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=967 986 977 996 1002 989 997 979 995 981 987 989 989 985 1018 996 983 986 980 1013 1005 985 985 1001 999 986 987 1003 1005 1004 1000 992 998 994 993 1018 985 979 989 989 990 990 994 998 996 984 998 996 985 995 1002 980 992 997 997 998 994 997 981 997 985 985 989 993 991 992 993 984 983 992 978 996 982 985 992 991 989 995 996 977 993 997 986 993 984 995 989 996 988 981 989 979 989 979 977 963 989 993 984 989 988 981 993 989 978 979 983 990 981 980 994 995 993 981 983 981 983 986 994 988 976 968 991 982 991 972 977 992 996 991 968 976 987 974 997 969 994 981 1013 968 983 979 995 973 976 977 977 979 979 989 991 1002 991 1001 985 976 994 993 994 988 993 998 1009 992 984 978 988 983 987 978 978 980 976 975 975 976

Tree=0
num_leaves=8
num_cat=0
split_feature=3 6 12 5 5 3 12
split_gain=5640.35 4090 4090.23 248.193 188.057 86.8778 74.9268
threshold=102.50000000000001 0.022727966308593753 1.5000000000000002 6.3925981521606459e-05 0.00023728609085083011 94.500000000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 -1
right_child=-2 4 -4 -5 -6 -7 -8
leaf_value=0.78269197426319548 1.1492223282314373 1.0183197206340335 1.1295296666893282 0.89335597140267453 1.1463116351828084 0.73285763365973677 0.94000281941624042
leaf_weight=1041.7535944283009 1989.1744031310081 139.16034919023514 438.33560970425606 191.58910819888115 655.65184128284454 404.03277853131294 31.184391975402832
leaf_count=5345 10206 714 2249 983 3364 2073 160
internal_value=1.01875 0.930606 0.857686 0.786272 1.1239 0.772381 0.787264
internal_weight=0 2901.71 2106.9 1668.56 794.812 1476.97 1072.94
internal_count=25094 14888 10810 8561 4078 7578 5505
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=3 11 10 8 0 11 3
split_gain=4768.2 1215.94 819.823 334.917 285.933 165.46 102.125
threshold=102.50000000000001 0.0029554367065429692 1.0000000180025095e-35 0.081756591796875014 2.5000000000000004 0.0017523765563964846 94.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -5 -1
right_child=-2 4 -4 5 -6 -7 -8
leaf_value=-0.14857236798138337 0.12611655658826443 -0.060006857043966237 0.038557001172341808 -0.10966515979918134 0.1002359174742304 -0.01083937954932232 -0.21508749932187318
leaf_weight=846.55081015825272 1866.5644649416208 153.91017340123653 330.72134436666965 727.60632689297199 402.72792637348175 220.83363702893257 317.36914330720901
leaf_count=4054 10215 777 1716 3524 2170 1110 1480
internal_value=0 -0.0774537 -0.107844 -0.130765 0.0559288 -0.0866547 -0.166709
internal_weight=0 2999.72 2443.08 2112.36 556.638 948.44 1163.92
internal_count=25046 14831 11884 10168 2947 4634 5534
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=0
split_feature=4 3 10 3 4 9 8
split_gain=4118.76 2871.46 802.587 106.389 87.5344 99.1738 66.513
threshold=10.699218750000002 103.50000000000001 1.0000000180025095e-35 91.500000000000014 5.1074218750000009 0.00011560320854187013 0.065032958984375014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.09646677980546893 0.11924329120592381 0.11649704930704728 0.027113827226155324 -0.17925781047787004 -0.051513970999271165 -0.18791345162574682 -0.13221016251719081
leaf_weight=394.16421991586685 1823.7149214744568 638.30686897039413 310.08804169297218 642.3764591217041 128.76747539639473 385.64259122312069 482.64963085949421
leaf_count=1801 10323 3740 1641 2875 600 1735 2234
internal_value=0 -0.0715354 -0.122746 -0.145597 -0.130055 -0.138066 -0.15695
internal_weight=0 2982 2343.69 2033.6 1391.22 1262.46 868.292
internal_count=24949 14626 10886 9245 6370 5770 3969
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=1
split_feature=3 6 15 6 7 6 3
split_gain=3376.03 2212.91 2434.31 212.215 116.451 50.9503 33.1309
threshold=102.50000000000001 0.026573181152343753 0 0.014934539794921877 0.0025873184204101567 0.035324096679687507 107.50000000000001
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 -4 -5 -3 -2
right_child=6 5 3 4 -6 -7 -8
leaf_value=0.10799317239716606 0.079435868189284595 0.046409071755153894 -0.16378242315262459 -0.12545884468064122 -0.0062727280687422705 0.12072218747887442 0.12340768222419103
leaf_weight=446.07066749036312 194.90993505716324 112.34777942299843 1695.6372906565666 202.69420573115349 137.647127866745 516.03371749818325 1417.7705230712891
leaf_count=2301 1206 593 7281 904 658 3063 8900
internal_value=0 -0.0601992 -0.10264 -0.148588 -0.0772555 0.107436 0.118093
internal_weight=0 3110.43 2482.05 2035.98 340.341 628.381 1612.68
internal_count=24906 14800 11144 8843 1562 3656 10106
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 0 4 11 0 5
split_gain=3049.47 1306.99 254.425 187.913 68.2874 58.2698 55.6287
threshold=12.472656250000002 0 2.5000000000000004 4.5097656250000009 0.00096535682678222667 2.5000000000000004 6.7800283432006849e-05
decision_type=2 1 2 2 2 2 2
left_child=1 2 6 4 -4 -3 -1
right_child=-2 5 3 -5 -6 -7 -8
leaf_value=-0.14507685610565399 0.11477223691026597 -0.062669505485735605 -0.061649182244364768 0.013097185051466113 -0.10578249854754801 0.079536093217861217 -0.059928657881962458
leaf_weight=706.9218692034483 1568.7774256318808 30.279553592205048 796.2491387873888 248.93141333758831 626.41539222002029 595.39647541940212 86.069525897502899
leaf_count=3011 10132 162 3626 1297 2812 3681 400
internal_value=0 -0.0564191 -0.0891864 -0.0670567 -0.0810816 0.072654 -0.135835
internal_weight=0 3090.26 2464.59 1671.6 1422.66 625.676 792.991
internal_count=25121 14989 11146 7735 6438 3843 3411
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=0
split_feature=3 5 12 5 12 7 5
split_gain=2586.31 1487.8 1801.17 115.079 105.958 74.5832 56.7131
threshold=102.50000000000001 0.00017994642257690432 2.5000000000000004 8.0615282058715834e-05 1.0000000180025095e-35 0.0081596374511718767 0.00027406215667724615
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -3
right_child=-2 6 -4 5 -6 -7 -8
leaf_value=-0.12965383629347851 0.11315940813720647 0.020161286737103885 0.1146222365307898 -0.075240166301363987 -0.017642424705052614 0.079375967659375074 0.11249976113814913
leaf_weight=1879.5439484715462 1432.8634525090456 77.352203011512756 395.68626797199249 147.71295487880707 88.424890995025635 39.551751270890236 474.76319648325443
leaf_count=7737 10143 417 2164 673 407 201 3210
internal_value=0 -0.0492743 -0.0814883 -0.117493 -0.124621 -0.0425839 0.099563
internal_weight=0 3103.04 2550.92 2155.23 1967.97 187.265 552.115
internal_count=24952 14809 11182 9018 8144 874 3627
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=0
split_feature=12 9 0 8 12 9 9
split_gain=1119.82 1848.06 330.565 147.351 159.199 73.9496 68.0781
threshold=2.5000000000000004 0.00034987926483154302 2.5000000000000004 0.11318969726562501 1.0000000180025095e-35 0.00020140409469604495 0.00070118904113769542
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -4
right_child=-2 2 6 5 -6 -7 -8
leaf_value=-0.10540855353662276 0.11161387146555478 -0.022275937451468417 0.062439688799368231 -0.080008788492358235 0.058530242341220132 -0.0097104351193043198 0.11063295344025391
leaf_weight=1443.7732902020216 767.23515984416008 354.45258390903473 555.04207895696163 265.38160826265812 61.768704921007156 343.10318319499493 621.12734365463257
leaf_count=6171 5092 1923 3683 1208 314 1846 4787
internal_value=0 -0.0213072 0.0623786 -0.0818983 -0.0986825 -0.0403701 0.0878903
internal_weight=0 3644.65 1530.62 2114.03 1505.54 608.485 1176.17
internal_count=25024 19932 10393 9539 6485 3054 8470
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=4 12 4 8 6 12 9
split_gain=2123.86 2094.56 315.714 65.9668 61.5178 51.5146 44.2386
threshold=12.472656250000002 1.5000000000000002 4.3300781250000009 0.10128784179687501 0.022727966308593753 1.0000000180025095e-35 0.00064682960510253917
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -5
right_child=-2 -3 3 6 -6 -7 -8
leaf_value=-0.11437604989839244 0.10854861877159819 0.10278567316791497 -0.052070861642446391 0.047167119566823679 -0.01164414175237239 -0.018714723017980911 -0.1166597972597746
leaf_weight=1778.8294716328382 1308.3262686282396 734.18521947413683 175.36115571856499 179.84528245031834 64.040455020964146 58.133346445858479 18.145492538809776
leaf_count=7341 10109 5123 808 970 330 266 83
internal_value=0 -0.0440714 -0.0914784 -0.00740672 -0.10799 -0.111349 0.0321525
internal_weight=0 3008.54 2274.36 373.352 1901 1836.96 197.991
internal_count=25030 14921 9798 1861 7937 7607 1053
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=6 12 6 5 9 12 12
split_gain=1661.48 1675.32 139.225 67.1407 58.8413 34.0606 26.5171
threshold=0.023124694824218753 1.5000000000000002 0.013263702392578127 0.00023728609085083011 0.00026214122772216802 2.5000000000000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -2 -4 -3 -1
right_child=3 5 4 -5 -6 -7 -8
leaf_value=-0.094999284232714809 0.049455279714605699 0.014693652672377801 -0.061879770173676463 0.10986834184965211 0.0086351084611411954 0.10756509698423355 -0.017595258831945616
leaf_weight=1729.2883822917938 224.64738351106644 42.209779560565948 285.95749565213919 1015.7384645715356 201.88012810796499 612.93137183785439 45.421620786190033
leaf_count=7249 1499 248 1255 8730 1100 4646 210
internal_value=0 -0.0392372 -0.0800125 0.0989269 -0.0326989 0.101582 -0.0930182
internal_weight=0 2917.69 2262.55 1240.39 487.838 655.141 1774.71
internal_count=24937 14708 9814 10229 2355 4894 7459
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=8
num_cat=0
split_feature=4 12 4 12 6 1 1
split_gain=1620.52 1449.31 187.552 89.8581 51.5766 42.4047 34.1248
threshold=12.472656250000002 2.5000000000000004 5.5839843750000009 1.0000000180025095e-35 0.018165588378906253 50545.000000000007 91184.000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -5
right_child=-2 -3 5 6 -6 -7 -8
leaf_value=-0.093464247234123166 0.10345044978597594 0.10123430422383915 -0.024077692483068194 0.04475338601396766 -0.035013160397827446 0.058973204632629533 -0.086152727884102928
leaf_weight=1769.9864228591323 1138.9164285063744 599.44917587190866 176.07854563742876 72.451514385640621 165.03894793987274 94.459475740790367 27.461078554391861
leaf_count=7323 10117 4871 831 377 795 555 130
internal_value=0 -0.0372872 -0.0733043 -0.083704 -0.0884789 0.0049199 0.00877348
internal_weight=0 2904.93 2305.48 2034.94 1935.03 270.538 99.9126
internal_count=24999 14882 10011 8625 8118 1386 507
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=3 6 12 3 6 7 1
split_gain=1534.68 721.751 728.687 72.2974 51.0419 65.0322 37.1382
threshold=103.50000000000001 0.029136657714843753 2.5000000000000004 91.500000000000014 0.011577606201171877 0.0069103240966796884 26767.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5
right_child=-2 -3 -4 6 5 -7 -8
leaf_value=-0.074785178408482519 0.10645851611395865 0.092219621785800301 0.092860786127474004 -0.025251610543871768 -0.053400867262130974 0.042786640268434026 -0.10897556337683544
leaf_weight=1063.5183061957359 1029.9285407811403 381.70333712548018 292.37344655394554 57.820521771907806 355.78115195780993 87.594942599534988 633.07193692773581
leaf_count=4381 9974 3513 2201 253 1544 445 2678
internal_value=0 -0.0358253 -0.0554526 -0.0751829 -0.0629019 -0.0343977 -0.101969
internal_weight=0 2871.86 2490.16 2197.79 1506.89 443.376 690.892
internal_count=24989 15015 11502 9301 6370 1989 2931
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=4 12 4 5 11 7 11
split_gain=1236.42 1043.66 174.052 45.9076 36.0062 34.2637 28.1011
threshold=14.292968750000002 1.5000000000000002 4.8730468750000009 0.00010994076728820802 0.0017333030700683596 0.0027151107788085942 0.0029554367065429692
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -5
right_child=-2 -3 5 6 -6 -7 -8
leaf_value=-0.069770241880769801 0.10116324376095219 0.091015474810885399 -0.028114231914941942 0.023966084955308577 -0.1064734206791047 0.03510980404871792 -0.15426004747870978
leaf_weight=1503.0266910940409 949.30973256379366 562.51970604807138 167.16493832319975 69.479992084205151 325.09550510346889 175.92845056951046 10.137091323733328
leaf_count=6370 9823 5145 823 353 1385 1011 51
internal_value=0 -0.0308188 -0.0612672 -0.0730599 -0.0762972 0.00430523 0.00127313
internal_weight=0 2813.35 2250.83 1907.74 1828.12 343.093 79.6171
internal_count=24961 15138 9993 8159 7755 1834 404
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=4 12 4 12 0 7 5
split_gain=1103.6 868.259 155.538 55.4164 46.9911 44.2561 36.3532
threshold=16.304687500000004 2.5000000000000004 5.5839843750000009 1.0000000180025095e-35 2.5000000000000004 0.0029592514038085942 0.00010454654693603517
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 -1
right_child=-2 -3 4 5 -6 -7 -8
leaf_value=-0.071360577107678291 0.10211392808211242 0.093007090017744723 -0.051282839447342646 0.065938017050996361 0.033781262576264015 -0.071204466697840696 -0.0059728633670176733
leaf_weight=1786.5042502135038 848.44127003103495 487.86385384947062 89.760572582483292 56.927485644817352 234.86642239242792 40.108476705849171 89.274722203612328
leaf_count=7647 9587 4916 419 294 1437 199 453
internal_value=0 -0.0281534 -0.0538819 -0.0644366 0.0102607 0.00925196 -0.0682486
internal_weight=0 2785.31 2297.44 1972.81 324.627 97.036 1875.78
internal_count=24952 15365 10449 8593 1856 493 8100
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=8
num_cat=0
split_feature=3 5 12 3 5 8 5
split_gain=1137.61 487.418 413.605 52.7554 38.5912 54.3924 23.5026
threshold=104.50000000000001 0.00027406215667724615 2.5000000000000004 92.500000000000014 3.5554170608520515e-05 0.14447021484375003 0.0001603960990905762
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=-0.058189484160053755 0.10523357368051443 0.094799401345977252 0.080348999174448515 -0.082063885326375485 -0.043417956071467 0.038610237719685983 -0.135269207570065
leaf_weight=1070.6561021953821 816.05491925030947 282.1809923350811 251.02953635156155 655.37673441320658 319.26859893649817 108.24396400898695 5.1588473841547957
leaf_count=4555 9694 3332 2317 2961 1425 602 45
internal_value=0 -0.0295491 -0.0441104 -0.0583997 -0.0480477 -0.0226488 0.0760069
internal_weight=0 2691.91 2409.73 2153.55 1498.17 427.513 256.188
internal_count=24931 15237 11905 9543 6582 2027 2362
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=1
split_feature=5 15 5 5 7 7 9
split_gain=748.442 607.115 106.248 35.9226 74.3507 30.9059 23.4087
threshold=0.00023728609085083011 0 0.00010454654693603517 1.7732381820678714e-05 0.0048694610595703134 0.0011305809020996096 8.1986188888549818e-05
decision_type=2 1 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 -3
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.087008543761076251 0.098216456592291307 -0.026906319537558683 -0.03057728282750613 -0.050051749550794999 0.016916863628111001 0.051196510828231706 -0.066443105170347655
leaf_weight=423.07945497334003 639.51705111563206 175.89515417814255 67.87113344669342 700.64019288867712 217.17005324363708 144.86883583664894 1007.6219606101513
leaf_count=4925 8731 789 364 3223 1183 1161 4511
internal_value=0 -0.0219402 -0.0420535 -0.0490531 -0.0342058 0.0251079 -0.0605671
internal_weight=0 2737.15 2314.07 2101.33 917.81 212.74 1183.52
internal_count=24887 16156 11231 9706 4406 1525 5300
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 6 12 7
split_gain=661.747 538.768 67.3523 94.3706 35.4647 32.5819 41.288
threshold=0.026573181152343753 2.5000000000000004 2.6077032089233402e-05 0.0067958831787109384 0.038955688476562507 1.0000000180025095e-35 0.0029592514038085942
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -7
right_child=4 -3 3 -5 -6 6 -8
leaf_value=-0.056477800680428653 0.051178950602012968 0.089039493931544589 -0.033783586014121202 0.050503111258455247 0.10370241416763822 0.084367012793326979 -0.064584814215844374
leaf_weight=1329.4889259412885 172.74779627099633 381.67259545624256 665.44096414744854 165.96736343950033 502.53505716845393 38.037021793425083 36.434260286390781
leaf_count=6002 1789 4775 3230 1068 7730 203 174
internal_value=0 -0.0207661 -0.0395146 -0.0169581 0.0902661 -0.0528723 0.0114939
internal_weight=0 2617.04 2235.37 831.408 675.283 1403.96 74.4713
internal_count=24971 15452 10677 4298 9519 6379 377
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=4 12 4 12 0 6 7
split_gain=676.218 447.457 99.5447 49.52 41.026 26.5756 25.9544
threshold=16.304687500000004 2.5000000000000004 3.8466796875000004 1.0000000180025095e-35 2.5000000000000004 0.030342102050781253 0.0012955665588378908
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 -5
right_child=-2 5 4 6 -6 -7 -8
leaf_value=-0.052591207799750017 0.094731130228911636 0.085585483965526288 -0.041116312630898197 0.080193601207269885 0.023604145162520518 -0.097706539412328833 -0.025420761418137563
leaf_weight=1633.575158201158 638.07222041487694 360.64168782159686 141.19968435168266 42.254127450287342 319.71116633713245 8.0874264016747457 51.784144558012486
leaf_count=7423 9619 4829 662 230 1922 95 247
internal_value=0 -0.0203434 -0.0375133 -0.0485291 0.00377706 0.0815652 0.0220349
internal_weight=0 2557.25 2188.52 1727.61 460.911 368.729 94.0383
internal_count=25027 15408 10484 7900 2584 4924 477
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=6 12 6 8 6 9 8
split_gain=519.52 389.926 43.3863 46.636 35.594 29.9888 21.6858
threshold=0.026573181152343753 2.5000000000000004 0.010112762451171877 0.16107177734375003 0.039596557617187507 8.3416700363159193e-05 0.17352294921875003
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -3
right_child=4 6 3 -5 -6 -7 -8
leaf_value=-0.0071113139116832777 0.046638011909621406 0.095889577047507821 -0.029967032910668351 0.023620441972066926 0.10154007611769381 -0.051097508748931597 0.032534582467149152
leaf_weight=179.24668930470943 164.06151406466961 261.9332590252161 632.81135173514485 218.47084509581327 421.40081270039082 1145.7729447260499 68.067947030067444
leaf_count=842 1851 3790 3109 1337 7690 5356 971
internal_value=0 -0.0184705 -0.0338298 -0.0162145 0.0861552 -0.0451471 0.0828217
internal_weight=0 2506.3 2176.3 851.282 585.462 1325.02 330.001
internal_count=24946 15405 10644 4446 9541 6198 4761
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=3 12 9 3 1 7 7
split_gain=732.253 139.29 84.3616 54.4692 40.8442 36.1973 27.0458
threshold=104.50000000000001 2.5000000000000004 0.00078892707824707042 94.500000000000014 28530.000000000004 0.023674011230468753 0.0020608901977539067
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -3
right_child=-2 6 5 4 -6 -7 -8
leaf_value=-0.024417480253811293 0.10166996542262954 0.09331235872486944 0.073906166720914573 0.023714985126497428 -0.069626468621930324 -0.049943422362111765 0.015959523071459772
leaf_weight=1528.4547826536 595.02628637105227 108.10130861774087 107.33535202220082 51.6784189902246 504.78988819569349 30.248859662562609 77.683409802615643
leaf_count=7876 9650 1393 1854 281 2618 266 996
internal_value=0 -0.0222121 -0.0291653 -0.0341702 -0.060958 0.0466769 0.0609684
internal_weight=0 2408.29 2222.51 2084.92 556.468 137.584 185.785
internal_count=24934 15284 12895 10775 2899 2120 2389
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=1
split_feature=3 15 9 3 11 9 7
split_gain=645.648 103.276 71.5935 47.5018 42.8145 36.9232 25.522
threshold=104.50000000000001 0 0.00088667869567871105 95.500000000000014 0.0022573471069335942 0.00018268823623657229 0.0053386688232421884
decision_type=2 1 2 2 2 2 2
left_child=1 5 3 6 -4 -1 -3
right_child=-2 2 4 -5 -6 -7 -8
leaf_value=0.071670931812713792 0.099633490367683541 -0.029953529762152889 -0.13637460065390825 -0.058277189850741068 0.074353329103141283 -0.010901294393700101 0.0003093024156858492
leaf_weight=155.29593002051115 552.55913657322526 1179.6850094646215 10.731357447803019 499.62110440060496 94.913253024220467 83.149306546896696 364.86423423886299
leaf_count=1814 9707 6026 49 2686 1738 847 2137
internal_value=0 -0.0203169 -0.0271995 -0.0314746 0.0529472 0.041151 -0.0228046
internal_weight=0 2388.26 2149.81 2044.17 105.645 238.445 1544.55
internal_count=25004 15297 12636 10849 1787 2661 8163
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=1
split_feature=3 4 15 9 4 11 3
split_gain=577.574 324.065 141.822 51.8614 39.4558 36.7808 44.5561
threshold=107.50000000000001 20.789062500000004 0 0.00058484077453613292 7.3769531250000009 0.0025243759155273442 40.500000000000007
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.052403426275699008 0.10381728459134242 0.09013960368156454 0.0016240529968524851 -0.11416361841132572 0.0091663585401918195 -0.093602925156836533 -0.043505388274108769
leaf_weight=179.36066181957722 456.68406070396304 245.19902810826898 261.45247849822044 87.640921656042337 179.23517728596926 119.70677797496319 1340.0630914643407
leaf_count=2583 8916 3974 1204 418 991 552 6329
internal_value=0 -0.0188247 -0.0311515 -0.0387583 -0.0354848 -0.0401344 -0.0361379
internal_weight=0 2412.66 2167.46 1988.1 1900.46 1721.22 1601.52
internal_count=24967 16051 12077 9494 9076 8085 7533
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=0
split_feature=4 12 4 1 12 11 2
split_gain=427.528 213.785 67.3237 39.1169 31.2281 34.3796 38.6648
threshold=19.929687500000004 2.5000000000000004 5.5839843750000009 49629.000000000007 1.0000000180025095e-35 0.00072455406188964855 7541.0000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.013858121352913703 0.094657807155071896 0.069884069878072996 -0.0083206514231181309 0.06407805677873249 0.022080623862406307 -0.035220799830269663 -0.077544654109909517
leaf_weight=483.72747696191072 424.3019198179245 266.827746424824 223.49883110821247 112.038389634341 97.065981738269329 884.04574286937714 285.57183549553156
leaf_count=2311 9146 4945 1329 981 498 4321 1440
internal_value=0 -0.0143979 -0.025179 0.0158538 -0.0330446 -0.036281 -0.0455545
internal_weight=0 2352.78 2085.95 335.537 1750.41 1653.35 1169.62
internal_count=24971 15825 10880 2310 8570 8072 5761
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=2
split_feature=4 15 4 15 8 6 9
split_gain=374.178 167.929 55.5327 33.6628 31.6757 27.8061 25.0725
threshold=20.789062500000004 0 4.3300781250000009 1 0.15960693359375003 0.033340454101562507 0.00070929527282714855
decision_type=2 1 2 1 2 2 2
left_child=1 5 3 -3 -4 -1 -6
right_child=-2 2 4 -5 6 -7 -8
leaf_value=0.06941202921803051 0.09336721226423321 0.025908872945394547 -0.0092684096822132963 -0.03444149812437157 0.06138308095613218 -0.16822342473529778 -0.096565493213535733
leaf_weight=248.27885800972581 383.45747821778059 94.149907752871513 295.14242916181684 1556.1020352914929 126.58287734165788 5.0232888534665099 10.916371885687111
leaf_count=4913 9038 483 1766 7665 1031 69 69
internal_value=0 -0.0132145 -0.0225812 -0.0310501 0.00920016 0.062242 0.0488429
internal_weight=0 2336.2 2082.89 1650.25 432.642 253.302 137.499
internal_count=25034 15996 11014 8148 2866 4982 1100
cat_boundaries=0 1 2
cat_threshold=8 6
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=1
split_feature=3 4 15 7 6 4 1
split_gain=456.297 208.359 76.679 62.9115 45.5625 29.0495 25.8685
threshold=107.50000000000001 25.468750000000004 0 0.0020608901977539067 0.014286041259765627 6.0957031250000009 50545.000000000007
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7
right_child=-2 -3 5 4 -6 6 -8
leaf_value=0.088333017535424094 0.10267163216086324 0.089041641308536118 -0.035792668539379728 0.012771917745481379 -0.15923398279149073 -0.018406893415011526 0.053522766483809769
leaf_weight=105.31602443009615 378.48240323737264 174.54870508983731 1640.3137594014406 67.715618457645178 19.932885244488716 194.62020907178521 67.283022664487362
leaf_count=1665 8955 3768 7968 892 272 1046 451
internal_value=0 -0.0159299 -0.024675 0.0344578 -0.0263458 -0.0306934 7.18899e-05
internal_weight=0 2269.73 2095.18 192.965 87.6485 1902.22 261.903
internal_count=25017 16062 12294 2829 1164 9465 1497
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=5 12 11 5 7 7 2
split_gain=248.834 135.678 26.9475 29.5215 37.9319 23.6474 21.7036
threshold=0.00027406215667724615 2.5000000000000004 0.0031213760375976567 5.1587820053100593e-05 0.0082664489746093767 0.0013871192932128908 6381.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -3 -1
right_child=-2 5 -4 4 -6 -7 -8
leaf_value=-0.011384207000206526 0.088849505597939263 0.096336899036682327 -0.064562884281493829 -0.0054598184169806531 0.072747216402056558 0.031644848565040892 -0.035676196480226047
leaf_weight=894.66983703151345 289.385557429865 112.91839974559844 115.60388397052884 347.33081764355302 75.49745536968112 113.10000539012253 624.54309319704771
leaf_count=4585 8426 2724 752 2211 782 2266 3243
internal_value=0 -0.00957979 -0.0176582 -0.0148661 0.00850436 0.063965 -0.0213706
internal_weight=0 2283.66 2057.65 1942.04 422.828 226.018 1519.21
internal_count=24989 16563 11573 10821 2993 4990 7828
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=0
split_feature=3 4 12 9 3 1 9
split_gain=375.189 166.141 56.517 45.3363 30.3967 34.3669 28.8241
threshold=107.50000000000001 25.468750000000004 3.5000000000000004 0.00057053565979003917 54.500000000000007 21633.500000000004 0.00018268823623657229
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=-0.0023768346187163351 0.10086067470142993 0.087015871272179093 0.073360549738875652 -0.093451751221229229 0.041279136469843998 -0.034323152223675345 -0.025750015887891178
leaf_weight=543.57635196298361 327.62343620322645 152.12188464775681 91.036549823358655 93.87639768794179 63.246029235422611 1219.123626569286 43.300551371648908
leaf_count=2689 8933 3773 1782 479 331 6375 693
internal_value=0 -0.0138232 -0.0212909 -0.0256786 -0.0221942 -0.0305945 0.0414145
internal_weight=0 2206.28 2054.16 1919.82 1825.95 1282.37 134.337
internal_count=25055 16122 12349 9874 9395 6706 2475
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=8
num_cat=0
split_feature=3 5 12 3 3 7 12
split_gain=332.384 107.02 47.0089 28.4684 27.6028 26.1212 22.8377
threshold=109.50000000000001 0.00042593479156494146 3.5000000000000004 92.500000000000014 101.50000000000001 0.0016827583312988283 22.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7
right_child=-2 -3 5 4 -6 6 -8
leaf_value=-0.012302652723268671 0.10311978499702026 0.086752878812000195 0.087879868650535903 -0.047612071570833046 0.011621105547572992 -0.036212491169648586 0.091695203415996351
leaf_weight=1347.4100262634456 286.1951857842505 105.55379642173648 62.875674795359373 509.05555510520935 93.053156778216362 50.635427409783006 19.271628420799971
leaf_count=7002 8538 3332 1423 2793 741 836 344
internal_value=0 -0.0114799 -0.0164594 -0.0203807 -0.0384578 0.0411125 -0.000951179
internal_weight=0 2187.86 2082.3 1949.52 602.109 132.783 69.9071
internal_count=25009 16471 13139 10536 3534 2603 1180
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=8
num_cat=0
split_feature=6 12 7 11 12 6 9
split_gain=180.539 80.2833 23.7765 50.8878 31.6223 30.1072 24.0235
threshold=0.038955688476562507 3.5000000000000004 0.0019106864929199221 0.00077939033508300792 1.0000000180025095e-35 0.0086860656738281267 0.00070118904113769542
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=0.0096396695733420024 0.09343510766431122 0.057415527311193072 -0.012657476109088336 -0.040781762861825221 0.05098784466206259 0.016983585189295918 -0.10144705482539818
leaf_weight=351.38192992284894 195.87727545388043 179.49890759214759 398.07660936005414 744.68482353538275 39.542286397889256 478.42086283117533 32.998500429093838
leaf_count=1875 7758 4734 2074 4261 277 3812 172
internal_value=0 -0.0067073 -0.0123354 -0.0219848 -0.0361545 -0.000286949 -0.0194543
internal_weight=0 2224.6 2045.11 1135.61 784.227 909.496 431.075
internal_count=24963 17205 12471 6413 4538 6058 2246
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=8
num_cat=1
split_feature=3 5 15 3 1 1 8
split_gain=281.751 78.9306 30.9881 25.4599 43.3935 24.7133 23.3198
threshold=107.50000000000001 0.00042593479156494146 0 87.500000000000014 26767.500000000004 34060.000000000007 0.12307739257812501
decision_type=2 2 1 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.073716939669453668 0.099752148913388461 0.082717452441934652 -0.0085755743285281759 0.042800490279217229 -0.10476546845195156 -0.034752400705433402 -0.012307753209513383
leaf_weight=69.734780490398407 262.95853290706873 88.000241251662374 1213.4739916417748 68.622534014284611 55.362054171040654 564.36999834515154 57.491393772885203
leaf_count=1634 8916 3197 6291 396 310 3247 971
internal_value=0 -0.00999983 -0.014021 -0.0171995 -0.0326521 -0.0410069 0.0323047
internal_weight=0 2117.05 2029.05 1901.83 688.355 619.732 127.226
internal_count=24962 16046 12849 10244 3953 3557 2605
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=8
num_cat=1
split_feature=3 4 3 3 15 7 4
split_gain=248.262 109.773 33.1357 34.1543 29.9237 27.7314 22.5544
threshold=109.50000000000001 25.468750000000004 95.500000000000014 100.50000000000001 0 0.0016827583312988283 2.6162109375000004
decision_type=2 2 2 2 1 2 2
left_child=1 2 4 -4 6 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.021379651529503278 0.1003554765593298 0.080641534494772779 -0.054420488858664684 0.0025185181949206221 0.082736180084940075 -0.00073403623698009622 0.0071633535277290123
leaf_weight=920.53839385509491 228.30049403943121 127.18528715707362 352.10951018333435 150.322744499892 67.212978694587946 97.597259771078825 395.90526583045721
leaf_count=4649 8502 3956 2156 1444 1119 1081 2042
internal_value=0 -0.00941904 -0.0151934 -0.0373849 -0.0076661 0.0314016 -0.0126992
internal_weight=0 2110.87 1983.69 502.432 1481.25 164.81 1316.44
internal_count=24949 16447 12491 3600 8891 2200 6691
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=0
split_feature=12 9 11 8 11 2 11
split_gain=37.7742 31.2877 25.9506 20.6409 52.3162 30.1596 35.7789
threshold=3.5000000000000004 0.0008761882781982423 0.0022573471069335942 0.080841064453125014 0.00077939033508300792 6473.5000000000009 0.0028524398803710942
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.019623035683991336 0.048301583440744283 -0.10721795878864791 0.071591824565067949 0.0057470191162062173 -0.0038293167447174068 -0.057038339817721918 -0.080907562480104778
leaf_weight=317.70168238505721 158.88015510234982 8.9804641008377057 84.327712232246995 967.91569496132433 431.23766431864351 251.35904355160892 69.998253802768886
leaf_count=1750 4851 57 4089 9115 2724 1733 674
internal_value=0 -0.00224285 0.0543818 -0.00483511 -0.014405 -0.0287696 -0.0145935
internal_weight=0 2131.52 93.3082 2038.21 1070.3 752.595 501.236
internal_count=24993 20142 4146 15996 6881 5131 3398
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=3 4 11 3 12 1 11
split_gain=218.716 88.6545 48.1364 32.0127 22.5914 24.6824 25.1652
threshold=109.50000000000001 25.468750000000004 0.0016217231750488283 46.500000000000007 22.500000000000004 117576.50000000001 0.0007064342498779298
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.025499711711900672 0.10024899019332477 0.077380710678212838 -0.040918023508081658 0.015571903403733493 0.090899059858870673 -0.049292337792407985 -0.018255350942984003
leaf_weight=292.33475138433278 205.34430805128068 114.99529304075986 468.54309734515846 323.42183976992965 21.197138678282499 163.65088271722198 687.20966007374227
leaf_count=1638 8569 3948 2665 2189 542 1095 4378
internal_value=0 -0.00795028 -0.0129661 -0.00416343 -0.0114171 -0.013264 -0.00742996
internal_weight=0 2071.35 1956.36 1487.81 1195.48 1174.28 1010.63
internal_count=25024 16455 12507 9842 8204 7662 6567
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=8
num_cat=0
split_feature=3 4 11 3 3 11 13
split_gain=191.698 80.6415 32.7315 26.7621 27.2628 24.4959 22.8242
threshold=109.50000000000001 25.468750000000004 0.0025243759155273442 95.500000000000014 100.50000000000001 0.00067114830017089855 5.3362224495098252
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.026786515808557839 0.098835167799821225 0.077073776774100294 -0.053983514093250612 -0.0006824170223512626 0.0083649337433320137 -0.063409127736870116 0.0058472850236873201
leaf_weight=267.68434504233301 186.72914535924792 108.14190377667546 166.94196757674217 86.99422162771225 135.08953198604286 218.94110281951725 1075.0320298448205
leaf_count=1850 8466 3936 930 583 1361 1368 6409
internal_value=0 -0.00698153 -0.0116414 -0.00767855 -0.029051 -0.0455725 -0.000658602
internal_weight=0 2058.83 1950.68 1783.74 441.025 305.935 1342.72
internal_count=24903 16437 12501 11571 3312 1951 8259
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=4 12 7 4 6 11 11
split_gain=123.633 34.5303 46.5144 37.0184 27.6045 21.575 21.3384
threshold=20.789062500000004 1.0000000180025095e-35 0.0013594627380371096 6.0957031250000009 0.020179748535156253 0.0035409927368164067 0.0015883445739746096
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 -4 -5 -1
right_child=-2 2 4 5 -6 -7 -8
leaf_value=-0.011227655783670125 0.078354939570243587 0.077317405717964194 0.0075505489276953709 0.029940124648328667 -0.12210116773223585 -0.091237655918496141 -0.03936901875994181
leaf_weight=1153.4725897796452 186.42727351840585 108.3784102415666 133.07810808066279 248.64205114077777 18.733295142650604 15.615192446857689 351.57114135101438
leaf_count=6293 9032 2938 2299 2004 318 107 1984
internal_value=0 -0.00673823 0.0272761 -0.0117403 -0.0084485 0.0227795 -0.0178014
internal_weight=0 2029.49 260.19 1769.3 151.811 264.257 1505.04
internal_count=24975 15943 5555 10388 2617 2111 8277
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=8
num_cat=0
split_feature=3 4 11 4 12 7 13
split_gain=163.246 57.5592 29.7019 21.4769 26.9064 38.2141 25.8513
threshold=109.50000000000001 53.234375000000007 0.0031213760375976567 6.4003906250000009 1.0000000180025095e-35 0.0012955665588378908 28.226779317298206
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.015155241475565179 0.097697206674221909 0.093895907782159033 -0.061717523713051892 0.020129744868955878 0.0805391294020254 -0.0033913365107654117 -0.31459977346210338
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leaf_count=7494 8503 3118 656 2212 1485 1501 29
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internal_weight=0 2031.32 1975.18 1874.58 1604.18 195.118 120.227
internal_count=24998 16495 13377 12721 10509 3015 1530
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=8
num_cat=1
split_feature=5 9 2 11 1 7 15
split_gain=79.5658 25.0686 27.7993 21.8978 29.9878 24.1774 22.8082
threshold=0.0003246068954467774 6.213784217834474e-05 7541.0000000000009 0.0016217231750488283 114457.00000000001 0.0094871520996093767 0
decision_type=2 2 2 2 2 2 1
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.044480593243491157 0.077144620551627754 0.0080057492511985042 -0.027391466255740644 -0.030339927072099888 -0.032814824952377884 0.027549437325854378 0.053424848230966861
leaf_weight=96.951125630177557 124.73274209350348 690.13003748469055 520.22861901577562 357.0028426470235 150.98002855852246 90.418075220659375 124.60342322103679
leaf_count=1039 8011 3995 3955 2720 1473 934 2872
internal_value=0 -0.00514008 -0.00762839 -0.000352836 0.00812027 -0.0186412 0.0157061
internal_weight=0 2030.31 1933.36 1413.13 965.713 447.421 814.733
internal_count=24999 16988 15949 11994 8340 3654 6867
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=8
num_cat=0
split_feature=3 4 9 9 4 5 4
split_gain=146.7 51.3952 32.704 21.5 18.7271 17.5494 19.9377
threshold=109.50000000000001 34.390625000000007 0.00011560320854187013 0.00064682960510253917 3.6962890625000004 6.9946050643920912e-05 12.472656250000002
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=0.012584217360461761 0.096553595548279247 0.077997922910900575 -0.022428335209791744 -0.074676745561693833 0.0079657550037828193 -0.022189590578946379 0.087308546412680488
leaf_weight=472.47506757080555 146.12486116215587 68.301856963895261 994.325877700001 63.34325469378382 197.55127291940153 160.65446651168168 37.717318426817656
leaf_count=3506 8494 3646 6364 391 1044 1347 212
internal_value=0 -0.00724858 -0.0102716 -0.0177006 -0.0151046 0.00328816 0.0206858
internal_weight=0 1994.37 1926.07 1453.59 1390.25 395.923 235.269
internal_count=25004 16510 12864 9358 8967 2603 1256
is_linear=0
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Tree=37
num_leaves=8
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split_feature=3 6 3 3 2 6 0
split_gain=135.382 37.8173 21.8133 21.376 18.4478 16.245 14.7797
threshold=109.50000000000001 0.048690795898437507 88.500000000000014 101.50000000000001 12251.500000000002 0.0099449157714843767 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0057717873296918932 0.097179135046292567 0.088271741154063998 -0.030285248737442677 0.034442543962499454 -0.15642802152403756 0.1184590812295116 -0.019460159670118111
leaf_weight=955.99579344782978 135.69331167917699 41.589072031900287 568.40404164232314 91.852849831804633 9.6723821107298118 2.763931560330092 306.59974908642471
leaf_count=6123 8568 2932 3893 1247 69 39 2115
internal_value=0 -0.00607713 -0.00810469 -0.0226496 0.0189667 -0.0953332 -0.00035536
internal_weight=0 1976.88 1935.29 672.693 104.289 12.4363 1262.6
internal_count=24986 16418 13486 5248 1355 108 8238
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=8
num_cat=0
split_feature=4 11 12 8 0 4 12
split_gain=71.4229 27.094 19.553 18.6058 17.0415 23.3133 23.1966
threshold=25.468750000000004 0.0016217231750488283 22.500000000000004 0.080841064453125014 5.5000000000000009 2.6162109375000004 3.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.0028296376928410934 0.075963000982103873 -0.044716811198537723 0.0832226187188011 -0.0052433763713231564 -0.03739218193088422 0.024919409879589897 0.068792914221520327
leaf_weight=1117.1009063906968 116.89027403667569 241.83050088118762 29.140368591994047 235.88145644403994 222.38381486851722 82.250770726241171 55.982627503573895
leaf_count=6758 8533 1637 1392 1917 1666 825 2217
internal_value=0 -0.00447407 0.00210479 -0.0252259 0.000505136 -0.0205681 0.0059776
internal_weight=0 1984.57 1506.86 477.712 1477.72 304.635 1173.08
internal_count=24945 16412 12858 3554 11466 2491 8975
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=0
split_feature=6 12 2 6 13 12 12
split_gain=55.8675 23.0654 19.0182 20.049 15.7076 23.527 10.4218
threshold=0.042495727539062507 22.500000000000004 7333.5000000000009 0.017280578613281253 5.7479721877517846 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.01399235560554858 0.086058114445772493 0.086436856025429498 -0.024162496629909505 0.048539960409612629 0.0048654878423358425 0.057907569083353018 -0.16181695002865454
leaf_weight=385.59231508104131 74.738314159214497 29.062735528685153 538.02046004217118 52.698631572537124 901.08252032287419 92.176873040851206 2.4650258505716911
leaf_count=3282 7340 1488 3820 730 6367 1939 49
internal_value=0 -0.00199996 -0.00330331 -0.0182757 0.00313784 0.00978795 0.0391389
internal_weight=0 2001.1 1972.04 593.184 1378.85 993.259 55.1637
internal_count=25015 17675 16187 4599 11588 8306 779
is_linear=0
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Tree=40
num_leaves=8
num_cat=0
split_feature=6 9 12 0 12 2 6
split_gain=54.1993 28.6646 24.4082 19.4187 18.2542 15.7858 20.4053
threshold=0.042495727539062507 0.00011560320854187013 1.0000000180025095e-35 3.5000000000000004 22.500000000000004 6381.5000000000009 0.014934539794921877
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.025617278884619506 0.08506294851675715 -0.005715026540316517 0.07116244449132017 -0.018457855164318197 0.092050938814758718 -0.03828968557496279 0.014854002908392366
leaf_weight=240.04695037379861 69.671719115227461 1016.139619811438 69.943069323897362 171.29146752506495 16.82910712249577 373.08013345580548 89.602074216585606
leaf_count=1331 7345 8555 2373 911 813 2513 1078
internal_value=0 -0.00467757 0.0165496 0.00726329 -0.0115082 -0.0126867 -0.027998
internal_weight=0 1976.93 481.281 411.338 1495.65 1478.82 462.682
internal_count=24919 17574 4615 2242 12959 12146 3591
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=8
num_cat=0
split_feature=4 9 1 1 9 8 4
split_gain=50.8836 21.8552 16.4722 15.8153 15.778 15.1318 14.5327
threshold=25.468750000000004 0.00070118904113769542 6778.5000000000009 23991.000000000004 0.00047433376312255865 0.042953491210937507 3.8466796875000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 -6
right_child=2 -3 -4 4 6 -7 -8
leaf_value=-0.0086832281999288403 -0.51904879575441354 -0.07191045921158673 0.07320226769777792 -0.0035647091346235611 -0.088296088694183761 0.038537641929921707 0.0077577704652955718
leaf_weight=111.92515438236296 0.47152406442910333 45.537750860676169 97.644899961072952 1557.4599323845468 42.728008670732379 172.37133851274848 24.947827426251024
leaf_count=746 9 312 8531 13728 310 1076 273
internal_value=0 -0.00344499 0.0703541 -0.00181215 -0.00561867 0.0199472 -0.0528871
internal_weight=0 1954.97 98.1164 1909.43 1625.14 284.296 67.6758
internal_count=24985 16445 8540 16133 14311 1822 583
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
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split_feature=3 4 9 1 9 7 9
split_gain=104.528 26.2591 25.7268 19.2536 16.7044 15.5366 17.0861
threshold=109.50000000000001 53.234375000000007 0.00047433376312255865 36421.000000000007 6.213784217834474e-05 0.014080047607421877 0.00012391805648803714
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=0.039575046641136785 0.094776811648992557 0.083831524615879421 -0.044759846037024653 0.033735089907071782 -0.013848993239583425 0.075209974717915462 -0.0021671094139974183
leaf_weight=127.72920908033848 110.87064319849014 32.661236192565411 161.63423585472628 79.23663445468992 1070.1619189199992 36.146654857322574 422.15442314418033
leaf_count=835 8527 3118 1249 630 7879 209 2550
internal_value=0 -0.00507098 -0.00660161 -0.00304762 -0.0105687 0.0117036 0.00752894
internal_weight=0 1929.72 1897.06 1735.43 1149.4 586.03 549.884
internal_count=24997 16470 13352 12103 8509 3594 3385
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=3 6 11 3 7 11 3
split_gain=90.8675 22.6117 18.2539 22.7226 19.9676 15.3979 21.7298
threshold=109.50000000000001 0.052108764648437507 0.0019021034240722658 95.500000000000014 0.0098152160644531267 0.00068068504333496105 101.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -7
right_child=-2 -3 4 5 -6 6 -8
leaf_value=0.0054983956990692934 0.092562950304878946 0.090053047805548334 -0.039011901173204855 0.0081526330101400046 0.021695258899853374 -0.05160937296912177 0.015977057899383418
leaf_weight=1176.3768104026094 101.0870390785858 24.853559553623199 272.45813664142042 113.69462563097477 67.629126174841076 203.65281481668353 62.068318360485137
leaf_count=7726 8522 2803 2121 1010 706 1415 704
internal_value=0 -0.00471035 -0.00595265 -0.00136498 -0.0269398 -0.0226448 -0.0358222
internal_weight=0 1920.73 1895.88 1555.79 340.087 379.416 265.721
internal_count=25007 16485 13682 10855 2827 3129 2119
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=8
num_cat=0
split_feature=6 11 1 7 5 0 1
split_gain=35.8678 17.5738 27.5734 25.9703 23.5071 14.9272 20.476
threshold=0.048690795898437507 0.00079751014709472667 84901.000000000015 0.0085334777832031267 2.6732683181762699e-05 2.5000000000000004 22353.500000000004
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=0.026367400000640674 0.090072178372499354 -0.0026704436413218461 -0.01834141889677449 -0.0066140458215379859 0.055969398120088457 -0.0060084606240517159 -0.04993465261145616
leaf_weight=435.5966812572442 43.783331447746605 155.10817494709045 201.87282536830753 133.09755213931203 109.30769885191694 707.03566932957619 224.07638978213072
leaf_count=4174 6703 1074 1944 892 1752 6897 1588
internal_value=0 -0.00143996 0.0122091 -0.00798872 0.0216067 -0.0145934 -0.0306009
internal_weight=0 1966.09 637.47 1328.63 242.405 1086.22 379.185
internal_count=25024 18321 6118 12203 2644 9559 2662
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=8
num_cat=0
split_feature=4 12 5 1 4 1 12
split_gain=34.7663 15.314 12.7685 14.4688 18.7957 9.92488 25.8509
threshold=35.703125000000007 22.500000000000004 3.6060810089111332e-06 13600.000000000002 9.2500000000000018 114457.00000000001 18.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7
right_child=-2 -3 5 4 -6 6 -8
leaf_value=0.053912030504444465 0.074283370597556186 0.078200707116100165 0.0039824819876946868 -0.029432448089765618 0.14458147159181262 -0.016295072218209899 -0.27739524979946095
leaf_weight=24.503117902204394 62.680205533280969 23.874144056811929 1419.6054269880988 305.29903279663995 6.3355646049603811 145.92414611252025 3.8927459279075256
leaf_count=183 7906 1473 11781 2293 41 1198 89
internal_value=0 -0.00139203 -0.00238924 -0.0200769 -0.0258945 0.00139909 -0.02308
internal_weight=0 1929.43 1905.56 336.138 311.635 1569.42 149.817
internal_count=24964 17058 15585 2517 2334 13068 1287
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=8
num_cat=0
split_feature=3 4 9 4 9 12 12
split_gain=75.1105 16.2301 17.4454 14.5075 29.4557 20.4251 15.6485
threshold=109.50000000000001 77.593750000000014 0.00056290626525878917 3.4814453125000004 0.00021344423294067386 1.0000000180025095e-35 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5
right_child=-2 -3 -4 6 -6 -7 -8
leaf_value=-0.0046081810502762608 0.089495695655429058 0.089975909218481337 -0.047239977474781168 0.016624254275220633 -0.030849773216054505 0.04040170203434406 -0.063015014949353645
leaf_weight=805.58375127613544 87.62062720162794 17.749153159093112 97.715161523781717 414.93204755056649 423.14647669810802 115.24308216944337 26.232176578603685
leaf_count=4541 8509 2634 939 3053 2651 2206 424
internal_value=0 -0.00520066 -0.00609788 -0.00384583 -0.00901076 0.00102489 0.0118887
internal_weight=0 1900.6 1882.85 1785.14 1343.97 920.827 441.164
internal_count=24957 16448 13814 12875 9398 6747 3477
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=4 9 1 9 2 11 1
split_gain=28.133 20.0341 14.6122 14.5005 19.6908 20.1342 18.6452
threshold=14.292968750000002 0.00047433376312255865 55663.000000000007 6.4224004745483412e-05 6381.5000000000009 0.00066304206848144542 70598.000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 -5
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.035900740414749832 0.023131739906772208 -0.040540896139137854 0.093393843711019331 0.013561949402612881 0.009707707739673891 -0.031000903326198405 -0.017395229669280851
leaf_weight=104.9375724894926 111.63732883776538 132.07291194051504 40.277653296012431 766.29390673805028 180.39489054959267 372.11587916593999 260.76042253803462
leaf_count=1148 5784 925 4076 6109 1606 2672 2658
internal_value=0 -0.00303609 0.0417607 -9.55215e-05 -0.00248692 -0.0177095 0.00570218
internal_weight=0 1816.58 151.915 1684.5 1579.57 552.511 1027.05
internal_count=24978 15118 9860 14193 13045 4278 8767
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=8
num_cat=0
split_feature=3 6 3 3 0 8 0
split_gain=65.0184 14.3924 14.1912 21.6635 9.43977 16.9875 9.93455
threshold=109.50000000000001 0.062591552734375014 95.500000000000014 100.50000000000001 4.5000000000000009 0.20562744140625003 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0095990395664736702 0.089254945000201549 0.10093823178505175 -0.033852165319973135 0.013037944680102562 -0.012855715549727901 0.044618299278784357 0.010883975203365179
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leaf_count=2686 8504 2396 2265 1778 2628 825 3864
internal_value=0 -0.00287165 -0.00360712 -0.018975 0.00132622 0.00602376 0.00188849
internal_weight=0 1885.08 1871.82 454.865 1416.95 1064.39 961.383
internal_count=24946 16442 14046 4043 10003 7375 6550
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=8
num_cat=0
split_feature=3 9 7 11 9 12 7
split_gain=55.4947 15.9123 16.2002 16.866 18.4816 13.852 16.408
threshold=109.50000000000001 0.00012761354446411136 0.0009105205535888673 0.00082945823669433605 0.0002826452255249024 1.0000000180025095e-35 0.0046405792236328134
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.0068992421365761435 0.086659016164120223 0.040618769294079357 0.00017039943641697147 -0.032331002245302158 -0.1173230910904092 0.070925572168133583 -0.10585112020364436
leaf_weight=483.41481249779463 74.210904978448525 61.176702606491745 895.34795137122273 355.96509699639864 8.4292455501854402 60.629189084284008 5.7480397485196582
leaf_count=2643 8553 472 8942 2788 57 1441 78
internal_value=0 -0.00151455 -0.00746465 -0.0235278 0.0214915 0.012781 0.0556168
internal_weight=0 1870.71 1320.92 425.571 69.6059 549.792 66.3772
internal_count=24974 16421 12259 3317 529 4162 1519
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=8
num_cat=0
split_feature=6 11 12 9 2 5 11
split_gain=22.1927 15.2471 10.6105 9.6275 15.2964 22.1795 17.5718
threshold=0.052108764648437507 0.0031213760375976567 22.500000000000004 6.4224004745483412e-05 9933.5000000000018 0.00010994076728820802 0.0003970861434936524
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.030201163761367875 0.090299982813059926 -0.038561666244764294 0.073548037426555871 0.0032423210084006207 0.059349491933845637 0.073981721896296856 -0.037148164008827485
leaf_weight=104.29210540512577 27.258669702103361 100.11095415987074 20.227066117571667 1398.115070122527 20.415574087295681 22.27413170482032 249.28957765270025
leaf_count=971 6339 1481 1464 12281 167 437 1788
internal_value=0 -0.000569765 0.00152623 0.000714349 -0.00110522 -0.021923 -0.0298436
internal_weight=0 1914.72 1814.61 1794.39 1690.09 291.979 269.705
internal_count=24928 18589 17108 15644 14673 2392 1955
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=8
num_cat=0
split_feature=3 3 1 1 3 11 3
split_gain=54.3702 11.3409 11.153 16.6441 29.7042 16.3923 17.1567
threshold=109.50000000000001 264.50000000000006 13600.000000000002 6778.5000000000009 41.500000000000007 0.0019021034240722658 88.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -4
right_child=1 -3 5 4 -6 -7 -8
leaf_value=-0.064770683402053109 0.092045447602136135 -0.48935628872207126 0.0070104557067508086 -0.001285637073526401 0.12243773007995162 -0.027556077466960111 -0.015552556658525691
leaf_weight=15.508270461112259 66.026772457407787 0.33685869630426069 980.87500542262569 48.385752009460703 32.397803861880675 269.02902822708711 513.39915631944314
leaf_count=101 8430 29 6505 337 305 4884 4244
internal_value=0 0.0890916 -0.00302305 0.0301171 0.0483332 -0.0048328 -0.000741689
internal_weight=0 66.3636 1859.6 96.2918 80.7836 1763.3 1494.27
internal_count=24835 8459 16376 743 642 15633 10749
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=8
num_cat=0
split_feature=4 11 2 7 11 6 1
split_gain=26.8198 15.6814 18.4871 16.344 15.3072 20.3704 14.7063
threshold=27.476562500000004 0.0015540122985839846 6381.5000000000009 0.0011305809020996096 0.00062918663024902355 0.017051696777343753 40496.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -3 -4 -6 -1
right_child=-2 3 4 -5 5 -7 -8
leaf_value=0.032205824360909643 0.066032671668325674 -0.04043016080738901 0.010223953831835164 -0.0028230146117621739 -0.031586308891834149 0.042496041254639648 0.003498097906042301
leaf_weight=268.71076160063967 59.515691470354795 190.84043570002541 225.41796777886339 292.96775312907994 319.49667988927104 41.995017429813743 531.21202332479879
leaf_count=1865 8448 1424 2144 2530 2369 470 5709
internal_value=0 -0.00215589 0.00325193 -0.0176574 -0.0102272 -0.02298 0.0131416
internal_weight=0 1870.64 1386.83 483.808 586.91 361.492 799.923
internal_count=24959 16511 12557 3954 4983 2839 7574
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=8
num_cat=0
split_feature=6 9 12 0 7 5 1
split_gain=17.8253 13.1894 17.7245 13.3429 11.8314 25.1351 13.3443
threshold=0.062591552734375014 0.00012761354446411136 1.0000000180025095e-35 3.5000000000000004 0.0094871520996093767 3.3587217330932624e-05 17722.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6
right_child=-2 4 -4 -5 5 -7 -8
leaf_value=0.019215134491776916 0.10054217215694904 -0.011500616197891493 0.05872078023893447 -0.014211316058942597 0.08029201096324301 0.056642165000306305 -0.014686079092345575
leaf_weight=280.85580277070403 17.390377586241812 1050.3363289802801 70.253982013091445 207.75157100800425 16.007150576449931 86.080515668960288 194.93723379541188
leaf_count=1573 5407 10598 2730 1133 94 1977 1505
internal_value=0 -0.00116022 0.0117554 0.00500249 -0.0065174 0.0111042 -0.00747868
internal_weight=0 1906.22 558.861 488.607 1347.36 297.025 210.944
internal_count=25017 19610 5436 2706 14174 3576 1599
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=8
num_cat=0
split_feature=6 9 2 6 11 1 2
split_gain=16.6722 11.3043 13.5007 17.2089 12.391 14.2377 11.6149
threshold=0.042495727539062507 8.1986188888549818e-05 9933.5000000000018 0.017280578613281253 0.0031213760375976567 58146.000000000007 2959.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.020331846219637437 0.071689963445409566 0.029754051993395411 -0.03311479406441991 0.056965873293921068 -0.034857654537158604 -0.013338071895467915 0.0032347325433431406
leaf_weight=221.87683497369289 32.207581651397049 215.51360679347999 231.68327021319419 23.344075815053657 94.399114713072777 391.0583451713901 706.79376387945376
leaf_count=2320 7412 1736 1812 438 1132 4389 5829
internal_value=0 -0.00086962 -0.00369867 -0.0248691 0.000136518 0.00265176 0.00943146
internal_weight=0 1884.67 1662.79 255.027 1407.76 1313.37 922.307
internal_count=25068 17656 15336 2250 13086 11954 7565
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=0
split_feature=4 9 4 7 8 9 12
split_gain=16.2396 13.9472 15.5413 19.7767 18.4963 15.6888 20.4315
threshold=53.234375000000007 0.0005118846893310548 2.2841796875000004 0.0069103240966796884 0.38549804687500006 0.00019699335098266604 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.0019179356112687508 0.078671147059580462 -0.032149400663864562 0.0046989955244501917 0.059638415651804624 -0.054275453728022449 -0.022018328329002291 0.056634190432217117
leaf_weight=700.10640282277018 26.260806935373694 129.74182596849278 470.90039536333643 128.42631395964418 16.032973977504298 369.82667523738928 65.140225654933602
leaf_count=4024 6788 1454 4839 1653 163 2859 3156
internal_value=0 -0.000513768 0.00183106 0.0146284 0.0469954 -0.00510676 0.00306623
internal_weight=0 1880.17 1750.43 615.36 144.459 1135.07 765.247
internal_count=24936 18148 16694 6655 1816 10039 7180
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=8
num_cat=0
split_feature=6 9 5 6 2 5 8
split_gain=15.6992 12.2431 14.888 30.3615 11.7721 9.08169 8.38339
threshold=0.052108764648437507 0.0006148815155029298 0.00072979927062988292 0.050430297851562507 3921.5000000000005 4.500150680541993e-06 0.022239685058593753
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=-0.013242904844992407 0.090694551547792476 -0.034529469875026718 -0.85059941948061546 -1.5998917889310031 -0.013307232863382172 -0.015907168772103554 0.0072835545701565481
leaf_weight=364.80383683228865 18.941960649914108 74.422302932827733 0.20980012137442716 0.17607152299024154 0.83554333820939064 177.83513641613536 1262.612426473177
leaf_count=3122 6373 1214 25 36 95 1495 12580
internal_value=0 -0.000800455 -0.040214 -0.386462 -0.181592 0.000851058 0.00442046
internal_weight=0 1880.9 75.6437 1.22141 1.04534 1805.25 1440.45
internal_count=24940 18567 1370 156 120 17197 14075
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=8
num_cat=0
split_feature=1 1 5 9 7 1 5
split_gain=10.8077 15.5414 9.42403 11.7678 13.6211 13.6984 12.9136
threshold=14246.500000000002 6778.5000000000009 0.0012936592102050783 0.00047433376312255865 0.0080299377441406267 64987.000000000007 2.9951333999633792e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=-0.061898099164528535 -0.0018872633369611065 0.047687421624837308 0.10050057794478812 -0.028902594940499876 0.044286619775563502 -0.019399736481712643 0.083943479370456264
leaf_weight=15.017662670928983 1405.4928649857175 93.596509371418506 9.2899728352203947 134.62579713854939 138.57779334322549 84.065969687420875 14.12251907342579
leaf_count=110 13655 932 4060 3791 1375 706 372
internal_value=0 0.0325353 4.58608e-05 -0.000479358 0.00185067 0.0240398 -0.00453551
internal_weight=0 108.614 1786.17 1776.88 1642.26 236.766 98.1885
internal_count=25001 1042 23959 19899 16108 2453 1078
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=0
split_feature=6 1 10 1 13 1 6
split_gain=12.1109 9.58942 10.9355 8.68104 8.16397 7.68023 7.0271
threshold=0.062591552734375014 117576.50000000001 1.5000000000000002 12200.000000000002 41.680551656811232 6778.5000000000009 0.0017580986022949221
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -7
right_child=-2 -3 4 -5 -6 6 -8
leaf_value=-0.030241061561965793 0.10045030319590974 -0.023570266257358394 0.056403482808682209 -0.0013500641506075295 -0.16778239056008673 0.12713260619982175 0.034751970155338902
leaf_weight=14.565901760943232 11.911153233260846 167.06843855604529 46.383294910076074 1593.6384347267449 1.6829670744482417 10.024140031076966 46.106770035577938
leaf_count=108 5415 1852 2061 14959 19 86 454
internal_value=0 -0.000701979 0.00152914 0.000171081 0.0485527 0.0344604 0.0512506
internal_weight=0 1879.47 1712.4 1664.34 48.0663 70.6968 56.1309
internal_count=24954 19539 17687 15607 2080 648 540
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=8
num_cat=0
split_feature=6 12 0 9 8 9 8
split_gain=10.565 10.5181 7.85507 9.74074 18.1685 10.0216 10.6834
threshold=0.062591552734375014 22.500000000000004 4.5000000000000009 0.00012055039405822755 0.065032958984375014 0.0006148815155029298 0.21331787109375003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.017721087237948765 0.10037995440658019 0.075649355799765047 -0.012074830019250313 -0.016255785884456316 0.0079468466273300252 -0.028595259524166756 0.045559138006710465
leaf_weight=341.17998902755789 10.555090917507185 18.22675591846928 456.96232000098098 474.66102342202794 437.32773401634768 60.276424484676681 91.280481538153253
leaf_count=2938 5380 1500 4530 3902 4216 1452 1091
internal_value=0 5.4067e-05 -0.000686057 0.00301875 -0.00169768 0.0100366 0.0144418
internal_weight=0 1879.91 1861.69 1404.73 1063.55 588.885 528.608
internal_count=25009 19629 18129 13599 10661 6759 5307
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=3 11 2 4 0 0 3
split_gain=39.9399 13.0248 16.2202 14.425 11.3599 11.3087 11.2591
threshold=112.50000000000001 0.0007064342498779298 7541.0000000000009 7.7167968750000009 2.5000000000000004 3.5000000000000004 82.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 6 -1 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.028353914390044806 0.088694773199659294 -0.0010864439085724708 -0.039047110345896266 0.027752128409540989 0.069452345956913644 -0.0021355469722637846 -0.09520868409166458
leaf_weight=230.83666106080636 50.221977599896491 1055.1829932274995 229.07745842542499 18.344518585829068 24.095801970222965 257.18600691156462 12.534863910288548
leaf_count=1624 7940 10345 1651 249 856 2157 141
internal_value=0 -0.00169989 -0.00679644 -0.0280076 0.0179931 0.0122861 -0.0221617
internal_weight=0 1827.26 1339.24 284.053 54.9752 488.023 30.8794
internal_count=24963 17023 13242 2897 1246 3781 390
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=8
num_cat=0
split_feature=3 12 7 12 11 7 4
split_gain=32.6915 17.8283 32.6275 9.94942 8.22891 14.7595 11.1627
threshold=112.50000000000001 61.500000000000007 0.0022516250610351567 22.500000000000004 0.0015540122985839846 0.0094871520996093767 6.6933593750000009
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.0012549954699132711 0.087364412764683153 -2.4520498336664378 0.10017362898284177 0.082139800031252722 -0.021902730287410136 0.022282710191727451 0.030478874608934139
leaf_weight=1206.0305841248482 46.283603818155825 0.078008025418966009 0.13872348773293197 14.019275537692009 397.23974847898353 93.36662825953681 122.06512169621419
leaf_count=8356 7823 22 31 656 5290 1784 974
internal_value=0 0.0831243 -0.82098 -0.00177972 -0.00242663 -0.0134938 0.00166166
internal_weight=0 46.5003 0.216732 1832.72 1818.7 490.606 1328.1
internal_count=24936 7876 53 17060 16404 7074 9330
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=3 11 1 3 1 3 11
split_gain=30.9277 11.2583 14.138 13.6613 54.1913 18.1761 17.1615
threshold=109.50000000000001 0.0007064342498779298 56173.000000000007 91.500000000000014 28530.000000000004 100.50000000000001 0.0025625228881835942
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -3
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.028306157013031675 0.079356600149057474 0.004603987421201652 -0.0056018598520501265 0.064171144596189875 -0.051925304534764828 0.0004492917497820677 -0.0379359334672408
leaf_weight=238.88843907322735 47.852297760662623 832.5964775076136 253.40143378451467 61.358819324523211 248.52085102465935 90.350604331353679 107.02296445087995
leaf_count=1642 8506 5725 2021 636 2259 1477 2725
internal_value=0 -0.00207992 0.0108523 -0.00683152 -0.0223033 -0.0379611 -0.000241331
internal_weight=0 1832.14 492.29 1339.85 400.23 338.871 939.619
internal_count=24991 16485 3663 12822 4372 3736 8450
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=8
num_cat=0
split_feature=12 1 12 9 8 11 9
split_gain=7.79001 10.6682 13.8858 39.9981 12.2934 9.56035 9.95012
threshold=22.500000000000004 104592.00000000001 15.500000000000002 0.00016409158706665042 0.24383544921875003 0.00062918663024902355 0.00025093555450439459
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.022115020621683523 0.071045667195483123 -0.015363504578227466 0.064753174234324112 -0.34209150108623881 0.03175578442490111 -0.0031983396184240356 -0.070751597102395578
leaf_weight=249.53927596588619 15.721717784472274 195.46805564849637 4.8451380222104472 4.8202293727081269 136.65739478514297 1251.0092613960733 12.096355574205516
leaf_count=2193 1480 2009 124 75 2599 16375 96
internal_value=0 0.000357425 -0.0211491 -0.13815 0.00303233 0.000437346 0.0178214
internal_weight=0 1854.44 205.133 9.66537 1649.3 1512.64 261.636
internal_count=24951 23471 2208 199 21263 18664 2289
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=8
num_cat=0
split_feature=3 11 9 3 3 11 12
split_gain=27.5175 13.6326 8.55375 24.0165 7.74305 28.2069 6.91323
threshold=114.50000000000001 0.00038588047027587896 4.848837852478028e-05 264.50000000000006 40.500000000000007 0.0025243759155273442 22.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 -6
right_child=2 4 -4 -5 6 -7 -8
leaf_value=0.039114261948414143 0.10016084830627897 0.021964484531132922 0.088782654180048062 -1.5597034621193488 -0.0080420865007100519 -0.065303674766423389 0.074125899001993664
leaf_weight=75.296355501981452 0.31699828617274661 268.77961833775043 37.377717107185163 0.11984673142433167 1422.9934271525708 42.956732341088355 10.313274663116315
leaf_count=688 118 1584 7401 3 13938 668 560
internal_value=0 -0.00254666 0.0836395 -0.35612 -0.00434429 0.00993901 -0.00745083
internal_weight=0 1820.34 37.8146 0.436845 1745.04 311.736 1433.31
internal_count=24960 17438 7522 121 16750 2252 14498
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=8
num_cat=0
split_feature=3 4 11 3 3 4 11
split_gain=25.4242 8.52376 6.71352 7.98403 17.0312 12.0141 12.4489
threshold=111.50000000000001 77.593750000000014 0.0003970861434936524 96.500000000000014 100.50000000000001 1.2719726562500002 0.0027189254760742192
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=0.027158508668883908 0.081814393155324822 0.091751782178354682 -0.0078163451704470338 -0.030414441320896421 0.013465116783213183 0.015336972308400041 -0.030650289346136003
leaf_weight=86.14071462280117 39.209547238890082 10.162654716288669 634.78021302167326 240.01388078462332 140.07951080205385 643.31881646951661 64.793332796543837
leaf_count=750 8132 2753 4394 1829 1925 4546 639
internal_value=0 0.000427194 -8.58318e-05 -0.00144792 -0.0142431 0.00217363 0.011129
internal_weight=0 1819.29 1809.13 1722.99 380.093 1342.89 708.112
internal_count=24968 16836 14083 13333 3754 9579 5185
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=8
num_cat=0
split_feature=4 11 1 2 13 7 4
split_gain=9.81942 9.36486 17.5385 12.8534 14.6107 11.8064 8.25243
threshold=53.234375000000007 0.0019021034240722658 27558.000000000004 3240.5000000000005 5.3362224495098252 7.4893236160278334e-05 7.7167968750000009
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 -5
right_child=-2 2 -4 6 -6 -7 -8
leaf_value=0.0039074052153687004 0.071764113630700094 -0.080385981410316387 -0.040464321556549714 -0.0034417049290800632 0.046618823258168053 0.014962935638375497 0.024483090669808895
leaf_weight=193.2468373044394 19.765318540565204 14.171598322689531 144.20525905693648 1074.4679612808395 136.77895746100694 155.22826525103301 117.39016795845237
leaf_count=2244 6747 112 2167 9396 1113 1323 1830
internal_value=0 0.000902175 -0.0148331 0.00414465 0.0216092 0.00698609 -0.000691286
internal_weight=0 1835.49 313.605 1521.88 330.026 169.4 1191.86
internal_count=24932 18185 3602 14583 3357 1435 11226
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=8
num_cat=0
split_feature=3 1 3 3 3 13 12
split_gain=21.1962 9.09823 18.2016 13.2003 14.548 20.5768 15.8023
threshold=114.50000000000001 27235.500000000004 69.500000000000014 97.500000000000014 101.50000000000001 27.820344987205861 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 -5
right_child=-2 3 -4 4 5 -7 -8
leaf_value=-8.2460036053686085e-05 0.080409116957017801 8.3937938005507597e-05 0.050712896523937838 -0.029209692370743303 0.032487760871577238 -0.11462731877551964 -0.13322916867717022
leaf_weight=282.38318322040141 32.35187146771932 1145.8888785676099 94.035387118870858 207.86483112641145 70.881322240224108 10.979876298923044 15.708077442832289
leaf_count=2169 7523 10033 1032 1625 2302 116 237
internal_value=0 -0.00124669 0.0126071 -0.00483983 -0.0233122 0.012755 -0.0365183
internal_weight=0 1827.74 376.419 1451.32 305.434 81.8612 223.573
internal_count=25037 17514 3201 14313 4280 2418 1862
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=3 4 7 5 3 12 8
split_gain=22.2701 6.74368 12.7489 14.1492 13.8781 13.1613 22.7478
threshold=114.50000000000001 2.1103515625000004 0.0085334777832031267 2.8997659683227542e-05 101.50000000000001 1.5000000000000002 0.15142822265625003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.006998419093141567 0.085086506131207773 0.019428471864189278 0.029423514819358589 -0.014494400348224199 0.061886821264771567 -0.0048534893161621467 -0.22524104483934848
leaf_weight=1109.759628609987 29.753043410251848 195.57977010728791 169.35893359297188 301.35615028406028 22.361745365255047 10.833570044836963 8.2496763191884366
leaf_count=8494 7500 1349 2547 3613 1141 209 92
internal_value=0 -0.00213397 0.00549364 -0.002034 -0.0142791 -0.0195944 -0.10013
internal_weight=0 1817.5 707.74 538.381 342.801 320.439 19.0832
internal_count=24945 17445 8951 6404 5055 3914 301
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=8
num_cat=0
split_feature=6 1 1 2 1 10 8
split_gain=7.28027 7.33074 8.69716 7.74176 6.39288 9.34025 7.41142
threshold=0.062591552734375014 12200.000000000002 6778.5000000000009 2404.5000000000005 88746.500000000015 1.5000000000000002 0.28796386718750006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.037819596862489077 0.10043864661450433 0.019233699919653489 0.050191051729070082 -0.0032712182332508195 -0.018509173884390686 0.054882166918469061 0.034215005719236101
leaf_weight=14.101659056264905 7.2921669617644502 172.03185493138153 55.095565843279473 1283.4939527002862 230.22965840896359 29.790733248461038 55.001968075695913
leaf_count=109 5317 1738 550 12232 2643 1651 773
internal_value=0 0.000324911 0.0322552 -0.000923006 -0.00309227 -0.000498197 -0.00173081
internal_weight=0 1839.75 69.1972 1770.55 1598.52 1368.29 1338.5
internal_count=25013 19696 659 19037 17299 14656 13005
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=3 3 1 1 3 11 2
split_gain=21.519 8.94975 18.7376 15.3494 11.1818 16.6969 8.63268
threshold=109.50000000000001 96.500000000000014 28530.000000000004 33129.500000000007 104.50000000000001 0.00068068504333496105 2093.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0017615122451854197 0.080189733350016945 -0.10133952835224883 -0.10745886120452952 0.012688284267733241 0.044864094889165831 -0.039786105638336546 0.054852709589342602
leaf_weight=1411.6819065081654 32.496139757917263 3.8415569849312297 20.624851014465094 86.659044742118567 25.652806622325443 201.93915217823815 44.816453164210543
leaf_count=12131 8523 24 195 692 890 1963 517
internal_value=0 -0.00191876 -0.0154648 -0.0238903 -0.0184054 -0.0240293 0.0425206
internal_weight=0 1795.22 383.534 334.876 314.251 288.598 48.658
internal_count=24935 16412 4281 3740 3545 2655 541
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=11 7 1 5 2 11 1
split_gain=7.79361 11.9856 10.985 12.4766 11.5854 12.5287 9.67719
threshold=0.0011229515075683596 0.00014537572860717776 37931.000000000007 0.00012928247451782229 3240.5000000000005 0.00074172019958496105 12200.000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 -3
right_child=1 6 3 -5 5 -7 -8
leaf_value=0.091008552797230038 -0.041862325463088462 0.035914525567450471 -0.0033997489112453589 0.082282447467690728 0.041933296276576409 -0.0053203295179390826 -0.0073600602269951994
leaf_weight=22.680945303523913 94.860142777732108 55.841869496449362 725.67833264707588 17.401873349735979 102.41944605833851 124.09038944076747 692.52243437283323
leaf_count=204 909 545 7599 327 679 812 13845
internal_value=0 -0.00837564 0.00469989 -0.00139315 0.0228691 0.016046 -0.00413095
internal_weight=0 843.224 992.271 743.08 249.191 226.51 748.364
internal_count=24920 15299 9621 7926 1695 1491 14390
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=3 9 4 4 9 3 7
split_gain=13.1592 8.65802 10.7931 8.64747 8.10667 8.78034 6.55384
threshold=114.50000000000001 0.00051903724670410167 57.796875000000007 26.445312500000004 4.848837852478028e-05 264.50000000000006 0.033462524414062507
decision_type=2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -2 -3
right_child=4 2 -4 -5 -6 -7 -8
leaf_value=0.001222260588564172 0.09999225856437513 -0.047321675280691367 0.067516336749410238 0.070144233714476825 0.080952132735217758 -0.80210039449107107 0.0076730155866782989
leaf_weight=1662.9548571269261 0.2131824372336294 89.006727199419402 11.512903500872197 18.405408912338316 24.399894464120734 0.21794377267360687 28.643012561486103
leaf_count=12338 124 838 3196 838 7443 2 229
internal_value=0 6.00834e-05 -0.0248898 0.00197675 0.0733549 -0.356315 -0.0339326
internal_weight=0 1810.52 129.163 1681.36 24.831 0.431126 117.65
internal_count=25008 17439 4263 13176 7569 126 1067
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=8
num_cat=0
split_feature=3 2 6 8 12 8 8
split_gain=13.8982 8.68078 11.7222 12.0131 10.6641 17.4589 22.0727
threshold=114.50000000000001 5203.5000000000009 0.020942687988281253 0.018196105957031253 1.0000000180025095e-35 0.12185668945312501 0.12762451171875003
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=0.0043520939787586093 0.076082231554268048 -0.0093571612308197619 -0.18461222285786483 -0.017218011202519607 0.078531550214543389 -0.36201920055341102 0.011074064654141978
leaf_weight=704.33980688685551 23.116816243942594 842.60724227054743 4.4316948021296403 131.2011064500839 54.316465883282945 1.6259182156063605 63.542070058640093
leaf_count=4081 7522 7812 60 3451 1177 28 818
internal_value=0 -0.00195098 0.00455322 -0.022688 0.00903818 0.0366617 0.00176349
internal_weight=0 1802.06 959.457 135.633 823.824 119.484 65.168
internal_count=24949 17427 9615 3511 6104 2023 846
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=8
num_cat=0
split_feature=3 4 8 5 9 9 2
split_gain=11.8992 7.95633 11.8379 13.1128 9.71142 9.45025 9.28416
threshold=114.50000000000001 13.085937500000002 0.20233154296875003 6.9946050643920912e-05 0.00070118904113769542 0.00069165229797363292 4877.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0070137467785082374 0.074417201886415027 0.081417269026853367 0.089742538145186984 -0.015447720186772863 -0.05703334665442316 -0.086869520300848185 -0.0080292626243487052
leaf_weight=804.07440402719658 21.799778319196776 28.778760058805346 22.775650279480033 67.061233318177983 31.13999217748642 3.7742304936982682 837.70675742102321
leaf_count=5974 7482 182 1485 3510 220 22 6054
internal_value=0 8.94594e-05 0.0247017 0.00983051 -0.00171116 0.061905 -0.000661835
internal_weight=0 1795.31 122.39 99.6142 1672.92 32.553 1641.78
internal_count=24929 17447 5199 3714 12248 204 12028
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=8
num_cat=0
split_feature=3 12 1 12 9 5 9
split_gain=11.6953 7.20209 7.54806 10.2548 24.5279 11.6736 9.0645
threshold=112.50000000000001 22.500000000000004 117576.50000000001 18.500000000000004 0.00015324354171752932 3.9666891098022468e-05 0.00011733174324035646
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 -1
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.013085323708839145 0.070790219620019204 0.077041286049675028 -0.029555032425148672 0.10628749512406316 -0.29822979302397951 0.049898225706017839 -0.0043980061892889052
leaf_weight=389.78230853751302 22.527701216517016 11.537403446738606 126.84098172234371 2.3918815245851865 4.0141075130086392 21.647447670693509 1239.7720158048323
leaf_count=2848 7944 658 897 56 36 292 12299
internal_value=0 -0.00171203 -0.00222123 -0.0233163 -0.147192 -0.0179718 -0.000216065
internal_weight=0 1795.99 1784.45 154.894 6.40599 148.488 1629.55
internal_count=25030 17086 16428 1281 92 1189 15147
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=8
num_cat=0
split_feature=1 12 13 4 9 1 9
split_gain=8.74 7.84889 15.6202 7.12591 10.8347 7.30922 7.04729
threshold=114457.00000000001 13.500000000000002 32.54874423123119 53.234375000000007 0.00070118904113769542 23991.000000000004 0.00047433376312255865
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.017130186348225242 -0.021442123036593843 0.064131674878220246 -0.76388878390553361 0.069455454582892859 -0.050507503509918929 0.0006383543442471688 -0.034057848167043402
leaf_weight=268.18237321655033 171.06048495977302 25.771957569726514 0.22949827427510072 15.25485974687035 40.150837635243079 1236.4251331744308 61.449821833404712
leaf_count=2006 2311 2171 18 6545 429 10648 916
internal_value=0 0.00230615 0.0568126 0.00143208 0.00078601 0.0021011 -0.00100439
internal_weight=0 1647.46 26.0015 1621.46 1606.21 1566.06 1297.87
internal_count=25044 22733 2189 20544 13999 13570 11564
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=8
num_cat=0
split_feature=3 5 13 9 11 3 11
split_gain=10.8412 13.2316 11.4738 9.58533 13.4072 9.37377 9.32542
threshold=101.50000000000001 4.0739774703979499e-05 33.31021122969964 0.00038850307464599615 0.0023374557495117192 98.500000000000014 0.0027894973754882817
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 -1
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0016723838440950074 0.040574784185022382 0.072352937276905102 -0.084576049297308095 -0.1170638655768122 0.12283550992452218 -0.024275178410142782 -0.030331879083081173
leaf_weight=1402.6978469566675 48.701626624446362 43.271701455698349 12.509228235343469 9.3985016131773573 3.0969469845294944 184.77698152069934 97.363466985756531
leaf_count=10135 2693 7279 131 211 69 1544 2864
internal_value=0 0.0284592 0.0026897 0.0205281 -0.0576036 -0.00302277 -0.000404899
internal_weight=0 116.978 73.7063 61.1971 12.4954 1684.84 1500.06
internal_count=24926 10383 3104 2973 280 14543 12999
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=0
split_feature=4 9 7 1 2 9 5
split_gain=7.50332 9.304 8.15159 7.52229 8.50667 9.57093 7.74195
threshold=35.703125000000007 0.00070118904113769542 0.016181945800781253 31992.500000000004 4828.5000000000009 8.9913606643676771e-05 0.00029146671295166021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.021910423317262381 0.051164726208984962 -0.050567693072805397 0.024275643712566804 -0.0062118465855210961 0.047383981456077355 -0.018448011134056596 0.1124387252969449
leaf_weight=238.09331183554605 27.794130248221336 37.369067557068774 126.81750108575216 1179.5635792315879 28.764082824927755 167.83466405374929 4.6438619538675985
leaf_count=1744 7910 345 1187 12451 186 1099 65
internal_value=0 -0.00119606 -0.000139196 -0.00205176 0.00911757 -0.00601784 -0.0149237
internal_weight=0 1783.09 1745.72 1618.9 439.336 201.243 172.479
internal_count=24987 17077 16732 15545 3094 1350 1164
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=8
num_cat=0
split_feature=3 9 2 0 1 3 1
split_gain=9.76086 7.16139 7.45437 14.8792 7.31589 18.2036 11.238
threshold=107.50000000000001 0.00012940168380737307 4955.5000000000009 3.5000000000000004 14246.500000000002 43.500000000000007 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7
right_child=-2 4 -4 -5 -6 6 -8
leaf_value=0.068627325960494687 0.054793338847264728 -0.01819027605597752 -0.00057961568492465487 0.0068928009127090656 -0.0078591029921400678 -0.020167775793864015 0.097587923932803022
leaf_weight=53.700248343870044 31.517777796485461 53.952405972639099 350.3523256839253 143.0162512040697 1129.8561969898874 10.7465663831681 32.962111321976408
leaf_count=401 8944 381 2541 1245 11099 74 302
internal_value=0 -0.0013485 0.00816724 0.0237454 -0.0055894 0.0206691 0.0686355
internal_weight=0 1774.59 547.069 196.716 1227.52 97.6611 43.7087
internal_count=24987 16043 4187 1646 11856 757 376
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=3 2 9 9 0 3 3
split_gain=8.4521 7.82901 12.3096 8.22838 7.87645 7.67279 15.7096
threshold=125.50000000000001 2404.5000000000005 0.00019699335098266604 6.4224004745483412e-05 3.5000000000000004 100.50000000000001 95.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 -5
right_child=-2 3 -4 5 -6 -7 -8
leaf_value=0.12040033072983876 0.084436700150915631 0.024277899159460537 -0.00044296244074952079 -0.0022497023893427183 0.035497783952782823 0.018614791290565948 -0.030509396348799695
leaf_weight=13.828747540945185 11.698334007262018 102.89938588358928 120.44791578306467 1144.4058624331956 52.066933349589817 126.59206792674377 237.54192680917913
leaf_count=100 5366 947 1354 9965 484 4620 2103
internal_value=0 -0.000838369 0.0185675 -0.00308244 0.0533159 -0.00494873 -0.00710725
internal_weight=0 1797.78 186.344 1611.44 65.8957 1508.54 1381.95
internal_count=24939 19573 1938 17635 584 16688 12068
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=8
num_cat=0
split_feature=11 4 5 5 5 4 11
split_gain=8.15753 8.46724 10.9536 7.86051 6.70044 11.4955 7.55605
threshold=0.0015883445739746096 2.6162109375000004 8.136034011840822e-06 5.6594610214233405e-05 1.1175870895385744e-05 10.230468750000002 0.0007598400115966798
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 -1
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.0065597079175183613 -0.034866885943963498 0.053413048920710339 -0.0061852032970731857 0.0098395823115817078 0.01124099660552895 0.15141974807518446 -0.016710682713987304
leaf_weight=296.59873337368481 168.24880794016644 36.195752901257947 208.3310447470285 51.326092371484265 777.2590255101677 4.7753418595530084 263.50141282816185
leaf_count=2978 1404 253 9926 362 7786 41 2273
internal_value=0 -0.0101627 0.0026368 -0.0244166 0.00521752 -0.00307067 -0.00438794
internal_weight=0 464.102 244.527 219.575 1342.13 564.875 560.1
internal_count=25023 11945 10179 1766 13078 5292 5251
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=3 9 9 7 6 8 9
split_gain=7.43053 7.2476 5.40995 9.69855 7.15247 7.01892 5.6962
threshold=125.50000000000001 4.848837852478028e-05 0.00094819068908691417 0.045608520507812507 0.051284790039062507 0.38549804687500006 0.00045907497406005865
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 -4 -5 -1
right_child=1 -3 4 5 -6 -7 -8
leaf_value=0.0021725148734725872 -0.29361233479174248 0.10094915741350188 -0.082490980866503569 0.24057684301694626 0.10016473560409869 0.051451885216873765 -0.018513188139632823
leaf_weight=1618.048984175839 0.48697216820437361 10.419601708796106 14.528192481608132 2.4981919709825879 2.514591593964723 9.1456146579293982 145.05408126919065
leaf_count=13805 75 5355 267 21 2150 79 3225
internal_value=0 0.0833226 0.000532946 0.00107142 -0.0555391 0.0920355 0.000470654
internal_weight=0 10.9066 1791.79 1774.75 17.0428 11.6438 1763.1
internal_count=24977 5430 19547 17130 2417 100 17030
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=8
num_cat=0
split_feature=3 11 11 8 1 4 2
split_gain=6.99466 6.83809 5.96415 11.5938 10.343 22.5277 8.16569
threshold=125.50000000000001 0.012813568115234377 0.0011229515075683596 0.045791625976562507 75778.500000000015 5.5839843750000009 3240.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.044062232975807802 0.082501907828245291 -0.15881316716570409 -0.025273363397260985 0.0010701940970677258 -0.018509004164650896 0.097772391703978667 0.0079084174332185089
leaf_weight=69.423359091102611 10.200562620186245 2.7252331763447719 236.54716613178607 568.71662136950181 264.38471461908193 17.780980352894403 623.87846803799039
leaf_count=649 5432 36 2149 8971 2522 189 4970
internal_value=0 -0.000540909 -0.000298654 -0.00666826 0.00495955 -0.0111813 0.0115287
internal_weight=0 1783.46 1780.73 805.264 975.468 282.166 693.302
internal_count=24918 19486 19450 11120 8330 2711 5619
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=5 4 11 1 3 9 4
split_gain=6.39258 16.4806 8.00012 9.4666 7.9783 7.91456 7.06375
threshold=4.976987838745118e-06 5.3007812500000009 0.0015540122985839846 122287.50000000001 107.50000000000001 0.00015324354171752932 2.2841796875000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -5
right_child=2 -3 4 6 5 -7 -8
leaf_value=-0.017748692165831925 0.010276666599322175 0.065599362781023018 -0.01214332534209729 -0.036776190354153623 -0.71885539790029385 0.091859137600892357 0.016338996197929771
leaf_weight=370.37853475054726 885.88398386616609 25.346914434339851 391.3312337382813 79.664900127332658 0.12164959264919062 9.2354221227142244 36.513398196577327
leaf_count=3372 8482 172 6003 908 38 5503 525
internal_value=0 -0.01241 0.00198137 0.00675681 -0.00996131 0.0812913 -0.0200827
internal_weight=0 395.725 1402.75 1002.06 400.688 9.35707 116.178
internal_count=25003 3544 21459 9915 11544 5541 1433
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=8 0 9 8 9 8 2
split_gain=5.05321 6.36285 7.81348 16.357 6.6616 8.29524 6.17387
threshold=0.0046310424804687509 3.5000000000000004 0.0006148815155029298 0.21734619140625003 0.00011029839515686037 0.080841064453125014 3974.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.035370529886536523 0.088572347725310599 -0.007129281160516367 -0.030526895425295981 0.059059326828521379 -0.0086919049567952492 0.013707547139721983 0.01520663908593415
leaf_weight=40.981966141785961 12.143220065627245 715.30739630984317 58.178529300887021 57.266959239379503 460.37521198314789 257.97536203461641 206.86823947523953
leaf_count=339 178 11822 3885 675 3795 2624 1756
internal_value=0 0.000148494 0.00509323 0.00717676 0.00400703 -0.000647764 0.0192746
internal_weight=0 1768.11 1052.81 994.629 937.362 718.351 219.011
internal_count=25074 24735 12913 9028 8353 6419 1934
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=8
num_cat=0
split_feature=1 1 11 1 6 3 3
split_gain=6.31229 8.36835 5.66578 8.90044 8.34471 9.7831 8.02823
threshold=10840.500000000002 8010.0000000000009 0.0011229515075683596 38465.500000000007 0.0075359344482421884 101.50000000000001 86.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 6 -6
right_child=2 -3 4 -5 5 -7 -8
leaf_value=-0.01310095976538031 0.019963950154503578 0.07240336661862834 -0.022112099042668139 -0.0017637925646098182 0.0046249582447181322 0.048926228121764954 -0.023917517556620527
leaf_weight=19.901612072600983 255.4677092517959 26.940494088717969 260.25231264991453 719.53324077013531 325.20952123921597 37.713110304932343 141.38900309900055
leaf_count=218 1695 299 2081 7884 4211 6872 1702
internal_value=0 0.0360756 -0.00112448 0.00392927 -0.00756921 -6.42726e-05 -0.004024
internal_weight=0 46.8421 1739.56 975.001 764.564 504.312 466.599
internal_count=24962 517 24445 9579 14866 12785 5913
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=8
num_cat=0
split_feature=11 6 11 7 11 6 13
split_gain=5.9816 8.05091 5.83208 6.73463 5.5387 5.16809 5.20285
threshold=0.00038588047027587896 0.0042324066162109384 0.0019021034240722658 0.0077838897705078134 0.012813568115234377 0.061477661132812507 2.89225572406996
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4
right_child=1 2 3 4 -6 -7 -8
leaf_value=0.027760338715542128 -0.014241589553083557 0.0056787842838411616 -0.13909125018961757 0.021646141909877098 -0.18852196545706315 0.10038383033603782 -0.020609990447239535
leaf_weight=75.664048944716342 360.87897564971354 1105.4165021755471 3.7842764173983587 60.614122142025735 1.2800584185606556 3.4551226714102077 179.14391435985453
leaf_count=905 3029 11201 56 3452 18 3517 2813
internal_value=0 -0.000969971 0.00256809 -0.0112818 0.0172984 -0.0207727 -0.0230613
internal_weight=0 1714.57 1353.69 248.277 61.8942 186.383 182.928
internal_count=24991 24086 21057 9856 3470 6386 2869
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
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split_feature=11 0 4 8 6 8 9
split_gain=5.15367 4.71047 6.84255 9.75798 8.49092 7.41454 7.36677
threshold=0.012813568115234377 4.5000000000000009 3.8466796875000004 0.21331787109375003 0.012371063232421877 0.36242675781250006 0.00015980005264282229
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=0.0038966887917635433 -0.14961349939396193 -0.001269026565736844 0.090473365828275809 0.1048855408624771 -0.021526927391056869 -0.0058794705482016416 -0.030132765723627108
leaf_weight=1336.8356352660921 2.2763157240406136 200.34446560440119 7.8682065653265445 17.805940810634642 48.432546206619008 9.1480624276155122 158.28575459297281
leaf_count=17551 39 2452 93 950 2017 272 1555
internal_value=0 0.000938035 -0.00801277 0.0178141 -0.00587397 0.0672927 -0.0140084
internal_weight=0 1778.72 441.885 83.2548 56.3008 26.954 358.63
internal_count=24929 24890 7339 3332 2110 1222 4007
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=1 3 11 3 2 11 2
split_gain=6.08752 13.5515 13.3167 6.61963 7.14915 5.75958 10.5706
threshold=14246.500000000002 41.500000000000007 0.0025625228881835942 106.50000000000001 5362.5000000000009 0.0025243759155273442 2440.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -2
right_child=5 3 -4 4 -6 -7 -8
leaf_value=0.021320861990376819 0.025145477105741571 0.072615601037779809 -0.08527668208091288 -0.032785704573630108 -0.55390108086881484 -0.024511405795390902 -0.0031300640086900826
leaf_weight=40.754290882498026 145.7415468281979 43.151967205223627 16.44915733509697 1.9896975328010733 0.30305807426339004 106.7377778358059 1424.4458906113432
leaf_count=226 1538 375 179 231 18 7424 14927
internal_value=0 0.0230532 -0.0093321 0.063818 -0.101746 -0.00203358 -0.000505579
internal_weight=0 102.648 57.2034 45.4447 2.29276 1676.93 1570.19
internal_count=24918 1029 405 624 249 23889 16465
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=6 4 9 9 4 7 3
split_gain=7.72119 14.7111 9.29473 6.43408 8.64091 7.80475 6.86208
threshold=0.0043392181396484384 2.2216796875000004 0.00010684132575988771 0.00057053565979003917 77.593750000000014 0.040924072265625007 101.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -2
right_child=3 -3 -4 4 -6 -7 -8
leaf_value=0.0006956720982878794 0.0027266713980802679 0.026826929492231689 -0.034470130272412247 -0.039670990166483948 0.074618550945006537 0.14469315044340716 0.033679769992182557
leaf_weight=118.1621794370003 1239.6425020868191 77.460933291178662 206.5361081410083 59.216999003474484 7.4468309222575035 3.98356982768746 76.013666660830495
leaf_count=1133 9115 558 1788 1274 5539 38 5532
internal_value=0 -0.0123311 -0.0216728 0.00340703 -0.0269036 0.00493823 0.00451504
internal_weight=0 402.159 324.698 1386.3 66.6638 1319.64 1315.66
internal_count=24977 3479 2921 21498 6813 14685 14647
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=8
num_cat=0
split_feature=12 1 4 5 12 13 13
split_gain=4.62287 5.18099 10.5583 11.8718 7.63649 12.7417 10.9658
threshold=22.500000000000004 84901.000000000015 11.816406250000002 0.00017398595809936526 3.5000000000000004 22.850348685507512 3.2873187405635833
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0014362416422527876 0.062331789780283697 -0.013161458682531378 0.090223202172645178 -0.18015130578633035 -0.34008340754093153 -0.13074416916704248 0.067222388837812216
leaf_weight=1443.4041830378119 12.110739807409116 265.58250947995111 9.7237637844227702 4.3263333123177281 0.67190871972707 3.81959690513031 39.421523305602022
leaf_count=17258 1476 2044 1352 63 35 280 2350
internal_value=0 0.000338131 -0.0121501 -0.0158384 0.00268607 0.043767 0.0603934
internal_weight=0 1766.95 279.633 269.909 1487.32 43.913 40.0934
internal_count=24858 23382 3459 2107 19923 2665 2385
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=0
split_feature=2 12 5 11 11 11 4
split_gain=5.93948 11.0981 10.656 10.2051 10.3612 8.74788 8.22345
threshold=9269.5000000000018 1.0000000180025095e-35 7.7515840530395521e-05 0.00092530250549316417 0.0012097358703613283 0.00060391426086425792 11.261718750000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 -7
right_child=1 3 -4 4 -6 6 -8
leaf_value=0.0030337566043858932 0.0063152364456388957 -0.048413231857045935 0.045054081373672644 -0.37246095816505786 -0.045062482686759643 -0.032775013848287592 0.064219947801250774
leaf_weight=1417.5666876695177 133.03003688482568 16.013032922055576 35.187660097057233 2.1961539046606045 1.7265757946006486 166.40173816354945 9.2251394198974577
leaf_count=20506 702 724 1511 27 72 1314 99
internal_value=0 -0.01129 -0.00708422 -0.083828 -0.228376 -0.0130282 -0.02768
internal_weight=0 363.78 343.845 19.9358 3.92273 308.657 175.627
internal_count=24955 4449 3626 823 99 2115 1413
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=9 8 5 4 3 7 4
split_gain=4.68098 6.72312 8.08087 7.06452 6.98873 5.78397 7.4038
threshold=0.00047433376312255865 0.29846191406250006 1.922249794006348e-05 77.593750000000014 88.500000000000014 0.016181945800781253 0.30017089843750006
decision_type=2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.00013255029972457277 -0.034996776537589175 -0.01447263825198254 0.13735187618550995 0.07128323366194049 -0.013078801835646033 0.13767966727733241 0.018951292228700262
leaf_weight=1539.9674500563706 109.48055287770694 24.471350816660561 8.4440316733089258 6.6328955705539547 4.8689324177103108 5.639226521132513 76.480628149380209
leaf_count=15747 2150 206 244 5157 606 33 785
internal_value=0 -0.0170024 0.0196373 -0.0289254 0.0823359 0.00124639 0.0271051
internal_weight=0 153.898 37.7843 116.113 13.313 1622.09 82.1199
internal_count=24928 8363 1056 7307 850 16565 818
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=4 3 11 7 11 13 13
split_gain=4.05337 6.29665 13.2299 35.188 9.51299 6.4406 5.53851
threshold=35.703125000000007 43.500000000000007 0.0054798126220703134 0.00077843666076660167 0.0055484771728515634 19.616975775544702 43.303458281875997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -3
right_child=1 6 3 4 -6 -7 -8
leaf_value=0.00019843159933377152 -0.12264451677042268 0.078937545673994691 -2.4594835326727398 -1.29621945647862 -0.071106379223644642 0.10834727379405627 -0.14573135183466662
leaf_weight=1753.3694309803686 2.1868987370398854 19.08947032104334 0.077750266762450226 0.071100081666372716 0.5611373275751248 2.6931807284709066 1.1638282870262617
leaf_count=17113 184 7224 23 5 188 148 135
internal_value=0 0.0400925 -0.0538595 -0.457071 -0.209549 0.00483111 0.0660247
internal_weight=0 25.8434 5.59007 0.709988 0.632237 4.88008 20.2533
internal_count=25020 7907 548 216 193 332 7359
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=0
split_feature=1 3 1 4 3 3 4
split_gain=5.91837 7.62201 7.3628 6.81743 7.33541 5.32185 4.63804
threshold=13600.000000000002 41.500000000000007 6778.5000000000009 6.6933593750000009 25.500000000000004 8.5000000000000018 7.3769531250000009
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=0.01523768956080261 -0.0039158383905900191 -0.015175917932545181 0.077686125628387045 -0.18836364994833976 -0.24928261137341498 0.011527965211857144 0.011477727671691593
leaf_weight=38.347045827656984 1464.2893856479204 11.493528712308033 33.203383955726167 1.7250485643744449 2.0026382487267256 5.8397150129312649 225.92842475177167
leaf_count=224 13301 89 483 12 28 84 10747
internal_value=0 0.0241046 0.0538072 -0.00360354 -0.0791192 -0.034061 -0.0018582
internal_weight=0 92.6114 44.6969 47.9144 9.5674 7.56476 1690.22
internal_count=24968 920 572 348 124 96 24048
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=2 4 8 5 6 12 6
split_gain=5.44444 5.5098 12.979 12.6992 8.60215 8.87379 6.08017
threshold=2404.5000000000005 10.230468750000002 0.21734619140625003 1.8745660781860355e-05 0.030342102050781253 1.0000000180025095e-35 0.052108764648437507
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -5
right_child=1 2 -4 6 5 -7 -8
leaf_value=0.016795872643708847 -0.0020670977139179733 0.091168844193128762 0.09367915743169726 -0.011663569006849157 -0.033648391399065773 -0.19000230168567339 0.10125105224734994
leaf_weight=186.96312085631507 1428.0661459109979 15.197650665533727 19.337606848457654 103.24324446884566 20.47348298679572 4.4118682038388206 4.999449429124069
leaf_count=2380 12762 129 2401 2649 250 70 4373
internal_value=0 -0.00124081 0.0175041 0.00557055 -0.00308283 -0.0613706 -0.00644797
internal_weight=0 1595.73 142.778 123.44 1452.95 24.8854 108.243
internal_count=25014 22634 9552 7151 13082 320 7022
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=11 7 0 2 9 5 9
split_gain=7.17389 9.36544 7.38223 10.2941 7.16823 10.9411 7.6787
threshold=0.0011229515075683596 0.0080299377441406267 3.5000000000000004 4020.5000000000005 0.00025093555450439459 0.00012928247451782229 0.00016826391220092776
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.059813456946432086 -0.011324321600763125 0.016058073330011059 -0.0022242941413130922 0.0087100873621115613 -0.030803603178294555 0.12630426082361296 0.043607932033551282
leaf_weight=46.782857323181815 646.80173505120183 154.80032165828015 475.96151849601301 312.80601465236396 62.323777765559498 4.7716843460220835 78.967906982725253
leaf_count=432 10892 4427 5511 2590 486 46 633
internal_value=0 -0.0060364 0.00671417 0.0151278 0.0105719 -0.0196297 0.0157443
internal_weight=0 801.602 981.614 505.652 458.869 67.0955 391.774
internal_count=25017 15319 9698 4187 3755 532 3223
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=9 3 2 3 12 3 5
split_gain=6.31044 6.95745 5.82157 7.41004 6.62997 9.67308 8.25006
threshold=6.4224004745483412e-05 105.50000000000001 9933.5000000000018 92.500000000000014 11.500000000000002 67.500000000000014 3.3587217330932624e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.023994679986687008 0.00020938515984153224 0.039279202876476516 -0.015278468172655253 -0.040554638011220674 -0.30564803798465373 0.10556465315087304 0.034789113505701401
leaf_weight=104.52414939948358 1376.9382715921674 41.145594480753061 122.5030969902873 84.04853716440266 1.6679183617234223 0.87031007092446078 45.00055097596487
leaf_count=1156 12531 9042 794 838 32 26 597
internal_value=0 -0.00133251 -0.00235702 -0.0162646 -0.00425843 -0.164654 -0.00182753
internal_weight=0 1672.17 1631.03 254.09 170.042 2.53823 167.504
internal_count=25016 23860 14818 2287 1449 58 1391
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=11 1 11 3 13 11 6
split_gain=4.78011 8.28552 10.5969 6.88614 9.82691 8.1957 6.79687
threshold=0.0007064342498779298 76898.500000000015 0.00069642066955566417 102.50000000000001 27.820344987205861 0.00042855739593505865 0.0064125061035156259
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -2
right_child=6 2 -4 4 -6 -7 -8
leaf_value=0.055522113385565668 -0.013006471835133305 -0.011340425621931662 0.15583003887441982 0.019216848436716553 -0.20276527930864635 0.013668220891733463 0.0026205844587976869
leaf_weight=57.895926165394485 405.3116428044741 176.1391488891677 3.8750055878190315 4.9189552039606479 3.3536102475482039 243.80529658449814 888.36220612228499
leaf_count=427 3403 1856 42 901 101 1596 16689
internal_value=0 0.00932223 -0.00774156 0.0192319 -0.0707767 0.0217 -0.00227541
internal_weight=0 489.988 180.014 309.974 8.27257 301.701 1293.67
internal_count=25015 4923 1898 3025 1002 2023 20092
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=8
num_cat=0
split_feature=5 4 12 0 7 11 7
split_gain=7.60454 5.58998 5.28036 7.12875 14.5218 4.46124 4.55246
threshold=1.4901161193847659e-07 5.3007812500000009 22.500000000000004 13.500000000000002 0.0024900436401367192 0.012813568115234377 0.045608520507812507
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -2
right_child=2 -3 3 4 -6 -7 -8
leaf_value=-0.056342244941918529 -0.00069606503563771592 0.083387555717119061 0.093307115828105192 -0.6614459164728651 0.10859114439200722 -0.14161253133128554 0.057695857475850404
leaf_weight=35.242285744403489 1713.6699769638872 3.1158882777672252 10.290662220264492 0.39213615120388456 0.65104063408216462 2.2347221409581826 13.456313234288244
leaf_count=305 22939 20 1412 28 29 39 174
internal_value=0 -0.044991 2.20568e-05 0.0680548 -0.180995 -0.000423826 -0.00024111
internal_weight=0 38.3582 1740.69 11.3338 1.04318 1729.36 1727.13
internal_count=24946 325 24621 1469 57 23152 23113
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=8
num_cat=0
split_feature=6 9 3 1 1 12 4
split_gain=4.12701 5.15433 4.25462 10.2653 6.13575 5.845 14.9693
threshold=0.062591552734375014 0.00090003013610839855 36.500000000000007 13600.000000000002 6778.5000000000009 3.5000000000000004 0.61791992187500011
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=0.01301823937038555 0.10082619872890762 -0.056006765759316859 -0.017658615771561064 -0.0042687959668302041 0.071445536761074666 -0.35582647999894718 0.058054952047589592
leaf_weight=247.25736412103288 3.9573176279300233 17.120006141471094 10.566676498157902 1448.0488307180058 28.765376406037831 1.504748156294226 2.0834244322031736
leaf_count=1478 5412 581 86 16920 352 47 64
internal_value=0 -0.00140566 -0.000867874 -0.00289962 0.0475074 0.0111793 -0.115529
internal_weight=0 1755.35 1738.23 1487.38 39.3321 250.846 3.58817
internal_count=24940 19528 18947 17358 438 1589 111
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=8
num_cat=0
split_feature=6 4 6 9 8 4 7
split_gain=4.58665 4.79621 3.7824 4.17075 6.68867 5.76005 5.47995
threshold=0.00062751770019531261 4.0175781250000009 0.062591552734375014 0.0005118846893310548 0.30749511718750006 34.390625000000007 0.00069069862365722667
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 -5
right_child=2 -3 -4 4 -6 -7 -8
leaf_value=-0.046949251347246201 -0.00044153394552343199 0.065050374360438881 0.10079423464108515 0.023176296961171395 0.02248047641873405 0.08240935383636519 -0.043911104414658203
leaf_weight=36.281188038003165 1599.0363922736724 4.2735974162351331 3.6333201413508496 14.544167376356198 28.73774419176334 8.4352572558855154 74.759904330858262
leaf_count=314 15565 28 5361 275 517 909 2037
internal_value=0 -0.0351463 -0.0011244 -0.00133903 -0.0194817 -6.75007e-06 -0.0329851
internal_weight=0 40.5548 1729.15 1725.51 118.042 1607.47 89.3041
internal_count=25006 342 24664 19303 2829 16474 2312
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=8
num_cat=0
split_feature=8 4 9 9 8 13 11
split_gain=4.19236 7.63068 6.29613 6.2784 5.75249 6.03384 4.86557
threshold=0.24603271484375003 7.7167968750000009 0.00094819068908691417 0.0016798973083496096 0.25402832031250006 29.410963892593241 0.00061154365539550792
decision_type=2 2 2 2 2 2 2
left_child=6 2 4 -3 -2 -6 -1
right_child=1 3 -4 -5 5 -7 -8
leaf_value=0.0096120519468141669 0.076963847728388518 0.075436742049610192 -0.14010247543072438 -0.1884321832308426 -0.0010619821061856091 0.093857923917533892 -0.0043626479650523461
leaf_weight=309.55407770103193 11.513403404271228 24.128762882457526 2.8867905121296635 0.93638019158242869 138.31419874058338 7.03737903619185 1276.6280713250162
leaf_count=3230 107 1873 31 174 1185 39 18310
internal_value=0 0.014279 0.00623029 0.0655764 0.0089236 0.00353388 -0.00163539
internal_weight=0 184.817 159.752 25.0651 156.865 145.352 1586.18
internal_count=24949 3409 1362 2047 1331 1224 21540
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=8
num_cat=0
split_feature=11 4 1 1 3 1 1
split_gain=4.52009 8.2244 13.8636 6.75774 9.9207 8.80937 9.42478
threshold=0.0015349388122558596 13.085937500000002 39386.000000000007 33129.500000000007 74.500000000000014 28530.000000000004 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6
right_child=3 2 -4 -5 5 -7 -8
leaf_value=0.0021638401745874831 -0.011524405887640282 -0.041168496403284092 0.10140291685034818 -0.021733158013250896 -0.042336877639931096 -0.03292263406278461 0.059168173795844048
leaf_weight=1262.2975000859587 175.48021862853784 10.173481354373509 20.692114732126356 204.05004776671558 10.699554816819726 18.389204536011675 63.043190315751417
leaf_count=11800 1904 137 767 8198 81 487 1585
internal_value=0 0.0034109 0.0544105 -0.00802531 0.0024267 0.0289988 0.0444403
internal_weight=0 1293.16 30.8656 471.662 267.612 92.1319 73.7427
internal_count=24959 12704 904 12255 4057 2153 1666
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=8
num_cat=0
split_feature=5 12 12 1 12 3 1
split_gain=4.05014 5.98231 4.96665 8.67587 6.39992 10.0305 5.34177
threshold=6.2286853790283212e-06 20.500000000000004 18.500000000000004 144176.50000000003 6.5000000000000009 21.500000000000004 26767.500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.0095311890215792529 0.0036021291177254495 0.10438096651077861 -0.0045092518636524912 -0.37788193832792177 -0.47710429226565049 0.071749649785831149 -0.016307081109562832
leaf_weight=106.26464388112072 1310.9029274464046 4.7390051808324634 1.6538361623533995 0.99749273061752308 0.34085840731859107 13.781377586536108 323.87516280508135
leaf_count=735 20805 459 57 10 5 656 2282
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internal_weight=0 451.652 446.913 2.65133 444.262 14.1222 430.14
internal_count=25009 4204 3745 67 3678 661 3017
is_linear=0
shrinkage=0.1


Tree=106
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split_feature=2 0 4 6 12 2 11
split_gain=6.09863 4.14464 6.79304 12.4736 7.15308 6.98164 6.31989
threshold=20224.000000000004 3.5000000000000004 6.6933593750000009 0.017890930175781253 1.0000000180025095e-35 3895.5000000000005 0.0010085105895996096
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6
right_child=-2 2 3 4 6 -7 -8
leaf_value=0.0047886625283889732 -0.042402873955599094 -0.0087121572526924953 0.08014324860749876 -0.019314647906849943 0.11186714804443675 0.06115751134117095 -0.11296805534957551
leaf_weight=1034.2659464607059 33.357642244234739 621.16077438608045 25.397001611592714 27.255745202448452 1.4608255600905966 17.83597112041025 8.659576883655971
leaf_count=12820 372 6640 301 2004 77 2399 389
internal_value=0 0.00076385 -0.0051679 0.0221435 -0.0045361 0.0125161 -0.080511
internal_weight=0 1736.04 701.77 80.6091 55.2121 45.0917 10.1204
internal_count=25002 24630 11810 5170 4869 4403 466
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=8
num_cat=0
split_feature=2 7 2 12 7 0 6
split_gain=6.6122 4.19975 3.68921 8.68755 13.1414 13.4292 10.7246
threshold=20224.000000000004 0.045608520507812507 4877.5000000000009 1.0000000180025095e-35 0.00017720460891723636 2.5000000000000004 0.011432647705078127
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=0.0060551189984955614 -0.042809334358594985 0.058653334844956634 -0.00030548752847758121 0.07625064200684338 -0.21190331929103673 -0.0039388256445344154 -0.097734644943765228
leaf_weight=868.0474066514289 33.720089642127277 12.942060897337795 781.75133069927688 8.6614075179386401 5.0346805914305142 31.07328804556164 20.059863853333809
leaf_count=12710 377 186 9186 511 94 1245 659
internal_value=0 0.00190266 0.00147429 -0.0032227 -0.0384 -0.0560802 -0.040736
internal_weight=0 1727.57 1714.63 846.581 64.8292 56.1678 51.1332
internal_count=24968 24591 24405 11695 2509 1998 1904
is_linear=0
shrinkage=0.1


Tree=108
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split_feature=11 3 3 13 1 1 4
split_gain=4.5986 5.51637 4.66422 5.59716 7.56711 4.65589 7.28682
threshold=0.0003970861434936524 125.50000000000001 27.500000000000004 11.426183795074019 35429.000000000007 14246.500000000002 11.816406250000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4
right_child=1 -3 5 -5 -6 -7 -8
leaf_value=0.023749092563820906 0.14598987031541699 0.087042054158808793 0.039967447355324641 0.0076378899524836901 0.025180898514669314 -0.0031596784757273581 -0.05676928289657579
leaf_weight=85.706173307320569 7.1996944981510778 7.2487948535272144 51.048421949206386 121.23802107712254 18.525271234684624 1454.6578623598762 9.187909517408114
leaf_count=1026 54 5317 326 842 116 17033 281
internal_value=0 -1.76252e-06 -0.000381457 0.0166276 0.0589937 -0.00203154 0.0252118
internal_weight=0 1669.11 1661.86 146.963 25.725 1514.89 60.2363
internal_count=24995 23969 18652 1012 170 17640 607
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=8
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split_feature=13 3 1 6 12 8 6
split_gain=3.7382 3.66838 5.33969 4.01395 3.75993 15.2557 17.5973
threshold=48.568528956762435 27.500000000000004 8010.0000000000009 0.024635314941406253 6.5000000000000009 0.16229248046875003 0.013446807861328127
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7
right_child=-2 4 3 -5 5 6 -8
leaf_value=-0.080374919636105061 -0.038197371043828005 -0.0012238591157376381 0.024008684204913748 -0.050924378812177443 0.063452370549756096 0.02750324313778121 -0.12933497012861467
leaf_weight=5.5011079082032657 24.400760309639736 1523.7532094615453 134.67129692155868 7.5490381561103268 39.594310688393307 19.352484986506173 11.348787896975407
leaf_count=44 210 19585 753 201 3180 691 327
internal_value=0 0.00121634 0.0162918 0.0200311 -0.000180707 0.0224309 -0.030473
internal_weight=0 1741.77 147.721 142.22 1594.05 70.2956 30.7013
internal_count=24991 24781 998 954 23783 4198 1018
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=8
num_cat=0
split_feature=0 12 11 0 4 12 5
split_gain=4.20171 13.7049 15.0178 5.48636 8.40665 6.61393 5.81435
threshold=2.5000000000000004 5.5000000000000009 0.00077939033508300792 3.5000000000000004 19.929687500000004 2.5000000000000004 7.2568655014038099e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -2 -5
right_child=3 2 -4 4 -6 -7 -8
leaf_value=-0.0049283125262733589 0.010034741074521311 -0.012042498225452704 -0.45998169240989645 0.00041510276847099694 0.071395305828157354 0.071827577971002393 -0.027798325648127349
leaf_weight=533.35569091442449 514.2301841999215 1.6211723377928131 1.3900527488440273 590.77463199032354 15.507585857310913 17.924894081355887 83.350052387293545
leaf_count=4637 7121 112 22 6449 4158 1294 1131
internal_value=0 -0.00612947 -0.218854 0.00448779 -0.00139867 0.0121162 -0.00307327
internal_weight=0 536.367 3.01123 1221.79 689.632 532.155 674.125
internal_count=24924 4771 134 20153 11738 8415 7580
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=8
num_cat=0
split_feature=9 6 0 8 11 2 7
split_gain=4.16069 4.50114 4.84432 7.93203 6.12775 7.28468 7.21764
threshold=0.00047433376312255865 0.00062751770019531261 3.5000000000000004 0.21331787109375003 0.0011229515075683596 3974.5000000000005 9.7274780273437514e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6
right_child=-2 2 -4 -5 6 -7 -8
leaf_value=-0.033499304954289426 -0.01535073248208739 0.056656585903950278 -0.0038425953802113072 0.050685104001670638 -0.039908083867433351 0.0097995309480660864 0.0014327670832260382
leaf_weight=35.137834792898502 153.1496225807532 36.096113610372413 659.60675732343952 40.46478350032703 47.51853865449084 410.4897511053714 379.54210875632998
leaf_count=305 8377 355 8345 450 432 3341 3381
internal_value=0 0.00189849 0.00268886 0.00740184 0.00539706 0.0135869 -0.0031672
internal_weight=0 1608.86 1573.72 914.111 873.647 446.586 427.061
internal_count=24986 16609 16304 7959 7509 3696 3813
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=8
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split_feature=12 11 4 11 11 6 8
split_gain=4.53246 3.72582 3.81112 6.68481 9.2272 5.9317 5.70021
threshold=20.500000000000004 0.012813568115234377 16.304687500000004 0.0030794143676757817 0.0038652420043945317 0.018501281738281253 0.20916748046875003
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=-0.0012623368116055455 0.05328096317941327 -0.13542763426164142 0.076031978984565984 -0.097475534701595395 0.035328502557680171 -0.0030990896046679136 0.10422594633191129
leaf_weight=1668.5532138098206 15.886742089707694 2.0399577669304554 23.938578270666767 10.052548450963515 10.908729058188326 33.325880101350776 5.8112933244119622
leaf_count=13738 1754 41 327 1284 4717 2315 918
internal_value=0 -0.000373032 -0.000215803 0.020563 -0.0283616 0.0368217 0.0128378
internal_weight=0 1754.63 1752.59 84.037 20.9613 63.0758 39.1372
internal_count=25094 23340 23299 9561 6001 3560 3233
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=8
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split_feature=4 1 8 5 1 5 13
split_gain=2.80873 2.3965 3.64386 3.42951 8.38842 4.58598 6.81446
threshold=77.593750000000014 10840.500000000002 0.14337158203125003 0.00079464912414550792 16692.500000000004 0.0010161399841308596 12.949999507128174
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 -6
right_child=-2 3 -4 4 5 -7 -8
leaf_value=0.012709434868927819 0.06882786625012749 -0.00011006784500246087 0.1009855540410235 -0.64359988794699874 -0.45085702172757636 0.10580194082898842 -0.00081290320322454463
leaf_weight=41.718691911315545 6.0057442461948076 1695.9793693630636 5.2659654855960971 0.26756295194354551 0.53943452854582596 1.0359444684145271 0.89319129677460296
leaf_count=367 5624 18203 60 30 192 353 92
internal_value=0 0.000325644 0.0226041 -0.000290556 -0.112149 -0.0544584 -0.170345
internal_weight=0 1745.7 46.9847 1698.72 2.73613 2.46857 1.43263
internal_count=24921 19297 427 18870 667 637 284
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=8
num_cat=0
split_feature=13 11 2 11 9 2 13
split_gain=4.66739 5.17951 6.53939 5.46385 5.00478 4.98345 4.37141
threshold=33.31021122969964 0.00063824653625488292 7541.0000000000009 0.0035009384155273442 0.00037372112274169927 21412.500000000004 35.725161295338189
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.0023861616666417565 0.023501807318684027 -0.0046628299017188474 -0.03547752549937979 -0.17320140005241424 0.055382947890482592 -0.053653768614005892 -0.027905171707118443
leaf_weight=1504.4366060335087 56.395723722176626 41.488142698071897 115.61115996586159 2.4255438542313668 20.859917886264157 9.8302114348625746 14.143623197945997
leaf_count=22774 327 264 1113 34 178 59 253
internal_value=0 -0.0121059 -0.0203293 0.0018624 0.0154269 0.012049 -0.0491785
internal_weight=0 260.754 194.528 78.9172 62.3481 66.2259 16.5692
internal_count=25002 2228 1842 729 442 386 287
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=8
num_cat=0
split_feature=11 1 4 3 13 1 1
split_gain=4.51591 4.82175 8.4983 7.76558 8.76288 7.82101 6.25576
threshold=0.0015540122985839846 33129.500000000007 43.203125000000007 75.500000000000014 6.9997763989238395 28530.000000000004 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=0.0020196110451322353 0.16501896981162836 -0.025926031523160687 0.078363974261050282 -0.033091077830638325 -0.015738771599668445 -0.036775879784968123 0.050177032161490089
leaf_weight=1296.8574436419294 2.7237393732066257 185.31827755070844 8.1570952610163641 10.58441794477403 173.3781387945055 17.442307361154235 61.125881264408235
leaf_count=12842 19 2582 5483 79 1897 478 1564
internal_value=0 -0.00952447 -0.0215289 -0.000768446 -0.0129427 0.023279 0.0378865
internal_weight=0 458.73 193.475 265.254 176.102 89.1526 71.7103
internal_count=24944 12102 8065 4037 1916 2121 1643
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=8
num_cat=0
split_feature=2 5 4 11 1 1 11
split_gain=4.15539 6.83857 8.20011 4.67315 6.10577 4.83084 4.10188
threshold=10608.000000000002 0.00010994076728820802 2.6982421875000004 0.00049567222595214855 76898.500000000015 122287.50000000001 0.0016579627990722658
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -4
right_child=1 2 6 -5 5 -7 -8
leaf_value=0.0015759091343974596 0.017356189025604134 0.21388877452334479 0.056953186003244588 -0.024856509699823535 -0.086649527122032388 0.041528531322349092 -0.06713009242933328
leaf_weight=1489.2458419804861 65.794173656759085 2.6261139027774325 8.8905602569284365 176.24531386516173 11.197377460804999 3.9870227423962197 3.8036250173681756
leaf_count=21645 563 16 184 1543 117 51 877
internal_value=0 -0.0118543 0.0530511 -0.0157201 0.00416471 -0.0529929 0.0197723
internal_weight=0 272.544 15.3203 257.224 80.9786 15.1844 12.6942
internal_count=24996 3351 1077 2274 731 168 1061
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=8
num_cat=0
split_feature=11 4 5 13 11 13 10
split_gain=3.27469 2.87161 3.85487 3.8234 3.25299 2.7067 2.62794
threshold=0.012813568115234377 0.021697998046875003 2.2321939468383792e-05 49.239461418045103 0.00042855739593505865 46.413943620203305 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -3
right_child=-2 3 -4 -5 5 -7 -8
leaf_value=0.035982414830412285 -0.13237316032489341 0.0017163402923028204 0.042510455361264403 -0.056262009161403261 -0.052338372685988281 0.01992672516474879 0.041938167787683556
leaf_weight=6.1429866644321001 1.8430267764633743 1665.531787206015 8.1162520088255388 11.296778739473664 35.962362566147931 6.0554968640208235 16.403617167979974
leaf_count=69 41 23013 58 95 286 49 1382
internal_value=0 0.000980571 -0.0212421 0.00171918 -0.0319862 -0.0419235 0.00210863
internal_weight=0 1749.51 56.2771 1693.23 48.1608 42.0179 1681.94
internal_count=24993 24952 462 24490 404 335 24395
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=8
num_cat=0
split_feature=11 8 8 12 3 8 12
split_gain=3.19821 6.40519 5.14969 5.79905 8.93789 6.68248 5.93946
threshold=0.0011229515075683596 0.042190551757812507 0.046539306640625007 7.5000000000000009 28.500000000000004 0.12448120117187501 1.5000000000000002
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=0.012776357137351058 -0.02096928813885492 -0.00055213332613199067 -0.0025318342634850898 -0.33417943101597514 0.10299463237290606 0.013586974809631816 -0.04348883753731992
leaf_weight=328.92102923069615 209.17266261523764 578.89650162367616 560.89123208125238 0.64976589940488239 11.782608157693174 28.774684075455298 37.792528597346973
leaf_count=3108 2181 13180 3540 11 1298 1088 547
internal_value=0 -0.00597135 0.00260737 -0.00261976 0.033666 0.0395623 -0.00511732
internal_weight=0 788.069 968.812 639.891 41.2071 40.5573 598.684
internal_count=24953 15361 9592 6484 2397 2386 4087
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=8
num_cat=0
split_feature=6 11 3 4 6 1 1
split_gain=3.12199 2.9764 9.11828 6.37467 6.78336 7.53456 14.8054
threshold=0.062591552734375014 0.0026903152465820317 101.50000000000001 19.257812500000004 0.017890930175781253 55663.000000000007 53544.500000000007
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=-0.0006395855803434993 0.10091210047015109 -0.023073176638203824 0.078166735119243436 0.093250658363175087 -0.0050234665756092147 0.094767154112169863 -0.41307965293513993
leaf_weight=1582.6865502290893 3.0227356677023627 118.49336189788301 9.618071032498845 14.883324155758599 17.252691604924628 7.2058341509400625 0.93711616455402591
leaf_count=14747 5345 1405 1372 224 941 878 49
internal_value=0 -0.000798107 -0.0154723 0.000360222 0.0396456 0.00822879 -0.0260541
internal_weight=0 1751.08 128.111 1622.97 40.279 25.3956 18.1898
internal_count=24961 19616 2777 16839 2092 1868 990
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=8
num_cat=0
split_feature=0 4 12 8 12 10 1
split_gain=3.82592 7.02646 11.9239 11.3778 10.4574 8.91077 8.3996
threshold=4.5000000000000009 1.3852539062500002 1.5000000000000002 0.12307739257812501 1.5000000000000002 1.5000000000000002 174126.00000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -5 -6
right_child=1 2 3 5 6 -7 -8
leaf_value=0.0021578725226696072 -0.032891286754308011 0.013319405301971281 0.061293382959081502 -0.093004906223247974 0.048743940968264121 0.046566110047708491 -0.10077010012262069
leaf_weight=1321.8901148812256 164.41265134513378 195.5293821898631 8.085117060083574 28.587404300458729 28.428205720614642 5.4453764516947549 4.3293748213909558
leaf_count=17707 980 3699 489 492 1229 258 168
internal_value=0 -0.00865563 0.0029233 -0.0453395 -0.0226116 -0.0706726 0.0289825
internal_weight=0 434.818 237.647 42.1179 197.17 34.0328 32.7576
internal_count=25022 7315 4938 1239 2377 750 1397
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=8
num_cat=0
split_feature=4 1 1 3 7 1 3
split_gain=2.90915 4.84694 5.11498 2.14457 2.07656 5.29351 2.41031
threshold=57.796875000000007 16692.500000000004 15568.000000000002 26.500000000000004 0.040924072265625007 20248.500000000004 29.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=4.3749213737178398e-05 -0.11938549062833602 0.090114199377504575 -0.4155682414750011 0.10502425812365788 0.15815809353177876 0.0849243347816733 -0.0075067291903729285
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internal_value=0 0.0544867 -0.0814565 -0.00778469 0.000415147 0.0323196 0.011459
internal_weight=0 10.0066 2.07779 1.70272 1752.5 20.1654 17.2982
internal_count=25056 6523 367 304 18533 192 163
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=8
num_cat=0
split_feature=9 1 13 13 9 1 9
split_gain=4.69217 3.90394 4.76076 4.67985 4.62527 4.4993 4.81492
threshold=0.00047433376312255865 27235.500000000004 11.856830429882018 18.091470276451187 0.00054335594177246105 33768.500000000007 0.0004867315292358399
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=0.0013209179870343054 0.079650867912247375 -0.069045291971258735 0.039672595845469137 0.0041218104253550351 -0.1008683725999525 -0.12087873401927007 -0.0080493752953285629
leaf_weight=1608.7657615583048 6.7216524295254194 23.773386448330712 3.1579034289170513 53.013360376717173 9.0573898560614889 4.0969956469198214 49.176011710249441
leaf_count=16633 154 872 44 1254 343 123 5550
internal_value=0 -0.0172286 -0.000478156 -0.00873572 -0.0645352 -0.0328709 -0.0167274
internal_weight=0 148.997 71.9503 65.2287 12.2153 77.0464 53.273
internal_count=24973 8340 1795 1641 387 6545 5673
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=8
num_cat=0
split_feature=3 3 12 7 12 8 3
split_gain=3.61908 6.51458 9.59328 12.3476 10.097 8.03577 10.4059
threshold=97.500000000000014 100.50000000000001 1.5000000000000002 0.0013594627380371096 11.500000000000002 0.080841064453125014 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -3
right_child=1 5 3 4 -6 -7 -8
leaf_value=0.0025038588951868564 -0.014343051026963592 -0.015104193360642643 0.080055988792633134 -0.19839378185006012 -0.0080418366602785247 0.028794765809041903 -0.46538231801486196
leaf_weight=1421.6264287783997 174.87659267947311 65.540651443232491 3.2284421129152205 8.8649423755705339 4.0641686059534541 77.814847128349356 0.51692512790759693
leaf_count=12576 1479 3184 85 66 48 7552 42
internal_value=0 -0.0090512 -0.0211548 -0.0948775 -0.13856 0.00701996 -0.0186304
internal_weight=0 334.907 191.034 16.1576 12.9291 143.872 66.0576
internal_count=25032 12456 1678 199 114 10778 3226
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=8
num_cat=0
split_feature=2 5 4 4 11 8 5
split_gain=5.28895 8.07274 10.5529 7.39749 9.41253 7.42832 10.3694
threshold=4828.5000000000009 8.6873769760131849e-05 1.0883789062500002 19.929687500000004 0.0016579627990722658 0.095123291015625014 4.3183565139770515e-05
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.0061228150229179039 -0.0058049592710945593 0.11165252107958219 0.010149584207184426 0.088806434195389167 -0.072367802378918836 -0.033490380388286042 0.12441175280936832
leaf_weight=863.57072795075146 711.99412821861915 11.601057171821592 87.459662393859617 7.7751961239846414 40.060798843449447 23.629779687966224 5.0468390928581348
leaf_count=12694 6442 75 4969 155 388 219 51
internal_value=0 -0.00486966 0.0220371 -0.00824998 -0.0092166 -0.0445547 -0.00569958
internal_weight=0 887.567 99.0607 788.507 780.732 68.7374 28.6766
internal_count=24993 12299 5044 7255 7100 658 270
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=8
num_cat=0
split_feature=3 1 3 13 12 13 11
split_gain=3.88812 6.78538 10.1817 7.71396 5.67302 16.6706 5.95918
threshold=41.500000000000007 14246.500000000002 106.50000000000001 40.025313307632061 6.5000000000000009 19.058940043428588 0.0025625228881835942
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 -1
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.015217777950772319 0.045786368656348234 -0.0045949468882642173 -0.27750477045079702 0.10358425567925847 0.062725363652724603 -0.34911093376967678 -0.026602707144290513
leaf_weight=285.74651830631774 43.440491777320858 1361.1694935916348 1.7436939873150543 0.7635191320296143 2.3575378876412278 1.6851591458544133 38.685407434852095
leaf_count=1634 369 21887 151 95 78 29 688
internal_value=0 -0.0033191 0.0344768 -0.161452 0.00876398 -0.108959 0.010231
internal_weight=0 1407.12 45.9477 2.50721 328.475 4.0427 324.432
internal_count=24931 22502 615 246 2429 107 2322
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=8
num_cat=0
split_feature=9 2 12 4 4 3 2
split_gain=4.21022 4.32995 5.52225 8.76713 9.46068 8.63971 6.47652
threshold=0.00090003013610839855 2404.5000000000005 1.0000000180025095e-35 2.6162109375000004 2.6982421875000004 52.500000000000007 2352.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.026617530398445118 -0.050782265697653962 -0.0033709726593630432 0.051286354750939046 0.28836730807640237 0.027454176407777239 -0.05332350322279461 0.047411324102627932
leaf_weight=30.644815769046545 17.628666428139695 1544.1655990360305 31.196258784468228 1.4216130701825012 61.306314477180422 47.258247782010585 7.3785837274044743
leaf_count=170 4022 18895 692 9 830 304 47
internal_value=0 -0.00166339 0.0130503 0.00499111 0.033369 -0.0158819 -0.0397192
internal_weight=0 1723.37 179.206 148.01 62.7279 85.2816 54.6368
internal_count=24969 20947 2052 1360 839 521 351
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=8
num_cat=0
split_feature=4 11 4 0 13 11 11
split_gain=3.81593 4.69488 3.5629 2.61186 5.82596 5.22525 5.14593
threshold=62.671875000000007 0.0087318420410156267 168.43750000000003 4.5000000000000009 11.150719090396551 0.00061154365539550792 0.0025243759155273442
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.017852955596806466 0.089724296792605643 -0.38408988584336573 0.10046911137020496 -0.0067991349922492872 0.012900307875094814 -0.0055442652468201707 -0.019386919055411688
leaf_weight=302.76322697543219 7.6350777459010697 0.38476164885651076 0.25018218076365883 435.58146882178698 191.93372624204494 768.86579156303924 42.288815522231744
leaf_count=3301 5882 7 412 5894 1796 7138 580
internal_value=0 0.0679938 -0.193207 -9.36014e-05 0.0021431 -0.00185968 0.0132889
internal_weight=0 8.27002 0.634944 1741.43 1305.85 960.8 345.052
internal_count=25010 6301 419 18709 12815 8934 3881
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=8
num_cat=0
split_feature=11 4 5 8 5 4 13
split_gain=3.2564 6.15522 12.6338 6.71516 6.08515 5.79769 5.73462
threshold=0.0007064342498779298 5.1074218750000009 4.5925378799438483e-05 0.21734619140625003 1.731514930725098e-05 0.23950195312500003 30.811259195042243
decision_type=2 2 2 2 2 2 2
left_child=-1 4 6 -4 -2 -6 -3
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.0066235454738546506 -0.01507781597740337 0.046399100818963035 -0.013190346079033794 0.0467020050379287 0.035615833618016443 -0.0025521554798167831 -0.0063379405888098249
leaf_weight=490.1796222057892 470.18734309761203 93.003387081320398 171.94078979608094 21.007177783259976 43.954294717841549 420.79176536816522 26.492512921220623
leaf_count=4931 4356 814 8062 2712 358 3532 168
internal_value=0 -0.00299616 0.00915525 -0.00666948 -0.00705702 0.00105767 0.0347072
internal_weight=0 1247.38 312.444 192.948 934.933 464.746 119.496
internal_count=24933 20002 11756 10774 8246 3890 982
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=8
num_cat=0
split_feature=12 9 5 4 5 9 4
split_gain=2.98671 3.38335 5.73058 4.24996 5.60261 2.96986 6.60439
threshold=22.500000000000004 9.6946954727172865e-05 8.0615282058715834e-05 0.46228027343750006 1.4096498489379885e-05 0.0002061724662780762 3.3476562500000004
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0038717137804991143 0.10084819848866214 0.089865726189749653 -0.71588254268242579 0.10133807365899934 -0.35481649988487307 -0.012593389590963167 0.0061650869703966573
leaf_weight=967.02245799195953 0.47416371779399813 7.3720235632390541 0.11986677348613728 1.4754823415132703 0.62538872874574736 433.33819346735254 331.09093334793579
leaf_count=8367 145 952 1 356 36 3416 11713
internal_value=0 0.0548155 -0.0410636 -0.00955319 -0.158346 0.00018946 -0.00446868
internal_weight=0 10.0669 2.6949 2.57503 1.09955 1731.45 764.429
internal_count=24986 1490 538 537 181 23496 15129
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=8
num_cat=0
split_feature=2 13 4 13 6 6 0
split_gain=3.14796 4.4605 7.64713 4.59807 5.76699 3.49679 3.158
threshold=2404.5000000000005 14.258784940464787 0.74145507812500011 10.852471747485 0.012042999267578127 0.0021896362304687504 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 -2
right_child=6 2 5 4 -6 -7 -8
leaf_value=0.016491352816168731 0.002109321780596691 0.060607903736139029 -0.1444083966692857 0.021653725959609141 0.20984107136853869 -0.036844930997019944 -0.0086581904380308751
leaf_weight=146.69321483968815 1204.1798618663488 7.5580953271128264 3.7833438171073821 3.8435018435120574 2.8254174063549726 15.022688485849356 352.00736033886642
leaf_count=2026 16498 69 25 31 59 166 6129
internal_value=0 0.0136516 -0.0243441 0.0201834 0.101391 -0.0584868 -0.000326273
internal_weight=0 179.726 26.3641 153.362 6.66892 18.806 1556.19
internal_count=25003 2376 260 2116 90 191 22627
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=8
num_cat=0
split_feature=10 0 3 7 1 11 12
split_gain=3.50964 7.60139 10.1014 5.75717 13.4547 4.30865 4.8458
threshold=1.5000000000000002 13.500000000000002 90.500000000000014 0.0005176067352294923 174126.00000000003 0.00037372112274169927 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.00026482618158668819 -0.16839316419045203 -0.40249135049618073 0.021446857101635724 0.051152417245349115 -0.67280387021322219 -0.079661900060261553 0.085006884841493296
leaf_weight=1692.2831839667961 1.4956102360156327 0.94362958893179838 1.3890141603478694 39.80456444133597 0.32045741274487305 3.0222910876545939 4.3714270641066832
leaf_count=22160 96 11 45 1997 16 43 646
internal_value=0 0.0262728 -0.150084 0.034667 -0.0365817 -0.0136191 0.0176949
internal_weight=0 51.347 2.33264 49.0144 9.20979 8.88933 7.39372
internal_count=25014 2854 56 2798 801 785 689
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=8
num_cat=0
split_feature=11 3 3 3 8 1 11
split_gain=3.56724 4.89665 13.5014 4.65995 3.74122 6.98959 4.09945
threshold=0.00038588047027587896 102.50000000000001 103.50000000000001 125.50000000000001 0.0046310424804687509 43652.000000000007 0.00074172019958496105
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2
right_child=3 2 -4 -5 -6 -7 -8
leaf_value=0.025239254409612662 0.028899422010284705 -0.91334603246181312 -0.049035961146750358 0.084979059067353674 -0.00053402466489966703 -0.15388145302118261 -0.043823652115965395
leaf_weight=76.706364278215915 12.245443699881433 0.19616014556959216 2.2507122149108909 6.2893855396468998 1617.2129712170317 4.2089586004731236 21.119802670174977
leaf_count=605 69 9 299 5326 18479 40 183
internal_value=0 0.0207967 -0.118452 -0.000932249 -0.0012588 -0.0324529 -0.0171333
internal_weight=0 79.1532 2.44687 1661.08 1654.79 37.5742 33.3652
internal_count=25010 913 308 24097 18771 292 252
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=8
num_cat=0
split_feature=4 1 1 3 3 13 4
split_gain=4.41536 3.82438 8.26395 3.06746 3.09265 4.79032 3.02677
threshold=43.203125000000007 16692.500000000004 16143.500000000002 125.50000000000001 213.50000000000003 6.2079827738527866 50.390625000000007
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=-0.00052746142244598998 -0.33369397070813123 0.078517672528980662 -0.54312954717172923 0.10073828753998473 -0.66205398220788192 -0.0044484619361639189 0.054554891910455441
leaf_weight=1712.323576207913 0.22527315893967159 11.936585460422064 0.30840981905930664 5.1177171888775765 0.13015319940313919 0.73245284357108176 1.8237862915484582
leaf_count=14889 19 6978 40 2599 29 68 353
internal_value=0 0.0555306 -0.0608524 -0.000277757 0.0712142 -0.103912 0.0118173
internal_weight=0 14.2941 2.35747 1718.3 5.98032 0.862606 2.04906
internal_count=24975 7390 412 17585 2696 97 372
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=8
num_cat=0
split_feature=9 5 8 6 8 9 11
split_gain=3.14887 3.29421 4.74318 6.30489 6.09181 4.92029 4.97952
threshold=0.00094819068908691417 0.00025582313537597662 0.0032329559326171879 0.028068542480468753 0.13311767578125003 0.00016826391220092776 0.0011591911315917971
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.00082432496035627256 -0.046795602527626975 -0.14832330106274891 0.1190801666171615 -0.35546794218517674 0.079603828208164029 0.11742061177323156 -0.022824395746580274
leaf_weight=1679.140971831308 14.576981963087745 1.4875813826220099 7.1196267087652805 0.40911472923471848 10.442659630982233 2.8797860329359564 20.925984730631171
leaf_count=16256 3666 14 126 7 2665 82 2093
internal_value=0 -0.000122328 0.0271224 0.0333709 0.0157627 -0.0117694 -0.00585723
internal_weight=0 1722.41 43.2648 41.7772 34.6575 24.2149 23.8058
internal_count=24909 21243 4987 4973 4847 2182 2175
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=8
num_cat=0
split_feature=3 9 13 13 2 2 3
split_gain=5.97906 3.47473 4.66048 3.5569 3.86309 4.89863 3.57771
threshold=125.50000000000001 0.00047433376312255865 49.239461418045103 44.644729942154918 11044.500000000002 2511.5000000000005 90.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.00076527414154282719 0.10270982962739678 -0.017086576629620608 -0.16446650858044529 -0.12315255334629426 0.066906187203860462 0.15338971353306044 -0.18142533612380266
leaf_weight=1583.1010370032454 5.6227602274666415 131.9229607201014 2.0721812488045535 0.76519224047660728 1.2396789283957335 3.9240370582410833 1.0898621947708305
leaf_count=13926 5460 5386 27 7 34 88 19
internal_value=0 -0.000574568 -0.0156164 -0.013396 0.0559685 0.108256 -0.0492824
internal_weight=0 1724.11 141.014 138.942 7.01877 4.68923 2.32954
internal_count=24947 19487 5561 5534 148 95 53
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=8
num_cat=0
split_feature=2 3 9 9 12 2 6
split_gain=4.32028 7.05995 8.67448 6.66984 8.1877 6.91199 6.02066
threshold=5203.5000000000009 91.500000000000014 7.3224306106567396e-05 0.00016409158706665042 1.0000000180025095e-35 2048.5000000000005 0.010929107666015627
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.13159906455174869 0.0010995862554046077 0.022913175422535598 -0.027206716881764289 -0.0014404940527140381 0.052800142018346187 0.019499220511420487 -0.011079261626086275
leaf_weight=4.5509962141513816 549.32787461372209 41.228246719867457 212.60433184852263 609.60790669488051 51.678635270960513 161.73598950356245 106.97795280115679
leaf_count=24 4779 670 5602 10390 1937 912 637
internal_value=0 -0.00527361 -0.0190661 0.00472737 0.0162985 0.00939544 0.00732558
internal_weight=0 803.16 253.833 934.551 324.944 273.265 268.714
internal_count=24951 11051 6272 13900 3510 1573 1549
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=8
num_cat=0
split_feature=3 6 13 6 3 3 9
split_gain=3.57414 4.55234 11.9461 27.5292 3.47541 4.80511 3.22702
threshold=112.50000000000001 0.0032386779785156254 14.741759836988761 0.0027236938476562504 213.50000000000003 214.50000000000003 0.00021094083786010745
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 -2 -3 -6 -1
right_child=1 4 -4 -5 5 -7 -8
leaf_value=0.003951222658113227 0.1001364038294927 0.10083553645030728 0.018420259603280888 -2.1498828316511638 -0.68092408680278604 -0.011637867999508248 -0.0048191626825154314
leaf_weight=992.91687249258393 0.14031337259802867 8.7294093540203868 1.166519597492879 0.088389882657793351 0.12577542439248723 0.71736728883115575 726.48866011417704
leaf_count=7828 100 7224 226 26 18 235 9263
internal_value=0 0.057512 -0.111219 -0.771459 0.0821087 -0.111733 0.000245529
internal_weight=0 10.9678 1.39522 0.228703 9.57255 0.843143 1719.41
internal_count=24920 7829 352 126 7477 253 17091
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=8
num_cat=1
split_feature=0 1 6 11 4 11 15
split_gain=3.18419 5.55247 5.20805 4.4427 7.9345 7.00618 5.49909
threshold=3.5000000000000004 24668.000000000004 0.0018925666809082033 0.0016217231750488283 3.8466796875000004 0.0014977455139160158 0
decision_type=2 2 2 2 2 2 1
left_child=-1 -2 -3 4 5 -4 -6
right_child=1 2 3 -5 6 -7 -8
leaf_value=0.0042878682619668278 0.075123354024136807 -0.11038195147964142 -0.0087910354362655176 -0.02651542800917411 -0.024874804891340724 0.065619393257133937 0.032659982023522507
leaf_weight=1053.4639119584244 8.6547650986867648 4.6996594735246608 481.31455749865563 82.30474968524868 14.983752615517004 12.99485064903274 81.429154959001607
leaf_count=13184 102 77 5354 4444 422 127 1238
internal_value=0 -0.00446524 -0.00548165 -0.00474908 -0.00171638 -0.00683481 0.0245257
internal_weight=0 686.381 677.727 673.027 590.722 494.309 96.4129
internal_count=24948 11764 11662 11585 7141 5481 1660
cat_boundaries=0 1
cat_threshold=12
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=8
num_cat=0
split_feature=5 4 3 3 7 7 6
split_gain=3.20174 8.8989 6.12713 11.65 4.96281 5.79348 4.35139
threshold=1.6391277313232424e-06 2.2216796875000004 90.500000000000014 61.500000000000007 0.0056972503662109384 0.0079078674316406267 0.0011372566223144533
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -5
right_child=-2 2 -4 6 5 -7 -8
leaf_value=-0.013170046404886433 0.0024193810536152893 0.0034799047850349804 -0.023261644332949642 0.25783445966800173 -0.16698911801220326 -0.04033679914375829 0.10579098795934468
leaf_weight=119.01645839477715 1568.84647123387 10.094374263659125 9.9235588980955054 3.1064338050782672 4.324888642877343 21.897220455633942 4.7786972541362047
leaf_count=1133 23395 57 103 21 42 190 31
internal_value=0 -0.0119099 0.0398126 0.0746256 -0.0218469 -0.0612281 0.1657
internal_weight=0 173.142 27.9031 17.9795 145.239 26.2221 7.88513
internal_count=24972 1577 212 109 1365 232 52
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=8
num_cat=0
split_feature=12 10 8 9 10 8 1
split_gain=2.81085 3.13193 3.60562 10.1456 2.73885 7.00161 2.79673
threshold=22.500000000000004 2.5000000000000004 0.14544677734375003 0.00019937753677368167 3.5000000000000004 0.0083732604980468767 31992.500000000004
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 -1
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0050633676166551671 0.088865591303922617 -0.02812310875697446 0.10451712963233727 -0.73900191276709126 -0.60534051226809116 0.11496056975651262 -0.0038481859146901071
leaf_weight=492.32139780581201 6.8675061715621251 1.3169703485909852 1.0331353941728592 0.23652406405017234 0.14013956370763425 3.4169336040431517 1237.0112509101837
leaf_count=5465 924 327 191 44 5 332 17768
internal_value=0 0.0535432 -0.0402353 -0.136506 -0.00113085 0.0865226 -0.00131116
internal_weight=0 9.45414 2.58663 1.55349 1732.89 3.55707 1729.33
internal_count=25056 1486 562 371 23570 337 23233
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=8
num_cat=0
split_feature=4 11 10 5 4 1 4
split_gain=2.84608 3.08216 5.40872 5.33677 6.99478 5.78007 4.90486
threshold=77.593750000000014 0.0010771751403808596 2.5000000000000004 0.00011500716209411622 2.6982421875000004 37931.000000000007 18.585937500000004
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -6
right_child=-2 2 -4 4 6 -7 -8
leaf_value=0.016286768349971899 0.079312740453745881 -0.0054636498036056474 0.10154363504996039 0.1552217580482447 0.036361992909592293 -0.0023627766584671302 -0.15535770643209967
leaf_weight=222.03612325695576 4.4932940476246577 810.1070791681741 4.7508837301284066 4.9660552663845037 19.112940424529373 660.69304977034335 1.4342168335642771
leaf_count=1516 5663 9921 259 59 265 7287 58
internal_value=0 -0.000374597 -0.00483971 0.00363142 0.04872 0.00232821 0.022977
internal_weight=0 1723.1 814.858 908.242 25.5132 882.729 20.5472
internal_count=25028 19365 10180 9185 382 8803 323
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=8
num_cat=0
split_feature=13 0 4 12 5 12 13
split_gain=3.81979 4.72932 5.12354 9.52215 6.41063 5.95659 5.29006
threshold=34.162129100940696 3.5000000000000004 6.4003906250000009 1.0000000180025095e-35 0.00020283460617065432 13.500000000000002 9.7012184268491328
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -3 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.0053890385074044228 -0.013326072026025494 -0.010543316767246435 0.017579069822304737 -0.055794425332536535 -0.12933541400360812 0.03439244101779159 0.083040657037892554
leaf_weight=811.92117603657971 241.33724358742256 565.39506105639157 49.868827813623284 14.454309300363091 4.4005498693149994 31.122870972496457 16.406118888731726
leaf_count=11068 2103 4282 3386 551 67 2263 1260
internal_value=0 0.000233074 -0.00590827 0.0177453 -0.00908597 -0.0081988 0.0337843
internal_weight=0 1493.57 681.648 80.7293 600.918 596.518 66.2749
internal_count=24980 22877 11809 5197 6612 6545 4646
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=8
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split_feature=1 4 3 1 10 9 9
split_gain=3.42145 11.4488 5.91602 5.62687 4.54914 3.63138 3.2715
threshold=174126.00000000003 0.83520507812500011 100.50000000000001 179471.50000000003 1.5000000000000002 0.0002061724662780762 4.0084123611450202e-05
decision_type=2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 6 -5
right_child=1 2 -4 5 -6 -7 -8
leaf_value=-0.00078285815039738659 -0.29491946339740338 -0.018786693853786601 0.11362206307596256 -0.1733657218871541 0.031139379633005611 -0.20919733700240684 0.016938432331112665
leaf_weight=1644.5416916247596 1.7641332454513747 28.512316299660597 3.8269892982279989 1.3012093203142283 45.8871383253354 1.8473638727737123 2.9521543727896642
leaf_count=21635 20 222 338 11 2655 16 78
internal_value=0 -0.0294333 -0.00311639 -0.137639 8.36832e-05 -0.0921436 -0.041289
internal_weight=0 40.2042 32.3393 7.86486 1690.43 6.10073 4.25336
internal_count=24975 685 560 125 24290 105 89
is_linear=0
shrinkage=0.1


Tree=144
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split_feature=2 9 13 4 1 3 4
split_gain=3.39218 12.3196 10.2229 9.18268 5.22559 12.1692 5.04539
threshold=2959.5000000000005 0.00018996000289916995 4.9746432340907081 1.9555664062500002 10840.500000000002 61.500000000000007 0.22174072265625003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 -1
right_child=4 -3 -4 -5 -6 -7 -8
leaf_value=0.096426110976616103 -0.032026790227369414 -0.0060769141403106521 0.061877126392730943 0.056319739088731981 -0.0033281815906839951 0.12606876586755195 -0.022906778969885008
leaf_weight=3.799671539803966 9.518958664149979 233.44218833013838 61.724634729995159 26.781157553137746 1335.712930447844 9.9658451388422673 52.384606487685232
leaf_count=63 75 3536 522 307 19641 165 659
internal_value=0 0.00813348 0.0310604 0.00813323 -0.00257818 0.0488346 -0.0148358
internal_weight=0 378.132 144.69 82.9654 1355.2 19.4848 56.1843
internal_count=24968 5087 1551 1029 19881 240 722
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=8
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split_feature=7 5 1 13 7 1 13
split_gain=3.99154 5.22806 9.61304 11.8857 7.10368 5.36965 5.11382
threshold=0.0094871520996093767 3.4660100936889655e-05 41232.000000000007 24.49041732241724 0.012233734130859377 17159.000000000004 17.256336492636915
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 -6
right_child=1 2 -4 5 6 -7 -8
leaf_value=-0.0016883705572601163 0.0037800617026453875 0.072050130899670037 0.088355328671090486 0.022903615362680371 -0.026597342675205582 0.16325375297412975 -0.14044772284509
leaf_weight=1465.3596216455662 197.9516519731842 5.8013571780938973 22.998725502811794 5.2464666060659493 17.785129783644155 5.6742727641176316 5.0697152066313711
leaf_count=19886 1640 287 1859 200 628 177 270
internal_value=0 0.0117448 0.03694 0.00706121 -0.0267692 0.0958311 -0.0518539
internal_weight=0 260.527 62.5757 39.5769 28.6562 10.9207 22.8548
internal_count=24947 5061 3421 1562 1185 377 898
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=8
num_cat=0
split_feature=9 1 8 4 4 1 1
split_gain=3.72152 4.61182 4.8934 4.64528 4.59456 4.19796 6.50124
threshold=0.00047433376312255865 104592.00000000001 0.30749511718750006 62.671875000000007 7.0332031250000009 6778.5000000000009 15568.000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.00034246120031864851 -0.11228407339175568 -0.10778358599763911 0.0032582097433482269 0.059230898187475893 0.10344134182675818 0.019718419125428096 -0.039052828572485848
leaf_weight=1582.923622045073 5.6487550474703303 5.402157832930242 23.538370878493883 6.4143802238395429 5.6827021255467107 25.531056310457643 71.623609536305594
leaf_count=16589 43 383 190 5478 649 250 1369
internal_value=0 -0.0171423 -0.013605 -0.0233297 0.0227423 -0.0284813 -0.0236084
internal_weight=0 143.841 138.439 109.218 29.2211 102.803 97.1547
internal_count=24951 8362 7979 7140 839 1662 1619
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=8
num_cat=0
split_feature=2 9 0 3 3 3 5
split_gain=3.72643 7.27055 8.32292 7.1433 5.39023 5.5188 5.31306
threshold=2959.5000000000005 0.00019699335098266604 3.5000000000000004 95.500000000000014 82.500000000000014 57.500000000000007 9.2387199401855479e-07
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -3
right_child=-2 6 4 -5 -6 -7 -8
leaf_value=0.047190565903327708 -0.002964599969305615 -0.081897967823071668 0.023520361552452955 0.16816882535924635 0.037829717190172016 -0.034794774783297136 -0.00010629477157301689
leaf_weight=34.364322963636369 1354.8142482613239 8.2470997612108459 30.764244191814214 5.6884987730300045 44.785439562932879 34.346603236394003 214.39414674029649
leaf_count=205 19875 65 192 134 801 296 3383
internal_value=0 0.00832783 0.0253493 0.064374 0.0111262 -0.00724139 -0.00313618
internal_weight=0 372.59 149.949 40.0528 109.896 65.1108 222.641
internal_count=24951 5076 1628 339 1289 488 3448
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=8
num_cat=0
split_feature=8 6 4 1 1 12 1
split_gain=3.11702 13.3859 6.45271 4.99789 4.83572 10.1485 6.11715
threshold=0.24603271484375003 0.014934539794921877 0.72265625000000011 67480.500000000015 31096.500000000004 1.0000000180025095e-35 28901.000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4
right_child=1 2 4 -5 -6 -7 -8
leaf_value=-0.00043245081407912022 0.019623238523798586 -0.074825813846115571 0.08507149614810354 -0.018035778150232856 0.099928902568616196 -0.39567302799558079 -0.23747718694294384
leaf_weight=1552.2869414725756 67.209432464689598 2.8669278480811036 4.5487502108917388 74.0889554428868 26.365881561054266 0.5850947551007265 0.67489304708215048
leaf_count=21584 539 23 331 686 1764 9 33
internal_value=0 0.0135976 0.0689228 -0.000123003 0.0817324 -0.000861949 0.0433839
internal_weight=0 176.34 35.0415 141.298 32.1746 5.80874 5.22364
internal_count=24969 3385 2160 1225 2137 373 364
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=8
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split_feature=11 11 6 8 4 11 8
split_gain=2.50755 3.39929 6.02596 3.18649 3.13001 2.78649 3.41506
threshold=0.012813568115234377 0.0075321197509765634 0.0042324066162109384 0.018196105957031253 62.671875000000007 0.0031213760375976567 0.33898925781250006
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00047386356946459238 -0.12654233495498363 0.37569574811245393 -0.21278166473365712 0.063762561982435587 0.07102689650430434 -0.024703043973305781 0.10522676478084979
leaf_weight=1634.2268690673627 1.5868248089172983 0.59574291110038657 0.45366648350318417 5.0627545744482632 6.0022198639453554 67.993454417446628 2.0845956403863957
leaf_count=17607 40 4 15 924 5402 908 66
internal_value=0 -0.000791255 0.0736492 0.0410065 -0.0010573 -0.00131119 -0.0208375
internal_weight=0 1716.42 6.11216 5.51642 1710.31 1704.3 70.0781
internal_count=24966 24926 943 939 23983 18581 974
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=8
num_cat=0
split_feature=13 11 11 7 4 4 7
split_gain=3.30545 2.7725 3.70071 3.32387 4.83711 3.51131 3.31108
threshold=48.568528956762435 0.00038588047027587896 0.00028228759765625005 2.7149915695190433e-05 11.816406250000002 0.062377929687500007 0.00050282478332519542
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=0.058137090923034034 -0.037035416104833636 -0.081248017580896781 0.029809055847418976 0.0014406012394287285 -0.14321918173711232 -0.0068458546957540613 -0.061185667220066367
leaf_weight=3.1328445643302976 22.682713703070476 7.1830274567473671 63.396560994558968 1562.877502635869 3.1179914814747454 54.224641569817322 9.0212347425403987
leaf_count=80 213 59 685 23327 58 477 127
internal_value=0 0.00139169 0.0201184 0.00052231 -0.0217194 -0.0155494 -0.0304278
internal_weight=0 1702.95 75.5506 1627.4 64.5257 61.4077 12.1541
internal_count=25026 24813 892 23921 594 536 207
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=8
num_cat=0
split_feature=11 10 6 7 7 8 13
split_gain=3.03974 6.16546 4.6674 4.86777 4.38887 4.28483 3.3218
threshold=0.00079751014709472667 1.0000000180025095e-35 0.027076721191406253 0.00084519386291503917 0.0011057853698730471 0.0046310424804687509 38.318150144000796
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -6
right_child=5 -3 -4 4 6 -7 -8
leaf_value=0.018992601265600508 -0.047371494368274231 -0.022532774158336346 0.12188677511205587 -0.039179052496720573 0.0069346088317889304 -0.0019257893566543016 -0.039390296103900796
leaf_weight=249.7558700797963 21.139790762223129 66.893494586009183 3.6820774290827094 26.280882308434229 229.62172693668981 1114.5918762615602 16.597584154456854
leaf_count=1785 210 2283 73 198 1637 18756 94
internal_value=0 0.00606229 0.00969929 0.00890824 -0.000334432 -0.00277171 0.00381179
internal_weight=0 592.832 525.938 522.256 272.5 1135.73 246.219
internal_count=25036 6070 3787 3714 1929 18966 1731
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=8
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split_feature=11 3 3 1 11 5 1
split_gain=3.66771 3.9899 6.8384 13.8047 6.06726 6.54443 6.78262
threshold=0.00072455406188964855 101.50000000000001 91.500000000000014 28530.000000000004 0.0025625228881835942 4.0739774703979499e-05 42131.000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3
right_child=1 4 3 -5 -6 -7 -8
leaf_value=0.0085222999909917493 0.0012638094469285825 -0.050744736313635963 0.037346886363970273 -0.026307984878934945 0.091367774820571013 0.053739227258984779 0.028739553608493219
leaf_weight=508.83095768649946 868.16885301207367 22.811200150710647 39.956883829014259 231.2098597802833 10.457573386189322 21.957089364657804 20.27998309857503
leaf_count=5166 8298 397 309 2449 4572 2621 1161
internal_value=0 -0.00159066 -0.00306598 -0.0169283 0.0206709 0.0093047 -0.013337
internal_weight=0 1214.84 1139.34 271.167 75.5058 65.0483 43.0912
internal_count=24973 19807 11056 2758 8751 4179 1558
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=8
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split_feature=9 7 8 5 9 7 5
split_gain=2.37328 4.13036 4.07217 3.22452 3.05708 4.29872 8.67637
threshold=0.00094819068908691417 0.045608520507812507 0.42419433593750006 1.1175870895385744e-05 0.00045907497406005865 0.0094871520996093767 9.7543001174926771e-05
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 -7
right_child=3 2 -4 -5 -6 6 -8
leaf_value=-0.00091333298006543873 -0.1104140429258421 0.13740177946982554 0.015479220446618473 -0.0074925173043914051 -0.014968926282446058 0.010636640804120577 0.11249225112167256
leaf_weight=1383.764692486815 4.5538086008746168 4.2393444982444617 7.7419824852604506 9.1807419995857327 131.01690097808205 162.53689937280433 8.8164383134917426
leaf_count=14395 45 37 74 3650 4883 1401 492
internal_value=0 0.000116623 0.0586222 -0.0416194 -0.000299116 0.000936799 0.0158775
internal_weight=0 1698.12 11.9813 13.7346 1686.13 1555.12 171.353
internal_count=24977 21282 111 3695 21171 16288 1893
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=8
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split_feature=2 5 4 1 5 1 4
split_gain=3.01512 5.06583 8.66127 11.2319 11.6744 9.98658 7.38277
threshold=4877.5000000000009 8.6873769760131849e-05 15.015625000000002 55663.000000000007 0.00042593479156494146 53027.500000000007 16.304687500000004
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 -2
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leaf_value=0.0038406037257539502 -0.0084546662621472809 0.035064592897515449 -0.078317871475956743 0.10818319245454927 0.10264114580494461 -0.38251251861242447 0.073084567516723098
leaf_weight=858.20128998932341 753.20831677487877 70.662024185774499 15.874368944736498 4.5816552827564001 3.4530704273438451 1.1576444409292879 11.269949192224884
leaf_count=12825 6961 652 491 2013 1767 36 202
internal_value=0 -0.00453699 0.0171492 -0.0333529 -0.0650102 -0.0990015 -0.00725257
internal_weight=0 860.207 95.7288 25.0667 20.4851 17.032 764.478
internal_count=24947 12122 4959 4307 2294 527 7163
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=8
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split_feature=1 3 3 7 7 6 7
split_gain=2.69063 3.76321 5.35315 4.82768 4.33854 3.94859 2.91283
threshold=14246.500000000002 104.50000000000001 41.500000000000007 0.0037584304809570317 0.00012344121932983401 0.012516021728515627 0.0021162033081054692
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=0.015954322437322834 -0.000975286616121754 0.11571746366020928 0.046320412292057363 0.10987173613148558 -0.20288462576754079 -0.0098650913192990346 -0.09864770794646105
leaf_weight=39.749603735283017 1615.5210053700657 0.52062299287354097 42.495287089070189 0.99117915521492239 2.3812716428401473 9.8437188770621997 5.9163150701788245
leaf_count=240 23924 42 345 123 118 73 92
internal_value=0 0.015779 0.0196093 -0.0806379 -0.145716 -0.000839409 -0.0431959
internal_weight=0 101.898 98.0049 3.89307 2.90189 55.5096 15.76
internal_count=24957 1033 750 283 160 405 165
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=8
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split_feature=0 5 12 11 11 13 8
split_gain=3.91005 5.19561 6.88471 6.01323 5.12709 4.70519 4.6808
threshold=4.5000000000000009 7.5310468673706068e-05 1.0000000180025095e-35 0.00099802017211914084 0.0018820762634277346 9.8643161757489093 0.23089599609375003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -5
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leaf_value=0.0021149799442138711 -0.0050715511359339417 0.053693825199177238 -0.12304599441093717 -0.067445415643618598 0.11690084355843078 0.1370663636012823 0.080799628261383025
leaf_weight=1294.4852382650943 381.05776824652276 8.8373286228161287 11.422893989434666 21.363323812081951 0.96550333982122616 1.3828935074698154 2.3654303024068204
leaf_count=17663 4369 144 267 1506 173 207 659
internal_value=0 -0.00891638 -0.0405342 -0.0172488 -0.104342 -0.0422157 -0.0526662
internal_weight=0 427.395 46.3374 33.949 12.3884 25.1116 23.7288
internal_count=24988 7325 2956 2516 440 2372 2165
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=8
num_cat=0
split_feature=0 5 9 1 2 2 6
split_gain=3.08547 6.12467 4.77005 6.43231 6.29621 5.86728 5.72728
threshold=3.5000000000000004 7.2568655014038099e-05 0.0002902746200561524 85764.500000000015 2048.5000000000005 4698.5000000000009 0.025077819824218753
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -7
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leaf_value=0.0033541037468424496 -0.0015491339801753988 -0.062601560921506219 -0.33644748166798566 0.16240633048241246 -0.00051193582120533402 -0.055681741452055282 0.053679503774726058
leaf_weight=1047.2919782401441 586.38564567854337 46.875653593982861 0.57179293770059914 2.4233929556448848 22.417149602051722 8.929712567842218 10.325731549113696
leaf_count=13201 6563 701 52 1074 3114 100 249
internal_value=0 -0.00530468 -0.0293608 0.00746271 -0.00887286 -0.0435111 0.00296289
internal_weight=0 677.929 91.5434 25.4123 22.9889 66.1311 19.2554
internal_count=25054 11853 5290 4240 3166 1050 349
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=8
num_cat=0
split_feature=9 7 9 11 9 11 2
split_gain=3.0753 4.76945 5.30547 3.5704 3.58563 3.56709 6.5328
threshold=0.00045907497406005865 0.040924072265625007 0.00094819068908691417 0.0014977455139160158 0.0020265579223632817 0.0027894973754882817 12855.500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7
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leaf_value=0.0009511079213096479 -0.047138396749808811 0.05719908596704322 -0.10475860790598034 0.0082963095638773111 0.34751966140587498 -0.024684228634733397 -0.32955866667673045
leaf_weight=1572.2626650004768 35.553374976716441 15.175189606177812 2.3333392948734391 49.045663621628591 0.27859456478472466 56.249962921635415 0.7113794546430644
leaf_count=16347 360 157 123 1440 247 5969 376
internal_value=0 -0.0136281 0.0356132 -0.0197065 -0.0105302 -0.0114724 -0.0284939
internal_weight=0 159.348 17.5085 141.839 106.286 106.007 56.9613
internal_count=25019 8672 280 8392 8032 7785 6345
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=8
num_cat=0
split_feature=11 13 3 8 3 2 13
split_gain=3.50617 4.43698 6.00092 7.14805 5.61663 6.72483 6.29474
threshold=0.0015883445739746096 7.4743859870169986 85.500000000000014 0.37255859375000006 100.50000000000001 2811.5000000000005 12.397306113860052
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 -7
right_child=1 4 -4 -5 5 6 -8
leaf_value=0.0024763016441259021 0.0058426811045560467 -0.0069121959585390193 -0.053792321174290919 -0.1745778755992059 -0.058615057277142904 -0.037070505867919525 0.082789511490577172
leaf_weight=1297.6620990935116 45.693946336352383 298.45703277156281 44.543195893181291 2.3064074714056906 6.046364670564798 5.5162203877798701 21.296680723571626
leaf_count=13055 721 4246 2596 36 249 1558 2520
internal_value=0 -0.00799934 -0.0273582 -0.00282765 -0.00259196 0.0366477 0.0581304
internal_weight=0 423.86 92.5435 48.0004 331.316 32.8593 26.8129
internal_count=24981 11926 3353 757 8573 4327 4078
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=8
num_cat=0
split_feature=3 10 7 3 3 5 5
split_gain=4.73791 2.65186 3.56455 2.28616 2.08497 5.12151 5.75385
threshold=111.50000000000001 3.5000000000000004 6.3866376876831068e-05 213.50000000000003 97.500000000000014 2.4884939193725589e-05 0.00059485435485839855
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 -6 -7
right_child=3 2 -4 -5 5 6 -8
leaf_value=0.00016280153744398619 0.081268708294792061 -0.27436117581476499 0.11022406646318797 -0.079553826210758224 -0.020508484799216017 0.0081325466380250816 -0.15603324068499391
leaf_weight=1392.558299376542 9.4702201443005798 0.25881020980887059 3.4395619333881768 0.97459534737754516 170.26293798041297 133.89132029359462 2.1692099582869551
leaf_count=12424 7869 9 211 256 1777 1567 833
internal_value=0 -0.0012961 0.0832856 0.0662598 -0.00148025 -0.00894964 0.00551481
internal_weight=0 1702.58 3.69837 10.4448 1698.88 306.323 136.061
internal_count=24946 16821 220 8125 16601 4177 2400
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=8
num_cat=0
split_feature=11 2 9 3 11 11 11
split_gain=3.4722 3.91987 6.60936 6.17616 5.04314 4.75057 4.66113
threshold=0.00038588047027587896 2959.5000000000005 0.00018996000289916995 98.500000000000014 0.00044929981231689459 0.0013527870178222658 0.00087475776672363292
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.021380699992531435 0.028834628271193583 -0.0029626386843805003 -0.19580790148057658 0.085875428163407957 -0.00059381910549098724 0.047889765837354305 -0.01792244789998277
leaf_weight=77.023553462888231 42.58688387600705 1273.8256422047834 1.3308298625051964 15.314243625376546 225.05072990317058 38.124320113100111 42.694295081077144
leaf_count=897 354 19068 10 577 3493 249 324
internal_value=0 -0.000344407 0.00879049 0.0259784 -0.00174176 0.0185451 0.00542661
internal_weight=0 1638.93 365.101 138.72 226.382 123.405 85.2812
internal_count=24972 24075 5007 1504 3503 927 678
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=8
num_cat=1
split_feature=9 15 7 3 5 3 7
split_gain=2.81844 2.03399 10.3291 8.94855 8.64563 11.2554 5.74924
threshold=0.0015721321105957033 0 0.0013871192932128908 17.500000000000004 4.3183565139770515e-05 97.500000000000014 0.0014777183532714846
decision_type=2 1 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=0.067648265991182122 -0.11626249815486321 -0.0011498253838903808 -0.27824138035863838 0.050462909902747301 -0.062989884994126041 -0.34321899063249228 -0.039211095398310705
leaf_weight=26.481867503336616 2.0974795297242954 1619.7311997778434 1.184791937470435 35.496509529883042 16.914379622372508 0.64928769119433027 14.66285927814897
leaf_count=2745 919 18994 7 827 485 38 1013
internal_value=0 -0.000282378 0.0131852 -0.00583215 -0.00106492 0.0195503 -0.0521102
internal_weight=0 1715.12 95.3897 68.9078 67.723 50.8087 15.3121
internal_count=25028 24109 5115 2370 2363 1878 1051
cat_boundaries=0 1
cat_threshold=8
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=8
num_cat=1
split_feature=2 15 8 8 6 3 6
split_gain=3.12498 5.60924 8.26732 10.8092 5.22813 7.82975 3.95396
threshold=3475.5000000000005 0 0.12185668945312501 0.12762451171875003 0.032119750976562507 83.500000000000014 0.020530700683593753
decision_type=2 1 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=0.0018967085320511223 -0.0024968559485290965 0.077150702045660643 -0.29825481658121139 0.026730073167010905 -0.61702162199530108 0.10919866854577889 -0.051637670427380926
leaf_weight=435.65453738695396 1191.788151861826 32.197301392880036 1.1347348527742713 39.666250347101595 0.27194809867069025 0.32620566307377885 7.6851303759503926
leaf_count=5082 17772 1092 23 680 8 32 218
internal_value=0 0.00681297 0.0293222 0.00670029 0.0717077 -0.22114 0.0140106
internal_weight=0 516.936 81.2816 48.4861 32.7955 0.598154 47.3514
internal_count=24907 7135 2053 921 1132 40 898
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=8
num_cat=0
split_feature=7 6 3 5 7 7 9
split_gain=3.06961 5.856 5.03637 5.86421 4.62617 14.5533 4.09897
threshold=0.0080299377441406267 0.017051696777343753 45.500000000000007 0.00022023916244506839 0.015785217285156253 0.012454986572265627 0.00088667869567871105
decision_type=2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 -2
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.00047341316119915494 0.0071202850177319831 0.043529456576819614 0.062208788869876755 -0.04021379166471737 0.050945443129205015 -0.57122822563900888 -0.067853628662992049
leaf_weight=1411.5440181078429 250.90148347937793 5.4339887835085374 34.228481626470057 1.7513106010883355 1.0829819369391769 0.73146265539980948 7.5100356517941682
leaf_count=19015 2120 60 3413 99 105 41 81
internal_value=0 0.0106401 0.0447065 -0.0218586 -0.121502 -0.196721 0.00494126
internal_weight=0 301.64 43.2282 8.99974 3.56576 2.48277 258.412
internal_count=24934 5919 3718 305 245 140 2201
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=8
num_cat=0
split_feature=2 3 4 9 1 3 1
split_gain=2.87083 4.87865 9.40569 8.92562 8.06519 9.44328 9.42325
threshold=4828.5000000000009 91.500000000000014 2.1103515625000004 0.00016826391220092776 35429.000000000007 40.500000000000007 16143.500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.0040272424263625576 -0.007980818710719333 -0.015626408289439099 -0.01354082840707552 -0.057571448166134048 0.056017603259560483 -0.02068663269476681 0.09139164482414075
leaf_weight=845.73668066048867 404.31034832191654 259.82498222264894 60.135725926142186 5.4946195735246901 71.26628204692679 42.594106911492418 18.692759540412226
leaf_count=12639 2851 7029 371 50 1294 509 217
internal_value=0 -0.00417256 0.000766904 0.018613 0.0326197 0.00765022 0.0575513
internal_weight=0 862.319 602.494 198.183 138.048 66.7815 24.1874
internal_count=24960 12321 5292 2441 2070 776 267
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=8
num_cat=0
split_feature=11 8 3 1 8 3 8
split_gain=3.41885 4.64459 4.99843 5.18646 4.85543 4.18854 3.91644
threshold=0.0011343955993652346 0.080841064453125014 103.50000000000001 16692.500000000004 0.015472412109375002 104.50000000000001 0.0046310424804687509
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -5
right_child=1 5 3 6 -6 -7 -8
leaf_value=0.0049055013923091154 -0.0098027470654163187 0.0017716296042596638 -0.011725629785084596 -0.51214049621456803 -0.22355535701890658 0.059164138171457249 -0.011205080338541316
leaf_weight=957.09190437716461 365.95415127114393 361.50588135304861 1.6089774113643196 0.15911843825597305 3.3044004008406773 13.179312094614032 7.3084766042866249
leaf_count=9686 3323 5064 36 9 104 5521 1237
internal_value=0 -0.00410133 -0.011917 -0.0744067 -0.154195 0.00379044 -0.0219038
internal_weight=0 753.02 378.335 12.381 4.91338 374.685 7.4676
internal_count=24980 15294 4709 1386 140 10585 1246
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=8
num_cat=0
split_feature=5 4 5 4 13 13 7
split_gain=2.76365 2.83504 2.85584 9.95726 7.51404 7.03255 5.19431
threshold=0.00031244754791259771 50.390625000000007 0.00017994642257690432 18.585937500000004 5.961629846956785 24.49041732241724 0.015785217285156253
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -6
right_child=-2 -3 3 4 6 -7 -8
leaf_value=0.00058893602982942319 0.030052603437501175 0.084406596727206407 -0.017713179263607166 0.10534520432526391 -0.14128984233641231 0.09010737496091796 0.10441446903243397
leaf_weight=1618.6644413304675 31.253245536298891 3.9732658791690474 31.869687846592569 1.6389743431063823 11.323320918552778 7.4662680669425745 0.93087674810522081
leaf_count=15535 8039 310 411 148 333 53 89
internal_value=0 3.99719e-05 -0.000160541 -0.0229516 -0.0957266 0.00275252 -0.122622
internal_weight=0 1675.87 1671.89 53.2291 13.8932 39.336 12.2542
internal_count=24918 16879 16569 1034 570 464 422
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=8
num_cat=0
split_feature=1 4 4 5 6 1 9
split_gain=3.51992 7.48459 4.37458 5.77868 7.04073 4.52771 4.04804
threshold=73098.500000000015 12.472656250000002 0.76269531250000011 5.7518482208251962e-06 0.0065288543701171884 75778.500000000015 0.00024521350860595709
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 -4
right_child=1 -3 6 5 -6 -7 -8
leaf_value=0.0025013778652750239 -0.014154239527935758 0.096728858019148808 0.002742078192994944 0.082692124585746291 0.12495425423218981 -0.055480233241731958 -0.028691546911122731
leaf_weight=1382.863089454273 29.577792886542738 6.5841423468100393 191.65949258286855 2.4806000249809577 4.1483697250951073 53.798156108066905 52.107138221123023
leaf_count=19142 364 2110 2132 49 44 685 535
internal_value=0 -0.00885082 -0.0109337 -0.0297743 0.00295734 -0.0493894 -0.00397713
internal_weight=0 340.356 333.772 90.0049 33.7262 56.2788 243.767
internal_count=25061 5919 3809 1142 408 734 2667
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=8
num_cat=0
split_feature=12 3 3 1 2 8 3
split_gain=3.22209 7.81647 3.71211 3.08131 5.42822 4.65227 3.25636
threshold=22.500000000000004 32.500000000000007 264.50000000000006 35648.500000000007 16175.500000000002 0.0014915466308593752 104.50000000000001
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=0.0042964282376356973 -0.75165029804785455 0.090411096258268986 -0.15736078247999541 -0.12399399015105456 -0.13746710793372416 -0.0057279524872537683 0.029275191132316948
leaf_weight=609.59340946972497 0.1167418472468843 7.7308156324343127 0.65563335915794585 3.2866529810708007 2.7126791588962069 1053.239420515878 27.265379937976832
leaf_count=6824 5 1495 4 36 20 9685 6914
internal_value=0 0.0597076 0.0710344 -0.00200233 0.00366829 -0.00520604 -0.00484467
internal_weight=0 8.50319 8.38645 1696.1 612.306 1083.79 1080.5
internal_count=24983 1504 1499 23479 6844 16635 16599
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=8
num_cat=0
split_feature=11 8 8 5 8 1 0
split_gain=3.93679 3.64659 6.02258 5.00831 4.80958 4.91282 5.03042
threshold=0.0003970861434936524 0.38549804687500006 0.39648437500000006 5.5134296417236337e-06 0.32019042968750006 29223.500000000004 9.5000000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.021725766227871961 -0.00025440862598323619 -0.049045270430721183 -0.017290193664346348 -0.27968758369331098 0.13427364252084559 0.011939196176474973 0.20012786599230903
leaf_weight=85.814861402715906 1539.2229741102938 2.1813861466944213 38.792685592398811 1.6563462378690017 4.6578160492044871 24.620954729673944 1.5070347483997455
leaf_count=1007 22699 16 542 55 97 527 35
internal_value=0 -0.00025523 -0.0291131 -0.148608 0.00052835 0.0396643 0.0227965
internal_weight=0 1612.64 42.6304 3.83773 1570.01 30.7858 26.128
internal_count=24978 23971 613 71 23358 659 562
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=8
num_cat=0
split_feature=1 5 1 4 9 4 9
split_gain=3.33943 3.7233 6.25015 5.0372 3.68025 3.40297 3.21155
threshold=27235.500000000004 6.5714120864868178e-05 23262.000000000004 1.5063476562500002 0.00015515089035034182 0.089935302734375014 0.00026214122772216802
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -5
right_child=-2 2 4 6 5 -7 -8
leaf_value=0.0041343790388112377 -0.0011483092573215769 0.067676423014546946 -0.052593939142525595 -0.050062366047981866 0.38893192732794063 0.086757124205549097 0.011856973988865488
leaf_weight=277.35924332847935 1356.0587768694668 13.44826466636732 1.9175700545310999 10.620421534054911 0.38090169429779308 16.650057756207389 39.639945700961107
leaf_count=1923 21011 85 10 65 2 551 1322
internal_value=0 0.00968606 0.0283148 0.0133179 0.0787358 0.0935237 -0.00122726
internal_weight=0 360.016 82.6572 63.7086 18.9485 17.031 50.2604
internal_count=24969 3958 2035 1472 563 553 1387
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=8
num_cat=0
split_feature=2 5 8 4 7 4 8
split_gain=1.74824 4.33919 5.21004 4.01033 4.19375 4.15296 4.00136
threshold=2404.5000000000005 7.0035457611083993e-06 0.093109130859375014 1.0610351562500002 0.0008704662322998048 0.78588867187500011 0.24847412109375003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4
right_child=-2 -3 6 -5 -6 -7 -8
leaf_value=-0.030359249027480686 -0.0014120255683442136 0.016564956800061249 -0.086324445780604664 -0.041963476064755603 0.18834523907972273 0.15429735673619838 0.00073917952017726635
leaf_weight=3.9484821540827379 1525.2996288461536 146.07859836349326 13.427626854143456 5.0514612699480494 2.2284173261432443 1.7607746999710796 8.6980401995242556
leaf_count=59 22541 2085 108 52 22 20 63
internal_value=0 0.00897768 -0.0225853 0.0276868 0.0720121 0.0265955 -0.0520983
internal_weight=0 181.193 35.1148 12.9891 7.93767 5.70926 22.1257
internal_count=24950 2409 324 153 101 79 171
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=8
num_cat=0
split_feature=0 6 3 5 7 3 3
split_gain=2.20294 6.75079 4.40793 4.02699 6.84665 7.43774 3.7694
threshold=7.5000000000000009 0.0028743743896484379 104.50000000000001 3.9666891098022468e-05 0.0048694610595703134 79.500000000000014 213.50000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4
right_child=1 2 6 4 -6 -7 -8
leaf_value=0.0019650780586660836 -0.3038715556367319 -0.019789753686267716 0.10711650972261917 -0.063698889044538506 0.13845343714109515 0.054203982875622753 -0.30712909311215697
leaf_weight=1554.6885746464814 0.7806478061247607 121.32046964298934 4.4329364133973277 9.8070365286839714 4.3262754319075603 11.773286092386114 0.23076492481595767
leaf_count=22730 10 1056 812 80 95 139 17
internal_value=0 -0.0106231 -0.00911518 -0.0121473 0.0236421 0.000623413 0.086596
internal_weight=0 152.671 151.891 147.227 25.9066 21.5803 4.6637
internal_count=24939 2209 2199 1370 314 219 829
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=8
num_cat=0
split_feature=2 1 1 9 8 8 3
split_gain=2.95014 6.42988 5.415 6.28065 3.99271 3.93557 3.38748
threshold=11733.500000000002 76898.500000000015 32803.000000000007 0.00025093555450439459 0.40905761718750006 0.056686401367187507 50.500000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -4
right_child=1 4 6 -5 -6 -7 -8
leaf_value=0.001828542160815391 -0.020351476506834158 -0.14218980963223801 -0.02979699291370963 -0.13634820796419053 -0.27253337580136311 -0.030654702197949264 0.00753564494994673
leaf_weight=1502.4347191434808 19.375027716043409 4.1070785168067294 29.373111628738116 6.1490499225619706 0.89629282387067988 13.770019885736472 140.86087350525213
leaf_count=22335 129 92 195 83 14 344 1831
internal_value=0 -0.0107075 -0.0053461 -0.0482982 -0.0666111 -0.0562814 0.00109399
internal_weight=0 214.531 195.758 25.5241 18.7734 17.8771 170.234
internal_count=25023 2688 2238 212 450 436 2026
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=8
num_cat=0
split_feature=3 5 11 1 4 2 2
split_gain=2.54637 6.8427 6.89379 9.31151 7.18231 6.28925 6.7265
threshold=101.50000000000001 4.0739774703979499e-05 0.0025625228881835942 46418.000000000007 1.9975585937500002 2261.5000000000005 5362.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.0010322744845473926 -0.16243137269612695 0.057840589715334262 0.1117342858041704 0.032216016767666049 -0.09524862583228684 0.10085540025842549 -0.03498121144225215
leaf_weight=1617.2161350967581 2.1369253562297699 27.504040667655318 4.9582183280144809 27.36630233933829 15.836319642316083 6.1915194523025994 8.8641044953255896
leaf_count=14590 38 7272 121 2267 284 222 189
internal_value=0 0.0159962 -0.00161424 -0.0109204 -0.0466615 -0.00190588 0.0208814
internal_weight=0 92.8574 65.3534 60.3952 33.0289 17.1925 15.0556
internal_count=24983 10393 3121 3000 733 449 411
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
sum_completeness=165
gc_var=132
sum_len=122
codon_pca=121
tetra_pca=109
redundunt_protein=96
cpg_var=84
cpg_max_min=80
skew_var=76
skew_max_min=73
min_len=62
min_contig_rate=47
num_seqs=38
overlap_singl_like_gene=13
redundunt_cat=13
overlap_sp_one_or_no=1

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:[]
