 1516
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=8
num_cat=0
split_feature=6 1 3 6 6 6 3
split_gain=1.74797 3.38552 3.27364 9.60348 2.66959 3.95702 4.20092
threshold=0.0043392181396484384 52240.000000000007 101.50000000000001 0.0041179656982421884 0.0032386779785156254 0.0029687881469726567 27.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3
right_child=-2 4 3 -5 -6 -7 -8
leaf_value=0.0003731834228177575 0.0025152113590204903 0.13541723432058114 -0.021402669352198717 -0.41802201734173883 -0.063564885530388165 0.10746137405334831 -0.035963167643061074
leaf_weight=182.91772928045248 687.03763326838293 1.5259367115795672 3.7279463497325187 0.729702985001495 17.0046257560698 2.4784410080173975 22.735991998151803
leaf_count=1043 22912 7 356 30 256 44 309
internal_value=0 -0.00753825 -0.00169028 -0.0863577 -0.0325869 -0.0128867 -0.0251823
internal_weight=0 231.12 187.375 4.45765 43.745 26.7404 24.2619
internal_count=24957 2045 1429 386 616 360 316
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=8
num_cat=0
split_feature=8 0 5 11 9 9 3
split_gain=2.72782 4.10765 3.00911 2.53851 4.90613 2.26904 2.42561
threshold=0.38549804687500006 12.500000000000002 5.1587820053100593e-05 0.00082182884216308605 0.00045406818389892584 0.00066542625427246105 57.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0031397280511409869 -0.02287837089998174 0.092705412239373647 0.11443517824736721 -0.22412952439086667 0.073151661151478156 -0.12489437949649627 -0.080468098377604658
leaf_weight=892.47485354453465 11.746172356579345 2.4184166163822729 1.1267269954637402 2.1773644128697907 2.0146376397460699 2.5761369843094144 2.0976746661617653
leaf_count=24264 145 58 428 30 13 22 28
internal_value=0 -0.0309153 -0.0446696 -0.0533689 -0.0937622 -0.0513118 -0.00520827
internal_weight=0 24.1571 21.7387 20.612 8.86581 6.68845 4.11231
internal_count=24988 724 666 238 93 63 41
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=8
num_cat=0
split_feature=1 8 3 1 3 1 1
split_gain=2.69664 2.22273 1.43282 7.51736 5.39282 5.10453 7.02066
threshold=6778.5000000000009 0.034713745117187507 83.500000000000014 27235.500000000004 91.500000000000014 41685.500000000007 43652.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7
right_child=2 -3 3 4 5 6 -8
leaf_value=-0.11854592349344904 -0.0022691514961510131 -0.0110069487537846 0.065583365221170628 0.026353360866966321 -0.028511424496894547 0.060659132213811341 -0.00382305938151427
leaf_weight=3.443559024919522 606.01610085977518 4.3497092952893581 19.883154571353771 68.909225937084557 67.777346793067863 19.422410940407644 129.222122627923
leaf_count=24 8019 35 1858 1322 2187 475 11134
internal_value=0 -0.0585284 0.000544959 0.00613251 0.00198961 -0.00576787 0.0046025
internal_weight=0 7.79327 911.23 305.214 285.331 216.422 148.645
internal_count=25054 59 24995 16976 15118 13796 11609
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=8
num_cat=0
split_feature=4 4 2 9 7 12 2
split_gain=2.21073 3.67974 3.31618 3.69344 3.7129 3.63457 3.4046
threshold=0.98120117187500011 1.2446289062500002 10192.500000000002 0.00010159611701965333 4.8846006393432624e-05 1.0000000180025095e-35 2076.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -4 -3
right_child=1 2 5 4 -6 -7 -8
leaf_value=0.0064398978675341547 -0.026103859981226763 -0.20821336115508446 0.02627856743965978 -0.052183768109855255 0.0022507227235244059 -0.10905778764012369 -0.024444468627305871
leaf_weight=403.28220293981576 62.884000776795801 1.0273951431736339 57.825709397272931 13.02106516643107 332.29912601969295 2.0545282926616428 52.866615697112138
leaf_count=4238 705 12 2114 210 16819 235 686
internal_value=0 -0.00341765 -0.000310199 -0.00360181 0.000198084 0.0216344 -0.0279492
internal_weight=0 521.978 459.094 399.214 345.32 59.8802 53.894
internal_count=25019 20781 20076 17727 17029 2349 698
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=8
num_cat=0
split_feature=11 7 11 11 7 7 8
split_gain=1.27632 3.9625 3.99197 4.42948 4.81962 4.76649 5.57255
threshold=0.0011229515075683596 0.0005176067352294923 0.0013928413391113283 0.0030794143676757817 0.0004161596298217774 0.00015491247177124026 0.029319763183593753
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.0027791012063998585 -0.051395142799881423 0.0013143576722664521 -0.029712389575559363 -0.050513635641267374 -0.31051600163036219 0.11032235865198409 0.0028425775086497931
leaf_weight=590.23941189528068 32.400935238243619 244.58586260147695 20.090781161219638 5.2631139112049814 0.82435446285489877 7.1325027609209455 14.902599825780269
leaf_count=7407 325 15905 290 459 114 114 367
internal_value=0 -0.00502287 -0.0242501 -0.00600749 -0.0857398 0.00551488 0.037634
internal_weight=0 325.2 80.6143 48.2134 6.08747 42.1259 22.0351
internal_count=24981 17574 1669 1344 573 771 481
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=8
num_cat=0
split_feature=3 3 4 7 8 7 3
split_gain=1.49713 1.29804 4.42402 4.44598 4.23442 4.68174 4.91018
threshold=116.50000000000001 52.500000000000007 10.699218750000002 0.0025873184204101567 0.15753173828125003 0.019813537597656253 37.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.0084592490908247456 0.10020642173923407 -0.0025080610906441326 0.0056058702995957768 -0.15890694492915233 0.10427337103598289 0.10321875977938218 -0.25841211816995208
leaf_weight=283.86679623660166 1.4973276879693447 609.76282654075112 8.5601930798438861 4.7180243475340813 1.7046180255456422 0.57704479850144696 1.0734939567446415
leaf_count=1712 9209 12426 492 474 432 103 98
internal_value=0 0.000142893 0.00552211 -0.0446021 -0.0978373 -0.011952 -0.131985
internal_weight=0 910.263 300.5 16.6334 8.07318 3.35516 1.65054
internal_count=24946 15737 3311 1599 1107 633 201
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=8
num_cat=0
split_feature=7 7 11 3 11 9 3
split_gain=1.91259 6.80436 4.68997 6.14532 5.05929 4.80196 3.75086
threshold=0.00039112567901611334 0.00030648708343505865 0.00072455406188964855 93.500000000000014 0.00065541267395019542 0.00015324354171752932 40.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4
right_child=-2 -3 6 5 -6 -7 -8
leaf_value=-0.012435043500539171 0.0049066742578283027 -0.049580929654708422 0.022404948065569197 0.043197608289293643 0.063208720663497572 0.16821279751827209 -0.021071232598389861
leaf_weight=46.846758566913195 688.32861352509417 30.54305739033407 25.297620907105738 20.33627564194467 10.898523884010499 3.6191352562382226 92.043056882466772
leaf_count=350 21870 489 196 470 78 91 1428
internal_value=0 -0.00563335 0.00111049 0.0195065 0.00184177 0.0620871 -0.0116981
internal_weight=0 229.584 199.041 81.7007 57.7453 23.9554 117.341
internal_count=24972 3102 2613 989 428 561 1624
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=8
num_cat=1
split_feature=5 14 3 3 3 13 7
split_gain=1.89982 3.30607 2.95132 3.30583 4.19613 3.86952 3.92649
threshold=0.00014144182205200198 0 100.50000000000001 97.500000000000014 66.500000000000014 31.367211577036411 0.0048007965087890634
decision_type=2 1 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00065150164984818576 -0.096291794492750021 0.10384215742303311 0.1016526375301029 -0.11227256839102787 0.028033535889098012 0.03663944691416799 0.021769419106584153
leaf_weight=884.74936308785254 13.139334330138817 1.9543976551526601 1.6405758071775824 4.8524017011659444 10.486730895820072 4.1745674732228499 3.5855493508424834
leaf_count=11044 991 2237 6988 246 2236 278 1008
internal_value=0 -0.0229766 -0.0295209 -0.0354604 -0.0235837 -0.049484 -0.0709812
internal_weight=0 39.8336 37.8792 36.2386 31.3862 20.8995 16.7249
internal_count=25028 13984 11747 4759 4513 2277 1999
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=8
num_cat=0
split_feature=6 3 8 1 2 2 3
split_gain=1.94374 2.25409 3.00984 2.56002 3.03202 2.00875 3.78154
threshold=0.00062751770019531261 92.500000000000014 0.029319763183593753 36145.500000000007 7032.5000000000009 2457.5000000000005 20.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=-0.0046916157924333391 -0.052128691367240611 -0.016074846934368163 -0.19249573948320503 0.039915274522911541 -0.10982670729922475 0.00061183051439288284 0.020869325229694206
leaf_weight=8.4209768516011589 7.6656069950404335 2.1197668345193956 1.7781378537438284 6.1412148562958455 4.0680057266727081 789.86641615625126 95.533989326094343
leaf_count=46 73 35 36 40 18 22107 2552
internal_value=0 -0.0274154 -0.0965657 -0.0129455 -0.0389396 0.00232613 0.0154469
internal_weight=0 22.5281 3.8979 18.6302 12.489 893.066 103.2
internal_count=24907 175 71 104 64 24732 2625
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=8
num_cat=0
split_feature=7 13 3 7 13 5 5
split_gain=1.2878 3.63988 4.24531 1.49125 4.20687 5.11373 3.84889
threshold=0.045608520507812507 29.883692955599667 62.500000000000007 0.00084519386291503917 1.9527269624787842 2.4169683456420902e-05 2.5480985641479496e-05
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -6
right_child=1 -3 -4 -5 6 -7 -8
leaf_value=-0.18246229305779182 -0.041103157676847517 0.160454245026496 0.1197671002830426 -0.0052321043227425788 0.012098289459868232 0.068218149177044191 -0.0091483147916584101
leaf_weight=2.5483450464344055 5.703071137188088 1.8598206389606264 2.3023893455961115 538.09761459146262 227.02947498026151 1.1951855864172101 136.54003310886583
leaf_count=62 45 38 97 19221 2415 52 3004
internal_value=0 0.0344467 0.00516626 -0.00187905 0.00303302 -0.102428 0.00411903
internal_weight=0 9.86528 8.00546 905.411 367.313 3.74353 363.57
internal_count=24934 180 142 24754 5533 114 5419
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=8
num_cat=0
split_feature=7 7 3 9 9 7 4
split_gain=1.81907 2.96684 5.8393 8.3293 23.93 10.932 12.2513
threshold=0.00084519386291503917 0.0019106864929199221 103.50000000000001 0.00054955482482910167 0.0005557537078857423 0.0011057853698730471 1.0356445312500002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.0052641132687731252 -0.01427322191902854 0.00061042119668059736 -2.0938265035418859 -3.6688899269170996 0.099262287439953856 0.10108595787723118 -0.367726998100526
leaf_weight=367.10415782903647 144.04489932266006 398.82018436984777 0.045229936300528406 0.026161327636145759 0.046170545129825769 0.63341604173547239 0.4226873572306431
leaf_count=5540 1779 15988 84 15 620 681 253
internal_value=0 -0.00384567 -0.0160836 -0.238199 -1.27503 -0.169703 -0.536074
internal_weight=0 544.039 145.219 1.17367 0.0723319 1.10133 0.467917
internal_count=24960 19420 3432 1653 635 1018 337
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=8
num_cat=0
split_feature=8 11 4 4 3 3 8
split_gain=1.45239 4.77114 4.79895 5.19833 3.78024 4.52055 3.44371
threshold=0.19915771484375003 0.0028886795043945317 0.70239257812500011 0.12719726562500003 97.500000000000014 53.500000000000007 0.33898925781250006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=0.0026610717644771601 0.055676503162584025 0.10020975124601335 -0.003112516990800185 -0.035879775097706727 0.10604089227556296 -0.14008972830341371 -0.18595543869582756
leaf_weight=773.03347130106317 3.6617500645516001 3.9266545229456815 112.19460993096664 7.8410752189811381 1.8767626560329511 8.8741685944842157 0.51427308721031284
leaf_count=18424 26 3045 3263 54 83 73 12
internal_value=0 -0.00844567 -0.0116072 -0.0534659 -0.0743841 -0.0912072 0.0432167
internal_weight=0 138.889 134.963 22.768 19.1063 16.7152 2.39104
internal_count=24980 6556 3511 248 222 127 95
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=8
num_cat=0
split_feature=13 12 4 4 7 7 11
split_gain=2.01851 4.38445 3.60411 4.48674 6.6707 5.66487 4.03985
threshold=5.6735570151893144 2.5000000000000004 0.31555175781250006 2.8486328125000004 0.00046122074127197271 0.015785217285156253 0.0016217231750488283
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 -4
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.072142522643300927 -0.0010234629484669497 0.070102624567311242 0.0052737261929409612 -0.11902233463659527 0.076941325046373674 -0.021675753065366496 -0.057101195646148899
leaf_weight=9.4287980995923117 743.04732521279493 8.7686786789349735 105.56228042237126 2.4346149703878828 23.768796038732948 7.7153852093485957 11.515964063612044
leaf_count=218 15939 2930 1720 142 3338 486 145
internal_value=0 -0.000193856 0.0121621 0.00841652 0.040442 0.0527745 -0.000861669
internal_weight=0 751.816 160.426 150.997 33.9188 31.4842 117.078
internal_count=24918 18869 6049 5831 3966 3824 1865
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=8
num_cat=1
split_feature=0 0 6 6 4 14 5
split_gain=2.10532 1.65515 2.48303 2.32119 2.18662 2.03915 2.09975
threshold=9.5000000000000018 11.500000000000002 0.0055446624755859384 0.0068569183349609384 0.83520507812500011 0 1.922249794006348e-05
decision_type=2 2 2 2 2 1 2
left_child=-1 2 -2 -4 -3 -6 -7
right_child=1 4 3 -5 5 6 -8
leaf_value=0.00015345005687114602 -0.09625570158768415 -0.090602060892098671 0.16828022739799334 0.043865254974171208 0.036767425691956679 -0.11803289922242395 0.11001723872938921
leaf_weight=891.98269289109862 1.1396727046303592 2.2048413761513066 1.6655706404490072 15.026397494902083 10.150735881917853 1.8053555580408986 0.51968796874461975
leaf_count=23879 19 72 25 542 298 78 148
internal_value=0 0.0260599 0.0465321 0.0562834 0.00119267 0.0174181 -0.0670486
internal_weight=0 32.5123 17.8316 16.692 14.6806 12.4758 2.32504
internal_count=25061 1182 586 567 596 524 226
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=8
num_cat=0
split_feature=2 1 2 1 3 1 1
split_gain=1.25943 3.2962 3.38408 2.32361 2.41051 6.49164 4.42987
threshold=8859.0000000000018 23635.500000000004 9689.0000000000018 25459.500000000004 99.500000000000014 51299.500000000007 56474.500000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7
right_child=1 3 -4 4 5 6 -8
leaf_value=-0.0024457032633192844 0.0089285703075142869 -0.084989133015189289 0.16278701398783224 0.0095256601607798148 -0.066672486523741969 0.13847754734369352 -0.013238540432810498
leaf_weight=704.67858639538997 3.0452033073852354 2.8722680815940285 2.6942428401525831 175.30002276458254 14.022152497433582 3.1497153571995096 4.9465388783371509
leaf_count=20716 30 31 25 1937 420 256 1568
internal_value=0 0.00644253 0.0811602 0.00430129 0.00560056 -0.0255073 0.0457871
internal_weight=0 206.03 5.73945 200.291 197.418 22.1184 8.09625
internal_count=24983 4267 55 4212 4181 2244 1824
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=8
num_cat=0
split_feature=4 9 11 11 0 13 4
split_gain=2.01276 2.15033 2.07634 2.31971 1.61711 1.85316 1.53772
threshold=27.476562500000004 0.00057768821716308605 0.0021333694458007817 0.0021085739135742192 2.5000000000000004 24.18452747509069 71.406250000000014
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.0017788272246421521 0.10200495816161564 -0.055692964570401293 0.10189154046055385 -0.49670371311011385 0.10262680164495652 0.10212789350046277 -0.15897085597660066
leaf_weight=902.72949716315179 3.8813059158819652 0.46132566628011762 0.28961940137378439 0.16056620628569362 1.6078570773146337 0.67738352674132318 1.0242136487772766
leaf_count=12719 2959 116 67 7 8156 670 284
internal_value=0 0.0482849 -0.00111567 -0.169787 0.0280423 -0.0321881 -0.101451
internal_weight=0 8.10227 4.22097 0.621892 3.59907 1.99122 1.31383
internal_count=24978 12259 9300 123 9177 1021 351
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=8
num_cat=0
split_feature=1 4 9 4 1 1 1
split_gain=1.13294 3.65415 6.56781 5.00756 4.0531 3.12338 2.99974
threshold=20248.500000000004 11.261718750000002 0.00041210651397705084 14.292968750000002 14246.500000000002 19218.500000000004 21147.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -2
right_child=6 3 -4 5 -6 -7 -8
leaf_value=-0.017044777313173519 0.056134273026254539 -0.065287318667790459 0.054524026398558516 0.0070824670084325778 -0.30054677320682827 -0.18952026558219168 -0.00044409279597137913
leaf_weight=75.518362650276686 9.48018011663771 1.5192933981816152 15.444564787612761 5.577333494141385 1.4139478806173427 0.9446038329597285 810.60343333344235
leaf_count=564 186 25 204 1097 26 128 22739
internal_value=0 -0.0110433 -0.00489292 -0.0702098 -0.178717 -0.0214007 0.000209973
internal_weight=0 100.418 90.9629 9.45518 2.93324 6.52194 820.084
internal_count=24969 2044 768 1276 51 1225 22925
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=8
num_cat=0
split_feature=2 4 4 7 7 7 7
split_gain=2.86878 9.60706 4.04156 3.24691 3.87575 3.17681 3.07996
threshold=2440.5000000000005 9.2500000000000018 2.5273437500000004 0.0083961486816406267 0.040924072265625007 0.0022516250610351567 0.0026712417602539067
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=0.031463286456154142 -0.003167126436693612 -0.1112002568578081 0.05847394077975257 0.10598829266885475 -0.19022376042416475 -0.11598133554202701 -0.002884615256097589
leaf_weight=35.342477221965964 816.4025987734301 7.4749093718164641 25.860611080321178 1.6360305098824031 0.60468751959069766 2.6615468006057226 25.239320510027028
leaf_count=450 22387 952 360 460 28 26 287
internal_value=0 0.0148729 0.0251688 -0.0795501 0.0260317 0.0115498 -0.0136748
internal_weight=0 98.8196 89.104 9.71563 2.24072 63.2433 27.9009
internal_count=24950 2563 1123 1440 488 763 313
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=8
num_cat=0
split_feature=13 13 3 13 3 7 6
split_gain=2.05154 6.48305 4.2341 3.16409 3.18138 4.2527 5.2072
threshold=7.795404392566943 7.7098244472240411 57.500000000000007 6.9997763989238395 101.50000000000001 0.0011057853698730471 0.018501281738281253
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.0019102322564938036 0.0026621764824895392 0.021187005511885806 -0.25956162894042051 -0.029597907047223201 -0.25476960590702608 0.10747081310294407 -1.1135547207168572
leaf_weight=221.02409652387337 652.93887839003492 0.79148234755120883 1.6710777549169504 33.765080674005731 0.50792524600365041 0.26534044450681904 0.081731885456065356
leaf_count=8043 15748 20 86 480 82 419 61
internal_value=0 -0.00786892 -0.169336 -0.0063133 -0.0344232 -0.224884 -0.374422
internal_weight=0 258.107 2.46256 255.644 34.6201 0.854998 0.589657
internal_count=24939 9191 106 9085 1042 562 143
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=8
num_cat=0
split_feature=12 2 0 3 12 2 2
split_gain=1.8975 2.49902 1.97359 2.7405 1.88607 12.4187 10.9045
threshold=6.5000000000000009 5012.5000000000009 6.5000000000000009 95.500000000000014 4.5000000000000009 2835.5000000000005 2646.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.00053806742833181949 0.085060518025288523 0.043494288475127846 -0.17246108076047609 0.05089902494771649 -0.15210321034121788 0.059245213661053044 -0.8534783554051325
leaf_weight=904.84842011408455 5.9393428492714957 3.0139989158772096 1.3272581175551752 0.93673431285264985 0.77016188595643986 2.216391877725755 0.3110277313971892
leaf_count=20711 2108 1557 77 151 71 334 14
internal_value=0 0.0405681 -0.00950086 -0.0800497 -0.000813201 -0.0762994 -0.354091
internal_weight=0 11.2173 5.27799 2.26399 908.146 3.29758 1.08119
internal_count=25023 3893 1785 228 21130 419 85
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=8
num_cat=0
split_feature=9 11 5 4 4 3 4
split_gain=2.14926 3.74537 2.72185 2.91964 3.19991 3.02624 2.71182
threshold=9.8675489425659193e-05 0.0007884502410888673 1.2814998626708986e-06 0.34802246093750006 0.030158996582031253 30.500000000000004 0.30017089843750006
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 -3
right_child=-2 2 3 5 -6 -7 -8
leaf_value=-0.002650482325324781 0.0017375522145900023 -0.030403107357285769 -0.09263335679131679 0.04333976810804234 0.056295739063651908 -0.062513645225696676 0.11461420520585071
leaf_weight=171.75127304184753 699.02392598908 2.897197641341335 1.9852417842048442 2.9395281923934808 5.2762493905247538 33.218355750081173 2.3231983561472589
leaf_count=2062 22357 19 22 17 93 383 30
internal_value=0 -0.00958793 -0.0340844 -0.0422869 0.0155763 -0.0539076 0.0341356
internal_weight=0 220.391 48.6398 43.4194 7.26149 36.1579 5.2204
internal_count=24983 2626 564 515 115 400 49
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
sum_completeness=149
gc_var=132
codon_pca=116
sum_len=110
tetra_pca=105
skew_var=101
cpg_max_min=92
cpg_var=89
min_len=78
skew_max_min=69
redundunt_protein=68
min_contig_rate=67
num_seqs=31
redundunt_cat=10
overlap_singl_like_gene=8
overlap_sp_one_or_no=7

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 8]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.88745]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 1]
[bagging_seed: 7719]
[feature_fraction: 0.58]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2437]
[extra_trees: 0]
[extra_seed: 11797]
[early_stopping_round: 150]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 4.54792e-05]
[lambda_l2: 0.000361657]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 21238]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 38]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 0]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: 14,15]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 8855]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
