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=965 990 967 993 993 986 989 968 997 970 984 981 990 990 1000 996 987 997 989 1004 996 988 1009 993 1000 969 988 1002 986 997 988 978 994 993 984 1018 986 980 992 1011 988 985 982 989 999 985 975 989 1002 999 982 988 987 991 984 982 1011 1002 980 980 982 990 981 989 982 992 979 992 981 977 979 995 986 989 987 995 989 992 989 985 976 985 981 970 974 976 978 993 996 982 997 975 990 991 981 990 979 973 976 975 980 987 986 994 983 984 996 983 970 975 990 995 997 972 975 983 987 978 955 983 980 978 986 979 990 980 995 977 982 983 970 977 1001 984 982 987 1012 981 978 976 990 978 974 987 981 984 986 981 969 986 1001 987 983 987 976 1012 987 969 975 985 971 971 1003 968 981 979 974 1002 993 970 981 985 1006 981 973 989

Tree=0
num_leaves=8
num_cat=0
split_feature=6 3 12 5 3 9 6
split_gain=11077.1 3897.81 1281.43 392.759 383.282 360.902 238.476
threshold=0.017585754394531253 103.50000000000001 2.5000000000000004 0.00010454654693603517 103.50000000000001 0.00026214122772216802 0.011089324951171877
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 -7
right_child=3 -3 -4 -5 -6 6 -8
leaf_value=0.72001726556147749 0.93573975683587096 1.1642278547684382 1.1331061589641043 1.1798473485439169 1.1870755674507583 0.78534166263550964 0.95195872997542164
leaf_weight=894.25233396887779 135.88189129531384 328.30138193070889 96.784703955054283 2816.722364410758 109.62544685602188 308.75278826057911 119.01643793284893
leaf_count=4666 709 1713 505 14697 572 1611 621
internal_value=1.05405 0.853718 0.781868 1.16927 1.04797 0.756154 0.831699
internal_weight=0 1747.11 1418.81 3062.23 245.507 1322.02 427.769
internal_count=25094 9116 7403 15978 1281 6898 2232
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=3 11 0 8 11 10 11
split_gain=5357.47 3243.9 499.232 472.013 261.072 188.841 138.911
threshold=102.50000000000001 0.0020856857299804692 2.5000000000000004 0.085662841796875014 0.00098657608032226584 1.0000000180025095e-35 0.0036382675170898442
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -4
right_child=-2 2 6 4 -6 -7 -8
leaf_value=-0.23673620231155834 0.12541518437758656 -0.0665906055812856 0.035007652869812257 -0.18332023115196694 -0.066615446305050827 -0.047897026884405697 0.12023367235649252
leaf_weight=851.32515116035938 2009.2364585101604 291.54405002295971 317.71320098638535 346.47309154272079 429.05322216451168 56.468391537666321 480.45743653178215
leaf_count=3989 11150 1488 1692 1643 2139 283 2662
internal_value=0 -0.0890237 0.0454022 -0.176046 -0.118754 -0.22499 0.0863093
internal_weight=0 2773.03 1089.71 1683.32 775.526 907.794 798.171
internal_count=25046 13896 5842 8054 3782 4272 4354
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=0
split_feature=4 3 4 10 3 5 8
split_gain=8310.25 2141.19 368.214 276.7 238.554 135.619 60.5598
threshold=5.5839843750000009 104.50000000000001 12.472656250000002 1.0000000180025095e-35 104.50000000000001 0.00010454654693603517 0.16925048828125003
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 5 6 -1 -2
right_child=2 -3 -4 -5 -6 -7 -8
leaf_value=-0.22270334668463648 -0.086217594003675416 0.10818492837042726 0.12307824493186224 -0.070698679512782539 0.12391617553956652 -0.077579748237538562 0.029214452666606019
leaf_weight=1422.3259835541248 150.65229257941246 255.0515294522047 2484.024009168148 143.41455078125 121.24188098311424 67.448294028639793 65.084762617945671
leaf_count=6247 713 1511 14411 683 721 347 316
internal_value=0 -0.16128 0.109771 -0.203362 0.0116814 -0.216133 -0.0513934
internal_weight=0 1888.24 2821 1633.19 336.979 1489.77 215.737
internal_count=24949 8788 16161 7277 1750 6594 1029
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=1
split_feature=6 3 15 6 3 7 6
split_gain=6234.08 1758.63 735.972 220.653 197.105 152.14 174.519
threshold=0.018806457519531253 104.50000000000001 0 0.029136657714843753 102.50000000000001 0.0032339096069335942 0.011089324951171877
decision_type=2 2 1 2 2 2 2
left_child=1 2 5 4 -2 -1 -7
right_child=3 -3 -4 -5 -6 6 -8
leaf_value=-0.20134933141290806 -0.017937272856669396 0.10542001025833361 0.068237082429531901 0.12059513753417539 0.12128474998361248 -0.17085722514779578 -0.039933515313749675
leaf_weight=1152.940337613225 240.63922627270222 282.41043762862682 128.5022748708725 2086.8151882141829 176.11427024006844 387.01054993271828 138.16080032289028
leaf_count=4804 1224 1785 609 13071 1126 1653 634
internal_value=0 -0.126644 -0.16292 0.107328 0.0408961 -0.179955 -0.136414
internal_weight=0 2089.02 1806.61 2503.57 416.753 1678.11 525.171
internal_count=24906 9485 7700 15421 2350 7091 2287
cat_boundaries=0 1
cat_threshold=3
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=8
num_cat=1
split_feature=4 14 5 4 4 0 8
split_gain=5912.67 564.559 226.502 152.153 142.193 77.8401 62.3755
threshold=7.3769531250000009 0 0.00010454654693603517 14.292968750000002 4.5097656250000009 2.5000000000000004 0.11660766601562501
decision_type=2 1 2 2 2 2 2
left_child=1 2 4 5 6 -2 -1
right_child=3 -3 -4 -5 -6 -7 -8
leaf_value=-0.17116300748269356 -0.06266769309936579 0.01525838704689308 -0.0074159062544367702 0.11772295817765184 -0.051505333591906267 0.066641075172662753 -0.12679922590260334
leaf_weight=1133.2829235494137 59.612009108066559 264.55961930751801 118.60227470099926 2129.9760118424892 134.15824724733829 212.50100517272949 439.9714520573616
leaf_count=4713 282 1447 661 14206 632 1232 1948
internal_value=0 -0.121267 -0.141047 0.108727 -0.150329 0.0383132 -0.158756
internal_weight=0 2090.57 1826.01 2402.09 1707.41 272.113 1573.25
internal_count=25121 9401 7954 15720 7293 1514 6661
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=0
split_feature=5 3 12 7 5 5 3
split_gain=4262.16 1481.86 588.534 138.144 187.511 109.373 123.639
threshold=0.00010454654693603517 103.50000000000001 2.5000000000000004 0.0027151107788085942 2.7507543563842777e-05 0.00024569034576416021 101.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2
right_child=5 -3 -4 4 -6 -7 -8
leaf_value=-0.16174192250198327 -0.0017214302239472725 0.099999390539607505 0.088279026009326189 -0.13947822751706782 -0.02143162647499032 0.1162899162759426 0.11708330287555296
leaf_weight=1160.736000418663 183.38057206571102 338.51996502280235 119.17010192573071 445.52726747095585 192.78846803307533 1715.3247435837984 167.70484460890293
leaf_count=4709 1029 2260 569 1824 870 12476 1215
internal_value=0 -0.0928953 -0.126937 -0.141193 -0.103825 0.105882 0.0550287
internal_weight=0 2256.74 1918.22 1799.05 638.316 2066.41 351.085
internal_count=24952 10232 7972 7403 2694 14720 2244
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=0
split_feature=9 12 0 8 9 9 9
split_gain=2232.14 743.223 408.13 274.255 142.595 112.173 102.803
threshold=0.00029742717742919927 1.5000000000000002 2.5000000000000004 0.080841064453125014 0.00015324354171752932 0.00088667869567871105 0.00052428245544433605
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -2 -4
right_child=2 -3 6 4 -6 -7 -8
leaf_value=-0.13903882411017751 -0.044249997805336533 0.08460617741840458 0.056396952192717932 -0.12701114604670735 -0.026711218634917294 0.067986451510578805 0.10613460302100326
leaf_weight=938.99201983213425 349.88017734140158 240.00230840593576 637.23001916706562 199.91545501351357 487.12136086821556 119.44725266098976 1194.6397970840335
leaf_count=4028 1814 1410 4164 865 2558 818 9367
internal_value=0 -0.0796631 0.0675166 -0.103909 -0.0558968 -0.015685 0.088833
internal_weight=0 1866.03 2301.2 1626.03 687.037 469.327 1831.87
internal_count=25024 8861 16163 7451 3423 2632 13531
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=4 12 6 4 4 8 6
split_gain=3923.01 801.639 238.202 122.7 115.952 44.1037 45.9754
threshold=7.3769531250000009 1.5000000000000002 0.022209167480468753 2.6162109375000004 16.304687500000004 0.11434936523437501 0.010929107666015627
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 -7
right_child=4 -3 -4 5 -6 6 -8
leaf_value=-0.14092521907110908 0.046678967974388912 0.080778613420344869 0.015652807630748576 -0.10841344478577515 0.11274217256771615 -0.08341129091798366 0.020711076780596811
leaf_weight=1324.4062570631504 315.3906861320138 231.34749633818865 126.21917574852705 192.95649549365044 1685.6554559618235 99.218385994434357 74.06122313439846
leaf_count=5572 1882 1395 723 838 13802 440 378
internal_value=0 -0.094541 -0.116865 -0.126759 0.10233 -0.0755282 -0.0389085
internal_weight=0 2048.21 1816.86 1690.64 2001.05 366.236 173.28
internal_count=25030 9346 7951 7228 15684 1656 818
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=6 12 6 9 6 9 12
split_gain=2912.53 573.779 234.219 115.978 77.5802 69.2028 41.9971
threshold=0.021781921386718753 2.5000000000000004 0.012203216552734377 0.00018733739852905276 0.034561157226562507 0.00022131204605102542 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 6 -1
right_child=4 -3 3 -5 -6 -7 -8
leaf_value=-0.13532621518692542 0.059574152850650777 0.09017358018359567 -0.10051299375262149 -0.0022536977449930328 0.11116918951977489 -0.086956587990968046 0.00065917875037159132
leaf_weight=789.11282975971699 373.05039241909981 191.77921089529991 180.10798873007298 360.68322046846151 1332.0360272079706 615.36300960183144 23.383819952607155
leaf_count=3386 2645 1246 794 1936 12083 2742 105
internal_value=0 -0.074941 -0.0910259 -0.0349786 0.0998809 -0.112253 -0.131413
internal_weight=0 2160.43 1968.65 540.791 1705.09 1427.86 812.497
internal_count=24937 10209 8963 2730 14728 6233 3491
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=8
num_cat=0
split_feature=4 12 4 4 1 6 1
split_gain=2941.58 534.65 186.707 108.064 76.0564 59.3148 53.2357
threshold=7.7167968750000009 2.5000000000000004 2.9277343750000004 16.304687500000004 47761.000000000007 0.014934539794921877 45660.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 6 -4 -1 -2
right_child=3 -3 4 -5 -6 -7 -8
leaf_value=-0.12305450410894764 -0.0010733808057404848 0.078739188082725259 -0.073274072124786177 0.10894597368140824 0.015092412782733353 -0.065045358099575193 0.085057669406565506
leaf_weight=1191.7215902656317 144.2508832514286 191.06029441952705 238.90813179314137 1445.8553655520082 164.44103252887726 206.86563773453236 142.79636038839817
leaf_count=5190 806 1301 1103 13782 858 980 979
internal_value=0 -0.0803225 -0.0971879 0.0978193 -0.037248 -0.114474 0.041774
internal_weight=0 1993 1801.94 1732.9 403.349 1398.59 287.047
internal_count=24999 9432 8131 15567 1961 6170 1785
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=6 3 12 7 6 6 3
split_gain=2194.31 867.642 245.882 83.0933 98.904 70.5001 83.88
threshold=0.022209167480468753 104.50000000000001 2.5000000000000004 0.0019106864929199221 0.012516021728515627 0.036666870117187507 102.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2
right_child=5 -3 -4 4 -6 -7 -8
leaf_value=-0.11656210808341604 0.016141990198065139 0.099837614111845732 0.064728542029703157 -0.093574031658298404 -0.0097189440264285644 0.10913332985733203 0.11131258644890703
leaf_weight=977.25410670042038 206.4251903295517 282.38256327062845 98.896930672228336 549.79968240857124 189.00937235355377 1090.5489086657763 167.96212362498045
leaf_count=4387 1354 2120 582 2331 904 11723 1588
internal_value=0 -0.0632233 -0.0885933 -0.0974293 -0.0721214 0.0962798 0.0588386
internal_weight=0 2097.34 1814.96 1716.06 738.809 1464.94 374.387
internal_count=24989 10324 8204 7622 3235 14665 2942
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=4 12 4 5 4 13 7
split_gain=2235.03 374.582 206.665 69.3464 59.7664 48.6632 44.4746
threshold=9.2500000000000018 1.5000000000000002 3.8466796875000004 6.5714120864868178e-05 19.929687500000004 30.356274518662488 0.0011305809020996096
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -4 -5
right_child=4 -3 5 6 -6 -7 -8
leaf_value=-0.1059287462618491 0.054806812092328454 0.063273529561083938 0.0082804411030599021 -0.09115692728637842 0.10714792599495987 -0.091001398362166946 0.013532141851172706
leaf_weight=1270.1853904351592 268.44788376241922 198.39738903939724 267.36262452602386 77.827603802084923 1164.5674579814076 60.550297446548939 84.7886952906847
leaf_count=5864 1949 1437 1445 363 13184 267 452
internal_value=0 -0.0669892 -0.0816672 -0.0980571 0.0973428 -0.0100524 -0.0365718
internal_weight=0 1959.11 1760.71 1432.8 1433.02 327.913 162.616
internal_count=24961 9828 8391 6679 15133 1712 815
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=4 12 4 7 6 4 12
split_gain=1964.8 317.867 200.771 58.6069 49.8233 48.1564 42.7356
threshold=10.230468750000002 2.5000000000000004 2.7763671875000004 0.0004161596298217774 0.017051696777343753 20.789062500000004 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -2 -1
right_child=5 -3 3 4 -6 -7 -8
leaf_value=-0.09932212930422199 0.056946582610225428 0.067561423393511177 -0.098936782787560254 -0.030677010868993111 0.041462550059330222 0.10670428645896919 -0.00041080488603787915
leaf_weight=1207.0713198259473 238.33247395604849 173.9318525865674 82.36286373436451 290.66399209946394 142.75973679125309 1057.7863071635365 45.321724459528923
leaf_count=5783 1843 1376 395 1358 908 13078 211
internal_value=0 -0.0614294 -0.0741179 -0.0216102 -0.00691589 0.0975548 -0.0957427
internal_weight=0 1942.11 1768.18 515.787 433.424 1296.12 1252.39
internal_count=24952 10031 8655 2661 2266 14921 5994
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=8
num_cat=0
split_feature=5 3 12 5 3 8 5
split_gain=1375.36 717.202 140.444 92.1469 93.2074 71.013 82.6627
threshold=0.00010994076728820802 104.50000000000001 1.5000000000000002 0.00024569034576416021 101.50000000000001 0.079132080078125014 2.5480985641479496e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 -7
right_child=3 -3 -4 -5 -6 6 -8
leaf_value=-0.10301951610487797 -0.015843428866510068 0.10043104282263556 0.032463174887567489 0.10232409077256255 0.10760622313218296 -0.084601911616562261 -0.014250597308072372
leaf_weight=805.51359425485134 150.77542281895876 272.75649167597294 114.11294496804476 917.81215188652277 102.90074364840984 478.23060731589794 256.65350285172462
leaf_count=4027 991 2255 697 12441 1150 2164 1206
internal_value=0 -0.0498128 -0.0745815 0.0875794 0.0342325 -0.0825114 -0.0600322
internal_weight=0 1927.27 1654.51 1171.49 253.676 1540.4 734.884
internal_count=24931 10349 8094 14582 2141 7397 3370
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=2
split_feature=5 15 7 5 5 7 15
split_gain=1215.24 206.256 127.116 114.801 93.0736 52.5639 35.8953
threshold=0.00010454654693603517 0 0.0019106864929199221 2.7507543563842777e-05 0.00027406215667724615 0.00069069862365722667 1
decision_type=2 1 2 2 2 2 1
left_child=1 -1 6 -4 5 -2 -3
right_child=4 2 3 -5 -6 -7 -8
leaf_value=0.061461292007984704 -0.050204129427700889 0.035530589788291357 -0.058175046948925106 0.020364246535356401 0.10145113604635488 0.056648566457359655 -0.08788919638674611
leaf_weight=150.81656314432621 57.435670111328363 24.159139156341553 521.94692835956812 289.24876350909472 815.6181712448597 231.99117624387145 853.1790085285902
leaf_count=1303 367 121 2526 1702 12128 2205 4535
internal_value=0 -0.0485173 -0.0583588 -0.0301702 0.084163 0.035444 -0.0850874
internal_weight=0 1839.35 1688.53 811.196 1105.05 289.427 877.338
internal_count=24887 10187 8884 4228 14700 2572 4656
cat_boundaries=0 1 2
cat_threshold=8 6
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=8
num_cat=0
split_feature=6 12 7 5 6 12 7
split_gain=1089.5 178.707 119.626 91.0039 58.8567 54.0604 31.3759
threshold=0.023582458496093753 3.5000000000000004 0.0032339096069335942 2.6077032089233402e-05 0.038955688476562507 1.0000000180025095e-35 0.0067958831787109384
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -5
right_child=4 -3 3 6 -6 -7 -8
leaf_value=-0.076165502853977468 0.050325123034720788 0.06925667123803346 -0.048146483940725147 -0.016357733734127047 0.10437043186895521 0.047638031678724317 0.053014954678412711
leaf_weight=1020.2273508273065 286.00407515838742 133.49797419458628 408.48323139548302 106.14123982191086 682.01511913537979 36.53335964679718 169.00329098850489
leaf_count=5583 2961 1219 1983 621 11322 194 1088
internal_value=0 -0.0422457 -0.0507986 -0.0182022 0.0884026 -0.0718855 0.0262534
internal_weight=0 1873.89 1740.39 683.628 968.019 1056.76 275.145
internal_count=24971 10688 9469 3692 14283 5777 1709
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=4 12 4 7 0 5 7
split_gain=1196.45 190.019 132.778 75.8106 60.5133 60.425 48.577
threshold=5.5839843750000009 1.0000000180025095e-35 20.789062500000004 0.0019106864929199221 2.5000000000000004 4.3183565139770515e-05 0.0016827583312988283
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -5 -3
right_child=2 6 -4 5 -6 -7 -8
leaf_value=-0.091013469125494073 -0.032978478082285205 0.08816906588669747 0.10176071083635028 -0.060268402814173241 0.053914773023112976 0.015720138311727406 -0.012770865535027535
leaf_weight=737.95550205558538 106.15278795361519 94.302790492773056 774.17337400838733 464.04207839071751 327.1223981641233 135.11480411142111 96.426364466547966
leaf_count=4204 558 808 13113 2264 2628 733 719
internal_value=0 -0.0562387 0.0769527 -0.0695581 0.0326258 -0.0431324 0.0371372
internal_weight=0 1527.84 1207.45 1337.11 433.275 599.157 190.729
internal_count=25027 8728 16299 7201 3186 2997 1527
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=6 12 6 9 9 8 6
split_gain=845.96 120.437 112.446 72.4302 37.1577 36.2153 32.0046
threshold=0.026573181152343753 3.5000000000000004 0.010929107666015627 0.00025928020477294927 0.00022131204605102542 0.057510375976562507 0.038955688476562507
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 -2
right_child=6 -3 3 5 -6 -7 -8
leaf_value=-0.080436379325289034 0.05520225971962326 0.059178802340446146 -0.040797304552938313 -0.033268834979756343 -0.042454117841095484 0.043527524268234391 0.10225890550389914
leaf_weight=542.77811991423368 193.35506438836455 127.54340099170804 365.94910624623299 82.223740488290787 490.16791576147079 242.53136489167809 572.44921842589974
leaf_count=3258 2303 1265 1992 462 2503 1827 11336
internal_value=0 -0.0345881 -0.0415265 -0.0102916 -0.0624125 0.0240837 0.0903778
internal_weight=0 1851.19 1723.65 690.704 1032.95 324.755 765.804
internal_count=24946 11307 10042 4281 5761 2289 13639
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=3 9 3 3 12 9 3
split_gain=907.077 215.639 109.158 63.8707 54.7542 53.7612 41.2538
threshold=101.50000000000001 0.00036895275115966802 95.500000000000014 97.500000000000014 1.0000000180025095e-35 0.00015515089035034182 107.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -2
right_child=6 3 -4 -5 -6 -7 -8
leaf_value=-0.083394995586048085 0.045596212803579242 0.030090662089917727 -0.10962451493795287 -0.072333256548656938 0.028401386266921114 -0.03061735426826875 0.10769198135971403
leaf_weight=304.72339251637459 130.35695545002818 470.60345127433538 315.46638273075223 69.930151976644993 99.865054570138454 526.44427467137575 596.86891379207373
leaf_count=1897 1427 5589 1881 583 644 3044 9869
internal_value=0 -0.0359114 -0.0587865 0.0168398 -0.0415608 -0.0499668 0.0965612
internal_weight=0 1787.03 1246.5 540.534 931.033 831.168 727.226
internal_count=24934 13638 7466 6172 5585 4941 11296
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=1
split_feature=3 9 3 11 0 3 15
split_gain=791.835 185.326 70.9435 69.0069 63.6556 45.1785 35.6681
threshold=104.50000000000001 0.00036895275115966802 95.500000000000014 0.0012888908386230471 2.5000000000000004 101.50000000000001 0
decision_type=2 2 2 2 2 2 1
left_child=1 2 6 -3 -5 -4 -1
right_child=-2 3 5 4 -6 -7 -8
leaf_value=0.023839176208178676 0.10140378918630291 -0.070955052860044637 -0.10389865833014802 -0.01507496626298279 0.059213002957238192 0.0044862857580460691 -0.043171196303154413
leaf_weight=85.083763718605042 605.54843039438128 76.93837358802557 304.03537064045668 186.27432508021593 302.91927268356085 44.027803510427475 834.07203371822834
leaf_count=591 10681 393 1877 1459 4701 290 5012
internal_value=0 -0.0304878 -0.0517387 0.0170799 0.0309258 -0.0901886 -0.0371785
internal_weight=0 1833.35 1267.22 566.132 489.194 348.063 919.156
internal_count=25004 14323 7770 6553 6160 2167 5603
cat_boundaries=0 1
cat_threshold=10
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=1
split_feature=4 3 4 15 9 4 8
split_gain=847.576 436.283 46.9872 68.5257 51.4271 33.559 28.9924
threshold=10.699218750000002 107.50000000000001 5.7949218750000009 0 0.00024026632308959964 25.468750000000004 0.12307739257812501
decision_type=2 2 2 1 2 2 2
left_child=1 2 3 -1 6 -2 -5
right_child=5 -3 -4 4 -6 -7 -8
leaf_value=-0.073318412381018799 0.055078570079160394 0.10616254367308453 -0.0084797901460727278 0.083629663538548699 -0.11003398804282077 0.10121483566285959 -0.025922811914373511
leaf_weight=1121.0822295695543 222.68760043010116 180.04572717472911 162.20614220947027 60.323421612381935 29.680457301437855 539.93825394660234 40.291374519467354
leaf_count=6636 2337 1840 848 440 178 12429 259
internal_value=0 -0.040446 -0.0591194 -0.0656834 0.00523519 0.087743 0.0397592
internal_weight=0 1593.63 1413.58 1251.38 130.295 762.626 100.615
internal_count=24967 10201 8361 7513 877 14766 699
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=0
split_feature=4 4 12 1 7 5 12
split_gain=713.168 91.6577 112.905 45.0551 35.5119 28.2319 25.2189
threshold=12.472656250000002 2.0556640625000004 1.0000000180025095e-35 47436.500000000007 0.0013594627380371096 6.5714120864868178e-05 21.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 -1 -6
right_child=-2 3 4 -5 6 -7 -8
leaf_value=-0.074394225139020692 0.089622278161287289 -0.028500877385268877 0.094076021153626843 0.023849418718050321 -0.045201868252737094 -0.01224570738553709 0.10787053156942944
leaf_weight=709.63129164278507 668.46551689878106 372.64025814458728 55.799516003578901 294.19317067787051 52.990862317383289 81.487229727208614 13.505858421325682
leaf_count=4673 14468 2149 606 2100 381 443 151
internal_value=0 -0.0335919 -0.0541696 -0.005405 0.0352508 -0.0679928 -0.0141115
internal_weight=0 1580.25 913.415 666.833 122.296 791.119 66.4967
internal_count=24971 10503 6254 4249 1138 5116 532
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=8
num_cat=1
split_feature=4 4 15 9 4 8 9
split_gain=616.348 72.6478 87.7098 38.6333 33.5509 33.1102 31.3086
threshold=11.261718750000002 2.0556640625000004 0 0.00062346458435058605 25.468750000000004 0.047256469726562507 0.00018268823623657229
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 5 -2 -3 -4
right_child=4 3 6 -5 -6 -7 -8
leaf_value=-0.063001035154209031 0.048832350564300742 -0.044291249588844311 0.067753454095208318 -0.098153343426313308 0.098507332978783335 0.012473608584798594 -0.03944201202528614
leaf_weight=768.05010413378477 193.63769163563848 132.16506222635508 78.509941060096025 43.152824085205793 456.52476326748729 461.76365278661251 41.727543141692877
leaf_count=5149 2244 815 829 229 12468 2973 327
internal_value=0 -0.0325652 -0.051047 -0.00679589 0.0837127 -0.000158106 0.0282061
internal_weight=0 1525.37 888.288 637.082 650.162 593.929 120.237
internal_count=25034 10322 6305 4017 14712 3788 1156
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=1
split_feature=3 4 3 4 15 7 3
split_gain=564.473 348.796 71.1912 54.4808 36.0438 31.3175 31.3144
threshold=102.50000000000001 16.304687500000004 95.500000000000014 4.8730468750000009 0 0.0015521049499511721 109.50000000000001
decision_type=2 2 2 2 1 2 2
left_child=1 2 3 4 -1 -6 -2
right_child=6 -3 -4 -5 5 -7 -8
leaf_value=-0.054241582757208286 0.045023686703032237 0.078119916285205912 -0.088360253301591363 0.010697070535343979 0.091087232002452584 -0.032631433907758134 0.10594645697352639
leaf_weight=697.32986667007208 106.81027371436357 259.27122231759131 337.4569760710001 205.25157016888261 34.12188595533371 51.10306640714407 401.58291913196445
leaf_count=4496 1607 5509 2196 1109 256 316 9528
internal_value=0 -0.027954 -0.0487061 -0.0351593 -0.0471867 0.0151275 0.093147
internal_weight=0 1584.53 1325.26 987.806 782.555 85.225 508.393
internal_count=25017 13882 8373 6177 5068 572 11135
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=5 10 7 5 12 11 7
split_gain=377.836 66.9843 57.9701 41.7108 32.7785 24.5025 23.5645
threshold=0.00023728609085083011 1.0000000180025095e-35 0.0032339096069335942 1.922249794006348e-05 1.5000000000000002 0.0089378356933593767 0.0069103240966796884
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -5
right_child=-2 -3 3 5 -6 -7 -8
leaf_value=-0.04896811924979802 0.088221091776092692 0.035496205643368132 -0.031917736283300108 -0.0080214360695110669 0.043008027644328692 -0.22124204274212256 0.048178888991832453
leaf_weight=790.54214319773018 403.79829980246723 191.6723642013967 272.62246899306774 127.42679084837437 40.743729554116726 4.098380157724022 179.98840081878006
leaf_count=5861 12630 1923 1615 974 389 24 1573
internal_value=0 -0.0199828 -0.0274956 -0.00335335 -0.0444601 0.0216449 0.0248833
internal_weight=0 1607.09 1415.42 584.136 831.286 311.514 307.415
internal_count=24989 12359 10436 4186 6250 2571 2547
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=0
split_feature=3 4 4 12 3 1 3
split_gain=466.573 301.983 47.6335 39.8053 34.4585 26.1308 25.48
threshold=107.50000000000001 16.304687500000004 4.8730468750000009 1.5000000000000002 91.500000000000014 104592.00000000001 100.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 -6
right_child=-2 -3 4 5 6 -7 -8
leaf_value=-0.056960915034528548 0.10263092960734024 0.07783268632077249 0.02052381379675167 0.046791584121712998 -0.085729396527302978 -0.071200450206090074 0.021926259522678713
leaf_weight=959.92979853600264 369.2245763912797 253.99764438532293 186.10610559955239 64.249588686972857 69.795381154865026 26.514739602804184 32.094082377851009
leaf_count=6535 9944 6244 1013 522 359 194 244
internal_value=0 -0.022133 -0.0411001 -0.0509758 -0.00507025 0.0123227 -0.051819
internal_weight=0 1592.69 1338.69 1050.69 287.996 90.7643 101.889
internal_count=25055 15111 8867 7251 1616 716 603
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=8
num_cat=0
split_feature=3 5 3 3 7 5 5
split_gain=417.276 162.491 101.053 35.7129 31.3988 21.3081 21.0103
threshold=101.50000000000001 0.00030148029327392584 92.500000000000014 109.50000000000001 0.0053386688232421884 6.7055225372314462e-06 3.3587217330932624e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 -2
right_child=3 -3 -4 -5 5 -7 -8
leaf_value=-0.029808894285105782 -0.0010948397572566127 0.076822012968350839 -0.07875466836361722 0.10416376566449398 -0.034125790999223943 0.026987430096837257 0.080557085539779055
leaf_weight=627.75832008384168 60.542998574674129 143.64630636572838 378.31366781145334 321.7075653616339 78.718979477882385 207.28102692402899 65.723659820854664
leaf_count=4544 413 4548 2720 9529 458 1362 1435
internal_value=0 -0.0240743 -0.0352915 0.0864749 -0.0172969 0.0101665 0.0414063
internal_weight=0 1435.72 1292.07 447.974 913.758 286 126.267
internal_count=25009 13632 9084 11377 6364 1820 1848
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=8
num_cat=0
split_feature=6 8 12 6 7 9 11
split_gain=272.628 60.1421 59.6893 29.7584 33.3069 27.4453 24.3611
threshold=0.038955688476562507 0.042953491210937507 1.0000000180025095e-35 0.014453887939453127 0.0080299377441406267 0.00064682960510253917 0.0087318420410156267
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -6
right_child=-2 3 -4 4 6 -7 -8
leaf_value=-0.061391103012996474 0.096637427015607902 -0.009819734714962074 0.082381568764502783 0.00058214991094515385 0.067902070074797968 -0.084832267531179409 -0.31219723948465244
leaf_weight=339.85827959142625 259.50766415707767 708.88832835666835 31.557439491152763 310.57589389011264 118.85319930315018 52.378904264420271 1.7100827265530814
leaf_count=2878 11329 5208 401 3096 1722 318 11
internal_value=0 -0.0140373 -0.0491753 -0.00309235 0.0178996 -0.014981 0.0625097
internal_weight=0 1563.82 371.416 1192.41 431.139 761.267 120.563
internal_count=24963 13634 3279 10355 4829 5526 1733
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=8
num_cat=0
split_feature=3 5 3 3 1 1 8
split_gain=354.936 138.411 40.1928 62.8513 22.3751 28.7903 21.9624
threshold=107.50000000000001 0.00042593479156494146 91.500000000000014 101.50000000000001 26767.500000000004 67480.500000000015 0.042953491210937507
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.042423737774211386 0.10138226386606448 0.086447768388387136 0.0061886780499792069 0.025232898825380767 -0.093713362133591493 -0.028693814571881145 -0.0059137625994420424
leaf_weight=217.94954058341682 297.17617812566459 116.09568497166038 36.368243277072906 88.114806024357677 253.68423262797296 93.093513190746307 675.15065144002438
leaf_count=1779 9905 4754 232 810 2032 666 4784
internal_value=0 -0.0183721 -0.0272914 -0.0509195 -0.0684328 -0.0762587 -0.0148236
internal_weight=0 1480.46 1364.36 471.261 383.146 346.778 893.1
internal_count=24962 15057 10303 3740 2930 2698 6563
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=8
num_cat=1
split_feature=3 4 4 3 15 7 1
split_gain=305.402 185.507 38.568 40.419 32.3144 28.2551 25.4588
threshold=107.50000000000001 20.789062500000004 3.4814453125000004 91.500000000000014 0 0.0012955665588378908 31096.500000000004
decision_type=2 2 2 2 1 2 2
left_child=1 2 4 6 -1 -6 -4
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.048855954267374851 0.098706035023330252 0.079600543201093277 -0.022916147517590704 -0.047561318053729214 0.078578688760847046 -0.027294127059236586 0.040484096178349999
leaf_weight=756.1566496565938 272.43146463856101 176.22592056542635 99.052768550813198 145.51239227317274 39.431831929832697 69.876116015017033 175.65352140180767
leaf_count=5866 9882 5850 560 938 342 445 1066
internal_value=0 -0.0166165 -0.0298048 -0.00494862 -0.0418735 0.00998512 0.0176234
internal_weight=0 1461.91 1285.68 420.219 865.465 109.308 274.706
internal_count=24949 15067 9217 2564 6653 787 1626
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=0
split_feature=9 11 12 0 8 2 9
split_gain=81.8931 38.3391 34.8633 33.6698 30.026 28.6812 27.9483
threshold=0.00026214122772216802 0.00086545944213867198 3.5000000000000004 2.5000000000000004 0.085662841796875014 3569.5000000000005 0.0008285045623779298
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 -3 -5
right_child=1 3 -4 6 -6 -7 -8
leaf_value=-0.045112331887544814 -0.048914811321302258 -0.052121968290716261 0.042910681881145482 0.033972990195860912 -0.0053127615464181772 0.02175015035289923 0.093660708009770277
leaf_weight=409.74231650866568 66.281143242493272 72.740214809775352 79.443343434482813 409.97201690636575 352.74728414416313 189.4206484304741 97.012110062874854
leaf_count=3875 484 584 1158 8244 2756 2148 5744
internal_value=0 0.0240603 -0.0201317 0.030349 -0.0267 0.00125323 0.0453944
internal_weight=0 835.426 841.933 769.145 762.49 262.161 506.984
internal_count=24993 17204 7789 16720 6631 2732 13988
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=3 4 4 11 3 12 1
split_gain=272.286 156.524 39.6014 34.3508 25.1945 23.6454 20.0908
threshold=109.50000000000001 25.468750000000004 4.8730468750000009 0.0041866302490234384 91.500000000000014 22.500000000000004 67480.500000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=-0.039669612670504832 0.10110888535802098 0.083429544643600972 0.028998170419183567 -0.17504279458409711 -0.050634903380557254 0.10012987816046988 0.051783983977239371
leaf_weight=925.39045993797481 230.09696989227086 141.86606880649924 206.95587235502899 10.577248856425284 91.676696732640266 12.258542867377399 24.210824547335505
leaf_count=7155 9578 5849 1375 73 658 122 214
internal_value=0 -0.0161968 -0.0273163 0.00228392 0.00809384 -0.0378419 -0.0292378
internal_weight=0 1412.94 1271.07 333.421 322.843 937.649 115.888
internal_count=25024 15446 9597 2320 2247 7277 872
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=8
num_cat=1
split_feature=3 4 10 4 15 11 3
split_gain=229.3 134.504 35.8118 30.9022 20.9836 26.0733 19.0833
threshold=109.50000000000001 19.929687500000004 1.5000000000000002 5.1074218750000009 0 0.0035409927368164067 84.500000000000014
decision_type=2 2 2 2 1 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.035942816029180445 0.099752634887656649 0.07470776713413789 0.06057087611541076 0.044007158508298921 -0.081027161023960625 -0.11223512849983086 -0.011780152667355982
leaf_weight=902.87286244146526 209.99521036818624 157.35562503430992 48.702286986634135 135.26278921402991 17.729139089584351 16.199383841827512 112.16261777281761
leaf_count=7083 9459 6177 389 816 138 103 738
internal_value=0 -0.0123571 -0.023469 -0.0269252 0.00201246 0.0102807 0.0187177
internal_weight=0 1390.28 1232.93 1184.23 281.354 263.625 247.425
internal_count=24903 15444 9267 8878 1795 1657 1554
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=4 4 12 5 11 8 8
split_gain=174.636 46.8691 36.1019 31.3069 28.4491 23.2986 23.4952
threshold=20.789062500000004 0.88305664062500011 1.5000000000000002 4.3183565139770515e-05 0.0032339096069335942 0.38549804687500006 0.038040161132812507
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3
right_child=-2 4 -4 -5 -6 -7 -8
leaf_value=-0.064077686757476757 0.082549172391653158 -0.030231761834325646 0.043143100603387288 0.018218533752662372 -0.068966192869771223 -0.075328713871180064 0.014988305423486418
leaf_weight=306.22204546630383 224.67744277790189 137.6338583054021 45.208077490329742 54.44364894554019 56.699704279191792 35.386009071953595 695.57184925302863
leaf_count=2994 13074 1222 636 350 434 261 6004
internal_value=0 -0.0127641 -0.0410957 -0.0516548 -0.000336627 0.00414338 0.00751857
internal_weight=0 1331.17 405.874 360.666 925.291 868.592 833.206
internal_count=24975 11901 3980 3344 7921 7487 7226
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=8
num_cat=0
split_feature=3 4 3 4 11 12 7
split_gain=202.183 91.2169 66.1494 30.8839 35.1305 23.4236 22.914
threshold=101.50000000000001 25.468750000000004 95.500000000000014 2.5273437500000004 0.0033540725708007817 1.0000000180025095e-35 0.0016827583312988283
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=-0.034864185556938633 0.0771450776439081 0.076967188741669093 -0.067645482642459093 0.018915637107421647 -0.11204293457839246 0.09822016176443181 -0.020279357224908975
leaf_weight=436.41134717315435 292.84105752501637 98.753149561583996 259.02405817434192 357.04866631887853 21.730410242453218 27.727902095764875 39.654440976679325
leaf_count=3748 11336 4828 2176 2284 133 242 251
internal_value=0 -0.0152359 -0.0232119 -0.0101712 0.0114025 -0.0263914 0.0284835
internal_weight=0 1240.35 1141.6 882.573 378.779 503.794 67.3823
internal_count=24998 13662 8834 6658 2417 4241 493
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=8
num_cat=1
split_feature=5 7 15 5 11 7 9
split_gain=112.78 20.9476 26.236 20.795 22.8456 21.2271 17.3494
threshold=0.00030148029327392584 0.00040352344512939459 0 1.7732381820678714e-05 0.0035009384155273442 0.0085334777832031267 0.00068449974060058605
decision_type=2 2 1 2 2 2 2
left_child=1 2 -1 6 5 -5 -3
right_child=-2 3 -4 4 -6 -7 -8
leaf_value=-0.046617193303487875 0.0785567104763151 -0.015226823686750206 0.048333528621663784 0.0018785616307102624 -0.067657077221176837 0.045871336309627003 -0.097479634457865019
leaf_weight=219.40175282582641 161.87064696196467 425.60327024385333 26.898257027380168 443.10989564284682 37.573412969708443 145.75818756781518 27.287767490372062
leaf_count=2297 11802 3757 420 4375 471 1702 175
internal_value=0 -0.0098631 -0.0361779 -0.00385813 0.00794394 0.0127678 -0.0201828
internal_weight=0 1325.63 246.3 1079.33 626.441 588.868 452.891
internal_count=24999 13197 2717 10480 6548 6077 3932
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 4 5 3 3
split_gain=179.174 88.6547 26.2786 26.7531 30.4979 16.3277 32.2635
threshold=109.50000000000001 26.445312500000004 0.00065588951110839855 4.3300781250000009 6.9946050643920912e-05 101.50000000000001 95.500000000000014
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=-0.019468532427111617 0.097437921909717631 0.077809570891345783 -0.086910132882149146 0.032973763700556998 -0.028507353944304176 0.024996903234358065 -0.069184879180424555
leaf_weight=585.32699668779969 167.03113994654268 100.09777632635087 56.202863538637757 191.62576691620052 139.36118888389319 56.903846176341176 167.9945444278419
leaf_count=4838 9499 5801 371 1050 1325 438 1682
internal_value=0 -0.0125979 -0.0201556 -0.016868 0.00708728 -0.026654 -0.0305556
internal_weight=0 1297.51 1197.42 1141.21 330.987 810.225 753.322
internal_count=25004 15505 9704 9333 2375 6958 6520
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=8
num_cat=0
split_feature=3 6 3 3 2 3 7
split_gain=165.5 59.8441 22.7379 39.6147 21.4181 16.0364 14.776
threshold=107.50000000000001 0.048690795898437507 92.500000000000014 100.50000000000001 9269.5000000000018 96.500000000000014 0.0055065155029296884
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=-0.015767946062924445 0.094562186479985974 0.094187571069791254 -0.022932576600320224 0.033519072127633387 -0.071933255562906445 -0.073682116108980095 0.013199753545520419
leaf_weight=561.02839076891541 165.54168643942103 51.162128142081201 94.080099564045668 95.605037560686469 24.11929992493242 184.12421506736428 256.63706070929766
leaf_count=5003 9936 4193 865 971 220 1723 2075
internal_value=0 -0.0117579 -0.016217 -0.035822 0.0122748 -0.0565203 -0.00667597
internal_weight=0 1266.76 1215.59 397.929 119.724 278.204 817.665
internal_count=24986 15050 10857 3779 1191 2588 7078
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=8
num_cat=0
split_feature=4 4 12 9 9 8 5
split_gain=106.766 30.5493 29.9718 28.2215 25.379 23.5353 22.3229
threshold=25.468750000000004 2.0556640625000004 1.0000000180025095e-35 0.00062346458435058605 0.00018268823623657229 0.020011901855468753 4.848837852478028e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 6 5 -4 -3 -1
right_child=-2 3 4 -5 -6 -7 -8
leaf_value=-0.045858258995964317 0.081293909579444892 -0.062621347024102367 0.06591486845271112 -0.070710126235641199 -0.039351688859718195 0.015787826922880215 0.0072713790375747685
leaf_weight=422.69248867407441 140.8620848278515 41.083313947543502 58.682885987684131 46.138520176988095 37.563134589232504 561.19367330614477 97.282479137182236
leaf_count=4484 12392 353 816 395 332 5491 682
internal_value=0 -0.0104867 -0.0264299 0.00466494 0.0248311 0.0104392 -0.0359182
internal_weight=0 1264.64 616.221 648.416 96.246 602.277 519.975
internal_count=24945 12553 6314 6239 1148 5844 5166
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=1
split_feature=6 14 8 8 12 8 0
split_gain=84.5486 26.1884 21.6611 20.4532 18.5866 17.1661 16.2795
threshold=0.042495727539062507 0 0.047256469726562507 0.38549804687500006 1.0000000180025095e-35 0.22296142578125003 12.500000000000002
decision_type=2 1 2 2 2 2 2
left_child=1 2 4 5 -1 -4 -3
right_child=-2 6 3 -5 -6 -7 -8
leaf_value=-0.040736707312428705 0.091483481224170993 0.040384804104060368 -0.0066611629078372862 -0.078009277784564401 0.066923617439780092 0.030789833089244947 -0.12439067111541345
leaf_weight=275.98693543532863 95.847457860130817 143.08863899251446 655.39752171793953 34.76252779038623 17.024615517817438 150.49262150144204 6.2578192371875039
leaf_count=3130 10769 2044 6807 294 194 1716 61
internal_value=0 -0.00588238 -0.0110679 -0.00290713 -0.0344813 0.000332473 0.0334802
internal_weight=0 1283.01 1133.66 840.653 293.012 805.89 149.346
internal_count=25015 14246 12141 8817 3324 8523 2105
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=8
num_cat=0
split_feature=6 10 12 12 11 9 2
split_gain=76.6951 25.2571 14.0813 17.483 23.1271 13.8771 19.3684
threshold=0.042495727539062507 1.5000000000000002 22.500000000000004 19.500000000000004 0.00087475776672363292 0.00015515089035034182 3974.5000000000005
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=-0.030195823598419672 0.089328948742357153 0.05724349348301816 0.1060658720303413 -0.015613356457658779 -0.5172166546462712 -0.022421039383534222 0.0072145814546096428
leaf_weight=282.08641433157027 87.624272612389177 57.682340250350535 10.277406871318815 2.1872915681451555 1.585134871304035 371.39829550776631 542.87731914361939
leaf_count=3248 10735 1000 166 31 24 3574 6141
internal_value=0 -0.00740518 -0.010486 -0.0114842 -0.226412 -0.0108064 -0.00482404
internal_weight=0 1268.09 1210.41 1200.13 3.77243 1196.36 914.276
internal_count=24919 14184 13184 13018 55 12963 9715
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=8
num_cat=0
split_feature=4 4 1 1 8 7 1
split_gain=74.8769 26.1437 20.5641 18.1421 14.0547 16.1443 21.0076
threshold=25.468750000000004 5.1074218750000009 46418.000000000007 6778.5000000000009 0.37255859375000006 0.0032339096069335942 12933.000000000002
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=-0.024621480186756559 -0.55966018022196484 -0.0033520942293620969 0.046167161497422907 0.079279927640677234 -0.079245911959204496 0.12689835545834582 -0.0015635652645494863
leaf_weight=510.80579457711428 0.44572987407445808 209.49128743540496 139.83981017768383 116.92319769551978 33.605299733579159 13.235311996191738 333.16633666586131
leaf_count=5849 11 1796 2127 12408 225 90 2479
internal_value=0 -0.00671492 0.0164708 0.0768517 -0.0158072 -0.0133202 0.00334482
internal_weight=0 1240.14 349.331 117.369 890.813 857.207 346.402
internal_count=24985 12566 3923 12419 8643 8418 2569
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
num_cat=0
split_feature=3 4 9 7 1 4 3
split_gain=125.296 38.439 20.6198 21.4653 23.3423 22.7599 18.2332
threshold=109.50000000000001 35.703125000000007 0.0006148815155029298 0.0066890716552734384 14246.500000000002 5.3007812500000009 91.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.0068615323279900753 0.095600954080519621 0.07153323676980583 -0.066940211417535173 0.15444436251348906 -0.0090673822202120471 0.057073018893568132 -0.038423282781775009
leaf_weight=529.36930306209251 126.7901855413802 56.66109171230346 66.372636508662254 11.413493007421492 196.78840455971658 70.726562891155481 279.77330285031348
leaf_count=4711 9519 5313 514 72 1195 742 2931
internal_value=0 -0.0088819 -0.0128288 -0.00952793 0.0143945 0.00841909 -0.0177745
internal_weight=0 1211.1 1154.44 1088.07 278.928 267.515 809.143
internal_count=24997 15478 10165 9651 2009 1937 7642
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=3 6 10 3 3 11 4
split_gain=108.271 33.5593 18.3105 16.1746 37.2518 27.0135 15.4581
threshold=109.50000000000001 0.052108764648437507 1.5000000000000002 92.500000000000014 100.50000000000001 0.0019230842590332033 3.5947265625000004
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=-0.0059365336806862547 0.093349292600319433 0.094860295303202946 0.04936372752576932 -0.053835643583837134 0.014035987577871773 -0.0379045542714673 0.028982091160596093
leaf_weight=382.29480848088861 115.12756594596431 30.807296249084175 48.377988851163536 239.21240580454469 122.16517934715375 189.68478558212519 189.67796439165249
leaf_count=3522 9462 4193 459 2462 1360 2151 1398
internal_value=0 -0.0081641 -0.0108736 -0.0134685 -0.0308914 -0.00520203 0.00564321
internal_weight=0 1202.22 1171.41 1123.04 361.378 761.658 571.973
internal_count=25007 15545 11352 10893 3822 7071 4920
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=8
num_cat=0
split_feature=6 10 1 1 6 7 9
split_gain=49.9677 16.075 12.6493 22.1272 13.5029 19.7249 11.9625
threshold=0.048690795898437507 1.0000000180025095e-35 6778.5000000000009 12200.000000000002 0.011280059814453127 0.0085334777832031267 0.00065588951110839855
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 -5
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.10757037283603846 0.093670089515410948 0.02711103978126796 0.063320632948149103 -0.017295280078203776 -0.0080695789976964315 0.041993126681120041 -0.080363791236822593
leaf_weight=12.701644320040939 54.440558485686779 144.6647601602599 42.741887749638408 509.70120008662343 398.80578071437776 98.051458147820085 31.959852552972734
leaf_count=102 9808 2274 480 5268 4936 1909 247
internal_value=0 -0.00421632 -0.00835904 -0.00719355 -0.0100957 0.00180998 -0.0210166
internal_weight=0 1238.63 1093.96 1081.26 1038.52 496.857 541.661
internal_count=25024 15216 12942 12840 12360 6845 5515
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=8
num_cat=0
split_feature=4 4 12 5 1 1 8
split_gain=46.2355 20.4969 20.3932 22.7905 17.6616 13.8629 13.3065
threshold=35.703125000000007 0.83520507812500011 1.0000000180025095e-35 4.3183565139770515e-05 174126.00000000003 26426.500000000004 0.38549804687500006
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -3
right_child=-2 6 4 -5 -6 -7 -8
leaf_value=0.002446485649815052 0.078192929800352029 0.0074324602696543606 0.05198257209652344 0.027175315349651532 -0.25758608702424202 -0.060252431058782911 -0.054359125648887133
leaf_weight=43.681237936019897 74.419479944976047 839.1628588330932 42.135569408535957 48.784265127032995 1.9268954144790758 183.00683788582683 36.359780152793974
leaf_count=489 11400 9342 642 343 23 2391 334
internal_value=0 -0.00304552 -0.0247238 -0.0348275 0.0384427 -0.0481708 0.00486628
internal_weight=0 1195.06 319.535 275.472 44.0625 226.688 875.523
internal_count=24964 13564 3888 3223 665 2880 9676
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=8
num_cat=0
split_feature=3 4 12 1 1 1 9
split_gain=90.7628 26.6621 21.7871 32.8963 20.4051 19.3811 17.4823
threshold=109.50000000000001 4.8730468750000009 1.5000000000000002 49926.000000000007 23991.000000000004 47761.000000000007 0.00017434358596801761
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -4 -3
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=0.018229548649805982 0.090247985960311028 -0.096152508466173847 0.066662613705899473 0.063745701869377003 -0.026560163326704734 -0.16571983230047596 0.0053433401482993722
leaf_weight=119.98794314265251 99.451291672186926 18.31210058927536 5.091193504631522 108.9799475511536 667.86962213180959 12.16160690365359 231.62433346593753
leaf_count=1001 9474 103 63 2972 6328 172 4844
internal_value=0 -0.0092812 0.0126215 0.017898 -0.0197388 -0.097145 -0.00209307
internal_weight=0 1164.03 376.169 358.916 787.858 17.2528 249.936
internal_count=24957 15483 8154 7919 7329 235 4947
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=4 9 11 4 12 2 1
split_gain=38.8734 16.1131 15.1133 16.2545 16.077 15.0875 15.1982
threshold=25.468750000000004 0.00070118904113769542 0.0041866302490234384 0.88305664062500011 1.0000000180025095e-35 9807.0000000000018 174126.00000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.029011692739126876 0.066712108756916855 -0.06413215651780807 -0.08410266633716966 0.0078847448480543498 0.070305712119163963 -0.1189488831355443 -0.19376629147710261
leaf_weight=258.90314157493412 84.382964344229549 42.345465946011245 21.613447844050825 793.52447505295277 38.985744226723909 5.6305780010297886 2.3081521308049551
leaf_count=3185 12479 370 184 8078 551 105 26
internal_value=0 -0.00357958 -0.00129213 0.000335964 -0.0192507 0.0346049 0.0555435
internal_weight=0 1163.31 1120.97 1099.35 305.828 46.9245 41.2939
internal_count=24978 12499 12129 11945 3867 682 577
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=8
num_cat=1
split_feature=3 4 4 5 15 0 3
split_gain=77.9669 20.9027 15.5867 15.5663 17.6595 12.4565 12.3609
threshold=111.50000000000001 77.593750000000014 0.88305664062500011 5.1587820053100593e-05 0 7.5000000000000009 96.500000000000014
decision_type=2 2 2 2 1 2 2
left_child=1 2 3 4 -1 -6 -4
right_child=-2 -3 6 -5 5 -7 -8
leaf_value=-0.046360156179066969 0.092597691788316144 0.091788617112346052 0.0066504009223913394 0.027753101702001678 0.055207852970931053 -0.08650847780317511 -0.021357124222610085
leaf_weight=219.89339220151305 86.443613552721217 21.50228672195226 610.19216078799218 44.306738979183137 33.259518661536276 7.6237427452579132 212.4410263504833
leaf_count=2976 9065 4044 5671 274 325 61 2530
internal_value=0 -0.00587964 -0.00774193 -0.027047 -0.0363577 0.0231244 -0.000582407
internal_weight=0 1149.22 1127.72 305.083 260.777 40.8833 822.633
internal_count=24946 15881 11837 3636 3362 386 8201
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=8
num_cat=0
split_feature=3 6 12 9 11 7 11
split_gain=67.6824 19.4455 16.3811 14.4178 16.1652 15.1321 19.6385
threshold=111.50000000000001 0.048690795898437507 61.500000000000007 0.0006148815155029298 0.0035009384155273442 0.0080299377441406267 0.00086545944213867198
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7
right_child=2 -3 -4 -5 -6 6 -8
leaf_value=-0.008149195643153976 0.092583493989726817 0.084547387252463205 -0.73758073237538113 -0.050255890482517974 -0.070095759527986898 -0.020110030069573213 0.042778928933188271
leaf_weight=777.50667688949034 79.832378869177774 23.726145357359201 0.23804319580085476 71.87816513935104 35.66215804964304 75.100187493488193 146.54848854709417
leaf_count=7968 9123 4610 19 1112 342 519 1281
internal_value=0 -0.00502753 0.0901121 -0.00694793 -0.00393975 -0.00157846 0.0214705
internal_weight=0 1130.42 80.0704 1106.7 1034.82 999.155 221.649
internal_count=24974 15832 9142 11222 10110 9768 1800
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=8
num_cat=0
split_feature=6 10 2 2 6 13 11
split_gain=26.8732 20.7345 13.6829 18.1437 17.65 12.7778 14.7808
threshold=0.052108764648437507 1.5000000000000002 3592.5000000000005 11911.500000000002 0.013072967529296877 43.303458281875997 0.0015349388122558596
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=-0.019714964970129402 0.091409021746256688 0.060204238544451519 0.010470388802112169 -0.051266727905370992 0.084589741097856899 0.035828141191525782 -0.31495421777339938
leaf_weight=371.77561615896411 32.227478212444112 52.617834663484246 632.83388245059177 95.283823046833277 18.345084320986647 3.2571298573166123 1.9026330551132558
leaf_count=4170 9247 1085 8714 1210 432 27 43
internal_value=0 -0.00114913 -0.00402283 0.00373898 -0.0321218 0.0454874 -0.093533
internal_weight=0 1176.02 1123.4 751.623 118.789 23.5048 5.15976
internal_count=24928 15681 14596 10426 1712 502 70
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=8
num_cat=0
split_feature=3 8 7 3 3 11 1
split_gain=65.1684 14.6435 17.5827 14.0652 24.6992 20.3476 16.7949
threshold=109.50000000000001 0.38549804687500006 0.0093116760253906267 101.50000000000001 96.500000000000014 0.0017523765563964846 28530.000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8
leaf_value=0.0055501461681126685 0.089210990484475172 -0.069778756466118919 0.021968726687686235 0.03345694540522276 0.048218405756958092 -0.032990362328756302 -0.061560744661975857
leaf_weight=464.82918219035491 75.979236036306247 35.406298577319831 204.69984013563953 67.018036775756627 15.509201230481265 194.2252734832 137.35722081921995
leaf_count=4555 9415 415 2893 1341 159 4233 1824
internal_value=0 -0.006494 -0.00442624 -0.0105735 -0.0142079 -0.00580786 -0.0504229
internal_weight=0 1119.05 1083.64 878.939 811.921 659.054 152.866
internal_count=24835 15420 15005 12112 10771 8788 1983
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=8
num_cat=0
split_feature=4 8 12 12 8 8 4
split_gain=30.371 11.8391 12.703 12.5543 12.5017 10.358 10.9536
threshold=26.445312500000004 0.035568237304687507 1.0000000180025095e-35 22.500000000000004 0.38549804687500006 0.29162597656250006 1.6303710937500002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7
right_child=-2 3 -4 -5 -6 6 -8
leaf_value=-0.033888003101923081 0.066137618179271718 -0.0006487576224537137 0.056552941540791393 0.098812620669595702 -0.060272159380619889 -0.020626766888326743 0.073214427996851669
leaf_weight=175.85054947715253 66.62394802342169 827.85828212834895 17.034210407175124 13.022936269175259 33.238642890937626 18.254084391519427 39.040544028161094
leaf_count=2228 12356 8857 313 334 297 132 442
internal_value=0 -0.00335111 -0.0259008 0.00131866 -6.38544e-05 0.00219706 0.0433166
internal_weight=0 1124.3 192.885 931.414 918.392 885.153 57.2946
internal_count=24959 12603 2541 10062 9728 9431 574
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=8
num_cat=0
split_feature=6 1 1 0 1 9 9
split_gain=21.8846 11.3671 16.8866 11.6101 14.0604 9.49774 8.84775
threshold=0.052108764648437507 6778.5000000000009 9889.5000000000018 2.5000000000000004 27853.500000000004 0.00054955482482910167 0.00026619434356689459
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.10479210499432828 0.089562746111487873 0.088975602359971581 -0.018940498495458924 0.0041356449273167303 -0.039042095302096805 -0.048832570965245292 0.036352617717856209
leaf_weight=10.548962160013614 27.029050384182483 20.706039439188316 46.592859349679202 814.08509774762206 161.580848375801 28.318949251901358 76.379006138304248
leaf_count=98 9303 244 523 11617 2131 440 661
internal_value=0 -0.00146228 -0.000512472 -0.00215671 -0.0185293 0.00337876 0.0154026
internal_weight=0 1158.21 1147.66 1126.96 312.872 151.291 122.972
internal_count=25017 15714 15616 15372 3755 1624 1184
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=8
num_cat=0
split_feature=6 1 1 2 2 6 2
split_gain=24.0033 9.19025 14.7322 11.531 7.41902 14.003 12.2069
threshold=0.042495727539062507 6778.5000000000009 9889.5000000000018 3974.5000000000005 11911.500000000002 0.013072967529296877 3974.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.097295582868851885 0.080563693030841876 0.044054372836821849 -0.012490983568705632 0.22551087869865763 -0.043611331059902773 0.042672964886863014 0.0099001054253993349
leaf_weight=9.9544652905315143 36.665965703898109 17.178910275921229 422.37955156667158 4.3985504605807355 93.296412256080657 23.557482375530526 574.82609537476674
leaf_count=99 10763 171 4680 66 1288 443 7558
internal_value=0 -0.00163089 -0.000792307 0.0810475 -0.00237744 -0.0262165 0.00041606
internal_weight=0 1145.59 1135.64 21.5775 1114.06 116.854 997.206
internal_count=25068 14305 14206 237 13969 1731 12238
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=8
num_cat=0
split_feature=6 4 9 10 6 6 12
split_gain=19.1396 11.7967 15.3851 10.7856 9.72391 9.4684 10.2853
threshold=0.052108764648437507 0.88305664062500011 0.0006148815155029298 1.5000000000000002 0.025550842285156253 0.024116516113281253 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.026522619937833527 0.091791612593466243 0.0065528836999347168 -0.04108633505816283 0.063410934724179607 0.102391930755227 -0.25917196402422843 0.031353275520639566
leaf_weight=250.41818199679255 22.782064094906673 752.06074187986087 66.295342566212639 34.911090273992158 6.5521701928228131 1.656511322595178 34.99694315250963
leaf_count=3296 9260 9143 1828 718 50 9 632
internal_value=0 -0.000771534 0.00517785 0.00907521 -0.0180604 -0.0208097 -0.019426
internal_weight=0 1146.89 853.267 786.972 293.624 287.072 285.415
internal_count=24936 15676 11689 9861 3987 3937 3928
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=8
num_cat=1
split_feature=6 0 14 2 9 5 8
split_gain=17.1901 8.68133 8.65952 8.91054 16.7927 15.1407 16.9353
threshold=0.052108764648437507 12.500000000000002 0 3921.5000000000005 0.00014919042587280276 0.0006110668182373048 0.022239685058593753
decision_type=2 2 1 2 2 2 2
left_child=1 2 3 5 -5 -1 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.012832516388668981 0.091044301047388296 -0.060485228172709626 0.025986116799576645 -0.024601767166650395 0.014404051545804146 -1.0613528619493386 -0.17871822312021193
leaf_weight=377.70237333839759 20.996204334544018 23.447676218813285 123.38296584668569 143.91515610320494 473.55696827522479 0.25670543848536809 1.4099950618110595
leaf_count=4237 9270 220 2247 2145 6656 13 152
internal_value=0 -0.000265128 0.000995368 -0.00209784 0.00531289 -0.0141598 -0.314865
internal_weight=0 1143.67 1120.22 996.841 617.472 379.369 1.6667
internal_count=24940 15670 15450 13203 8801 4402 165
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=8
num_cat=1
split_feature=5 7 9 15 2 1 1
split_gain=13.2704 9.374 11.115 13.3167 10.9405 9.22511 11.2371
threshold=0.0011286735534667971 0.0045604705810546884 0.00060677528381347667 0 11733.500000000002 37931.000000000007 28530.000000000004
decision_type=2 2 2 1 2 2 2
left_child=1 -1 3 -3 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=-0.0077046229472794081 0.10051009770131235 0.023938405364310758 -0.018612248625881778 -0.025819510485279463 -0.24371069895972322 0.031239876503387672 -0.13099245904233764
leaf_weight=717.97915134474169 13.096340859192422 327.09947502880823 26.350830849492922 40.952026189188473 2.4414609114173791 17.115033858222887 13.433556622592731
leaf_count=11046 6710 4695 577 495 30 1128 320
internal_value=0 -0.000724761 0.0110007 0.0173206 -0.0309488 -0.0301497 -0.0565594
internal_weight=0 1145.37 427.392 370.493 43.3935 56.8994 39.7844
internal_count=25001 18291 7245 5220 525 2025 897
cat_boundaries=0 1
cat_threshold=3
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=0
split_feature=6 1 0 1 1 13 8
split_gain=13.9689 9.35332 14.7535 9.33959 10.622 7.30817 9.3513
threshold=0.062591552734375014 28530.000000000004 2.5000000000000004 6778.5000000000009 9889.5000000000018 16.961776759796962 0.030982971191406253
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 -7
right_child=-2 2 5 4 -6 6 -8
leaf_value=-0.080490936762019571 0.10029677603132942 -0.034094521839908826 -0.0037702167101906383 0.085383743078482247 0.013053179912714451 0.10383569228897674 0.01346121255674006
leaf_weight=9.7529088971205038 13.889010372571645 150.74306098348461 621.58813721931074 22.177561273565516 240.17273879249115 13.149071253952568 88.558152887388133
leaf_count=96 7861 2102 9769 258 3159 231 1478
internal_value=0 -0.000594993 -0.0056354 0.0155956 0.0191677 0.000295816 0.0251455
internal_weight=0 1146.14 874.038 272.103 262.35 723.295 101.707
internal_count=24954 17093 13580 3513 3417 11478 1709
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=8
num_cat=0
split_feature=6 10 0 12 0 12 7
split_gain=12.4939 9.28216 12.8322 9.42813 6.30719 11.0855 24.0751
threshold=0.062591552734375014 1.5000000000000002 13.500000000000002 22.500000000000004 4.5000000000000009 4.5000000000000009 0.0017199516296386721
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.0012691908726707448 0.10026404690717697 0.053148256091475832 -0.20282907998314129 0.10358173640460291 -0.0098706435180273625 0.10105500998857207 -0.13148137376899283
leaf_weight=801.90747747197747 12.422320989309808 46.29221914592199 2.0445403433404854 8.3205422353930754 259.2569923583651 5.7497737007215646 19.72672804526519
leaf_count=12141 7827 1157 24 170 3421 96 173
internal_value=0 -0.0005654 0.0423194 -0.00245856 -0.00327056 -0.0160561 -0.0789995
internal_weight=0 1143.3 48.3368 1094.96 1086.64 284.733 25.4765
internal_count=25009 17182 1181 16001 15831 3690 269
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=3 3 4 3 3 11 11
split_gain=48.6699 16.6852 30.7474 11.3822 30.192 15.1382 12.369
threshold=112.50000000000001 264.50000000000006 7.3769531250000009 101.50000000000001 96.500000000000014 0.0019230842590332033 0.0025625228881835942
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -5
right_child=1 2 -4 6 -6 -7 -8
leaf_value=0.0075639474895246653 0.093015264426687005 -2.291567915384856 0.10113517871426358 0.011681321675471604 -0.045551161583454777 -0.023783240713251892 0.10902527351309375
leaf_weight=610.20764414197765 56.602978248032741 0.083175451494752362 0.15031263686250895 79.259453748702072 180.4370963065885 206.08427188894711 15.626492916606365
leaf_count=5794 8868 4 39 1226 2355 5432 1245
internal_value=0 0.0895332 -0.753424 -0.00538223 -0.00853282 -0.000350089 0.027713
internal_weight=0 56.8365 0.233488 1091.61 996.729 816.292 94.8859
internal_count=24963 8911 43 16052 13581 11226 2471
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=8
num_cat=0
split_feature=3 4 5 12 8 8 5
split_gain=39.9931 10.281 18.3194 12.0976 10.7312 12.163 12.1027
threshold=112.50000000000001 2.0556640625000004 1.2814998626708986e-06 21.500000000000004 0.18780517578125003 0.38549804687500006 6.9946050643920912e-05
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -4
right_child=-2 2 4 -5 5 -7 -8
leaf_value=-0.016100606281714121 0.085282555038978705 0.10028978480033786 0.0088133470927049314 0.10219510294379111 0.036867426230674336 -0.041575061097917754 -0.025375261682033384
leaf_weight=481.27412995323539 53.543400320224464 19.745170323178172 240.59791130479425 8.8026479701511544 130.29212082532467 23.301715528359637 181.76564831938595
leaf_count=5511 8878 139 1707 129 2875 351 5346
internal_value=0 -0.00324746 0.00557854 -0.0139757 0.00233155 0.0249668 -0.00589984
internal_weight=0 1085.78 595.703 490.077 575.957 153.594 422.364
internal_count=24936 16058 10418 5640 10279 3226 7053
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=3 11 5 3 3 1 1
split_gain=36.6687 14.7235 12.6234 8.30361 31.506 13.7875 24.4267
threshold=109.50000000000001 0.0003970861434936524 1.4096498489379885e-05 100.50000000000001 96.500000000000014 29557.500000000004 42131.000000000007
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 -7
right_child=1 -3 -4 5 -6 6 -8
leaf_value=0.00051284251512742347 0.10206061938590597 0.086934619525691079 -0.62294223571981888 0.085441217290197713 -0.049726605450282818 -0.078690504111602971 0.035176945493511705
leaf_weight=819.64722830383107 0.42745487159117956 53.600670658517629 0.54744983604177833 25.875172581872903 147.25039883540012 26.29603347775992 66.433983686612919
leaf_count=11284 49 9417 30 462 1969 317 1463
internal_value=0 0.0799289 -0.305134 -0.00407498 -0.00713822 0.0208971 0.00288661
internal_weight=0 54.5756 0.974905 1085.5 966.898 118.605 92.73
internal_count=24991 9496 79 15495 13253 2242 1780
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=8
num_cat=0
split_feature=12 12 11 1 8 7 11
split_gain=6.56568 8.82543 17.9348 18.0784 7.38338 11.4374 10.0807
threshold=22.500000000000004 19.500000000000004 0.00054192543029785167 92109.500000000015 0.42419433593750006 0.0093116760253906267 0.00086545944213867198
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=-0.0036804597157185218 0.076447484222489467 0.081289728271042666 0.11056883811092631 -0.45496288875468321 -0.055365364255865683 -0.01585140423267882 0.034524938795585783
leaf_weight=874.38783337787027 11.228334506857207 2.2055328150745472 0.78022126248106394 2.0499963434995152 23.413817982829642 52.706533711170778 161.24227668327512
leaf_count=18615 391 40 48 27 405 433 4992
internal_value=0 -0.000403195 -0.132484 -0.299064 0.000195111 0.00139043 0.0221146
internal_weight=0 1116.79 5.03575 2.83022 1111.75 1088.34 213.949
internal_count=24951 24560 115 75 24445 24040 5425
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=8
num_cat=0
split_feature=3 3 3 0 12 13 11
split_gain=33.2122 8.21081 18.423 15.3707 15.3753 14.3581 16.5353
threshold=109.50000000000001 91.500000000000014 100.50000000000001 5.5000000000000009 6.5000000000000009 4.1921165979418786 0.0019230842590332033
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=-0.032620968380201031 0.078049463872145744 -0.052530283301000638 0.014852072631426003 0.013539669086318529 0.12577084516475406 0.017337253597414989 -0.019031059612955065
leaf_weight=106.41056814941112 50.713171384704765 174.82653700816445 118.18896190868691 53.316093981266022 4.9735676661366588 445.91637462261133 173.71856633014977
leaf_count=1088 9494 2617 2261 554 47 4296 4603
internal_value=0 -0.00475907 -0.0173094 -0.0336151 -0.0475979 0.00131353 0.00714115
internal_weight=0 1077.35 351.305 233.116 179.8 726.046 619.635
internal_count=24960 15466 5479 3218 2664 9987 8899
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=8
num_cat=0
split_feature=3 4 5 12 8 11 4
split_gain=29.3766 11.8822 24.2249 16.4069 13.3347 13.6521 13.3488
threshold=111.50000000000001 6.0957031250000009 4.2051076889038093e-05 1.0000000180025095e-35 0.21734619140625003 0.0012383460998535158 53.234375000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.006931119884283631 0.082795395842413383 0.056156228457278551 0.047149534752980428 -0.1042389190725856 0.070420266227393266 -0.035701963032675969 0.06748683170109071
leaf_weight=782.37739914888516 44.105526728730183 101.64183713076636 35.905118830734864 15.079956635250708 26.114990052650683 103.95228729071096 14.255416657542808
leaf_count=7706 9099 610 322 272 1682 1700 3577
internal_value=0 -0.000467067 0.0165638 -0.00404083 0.00434308 -0.00685406 -0.0232576
internal_weight=0 1079.33 296.95 195.308 180.228 154.113 118.208
internal_count=24968 15869 8163 7553 7281 5599 5277
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=8
num_cat=0
split_feature=4 4 5 13 11 7 13
split_gain=11.7485 8.3778 13.1914 12.2301 13.2232 10.2055 11.5102
threshold=53.234375000000007 0.83520507812500011 4.7177076339721686e-05 5.5396249241947109 0.0029172897338867192 0.022926330566406253 17.591813715655586
decision_type=2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.029578369257905742 0.074340661921586185 0.0052157407489670238 -0.084422510739151024 0.088878702308590074 -0.060854839763310978 -0.02947355756808219 0.20463589511664004
leaf_weight=210.72105622454546 21.855123860994354 830.77750269445824 7.1694257112685582 29.029393094824627 7.401390964165329 4.3818155638873559 4.0326002463698387
leaf_count=3424 9724 11368 55 233 57 37 34
internal_value=0 0.000293412 -0.0152711 0.0349627 0.0584579 -0.0252659 0.0827266
internal_weight=0 1093.51 262.736 43.6002 36.4308 219.135 8.41442
internal_count=24932 15208 3840 345 290 3495 71
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=8
num_cat=0
split_feature=3 3 1 11 13 7 1
split_gain=25.0413 22.4168 14.1421 12.2515 14.393 12.5123 12.2069
threshold=101.50000000000001 96.500000000000014 28530.000000000004 0.0016217231750488283 3.0454569444911437 7.4893236160278334e-05 67480.500000000015
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.010527009151956729 0.041546875288626793 0.038013173793572733 -0.067339570487252226 -0.15458604092190614 -0.092545549307158637 -0.0059133568049933392 -0.0041526513481835135
leaf_weight=536.23667493322864 129.65298052411526 21.296827566227876 105.95809525926597 7.2295906255021682 17.847309070522897 253.03124804131221 42.974368734518066
leaf_count=5127 11380 225 1595 174 218 5780 538
internal_value=0 -0.00520505 -0.0382077 0.00169378 -0.0153381 -0.0116214 -0.0491071
internal_weight=0 984.574 170.229 814.345 278.108 270.879 148.932
internal_count=25037 13657 2358 11299 6172 5998 2133
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=8
num_cat=0
split_feature=3 4 8 5 5 12 7
split_gain=26.0141 7.66156 9.05751 13.4074 8.57606 7.56029 7.31575
threshold=114.50000000000001 13.085937500000002 0.20916748046875003 7.2568655014038099e-05 0.00029146671295166021 61.500000000000007 0.0020608901977539067
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -2 -3
right_child=5 2 -4 4 -6 -7 -8
leaf_value=-0.0050055624742193858 0.091236821643150015 0.10863046271652826 0.07795036943273953 -0.042046945702432677 0.03552872924166868 -0.31081967254856124 0.018086314798542689
leaf_weight=954.60424220142886 34.424203016853426 15.78780118562281 23.010543851414695 46.082185874460265 20.630214215139858 0.47378841217141499 20.52438235306181
leaf_count=8967 8451 105 2019 763 4449 16 175
internal_value=0 -0.00194604 0.021227 0.00855759 -0.0180572 0.0857751 0.0574539
internal_weight=0 1080.64 126.035 103.025 66.7124 34.898 36.3122
internal_count=24945 16478 7511 5492 5212 8467 280
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=8
num_cat=0
split_feature=6 1 0 2 8 1 1
split_gain=8.43051 7.1529 10.6018 9.54035 9.08051 11.0532 14.9911
threshold=0.062591552734375014 28530.000000000004 2.5000000000000004 4041.5000000000005 0.29162597656250006 6778.5000000000009 9889.5000000000018
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=-0.098762077439850798 0.10026715278342274 -0.029802902537188043 -0.01301751268572806 0.01063465469436075 0.1149346373414103 0.095233526288996187 0.0068003440816872306
leaf_weight=8.960284084081648 8.3499535479349998 144.15645674685948 309.45325706416043 379.89930442115292 8.5782286436879058 20.944794610899407 226.07868016930297
leaf_count=95 7764 2127 4509 7061 190 261 3006
internal_value=0 -0.000593218 -0.00514032 1.70897e-05 0.0137325 0.010341 0.0142986
internal_weight=0 1098.07 833.509 689.353 264.562 255.984 247.023
internal_count=25013 17249 13697 11570 3552 3362 3267
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=3 3 1 2 3 13 3
split_gain=26.1392 8.74512 8.63214 13.5602 15.8818 12.9064 10.2646
threshold=112.50000000000001 8.5000000000000018 12200.000000000002 2473.5000000000005 69.500000000000014 43.303458281875997 87.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4
right_child=-2 2 5 4 -6 -7 -8
leaf_value=-0.15282319227839458 0.085066059464492222 -0.043837432939476027 0.0051777629306334868 0.0025238056017688748 0.14471586327058455 -0.056600437472319735 -0.016107952115935523
leaf_weight=3.9398627313785246 33.915905354457209 13.693188302335328 591.45908199169207 15.328133945702577 16.111359082802664 47.085871869523544 367.19969971076353
leaf_count=35 8879 164 8405 169 253 659 6371
internal_value=0 -0.0041236 -0.00356605 0.0392178 0.075392 -0.00548599 -0.00297541
internal_weight=0 1054.82 1050.88 45.1327 31.4395 1005.74 958.659
internal_count=24935 16056 16021 586 422 15435 14776
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=8
num_cat=0
split_feature=6 9 11 2 11 11 1
split_gain=7.80654 8.06277 11.0175 10.8113 10.8861 8.85915 10.4757
threshold=0.062591552734375014 0.0006148815155029298 0.0017523765563964846 3921.5000000000005 0.0037317276000976567 0.0035009384155273442 12200.000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.060412415644272827 0.10025185684493601 -0.10227184286494423 -0.050067084431187729 -0.012218808764664775 0.13038850781867073 -0.050799604069801163 -6.8320890974240129e-05
leaf_weight=29.524392610997893 7.4781543343269723 18.011349576641805 31.632414148771204 14.631459865195213 8.4405402186675911 33.166273440525401 953.94532828393858
leaf_count=305 7796 175 899 700 827 522 13696
internal_value=0 -0.00226778 -0.0344359 -0.0121004 0.0399529 3.3076e-05 0.00174737
internal_weight=0 1089.35 72.7158 54.7044 23.072 1016.64 983.47
internal_count=24920 17124 2601 2426 1527 14523 14001
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=8
num_cat=0
split_feature=3 9 4 9 13 9 3
split_gain=15.6462 10.1164 6.71186 10.5463 7.55207 12.7809 21.9155
threshold=125.50000000000001 4.848837852478028e-05 57.796875000000007 0.00062346458435058605 33.31021122969964 0.00022429227828979495 104.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0047762608591913908 -0.4383314155563387 0.097430407946427822 0.06758970161074089 -0.041988141968237538 -0.044409208951257842 0.002465427186096129 -0.31758870426408509
leaf_weight=868.75367349488079 0.35835780762136238 20.15396357094869 14.449401262012541 59.336349633522332 43.97603121958673 83.639262603071984 3.1464741015806785
leaf_count=10241 19 6379 6008 812 776 751 22
internal_value=0 0.0880627 -0.000103914 -0.00102771 0.00140392 -0.0210011 -0.0626524
internal_weight=0 20.5123 1073.3 1058.85 999.515 130.762 47.1225
internal_count=25008 6398 18610 12602 11790 1549 798
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=8
num_cat=0
split_feature=3 4 8 6 3 12 1
split_gain=16.3875 7.24252 13.5867 14.4845 8.88686 8.80465 15.1987
threshold=114.50000000000001 6.0957031250000009 0.21331787109375003 0.0044460296630859384 8.5000000000000018 1.0000000180025095e-35 55663.000000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.0072652755041449236 0.076744202702408074 0.079440228664604928 0.05773199342624577 -0.28277387468489112 -0.013548243953653775 -0.075217215565505757 0.053407976964360337
leaf_weight=769.97986616101116 26.978916450840188 21.563560301437974 51.698293921275763 1.1573877602349956 158.65356247269665 16.49996362614911 43.114423379127402
leaf_count=7812 8472 121 2195 10 4392 237 1710
internal_value=0 -0.00217538 0.0112147 0.00123547 -0.00645003 -0.00498431 0.000759221
internal_weight=0 1062.67 292.687 240.989 219.425 218.268 201.768
internal_count=24949 16477 8665 6470 6349 6339 6102
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=8
num_cat=0
split_feature=3 10 0 4 5 8 8
split_gain=14.2712 8.22933 9.60255 8.21929 10.9465 11.6169 9.00718
threshold=116.50000000000001 1.5000000000000002 13.500000000000002 13.085937500000002 7.5310468673706068e-05 0.20916748046875003 0.37255859375000006
decision_type=2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 -1
right_child=-2 2 -4 4 5 -7 -8
leaf_value=-0.0027766083229976779 0.077961517757208693 0.053178640118801905 -0.21944117122001081 0.062353197296635993 -0.016898776819213375 0.094787254551602584 -0.057847599596524794
leaf_weight=865.33400776737835 24.255985474650515 39.671316832129378 1.3351651786942955 44.780787955038249 62.782560032763286 10.934749548207035 30.754270793870091
leaf_count=8376 8038 694 14 414 5273 1898 222
internal_value=0 0.000381429 0.0443002 -0.00139365 0.0233573 -0.000331547 -0.0046667
internal_weight=0 1055.59 41.0065 1014.59 118.498 73.7173 896.088
internal_count=24929 16891 708 16183 7585 7171 8598
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=8
num_cat=0
split_feature=3 3 11 1 8 11 9
split_gain=15.4148 19.2071 9.25218 14.6361 9.37461 9.16225 10.5687
threshold=100.50000000000001 97.500000000000014 0.0025949478149414067 46152.500000000007 0.032455444335937507 0.0019674301147460942 0.00031721591949462896
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.0067705465814382228 -0.019613457622362596 -0.043664528868612856 0.087857109029533781 -0.073000651199628619 0.061581561792934274 -0.054821938175199314 -0.0032924384652148714
leaf_weight=634.31487305415794 53.309957593039144 109.24522611580323 23.752350914059207 5.6447870596311978 62.25674967863597 55.717806364875287 139.34250525123207
leaf_count=6247 1343 1553 6486 229 3742 508 4922
internal_value=0 -0.0042497 0.0307871 0.0196035 0.0503931 0.000942029 -0.0180116
internal_weight=0 938.62 144.964 121.211 67.9015 829.375 195.06
internal_count=25030 13230 11800 5314 3971 11677 5430
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=8
num_cat=0
split_feature=4 13 1 9 5 9 13
split_gain=9.11887 11.0295 9.01172 10.4592 8.62955 9.94254 7.06354
threshold=10.230468750000002 47.135444885566116 12200.000000000002 0.00065588951110839855 2.6732683181762699e-05 0.00063872337341308605 35.725161295338189
decision_type=2 2 2 2 2 2 2
left_child=2 4 6 -4 5 -2 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.0038200485068680245 0.10285116931542877 -0.13530099120512487 -0.0031121596952520987 -0.064164205720332379 0.015404026868271806 -0.038225204242279265 0.081660866251872299
leaf_weight=17.327098418958485 24.468813080107797 4.3386279676924451 840.20715783286141 29.029802342294715 136.42453044324066 6.2768944369163355 21.865087522659451
leaf_count=150 247 139 9463 275 14509 58 203
internal_value=0 0.0221047 -0.00303623 -0.00515114 0.0261902 0.0740494 0.0438694
internal_weight=0 171.509 908.429 869.237 167.17 30.7457 39.1922
internal_count=25044 14953 10091 9738 14814 305 353
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=8
num_cat=0
split_feature=3 3 11 13 2 5 11
split_gain=13.0688 13.0228 11.9385 11.5931 10.1385 10.3091 10.5371
threshold=101.50000000000001 95.500000000000014 0.0027894973754882817 5.0345778421023626 2076.5000000000005 4.0739774703979499e-05 0.0025625228881835942
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6
right_child=4 -3 -4 -5 5 -7 -8
leaf_value=-0.019652244561895856 -0.15445206630807651 -0.028043924276561945 -0.035401539046467062 0.012251275695705494 -0.00025826141103522064 0.075606802219489053 0.13545785193785906
leaf_weight=143.64283273025649 2.8476139045960727 185.64526382344775 78.919507928483654 550.06760981288971 61.094221804756671 41.917439645563718 6.3114995767828068
leaf_count=1295 189 2712 3808 5778 1367 9655 122
internal_value=0 -0.00426182 0.00145248 0.00564517 0.0318139 0.0366663 0.01245
internal_weight=0 958.275 772.63 693.71 112.171 109.323 67.4057
internal_count=24926 13593 10881 7073 11333 11144 1489
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=0
split_feature=4 9 9 7 4 1 5
split_gain=8.73298 6.91978 10.0928 8.19159 13.6837 8.47788 11.946
threshold=85.281250000000014 0.00047433376312255865 0.00041687488555908209 0.0093116760253906267 0.12719726562500003 67910.500000000015 2.9951333999633792e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=-0.0043490720680176139 0.10116473291912627 -0.021319240087395257 0.044047508869171512 0.2266208508000411 0.041044768939276832 -0.037061626638101461 0.081454946183157143
leaf_weight=737.39835659606615 8.4470995066221786 143.6750391938258 54.430042493098881 3.2282809112220994 68.703618307918077 41.087613317649812 10.724384594301226
leaf_count=10404 7590 4285 1222 25 814 335 312
internal_value=0 -0.000915843 0.00228594 -0.00035369 0.023455 0.018012 -0.0125298
internal_weight=0 1059.25 915.572 861.142 123.744 120.516 51.812
internal_count=24987 17397 13112 11890 1486 1461 647
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=8
num_cat=0
split_feature=3 4 1 5 4 5 2
split_gain=12.4733 8.8904 12.5139 11.9558 9.88461 8.26197 14.8539
threshold=116.50000000000001 0.88305664062500011 38188.500000000007 1.5527009963989261e-05 0.78588867187500011 9.0152025222778334e-05 3760.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7
right_child=-2 5 -4 4 -6 6 -8
leaf_value=-0.019853534275127756 0.077527652807931571 0.0090310692945897216 -0.036279356845305276 0.059972685535021088 -0.15364096715321118 -0.04736570332565028 0.0084437080829922462
leaf_weight=61.620632713194937 20.01451827652636 591.11048962594941 154.82267767726444 41.043368835467845 2.2865638658404341 81.306612911299453 115.34256668537273
leaf_count=894 8053 4943 2322 413 23 3113 5226
internal_value=0 -0.00216605 -0.0182087 0.00844903 0.0486988 0.0031242 -0.0146313
internal_weight=0 1047.53 259.773 104.951 43.3299 787.76 196.649
internal_count=24987 16934 3652 1330 436 13282 8339
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=3 3 2 7 0 13 13
split_gain=11.2599 12.9129 9.39098 9.71595 7.9222 12.6233 7.46799
threshold=100.50000000000001 96.500000000000014 9269.5000000000018 2.0712614059448246e-05 5.5000000000000009 27.820344987205861 7.8718588859595373
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6
right_child=2 -3 4 -5 6 -7 -8
leaf_value=0.00066779013654536608 0.26269234533671248 -0.03312166914709009 0.07344961091370926 0.034711706947025682 0.043260373518368339 -0.078079813376228199 -0.53354140904679226
leaf_weight=801.86031598900445 1.9007708722929226 131.67073517403333 9.0459995346900595 111.85884395797621 0.36312854380230319 14.014289743543484 0.58719286920677405
leaf_count=11300 60 1973 1272 9886 38 366 44
internal_value=0 -0.00409808 0.0265272 0.0385218 -0.0303014 -0.018638 -0.313202
internal_weight=0 933.531 137.77 113.76 24.0106 23.0603 0.950321
internal_count=24939 13273 11666 9946 1720 1638 82
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=8
num_cat=0
split_feature=4 11 11 13 5 13 4
split_gain=5.82248 6.65913 5.742 9.99332 9.59041 12.7475 12.0913
threshold=85.281250000000014 0.010082244873046877 0.0015883445739746096 3.0454569444911437 0.00012928247451782229 33.31021122969964 2.6162109375000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6
right_child=-2 -3 3 -5 6 -7 -8
leaf_value=0.0058935394870760598 0.087492706393639624 -0.14808740756409208 -0.10728627178668018 -0.0081542651072634958 0.12723844570246903 -0.039769427108552219 0.018619628297754747
leaf_weight=558.6016366162803 7.4308648205042109 3.0826390389120197 10.465802798018556 358.27912807541725 13.25295676384121 68.648870056029409 45.206049943430116
leaf_count=6697 7576 32 483 7738 109 996 1392
internal_value=0 -0.00133411 -0.000905033 -0.010968 0.00450637 0.00089597 0.0432448
internal_weight=0 1057.54 1054.45 368.745 685.71 627.251 58.459
internal_count=25023 17447 17415 8221 9194 7693 1501
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=3 9 9 3 13 3 6
split_gain=10.3403 8.72404 7.6978 10.069 5.35276 5.50323 8.61035
threshold=125.50000000000001 4.848837852478028e-05 6.6012144088745131e-05 30.500000000000004 49.239461418045103 31.500000000000004 0.017890930175781253
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.34299376461454556 -0.36865401302044787 0.10186966951609672 0.036147056404247119 0.040811173771852803 -0.08720898381255307 -0.0033126694258030116 -0.041290350017971267
leaf_weight=1.156607244163754 0.40589430276304383 13.128471401360001 78.013181267306209 23.503203080617823 7.2432558397995299 920.18351290008286 17.597449839464389
leaf_count=22 18 6340 670 460 86 16877 504
internal_value=0 0.0877489 -0.00022009 0.0549893 -0.00155091 -0.000940077 0.0218943
internal_weight=0 13.5344 1047.7 24.6598 1023.04 1015.79 95.6106
internal_count=24977 6358 18619 482 18137 18051 1174
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=8
num_cat=0
split_feature=3 9 1 3 4 10 11
split_gain=9.77948 7.76519 8.34626 9.73139 13.8641 7.00708 6.63191
threshold=125.50000000000001 5.9694051742553718e-05 53027.500000000007 95.500000000000014 0.51831054687500011 5.5000000000000009 0.0005691051483154298
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -4
right_child=5 -3 6 4 -6 -7 -8
leaf_value=0.089159211030179125 0.10157917862665006 -0.0033037256450804305 -0.024572024934028651 0.092846182855496159 0.71950491525728566 -0.29382627801304689 0.18514705744717702
leaf_weight=4.9279673881828812 12.018620394170281 1031.0157849230891 8.9114423922728729 0.75375361437909283 0.66396979335695505 0.46519056319084562 1.8145918652880926
leaf_count=87 6329 18227 157 39 20 32 27
internal_value=0 -0.00219611 0.0646947 0.155596 0.386444 0.0868365 0.0109121
internal_weight=0 1048.09 17.0717 6.34569 1.41772 12.4838 10.726
internal_count=24918 18557 330 146 59 6361 184
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=3 10 5 10 1 3 3
split_gain=7.8895 7.25305 10.9633 7.07692 6.77478 7.68001 5.99165
threshold=114.50000000000001 3.5000000000000004 2.4139881134033207e-06 1.5000000000000002 169799.50000000003 97.500000000000014 87.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 -1
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.002640867522649964 0.082722932999031037 -1.4799129803016191 -0.11379722561116462 0.05111083727290331 -0.19089599384640649 0.085047006697348618 -0.013368515986575609
leaf_weight=634.53481794393156 16.005012939494922 0.062939695082603886 0.81750889413524419 38.981305582768982 2.5603643704671404 1.6637307392957152 370.14145843873848
leaf_count=8920 8254 23 153 651 19 32 6951
internal_value=0 0.0673494 -0.212028 -0.00155307 0.0380755 -0.0822122 -0.00325729
internal_weight=0 16.8855 0.880449 1047.88 43.2054 4.2241 1004.68
internal_count=25003 8430 176 16573 702 51 15871
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=12 9 1 0 2 12 9
split_gain=5.55462 4.95798 6.11603 8.84173 7.23641 6.31679 6.07569
threshold=22.500000000000004 5.9694051742553718e-05 51750.000000000007 2.5000000000000004 9933.5000000000018 1.0000000180025095e-35 0.00013297796249389651
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=0.037237145080106428 0.070624208783291814 -0.019399071518749977 -0.031320590795258785 0.12939843347791646 0.47419110341262372 0.15504426220991427 0.001605911781529526
leaf_weight=4.0393477191682932 10.999078761698909 163.45938978658523 8.8993769092485291 1.4235749158542605 1.0636195486877111 2.2854995414381838 873.99252673384763
leaf_count=92 400 2486 153 34 15 51 21843
internal_value=0 -0.000807947 0.0516541 0.128579 0.276894 0.00676428 -0.0017036
internal_weight=0 1055.16 17.7114 6.52654 2.48719 11.1849 1037.45
internal_count=25074 24674 345 141 49 204 24329
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=8
num_cat=0
split_feature=1 1 3 6 1 11 12
split_gain=7.35437 12.6426 7.00688 10.5943 7.56649 8.88763 7.56273
threshold=9889.5000000000018 8010.0000000000009 105.50000000000001 0.0096931457519531267 16692.500000000004 0.0014977455139160158 22.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 -2
right_child=2 -3 3 -5 5 -7 -8
leaf_value=-0.015776302864389059 -0.0042075313895578569 0.11583885725495169 -0.18916848002789366 0.081404059112118843 -0.034084179931840236 0.11926508178081152 0.090403082998058118
leaf_weight=14.757171405042756 971.00076448041364 14.43906867870828 2.2204896202310946 24.59056663584488 14.631538581976203 5.0952115213731295 8.5226657317252812
leaf_count=185 14156 211 44 9531 506 204 125
internal_value=0 0.0493148 -0.00158305 0.0363291 -0.014175 0.00552555 -0.0033843
internal_weight=0 29.1962 1026.06 46.5378 21.9472 19.7268 979.523
internal_count=24962 396 24566 10285 754 710 14281
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=8
num_cat=0
split_feature=6 11 13 7 13 6 8
split_gain=4.90399 5.30303 10.9415 9.45324 7.71497 11.5315 8.04028
threshold=0.062591552734375014 0.0016217231750488283 3.1283939838551968 0.016181945800781253 33.31021122969964 0.013263702392578127 0.095123291015625014
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 -1
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.022215968941517145 0.10030875302982119 -0.11444336460724323 -0.01294456463570564 0.039381890921813489 -0.041889742674228111 0.068213389170532657 -0.00092972025415988366
leaf_weight=255.91195252889884 4.8845007451091069 9.7597905409493233 308.40358888577612 38.877242536284029 63.468470963416621 11.188984717708079 362.92261184731615
leaf_count=3886 7820 213 6546 1189 972 98 4267
internal_value=0 -0.000119532 -0.0100214 -0.0070867 0.00497841 -0.0253882 0.00864191
internal_weight=0 1050.53 357.041 347.281 693.492 74.6575 618.835
internal_count=24991 17171 7948 7735 9223 1070 8153
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
num_cat=0
split_feature=9 11 0 9 11 6 9
split_gain=5.21267 11.9396 7.08244 6.60602 14.2253 10.8902 9.05523
threshold=0.0006148815155029298 0.0037317276000976567 3.5000000000000004 0.00022429227828979495 0.0011725425720214846 0.021354675292968753 0.00022703409194946292
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -5
right_child=1 -3 -4 6 5 -7 -8
leaf_value=0.005217750310649763 -0.073259233246236219 0.030524164160185538 0.034853153302952307 0.10944645364019408 -0.021353760306218102 -0.10121922359997178 0.0090028357667241276
leaf_weight=332.4517928325804 37.799191487189091 24.761639602453215 7.2159394420741583 9.1357616588356887 107.53662614559289 20.295345419770456 510.29010089732765
leaf_count=4760 1215 7204 945 100 1405 246 9054
internal_value=0 -0.0252491 -0.0559285 0.00303967 -0.00568341 -0.034034 0.0107695
internal_weight=0 69.7768 45.0151 979.71 460.284 127.832 519.426
internal_count=24929 9364 2160 15565 6411 1651 9154
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=1 3 3 11 10 3 1
split_gain=6.31148 9.88517 6.22054 6.07667 5.82697 7.17444 5.80053
threshold=174126.00000000003 72.500000000000014 8.5000000000000018 0.0012383460998535158 1.5000000000000002 123.50000000000001 22353.500000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -4
right_child=1 3 4 -5 -6 -7 -8
leaf_value=-0.12919990464760547 -0.15509056520941367 0.0096135540640385955 0.017159226353479475 -0.15589355493505727 0.039702184757031009 0.090183589470913705 -0.0039264520574883938
leaf_weight=3.637729442678391 6.5332872642902684 16.534896751487398 155.4500774807093 2.5617243300221153 38.992462842950772 8.796048771189815 811.68398503457138
leaf_count=34 58 282 2321 199 1599 5765 14660
internal_value=0 -0.0489171 0.00132709 -0.0125908 0.00179498 0.000280411 -0.000537284
internal_weight=0 25.6299 1018.56 19.0966 1014.92 975.93 967.134
internal_count=24918 539 24379 481 24345 22746 16981
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=4 6 3 7 5 12 9
split_gain=6.05531 9.51155 8.25583 8.24792 8.18556 6.75171 14.4729
threshold=2.0556640625000004 0.0012869834899902346 109.50000000000001 0.00030648708343505865 1.6391277313232424e-06 1.0000000180025095e-35 0.00018268823623657229
decision_type=2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.014785191816253663 0.085111755423984872 -0.033285207579414638 -0.74160988504617187 0.0063019430776387296 0.092933557523444343 0.053799539648039608 -0.033191448531648592
leaf_weight=385.98663477273658 14.797043865546582 58.876529369445052 0.11831528693437476 496.06292394446791 12.193545744565197 45.673596508975606 32.902520411182195
leaf_count=5154 117 749 13 9056 8762 799 327
internal_value=0 0.00596355 0.00389887 0.0021019 0.0848918 -0.00934587 0.0173734
internal_weight=0 582.048 567.251 554.939 12.3119 464.563 78.5761
internal_count=24977 18697 18580 9805 8775 6280 1126
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=8
num_cat=0
split_feature=9 13 13 1 1 4 8
split_gain=5.06929 7.1698 10.4634 9.41639 8.31677 7.09204 6.52926
threshold=0.00054955482482910167 36.507612345530596 37.456268382774219 14246.500000000002 37678.500000000007 1.2446289062500002 0.52026367187500011
decision_type=2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 -1
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.0025177445826116578 -0.056422047417368872 0.33543829469915587 0.093253223833492466 -0.070823483761475944 -0.11707374151900514 0.033761151409887363 -0.15583970870932723
leaf_weight=946.42297452403727 54.044746616593329 1.1165824764175329 7.5707792787434283 6.5008876231659087 3.6263088458217707 22.190373687604733 2.6104976930510011
leaf_count=14519 3181 29 253 238 40 6571 27
internal_value=0 -0.0221407 0.040837 0.0174522 -0.0341182 0.0125728 0.00208209
internal_weight=0 95.0497 15.1882 14.0717 79.8614 25.8167 949.033
internal_count=24858 10312 520 491 9792 6611 14546
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=0
split_feature=4 1 11 2 9 4 12
split_gain=6.34487 5.79923 9.57002 10.248 9.22199 8.89113 15.9408
threshold=85.281250000000014 28530.000000000004 0.0019021034240722658 2473.5000000000005 0.00026214122772216802 4.3300781250000009 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -7
right_child=-2 2 4 5 -6 6 -8
leaf_value=0.01209774898440235 0.10095340339843169 0.035558447915645684 -0.089633576936438794 -0.012803098571958382 -0.018101783786009764 0.024855814328807773 -0.068402767869453804
leaf_weight=255.084127236325 6.139503989070362 70.333767563817673 22.009225643414538 416.05228897370398 99.50612557571003 156.5662087303499 20.758549758800655
leaf_count=3206 7567 882 298 5597 4173 2890 342
internal_value=0 -0.00100188 -0.00525736 -0.000533611 -0.0310581 -0.00481168 0.0139383
internal_weight=0 1040.31 785.226 663.711 121.515 593.377 177.325
internal_count=24955 17388 14182 9711 4471 8829 3232
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=7 12 7 9 4 1 5
split_gain=6.34958 10.139 8.05417 7.10482 8.11771 6.81543 6.40867
threshold=0.00040352344512939459 1.0000000180025095e-35 0.00048780441284179693 0.0005118846893310548 85.281250000000014 81479.000000000015 1.6421079635620121e-05
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 -7
right_child=2 5 3 4 -6 6 -8
leaf_value=-0.026376814601591331 0.056303517938788475 0.071901593316173726 0.0042418945426678989 -0.02951378122723863 0.10090325698961444 -0.3265226629251694 0.030816846448305676
leaf_weight=160.80000589186966 26.892895353179483 16.884556185505065 726.21513944845356 101.69389374981984 5.0073703933376228 0.87237295287195538 1.1809373967626013
leaf_count=2955 533 373 10553 3331 7134 22 27
internal_value=0 -0.018226 0.00244081 0.000701684 -0.0233931 0.0509809 -0.121032
internal_weight=0 179.738 859.809 832.916 106.701 18.9379 2.05331
internal_count=24928 3377 21551 21018 10465 422 49
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=4 7 3 13 13 11 7
split_gain=6.02536 7.76915 5.36131 4.79487 5.1358 5.03036 11.8684
threshold=0.88305664062500011 0.035140991210937507 13.500000000000002 43.303458281875997 43.960847658686447 0.0087318420410156267 0.00016528367996215823
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.13148974777981631 0.008489815465114155 0.13476301105468033 -0.011707086398677707 -0.14729829320774543 -0.016812041067494995 -1.4180499382792775 -0.10247237262683812
leaf_weight=3.7935237251222125 743.9872799251898 3.5836649294942609 247.75791647605365 3.2892876431287723 36.308041622010933 0.070654526258294381 1.9982915110158499
leaf_count=36 19582 32 3951 66 556 19 778
internal_value=0 -0.0114308 -0.0135137 0.00625697 -0.0276527 0.00805676 -0.147642
internal_weight=0 255.135 251.551 785.654 39.5973 746.056 2.06895
internal_count=25020 4019 3987 21001 622 20379 797
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=1
split_feature=3 3 3 0 14 3 4
split_gain=4.70936 5.47635 11.692 12.5673 4.49653 4.10807 4.05707
threshold=125.50000000000001 213.50000000000003 216.50000000000003 7.5000000000000009 0 8.5000000000000018 8.0273437500000018
decision_type=2 2 2 2 1 2 2
left_child=4 -2 3 -3 5 -1 -6
right_child=1 2 -4 -5 6 -7 -8
leaf_value=-0.10394864582158364 0.10105533897566431 0.09882782672600493 -0.055456930170263111 -2.6966719339895029 0.010226302513198601 -0.0027270067187283795 0.064364102976738835
leaf_weight=4.0267679577227673 7.8808752407421689 0.029194998111051862 1.0353020142865714 0.035364787756407168 98.554244762926828 916.70621994486282 16.104078602176742
leaf_count=37 6022 46 295 4 1084 16275 1205
internal_value=0 0.0718821 -0.137114 -1.43892 -0.0008442 -0.00316974 0.0178303
internal_weight=0 8.98074 1.09986 0.0645598 1035.39 920.733 114.658
internal_count=24968 6367 345 50 18601 16312 2289
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=6 12 8 8 4 8 7
split_gain=4.25075 6.53987 5.11459 8.31094 4.63744 4.33703 7.51042
threshold=0.039596557617187507 12.500000000000002 0.018196105957031253 0.011642456054687502 1.5063476562500002 0.42419433593750006 0.045608520507812507
decision_type=2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-0.0014368060260619457 0.1361080006616828 -0.23902128688263266 -0.43827947320231975 -0.32311551212404177 0.072646260431701221 -0.046822150517288968 0.13069908189734786
leaf_weight=991.77038065066154 0.71070700071869086 0.79208515700520266 0.1789593441644709 0.88381338614999549 19.099033483020321 20.96525620308239 4.3199001350440076
leaf_count=13471 72 61 6 81 11042 226 55
internal_value=0 0.0429531 0.0536579 -0.118444 0.0678949 -0.00181109 -0.0008637
internal_weight=0 21.6646 20.8725 1.59452 19.278 1017.06 996.09
internal_count=25014 11262 11201 153 11048 13752 13526
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=11 7 13 9 13 2 2
split_gain=4.71055 4.08843 6.47696 8.25504 3.99376 9.68566 7.52629
threshold=0.012813568115234377 0.045608520507812507 6.5686794838955747 0.00091147422790527355 45.52628379793628 5984.5000000000009 3661.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.001703498678826772 -0.14671566323143151 -0.12018693639231447 0.17220332150824424 -0.041018054074695685 -0.085518866073203026 -0.060168406134452013 0.11345916961184802
leaf_weight=993.00021899460626 2.1601581207432892 1.5743531647021871 5.4587903032952436 2.7204527720350598 2.6533153922646289 28.654833913489711 6.7014732410680153
leaf_count=24116 105 28 68 91 34 441 134
internal_value=0 0.00109544 0.0655336 0.101286 0.000485813 -0.0313258 0.0570211
internal_weight=0 1040.76 9.7536 8.17924 1031.01 38.0096 9.35479
internal_count=25017 24912 187 159 24725 609 168
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=3 3 0 5 12 2 13
split_gain=7.1856 9.84055 6.77215 9.97688 6.39113 6.16911 9.8415
threshold=100.50000000000001 97.500000000000014 5.5000000000000009 1.8745660781860355e-05 6.5000000000000009 2281.5000000000005 4.1921165979418786
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 -2
right_child=5 2 3 -5 -6 -7 -8
leaf_value=0.00049648183451538128 0.063892037526891723 -0.050637144625202524 -0.068841024548293675 0.066876661065311954 0.13437980863963125 0.029083738009871535 -0.12451842098851391
leaf_weight=810.9853727989539 4.6780953514607955 77.669619702675845 8.7251621689647454 14.282592162431682 1.9126797271892417 115.9052174141143 6.8044400326398318
leaf_count=11664 431 1317 93 155 15 11117 224
internal_value=0 -0.00319485 -0.0323752 0.0154084 -0.0461898 0.0221572 -0.0477582
internal_weight=0 913.575 102.59 23.0078 79.5823 127.388 11.4825
internal_count=25016 13244 1580 248 1332 11772 655
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=5 1 3 5 9 12 3
split_gain=5.57053 5.12873 7.72811 6.65139 6.41096 5.47453 5.37372
threshold=2.6822090148925787e-07 174126.00000000003 70.500000000000014 1.1891126632690431e-05 0.0002061724662780762 22.500000000000004 264.50000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 -2 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.048355215823176534 0.0017293969130559427 -0.0064170779870572894 0.028015675280311975 -0.22643535480200547 -0.090214618930167981 0.11114252170902945 -0.23097947059014398
leaf_weight=23.181141268578358 983.1997710861433 2.2019043825566795 13.142529296237628 3.6544075584388338 7.0442488565386148 6.870178729244798 0.49163935007527459
leaf_count=342 23784 26 224 25 269 342 3
internal_value=0 0.00122101 -0.0425837 -0.143717 -0.0132419 0.0023727 0.088284
internal_weight=0 1016.6 26.0431 5.85631 20.1868 990.562 7.36182
internal_count=25015 24673 544 51 493 24129 345
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=8
num_cat=0
split_feature=11 4 13 2 13 7 2
split_gain=5.37523 6.44875 5.7659 5.56666 5.99939 5.88576 5.53545
threshold=0.0016751289367675783 43.203125000000007 3.0454569444911437 16944.500000000004 43.303458281875997 0.0017571449279785158 7333.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 -1
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.01083991886249973 -0.10166761021768851 0.047965960936677092 -0.029785816116018368 0.21871912740302313 -0.055643759131083749 -0.0013776968424852713 -0.0083672312278447736
leaf_weight=489.94899720233661 7.3051889213820678 17.827594270147529 124.95978010489489 2.118836073816055 1.2771755342837421 175.16723833129799 216.28318943421618
leaf_count=6324 178 10544 1633 39 18 2826 3384
internal_value=0 -0.0105233 -0.013878 -0.011765 0.11554 -0.0132056 0.00495773
internal_weight=0 328.656 310.828 303.523 3.39601 300.127 706.232
internal_count=24946 15238 4694 4516 57 4459 9708
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=8
num_cat=0
split_feature=3 12 12 9 9 12 8
split_gain=4.32594 4.48139 6.3467 12.4115 4.45306 15.9192 10.971
threshold=125.50000000000001 22.500000000000004 19.500000000000004 0.00014525651931762698 0.00013297796249389651 1.0000000180025095e-35 0.12448120117187501
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=-0.031754886560821149 0.071774046772729416 0.074517642966955525 0.080554809357039861 -0.23101195412340569 0.0016463842162004326 0.076428720508233641 -0.051961921946367756
leaf_weight=134.67554171825759 8.1539108838842349 7.725679841314558 2.0880615451605982 3.2969521532650106 835.78149350118474 26.21255704772193 8.9200069743674231
leaf_count=2187 6374 207 33 36 15659 385 59
internal_value=0 -0.00135315 -0.00193297 -0.110202 -0.00135313 -0.0161165 0.0438306
internal_weight=0 1018.7 1010.97 5.38501 1005.59 169.808 35.1326
internal_count=24940 18566 18359 69 18290 2631 444
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=8
num_cat=0
split_feature=3 3 3 8 6 8 6
split_gain=5.64038 3.89625 3.73356 3.68713 8.97202 8.80033 10.7015
threshold=8.5000000000000018 125.50000000000001 213.50000000000003 0.37255859375000006 0.020942687988281253 0.28796386718750006 0.0058460235595703134
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=-0.12029622827660452 -0.0024339175799930031 0.10086000395438238 -0.084568888550773824 -0.054234370181356788 0.097058979280743946 -0.046487793367005328 0.063063470236028263
leaf_weight=3.9617150011472395 929.0316204125993 6.4729415444780889 1.3043847554436068 29.094808997004293 4.5295964317338067 11.357535486808045 41.488008981010353
leaf_count=38 16990 6047 349 248 332 78 924
internal_value=0 -0.000751035 0.0697575 -0.00129106 -0.0338524 -0.000175979 0.0395185
internal_weight=0 1023.28 7.77733 1015.5 33.6244 981.877 52.8455
internal_count=25006 24968 6396 18572 580 17992 1002
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=8
num_cat=0
split_feature=4 9 7 11 9 13 1
split_gain=4.2217 7.09772 8.1041 5.6885 7.23174 6.8168 6.73199
threshold=35.703125000000007 0.00091147422790527355 0.045608520507812507 0.0033540725708007817 0.00064682960510253917 11.741312375419108 30187.000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 -1
right_child=-2 -3 -4 5 -6 -7 -8
leaf_value=0.018835080770975732 0.042446173172861611 -0.070563306832129399 0.10909585505035176 -0.08581836734052932 -0.057799375156464577 -0.0051867734435126142 -0.0014820637124278039
leaf_weight=212.2843482504104 24.004336664875154 14.050569303872178 6.8886638550902708 16.407318133416993 19.83863551003742 29.047542779313517 703.70053071993607
leaf_count=2219 11348 177 65 209 245 372 10314
internal_value=0 1.00867e-05 0.00101359 0.000254795 0.00193282 -0.034292 0.00322654
internal_weight=0 1002.22 988.167 981.278 935.824 45.4549 915.985
internal_count=24949 13601 13424 13359 12778 581 12533
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=8
num_cat=0
split_feature=3 3 11 1 5 4 12
split_gain=3.95231 9.93739 7.52843 11.4495 12.2828 11.4435 10.1367
threshold=101.50000000000001 97.500000000000014 0.0025625228881835942 42537.500000000007 5.4687261581420905e-05 0.61791992187500011 10.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -5
right_child=2 -3 -4 6 -6 -7 -8
leaf_value=0.0014382958700351084 0.046930194265487973 -0.028845704513103254 0.08813054294508664 0.052323104857392479 0.085465714634125931 -0.11235843663013007 -0.085402014864094655
leaf_weight=804.04155835404526 5.9826172122848282 125.23011778460932 13.431537526528698 45.392962482233997 6.1091251475299932 18.321247432206292 6.056784552660246
leaf_count=11702 78 1938 6382 3374 611 278 596
internal_value=0 -0.00264283 0.0187412 0.00735586 -0.041286 -0.0731478 0.0361092
internal_weight=0 929.272 95.2943 81.8627 30.413 24.3039 51.4497
internal_count=24959 13640 11319 4937 967 356 3970
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=8
num_cat=0
split_feature=1 3 3 1 1 12 1
split_gain=4.08043 21.0939 11.9248 23.3261 18.9407 12.2439 11.5341
threshold=28530.000000000004 68.500000000000014 86.500000000000014 46152.500000000007 68691.500000000015 2.5000000000000004 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 -4 -3
right_child=2 6 3 -5 -6 -7 -8
leaf_value=-0.0071291188213050312 0.023325251829606153 -0.083694710617092771 -0.056257214991357135 0.0044705401930679725 -0.021021714849531033 0.093954889303604072 0.066296314993072425
leaf_weight=172.28918854275253 290.15959678421495 5.5186641046311697 124.10044509575891 205.36130845854132 144.15739203421981 5.6741637961822553 72.158043279643607
leaf_count=2237 4931 70 3586 10170 1598 141 2276
internal_value=0 0.0123762 -0.00232986 -0.0165017 0.0086057 -0.0496892 0.0556396
internal_weight=0 249.966 769.453 335.136 434.317 129.775 77.6767
internal_count=25009 4583 20426 13897 6529 3727 2346
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=8
num_cat=0
split_feature=6 11 11 12 6 12 7
split_gain=3.197 3.70981 2.73053 12.6642 11.7772 9.85756 9.45461
threshold=0.062591552734375014 0.010082244873046877 0.0011467933654785158 8.5000000000000018 0.026573181152343753 1.0000000180025095e-35 0.0015521049499511721
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=0.0012127841996485797 0.10029823245974852 -0.14154909510497535 -0.0032600329874158673 0.062247217667996818 0.097978422240829088 -0.061090799775686683 -0.17958634923241446
leaf_weight=423.22237646597205 3.1369777699292163 1.8689593769522606 558.85909702632125 2.1121601174527296 21.933654933251095 4.736905437137465 6.8878768597933231
leaf_count=5634 7813 40 10740 88 468 91 128
internal_value=0 -0.000803339 -0.000544824 -0.00515521 0.00527444 0.0697258 -0.122831
internal_weight=0 1019.62 1017.75 567.859 449.893 26.6706 9.00004
internal_count=25002 17189 17149 10956 6193 559 216
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=8
num_cat=0
split_feature=11 7 11 2 6 2 7
split_gain=3.55165 4.50909 3.48201 17.5226 10.3524 7.59796 5.16607
threshold=0.012813568115234377 0.045608520507812507 0.0085411071777343767 3374.5000000000005 0.0090141296386718767 3346.5000000000005 0.00016528367996215823
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5
right_child=-2 -3 3 6 5 -7 -8
leaf_value=-0.00057247789808095222 -0.13692619323892991 0.070304010861703653 0.97134329131213049 -0.74512767285242409 0.10593340552902736 1.1531808661430765 -0.048772255995260166
leaf_weight=1001.1204293504379 1.8881335478763492 9.1281136319485068 0.27678189799189512 0.11694125497888297 0.55098491164244479 0.078899868898588466 1.1617629289285103
leaf_count=23796 111 183 5 16 197 4 656
internal_value=0 0.000339355 -0.000297207 0.125782 0.46197 0.237706 -0.112652
internal_weight=0 1012.43 1003.31 2.18537 0.906667 0.629885 1.2787
internal_count=24968 24857 24674 878 206 201 672
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=8
num_cat=0
split_feature=3 3 13 1 1 1 3
split_gain=5.02028 7.60956 7.1065 6.8 13.6458 9.41544 11.0681
threshold=100.50000000000001 97.500000000000014 4.3190476712688817 29557.500000000004 42131.000000000007 16692.500000000004 106.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2
right_child=3 2 -4 4 -6 -7 -8
leaf_value=0.001778568157764867 0.061532206781259674 0.027428165267735827 -0.041709645244105392 -0.053108046146898472 0.031664358371788957 0.1368793905274415 -0.15122924188384723
leaf_weight=802.50285393904778 10.565362198060031 18.474626250506844 76.128305501420982 26.214753969066805 68.882199379999292 10.857902352989184 3.180850214612291
leaf_count=11711 168 205 1336 1524 8395 1254 402
internal_value=0 -0.00138361 -0.0282079 0.0204191 0.00829554 0.0672769 0.0122966
internal_weight=0 897.106 94.6029 119.701 95.097 24.6041 13.7462
internal_count=24995 13252 1541 11743 9919 1824 570
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=8
num_cat=0
split_feature=3 12 3 3 3 1 1
split_gain=4.44844 3.76712 4.29763 3.76512 3.62798 9.07363 9.70917
threshold=8.5000000000000018 22.500000000000004 125.50000000000001 264.50000000000006 31.500000000000004 11608.500000000002 6778.5000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 -6
right_child=1 3 -4 -5 5 -7 -8
leaf_value=-0.11066621307732571 0.019370288515087083 0.085979912101619621 0.086225366646122736 -0.19673513178934077 -0.043193259648919874 -0.0026851751002178225 0.10669508637074376
leaf_weight=3.522906342521309 95.466790979407961 7.8116953708631609 5.9285032213429067 0.50094677484594274 6.0621983769815442 879.87484685263735 15.049496377258036
leaf_count=38 1150 384 6208 3 73 16870 265
internal_value=0 0.0018945 0.00133852 0.0689342 0.000833443 -0.00113069 0.0636546
internal_weight=0 1010.69 1002.38 8.31264 996.453 900.987 21.1117
internal_count=24991 24953 24566 387 18358 17208 338
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=8
num_cat=0
split_feature=11 11 5 5 4 11 7
split_gain=4.13866 7.16063 8.17219 7.109 3.46792 3.62236 8.75097
threshold=0.0087318420410156267 0.0075321197509765634 4.7385692596435555e-06 1.3381242752075197e-05 85.281250000000014 0.0016217231750488283 0.0072116851806640634
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=0.0048722239056527587 0.59695424449920753 0.78678084590608466 0.12230418821229341 -0.12941891018902826 0.10107205272614886 -0.01772049568340334 0.018557820346260499
leaf_weight=668.50376803682593 0.13948929274920319 0.22130057960748573 1.123192844495861 3.6889251590591812 3.447903756516097 244.55664652636915 91.318532248362317
leaf_count=9368 2 2 755 859 6025 5235 2678
internal_value=0 0.00126684 0.231861 -0.102898 0.000959131 0.000615415 -0.00785704
internal_weight=0 1009.17 1.34449 3.82841 1007.83 1004.38 335.875
internal_count=24924 24063 757 861 23306 17281 7913
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=8
num_cat=0
split_feature=9 11 2 2 8 9 11
split_gain=4.38026 8.00911 8.96556 6.86784 5.5903 5.52749 12.1775
threshold=0.00047433376312255865 0.0012249946594238283 15351.500000000002 25670.000000000004 0.52026367187500011 0.00022429227828979495 0.0011725425720214846
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.006500530946301865 -0.069949374355502789 -0.0096860759839778321 0.20847952635361142 -0.23503887143971569 -0.17375347016063444 0.012035635273495899 -0.030441796649435346
leaf_weight=316.21630864133476 22.597060511325253 116.46292995829572 2.9580793380100654 0.39554101953035559 1.7737728178035457 427.7255142097456 124.3066415346766
leaf_count=4730 226 11232 403 39 20 6669 1667
internal_value=0 -0.0153428 -0.00504395 0.156148 0.00357592 0.00393827 -0.00392385
internal_weight=0 142.414 119.817 3.35362 870.022 868.248 440.523
internal_count=24986 11900 11674 442 13086 13066 6397
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=8
num_cat=0
split_feature=6 0 12 11 6 4 8
split_gain=4.61787 4.11755 4.98266 3.88747 6.08654 6.06563 6.36468
threshold=0.041030883789062507 13.500000000000002 21.500000000000004 0.0029554367065429692 0.018501281738281253 16.304687500000004 0.054244995117187507
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=4.2459822476633974e-05 0.05339607314100088 -0.055866215440244796 0.076654183558244604 -0.0019555086353884011 -0.059406598401439248 0.097537553616721701 0.015540485805890509
leaf_weight=845.25622564606601 16.506970104716856 12.988401989103293 8.5854514784296025 57.670044093334582 27.108626351291605 12.475750091631197 39.240604097336472
leaf_count=9749 11049 126 402 653 1002 266 1847
internal_value=0 7.1642e-05 0.000805299 0.000141965 -0.0203262 0.00207655 0.0353216
internal_weight=0 1003.33 990.337 981.751 84.7787 896.973 51.7164
internal_count=25094 14045 13919 13517 1655 11862 2113
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=8
num_cat=0
split_feature=4 5 13 7 7 13 13
split_gain=3.98754 7.97746 6.15085 6.4403 5.91218 4.90405 4.68427
threshold=0.36413574218750006 1.6421079635620121e-05 25.123927921535525 0.0038309097290039067 0.023674011230468753 28.636049542237238 40.025313307632061
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 -7
right_child=-2 2 5 -5 -6 6 -8
leaf_value=-0.04120262502905836 0.0025827628765973266 0.023213616271104475 0.2222477982512889 -0.083625302548441652 0.079430728982873483 -0.0108618298757516 0.11362864328249499
leaf_weight=76.944711217482109 884.58962658311975 18.928000994026664 1.9034440504619841 8.0378516437485796 4.288792358711361 6.2250774711719696 5.8745551977772266
leaf_count=1597 22746 275 26 75 38 87 77
internal_value=0 -0.0166885 0.0192889 -0.00863294 -0.0348333 0.0730575 0.0495814
internal_weight=0 122.202 40.9689 26.9659 81.2335 14.0031 12.0996
internal_count=24921 2175 540 350 1635 190 164
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=8
num_cat=0
split_feature=13 2 7 4 4 0 2
split_gain=5.48969 13.2146 7.93558 4.86116 6.47533 6.7853 6.17806
threshold=45.52628379793628 5984.5000000000009 0.0026292800903320317 2.0556640625000004 1.9062500000000002 4.5000000000000009 2013.5000000000002
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=0.21973829757680075 -0.016629742742326412 -0.071067949161021438 0.16529720176812673 0.0087164935717559382 -0.060694574584133125 -0.021570098228430801 0.0049177220717102404
leaf_weight=1.344793464988469 5.3963136444654065 28.17939832288539 4.3142229335680895 541.40560178930355 20.254015649436042 131.30462468822952 281.31727305374807
leaf_count=19 89 464 91 18333 210 1600 4196
internal_value=0 -0.0364007 0.0641999 0.00239497 -0.00548698 -0.0027858 0.00594005
internal_weight=0 37.8899 9.71054 975.626 434.221 413.967 282.662
internal_count=25002 644 180 24358 6025 5815 4215
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=8
num_cat=0
split_feature=11 5 4 1 12 3 1
split_gain=3.99059 5.09988 10.7386 9.94426 9.82827 6.48612 10.8905
threshold=0.0015883445739746096 7.0035457611083993e-06 5.7949218750000009 15568.000000000002 7.5000000000000009 45.500000000000007 40496.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7
right_child=-2 5 -4 4 -6 6 -8
leaf_value=0.13670801657651627 -0.010176285640444382 0.036382040956452831 0.085385802731660118 -0.033628806657793095 0.055157254885753827 -0.023955773803266103 0.012639474026717357
leaf_weight=3.9254664267064063 358.66494953266192 68.768714305944741 10.328716038027776 123.94884782261215 13.861725653288884 109.21100477623986 318.41881749239474
leaf_count=48 15763 581 77 1858 316 1225 5076
internal_value=0 0.0029691 -0.0130537 -0.0202275 -0.0246981 0.00787747 0.00329351
internal_weight=0 648.463 152.065 141.736 137.811 496.399 427.63
internal_count=24944 9181 2299 2222 2174 6882 6301
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=8
num_cat=0
split_feature=4 5 6 4 1 11 4
split_gain=3.40238 4.9559 5.12671 3.78909 3.66634 7.75072 7.21696
threshold=33.078125000000007 0.00016725063323974612 0.021781921386718753 50.390625000000007 23991.000000000004 0.0016217231750488283 30.781250000000004
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.01171850545361291 0.097081315341783367 -0.2929834622716459 0.02333962317553874 -0.00015000859972919247 0.0013692653846554795 -0.019808088800605049 -0.24503802855185619
leaf_weight=177.18461016766378 8.6892253332043783 0.95111984499089774 14.005181917365915 0.82505895552458242 614.16131967997353 194.99475734589942 1.4327652604042658
leaf_count=1807 399 22 11198 29 8615 2781 145
internal_value=0 0.0364344 0.00304041 -0.156989 -0.0013124 -0.0041608 -0.0214514
internal_weight=0 24.4706 15.7814 1.77618 987.773 810.589 196.428
internal_count=24996 11648 11249 51 13348 11541 2926
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=8
num_cat=0
split_feature=3 3 5 5 7 5 5
split_gain=3.23036 6.15411 6.65054 11.6092 9.84452 5.87697 5.47169
threshold=21.500000000000004 28.500000000000004 7.0035457611083993e-06 0.00011500716209411622 0.0020265579223632817 2.4139881134033207e-06 0.00033533573150634771
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=0.053688398227084461 -0.024367001433776951 0.0010690300982615971 0.10802303627284587 0.110747015137342 -0.17245545611893262 -0.04185036847637244 0.11204403898015847
leaf_weight=7.8225160147994748 10.87500513345003 925.08394586915438 19.987081745173786 2.8369705370860165 3.9858667333610356 36.38680136561743 0.81379493689746585
leaf_count=65 118 24037 164 56 44 407 102
internal_value=0 0.00269935 0.0418739 0.0679519 -0.0369243 -0.0249451 -0.124212
internal_weight=0 963.583 38.4987 27.6237 7.63663 44.2093 4.79966
internal_count=24993 24521 484 366 202 472 146
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=8
num_cat=0
split_feature=2 3 11 8 2 6 8
split_gain=4.03372 8.9045 6.18615 8.2512 8.20376 9.78696 4.60238
threshold=17484.000000000004 78.500000000000014 0.00087475776672363292 0.038040161132812507 21412.500000000004 0.0042324066162109384 0.11965942382812501
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -5
right_child=1 -3 3 6 -6 -7 -8
leaf_value=-0.0018853556794398156 -0.028346123658545552 -0.01596918697090249 0.38259392063970066 0.0044115785900712915 -0.087432601637831564 0.3564136954818633 0.20325868437018993
leaf_weight=983.51439243031291 1.3897230755537768 13.82533172701187 1.4284246070892548 2.2364483694545925 2.9651875719428062 1.2604592479765413 2.4270476806268562
leaf_count=24164 31 608 26 46 28 14 36
internal_value=0 0.0383741 0.102548 0.172335 0.026831 0.154672 0.107907
internal_weight=0 25.5326 11.7073 6.09192 5.61537 2.65018 4.6635
internal_count=24953 789 181 108 73 45 82
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=8
num_cat=0
split_feature=3 8 7 6 1 1 3
split_gain=2.90908 7.61276 10.9081 8.66188 8.07106 7.34594 6.40986
threshold=100.50000000000001 0.080841064453125014 0.0013594627380371096 0.0028743743896484379 41685.500000000007 31429.000000000004 96.500000000000014
decision_type=2 2 2 2 2 2 2
left_child=6 2 3 5 -4 -2 -1
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=0.00090610882070907967 0.29478436272866748 0.034225390927424958 -0.21317364555050064 -0.011267636278954355 0.0097708974270870955 -0.0029931714225133136 -0.023907304354921985
leaf_weight=773.31593467573111 1.792599365813657 73.365069705659153 4.475995069002237 36.222557440391029 2.5480689798805543 1.5399469423573462 120.30083762138383
leaf_count=11270 35 9116 197 2127 163 81 1972
internal_value=0 0.0141515 -0.0174661 0.00292679 -0.132301 0.157197 -0.00243434
internal_weight=0 119.944 46.5792 39.5551 7.02406 3.33255 893.617
internal_count=24961 11719 2603 2243 360 116 13242
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=8
num_cat=0
split_feature=13 1 8 8 1 4 9
split_gain=3.83078 4.29978 3.56222 4.28947 11.482 5.56057 4.7242
threshold=49.239461418045103 12200.000000000002 0.37255859375000006 0.30749511718750006 51076.500000000007 6.0957031250000009 0.00054955482482910167
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.002043412937054654 0.066553169681879326 -0.11955108669154065 -0.031509389008374571 0.11650950370262601 -0.024668517216754667 0.12036746276980873 -0.024755837666246162
leaf_weight=861.16623402536061 1.631486427024355 5.1897656014698441 34.310527988662216 11.686738255950329 19.822924092411998 3.0498026247551016 71.217854906204593
leaf_count=13734 29 73 805 372 168 454 9387
internal_value=0 -0.0750374 0.000155126 0.00127871 0.0358737 -0.00532792 -3.58554e-06
internal_weight=0 6.82125 1001.25 966.944 34.5595 22.8727 932.384
internal_count=25022 102 24920 24115 994 622 23121
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=8
num_cat=0
split_feature=4 1 12 12 13 13 12
split_gain=3.84625 10.6713 23.0805 9.34444 5.78699 7.09394 6.41741
threshold=6.0957031250000009 46418.000000000007 1.5000000000000002 2.5000000000000004 8.3983382621526772 16.215140761585225 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.002950048637632843 -0.05142347561685208 0.056236827283143581 -0.2088319282078489 -0.02550647337813752 0.032853177456801136 -0.0097139357277122116 -0.25903902071001128
leaf_weight=739.60756035312079 22.177276775390055 84.246389741369057 4.3523045213969436 7.6978016355424188 53.011747928172554 100.5486254952084 1.0427016666653788
leaf_count=9032 821 8715 104 287 2706 3374 17
internal_value=0 0.0109371 0.0377212 -0.0917253 -0.00365289 0.00319971 -0.0122739
internal_weight=0 273.077 96.2965 12.0501 176.78 154.603 101.591
internal_count=25056 16024 9106 391 6918 6097 3391
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=8
num_cat=0
split_feature=9 1 11 8 12 12 1
split_gain=3.45594 5.80004 10.2007 4.15227 3.42876 4.32372 11.3379
threshold=7.3224306106567396e-05 30804.500000000004 0.00060391426086425792 0.0071239471435546884 22.500000000000004 15.500000000000002 92109.500000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7
right_child=3 -3 -4 4 -6 6 -8
leaf_value=-0.017471253968323816 -0.04389306344011791 0.018646631845156702 0.37338131781948092 -0.00027919965828676266 0.076112077450432469 0.073703532004228786 -0.12088437133952255
leaf_weight=1.3779145526932546 22.711119297497135 32.249440778570715 1.2951143129612317 930.48914382539078 5.786650724036007 4.4542876445484572 9.1340560599746805
leaf_count=29 403 725 30 23214 321 164 87
internal_value=0 0.0303806 0.171925 -0.00163699 -0.000626628 -0.00109703 -0.0570974
internal_weight=0 34.9225 2.67303 972.575 949.864 944.077 13.5883
internal_count=24973 784 59 24189 23786 23465 251
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=8
num_cat=0
split_feature=10 3 11 8 12 11 1
split_gain=3.89282 4.75197 5.48443 3.9567 3.396 3.45266 12.3325
threshold=1.5000000000000002 56.500000000000007 0.00079751014709472667 0.15631103515625003 22.500000000000004 0.00048744678497314459 27558.000000000004
decision_type=2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.23534714814921706 -0.17732262169767782 0.045662620426730728 0.14547139392537528 -0.075000127723154328 0.086456827516275203 0.00015918976099970974 -0.034770025666389488
leaf_weight=1.7468249545199785 2.1927330493926993 33.230523018803069 1.5148640988336413 1.7585850702016612 4.4294151447993491 903.95277548163358 51.846144025388639
leaf_count=26 19 1662 28 21 173 22385 718
internal_value=0 0.0314499 -0.0549496 0.0270316 -0.000898787 -0.00130291 -0.0259641
internal_weight=0 38.6967 5.46618 3.27345 961.975 957.546 53.593
internal_count=25032 1730 68 49 23302 23129 744
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=8
num_cat=1
split_feature=14 4 9 1 2 11 1
split_gain=5.46302 5.40436 5.48919 7.78581 12.4918 10.6549 8.51659
threshold=0 36.859375000000007 6.6012144088745131e-05 55926.000000000007 11414.500000000002 0.0005137920379638673 42748.500000000007
decision_type=1 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.13476978140282359 0.020699263113361118 0.049427853410822814 -0.0053525295673611875 -0.0060665481548571277 -0.029283014703239879 0.065334402736922259 0.48893318748405962
leaf_weight=1.1343178609386106 109.71900209344312 19.272985959940343 850.34097419376485 11.99778420163784 3.5162954833358526 2.5635389195522293 1.6926018167287109
leaf_count=24 3945 9477 11169 203 93 60 22
internal_value=0 -0.00294931 -0.00410798 0.046516 0.117345 0.212989 0.34686
internal_weight=0 890.518 871.246 20.9045 8.90675 5.39046 2.82692
internal_count=24993 21048 11571 402 199 106 46
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=8
num_cat=0
split_feature=8 12 3 9 11 3 3
split_gain=3.52557 8.37764 4.39343 7.93594 4.33594 4.82399 4.76386
threshold=0.013526916503906252 1.0000000180025095e-35 102.50000000000001 0.00015980005264282229 0.0012888908386230471 88.500000000000014 60.500000000000007
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=-0.028623484513470354 0.00080339829956125415 0.13798506579444467 -0.24346254958867453 0.13963003985931066 -0.073726298194663697 -0.090400061786762589 0.094427614832992168
leaf_weight=7.3851308915764111 947.29072694340539 2.9035899158043312 0.66265687812119667 2.9319486736276303 24.309493056556676 5.1914575607515863 5.4808246176689863
leaf_count=125 23972 86 5 103 362 184 94
internal_value=0 -0.0267412 -0.0371487 0.0689892 -0.0461546 -0.00903566 0.0237964
internal_weight=0 48.8651 45.9615 3.59461 42.3669 18.0574 12.866
internal_count=24931 959 873 108 765 403 219
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=8
num_cat=0
split_feature=5 4 10 3 11 4 5
split_gain=4.22762 11.2001 3.41029 2.95475 2.64534 2.46986 7.20432
threshold=2.6822090148925787e-07 2.3486328125000004 1.0000000180025095e-35 125.50000000000001 0.011432647705078127 22.523437500000004 7.5310468673706068e-05
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7
right_child=3 -3 -4 -5 -6 6 -8
leaf_value=-0.10751610651712312 -0.0017043861184747216 0.059885937074224627 0.076550925394670705 0.072183668722771474 -0.11836760951626756 0.097441701043258472 -0.00032164806549880636
leaf_weight=13.752509079378799 931.20682963752188 6.935988536279182 1.0857659243047226 5.5667295178009217 1.9122256343944162 9.945942161662968 31.127027820591138
leaf_count=271 10113 59 21 6353 171 203 7778
internal_value=0 -0.0450117 -0.0940455 -0.000461847 -0.00087699 -0.000645867 0.0233526
internal_weight=0 21.7743 14.8383 979.759 974.192 972.28 41.073
internal_count=24969 351 292 24618 18265 18094 7981
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=8
num_cat=0
split_feature=1 1 13 13 5 5 11
split_gain=3.53769 3.86447 7.06317 4.9581 4.92929 4.66192 2.91852
threshold=6778.5000000000009 11608.500000000002 35.725161295338189 49.239461418045103 4.848837852478028e-05 7.5399875640869149e-06 0.0023107528686523442
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 -5
right_child=1 3 4 6 -6 -7 -8
leaf_value=-0.069558922040201268 -0.016093748015902694 -0.00093389296496698053 0.042970354226474612 -0.048953444908032544 0.00013940198214276904 0.1700758675916299 -0.20957271212779549
leaf_weight=7.435148232150822 15.240103605530747 952.60989972905736 5.1526638077630214 3.7727948152460149 5.6066640497228937 6.559374169446528 1.615673793305177
leaf_count=97 213 24315 46 53 213 54 19
internal_value=0 -0.000323491 0.0335571 -0.00147498 0.0772484 0.11416 -0.0971251
internal_weight=0 990.557 32.5588 957.998 17.3187 11.712 5.38847
internal_count=25010 24913 526 24387 313 100 72
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=8
num_cat=0
split_feature=4 5 5 8 8 11 5
split_gain=3.72711 3.69893 22.4441 26.0441 9.27032 22.4991 8.16314
threshold=85.281250000000014 0.00079464912414550792 0.00081968307495117198 0.095123291015625014 0.14544677734375003 0.0016217231750488283 0.0010428428649902346
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4
right_child=-2 2 6 4 5 -7 -8
leaf_value=0.00043803140847527993 0.10106564266877134 0.10123962539490039 -0.24577720026810962 -4.3774123163593615 -4.1440624784282214 0.098660041345891666 0.12492550671038727
leaf_weight=994.00992112780295 3.671547159164219 0.06372374107013401 1.1222211689091639 0.021973993239953415 0.023199006856884807 0.026582912109006429 1.261285889890132
leaf_count=16104 7513 13 511 14 4 39 735
internal_value=0 0.000131307 -0.120885 -1.37115 -2.67273 -1.89404 -0.0496205
internal_weight=0 996.529 2.51899 0.13548 0.0717559 0.0497819 2.38351
internal_count=24933 17420 1316 70 57 43 1246
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=8
num_cat=0
split_feature=8 4 12 9 12 5 8
split_gain=3.02768 3.30127 3.13377 3.12444 12.1007 10.6472 8.2748
threshold=0.42419433593750006 15.015625000000002 1.5000000000000002 0.00015515089035034182 1.0000000180025095e-35 6.3925981521606459e-05 0.19281005859375003
decision_type=2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.022549231128455277 -0.075812090348885142 0.10712882078073667 0.016686211704417166 0.0030774307467460204 0.063913263364643702 -0.11175899289802733 -0.062495081051827085
leaf_weight=177.84595751058077 13.489241514180327 1.4271410965229723 5.0275772791355839 749.11695159097599 39.902400888880948 4.6200167489878359 5.9504855581326401
leaf_count=2910 141 235 41 20709 803 75 72
internal_value=0 -0.0394018 -0.0506974 -4.3883e-05 -0.010285 0.0329291 0.0475084
internal_weight=0 19.944 18.5168 977.436 228.319 50.4729 45.8529
internal_count=24986 417 182 24569 3860 950 875
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=8
num_cat=0
split_feature=0 0 0 7 7 6 7
split_gain=3.40033 4.48227 4.93963 4.42507 5.65297 5.96373 3.50022
threshold=13.500000000000002 17.500000000000004 19.500000000000004 0.0016827583312988283 0.0028104782104492192 0.020942687988281253 0.00040352344512939459
decision_type=2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -6 -1
right_child=1 2 -4 4 5 -7 -8
leaf_value=-0.012280187641041341 0.023348332661175919 0.1392831762137566 -0.082699041490959871 -0.25794612256085342 -0.15613708886182143 0.079802013448981635 0.0036677333752217706
leaf_weight=165.85354596728575 2.6050437668382056 2.2054378910106598 1.8371538060964665 2.2884134083506069 2.7743476280011237 1.7447878543207478 808.48457745821088
leaf_count=3336 39 31 34 28 28 63 21444
internal_value=0 -0.049663 0.038404 -0.0874872 -0.1299 -0.0650435 0.000953042
internal_weight=0 13.4552 4.04259 9.41259 6.80755 4.51914 974.338
internal_count=25003 223 65 158 119 91 24780
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=8
num_cat=0
split_feature=3 11 1 5 11 1 3
split_gain=3.58911 2.20285 2.14683 12.3604 10.4896 8.17878 6.98078
threshold=8.5000000000000018 0.011432647705078127 133603.50000000003 3.2573938369750983e-05 0.0011725425720214846 206246.00000000003 104.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 -4
right_child=1 -3 3 4 -6 -7 -8
leaf_value=-0.10395022418647522 0.0026610530149766155 -0.11406501330114548 -0.053982057666197958 0.13685309839000007 -0.07150277446056405 -0.046446455554176536 0.091144489253114996
leaf_weight=3.2553700469434252 924.84806658955677 1.6544110707873176 44.201183933764696 10.986227103217972 5.0657519963278892 3.1268770552269407 3.5827746188151641
leaf_count=32 23382 211 446 215 537 60 131
internal_value=0 0.00121681 0.00140916 -0.0158811 0.0519338 0.0962411 -0.0431
internal_weight=0 993.465 991.811 66.9628 19.1789 14.1131 47.784
internal_count=25014 24982 24771 1389 812 275 577
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=8
num_cat=1
split_feature=9 11 15 5 3 3 0
split_gain=2.60964 10.1563 5.65219 11.7353 10.4248 8.79441 8.55542
threshold=0.00013297796249389651 0.00097489356994628917 0 8.3863735198974623e-05 75.500000000000014 63.500000000000007 2.5000000000000004
decision_type=2 2 1 2 2 2 2
left_child=1 -1 -2 6 5 -5 -4
right_child=2 -3 3 4 -6 -7 -8
leaf_value=0.0019016598956281732 0.0049525201243094466 -0.057071170229930392 -0.14748044663253618 -0.10139170337392436 -0.039317252563087865 -0.35728696137211663 0.0015159332605181063
leaf_weight=125.9409250265162 737.70759903405906 38.018688685056986 4.0798467635177067 3.038170429877936 9.0195479073663574 2.4073785068467259 69.451786252437159
leaf_count=2328 20522 673 35 40 553 34 825
internal_value=0 -0.0117729 0.00203897 -0.0206072 -0.105284 -0.214535 -0.00675164
internal_weight=0 163.96 825.704 87.9967 14.4651 5.44555 73.5316
internal_count=25010 3001 22009 1487 627 74 860
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=8
num_cat=0
split_feature=4 5 13 5 3 3 5
split_gain=4.40357 3.08186 8.81711 39.5118 4.72415 3.68093 3.64634
threshold=43.203125000000007 0.00030148029327392584 2.89225572406996 0.00039827823638916021 11.500000000000002 87.500000000000014 0.00017398595809936526
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -5 -1
right_child=-2 2 4 5 -6 -7 -8
leaf_value=-0.00046519353407962355 0.055355313572799686 0.16189607826142738 -0.13583773125206683 -2.4875616918470418 0.048379380325499204 -1.3671063353224229 -0.027152989227413705
leaf_weight=892.61567534717324 14.061023593518255 0.43805007458286382 1.466776880435648 0.038275051512755454 27.211240651278786 0.13556375271218712 54.310069013074099
leaf_count=11264 10678 41 10 6 1642 72 1262
internal_value=0 -0.00100768 0.0309393 -0.344562 0.0389556 -1.61848 -0.00199586
internal_weight=0 976.216 29.2899 0.611889 28.678 0.173839 946.926
internal_count=24975 14297 1771 119 1652 78 12526
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=8
num_cat=0
split_feature=6 6 11 5 8 5 8
split_gain=3.82964 3.05968 5.3873 8.60535 6.93183 16.0323 6.03675
threshold=0.039596557617187507 0.033920288085937507 0.0009543895721435548 0.00020283460617065432 0.13861083984375003 0.00018805265426635745 0.18621826171875003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.001325472792664095 0.043765762060538005 0.076451373892057833 -0.034540559189252473 -0.016929215275508124 -0.24871133561946707 -0.6078613526682658 0.10475462777855889
leaf_weight=950.03116739647521 18.506532530555887 3.3278801336127826 2.1603466954547939 12.288114462520751 1.2381359180435545 0.95368321378191456 0.79198182279651508
leaf_count=12754 11202 64 24 762 20 16 67
internal_value=0 -0.00215538 -0.0401327 -0.0623904 -0.170977 -0.269742 -0.110822
internal_weight=0 970.791 20.7601 17.4323 5.14415 2.9838 2.03012
internal_count=24909 13707 953 889 127 103 87
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=8
num_cat=0
split_feature=3 9 9 12 5 2 3
split_gain=4.84742 2.94155 5.40252 10.7855 10.739 8.91221 5.83702
threshold=125.50000000000001 6.6012144088745131e-05 0.00013297796249389651 1.0000000180025095e-35 0.00010994076728820802 11044.500000000002 14.500000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 -3
right_child=-2 2 -4 5 -6 -7 -8
leaf_value=0.03525599503549693 0.10109213973915568 0.20619638988096256 0.0028176944129703831 0.045434320746130311 0.12429058648083205 -0.17649105980142621 -0.042052498323513876
leaf_weight=23.852825471607503 4.8201251068776392 0.95554479770362277 818.75867030015525 30.466956308169756 4.1476917021209365 1.9234555532457296 103.37194488220848
leaf_count=501 6380 16 15784 402 30 31 1803
internal_value=0 0.0005677 -0.000294536 -0.0183839 -0.0335042 0.0322537 -0.039778
internal_weight=0 983.477 959.624 140.866 108.475 32.3904 104.327
internal_count=24947 18567 18066 2282 1849 433 1819
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=8
num_cat=0
split_feature=9 11 11 9 11 12 11
split_gain=3.03422 8.80846 4.61296 6.13839 9.81635 6.38593 8.72556
threshold=0.0005118846893310548 0.0014376640319824221 0.0033121109008789067 0.00025665760040283209 0.0011725425720214846 1.0000000180025095e-35 0.0008399486541748048
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=0.0053673126379836867 -0.074446627232424331 -0.0025821551517978092 -0.038030104640623702 -0.037974892984506931 -0.024047877680151559 -0.031331543194677978 0.022602727723825145
leaf_weight=348.48461221997059 21.072395568542561 89.474388485114559 28.85114404468186 25.986806974411593 168.21256061172608 29.415417047348456 279.65736540187936
leaf_count=5248 235 10867 399 293 2299 434 5176
internal_value=0 -0.0162812 0.00129518 0.00262725 -0.00420891 0.0131693 0.0174522
internal_weight=0 110.547 880.608 851.757 516.697 335.06 305.644
internal_count=24951 11102 13849 13450 7547 5903 5469
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=8
num_cat=0
split_feature=3 3 9 8 6 8 13
split_gain=3.78804 4.47805 4.64525 9.24127 5.82205 5.59284 10.8526
threshold=100.50000000000001 97.500000000000014 5.9694051742553718e-05 0.034713745117187507 0.013629913330078127 0.093109130859375014 4.442314284203932
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6
right_child=-2 2 4 -5 5 -7 -8
leaf_value=0.00070428593656571259 0.017572989619703074 0.50078547548577912 -0.050157916219249303 -0.084301585373014701 0.2076446724777754 0.028181769587761092 -0.069257054643744473
leaf_weight=779.44708727084799 114.69985261134116 0.49631445202976354 45.87078098161146 0.59117035008966923 1.5553346322849417 27.825144900707528 15.695931539405136
leaf_count=11674 11676 28 957 15 24 338 208
internal_value=0 -0.0017589 -0.0226198 0.182798 -0.0250768 0.000446461 -0.0442881
internal_weight=0 871.482 92.0347 1.08748 90.9472 45.0764 17.2513
internal_count=24920 13244 1570 43 1527 570 232
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=8
num_cat=0
split_feature=2 6 4 4 13 6 1
split_gain=2.86726 10.8245 8.90177 8.25765 7.9617 7.69837 7.17816
threshold=6473.5000000000009 0.014453887939453127 10.230468750000002 1.9062500000000002 22.60121232084413 0.020530700683593753 55663.000000000007
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 -1 -5
right_child=1 3 -4 6 -6 -7 -8
leaf_value=0.009100655991441017 -0.026100293959693318 0.027945622072700793 0.044546277395144218 -0.018699102000217852 0.15835038334117174 -0.016310906838764183 0.056394378180574994
leaf_weight=537.76868651223776 198.50766975895385 11.754587376140991 19.59624391340185 40.521165264648516 7.7810438782908014 153.17233896117386 18.559416570283247
leaf_count=6219 3081 113 213 1748 44 11061 2469
internal_value=0 -0.00828561 -0.0197527 0.0235274 0.0798881 0.00346724 0.00489069
internal_weight=0 296.72 218.104 78.6162 19.5356 690.941 59.0806
internal_count=24948 7668 3294 4374 157 17280 4217
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=8
num_cat=0
split_feature=7 5 13 3 7 5 6
split_gain=2.55703 7.37757 5.1779 5.17711 3.42733 4.38039 6.14524
threshold=1.5169382095336916e-05 7.2568655014038099e-05 40.025313307632061 71.500000000000014 3.4958124160766608e-05 6.9946050643920912e-05 0.0040035247802734384
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2
right_child=4 -3 3 -5 -6 -7 -8
leaf_value=-0.025385406813408447 0.11621164377608524 -0.12768126996731971 -0.0088550732903531614 0.26856669157405455 0.0011303157662816957 0.15227691846768621 -0.072724405959775404
leaf_weight=10.32715560263023 3.1676280291867425 5.9400599681539452 1.3403630852699273 1.3499106874514835 957.26289527859262 3.3866790396587021 3.7699688084539957
leaf_count=209 78 92 29 39 24368 64 93
internal_value=0 -0.0353356 0.0068052 0.130364 0.00174842 0.0590559 0.0135426
internal_weight=0 18.9575 13.0174 2.69027 967.587 10.3243 6.9376
internal_count=24972 369 277 68 24603 235 171
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=8
num_cat=0
split_feature=9 12 11 8 6 6 6
split_gain=3.32244 10.2244 8.72693 8.56546 6.36245 5.30807 13.5946
threshold=0.00013297796249389651 1.0000000180025095e-35 0.0011591911315917971 0.12448120117187501 0.026573181152343753 0.0027236938476562504 0.0020475387573242192
decision_type=2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 -1
right_child=-2 3 -4 -5 -6 -7 -8
leaf_value=-0.024835436812881705 0.0027798286366514926 0.067073318626984041 -0.10346338725260391 -0.037243779013952892 0.095086622225340936 -0.030810765354800748 0.2047576634214599
leaf_weight=9.5451604202389699 828.14503829931164 24.698788315232377 13.177259947173296 11.552530914748784 4.8100534694676744 93.704599049058743 3.5333697614260009
leaf_count=268 22041 629 270 131 44 1581 92
internal_value=0 -0.012919 -0.0265016 0.0338295 -0.0174134 -0.0224813 0.0371963
internal_weight=0 161.022 124.77 36.2513 111.593 106.783 13.0785
internal_count=25056 3015 2255 760 1985 1941 360
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=8
num_cat=0
split_feature=4 10 4 2 11 11 2
split_gain=3.1519 3.07749 4.13126 4.04524 5.19681 3.60632 3.49659
threshold=85.281250000000014 1.5000000000000002 3.6962890625000004 5104.5000000000009 0.00032746791839599615 0.0005137920379638673 2132.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.0016935850941156097 0.1009103280247526 -0.067116296829653671 0.082628028933781295 0.20235553520266691 -0.060015333352129691 -0.084959019358601229 0.074859221989632005
leaf_weight=935.96279365048576 3.0704042834686325 2.7483330125687706 9.9695540372576925 0.8161790799931613 10.005012837267712 1.5314388647675503 12.879884460329775
leaf_count=16140 7620 52 657 29 249 20 261
internal_value=0 -0.000561652 0.0273546 0.00765976 -0.0402197 0.0378539 0.0578739
internal_weight=0 973.913 37.9504 27.9808 10.8212 17.1597 14.4113
internal_count=25028 17408 1268 611 278 333 281
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=8
num_cat=0
split_feature=13 8 1 5 4 8 1
split_gain=4.40441 8.32857 10.4183 6.10864 7.03271 5.59698 5.34031
threshold=34.162129100940696 0.096099853515625014 14930.000000000002 3.8653612136840827e-05 24.414062500000004 0.14544677734375003 36881.500000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -6
right_child=1 2 3 4 6 -7 -8
leaf_value=0.0015758581246258698 -0.036053136121672276 0.097324446176892732 0.023460430200425011 0.097616752180720454 -0.032778429414172354 -0.091283065901989494 -0.52829659463715994
leaf_weight=861.86117829001432 84.848394741473385 12.009228865414114 6.8899023560807171 6.5722383485117453 0.7136456864827776 11.098240652121602 0.31252107728505507
leaf_count=22879 1541 216 57 57 74 97 59
internal_value=0 -0.0186926 0.0204876 -0.0155771 0.0596002 -0.0473336 -0.183827
internal_weight=0 122.444 37.5958 25.5865 7.59841 17.9881 1.02617
internal_count=24980 2101 560 344 190 154 133
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=8
num_cat=0
split_feature=1 3 9 9 3 1 1
split_gain=3.50784 7.08883 4.98939 5.35067 3.71226 23.7792 17.0053
threshold=174126.00000000003 72.500000000000014 0.0002061724662780762 9.6946954727172865e-05 86.500000000000014 28530.000000000004 42131.000000000007
decision_type=2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.0065301721028419206 -0.13771449053977064 -0.048251167778638131 -0.079281141071231021 0.094687291202968163 0.054642908231607251 -0.054200336248404528 -0.0021734491682777568
leaf_weight=597.68329536241072 5.4386668102233697 4.5232613162952493 6.0096057418140836 6.2191110414642026 54.377309236445399 88.106397962519623 218.93814229779082
leaf_count=8918 56 74 262 150 2071 2705 10739
internal_value=0 -0.0385237 -0.00631805 0.0345006 0.00169226 -0.00630817 -0.0171026
internal_weight=0 22.1906 16.752 10.7424 959.105 361.422 307.045
internal_count=24975 542 486 224 24433 15515 13444
is_linear=0
shrinkage=0.1


Tree=144
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num_cat=0
split_feature=6 1 7 1 13 7 9
split_gain=3.43843 7.72569 6.55254 7.61434 7.606 6.86581 7.06228
threshold=0.019447326660156253 133603.50000000003 0.016181945800781253 31096.500000000004 15.018566705030995 0.015399932861328127 0.00062346458435058605
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7
right_child=2 -3 3 -5 -6 6 -8
leaf_value=0.0065676882878234954 -0.01336528926926909 -0.035634388232915079 -0.11958551993533501 0.12203352468939271 0.11180201453162548 -0.37153359847499551 0.08706383643233144
leaf_weight=723.39052978419932 195.53812279630392 46.144702912366483 3.6071927979519369 7.7261297967515929 2.3430719052448694 1.0507773884019105 0.49324087816330564
leaf_count=9139 13093 593 142 1446 412 42 101
internal_value=0 0.00403705 -0.0103792 0.0565544 -0.0284686 -0.0150241 -0.225044
internal_weight=0 769.535 210.759 13.6764 5.95026 197.082 1.54402
internal_count=24968 9732 15236 2000 554 13236 143
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=8
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split_feature=5 5 3 3 3 7 12
split_gain=1.70538 3.16067 33.7495 4.40548 15.7954 1.67676 6.34109
threshold=0.0011286735534667971 0.00086426734924316417 35.500000000000007 99.500000000000014 100.50000000000001 1.5169382095336916e-05 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.047264291629055891 0.10035144232609224 -1.3217516923214037 0.119097145743743 -1.9621559779720177 0.099914026988772206 0.0012840771973250578 0.15150770745403533
leaf_weight=17.212496167092471 1.7120751480947536 0.20940944916219351 1.1386919752403626 0.048113005352206417 0.15881309174619673 953.11516489471705 1.76959042692033
leaf_count=307 6722 39 348 11 788 16695 37
internal_value=0 0.000470048 -0.141967 0.0419375 -0.382109 0.000697956 -0.0287312
internal_weight=0 973.652 1.55503 1.34562 0.206926 972.097 18.9821
internal_count=24947 18225 1186 1147 799 17039 344
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=8
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split_feature=9 9 4 5 9 4 1
split_gain=4.95906 3.45806 6.91973 4.36968 6.73358 6.90144 4.96575
threshold=0.00045907497406005865 0.00036895275115966802 0.012588500976562502 4.9799680709838874e-05 0.00038349628448486334 3.5947265625000004 12933.000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -6
right_child=-2 2 3 -5 6 -7 -8
leaf_value=-0.0013595325133606453 -0.018976384058820253 0.25247634507327693 -0.0065302055845558706 0.039318083918305394 0.065680293081764748 0.14715588255489678 -0.034817762313532084
leaf_weight=736.77957808190149 145.95916038384848 1.2480273526161898 6.3860363248386403 43.213576365556946 5.6625209767371407 5.3860677973134443 37.31039880568278
leaf_count=10743 12157 12 62 1515 40 53 369
internal_value=0 0.0010005 0.0185278 0.0155462 -0.0032184 0.0637875 -0.0215746
internal_weight=0 835.986 99.2066 97.9586 54.745 11.7721 42.9729
internal_count=24951 12794 2051 2039 524 115 409
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=8
num_cat=0
split_feature=2 9 3 3 9 2 5
split_gain=2.79583 5.07348 6.93609 6.70559 5.1766 4.21806 6.79098
threshold=17484.000000000004 0.00015145540237426761 76.500000000000014 102.50000000000001 0.00018996000289916995 11733.500000000002 8.0615282058715834e-05
decision_type=2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 -1 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.00092206272209132778 -0.039822149862811351 0.33623799853942338 -0.038810246819176462 0.16761235772030333 0.098193435244464278 -0.040042417587977192 0.044270710061229047
leaf_weight=890.26622702227996 6.8921530473744523 1.0452689733356253 7.6746909100766043 1.9792391262126328 7.2392052097857231 54.498991809115978 11.583122116735465
leaf_count=22235 226 13 190 262 103 978 944
internal_value=0 0.0331006 0.0611189 0.00351453 0.128242 -0.000887319 -0.0252635
internal_weight=0 24.8306 17.9384 9.65393 8.28447 956.348 66.0821
internal_count=24951 794 568 452 116 24157 1922
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=8
num_cat=0
split_feature=6 6 8 8 2 13 4
split_gain=3.36263 4.23893 5.44349 12.1799 6.57876 18.448 4.96505
threshold=0.039596557617187507 0.033920288085937507 0.16925048828125003 0.14898681640625003 3124.5000000000005 6.703351837297074 10.699218750000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0013456266498861065 0.043866689119752562 -0.16251997923628045 0.054078790163527894 -0.30419694111264983 0.0027446159019570118 -0.48093799833120887 0.11667875430329616
leaf_weight=942.71793752130179 18.108768234783383 1.1161055355332825 4.3665177047878379 1.9773904278117687 10.186213590000987 1.1731271690514402 1.4825907237536737
leaf_count=12812 11209 13 395 72 390 43 35
internal_value=0 0.000371996 -0.0448374 -0.0719426 -0.0390325 -0.151847 -0.00323757
internal_weight=0 963.02 20.3019 15.9354 13.958 3.77182 2.5987
internal_count=24969 13760 948 553 481 91 48
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=8
num_cat=0
split_feature=8 6 8 6 11 0 4
split_gain=3.21168 5.18487 4.00323 7.96029 4.10593 4.37077 5.35204
threshold=0.37255859375000006 0.020942687988281253 0.34460449218750006 0.0044460296630859384 0.0015883445739746096 4.5000000000000009 12.472656250000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=0.0060484764972623872 -0.044281918318520359 0.090440632738462701 -0.1330730712819968 0.11029249474163511 -0.0040452307575182698 -0.063872902749473132 0.035056970775963973
leaf_weight=595.33531042831601 28.395040751478522 3.1758292979939133 1.632626730017362 7.5958416177782055 306.1601315119301 25.483168642385863 6.9622118531378865
leaf_count=8787 281 514 14 301 11837 249 2983
internal_value=0 -0.0307287 0.00169562 0.0672342 0.00104799 -0.00774384 -0.042644
internal_weight=0 31.5709 943.169 9.22847 933.941 338.606 32.4454
internal_count=24966 795 24171 315 23856 15069 3232
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=8
num_cat=0
split_feature=11 5 4 9 11 5 9
split_gain=3.02566 10.6142 7.22666 5.93282 7.37336 8.54843 9.37323
threshold=0.0010895729064941408 0.00010994076728820802 2.6982421875000004 0.00025665760040283209 0.0018353462219238283 7.7515840530395521e-05 0.00014716386795043948
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=0.0038047233366751473 -0.044053848575599686 0.16330174357711386 0.039805065232698736 0.0041761870425437442 -0.058249142459085738 -0.047572743170794879 0.019199489087006347
leaf_weight=366.42691676031973 30.608963772974676 6.3446491431095664 18.714848555104254 381.52568330512986 35.602546918322332 41.872479714013025 99.84507852466777
leaf_count=5229 558 57 432 16494 518 609 1129
internal_value=0 0.00811081 0.0710745 -0.0032301 -0.0168198 -0.00826037 0.00435798
internal_weight=0 391.486 25.0595 589.455 207.929 172.327 130.454
internal_count=25026 5718 489 19308 2814 2296 1687
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=8
num_cat=0
split_feature=6 11 5 8 7 5 11
split_gain=2.26446 2.44611 5.83998 3.28074 2.37415 3.52647 3.35306
threshold=0.062591552734375014 0.0061054229736328134 7.8380107879638689e-06 0.039627075195312507 0.045608520507812507 1.5527009963989261e-05 0.00069642066955566417
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=-0.00044541725232268459 0.10190869364787292 0.11891845653645594 -0.20372564905613344 -0.050833908228337901 0.10504722666361442 0.12902964016220472 -0.065959493864225852
leaf_weight=959.39886131242474 2.1653932085005172 1.6130863602156731 1.9142924227162437 5.2587268683801085 1.8302955604158322 3.5311840049089369 3.068204030074412
leaf_count=16745 7827 18 45 268 21 79 33
internal_value=0 -0.000458 -0.0529832 -0.0916456 1.88473e-05 0.052856 -0.00205987
internal_weight=0 976.615 8.78611 7.17302 967.829 8.42968 4.8985
internal_count=25036 17209 331 313 16878 133 54
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=8
num_cat=0
split_feature=3 1 1 1 3 5 12
split_gain=3.30603 10.4378 7.08187 7.61422 8.08995 7.84031 7.33844
threshold=57.500000000000007 22836.500000000004 165662.00000000003 17159.000000000004 31.500000000000004 7.5310468673706068e-05 1.5000000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -6
right_child=1 -3 -4 4 6 -7 -8
leaf_value=-0.013984211166470639 0.044866733653664885 0.0012447025047097511 -0.20069557779421054 0.033541231041698739 -0.014177581087679376 -0.095467998682805949 0.064159771388016595
leaf_weight=36.757288699969649 60.298025820807197 607.35196746783959 1.8831909417931445 59.03528050515888 176.27719723222253 17.397221176754101 12.828072661795884
leaf_count=318 1604 19123 21 760 2725 299 123
internal_value=0 0.0051844 -0.00739354 -0.00618908 0.00122514 -0.0401616 -0.00886338
internal_weight=0 667.65 304.178 302.295 248.141 54.1545 189.105
internal_count=24973 20727 4246 4225 3608 617 2848
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=8
num_cat=0
split_feature=13 8 5 1 1 9 1
split_gain=3.22382 6.72463 7.44216 6.22574 7.77681 4.75425 4.66366
threshold=33.31021122969964 0.29846191406250006 6.3925981521606459e-05 12933.000000000002 40496.500000000007 0.00047433376312255865 36421.000000000007
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=0.018015790540613832 0.012509430929750124 0.20250919667436729 0.021491723940763173 -0.068531758038834864 0.0096948897052876407 -0.017331027098020074 0.00040277867032957848
leaf_weight=209.84647076861802 22.774186970185838 1.4104658898613696 35.722325257302145 48.742421897011809 17.190147026500199 105.10136053852102 530.10242032462884
leaf_count=2528 218 30 846 752 383 11088 9132
internal_value=0 -0.0145852 -0.0170467 -0.0325663 -0.0481362 0.00257091 0.00539777
internal_weight=0 125.84 124.429 88.7068 65.9326 845.05 739.949
internal_count=24977 2229 2199 1353 1135 22748 11660
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=8
num_cat=0
split_feature=8 8 8 4 8 5 0
split_gain=1.94237 5.83171 3.40442 3.92771 2.51903 8.27995 3.05374
threshold=0.42419433593750006 0.39648437500000006 0.38549804687500006 1.6684570312500002 0.34460449218750006 4.2617321014404305e-06 8.5000000000000018
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=-0.00088454869312152944 -0.033520832252043671 0.10394229341675287 0.048713074197250683 -0.1786068866760043 -0.1316237482222514 0.060275628942646986 0.21331222743825126
leaf_weight=938.95926112349889 17.68468123882667 5.3593779192970024 1.1548287244513624 2.2224344400647169 2.1638074700022107 8.2185492867038175 1.5495944032099931
leaf_count=23864 407 176 9 77 20 348 46
internal_value=0 -7.60795e-05 -0.000660313 -0.100878 -0.000304327 0.0453532 0.0845604
internal_weight=0 959.628 954.268 3.37726 950.891 11.932 9.76814
internal_count=24947 24540 24364 86 24278 414 394
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=8
num_cat=1
split_feature=7 15 8 8 6 7 6
split_gain=2.19378 3.875 3.1778 7.26245 6.35579 5.16143 3.76012
threshold=9.7274780273437514e-05 0 0.030982971191406253 0.034042358398437507 0.019767761230468753 0.00028312206268310552 0.00079083442687988292
decision_type=2 1 2 2 2 2 2
left_child=1 -1 4 5 6 -4 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-0.025873332440013511 -0.10219211915420234 0.034459194726681887 -0.13032365232207233 0.00051537564044512824 0.095020925867625311 -0.022851784825766872 0.014668512829781414
leaf_weight=53.451746281312808 2.8971863008919163 5.036942642153007 6.9589949039746015 823.04851601449081 10.035164601583345 12.48727021804825 55.333731681399513
leaf_count=1099 76 153 127 22001 339 201 961
internal_value=0 -0.0192094 0.000769673 -0.000911761 0.0215208 -0.0613134 0.00885362
internal_weight=0 58.4887 910.761 842.495 68.2661 19.4463 58.2309
internal_count=24957 1252 23705 22329 1376 328 1037
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=8
num_cat=0
split_feature=13 3 7 3 9 8 7
split_gain=3.08563 3.42697 2.5653 3.19106 2.54685 4.76107 5.15516
threshold=47.135444885566116 28.500000000000004 0.00053048133850097667 55.500000000000007 0.00057053565979003917 0.52026367187500011 0.035140991210937507
decision_type=2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.00032760710582502392 -0.12385839071678817 -0.081159531587963879 0.096125353110668096 -0.023402966031939698 -0.018753642354263633 -0.14604717498394712 0.083855406360903398
leaf_weight=871.10944235434272 3.8956658942042877 5.0040976725722457 2.8717651354090767 10.045151645746953 73.127924305947545 2.205949560069711 7.4517498983623218
leaf_count=14475 46 137 49 171 9994 35 81
internal_value=0 -0.0388563 -0.0203762 0.00317287 -0.000821223 0.000667663 0.00103611
internal_weight=0 21.8167 17.921 12.9169 953.895 880.767 878.561
internal_count=24988 403 357 220 24585 14591 14556
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=8
num_cat=0
split_feature=1 1 3 9 5 13 8
split_gain=3.50662 4.36681 12.1586 6.524 4.79719 5.00408 3.91879
threshold=6778.5000000000009 9889.5000000000018 81.500000000000014 0.0008761882781982423 5.993247032165528e-05 27.820344987205861 0.042190551757812507
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 -2
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.067113473346796945 -0.058560378368474157 -0.0012802343280428272 0.18770010608563273 -0.16574549066135114 -0.251532298657628 0.10059933336878668 0.060828479657515838
leaf_weight=7.9074179693125179 4.3088838355615753 949.17978581033185 5.9360343706866825 2.3181548280699635 0.53439057187642935 1.6446801541405873 7.5944631235906854
leaf_count=103 37 24642 61 35 11 102 63
internal_value=0 -0.000251752 0.0434521 -0.0122806 0.141119 0.0142138 0.0176101
internal_weight=0 971.516 22.3366 14.2215 8.11511 2.17907 11.9033
internal_count=25054 24951 309 135 174 113 100
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=8
num_cat=0
split_feature=2 11 7 7 8 11 11
split_gain=3.50799 5.74446 3.74238 5.07747 4.74729 4.05816 4.34929
threshold=17484.000000000004 0.00045883655548095709 0.0086936950683593767 0.0017571449279785158 0.052841186523437507 0.0008399486541748048 0.0005862712860107423
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0016487676061739229 -0.089596955765142677 0.12654239089716962 0.15171577003307377 -0.029360379731911232 0.23408201872966763 0.099246755283908375 -0.11886620062493825
leaf_weight=961.64320099107317 3.1513216411985949 1.0740586272440906 3.3708404731883084 7.056386606378509 1.67746338841789 6.1809625646865243 2.202392610575771
leaf_count=24220 81 44 101 244 65 190 74
internal_value=0 0.0365078 0.0549395 0.037004 0.0790604 0.0515558 -0.0384119
internal_weight=0 24.7134 21.5621 18.1913 11.1349 9.45741 3.27645
internal_count=25019 799 718 617 373 308 118
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=8
num_cat=0
split_feature=0 13 3 3 11 11 3
split_gain=2.50378 4.45269 12.9223 92.2142 8.80554 269.579 6.99373
threshold=4.5000000000000009 7.2673722616673944 108.50000000000001 109.50000000000001 0.0017905235290527346 0.0018115043640136721 104.50000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 6 -3 -4 -5 -6 -2
right_child=1 2 3 4 5 -7 -8
leaf_value=0.0038046926396768373 -0.0054525857358922389 -0.027849090991119121 -2.7886599480147618 0.10163654918024199 -27.839981719174563 0.10005775863335323 0.081701002750455054
leaf_weight=704.337499640234 212.38348692760337 45.130096461634821 0.13792865211871574 0.78297254584322218 0.0032185516174649811 0.097326584186703258 9.6243207188335855
leaf_count=17963 2624 691 14 264 3 486 2936
internal_value=0 -0.00754947 -0.0358115 -0.387473 -0.0116238 -0.890861 -0.00167422
internal_weight=0 268.159 46.1515 1.02145 0.883518 0.100545 222.008
internal_count=24981 7018 1458 767 753 489 5560
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=8
num_cat=0
split_feature=3 4 4 13 7 8 4
split_gain=8.32603 5.32234 38.7239 58.656 8.30401 188.736 375.109
threshold=116.50000000000001 21.695312500000004 22.523437500000004 10.852471747485 0.00084519386291503917 0.066802978515625014 29.695312500000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7
right_child=1 2 4 -5 -6 6 -8
leaf_value=-0.00047720038627167561 0.076347795049372655 10.211754120731392 0.099698653603746759 0.097176478383030077 0.10006168485391767 57.466548607267242 0.088890007553672379
leaf_weight=958.13610687377968 6.6115432954274294 0.0095238746567195554 0.099210061410303751 0.013669565858435817 0.67642388545255017 0.001380809941945226 0.0032957239254756132
leaf_count=16865 2177 20 518 23 5293 6 44
internal_value=0 0.105894 0.348866 4.34372 0.228162 1.05896 19.9403
internal_weight=0 7.41505 0.803504 0.0231934 0.78031 0.103887 0.00467653
internal_count=24946 8081 5904 43 5861 568 50
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=8
num_cat=0
split_feature=9 2 7 11 2 11 0
split_gain=2.58981 4.4856 6.6832 7.59623 11.8482 6.61869 4.08046
threshold=7.1853399276733412e-05 11414.500000000002 0.00022393465042114261 0.00060391426086425792 6152.5000000000009 0.00044023990631103521 4.5000000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4
right_child=-2 -3 6 4 -6 -7 -8
leaf_value=0.19496325070567544 -0.00052601711369817852 -0.041384742420261543 0.087225521964402863 0.59381013549008854 0.090122359073293079 -0.083149512758077831 -0.011532623293172541
leaf_weight=1.7512838335824263 940.4168538294067 7.0604711933119679 6.2643806879350477 0.82374406412418455 1.07820838218322 1.6727021230035459 12.594368879246757
leaf_count=47 24253 211 155 18 26 57 205
internal_value=0 0.0287383 0.0492105 0.148126 0.308346 0.0591025 0.021273
internal_weight=0 31.2452 24.1847 5.32594 1.90195 3.42399 18.8587
internal_count=24972 719 508 148 44 104 360
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=8
num_cat=0
split_feature=9 11 5 7 11 9 7
split_gain=3.09187 4.83219 5.78054 5.67303 3.76185 8.38787 6.2331
threshold=0.00047433376312255865 0.0014519691467285158 6.9946050643920912e-05 0.023674011230468753 0.0016217231750488283 0.00026619434356689459 0.0061740875244140634
decision_type=2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0067119316116098894 -0.12103904634532746 -0.0041460446635445776 0.10560056588861846 -0.024842878973781873 -0.049047134862608442 0.0041954963401286812 0.041062799914101278
leaf_weight=609.15594775676607 10.446248673833983 107.50502455109397 2.1664952897317553 14.839402184821664 60.019008474308066 160.81556845464809 8.8018795635362022
leaf_count=8992 118 11609 51 144 833 3169 112
internal_value=0 -0.0137081 -0.0511534 -0.0645857 0.00260015 -0.00830712 -0.0375223
internal_weight=0 134.957 27.4521 25.2857 838.792 229.636 68.8209
internal_count=25028 11922 313 262 13106 4114 945
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=8
num_cat=0
split_feature=8 6 1 1 2 8 2
split_gain=2.82391 13.0304 7.86793 6.67884 6.58652 6.91455 4.5378
threshold=0.22296142578125003 0.014453887939453127 67910.500000000015 92109.500000000015 2527.5000000000005 0.29479980468750006 2261.5000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 -4
right_child=1 3 6 -5 -6 -7 -8
leaf_value=-0.002006098596933683 0.013022516005379282 0.026268100887664958 0.047489665242568625 0.099719180238549268 0.0025665143513268159 0.17393074101571696 -0.044869479519663275
leaf_weight=802.71987746569664 5.6449704169062596 34.061629181029261 5.9845200984273097 19.447963784922351 48.833049295702949 5.0682776942849159 47.862490770989098
leaf_count=19889 39 3097 50 860 464 32 476
internal_value=0 0.0122898 -0.00690429 0.0529643 0.0181446 0.0891495 -0.0346044
internal_weight=0 166.903 113.393 53.5096 59.5463 10.7132 53.847
internal_count=24907 5018 1061 3957 535 71 526
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=8
num_cat=0
split_feature=7 6 13 9 3 7 3
split_gain=2.66651 7.23205 5.35342 8.42134 5.32313 4.88997 4.61519
threshold=0.0086936950683593767 0.017051696777343753 25.394713981316649 0.00070118904113769542 45.500000000000007 0.037429809570312507 17.500000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 6 -4
right_child=1 4 3 -5 -6 -7 -8
leaf_value=-0.0026846467633559329 -0.0082968922881852831 -0.023686137521353137 -0.057704304528029576 -0.065205949365262264 0.06584248686133945 -0.067249641974487115 0.080109265145450012
leaf_weight=749.92832685668532 136.43437023874395 8.3305363360632168 2.6732346005737808 7.0819110682059536 32.743461869224987 2.9621236054226747 26.67659328127047
leaf_count=18589 1286 391 17 83 4320 18 230
internal_value=0 0.00990475 0.00107922 0.0335518 0.0476843 0.0551975 0.0675562
internal_weight=0 216.902 175.828 39.3939 41.074 32.312 29.3498
internal_count=24934 6345 1634 348 4711 265 247
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=8
num_cat=0
split_feature=3 2 3 2 1 9 1
split_gain=4.34822 2.60523 6.34852 15.6092 13.7248 12.6066 11.397
threshold=124.50000000000001 3921.5000000000005 91.500000000000014 6334.5000000000009 27558.000000000004 6.213784217834474e-05 46152.500000000007
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7
right_child=-2 2 3 5 -6 6 -8
leaf_value=-0.0060680498819628585 0.10329489755984692 0.011745662692045321 0.093550387300794111 0.13383677551955883 -0.0016311310202165815 -0.08794851428678202 -0.014877727476648939
leaf_weight=388.74425686173993 4.1122054146799192 389.97907033455328 19.062413979630065 3.961968134448397 73.798733114139367 39.640174220847257 46.249904314658124
leaf_count=6686 6549 6243 643 134 2063 886 1756
internal_value=0 0.000250116 0.0045389 -0.010843 0.0179078 -0.0405567 -0.0486018
internal_weight=0 961.437 572.692 182.713 92.8611 89.852 85.8901
internal_count=24960 18411 11725 5482 2706 2776 2642
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=8
num_cat=0
split_feature=4 3 1 11 8 3 8
split_gain=2.78204 8.30237 6.62703 5.19758 6.1496 4.85965 5.70992
threshold=0.39855957031250006 14.500000000000002 50545.000000000007 0.0016942024230957033 0.16619873046875003 32.500000000000007 0.041397094726562507
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=-0.16653868911501635 0.0032854865729667298 -0.009639639346092313 -0.044068145367516895 -0.027794822740084449 0.12391959955215343 0.0029860907550279246 0.20260657160026885
leaf_weight=3.4168468974529551 847.59669611758761 2.3253053417429319 36.243678586208262 27.953526194614824 5.6602152624400324 43.604268082577619 2.7857436463236809
leaf_count=40 22695 42 721 379 43 1024 36
internal_value=0 -0.0128662 -0.00843739 0.00724838 0.0252636 0.0137999 0.106049
internal_weight=0 121.99 118.573 82.3291 54.3755 48.7153 5.11105
internal_count=24980 2285 2245 1524 1145 1102 78
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=8
num_cat=1
split_feature=5 5 12 11 4 14 13
split_gain=3.21741 4.90945 7.06115 9.74236 5.95316 4.47083 3.56741
threshold=0.00025582313537597662 0.00017398595809936526 1.5000000000000002 0.0013794898986816408 4.6777343750000009 0 13.28166987506969
decision_type=2 2 2 2 2 1 2
left_child=1 -1 3 -3 6 -4 -5
right_child=-2 2 5 4 -6 -7 -8
leaf_value=0.0020670031378369788 0.027033055076263374 0.071359549869249958 -0.27000350709127324 0.089558789403360706 -0.075707754727857263 -0.048829651587419233 -0.029444025699365002
leaf_weight=873.32602916648739 47.725064527793734 9.1165119669361001 1.9208269130249382 4.0366484207916091 21.744045842909781 1.7437180898268707 6.6990743504138663
leaf_count=11487 12328 236 27 28 739 27 46
internal_value=0 0.000402701 -0.0317103 -0.0199859 -0.0456257 -0.164778 0.0153023
internal_weight=0 918.587 45.2608 41.5963 32.4798 3.66455 10.7357
internal_count=24918 12590 1103 1049 813 54 74
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=8
num_cat=1
split_feature=5 4 9 9 14 9 4
split_gain=2.09231 8.10049 6.21182 4.14604 6.14301 3.32984 4.7768
threshold=5.6624412536621104e-07 1.7041015625000002 0.00019210577011108401 0.00020366907119750979 0 0.00063872337341308605 5.7949218750000009
decision_type=2 2 2 2 1 2 2
left_child=1 3 -3 4 -1 6 -4
right_child=-2 2 5 -5 -6 -7 -8
leaf_value=-0.035697107151651607 0.0013496389457557153 0.18794039330761689 -0.02048732431543043 -0.10235188752814145 0.27173972239185401 -0.094994740535726305 0.14146033955394596
leaf_weight=9.3676887019173609 937.92340619089578 2.3090325592784202 5.0208881041035038 11.446460525505243 0.69802438851911475 2.4607908810139634 2.8576435073046014
leaf_count=260 24500 25 43 160 27 23 23
internal_value=0 -0.0238455 0.0396601 -0.0611846 -0.0143679 0.00653954 0.0382564
internal_weight=0 34.1605 12.6484 21.5122 10.0657 10.3393 7.87853
internal_count=25061 561 114 447 287 89 66
cat_boundaries=0 1
cat_threshold=1
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=8
num_cat=0
split_feature=12 3 3 2 1 3 0
split_gain=3.17568 4.29293 3.92408 2.00531 8.34032 8.71382 13.239
threshold=22.500000000000004 264.50000000000006 124.50000000000001 2404.5000000000005 14930.000000000002 51.500000000000007 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.057929584254207536 0.096127653520986428 -0.20968962502184479 0.10317639545749963 -0.0029373236994132477 0.28759187044725776 0.0062919892406406155 0.048796945363141483
leaf_weight=15.087654063150579 5.6446563839065211 0.4993000323884188 3.6114381379398983 838.99568095629206 2.6564434730971724 76.601245060013753 18.409306306712097
leaf_count=191 393 3 6383 16455 32 1285 241
internal_value=0 0.0712632 -0.00085977 -0.00125458 0.0112665 0.0219561 0.0789142
internal_weight=0 6.14396 955.362 951.75 112.755 97.667 21.0657
internal_count=24983 396 24587 18204 1749 1558 273
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=8
num_cat=0
split_feature=4 1 5 1 13 11 13
split_gain=2.91564 4.52808 5.86309 28.5178 17.2775 21.2562 11.3029
threshold=50.390625000000007 24668.000000000004 0.0005290508270263673 24350.500000000004 15.762070695820729 0.0028524398803710942 15.598774307682701
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.00077763388987586973 0.070030632381838251 0.10231016054368575 -3.6795604890735065 -3.2323052668363155 -0.0075463891741715319 0.099895671914850326 -1.7253149006409343
leaf_weight=951.03973006995795 2.2883315165508962 6.6466354659289664 0.026087701116011774 0.029648232501131022 1.4309880490218345 0.089391143075772561 0.054281837881717365
leaf_count=14883 206 8791 4 40 876 172 6
internal_value=0 0.0520446 -0.0332123 -0.178104 -0.120816 -1.07354 -0.592266
internal_weight=0 10.5654 3.91873 1.6304 1.60075 0.169761 0.143673
internal_count=24978 10095 1304 1098 1058 182 178
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=8
num_cat=0
split_feature=4 13 13 9 4 9 9
split_gain=2.18294 4.11433 10.3888 2.78966 7.14049 2.75096 3.60552
threshold=35.703125000000007 43.303458281875997 43.960847658686447 0.00091147422790527355 0.83520507812500011 0.00051903724670410167 0.00052428245544433605
decision_type=2 2 2 2 2 2 2
left_child=3 5 -3 -1 -5 -2 -7
right_child=1 2 -4 4 -6 6 -8
leaf_value=0.00058089572004467026 0.10431228960840325 -0.56041006043804009 0.027300554184395379 0.1356252251355782 -0.076454324659052872 -0.40391894962129871 0.02744391047182301
leaf_weight=933.77009252031849 5.7870827834030996 0.40053105328479333 1.2041469601072092 1.8519986001774658 11.105550582382419 0.19664491020375763 11.787381836842767
leaf_count=13424 1592 33 211 24 159 50 9476
internal_value=0 0.0338482 -0.119484 -5.85552e-05 -0.0461389 0.047696 0.0203534
internal_weight=0 19.3758 1.60468 946.728 12.9575 17.7711 11.984
internal_count=24969 11362 244 13607 183 11118 9526
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=8
num_cat=1
split_feature=4 1 5 5 1 15 8
split_gain=2.74852 9.17542 12.1632 8.99252 9.59658 11.1015 7.73083
threshold=2.0556640625000004 39631.500000000007 7.2419643402099618e-06 1.2814998626708986e-06 47761.000000000007 0 0.17193603515625003
decision_type=2 2 2 2 2 1 2
left_child=1 2 -1 6 -5 -6 -2
right_child=3 -3 -4 4 5 -7 -8
leaf_value=-0.023683232154370723 0.11266862159208751 -0.018901711473581436 0.031879654776578496 -0.0094914336353632972 0.026664678977621061 -0.035435127301466494 -0.022564022540890571
leaf_weight=62.85773457882533 13.461389970732855 256.38532605208457 105.56389648444747 321.92988278846474 177.51776793118592 26.222791904557823 6.1622268200153476
leaf_count=1024 126 3990 1263 8501 9402 602 42
internal_value=0 -0.00699013 0.0111426 0.00373856 0.00125735 0.0182415 0.0702029
internal_weight=0 424.807 168.422 545.294 525.67 203.741 19.6236
internal_count=24950 6277 2287 18673 18505 10004 168
cat_boundaries=0 1
cat_threshold=3
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=8
num_cat=0
split_feature=3 10 7 12 12 3 0
split_gain=2.76186 2.61073 3.78286 3.45875 4.30179 10.1452 10.1291
threshold=8.5000000000000018 1.0000000180025095e-35 0.028648376464843753 20.500000000000004 9.5000000000000018 67.500000000000014 7.5000000000000009
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=-0.091133992237662359 -0.00019158693507470006 0.013007635794023529 0.13665473975119541 0.091608237388082089 -0.17963098370232963 0.075570205792977158 -0.1165105699237772
leaf_weight=3.257766307797282 833.14978972803976 102.01884021905323 2.535453080748538 4.0364917957058415 4.5102294142270685 6.7614068857546936 4.6216068263838679
leaf_count=39 20654 3847 101 97 35 131 35
internal_value=0 0.00109226 0.0160066 -0.000735656 -0.00117472 -0.0527106 -0.00241716
internal_weight=0 957.634 104.554 853.08 849.043 15.8932 11.383
internal_count=24939 24900 3948 20952 20855 201 166
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=8
num_cat=0
split_feature=9 1 1 8 3 1 1
split_gain=2.40913 5.42122 3.60683 3.62775 2.51028 5.17169 6.02766
threshold=4.0084123611450202e-05 99857.500000000015 42748.500000000007 0.025825500488281253 100.50000000000001 62310.500000000007 81479.000000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -6 -7
right_child=4 -3 3 -5 5 6 -8
leaf_value=-0.0037927921658469591 -0.0020044728350403717 -0.073894379599081975 0.086094550884611931 0.41757507075889982 0.0030140244209378979 0.1305717757957337 0.020289311024060071
leaf_weight=0.66331609012547676 856.11917337998614 1.3053514757193623 0.56314983213087522 0.7985618048987817 85.713565885769526 7.4368857997084659 14.856410755046751
leaf_count=17 13207 24 26 27 6618 2585 2519
internal_value=0 0.0850019 0.187425 0.28055 -0.000192073 0.0141739 0.0570805
internal_weight=0 3.33038 2.02503 1.36171 964.126 108.007 22.2933
internal_count=25023 94 70 53 24929 11722 5104
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=8
num_cat=0
split_feature=11 4 11 2 1 11 11
split_gain=2.9678 2.84332 3.04878 2.59113 30.6326 3.10483 12.768
threshold=0.0089378356933593767 35.703125000000007 0.0081596374511718767 12855.500000000002 30464.000000000004 0.0030794143676757817 0.0031595230102539067
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -7
right_child=-2 3 -4 4 -6 6 -8
leaf_value=-0.0013853898366945549 -0.11064817504361849 0.092763231613909869 0.13062764954322856 -1.6766792156382211 0.039517540895633099 -0.47430906988434551 0.038732203063522368
leaf_weight=942.72847471227544 2.4468942114901884 8.4530867987834934 1.752305824367794 0.11179847011226129 1.4299586813033327 0.51725036784728029 7.7187047801221524
leaf_count=13586 744 2606 17 5 719 172 7134
internal_value=0 -0.000385356 -0.00114041 0.0387306 -0.0852913 0.0501898 0.00649123
internal_weight=0 962.712 944.481 18.2308 1.54176 16.689 8.23596
internal_count=24983 24239 13603 10636 724 9912 7306
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
sum_completeness=178
gc_var=129
sum_len=119
codon_pca=102
cpg_var=99
tetra_pca=99
skew_max_min=87
redundunt_protein=83
cpg_max_min=80
skew_var=76
min_contig_rate=57
min_len=49
num_seqs=33
overlap_singl_like_gene=19
redundunt_cat=15
overlap_sp_one_or_no=7

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

end of parameters

pandas_categorical:[]
