tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=regression
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4
feature_infos=[-1.9955606635032883:1.6557308936762716] [-1.8194020110897071:2.2656910654692677] [-2.4412973636366506:2.3154611039070834] [-2.719287492243776:2.077244221808523] [-1.5107131453075522:1.659366337198815]
tree_sizes=843 867 850 846 960 851 887 865 872 791 873 900 850 815 892 887 872 891 905 801 906 878 988 991 877 912 895 896 872 976 908 909 817 878 973 884 911 888 911 901 956 798 899 902 870 881 901 923 802 883 901 981 900 903 904 1001 977 805 918 826 895 823 889 900 826 884 886 882 824 824 898 826 978 899 821 900 903 884 927 826 898 828 902 899 881 904 883 822 921 825 886 930 888 845 901 886 922 902 919 910

Tree=0
num_leaves=8
num_cat=0
split_feature=2 1 1 1 2 4 4
split_gain=364868 112994 97806.4 36127.2 31884.6 28480.3 28412.5
threshold=-0.040931633459684376 0.73234170609168447 0.15856863130268709 -0.61845030348710284 1.0407851742505756 0.2785686560240353 0.41191662906970489
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 6 -2 -4 -1
right_child=2 -3 5 -5 -6 -7 -8
leaf_value=-24.122669906616192 -2.9605781809488931 1.0608114624023437 8.7822612871442534 -9.7764420127868643 6.9991690826416004 18.663895797729491 -13.461990432739256
leaf_weight=5.0000000000000036 9.0000000000000018 5.9999999999999991 6.9999999999999982 8 4.9999999999999991 5 5
leaf_count=5 9 6 7 8 5 5 5
internal_value=-1.93248 -10.8237 6.27484 -14.7853 0.596474 12.8996 -18.7923
internal_weight=50 24 26 18 14 12 10
internal_count=50 24 26 18 14 12 10
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=2 1 1 2 2 4 3
split_gain=295543 91553.2 79223.2 26840.9 25826.5 23069 17719.5
threshold=-0.040931633459684376 1.0000000180025095e-35 0.15856863130268709 -0.71156090386493764 1.0407851742505756 0.2785686560240353 0.25652906453317448
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -3
right_child=2 6 5 -5 -6 -7 -8
leaf_value=-19.096602020263671 -0.9252878824869788 -4.9036515045166027 9.6432674952915747 -9.9584891849093928 8.0384846496582032 18.536738128662105 3.515254898071289
leaf_weight=4.9999999999999991 9.0000000000000018 4.9999999999999982 6.9999999999999982 9.0000000000000018 4.9999999999999991 5 5
leaf_count=5 9 5 7 9 5 5 5
internal_value=-7.62939e-09 -8.00214 7.38659 -13.2221 2.27606 13.3489 -0.694198
internal_weight=50 24 26 14 14 12 10
internal_count=50 24 26 14 14 12 10
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=8
num_cat=0
split_feature=2 1 1 2 2 4 0
split_gain=239390 77224.4 64170.8 25465.9 20919.5 18685.9 6452.33
threshold=-0.040931633459684376 0.73234170609168447 0.15856863130268709 -1.0876390876876929 1.0407851742505756 0.2785686560240353 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -4 -5
right_child=2 -3 5 6 -6 -7 -8
leaf_value=-16.541916961669905 -0.83275928497314422 2.6230675538380943 8.6789408615657262 -10.206827872140067 7.2346362304687508 16.683064651489257 -5.7378801504770909
leaf_weight=5.0000000000000044 9.0000000000000018 5.9999999999999991 6.9999999999999982 7 4.9999999999999991 5 6
leaf_count=5 9 6 7 7 5 5 6
internal_value=2.76566e-08 -7.20193 6.64793 -10.4769 2.04845 12.014 -8.14424
internal_weight=50 24 26 18 14 12 13
internal_count=50 24 26 18 14 12 13
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=8
num_cat=0
split_feature=2 1 1 4 1 2 4
split_gain=193906 62844 52908.8 23899.3 21430.4 20561.2 14929.2
threshold=-0.040931633459684376 -0.61845030348710284 0.43080465357440378 0.41191662906970489 0.73234170609168447 1.0407851742505756 0.2785686560240353
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 6 -2
right_child=2 4 -4 -5 -6 -7 -8
leaf_value=-17.425089569091789 -3.5960104751586872 -5.5452707290649421 13.415127829142982 -7.6477159786224354 2.3607606410980222 7.1024710178375248 3.8026698907216385
leaf_weight=5.0000000000000018 5.0000000000000053 7.9999999999999982 6.9999999999999991 5 6 7.9999999999999991 6
leaf_count=5 5 8 7 5 6 8 6
internal_value=3.8147e-09 -6.48173 5.98314 -12.5364 -2.15697 3.24504 0.439633
internal_weight=50 24 26 10 14 19 11
internal_count=50 24 26 10 14 19 11
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=9
num_cat=0
split_feature=2 1 1 2 2 4 1 3
split_gain=157064 51276.5 43656.7 18025 17648.6 12424 4783.77 713.817
threshold=-0.040931633459684376 1.0000000180025095e-35 1.0663725553828611 0.73163264520239524 -0.71156090386493764 -0.45784198568873996 -0.2718778136994025 -0.39654626906362794
decision_type=2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 -3 -5 -2
right_child=2 5 -4 6 -6 -7 -8 -9
leaf_value=-14.503585510253908 -0.53224769592285148 -3.8892135429382315 13.782584915161133 3.8943125152587861 -7.09368044932683 3.1603301620483406 8.0824480692545624 1.1575061416625962
leaf_weight=4.9999999999999991 5 5 4.9999999999999991 5.0000000000000027 9.0000000000000018 4.9999999999999982 5.9999999999999956 5.0000000000000053
leaf_count=5 5 5 5 5 9 5 6 5
internal_value=-1.40667e-08 -5.83356 5.38483 3.38536 -9.74008 -0.364442 6.17875 0.312629
internal_weight=50 24 26 21 14 10 11 10
internal_count=50 24 26 21 14 10 11 10
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=8
num_cat=0
split_feature=2 1 1 2 4 2 4
split_gain=127221 42560.1 36918.5 17275.5 16458.9 12258.9 5277.29
threshold=-0.040931633459684376 0.73234170609168447 0.15856863130268709 -1.0876390876876929 0.2785686560240353 1.0407851742505756 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 5 -1 -4 -2 -5
right_child=2 -3 4 6 -6 -7 -8
leaf_value=-12.676827621459948 -0.84794061448838942 2.0436363855997723 5.7864676339285728 -7.6255505016871856 13.298491287231442 5.3277313995361331 -3.5839583317438759
leaf_weight=5.0000000000000044 9.0000000000000018 5.9999999999999991 6.9999999999999982 7 5 4.9999999999999991 6
leaf_count=5 9 6 7 7 5 5 6
internal_value=-3.91006e-08 -5.25021 4.84634 -7.68149 8.91648 1.35766 -5.7602
internal_weight=50 24 26 18 12 14 13
internal_count=50 24 26 18 12 14 13
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=8
num_cat=0
split_feature=2 1 1 4 2 3 4
split_gain=103049 36818.2 31766.8 18945.7 14075.4 12709 8882.65
threshold=-0.040931633459684376 -0.61845030348710284 1.0663725553828611 0.41191662906970489 0.61072026433129145 1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -3 -6
right_child=2 5 -4 -5 6 -7 -8
leaf_value=-13.712211151123041 -1.005184827532086 -4.8939767201741544 11.525198822021485 -5.0068712043762202 2.6093048095703115 1.1943552285432817 7.866197280883795
leaf_weight=5.0000000000000018 7.0000000000000062 5.9999999999999991 4.9999999999999991 5 9.0000000000000018 7.9999999999999991 4.9999999999999956
leaf_count=5 7 6 5 5 9 8 5
internal_value=-5.24521e-09 -4.72518 4.36171 -9.35954 2.65612 -1.41493 4.48677
internal_weight=50 24 26 10 21 14 14
internal_count=50 24 26 10 21 14 14
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=2 1 1 2 4 2 4
split_gain=84364.7 38271 31168.4 18408.9 9605.63 8601.12 9666.13
threshold=-0.17719590589868994 0.73234170609168447 0.31462937185868217 0.73163264520239524 1.0000000180025095e-35 1.0407851742505756 0.2785686560240353
decision_type=2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 -2
right_child=2 -3 3 -5 -6 -7 -8
leaf_value=-10.626323127746577 -2.8528979710170179 1.9227816899617514 3.7238413047790537 12.304957046508788 -5.4608305825127497 4.2489101409912111 2.6169260660807292
leaf_weight=6.0000000000000027 7.0000000000000053 5.9999999999999991 4.9999999999999982 5 8.9999999999999982 5.9999999999999991 6
leaf_count=6 7 6 5 5 9 6 6
internal_value=-1.33514e-08 -4.82708 3.49547 8.0144 -7.52703 1.11709 -0.328364
internal_weight=50 21 29 10 15 19 13
internal_count=50 21 29 10 15 19 13
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=8
num_cat=0
split_feature=2 1 1 2 1 4 4
split_gain=68335.4 30999.5 25613.5 11210.8 9014.22 6735.52 6023.89
threshold=-0.17719590589868994 0.73234170609168447 1.0663725553828611 0.61072026433129145 -0.61845030348710284 -1.0000000180025095e-35 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -5 -2
right_child=2 -3 -4 5 -6 -7 -8
leaf_value=-8.775904252794053 -3.2221916341781611 1.7305034796396894 9.657050290107728 1.9811869939168287 -3.7719554622968028 6.5588447570800827 1.6865303611755351
leaf_weight=9 5 5.9999999999999991 4.9999999999999991 9.0000000000000018 6.0000000000000009 4.9999999999999956 5.0000000000000053
leaf_count=9 5 6 5 9 6 5 5
internal_value=3.29018e-08 -4.34437 3.14593 1.78944 -6.77432 3.61606 -0.767831
internal_weight=50 21 29 24 15 14 10
internal_count=50 21 29 24 15 14 10
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=7
num_cat=0
split_feature=2 1 4 2 2 4
split_gain=56509.2 44229.2 18154.2 16759 6142.74 6520.69
threshold=-0.71156090386493764 0.31462937185868217 0.31826064409303889 -0.17719590589868994 1.0407851742505756 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5
right_child=1 2 -4 4 -6 -7
leaf_value=-7.1753863652547203 -4.6294824838638311 3.4522660308414035 10.96755714416504 -2.4683909403426303 3.4733118693033855 2.0241699059804259
leaf_weight=8.9999999999999982 7.9999999999999991 8.9999999999999982 4.9999999999999991 7 5.9999999999999991 6.0000000000000053
leaf_count=9 8 9 5 7 6 6
internal_value=-6.181e-08 1.57508 6.1363 -0.789989 0.82664 -0.394901
internal_weight=50 41 14 27 19 13
internal_count=50 41 14 27 19 13
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=2 1 2 4 3 1 4
split_gain=45974.6 21919.1 18754 13969.9 7821.31 4998.17 2035.1
threshold=-0.17719590589868994 -0.61845030348710284 1.3750788444935391 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.63254246021596872
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 -3 -5 -2
right_child=2 4 -4 5 -6 -7 -8
leaf_value=-7.2939266628689214 0.11602243423461907 -3.786226544380189 7.0886588777814596 1.71995898882548 1.3921820674623762 6.0009203720092792 -2.615647196769713
leaf_weight=9.0000000000000018 5.0000000000000027 4.9999999999999982 6.9999999999999991 6 7 4.9999999999999982 6.0000000000000027
leaf_count=9 5 5 7 6 7 5 6
internal_value=-2.57492e-08 -3.56339 2.58039 1.14594 -0.765488 3.66585 -1.37398
internal_weight=50 21 29 22 12 11 11
internal_count=50 21 29 22 12 11 11
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=2 1 4 1 2 3 0
split_gain=38750.6 31062 14424.9 11643.7 7739.09 4016.5 515.792
threshold=-0.71156090386493764 0.31462937185868217 0.31826064409303889 -1.2689557574642165 -0.17719590589868994 -0.72420452449010353 -0.48517114538365996
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=-5.9418906728426615 -5.0337057495117188 2.7342332952552373 9.4333042907714848 -2.7504807949066148 -0.88917783737182554 3.2791846466064429 1.9039624452590944
leaf_weight=8.9999999999999982 4.9999999999999991 8.9999999999999982 4.9999999999999991 6.0000000000000027 5.0000000000000027 5.0000000000000027 5.9999999999999991
leaf_count=9 5 9 5 6 5 5 6
internal_value=5.126e-09 1.30432 5.12676 -0.677689 0.312315 1.46086 2.52906
internal_weight=50 41 14 27 22 16 11
internal_count=50 41 14 27 22 16 11
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=2 4 1 1 4 1 2
split_gain=33986.9 21294.7 16310 14366.4 5328.15 2871.38 1631.52
threshold=0.73163264520239524 -1.0491283859284424 -1.0099659532638887 0.31462937185868217 0.2785686560240353 0.15856863130268709 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 -6
right_child=3 2 4 -5 6 -7 -8
leaf_value=-6.5118611744471968 1.7703528165817266 -4.6130680492946077 -2.4598087644576996 8.6034193420410148 1.1909812529881794 0.78493747711181638 3.5230195045471202
leaf_weight=6.9999999999999991 7.9999999999999982 6.9999999999999991 5.0000000000000053 5 6 6 5.9999999999999982
leaf_count=7 8 7 5 5 6 6 6
internal_value=5.24521e-09 -1.5454 -0.386563 4.39846 0.899765 -0.689947 2.357
internal_weight=50 37 30 13 23 11 12
internal_count=50 37 30 13 23 11 12
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=7
num_cat=0
split_feature=2 1 2 4 3 1
split_gain=27571.5 22582.2 10341.6 6704 3729.39 2310.45
threshold=-0.71156090386493764 1.0663725553828611 0.61072026433129145 0.2785686560240353 -0.39654626906362794 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2
right_child=1 -3 4 -5 -6 -7
leaf_value=-5.0120583799150253 -4.0914325169154599 6.2724781581333708 -0.069884605407714823 0.81848493814468393 3.3363660229576966 -1.2769089698791489
leaf_weight=8.9999999999999982 6.9999999999999964 6.9999999999999991 5.0000000000000009 7.9999999999999991 8.9999999999999964 5.0000000000000053
leaf_count=9 7 7 5 8 9 5
internal_value=-1.90735e-09 1.10021 0.0353288 -1.42383 2.11985 -2.91871
internal_weight=50 41 34 20 14 12
internal_count=50 41 34 20 14 12
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=0
split_feature=2 4 1 1 1 4 3
split_gain=23512.3 15219.9 14242.5 10727.4 5062.7 2944.91 1865.46
threshold=0.73163264520239524 0.2785686560240353 -0.61845030348710284 0.31462937185868217 -0.61845030348710284 -0.89539029446349039 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -4 -7
right_child=3 4 5 -5 -6 6 -8
leaf_value=-7.1734100182851153 1.3874153494834902 -0.97881029673985065 -3.3901984024047866 7.2919961547851546 2.6069479942321778 -1.7836884212493906 0.94794631242751926
leaf_weight=5.9999999999999991 7.9999999999999982 6.9999999999999991 4.9999999999999973 5 8.9999999999999982 4.9999999999999964 5.0000000000000071
leaf_count=6 8 7 5 5 9 5 5
internal_value=1.54972e-08 -1.28539 -3.05572 3.65841 1.03818 -1.40865 -0.417871
internal_weight=50 37 21 13 16 15 10
internal_count=50 37 21 13 16 15 10
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=8
num_cat=0
split_feature=2 1 1 4 2 2 3
split_gain=19849.2 16545.5 7376.05 5371.44 4146.99 1495.15 578.757
threshold=-0.71156090386493764 1.0663725553828611 -1.0099659532638887 0.16360146753926 0.73163264520239524 0.61072026433129145 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-4.252626058790419 -3.1598199367523212 5.3608006341116772 -2.4778230476379397 1.3613881667455041 1.4564631496156966 3.7028009223937981 -0.95630195140838437
leaf_weight=8.9999999999999982 5.9999999999999956 6.9999999999999991 4.9999999999999991 5.9999999999999982 6.9999999999999991 5 5.0000000000000098
leaf_count=9 6 7 5 6 7 5 5
internal_value=1.90735e-08 0.933503 0.0220009 0.70382 -0.410317 2.42567 -1.71706
internal_weight=50 41 34 28 17 11 10
internal_count=50 41 34 28 17 11 10
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=2 4 1 1 1 0 1
split_gain=16562.9 11216.1 10537.3 8039.14 3040.6 2518.75 347.151
threshold=0.73163264520239524 0.2785686560240353 -0.61845030348710284 0.31462937185868217 -0.61845030348710284 -1.0000000180025095e-35 0.73234170609168447
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 6 -4
right_child=3 4 5 -5 -6 -7 -8
leaf_value=-6.1403856039047247 1.104572579264641 -0.64729015316282013 -2.6873326492309584 6.2160499477386466 2.131585062874688 0.6507237887382501 -1.5089415729045865
leaf_weight=5.9999999999999991 7.9999999999999982 6.9999999999999991 4.9999999999999964 5 8.9999999999999982 5.0000000000000044 5
leaf_count=6 8 7 5 5 9 5 5
internal_value=-1.84774e-08 -1.07883 -2.59857 3.07053 0.915827 -1.18185 -2.09814
internal_weight=50 37 21 13 16 15 10
internal_count=50 37 21 13 16 15 10
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=2 1 1 2 4 4 3
split_gain=14950.3 12252.5 4783.16 3484.61 2351.7 1873.11 483.925
threshold=-0.71156090386493764 1.0663725553828611 -1.2689557574642165 0.73163264520239524 0.2785686560240353 -0.63254246021596872 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 -4
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-3.690712780422635 -2.8307150650024435 4.620033207961491 -2.0280686664581302 0.66061845779418937 0.89573727382553947 3.3978490161895758 -0.63677418231963967
leaf_weight=8.9999999999999982 4.9999999999999956 6.9999999999999991 4.9999999999999982 5 8.9999999999999982 4.9999999999999982 5.0000000000000107
leaf_count=9 5 7 5 5 9 5 5
internal_value=1.39475e-08 0.810156 0.0257701 0.518268 -0.276978 2.02923 -1.33242
internal_weight=50 41 34 29 19 10 10
internal_count=50 41 34 29 19 10 10
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=2 4 1 0 2 3 2
split_gain=12419.3 9441.29 8121.33 4162.26 1979.91 1174.13 518.336
threshold=-1.0876390876876929 0.31826064409303889 0.43080465357440378 0.51987800109035698 1.0407851742505756 0.64954893519709422 -0.27866704415666288
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-4.2678997377554575 -2.9282717514038059 0.93108553621504042 5.957652397155762 1.9370879287521046 0.56554397940635681 -0.51958444352660871 -1.5496625105539943
leaf_weight=5.9999999999999991 5.0000000000000036 8.9999999999999982 4.9999999999999991 5.9999999999999991 5.9999999999999991 6.9999999999999991 6.0000000000000053
leaf_count=6 5 9 5 6 6 7 6
internal_value=-1.81794e-09 0.581986 2.72629 -0.418688 -1.00763 -1.53202 -2.1763
internal_weight=50 44 14 30 24 18 11
internal_count=50 44 14 30 24 18 11
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=7
num_cat=0
split_feature=2 4 1 1 4 0
split_gain=10282.1 8063.91 5135.76 4755.68 1894.32 2005.03
threshold=0.73163264520239524 -1.0491283859284424 0.31462937185868217 -1.0099659532638887 0.63358282442948066 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5
right_child=2 3 -4 4 -6 -7
leaf_value=-3.9062259452683588 0.84792951345443746 -2.4191331999642509 4.9334168624877925 -0.97603536446889128 2.2796201944351195 1.1348011238707436
leaf_weight=6.9999999999999991 7.9999999999999982 6.9999999999999991 5 9.0000000000000089 4.9999999999999991 8.9999999999999982
leaf_count=7 8 7 5 9 5 9
internal_value=-1.57952e-08 -0.850014 2.41927 -0.136898 0.557695 0.0793829
internal_weight=50 37 13 30 23 18
internal_count=50 37 13 30 23 18
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=8
num_cat=0
split_feature=2 4 1 0 2 3 0
split_gain=9419.69 6887.35 6000.06 2808.52 1128.53 939.422 288.726
threshold=-1.0876390876876929 0.31826064409303889 0.43080465357440378 0.51987800109035698 1.0407851742505756 0.64954893519709422 -0.36842702020826429
decision_type=2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-3.7169275244077049 -2.3650317955017068 0.79526796142260237 5.115782814025879 1.5872956991195679 0.35610518380999567 -0.32189851658684865 -1.3361193180084214
leaf_weight=5.9999999999999991 5.0000000000000036 8.9999999999999982 4.9999999999999991 5.9999999999999991 5.9999999999999991 6.9999999999999991 6.0000000000000053
leaf_count=6 5 9 5 6 6 7 6
internal_value=2.74479e-08 0.506854 2.33831 -0.347825 -0.831606 -1.22751 -1.80381
internal_weight=50 44 14 30 24 18 11
internal_count=50 44 14 30 24 18 11
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=8
num_cat=0
split_feature=4 1 1 0 2 2 3
split_gain=7731.28 10002.3 5856.03 3114.96 1278.81 851.906 307.092
threshold=0.2785686560240353 -0.61845030348710284 0.43080465357440378 0.51987800109035698 0.73163264520239524 1.0000000180025095e-35 0.25652906453317448
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -2 -3
right_child=2 3 -4 -5 -6 -7 -8
leaf_value=-4.299531820842196 -0.47872274629771694 -1.8158778826395652 4.1725139300028484 1.9698362867037458 0.39544866085052494 1.1451154393809182 -0.75474463939666736
leaf_weight=7.0000000000000027 6.0000000000000018 6.0000000000000053 5.9999999999999991 5.9999999999999991 6.9999999999999991 7 5
leaf_count=7 6 6 6 6 7 7 5
internal_value=5.70714e-09 -0.973502 1.58835 -0.00340967 -0.661158 0.395652 -1.33354
internal_weight=50 31 19 24 18 13 11
internal_count=50 31 19 24 18 13 11
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=9
num_cat=0
split_feature=2 2 4 3 1 1 0 1
split_gain=7372.59 4823.31 2549.7 1617.68 1008.16 534.882 308.584 59.7196
threshold=-1.0876390876876929 1.3750788444935391 0.16360146753926 0.3957576846906804 0.31462937185868217 -1.0000000180025095e-35 -0.20946905546239622 -0.61845030348710284
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 6 7 -5 -2 -4
right_child=1 -3 4 5 -6 -7 -8 -9
leaf_value=-3.2883322795232139 -1.9038147790091386 2.8555312518562594 0.17426119565963746 -0.48445471525192252 2.1577405095100404 0.97825793504714997 -0.87522247076034443 0.66301315307617192
leaf_weight=5.9999999999999991 6.9999999999999964 6.9999999999999991 4.9999999999999991 5 4.9999999999999991 4.9999999999999982 5.0000000000000053 4.9999999999999991
leaf_count=6 7 7 5 5 5 5 5 5
internal_value=-6.61612e-09 0.448409 -0.00699258 -0.692445 0.998338 0.246902 -1.47523 0.418637
internal_weight=50 44 37 22 15 10 12 10
internal_count=50 44 37 22 15 10 12 10
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=9
num_cat=0
split_feature=1 2 4 0 1 4 0 3
split_gain=6103.16 6014.19 3863.24 2110.44 1792.76 827.057 643.679 267.869
threshold=0.43080465357440378 -0.71156090386493764 0.31826064409303889 -1.0000000180025095e-35 -1.0099659532638887 0.63358282442948066 -0.86704507427883382 0.3957576846906804
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -6 -8
right_child=2 4 -4 -5 5 -7 7 -9
leaf_value=-3.9341997146606449 -0.89988304615020764 -1.7341967582702638 3.9572232460975649 2.0055899810791016 -0.95949386755625332 1.3427338850498201 -0.12757965251803391 0.78297990113496774
leaf_weight=4.9999999999999991 4.9999999999999991 5.9999999999999991 4.9999999999999991 4.9999999999999991 6.0000000000000044 4.9999999999999991 7.0000000000000036 6
leaf_count=5 5 6 5 5 6 5 7 6
internal_value=-3.17395e-09 -0.723276 1.68764 0.552853 -0.188122 0.198397 -0.102744 0.292679
internal_weight=50 35 15 10 30 24 19 13
internal_count=50 35 15 10 30 24 19 13
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=8
num_cat=0
split_feature=2 4 1 1 4 1 0
split_gain=5256.78 4744.38 2389.54 1864.99 891.582 807.623 163.101
threshold=0.73163264520239524 -1.0491283859284424 0.31462937185868217 -1.0099659532638887 -0.45784198568873996 1.0663725553828611 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 -6
right_child=2 3 -4 4 5 -7 -8
leaf_value=-2.9520109994070873 0.65800291597843186 -1.4899889605385919 3.4447593307495112 -0.6738283455371854 -0.13706048488616926 1.8118569242954257 0.61073822874043671
leaf_weight=6.9999999999999991 7.9999999999999982 6.9999999999999991 5 6.0000000000000027 5.0000000000000053 4.9999999999999991 7
leaf_count=7 8 7 5 6 5 5 7
internal_value=-2.6077e-10 -0.607779 1.72983 -0.0607914 0.374182 0.744068 0.299155
internal_weight=50 37 13 30 23 17 12
internal_count=50 37 13 30 23 17 12
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=8
num_cat=0
split_feature=2 1 4 0 2 2 1
split_gain=4982.6 3336.5 1434.72 579.449 396.479 166.742 69.9317
threshold=-1.0876390876876929 1.0663725553828611 0.63358282442948066 -1.0760439797334687 1.0407851742505756 -0.27866704415666288 -0.11802330931592557
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-2.7032978137334189 -1.2730288902918498 2.2158812105655672 1.051567037900289 0.077198897600173899 0.61855286121368414 -0.89547316551208445 -0.38909766674041729
leaf_weight=5.9999999999999991 5.9999999999999991 7.9999999999999991 8.9999999999999982 5.0000000000000027 4.9999999999999991 5.0000000000000027 6.0000000000000027
leaf_count=6 6 8 9 5 5 5 6
internal_value=-4.64916e-09 0.368632 -0.0418684 -0.406347 -0.158723 -0.401622 -0.619268
internal_weight=50 44 36 27 21 16 11
internal_count=50 44 36 27 21 16 11
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=8
num_cat=0
split_feature=4 1 2 0 4 2 2
split_gain=4558.85 5443.35 2772.97 1774.33 562.476 540.448 387.387
threshold=0.2785686560240353 -0.61845030348710284 0.61072026433129145 0.51987800109035698 -1.0491283859284424 0.73163264520239524 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 6 4 -3 -6 -2
right_child=2 3 -4 -5 5 -7 -8
leaf_value=-3.2011768068586059 0.10563902258872981 -1.4296958065032941 3.2411870288848874 1.4573604106903078 -0.77858884334564227 0.51478422085444131 1.2034569835662843
leaf_weight=7.0000000000000027 9.0000000000000018 5.0000000000000062 4.9999999999999991 5.9999999999999991 6.9999999999999982 6 4.9999999999999991
leaf_count=7 9 5 5 6 7 6 5
internal_value=9.41753e-09 -0.747547 1.21968 -0.0319055 -0.528328 -0.181647 0.497717
internal_weight=50 31 19 24 18 13 14
internal_count=50 31 19 24 18 13 14
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=8
num_cat=0
split_feature=1 4 2 1 2 0 1
split_gain=3812.87 4024.39 2398.38 1550.29 535.298 368.133 372.264
threshold=0.43080465357440378 -1.0491283859284424 -0.27866704415666288 -1.2689557574642165 0.73163264520239524 -0.20946905546239622 -0.2718778136994025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 -7
right_child=2 3 -4 4 -6 6 -8
leaf_value=-3.1982651519775391 -0.017871056284223284 -1.7413387393951418 2.5167338550090794 -0.75994482835133781 0.86210940182209017 0.85108617305755541 -0.31723182201385502
leaf_weight=4.9999999999999991 7 4.9999999999999991 7.9999999999999982 6.0000000000000062 7.9999999999999991 5.0000000000000036 5.9999999999999982
leaf_count=5 7 5 8 6 8 5 6
internal_value=3.33786e-09 -0.571679 1.33392 -0.133915 0.18757 -0.129861 0.213822
internal_weight=50 35 15 30 25 17 11
internal_count=50 35 15 30 25 17 11
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=8
num_cat=0
split_feature=2 2 4 3 4 2 0
split_gain=3527.07 2287.79 1285.53 501.81 460.655 335.203 154.036
threshold=-1.0876390876876929 1.3750788444935391 0.880400628862544 0.3957576846906804 0.16360146753926 -0.040931633459684376 -0.20946905546239622
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2
right_child=1 -3 -4 5 -6 -7 -8
leaf_value=-2.2744299411773681 -1.282667589187622 1.9679556710379467 1.2167703969138008 0.83804360389709454 0.093276381989320131 -0.2339957782200405 -0.55594702482223446
leaf_weight=5.9999999999999991 7 6.9999999999999991 6.9999999999999991 5 5.9999999999999991 6.9999999999999982 5.0000000000000053
leaf_count=6 7 7 7 5 6 7 5
internal_value=8.88109e-09 0.31015 -0.00348945 -0.288217 -0.622153 0.212687 -0.979867
internal_weight=50 44 37 30 18 12 12
internal_count=50 44 37 30 18 12 12
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=9
num_cat=0
split_feature=4 2 1 0 3 3 4 1
split_gain=3202.29 4289.53 2405.51 809.365 324.723 290.429 157.558 123.385
threshold=0.2785686560240353 -0.71156090386493764 0.43080465357440378 0.51987800109035698 0.3957576846906804 1.0000000180025095e-35 -0.45784198568873996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -2 -3 -6
right_child=2 3 -4 -5 7 -7 -8 -9
leaf_value=-3.3089432525634743 -0.11585541963577267 -1.2161524009704576 2.6784689108530682 0.9079692880312602 0.3379281759262085 0.85568676352500916 -0.42228024959564209 -0.36459613800048835
leaf_weight=5.0000000000000027 8.0000000000000018 5.0000000000000053 5.9999999999999991 5.9999999999999991 5 4.9999999999999991 5 4.9999999999999982
leaf_count=5 8 5 6 6 5 5 5 5
internal_value=6.55651e-09 -0.626529 1.02223 -0.11068 -0.416275 0.257815 -0.819216 -0.013334
internal_weight=50 31 19 26 20 13 10 10
internal_count=50 31 19 26 20 13 10 10
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=8
num_cat=0
split_feature=1 4 4 1 3 4 2
split_gain=2869.86 3116.31 1570.9 1012.98 328.523 179.859 165.411
threshold=0.43080465357440378 -1.0491283859284424 0.2785686560240353 -1.2689557574642165 0.3957576846906804 0.16360146753926 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 -7
right_child=2 3 -4 4 -6 6 -8
leaf_value=-2.807301654815674 0.32169930140177411 -1.4100934219360353 2.4106220642725629 -0.48832795279366553 0.67755414247512824 -0.23412608146667463 0.57928855895996145
leaf_weight=4.9999999999999991 8.9999999999999982 4.9999999999999991 5.9999999999999991 7.0000000000000098 7.9999999999999991 5.0000000000000036 4.9999999999999947
leaf_count=5 9 5 6 7 8 5 5
internal_value=1.14441e-08 -0.495972 1.15727 -0.110751 0.149118 -0.0995578 0.172581
internal_weight=50 35 15 30 25 17 10
internal_count=50 35 15 30 25 17 10
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=8
num_cat=0
split_feature=2 1 4 1 1 2 1
split_gain=2526.35 2641.54 2345.32 559.067 544.705 235.095 110.303
threshold=-0.38412323320339603 1.0663725553828611 0.16360146753926 -1.0099659532638887 -0.42979850956861121 0.73163264520239524 -0.2718778136994025
decision_type=2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -4
right_child=1 -3 6 4 5 -7 -8
leaf_value=-2.8541587066650393 -0.89176758766174324 2.3752746184666953 -0.53373886108398438 1.0957465251286818 -0.36585840781529716 0.35693733957078727 0.13049783706665039
leaf_weight=4.9999999999999991 4.9999999999999991 5.9999999999999991 4.9999999999999991 6.0000000000000027 9.0000000000000053 8.9999999999999982 4.9999999999999991
leaf_count=5 5 6 5 6 9 9 5
internal_value=1.3113e-08 0.465343 -1.0858 0.0701845 0.270591 -0.00446053 -0.201621
internal_weight=50 35 15 29 24 18 10
internal_count=50 35 15 29 24 18 10
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=7
num_cat=0
split_feature=2 2 4 3 2 0
split_gain=2336.66 1458.78 714.966 258.491 292.791 120.48
threshold=-1.0876390876876929 1.3750788444935391 0.880400628862544 0.83480899010315091 0.33649037209336236 -0.20946905546239622
decision_type=2 2 2 2 2 2
left_child=-1 2 3 4 5 -2
right_child=1 -3 -4 -5 -6 -7
leaf_value=-1.8512444655100506 -0.93582138334001785 1.5762380429676601 0.91201997995376594 0.32173516409737724 0.1162751778960228 -0.36774216443300223
leaf_weight=5.9999999999999991 7.0000000000000009 6.9999999999999991 6.9999999999999991 6.9999999999999991 7.9999999999999991 8.0000000000000036
leaf_count=6 7 7 7 7 8 8
internal_value=-1.19209e-09 0.252442 0.00199461 -0.210345 -0.372282 -0.632846
internal_weight=50 44 37 30 23 15
internal_count=50 44 37 30 23 15
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=8
num_cat=0
split_feature=1 2 4 1 1 3 0
split_gain=2100.86 2289.35 1143.62 391.064 447.693 69.0804 39.6534
threshold=0.43080465357440378 -0.71156090386493764 0.16360146753926 -1.0099659532638887 -0.42979850956861121 -0.72420452449010353 0.19750182258395857
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7
right_child=2 3 -4 4 5 6 -8
leaf_value=-2.405409517288208 0.17338120192289355 -0.8162668307622275 1.923602485656738 0.75941892862319915 -0.50308742761611869 -0.21430961404527937 0.15441069602966306
leaf_weight=4.9999999999999991 7.9999999999999982 5.9999999999999991 7 7.0000000000000027 5.0000000000000062 6.9999999999999982 5
leaf_count=5 8 6 7 7 5 7 5
internal_value=-2.38419e-10 -0.42435 0.990151 -0.094174 0.0863492 -0.190797 -0.0606762
internal_weight=50 35 15 30 24 17 12
internal_count=50 35 15 30 24 17 12
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=9
num_cat=0
split_feature=0 3 2 1 3 0 0 2
split_gain=1789.52 2405.36 2093.28 640.752 391.132 331.548 269.923 194.83
threshold=-0.86704507427883382 0.3957576846906804 1.3750788444935391 -1.2689557574642165 0.3957576846906804 -0.20946905546239622 -0.088764676844704335 -0.55131238677098737
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6 -7
right_child=2 -3 -4 4 6 7 -8 -9
leaf_value=0.13196785322257451 -0.99546801567077703 -2.7397828102111816 2.2429375743865969 -0.73711279630660986 0.21539159297943114 0.71076298594474796 1.2544738674163822 -0.084973371028900069
leaf_weight=6.9999999999999982 4.9999999999999956 5 4.9999999999999991 5.0000000000000009 5 4.9999999999999991 4.9999999999999982 8.0000000000000071
leaf_count=7 5 5 5 5 5 5 5 8
internal_value=-5.96046e-11 -1.06459 0.336188 0.0472864 0.233493 -0.0450853 0.734933 0.221079
internal_weight=50 12 38 33 28 18 10 13
internal_count=50 12 38 33 28 18 10 13
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=8
num_cat=0
split_feature=1 0 1 1 0 3 1
split_gain=1663.81 2114.61 585.01 286.358 235.767 235.207 75.7681
threshold=1.0663725553828611 -1.4338502000082858 -1.2689557574642165 -0.42979850956861121 0.19750182258395857 -0.39654626906362794 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-2.1973043155670164 1.2312236891852486 -0.90402049223582004 0.12959991097450255 -0.11179031282663328 0.33876928223503966 1.0995629262924196 -0.6388730299472809
leaf_weight=4.9999999999999991 8.9999999999999982 5.9999999999999956 5 6.0000000000000089 8.9999999999999982 4.9999999999999982 5
leaf_count=5 9 6 5 6 9 5 5
internal_value=-1.25766e-08 -0.270269 -0.00262478 0.177654 -0.0408092 0.614581 -0.351373
internal_weight=50 41 36 30 20 10 11
internal_count=50 41 36 30 20 10 11
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=8
num_cat=0
split_feature=2 2 4 3 1 2 3
split_gain=1640.33 921.376 489.153 206.595 310.417 155.801 33.4347
threshold=-1.0876390876876929 1.3750788444935391 0.880400628862544 0.83480899010315091 0.31462937185868217 0.33649037209336236 -0.19464174955107197
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-1.5510698636372886 -0.52582025170326185 1.2635776553835187 0.76518864631652839 0.31251445497785296 -0.92632033824920657 0.27215164569871769 -0.16011686801910383
leaf_weight=5.9999999999999991 5.0000000000000036 6.9999999999999991 6.9999999999999991 6.9999999999999991 5.9999999999999991 6.9999999999999991 5.0000000000000053
leaf_count=6 5 7 7 7 6 7 5
internal_value=1.3411e-10 0.21151 0.0124696 -0.163165 -0.307937 -0.0896838 -0.342969
internal_weight=50 44 37 30 23 17 10
internal_count=50 44 37 30 23 17 10
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=8
num_cat=0
split_feature=1 4 2 1 1 3 2
split_gain=1483.89 1804.5 917.666 383.496 194.469 107.333 79.7691
threshold=0.43080465357440378 -1.0491283859284424 -0.27866704415666288 -1.2689557574642165 -0.78608764435911815 -0.85059691262762416 0.73163264520239524
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7
right_child=2 3 -4 4 5 6 -8
leaf_value=-2.1154528808593751 -0.0040119171142578118 -0.86297679901123048 1.5638002604246142 0.59270659287770555 -0.45804981440305648 -0.12501797229051592 0.35733047326405837
leaf_weight=4.9999999999999991 7 4.9999999999999991 7.9999999999999982 6.0000000000000027 5.0000000000000062 7.9999999999999982 6
leaf_count=5 7 5 8 6 5 8 6
internal_value=-3.78489e-09 -0.356638 0.832155 -0.0635018 0.0963932 -0.0603374 0.0817028
internal_weight=50 35 15 30 25 19 14
internal_count=50 35 15 30 25 19 14
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=8
num_cat=0
split_feature=2 2 4 3 1 2 3
split_gain=1272.14 711.268 333.276 151.788 317.96 99.2916 34.9707
threshold=-1.0876390876876929 1.3750788444935391 0.880400628862544 0.83480899010315091 0.31462937185868217 0.33649037209336236 -0.19464174955107197
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-1.3659455736478172 -0.42599534988403287 1.1106275643621173 0.63270227057593209 0.27414191790989467 -0.88353073596954346 0.25206605706896101 -0.051985995769500672
leaf_weight=5.9999999999999991 5.0000000000000036 6.9999999999999991 6.9999999999999991 6.9999999999999991 5.9999999999999991 6.9999999999999991 5.0000000000000053
leaf_count=6 5 7 7 7 6 7 5
internal_value=1.66893e-09 0.186265 0.011386 -0.133588 -0.25768 -0.0367908 -0.238991
internal_weight=50 44 37 30 23 17 10
internal_count=50 44 37 30 23 17 10
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=8
num_cat=0
split_feature=1 4 4 1 1 3 4
split_gain=1257.49 1445.01 825.478 292.346 163.589 80.2087 52.3907
threshold=0.43080465357440378 -1.0491283859284424 -0.45784198568873996 -1.2689557574642165 -0.78608764435911815 -0.85059691262762416 0.2785686560240353
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7
right_child=2 3 -4 4 5 6 -8
leaf_value=-1.9022045755386352 -0.14251051942507423 -0.76401846885681157 1.371753491295709 0.52882186571756973 -0.41393899295479009 0.22018478782847528 -0.17071960171063738
leaf_weight=4.9999999999999991 6.0000000000000009 4.9999999999999991 8.9999999999999964 6.0000000000000027 5.0000000000000062 7.9999999999999982 6
leaf_count=5 6 5 9 6 5 8 6
internal_value=1.00583e-10 -0.328306 0.766048 -0.0659898 0.0736159 -0.0701334 0.0526543
internal_weight=50 35 15 30 25 19 14
internal_count=50 35 15 30 25 19 14
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=9
num_cat=0
split_feature=0 3 2 3 0 2 2 4
split_gain=1087.38 1948.7 1033.37 270.916 182.651 93.4594 83.6584 33.5016
threshold=-0.86704507427883382 0.3957576846906804 1.3750788444935391 0.3957576846906804 -0.20946905546239622 0.33649037209336236 -0.71156090386493764 0.31826064409303889
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -6 -8
right_child=2 -3 -4 5 6 -7 7 -9
leaf_value=0.24714198112487798 -0.68508077025413516 -2.3376684808731074 1.6017654991149906 0.71718629896640795 0.34651050090789798 0.15903627872467041 0.044358444213867136 -0.30612588127454121
leaf_weight=6.9999999999999982 4.9999999999999991 5 4.9999999999999991 5.9999999999999982 4.9999999999999991 6 5.0000000000000053 6
leaf_count=7 5 5 5 6 5 6 5 6
internal_value=2.38419e-10 -0.829862 0.262062 0.0590764 -0.157515 0.438111 0.00734934 -0.146815
internal_weight=50 12 38 33 21 12 16 11
internal_count=50 12 38 33 21 12 16 11
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=7
num_cat=0
split_feature=2 3 1 3 0 4
split_gain=1057.01 1213.9 1117.14 191.431 80.3811 41.8521
threshold=-0.38412323320339603 0.25652906453317448 1.0663725553828611 -0.85059691262762416 -0.48517114538365996 0.2785686560240353
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.03217991160021888 -0.41145849398204259 -1.8041021585464478 1.5430596987406413 0.41867664390140097 -0.13621248177119658 0.22370716730753581
leaf_weight=8.9999999999999982 6.9999999999999991 5.9999999999999991 5.9999999999999991 9.0000000000000018 7.0000000000000018 6
leaf_count=9 7 6 6 9 7 6
internal_value=8.28505e-09 -0.702333 0.301 0.0440219 0.188948 0.0299043
internal_weight=50 15 35 29 22 13
internal_count=50 15 35 29 22 13
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=8
num_cat=0
split_feature=2 1 3 4 0 1 0
split_gain=932.024 536.975 250.498 237.728 120.423 283.624 115.765
threshold=-1.0876390876876929 1.210882472298173 -0.39654626906362794 1.0000000180025095e-35 0.51987800109035698 0.31462937185868217 -0.48517114538365996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4
right_child=1 -3 4 -5 -6 -7 -8
leaf_value=-1.1691745877265931 -0.71181564841951639 1.1350915336608887 0.68877758532762523 0.086163482069969183 0.58378826550074991 -0.46208541989326479 0.037264071106910657
leaf_weight=5.9999999999999991 6.9999999999999991 4.9999999999999991 6 7.9999999999999991 6.9999999999999991 5.9999999999999991 5.0000000000000053
leaf_count=6 7 5 6 8 7 6 5
internal_value=-6.67572e-09 0.159433 0.0343484 -0.286227 0.234708 0.090969 0.392635
internal_weight=50 44 39 15 24 17 11
internal_count=50 44 39 15 24 17 11
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=8
num_cat=0
split_feature=0 3 3 2 0 2 1
split_gain=915.956 1577.84 743.496 146.511 156.976 112.955 83.0977
threshold=-0.86704507427883382 0.3957576846906804 0.70838686442447629 0.73163264520239524 -0.20946905546239622 -0.71156090386493764 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7
right_child=2 -3 -4 -5 5 6 -8
leaf_value=0.20747184263808391 -0.61370451703667595 -2.1184118986129756 1.0970905482769013 0.3785726070404053 0.42303601264953566 0.079718735388347034 -0.45404748678207424
leaf_weight=6.9999999999999982 5.0000000000000027 5 7.9999999999999991 7.9999999999999991 5.0000000000000044 7.0000000000000036 4.9999999999999964
leaf_count=7 5 5 8 8 5 7 5
internal_value=-3.20375e-09 -0.761646 0.24052 0.0121011 -0.121161 0.0237043 -0.142684
internal_weight=50 12 38 30 22 17 12
internal_count=50 12 38 30 22 17 12
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=8
num_cat=0
split_feature=1 2 4 1 1 4 4
split_gain=854.672 1090.92 596.863 134.948 182.044 27.2386 30.7762
threshold=0.43080465357440378 -0.71156090386493764 0.16360146753926 -1.0099659532638887 -0.42979850956861121 -0.63254246021596872 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7
right_child=2 3 -4 4 5 6 -8
leaf_value=-1.6381953918933867 0.041483973409049218 -0.46692122220993043 1.3058971132550921 0.49250465078013256 0.037870624235698126 -0.39475882530212397 -0.043895944356918327
leaf_weight=4.9999999999999991 7.9999999999999982 5.9999999999999991 7 7.0000000000000027 7.0000000000000044 5 5
leaf_count=5 8 6 7 7 7 5 5
internal_value=7.28294e-09 -0.270661 0.631543 -0.0427391 0.0633064 -0.113422 -0.219327
internal_weight=50 35 15 30 24 17 10
internal_count=50 35 15 30 24 17 10
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=8
num_cat=0
split_feature=0 2 0 1 1 2 0
split_gain=791.201 649.114 187.54 473.573 168.72 325.676 12.953
threshold=-1.0760439797334687 1.3750788444935391 0.84790072773649194 0.73234170609168447 -1.0099659532638887 -0.27866704415666288 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=-0.8490419768417875 -0.33315985600153586 1.1473830223083497 0.53053473631540937 -0.87485361893971769 0.9617130494117726 -0.12181452989578245 0.088922783306666781
leaf_weight=8.9999999999999982 6.0000000000000027 5.9999999999999991 5.9999999999999991 5.9999999999999991 5.0000000000000044 5 7
leaf_count=9 6 6 6 6 5 5 7
internal_value=-1.75089e-10 0.186375 0.0216308 -0.0836596 0.122739 0.283644 0.00111557
internal_weight=50 41 35 29 23 17 12
internal_count=50 41 35 29 23 17 12
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=8
num_cat=0
split_feature=4 2 0 2 3 2 3
split_gain=720.481 1522.01 905.044 195.764 184.174 117.546 200.844
threshold=0.2785686560240353 -0.71156090386493764 -0.36842702020826429 -0.55131238677098737 -0.39654626906362794 -0.17719590589868994 0.70838686442447629
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 -6 -7
right_child=2 4 3 -5 5 6 -8
leaf_value=-1.8950057920813546 1.6397560071945181 -0.35569710996415854 0.57411262273788433 -0.20630048116048183 0.55978670033315747 0.39961041212081966 -0.45854367971420279
leaf_weight=5.0000000000000027 5.0000000000000027 9.0000000000000053 5.0000000000000009 8.9999999999999964 6.0000000000000062 5.9999999999999911 5
leaf_count=5 5 9 5 9 6 6 5
internal_value=2.90573e-09 -0.297182 0.484876 0.0724185 0.0100919 0.203745 0.00954037
internal_weight=50 31 19 14 26 17 11
internal_count=50 31 19 14 26 17 11
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=8
num_cat=0
split_feature=1 4 2 1 1 4 4
split_gain=747.61 928.722 445.471 130.157 133.85 43.5797 43.1517
threshold=0.43080465357440378 -1.0491283859284424 -1.0000000180025095e-35 -1.2689557574642165 -0.78608764435911815 -0.63254246021596872 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7
right_child=2 3 -4 4 5 6 -8
leaf_value=-1.5149240708351135 0.14570710526572334 -0.50859982967376716 1.2581004778544109 0.46206276416778541 0.17369962453842139 -0.40577370643615729 -0.039372599787182279
leaf_weight=4.9999999999999991 8.9999999999999982 4.9999999999999991 5.9999999999999991 6.0000000000000027 5.0000000000000062 4.9999999999999991 8.9999999999999982
leaf_count=5 9 5 6 6 5 5 9
internal_value=1.78814e-09 -0.253142 0.590664 -0.0428449 0.0503061 -0.0797223 -0.17023
internal_weight=50 35 15 30 25 19 14
internal_count=50 35 15 30 25 19 14
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=7
num_cat=0
split_feature=2 3 1 3 0 4
split_gain=624.537 949.475 581.807 75.8051 71.4717 20.9706
threshold=-0.38412323320339603 0.25652906453317448 1.0663725553828611 -0.85059691262762416 -0.48517114538365996 0.2785686560240353
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6
right_child=2 -3 -4 4 5 -7
leaf_value=0.10974477264616225 -0.24070688826697217 -1.5142716457446417 1.127721897761027 0.35373947392735205 -0.13044211183275489 0.1243305444717407
leaf_weight=8.9999999999999982 6.9999999999999991 5.9999999999999991 5.9999999999999991 9.0000000000000018 7.0000000000000018 6
leaf_count=9 7 6 6 9 7 6
internal_value=-5.21541e-11 -0.539862 0.231369 0.0459171 0.137116 -0.0128547
internal_weight=50 15 35 29 22 13
internal_count=50 15 35 29 22 13
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=8
num_cat=0
split_feature=0 3 0 3 1 0 3
split_gain=596.986 400.596 124.388 265.047 181.583 26.1528 7.57621
threshold=-1.0760439797334687 0.70838686442447629 -0.20946905546239622 -0.39654626906362794 0.43080465357440378 0.31331093999547482 -0.39654626906362794
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7
right_child=1 -3 4 -5 -6 6 -8
leaf_value=-0.73750978377130305 -0.81113716125488267 0.7512988779279921 0.1181676745414732 0.21851647675037406 0.598194420337677 -0.058875616788864153 -0.23295852780342097
leaf_weight=8.9999999999999982 5 8.9999999999999982 6.0000000000000098 4.9999999999999947 5.9999999999999991 4.9999999999999982 5
leaf_count=9 5 9 6 5 6 5 5
internal_value=5.42402e-09 0.161892 -0.00387817 -0.29631 0.129046 -0.0468853 -0.145917
internal_weight=50 41 32 10 22 16 10
internal_count=50 41 32 10 22 16 10
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=8
num_cat=0
split_feature=2 1 3 4 1 0 3
split_gain=573.321 322.416 96.3081 131.168 58.6194 120.713 128.324
threshold=-1.0876390876876929 1.210882472298173 -0.39654626906362794 1.0000000180025095e-35 -0.61845030348710284 0.51987800109035698 0.64954893519709422
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 -6
right_child=1 -3 4 -5 5 -7 -8
leaf_value=-0.91698990414539971 -0.48678314515522553 0.88105723857879648 0.45700703024864198 0.10595822632312775 0.24029776453971838 0.44320017894109087 -0.38993610824857439
leaf_weight=5.9999999999999991 6.9999999999999991 4.9999999999999991 4.9999999999999991 7.9999999999999991 6.0000000000000053 5.9999999999999991 7
leaf_count=6 7 5 5 8 6 6 7
internal_value=1.23382e-08 0.125044 0.0281193 -0.170654 0.152353 0.0721808 -0.0990589
internal_weight=50 44 39 15 24 19 13
internal_count=50 44 39 15 24 19 13
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=9
num_cat=0
split_feature=4 2 0 2 2 4 2 0
split_gain=525.792 888.291 636.243 328.974 210.366 271.804 203.119 7.87564
threshold=0.16360146753926 -0.38412323320339603 -0.36842702020826429 -0.71156090386493764 -0.040931633459684376 -0.49796589467327346 1.0000000180025095e-35 -0.48517114538365996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 7 -5 -6
right_child=2 4 3 6 5 -7 -8 -9
leaf_value=-1.4954743480682362 1.2440207521120701 0.3892887920141217 0.70908245086669908 -0.73991749763488812 -0.033437144756317122 -0.84769350528717169 0.12308375438054403 0.14405249595642086
leaf_weight=5.0000000000000027 6.0000000000000027 8.0000000000000053 5.0000000000000009 4.9999999999999964 5.0000000000000018 4.999999999999992 6 5
leaf_count=5 6 8 5 5 5 5 6 5
internal_value=-7.39098e-09 -0.287445 0.365839 0.0365205 -0.0248296 -0.245693 -0.26919 0.0553077
internal_weight=50 28 22 16 23 15 11 10
internal_count=50 28 22 16 23 15 11 10
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=8
num_cat=0
split_feature=2 1 4 0 1 3 4
split_gain=514.139 265.803 103.073 96.0459 176.419 54.5319 39.2225
threshold=-1.0876390876876929 1.210882472298173 -0.63254246021596872 0.84790072773649194 1.0000000180025095e-35 0.49725349818642289 0.16360146753926
decision_type=2 2 2 2 2 2 2
left_child=-1 2 5 4 6 -2 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.86837226624290142 0.48153961896896375 0.80485233783721921 -0.19306258360544817 0.30934737205505369 -0.63661045630772906 0.070699875695364817 0.13701514270570544
leaf_weight=5.9999999999999991 5.9999999999999982 4.9999999999999991 6.0000000000000062 4.9999999999999991 5.9999999999999991 7 8.9999999999999982
leaf_count=6 6 5 6 5 6 7 9
internal_value=-3.18885e-09 0.118414 0.0304095 -0.0845448 -0.178329 0.260318 0.00498405
internal_weight=50 44 39 26 21 13 15
internal_count=50 44 39 26 21 13 15
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=8
num_cat=0
split_feature=0 3 3 0 1 0 3
split_gain=482.715 1097.49 432.873 98.1118 152.261 17.4386 9.56014
threshold=-0.86704507427883382 0.3957576846906804 0.70838686442447629 -0.20946905546239622 0.43080465357440378 0.31331093999547482 -0.39654626906362794
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.25533134426389426 -0.29957718700170516 -1.6844695007801054 0.82819387689232826 0.083045045534769546 0.53897131681442267 -0.034824385643005343 -0.23037636756896995
leaf_weight=6.9999999999999982 7.9999999999999991 5 7.9999999999999991 6.0000000000000098 5.9999999999999991 5.0000000000000036 4.9999999999999947
leaf_count=7 8 5 8 6 6 5 5
internal_value=-3.33786e-09 -0.552919 0.174606 0.000315897 0.109368 -0.0517333 -0.1326
internal_weight=50 12 38 30 22 16 10
internal_count=50 12 38 30 22 16 10
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=8
num_cat=0
split_feature=0 2 2 1 1 4 3
split_gain=419.218 301.147 177.949 160.699 82.0724 29.233 10.8207
threshold=-1.0760439797334687 1.3750788444935391 -0.71156090386493764 0.73234170609168447 -1.0099659532638887 -0.63254246021596872 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=-0.61802420086330834 0.43769067823886892 0.79023373524347951 -0.32252368927001934 -0.55569920800626282 0.34211922168731657 -0.040039203564325943 0.15914845943450928
leaf_weight=8.9999999999999982 7.9999999999999956 5.9999999999999991 5.0000000000000027 5.9999999999999991 5.0000000000000044 6.0000000000000036 5
leaf_count=9 8 6 5 6 5 6 5
internal_value=-9.61125e-09 0.135664 0.0234519 -0.0992856 0.0311183 0.141631 0.0505006
internal_weight=50 41 35 27 21 16 11
internal_count=50 41 35 27 21 16 11
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=9
num_cat=0
split_feature=2 1 4 0 1 4 2 2
split_gain=444.908 224.941 98.2914 53.8689 108.604 48.2994 29.9871 19.2123
threshold=-1.0876390876876929 1.210882472298173 -1.0491283859284424 0.84790072773649194 0.15856863130268709 1.0000000180025095e-35 -1.0000000180025095e-35 0.73163264520239524
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.80779440005620329 0.36862654685974122 0.74162810325622563 -0.014136292934417708 0.25644741654396058 -0.47609864175319672 0.00018960237503051758 0.33178090095520019 -0.2913531589508056
leaf_weight=5.9999999999999991 6.9999999999999991 4.9999999999999991 5.0000000000000053 4.9999999999999991 5.9999999999999991 5.9999999999999991 4.9999999999999991 5
leaf_count=6 7 5 5 5 6 6 5 5
internal_value=7.15256e-10 0.110154 0.0291955 -0.045055 -0.100889 0.00631404 0.150913 -0.152745
internal_weight=50 44 39 32 27 21 11 10
internal_count=50 44 39 32 27 21 11 10
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=9
num_cat=0
split_feature=4 2 0 2 2 2 4 2
split_gain=398.909 716.372 445.192 298.942 169.976 152.583 174.548 10.6405
threshold=0.16360146753926 -0.38412323320339603 -0.36842702020826429 -0.71156090386493764 1.0000000180025095e-35 -0.17719590589868994 -0.49796589467327346 1.0407851742505756
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 -7
right_child=2 5 3 4 -6 6 -8 -9
leaf_value=-1.3352202606201162 1.0532469928264612 0.41901489794254254 0.68430984497070291 -0.67885337352752728 0.11060503522555032 0.17684120178222634 -0.60141631464163536 -0.020681762695312498
leaf_weight=5.0000000000000027 6.0000000000000027 6.0000000000000062 5.0000000000000009 4.9999999999999964 6 5.0000000000000053 5.999999999999992 6
leaf_count=5 6 6 5 5 6 5 6 6
internal_value=3.09944e-09 -0.250371 0.318654 0.043182 -0.24824 -0.0145345 -0.167552 0.0691014
internal_weight=50 28 22 16 11 23 17 11
internal_count=50 28 22 16 11 23 17 11
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=7
num_cat=0
split_feature=1 0 2 2 3 4
split_gain=406.74 755.49 282.016 140.35 154.231 108.378
threshold=-0.2718778136994025 -0.86704507427883382 0.73163264520239524 0.16141277407022728 -1.0000000180025095e-35 0.2785686560240353
decision_type=2 2 2 2 2 2
left_child=1 -1 3 4 -2 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=-1.408118464946746 0.54679635422570294 -0.29497986989361896 0.74795352816581728 -0.4122231817245483 -0.079062074422836304 0.22965811987717949
leaf_weight=5.0000000000000027 7.000000000000008 6.9999999999999991 7.9999999999999991 4.9999999999999991 9 8.9999999999999982
leaf_count=5 7 7 8 5 9 9
internal_value=-4.17233e-09 -0.335168 0.242708 0.0502333 0.194751 0.000128999
internal_weight=50 21 29 21 16 16
internal_count=50 21 29 21 16 16
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=8
num_cat=0
split_feature=2 0 4 2 0 1 0
split_gain=399.469 188.994 402.928 132.161 94.5356 49.5311 14.2229
threshold=-1.0876390876876929 -0.36842702020826429 0.16360146753926 -0.040931633459684376 1.0000000180025095e-35 0.43080465357440378 0.51987800109035698
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6
right_child=1 4 -4 -5 5 -7 -8
leaf_value=-0.76543291260798774 0.4791194444894788 -0.42234227061271645 1.1126872396469116 -0.16210323505931432 0.023775200173258772 0.30314858436584474 -0.17989958127339681
leaf_weight=5.9999999999999991 5.0000000000000027 6.0000000000000027 4.9999999999999991 8.9999999999999982 8.0000000000000018 4.9999999999999991 5.9999999999999991
leaf_count=6 5 6 5 9 8 5 6
internal_value=4.82798e-09 0.104377 0.342111 0.0669049 -0.0763003 0.0329762 -0.063514
internal_weight=50 44 19 14 25 19 14
internal_count=50 44 19 14 25 19 14
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=7
num_cat=0
split_feature=0 3 2 4 0 1
split_gain=366.992 239.667 81.3818 120.283 82.294 45.5648
threshold=-1.0760439797334687 0.70838686442447629 -0.71156090386493764 -0.63254246021596872 -0.20946905546239622 0.15856863130268709
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.57824760344293391 0.3000883230141233 0.58282838679022253 0.30465797583262128 -0.5571826648712157 0.07167318146675819 -0.29287756284077954
leaf_weight=8.9999999999999982 6.9999999999999956 8.9999999999999982 5.9999999999999991 5.0000000000000009 8.0000000000000053 6.0000000000000009
leaf_count=9 7 9 6 5 8 6
internal_value=-1.66893e-09 0.126932 -0.00128835 -0.0856738 -0.208936 -0.0845629
internal_weight=50 41 32 25 19 14
internal_count=50 41 32 25 19 14
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=2 0 4 2 0 1 1
split_gain=342.71 168.116 346.615 110.512 80.2016 136.855 17.2115
threshold=-1.0876390876876929 -0.36842702020826429 0.16360146753926 -0.040931633459684376 0.40439592967201315 0.43080465357440378 0.31462937185868217
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -6
right_child=1 4 -4 -5 6 -7 -8
leaf_value=-0.70897186199824025 0.44258922398090333 0.010694663226604458 1.035600414276123 -0.14376813769340516 0.011478798091411592 -0.6562231016159058 0.25440055370330805
leaf_weight=5.9999999999999991 5.0000000000000027 8.0000000000000018 4.9999999999999991 8.9999999999999982 6.9999999999999982 4.9999999999999991 5
leaf_count=6 5 8 5 9 7 5 5
internal_value=-1.3411e-09 0.096678 0.320897 0.0656452 -0.0737282 -0.245812 0.112696
internal_weight=50 44 19 14 25 13 12
internal_count=50 44 19 14 25 13 12
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=7
num_cat=0
split_feature=0 3 2 4 0 1
split_gain=342.505 180.826 90.5718 99.2375 66.8115 37.1456
threshold=-1.0760439797334687 0.70838686442447629 -0.71156090386493764 -0.63254246021596872 -0.20946905546239622 0.15856863130268709
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.5586235516601139 0.3291886244501388 0.51862176259358728 0.27677101691563927 -0.50351510286331169 0.0633971937000751 -0.26575539112091057
leaf_weight=8.9999999999999982 6.9999999999999956 8.9999999999999982 5.9999999999999991 5.0000000000000009 8.0000000000000053 6.0000000000000009
leaf_count=9 7 9 6 5 8 6
internal_value=1.19209e-09 0.122625 0.0112505 -0.0777722 -0.189733 -0.0776682
internal_weight=50 41 32 25 19 14
internal_count=50 41 32 25 19 14
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=8
num_cat=0
split_feature=1 4 2 3 2 0 3
split_gain=325.958 574.933 177.948 131.141 100.381 84.7696 1.77183
threshold=-0.2718778136994025 -0.49796589467327346 0.73163264520239524 -0.39654626906362794 -0.55131238677098737 -0.36842702020826429 -0.85059691262762416
decision_type=2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 -6 -3
right_child=2 3 -4 -5 5 -7 -8
leaf_value=-1.2360397648811332 0.45548542261123598 -0.18721343874931334 0.61861278787255292 0.36205622156461092 0.20315737298556727 -0.26083381341563344 -0.27139962844550608
leaf_weight=5.0000000000000027 5.0000000000000062 5 7.9999999999999991 5.9999999999999973 7.0000000000000027 8.9999999999999947 5
leaf_count=5 5 5 8 6 7 9 5
internal_value=-2.49594e-09 -0.300044 0.217273 -0.0075455 0.0643821 -0.0578377 -0.229307
internal_weight=50 21 29 16 21 16 10
internal_count=50 21 29 16 21 16 10
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=8
num_cat=0
split_feature=2 0 4 2 0 1 4
split_gain=298.335 148.391 272.565 95.111 77.3952 106.699 14.3996
threshold=-1.0876390876876929 -0.36842702020826429 0.16360146753926 -0.040931633459684376 0.40439592967201315 0.43080465357440378 -0.45784198568873996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -6
right_child=1 4 -4 -5 6 -7 -8
leaf_value=-0.66148134271303816 0.42420048847794506 -0.012452374398708339 0.934634895324707 -0.11976734370821052 -0.016374615728855131 -0.60132475376129157 0.20581896709544323
leaf_weight=5.9999999999999991 5.0000000000000027 8.0000000000000018 4.9999999999999991 8.9999999999999982 5 4.9999999999999991 6.9999999999999982
leaf_count=6 5 8 5 9 5 5 7
internal_value=-6.07222e-09 0.090202 0.300856 0.0745069 -0.0698953 -0.238942 0.113238
internal_weight=50 44 19 14 25 13 12
internal_count=50 44 19 14 25 13 12
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=7
num_cat=0
split_feature=0 3 2 4 1 3
split_gain=324.517 146.111 84.7399 85.7561 58.0544 26.4902
threshold=-1.0760439797334687 0.70838686442447629 -0.71156090386493764 -0.63254246021596872 0.31462937185868217 -0.85059691262762416
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.54375664525561873 0.32677894490105786 0.47532230748070614 0.26272036538769805 -0.22531320129831633 -0.46343609333038338 0.052649248763918813
leaf_weight=8.9999999999999982 6.9999999999999956 8.9999999999999982 5.9999999999999991 5.9999999999999991 4.9999999999999991 8.0000000000000089
leaf_count=9 7 9 6 6 5 8
internal_value=1.64658e-09 0.119361 0.0192472 -0.0668617 -0.17094 -0.0664775
internal_weight=50 41 32 25 19 14
internal_count=50 41 32 25 19 14
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=8
num_cat=0
split_feature=1 4 1 0 0 1 3
split_gain=287.193 488.594 137.971 111.836 140.447 140.047 93.0462
threshold=-0.61845030348710284 -0.084956517938758885 1.210882472298173 0.19750182258395857 -0.86704507427883382 0.43080465357440378 -0.47077010096660837
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -3
right_child=2 6 -4 5 -6 -7 -8
leaf_value=-1.1732215731590983 0.20646217390894886 -0.26756202220916747 0.59339567820231121 0.011598905069487436 -0.36939496017164636 0.70453431129455557 0.3425074227899314
leaf_weight=5.0000000000000009 8 4.9999999999999991 5.9999999999999991 6.9999999999999982 9.0000000000000036 5 4.9999999999999973
leaf_count=5 8 5 6 7 9 5 5
internal_value=-3.03984e-09 -0.366092 0.156897 0.0665864 -0.0984034 0.300322 0.0374727
internal_weight=50 15 35 29 17 12 10
internal_count=50 15 35 29 17 12 10
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=8
num_cat=0
split_feature=2 0 4 2 1 1 0
split_gain=266.347 128.568 200.138 97.5234 61.7062 10.3344 3.00731
threshold=-1.0876390876876929 -0.36842702020826429 0.16360146753926 -0.040931633459684376 0.73234170609168447 -0.61845030348710284 0.51987800109035698
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7
right_child=1 4 -4 -5 -6 6 -8
leaf_value=-0.62501384019851691 0.44145122051238989 -0.061985422484576662 0.82439291477203369 -0.10937205702066422 -0.34336486856142678 0.13512057463328042 0.030112066268920896
leaf_weight=5.9999999999999991 5.0000000000000027 8.0000000000000036 4.9999999999999991 8.9999999999999982 5.9999999999999991 6 5
leaf_count=6 5 8 5 9 6 6 5
internal_value=6.19888e-09 0.0852292 0.281309 0.0873505 -0.0637916 0.0244948 0.0873894
internal_weight=50 44 19 14 25 19 11
internal_count=50 44 19 14 25 19 11
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=8
num_cat=0
split_feature=0 2 2 1 2 1 2
split_gain=292.784 126.023 147.944 142.061 26.9924 23.7052 9.38088
threshold=-1.0760439797334687 -1.0876390876876929 1.3750788444935391 0.73234170609168447 -0.27866704415666288 -0.2718778136994025 0.61072026433129145
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.51648652950922658 0.58380893230438236 0.28297320365905743 0.50133411263426142 -0.43707175254821778 -0.10797268152236933 0.026119769215583802 0.21982967913150786
leaf_weight=8.9999999999999982 4.9999999999999991 5.0000000000000027 5.9999999999999991 6.9999999999999991 8.0000000000000036 5 5
leaf_count=9 5 5 6 7 8 5 5
internal_value=2.23517e-09 0.113375 0.0480371 -0.0426223 0.0774275 0.0203314 0.122975
internal_weight=50 41 36 30 23 18 10
internal_count=50 41 36 30 23 18 10
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=7
num_cat=0
split_feature=2 0 2 1 2 1
split_gain=247.55 115.531 101.658 104.8 30.6463 33.0529
threshold=-1.0876390876876929 -1.4338502000082858 1.3750788444935391 0.73234170609168447 -0.17719590589868994 -0.11802330931592557
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.60255512098471331 0.53471997737884525 0.20579351745545865 0.36934212871960237 -0.39336458955492293 -0.17945245914161198 0.099906602750221854
leaf_weight=5.9999999999999991 4.9999999999999991 7.9999999999999991 6.9999999999999991 6.9999999999999991 8.0000000000000018 9.0000000000000018
leaf_count=6 5 8 7 7 8 9
internal_value=-3.47197e-09 0.0821666 0.0241469 -0.0513645 0.0443955 -0.0315565
internal_weight=50 44 39 32 25 17
internal_count=50 44 39 32 25 17
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=7
num_cat=0
split_feature=0 2 3 4 0 1
split_gain=270.038 140.95 89.1379 54.7669 66.5932 48.9006
threshold=-1.4338502000082858 -1.0876390876876929 0.70838686442447629 -0.63254246021596872 -0.20946905546239622 0.15856863130268709
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.62932928005854294 0.58568354606628414 0.16298703174106777 0.29775079091389978 -0.39723290119852317 0.1237255541193816 -0.24483253179738917
leaf_weight=5.9999999999999991 4.9999999999999991 7.9999999999999991 8.9999999999999982 7.0000000000000027 9.0000000000000018 5.9999999999999991
leaf_count=6 5 8 9 7 9 6
internal_value=-1.79932e-09 0.0858176 0.0217323 -0.0610733 -0.14255 -0.0236977
internal_weight=50 44 39 30 22 15
internal_count=50 44 39 30 22 15
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=8
num_cat=0
split_feature=1 2 4 0 2 4 3
split_gain=247.97 454.289 232.059 86.2676 42.7784 23.9539 20.3116
threshold=0.43080465357440378 -0.71156090386493764 0.16360146753926 -0.7124584624065109 1.0407851742505756 0.41191662906970489 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 -5
right_child=2 3 -4 4 -6 -7 -8
leaf_value=-1.0282756173610688 -0.0277476653456688 0.26032233834266666 0.76065933363778249 0.20736060470342621 -0.365037659406662 -0.1878976384798686 -0.077677188310772083
leaf_weight=4.9999999999999991 7.9999999999999982 8.9999999999999982 7 5.0000000000000027 4.9999999999999991 5.9999999999999991 5.0000000000000062
leaf_count=5 8 9 7 5 5 6 5
internal_value=-1.49943e-09 -0.14579 0.340176 0.00129147 -0.109722 -0.0299355 0.0648417
internal_weight=50 35 15 30 21 16 10
internal_count=50 35 15 30 21 16 10
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=7
num_cat=0
split_feature=0 3 2 4 1 3
split_gain=231.079 127.297 67.4035 57.9093 45.1152 16.219
threshold=-1.0760439797334687 0.70838686442447629 -0.71156090386493764 -0.63254246021596872 0.31462937185868217 -0.85059691262762416
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5
right_child=1 -3 3 4 -6 -7
leaf_value=-0.45884459813435874 0.28155103410993315 0.43297644721137152 0.20131357473631703 -0.18724486486365399 -0.41289661407470701 0.03025340959429737
leaf_weight=8.9999999999999982 6.9999999999999956 8.9999999999999982 5.9999999999999991 5.9999999999999991 4.9999999999999991 8.0000000000000089
leaf_count=9 7 9 6 6 5 8
internal_value=6.92159e-09 0.100722 0.00727543 -0.0695217 -0.155049 -0.0629601
internal_weight=50 41 32 25 19 14
internal_count=50 41 32 25 19 14
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=9
num_cat=0
split_feature=4 4 1 2 0 0 3 0
split_gain=223.961 429.977 151.32 121.179 39.3101 87.5759 13.9301 9.8754
threshold=-0.89539029446349039 -1.194035342210819 1.210882472298173 -0.71156090386493764 0.19750182258395857 -0.86704507427883382 -1.0000000180025095e-35 -0.20946905546239622
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6 -7
right_child=2 -3 -4 4 6 7 -8 -9
leaf_value=0.22197371050715442 0.49472860813140906 -0.97521273046731971 0.6315909099578858 0.15970127085844676 -0.01064476470152537 -0.42292925357818612 0.20483990907669072 -0.22417915582656814
leaf_weight=6 4.9999999999999956 5.9999999999999982 4.9999999999999991 5.9999999999999991 6 4.9999999999999991 5.9999999999999982 5.0000000000000098
leaf_count=6 5 6 5 6 6 5 6 5
internal_value=-1.69873e-09 -0.37662 0.118932 0.041257 -0.0397201 -0.142333 0.0970976 -0.323554
internal_weight=50 12 38 33 28 16 12 10
internal_count=50 12 38 33 28 16 12 10
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=8
num_cat=0
split_feature=2 0 2 1 2 1 2
split_gain=231.755 127.99 80.7542 116.706 26.6436 31.7752 8.25671
threshold=-1.0876390876876929 -1.4338502000082858 1.3750788444935391 0.73234170609168447 -0.27866704415666288 -0.2718778136994025 0.61072026433129145
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.58301515181859331 0.55583270072937008 0.23589393297831218 0.32609777599573136 -0.40977280821119044 -0.14214276075363153 0.025990962386131272 0.20772382616996762
leaf_weight=5.9999999999999991 4.9999999999999991 5.9999999999999991 6.9999999999999991 6.9999999999999991 9.0000000000000018 5.0000000000000018 5
leaf_count=6 5 6 7 7 9 5 5
internal_value=1.2219e-09 0.0795021 0.018434 -0.0488674 0.0521861 -0.00582689 0.116857
internal_weight=50 44 39 32 25 19 10
internal_count=50 44 39 32 25 19 10
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=7
num_cat=0
split_feature=4 2 2 0 3 0
split_gain=215.617 132.311 105.628 61.4968 104.197 64.9298
threshold=-1.0491283859284424 -0.71156090386493764 1.3750788444935391 0.40439592967201315 0.70838686442447629 -0.36842702020826429
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.44322763532400133 0.5311691999435425 0.1842324420809745 0.44844568580389021 0.17069617377387153 -0.54020386219024663 -0.2186625793576239
leaf_weight=8.9999999999999982 5.9999999999999991 8.0000000000000018 4.9999999999999991 8.9999999999999982 4.9999999999999991 8.0000000000000053
leaf_count=9 6 8 5 9 5 8
internal_value=1.3113e-09 0.0972939 0.0229152 -0.0480065 -0.141736 -0.0172151
internal_weight=50 41 35 30 21 16
internal_count=50 41 35 30 21 16
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=8
num_cat=0
split_feature=2 0 3 4 1 2 4
split_gain=215.035 104.47 67.4435 45.0665 45.5761 51.2206 9.65292
threshold=-1.0876390876876929 -1.4338502000082858 0.70838686442447629 -0.63254246021596872 0.31462937185868217 0.61072026433129145 0.41191662906970489
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.56159065266450248 0.50692459106445309 0.1526315975934267 0.261499912208981 0.15526327580834404 -0.38992618083953862 -0.31537848114967348 -0.02411457300186157
leaf_weight=5.9999999999999991 4.9999999999999991 7.9999999999999991 8.9999999999999982 6.0000000000000089 4.9999999999999991 4.9999999999999991 6
leaf_count=6 5 8 9 6 5 5 6
internal_value=-1.26287e-09 0.0765805 0.0214082 -0.0506193 -0.124529 -0.0464706 0.0655744
internal_weight=50 44 39 30 22 17 12
internal_count=50 44 39 30 22 17 12
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=8
num_cat=0
split_feature=0 3 3 2 1 4 3
split_gain=227.794 528.849 190.821 60.7116 34.9193 19.7934 11.1709
threshold=-0.86704507427883382 0.3957576846906804 0.70838686442447629 -0.71156090386493764 0.31462937185868217 -0.49796589467327346 -0.85059691262762416
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.18123406597546171 0.26209025893892562 -1.165315918922424 0.55389254391193388 0.1661113654077051 -0.28165791134039558 -0.18486404240131363 0.010839975199529105
leaf_weight=6.9999999999999982 6.9999999999999991 5 7.9999999999999991 5.0000000000000062 5.9999999999999991 5.0000000000000036 6.9999999999999982
leaf_count=7 7 5 8 5 6 5 7
internal_value=8.9407e-11 -0.379828 0.119946 0.00422669 -0.0742535 -0.00105197 -0.0707034
internal_weight=50 12 38 30 23 17 12
internal_count=50 12 38 30 23 17 12
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=8
num_cat=0
split_feature=0 2 2 1 2 0 4
split_gain=202.831 104.261 73.5029 80.2766 23.7556 34.576 18.0138
threshold=-1.4338502000082858 -1.0876390876876929 1.3750788444935391 0.73234170609168447 0.16141277407022728 0.19750182258395857 0.41191662906970489
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.54542257189750676 0.50429022073745722 0.24386986057673174 0.31278406466756548 -0.34427332026617874 -0.23094757907092578 0.096193162245409816 -0.0046492719650268553
leaf_weight=5.9999999999999991 4.9999999999999991 7.0000000000000018 6.9999999999999991 6.9999999999999991 5.9999999999999982 7 5
leaf_count=6 5 7 7 7 6 7 5
internal_value=4.17233e-09 0.0743758 0.0192586 -0.0449501 0.0388604 -0.0547949 0.14032
internal_weight=50 44 39 32 25 13 12
internal_count=50 44 39 32 25 13 12
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=0
split_feature=1 2 2 0 2 1 3
split_gain=206.624 371.344 152.841 61.8639 40.7914 17.5847 12.1571
threshold=0.43080465357440378 -0.71156090386493764 -1.0000000180025095e-35 -0.7124584624065109 1.0407851742505756 -1.0099659532638887 -0.39654626906362794
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 -7
right_child=2 3 -4 4 -6 6 -8
leaf_value=-0.93094679832458493 0.049890191025204131 0.21925080683496267 0.70147158006827048 -0.17169726759195317 -0.34342836022377016 0.16964032888412464 -0.041489646583795531
leaf_weight=4.9999999999999991 8.9999999999999982 8.9999999999999982 5.9999999999999991 5.0000000000000027 4.9999999999999991 5.0000000000000027 6.0000000000000027
leaf_count=5 9 9 6 5 5 5 6
internal_value=1.90735e-09 -0.133081 0.310523 -0.00010357 -0.0941126 -0.0162014 0.0544785
internal_weight=50 35 15 30 21 16 11
internal_count=50 35 15 30 21 16 11
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=7
num_cat=0
split_feature=0 3 2 4 0 1
split_gain=187.524 102.346 51.0381 40.502 33.0827 28.319
threshold=-1.0760439797334687 0.70838686442447629 -0.71156090386493764 -0.63254246021596872 -0.20946905546239622 0.15856863130268709
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6
right_child=1 -3 3 4 5 -7
leaf_value=-0.41334585547447206 0.24561224835259587 0.38865338828828605 0.166618466625611 -0.35221050620079031 0.070619355072267284 -0.21677778412898374
leaf_weight=8.9999999999999982 6.9999999999999956 8.9999999999999982 5.9999999999999991 5.0000000000000009 8.0000000000000053 6.0000000000000009
leaf_count=9 7 9 6 5 8 6
internal_value=-1.23307e-09 0.0907345 0.00694475 -0.0598821 -0.131409 -0.0525508
internal_weight=50 41 32 25 19 14
internal_count=50 41 32 25 19 14
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=8
num_cat=0
split_feature=2 0 2 1 2 1 2
split_gain=171.281 114.92 61.3614 77.2081 19.696 23.11 6.72665
threshold=-1.0876390876876929 -1.4338502000082858 1.3750788444935391 0.73234170609168447 -0.27866704415666288 -0.2718778136994025 0.61072026433129145
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=-0.50121014316876733 0.51970265865325926 0.1919576128323873 0.27866987644561697 -0.34173243386404861 -0.13212392313612828 0.0067393711209297151 0.17077166199684141
leaf_weight=5.9999999999999991 4.9999999999999991 5.9999999999999991 6.9999999999999991 6.9999999999999991 9.0000000000000018 5.0000000000000018 5
leaf_count=6 5 6 7 7 9 5 5
internal_value=1.33365e-09 0.0683468 0.0104807 -0.0481857 0.0340074 -0.0158716 0.0887555
internal_weight=50 44 39 32 25 19 10
internal_count=50 44 39 32 25 19 10
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=7
num_cat=0
split_feature=4 2 1 3 3 4
split_gain=176.928 133.686 100.604 68.2413 19.5519 30.0656
threshold=-1.0491283859284424 -0.71156090386493764 1.0663725553828611 0.64954893519709422 1.0000000180025095e-35 0.63358282442948066
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.40149812052647277 0.52425738573074343 0.049906115937564069 0.38610124588012695 -0.36408712863922121 0.12959578434626262 -0.25593261361122133
leaf_weight=8.9999999999999982 5.9999999999999991 9.0000000000000053 5.9999999999999991 5.9999999999999991 8.9999999999999982 4.9999999999999991
leaf_count=9 6 9 6 6 9 5
internal_value=-6.48201e-10 0.0881337 0.0133697 -0.0637472 0.0146023 -0.059322
internal_weight=50 41 35 29 23 14
internal_count=50 41 35 29 23 14
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=8
num_cat=0
split_feature=3 3 3 2 0 2 1
split_gain=171.914 384.123 62.2019 34.9176 37.4732 40.5658 19.6019
threshold=0.70838686442447629 0.49725349818642289 1.0443616471974486 0.16141277407022728 -0.36842702020826429 -0.71156090386493764 0.15856863130268709
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 -5
right_child=2 -3 -4 6 5 -7 -8
leaf_value=0.35863877475261691 0.56622269948323578 -0.83448801015814156 0.088652038574218744 0.0037059920529524484 0.23626970648765577 -0.10770239401608697 -0.2432430112361908
leaf_weight=4.9999999999999991 5.9999999999999982 5.9999999999999991 5 8.9999999999999982 5.9999999999999956 8.0000000000000053 4.9999999999999991
leaf_count=5 6 6 5 9 6 8 5
internal_value=3.23355e-09 -0.0984768 0.349145 0.0353434 0.123642 0.0397142 -0.0844901
internal_weight=50 39 11 33 19 14 14
internal_count=50 39 11 33 19 14 14
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=8
num_cat=0
split_feature=0 3 3 2 1 4 1
split_gain=180.592 413.005 131.11 31.8806 27.8168 18.88 12.2487
threshold=-0.86704507427883382 0.3957576846906804 0.70838686442447629 -0.71156090386493764 0.31462937185868217 -0.49796589467327346 -0.42979850956861121
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7
right_child=2 -3 -4 4 -6 6 -8
leaf_value=0.15762470651950158 0.19773829494203843 -1.0323400926589963 0.46649967730045322 0.18260235786437962 -0.23110676941772304 0.036702514040682976 -0.16822534069418912
leaf_weight=6.9999999999999982 6.9999999999999991 5 7.9999999999999991 5.0000000000000062 5.9999999999999991 7.0000000000000036 4.9999999999999982
leaf_count=7 7 5 8 5 6 7 5
internal_value=6.59376e-10 -0.338194 0.106798 0.0108777 -0.045993 0.0193413 -0.0486841
internal_weight=50 12 38 30 23 17 12
internal_count=50 12 38 30 23 17 12
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=8
num_cat=0
split_feature=2 0 2 1 2 0 4
split_gain=168.549 81.3709 60.0395 76.973 13.0972 37.1453 11.3388
threshold=-1.0876390876876929 -1.4338502000082858 1.3750788444935391 0.73234170609168447 0.16141277407022728 0.19750182258395857 0.41191662906970489
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3
right_child=1 2 -4 -5 5 -7 -8
leaf_value=-0.49719764490922291 0.44760017871856689 0.20063394962676928 0.2843919490064894 -0.33202333109719412 -0.20897666315237684 0.13010078870824404 0.0034643292427062981
leaf_weight=5.9999999999999991 4.9999999999999991 7.0000000000000018 6.9999999999999991 6.9999999999999991 5.9999999999999982 7 5
leaf_count=6 5 7 7 7 6 7 5
internal_value=3.70294e-09 0.0677997 0.0191073 -0.0389237 0.0431442 -0.0263965 0.11848
internal_weight=50 44 39 32 25 13 12
internal_count=50 44 39 32 25 13 12
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=0 2 2 4 2 1 0
split_gain=178.312 87.0423 57.8215 102.44 73.2957 37.7694 19.7298
threshold=-1.0760439797334687 -1.0876390876876929 -0.38412323320339603 0.31826064409303889 -0.17719590589868994 0.31462937185868217 0.19750182258395857
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.40306565794679855 0.47944432973861695 -0.22377771990639836 0.32698891878128028 0.42963721241269798 -0.12071919100625157 -0.33947878524661068 0.13936730742454526
leaf_weight=8.9999999999999982 4.9999999999999991 6.9999999999999956 5.0000000000000027 6.9999999999999991 7.0000000000000089 4.9999999999999991 5
leaf_count=9 5 7 5 7 7 5 5
internal_value=8.49366e-10 0.0884778 0.0341769 0.0964418 -0.00957487 -0.108564 -0.0123498
internal_weight=50 41 36 29 22 17 12
internal_count=50 41 36 29 22 17 12
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=8
num_cat=0
split_feature=1 0 4 0 0 2 1
split_gain=162.899 326.796 76.4129 72.5796 70.9264 61.9129 61.8018
threshold=-0.2718778136994025 -0.86704507427883382 0.2785686560240353 -0.36842702020826429 0.19750182258395857 0.61072026433129145 0.43080465357440378
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 -6
right_child=3 2 -4 4 6 -7 -8
leaf_value=-0.91778449743986068 0.13939623634020482 -0.23938518932887487 0.20114233460691244 -0.2901502037048338 -0.082472984492778789 0.61585602104663839 0.35489557598318372
leaf_weight=5.0000000000000027 6.0000000000000018 6.9999999999999991 8.9999999999999982 5.0000000000000027 5.9999999999999982 5 7
leaf_count=5 6 7 9 5 6 5 7
internal_value=-3.42727e-09 -0.212111 0.00841154 0.153598 0.0299267 0.355969 0.153033
internal_weight=50 21 16 29 18 11 13
internal_count=50 21 16 29 18 11 13
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=7
num_cat=0
split_feature=2 0 2 1 2 1
split_gain=157.066 79.4844 48.0929 58.6966 14.8204 19.5302
threshold=-1.0876390876876929 -1.4338502000082858 1.3750788444935391 0.73234170609168447 -0.17719590589868994 -0.11802330931592557
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.47996228436628985 0.44082151412963866 0.14929075613617898 0.254753916444523 -0.29056128093174527 -0.129450687021017 0.085288584563467218
leaf_weight=5.9999999999999991 4.9999999999999991 7.9999999999999991 6.9999999999999991 6.9999999999999991 8.0000000000000018 9.0000000000000018
leaf_count=6 5 8 7 7 8 9
internal_value=2.54065e-09 0.0654494 0.0173248 -0.0346128 0.0370527 -0.0157652
internal_weight=50 44 39 32 25 17
internal_count=50 44 39 32 25 17
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
num_cat=0
split_feature=0 2 2 1 2 4 0
split_gain=161.298 88.334 39.9961 83.8056 26.9314 11.8553 6.89657
threshold=-1.4338502000082858 -1.0876390876876929 -0.38412323320339603 1.0663725553828611 1.0407851742505756 -0.63254246021596872 0.40439592967201315
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.48638519992431006 0.46204233169555664 -0.20093001212392536 0.18575383543968188 0.43901757985353473 -0.17550033160618372 -0.064537835121154755 0.071377465594559916
leaf_weight=5.9999999999999991 4.9999999999999991 6.9999999999999991 5.0000000000000027 4.9999999999999991 6.9999999999999991 7.0000000000000027 7.9999999999999991
leaf_count=6 5 7 5 5 7 7 8
internal_value=1.63913e-10 0.0663253 0.0155923 0.0629566 -0.00668438 0.0524012 0.00795033
internal_weight=50 44 39 32 27 20 15
internal_count=50 44 39 32 27 20 15
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=7
num_cat=0
split_feature=2 0 2 1 2 1
split_gain=145.759 82.4577 39.523 52.1755 13.4343 14.5102
threshold=-1.0876390876876929 -1.4338502000082858 1.3750788444935391 0.73234170609168447 -0.17719590589868994 -0.11802330931592557
decision_type=2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6
right_child=1 2 -4 -5 5 -7
leaf_value=-0.4623631795247396 0.44537788391113281 0.14137778487056493 0.22927087460245407 -0.27436253045286452 -0.11376163219101723 0.071333542466163607
leaf_weight=5.9999999999999991 4.9999999999999991 7.9999999999999991 6.9999999999999991 6.9999999999999991 8.0000000000000018 9.0000000000000018
leaf_count=6 5 8 7 7 8 9
internal_value=-2.89828e-09 0.0630495 0.0140331 -0.0330502 0.0345172 -0.0157701
internal_weight=50 44 39 32 25 17
internal_count=50 44 39 32 25 17
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=0 2 3 2 0 0 1
split_gain=148.796 89.5229 34.1511 66.9286 64.777 16.1895 22.0534
threshold=-1.4338502000082858 -1.0876390876876929 0.3957576846906804 1.3750788444935391 0.19750182258395857 -0.20946905546239622 0.15856863130268709
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.46715543319781622 0.46207441329956062 -0.18311045928858216 -0.20535713561943592 0.42647062540054326 0.26590969204902642 0.088766065157122098 -0.17317040443420406
leaf_weight=5.9999999999999991 4.9999999999999991 8 7.0000000000000018 4.9999999999999991 5 8.9999999999999982 5.0000000000000009
leaf_count=6 5 8 7 5 5 9 5
internal_value=-9.68575e-11 0.063703 0.0126298 0.119082 -0.00899596 -0.0696291 -0.00478267
internal_weight=50 44 39 17 12 22 14
internal_count=50 44 39 17 12 22 14
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=8
num_cat=0
split_feature=1 2 2 0 2 4 3
split_gain=146.062 261.952 89.7575 57.2914 38.4328 12.1976 9.31053
threshold=0.43080465357440378 -0.71156090386493764 -1.0000000180025095e-35 -0.7124584624065109 1.0407851742505756 0.41191662906970489 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 -5
right_child=2 3 -4 4 -6 -7 -8
leaf_value=-0.78201095461845405 0.061348773704634776 0.2108879049619039 0.56067467530568438 0.14907570865936567 -0.33267297506332399 -0.12776747345924377 -0.043906423747539461
leaf_weight=4.9999999999999991 8.9999999999999982 8.9999999999999982 5.9999999999999991 5.0000000000000027 4.9999999999999991 5.9999999999999991 5.0000000000000062
leaf_count=5 9 9 6 5 5 6 5
internal_value=1.90455e-09 -0.111891 0.261079 -0.000204405 -0.0906725 -0.0150474 0.0525846
internal_weight=50 35 15 30 21 16 10
internal_count=50 35 15 30 21 16 10
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=8
num_cat=0
split_feature=4 2 3 2 4 3 0
split_gain=140.184 406.594 87.3008 86.4096 44.605 41.9924 7.15038
threshold=0.2785686560240353 -0.71156090386493764 0.49725349818642289 -0.17719590589868994 -0.63254246021596872 -0.72420452449010353 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 5 -3 -5 -2 -6
right_child=2 3 -4 4 6 -7 -8
leaf_value=-0.9569370210170739 0.2955925917625426 0.30118501652032115 0.5294000655412674 0.082193814963102269 -0.31916445612907463 -0.073832927644252769 -0.15004465758800506
leaf_weight=5.0000000000000027 5.0000000000000009 8.0000000000000053 5.9999999999999991 8.0000000000000053 4.9999999999999911 8 5
leaf_count=5 5 8 6 8 5 8 5
internal_value=-1.81794e-09 -0.131087 0.213879 0.0277302 -0.0938053 0.0682538 -0.234605
internal_weight=50 31 19 26 18 13 10
internal_count=50 31 19 26 18 13 10
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=8
num_cat=0
split_feature=1 4 4 2 3 4 4
split_gain=125.162 231.3 76.9166 30.2616 59.7506 17.4714 11.954
threshold=0.43080465357440378 -1.0491283859284424 0.16360146753926 0.16141277407022728 -0.39654626906362794 -0.63254246021596872 0.16360146753926
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 -7
right_child=2 3 -4 5 -6 6 -8
leaf_value=-0.73327090620994573 0.029858914017677315 -0.082260374724864957 0.48376035690307612 0.070596534609794592 0.34778881271680184 -0.26998889417387545 -0.067541079861777167
leaf_weight=4.9999999999999991 7.9999999999999982 7 7 5.0000000000000009 6.0000000000000018 5 7
leaf_count=5 8 7 7 5 6 5 7
internal_value=3.51574e-09 -0.103577 0.24168 0.00137203 0.116224 -0.0864558 -0.151894
internal_weight=50 35 15 30 13 17 12
internal_count=50 35 15 30 13 17 12
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=8
num_cat=0
split_feature=0 2 3 2 0 1 4
split_gain=117.052 99.729 34.503 54.4753 45.8469 23.5376 11.137
threshold=-1.4338502000082858 -0.71156090386493764 0.3957576846906804 1.3750788444935391 0.19750182258395857 0.15856863130268709 0.41191662906970489
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 -3
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.41433919072151187 0.37586817741394046 0.036684848368167863 -0.19171869754791254 0.36634749889373786 0.20475262105464931 -0.29331697136163715 -0.14354567329088849
leaf_weight=5.9999999999999991 7.9999999999999991 8.0000000000000018 7.0000000000000018 4.9999999999999991 5 4.9999999999999991 5.9999999999999991
leaf_count=6 8 8 7 5 5 5 6
internal_value=-2.35438e-09 0.0565008 -0.0144697 0.0890276 -0.0265223 -0.107073 -0.0405568
internal_weight=50 44 36 17 12 19 14
internal_count=50 44 36 17 12 19 14
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=0
split_feature=3 3 3 0 2 1 3
split_gain=116.953 311.272 38.3595 33.5864 51.6516 20.6324 8.14464
threshold=0.70838686442447629 0.49725349818642289 1.0443616471974486 -0.86704507427883382 -0.71156090386493764 0.15856863130268709 -0.85059691262762416
decision_type=2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 -6
right_child=2 -3 -4 4 5 -7 -8
leaf_value=0.21758017651736747 0.45844673713048306 -0.74377504127720995 0.083411540985107405 0.21266465357371739 -0.11631960391998289 -0.24167606234550476 0.056491471827030099
leaf_weight=7.9999999999999956 5.9999999999999982 5.9999999999999991 5 6.9999999999999991 5 6.9999999999999991 6.0000000000000089
leaf_count=8 6 6 5 7 5 7 6
internal_value=4.84288e-09 -0.081224 0.287976 0.0392398 -0.0178292 -0.107466 -0.022059
internal_weight=50 39 11 33 25 18 11
internal_count=50 39 11 33 25 18 11
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=8
num_cat=0
split_feature=2 0 2 1 2 4 0
split_gain=110.813 75.2829 27.1309 50.8047 28.6958 12.918 4.52605
threshold=-1.0876390876876929 -1.4338502000082858 -0.38412323320339603 1.0663725553828611 1.0407851742505756 -0.63254246021596872 0.40439592967201315
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.40314488013585409 0.42029070615768432 -0.17019153152193345 0.19311754107475268 0.33995052456855773 -0.18133213349751065 -0.051207129444394775 0.058898888155817987
leaf_weight=5.9999999999999991 4.9999999999999991 6.9999999999999991 5.0000000000000027 4.9999999999999991 6.9999999999999991 7.0000000000000027 7.9999999999999991
leaf_count=6 5 7 5 5 7 7 8
internal_value=2.44379e-09 0.0549743 0.00813887 0.0471486 -0.00707393 0.0539164 0.00751608
internal_weight=50 44 39 32 27 20 15
internal_count=50 44 39 32 27 20 15
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=0 2 3 2 0 1 0
split_gain=115.151 84.6125 28.4097 44.2198 50.2812 17.1567 10.4006
threshold=-1.4338502000082858 -0.71156090386493764 0.3957576846906804 1.3750788444935391 0.19750182258395857 0.15856863130268709 -0.20946905546239622
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 -3
right_child=1 2 3 -5 -6 -7 -8
leaf_value=-0.41096027493476872 0.35020930171012882 -0.13609704077243806 -0.19252356120518269 0.33443985223770145 0.22267847657203671 -0.25236781001091008 0.038072730321437105
leaf_weight=5.9999999999999991 7.9999999999999991 5.9999999999999991 7.0000000000000018 4.9999999999999991 5 4.9999999999999991 8.0000000000000018
leaf_count=6 8 6 7 5 5 5 8
internal_value=5.51343e-10 0.05604 -0.00933091 0.0845839 -0.0195227 -0.09336 -0.0365715
internal_weight=50 44 36 17 12 19 14
internal_count=50 44 36 17 12 19 14
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=8
num_cat=0
split_feature=2 0 2 1 2 4 0
split_gain=101.149 75.9102 23.4854 42.2363 28.33 11.3844 3.09039
threshold=-1.0876390876876929 -1.4338502000082858 -0.38412323320339603 1.0663725553828611 1.0407851742505756 -0.63254246021596872 0.40439592967201315
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.3851651469866435 0.41935765743255615 -0.16042541691235135 0.18362556874752034 0.30875832319259644 -0.18079631669180735 -0.039135041407176413 0.051847594417631628
leaf_weight=5.9999999999999991 4.9999999999999991 6.9999999999999991 5.0000000000000027 4.9999999999999991 6.9999999999999991 7.0000000000000027 7.9999999999999991
leaf_count=6 5 7 5 5 7 7 8
internal_value=3.9041e-09 0.0525225 0.00549238 0.0417869 -0.00765226 0.0529482 0.00938903
internal_weight=50 44 39 32 27 20 15
internal_count=50 44 39 32 27 20 15
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=8
num_cat=0
split_feature=0 2 2 4 3 2 1
split_gain=108.215 83.6953 19.0232 36.5826 67.6985 50.4471 37.1908
threshold=-1.4338502000082858 -1.0876390876876929 -0.38412323320339603 0.2785686560240353 -1.0000000180025095e-35 -0.040931633459684376 0.31462937185868217
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.39839132527510324 0.43951306581497196 -0.14438286764281136 0.1658430015668273 -0.063992021083831771 0.45638668656349196 -0.027463251393702284 -0.36761709928512576
leaf_weight=5.9999999999999991 4.9999999999999991 6.9999999999999991 7.9999999999999991 5 4.9999999999999982 9.0000000000000018 4.9999999999999991
leaf_count=6 5 7 8 5 5 9 5
internal_value=-2.30223e-09 0.0543261 0.00494314 0.0376082 0.196197 -0.0344778 -0.148947
internal_weight=50 44 39 32 10 22 14
internal_count=50 44 39 32 10 22 14
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_2=202
Column_1=164
Column_4=121
Column_0=116
Column_3=89

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 5]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 7719]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2437]
[extra_trees: 0]
[extra_seed: 11797]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[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: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 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: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
