tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=9
objective=regression
feature_names=OverallQual GrLivArea TotalBsmtSF YearBuilt MasVnrArea Neighborhood BsmtFinType1 GarageType BsmtExposure SaleCondition
feature_infos=[0:1] [0:0.81801055011303692] [0:0.52471358428805237] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1]
tree_sizes=4428 4530 4513 4490 4461 4466 4482 4461 4457 4512 4523 4462 4529 4483 4500 4498 4526 4473 4562 4517 4285 4128 4964 4486 3754 4519 4268 4759 4987 4444 4584 4382 3545 4490 3713 4337 4660 3632 4335 3852 3908 3104 4681 3915 3417 3199 3475 3135 3871 3747 3406 3874 3031 4378 3981 2206 3279 2116 3783 3445 2986 3309 3531 3235 2180 2800 3448 2724 2475 3124 3412 3041 2875 3102 3277 3508 1718 2283 3023 2901 3197

Tree=0
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split_feature=0 0 0 1 1 2 1 1 0 2 5 2 2 2 6 1 3 6 2 7 3 3 2 3 5 1 2 1 0 2 2 8 7 6 1 1 2 1 6 1 1 2 1 3 1 3 1
split_gain=3.26905e+12 8.69208e+11 4.14124e+11 2.91432e+11 1.50417e+11 1.12162e+11 1.03636e+11 8.81143e+10 6.82629e+10 6.52752e+10 6.41051e+10 6.33926e+10 4.06734e+10 3.98297e+10 3.9035e+10 3.85035e+10 3.3646e+10 2.85557e+10 2.209e+10 2.02755e+10 1.69751e+10 1.62698e+10 1.27095e+10 1.11042e+10 1.02491e+10 9.61172e+09 9.54479e+09 9.47721e+09 8.95144e+09 7.35484e+09 7.13518e+09 6.95803e+09 6.69433e+09 6.59282e+09 6.38193e+09 6.11494e+09 4.3641e+09 4.25839e+09 3.48379e+09 3.39381e+09 3.08417e+09 2.90778e+09 2.5887e+09 2.02615e+09 1.49627e+09 1.44751e+09 9.92013e+08
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leaf_count=13 6 36 1 14 3 112 1 1 29 2 9 14 14 1 48 27 17 59 3 36 104 39 23 19 7 10 150 35 84 1 21 24 31 12 2 13 22 15 28 1 17 6 6 29 2 2 19
internal_value=180809 179682 187009 178809 182194 178016 185582 191211 180063 181321 193409 193929 184214 183885 177444 180715 187077 179147 187283 180591 180330 182771 182633 179125 182195 184988 177996 181090 176786 178867 178615 180291 184360 185133 183829 185965 179861 182594 188381 180729 185622 181782 183381 181882 179672 180179 188153
internal_weight=0 989 179 734 255 449 135 44 285 169 24 23 72 86 295 167 63 118 61 109 133 44 60 154 34 42 163 71 132 113 80 38 32 45 14 30 41 27 31 2 31 12 29 31 38 5 20
internal_count=1168 989 179 734 255 449 135 44 285 169 24 23 72 86 295 167 63 118 61 109 133 44 60 154 34 42 163 71 132 113 80 38 32 45 14 30 41 27 31 2 31 12 29 31 38 5 20
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=0 0 0 1 1 2 1 1 0 2 5 2 2 2 0 1 3 6 2 6 7 5 3 2 3 2 8 1 1 2 8 7 6 1 1 1 2 2 1 1 1 6 1 3 1 3 4
split_gain=2.96549e+12 7.8673e+11 3.7663e+11 2.6329e+11 1.36098e+11 1.01425e+11 9.38401e+10 8.05347e+10 6.174e+10 5.93259e+10 5.71844e+10 5.01529e+10 3.68785e+10 3.62312e+10 3.57414e+10 3.48469e+10 3.0543e+10 2.58136e+10 1.99079e+10 1.86028e+10 1.83411e+10 1.62341e+10 1.47849e+10 1.15323e+10 9.97869e+09 9.7149e+09 8.94832e+09 1.13153e+10 8.57513e+09 6.80439e+09 6.56166e+09 6.53461e+09 5.93928e+09 5.78203e+09 5.59896e+09 4.74005e+09 3.9581e+09 3.91705e+09 3.21569e+09 3.08485e+09 2.7744e+09 2.74044e+09 2.4943e+09 1.93507e+09 1.35924e+09 1.34059e+09 9.30893e+08
threshold=0.72222222222222232 0.61111111111111127 0.83333333333333337 0.19696684250188398 0.27976639035418244 0.16489361702127661 0.29935945742275816 0.31527882441597593 0.50000000000000011 0.21440261865793783 0.60416666666666685 0.27512274959083477 0.24378068739770872 0.17389525368248773 0.3888888888888889 0.30077241899020352 0.43115942028985516 0.41666666666666669 0.20000000000000004 0.41666666666666669 0.41666666666666669 0.27083333333333343 0.48188405797101458 0.24378068739770872 0.75724637681159435 0.16808510638297874 0.37500000000000006 0.33223436322532035 0.22795779954785231 0.26096563011456636 0.37500000000000006 0.25000000000000006 0.91666666666666685 0.27449133383571972 0.38413715146948008 0.090523737754333103 0.18927986906710312 0.1270867430441899 0.50791258477769419 0.17840994724943485 0.2461379050489827 0.25000000000000006 0.25499246420497368 0.82246376811594213 0.27628108515448385 0.33695652173913049 0.38125000000000003
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leaf_value=-5219.2619163766294 205.70535848648808 -271.91587133842017 7028.9033294160472 -34.910021682012648 -1157.3585333440722 -1884.3669733340823 -1522.3661569148937 101.92606746592402 624.45828184896777 2344.1205973307265 7968.8550037955429 14449.542364609573 3505.486957902805 5044.5015994103605 -2390.2265818381493 610.28027236631635 3856.2671682746077 -723.38691356828815 3599.6904035115949 -3386.6655217593611 -1150.1935737527115 -733.34586067884993 2187.9931025008623 2086.1599559133842 -1417.8496736522654 2352.6137495497119 1398.297876416455 3870.4046804654399 815.36846875517131 1402.8187001329788 -2248.1486780624091 -1413.3512308630145 3269.2263878105591 257.71292317708338 5962.0179901386891 -3799.8459108619595 -419.73194809493492 335.44042805150582 1402.8187001329779 2162.7607200184088 5257.942803149469 7474.9124859331732 3632.7431999362252 866.43701193527386 133.70155707465278 324.74613138834627 2066.050083111702
leaf_weight=15.999999999999998 4.0000000000000027 36 18.000000000000004 26 2.9999999999999991 112 0.99999999999999878 1.0000000000000024 27 2.0000000000000027 9.0000000000000018 14.999999999999998 14.000000000000002 15.999999999999998 121 21 17.000000000000004 8.9999999999999982 3.0000000000000027 96 36 106 39 24.000000000000004 19 12.999999999999998 8.0000000000000018 18 35 0.999999999999999 71 11.999999999999998 11.999999999999998 1.9999999999999989 12.999999999999998 62 22 3.0000000000000027 1 20 17 28 4.9999999999999991 29 1.9999999999999989 1.9999999999999998 0.999999999999999
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internal_value=0 -1070.56 5908.29 -1901.22 1318.75 -2654.75 4546.73 9914.73 -709.561 489.157 11915.9 12387.1 3244.9 2927.53 -3198.79 -89.125 5969.33 -1580.48 6165.9 -2842.95 -207.56 -455.407 1865.02 1739.57 -1600.34 1319.02 3979.52 3180.44 267.487 -1844.66 -2086.35 -492.349 4119.97 2879.71 4912.66 -4145.99 -902.352 1702.45 -77.969 1945.57 4585.13 7209.61 2451.95 1023.85 -1081.12 -604.606 6870.73
internal_weight=0 989 179 734 255 449 135 44 285 169 25 24 72 86 295 167 63 118 61 217 109 133 44 60 154 34 42 26 71 113 80 38 45 14 30 78 41 27 2 23 31 31 29 31 38 5 19
internal_count=1168 989 179 734 255 449 135 44 285 169 25 24 72 86 295 167 63 118 61 217 109 133 44 60 154 34 42 26 71 113 80 38 45 14 30 78 41 27 2 23 31 31 29 31 38 5 19
shrinkage=0.05

Tree=2
num_cat=0
split_feature=0 0 0 1 1 2 1 1 5 0 2 2 2 2 1 0 3 8 2 7 3 6 3 3 1 3 5 2 1 5 8 7 6 1 1 1 1 1 9 3 2 1 6 3 3 2 5
split_gain=2.68963e+12 7.12152e+11 3.42521e+11 2.37989e+11 1.23516e+11 9.18569e+10 8.50264e+10 7.49524e+10 5.75602e+10 5.59085e+10 5.23511e+10 4.84772e+10 3.98033e+10 3.35034e+10 3.15904e+10 2.94939e+10 2.77268e+10 2.34997e+10 1.79418e+10 1.64989e+10 1.56799e+10 1.48911e+10 1.46374e+10 1.15797e+10 1.009e+10 9.59645e+09 9.34216e+09 8.8383e+09 8.42989e+09 6.4872e+09 6.13994e+09 5.89699e+09 5.35017e+09 5.23826e+09 5.12621e+09 4.66903e+09 4.25234e+09 3.68667e+09 3.04692e+09 2.937e+09 2.5084e+09 2.49557e+09 2.10607e+09 1.84657e+09 1.58467e+09 1.34229e+09 9.86627e+08
threshold=0.72222222222222232 0.61111111111111127 0.83333333333333337 0.19696684250188398 0.27449133383571972 0.15949263502454994 0.29935945742275816 0.35757347400150724 0.60416666666666685 0.50000000000000011 0.21440261865793783 0.23584288052373162 0.17389525368248773 0.24378068739770872 0.30077241899020352 0.3888888888888889 0.43115942028985516 0.37500000000000006 0.20000000000000004 0.75000000000000011 0.59057971014492761 0.41666666666666669 0.48188405797101458 0.63405797101449279 0.15533157498116054 0.3514492753623189 0.68750000000000011 0.24378068739770872 0.38828183873398653 0.85416666666666685 1.0000000180025095e-35 1.0000000180025095e-35 0.91666666666666685 0.27449133383571972 0.38413715146948008 0.25744159758854562 0.090523737754333103 0.21345139412207989 0.70000000000000007 0.56159420289855089 0.20605564648117844 0.2461379050489827 0.25000000000000006 0.82246376811594213 0.33695652173913049 0.16391162029459902 0.31250000000000006
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Tree=3
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Tree=4
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threshold=0.72222222222222232 0.25941974378296911 0.31333878887070382 0.17577741407528644 0.18093289689034373 0.3020911831198192 0.3514492753623189 0.20656250000000001 0.71376811594202916 0.67753623188405809 0.47125000000000006 0.21769027882441602 0.50000000000000011 0.91666666666666685 0.87500000000000011 0.1241522230595328 0.31250000000000006 0.91666666666666685 0.98188405797101463 0.13363338788870707 0.38828183873398653 0.45289855072463775 0.46147324792765637 0.91666666666666685 0.70000000000000007 0.60416666666666685 0.37961567445365491 0.91666666666666685 0.37500000000000006 0.62500000000000011 0.41666666666666669 1.0000000180025095e-35 0.93750000000000011 0.14418985270049103 0.22806873977086747 0.16899020346646573 0.21872645064054261 0.94565217391304357 0.9746376811594204 0.75000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 6 18 26 14 30 17 25 38 39 22 -8 37 -17 24 27 -9 21 -14 34 -12 -1 -4 -3 28 -2 -29 31 -5 -24 -19 -7 -32 -13 -11 -10 -6
right_child=2 4 10 8 12 13 7 19 11 15 23 36 20 -15 -16 16 -18 33 -20 -21 -22 -23 32 -25 -26 -27 -28 29 -30 -31 35 -33 -34 -35 -36 -37 -38 -39 -40 -41
leaf_value=-1997.9198636107103 2153.8306929833047 -1354.9015890078927 1527.3054117838506 -783.45812572517025 421.28206210904648 2519.9987392178859 872.02922710208713 -1288.4111581178649 3.305099666191202 -1473.9057918985191 10036.771085695878 1081.4243770604828 -1279.471791888298 -1323.9307347074471 -887.88788780751895 -1329.3564110007985 -342.04525702083737 -2651.3281527244444 3585.2733846695701 -11.64715840019104 3251.6317821672569 1866.6653646427753 5364.9442522321442 2525.6993517287228 -1271.4706192191843 4963.0668942852644 -156.7021489324982 452.35194248050158 1131.929137941572 1836.9273804976992 -410.7078901596272 4.9742488082840923 1119.8039270279251 -1633.008032663316 3747.5288219380818 -1169.4573387467099 2198.3351760786804 -577.21963649879717 686.52092393890962 857.9753366101595
leaf_weight=27.120689392089844 42.181034088134766 31.181034088134766 2.0000000000000062 26.181034088134766 16.120689392089844 30.060344696044922 123.84482574462891 24.181034088134766 74.543102264404297 51.301723480224609 2.9999999999999991 17.120689392089847 0.999999999999999 0.999999999999999 9.0603446960449201 35.241378784179688 110.78448104858398 18 3.9999999999999991 18.120689392089844 8.9999999999999982 53.301723480224609 4.9999999999999991 0.99999999999999989 204.32758331298828 14.999999999999998 9.0603446960449201 17.120689392089844 35.241378784179688 9.0603446960449237 16.120689392089844 34.241378784179688 0.99999999999999989 20.120689392089844 11.999999999999998 28.181034088134766 6.9999999999999991 8.0603446960449201 9.0603446960449201 8.0603446960449237
leaf_count=13 21 10 2 5 2 23 25 3 11 16 3 3 1 1 2 7 19 18 4 4 9 18 5 1 49 15 2 3 7 2 2 6 1 6 12 7 7 1 2 1
internal_value=0 -423.221 2586.69 -853.754 553.378 2125.97 103.682 382.919 -84.9913 -1196.83 5799.99 403.883 1648.8 3151.77 747 -815.854 -586.857 -1483.5 1636.49 -752.875 2038.9 1789.24 3267.03 8953.11 -1363.84 4653.93 -1094.26 1531.69 1706.63 975.666 -587.047 -342.993 4891.18 -2162.82 2939.85 -906.742 1471.54 -1362.37 83.7292 591.87
internal_weight=0 990.336 177.664 687.405 302.931 156.664 215.448 175.207 212.448 474.957 21 107.724 87.4828 49.0603 132.905 205.388 146.026 269.569 107.603 42.3017 63.3017 54.3017 48.0603 4 231.448 17 40.2414 103.603 77.4224 26.181 104.724 60.4224 6 38.1207 42.0603 44.3017 24.1207 59.3621 83.6034 24.181
internal_count=349 249 100 172 77 79 46 34 43 129 21 23 31 42 27 43 26 86 37 7 28 19 41 4 62 17 12 33 28 5 20 11 6 24 35 9 10 17 13 3

Tree=21
num_leaves=40
num_cat=0
split_feature=0 0 2 1 1 2 2 1 1 9 1 4 7 5 3 3 3 5 2 1 3 2 1 3 2 3 3 5 8 5 1 1 2 6 1 2 0 6 1
split_gain=4.2374e+11 1.44436e+11 9.8197e+10 5.4816e+10 3.51553e+10 2.89125e+10 2.5516e+10 2.26844e+10 1.54269e+10 1.54078e+10 1.45917e+10 1.43328e+10 1.36323e+10 1.31265e+10 1.45972e+10 8.52061e+09 8.41154e+09 7.19824e+09 5.96798e+09 5.72938e+09 5.54621e+09 5.07608e+09 4.81838e+09 4.75675e+09 4.65069e+09 3.50123e+09 3.48504e+09 2.92868e+09 2.55547e+09 2.79935e+09 2.07563e+09 1.93136e+09 1.66139e+09 2.30204e+09 1.60963e+09 1.10176e+09 6.10144e+08 5.9336e+08 1.10926e+08
threshold=0.72222222222222232 0.50000000000000011 0.30188216039279875 0.21769027882441602 0.24161642803315753 0.11882160392798692 0.2086743044189853 0.36953654860587798 0.13291258477769408 0.70000000000000007 0.44103240391861348 0.44875000000000004 0.25000000000000006 0.18750000000000003 0.48188405797101458 0.90217391304347838 0.84420289855072472 0.93750000000000011 0.21783960720130935 0.13291258477769408 0.50362318840579723 0.1537643207855974 0.222871137905049 0.70652173913043492 0.2831423895253683 0.96739130434782616 0.93115942028985521 0.60416666666666685 0.62500000000000011 0.93750000000000011 0.13310097965335346 0.21486435568952525 0.31333878887070382 0.91666666666666685 0.18886586284853055 0.21440261865793783 0.3888888888888889 0.25000000000000006 0.12113790504898268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 17 19 16 13 23 -10 15 27 -11 -5 -15 18 21 22 -6 -1 37 -3 34 -7 -17 -18 -24 -4 29 -12 -21 35 -13 -34 -2 -8 -32 -9 -25
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leaf_weight=23 1.0000000000000024 94.603446960449219 2.0000000000000062 7.9999999999999991 9.0603446960449219 50.301723480224609 8.0603446960449201 8.0603446960449272 6.9999999999999991 94.663791656494141 5.9999999999999982 0.999999999999999 130.90517044067383 4.9999999999999991 234.56896209716797 45.060344696044922 73.543102264404297 10.06034469604492 10.060344696044922 8.0603446960449201 9.9999999999999982 73.543102264404297 8.0603446960449237 34.241378784179688 23.120689392089844 16.120689392089844 3.9999999999999991 17 1.9999999999999998 0.99999999999999989 41.241378784179688 8.0603446960449201 4 0.99999999999999989 16.120689392089844 42.301723480224609 16.060344696044922 12.06034469604492 8.0603446960449201
leaf_count=23 1 24 2 8 2 15 1 1 7 17 6 1 25 5 51 38 10 3 3 1 10 10 1 6 9 2 4 17 2 1 13 1 4 1 2 7 9 5 1
internal_value=0 -294.333 2464.87 205.259 1910.07 -1010.77 -244.653 716.773 -789.011 -568.006 2421.14 5305.62 -489.963 554.755 482.791 2181.42 -458.508 630.25 1166.56 -1810.99 1994.88 -666.186 213.269 -1333.48 2447.53 -66.3588 944.304 4251.79 4345.07 4847.15 -1531.14 691.86 7672.05 8238.44 -322.673 805.037 -1639.68 1410.02 -910.133
internal_weight=0 1007.46 160.543 593.922 135.543 413.534 316.233 277.69 325.172 232.569 96.3017 25 225.569 247.569 239.569 87.3017 257.81 39.2414 19.1207 88.3621 30.1207 168.147 29.181 92.6034 68.181 89.6638 12.0603 19 9 7 65.3621 58.4224 6 5 17.1207 50.3621 57.3017 20.1207 42.3017
internal_count=349 252 97 135 72 117 55 80 71 49 61 25 42 64 56 52 46 11 5 46 16 34 8 22 47 12 5 19 9 7 23 9 6 5 3 8 22 6 7

Tree=22
num_cat=0
split_feature=2 1 1 3 1 3 5 0 4 3 9 3 1 0 4 3 6 8 5 3 7 8 2 3 5 1 1 5 3 9 1 2 5 8 6 0 2 2 1 4 2 5 3 6 1 1 0
split_gain=3.80602e+11 1.46512e+11 9.97793e+10 5.90251e+10 4.31303e+10 3.21523e+10 3.36058e+10 2.52874e+10 2.27221e+10 1.85917e+10 1.69113e+10 1.60804e+10 1.62313e+10 1.29841e+10 1.22068e+10 1.10649e+10 1.07133e+10 9.69225e+09 7.75917e+09 7.60531e+09 6.35854e+09 6.15902e+09 4.68458e+09 4.57556e+09 4.40355e+09 4.32915e+09 3.96905e+09 2.57713e+09 2.36774e+09 2.3629e+09 2.05856e+09 1.95838e+09 1.81568e+09 4.30541e+09 1.84076e+09 1.61491e+09 1.39681e+09 9.60423e+08 9.19681e+08 4.34661e+08 3.14502e+08 4.48662e+08 3.12932e+08 2.80522e+08 2.10717e+08 2.03243e+08 2.1178e+06
threshold=0.23837970540098202 0.26092690278824421 0.28664280331574987 0.59057971014492761 0.36087038432554641 0.88043478260869579 0.47916666666666669 0.61111111111111127 0.18812500000000001 0.72826086956521752 0.70000000000000007 0.96739130434782616 0.24576111529766395 0.3888888888888889 0.17843750000000003 0.91666666666666674 1.0000000180025095e-35 0.62500000000000011 0.56250000000000011 0.36594202898550726 0.91666666666666685 0.62500000000000011 0.14320785597381344 0.96739130434782616 0.68750000000000011 0.35757347400150724 0.54615674453654872 0.52083333333333337 0.9746376811594204 0.70000000000000007 0.27533911077618695 0.16808510638297874 0.85416666666666685 1.0000000180025095e-35 0.91666666666666685 0.50000000000000011 0.26096563011456636 0.13625204582651393 0.28588922381311233 0.11531250000000003 0.2576104746317513 0.22916666666666671 0.38768115942028991 0.91666666666666685 0.25744159758854562 0.33477769404672203 0.50000000000000011
left_child=1 3 15 13 5 6 19 24 14 -8 27 12 -12 37 40 18 22 -9 35 -3 -19 -13 -15 30 31 45 -26 -5 -16 -18 -7 -6 33 -17 39 -2 43 42 -25 -34 -4 -42 -1 -20 -38 -10 -29
right_child=2 4 8 10 7 23 9 17 25 -11 11 21 -14 16 28 32 29 20 36 -21 -22 -23 -24 38 26 -27 -28 46 -30 -31 -32 -33 34 -35 -36 -37 44 -39 -40 -41 41 -43 -44 -45 -46 -47 -48
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leaf_weight=6.9999999999999991 8.0603446960449237 8.0603446960449237 4.0000000000000062 8.0000000000000018 2.0000000000000009 16.120689392089844 38.241378784179688 14.999999999999998 6.0000000000000027 42.301723480224609 435.07757949829102 17.120689392089844 36.241378784179688 9.0603446960449219 0.99999999999999878 11.060344696044924 17.060344696044922 30.120689392089847 2.0000000000000009 22.120689392089844 0.999999999999999 35.241378784179688 8.0603446960449219 8.0603446960449201 2.9999999999999991 11.999999999999998 8.0603446960449219 8.0603446960449219 1 113.72413635253906 64.422412872314453 3 13.060344696044924 11.999999999999998 10.060344696044924 13.06034469604492 8.0603446960449219 30.181034088134766 5.9999999999999991 3.9999999999999991 0.999999999999999 14.999999999999998 29.120689392089844 8.0603446960449219 8.0603446960449219 0.99999999999999989 8.0603446960449219
leaf_count=7 1 1 4 8 2 2 10 15 6 7 75 3 8 2 1 4 10 16 2 8 1 7 1 1 3 12 1 1 1 29 15 3 6 12 3 6 1 9 6 4 1 15 15 1 1 1 1
internal_value=0 -319.916 2464.14 -673.172 685.253 332.402 -245.622 1829.5 4514.23 -777.653 -396.821 -335.534 -427.967 -1375.38 3192.01 1569.23 -1102.69 2414.84 991.1 1155.99 1819.68 489.782 70.3696 1004.95 110.441 5836.15 -446.817 -1668.76 -382.508 -1255.7 842.611 1225.55 2087.7 2484.92 1682.47 1685.79 394.08 -1961.28 1830.49 2016.14 3550.53 3796.66 -2202.07 830.637 92.7358 3824.61 -1190.32
internal_weight=0 1029.52 138.483 762.009 267.509 205.328 110.724 62.181 41 80.5431 547.802 523.681 471.319 214.207 22 97.4828 147.905 46.1207 47.3017 30.181 31.1207 52.3621 17.1207 94.6034 16.0603 19 11.0603 24.1207 2 130.784 80.5431 5 50.181 23.0603 27.1207 21.1207 26.181 66.3017 14.0603 17.0603 20 16 36.1207 10.0603 16.1207 7 16.1207
internal_count=349 267 82 176 91 50 26 41 41 17 103 93 83 73 22 41 42 32 12 9 17 10 3 24 9 19 4 10 2 39 17 5 29 16 13 7 5 31 7 10 20 16 22 3 2 7 2

Tree=23
num_leaves=43
num_cat=0
split_feature=0 2 1 1 3 1 1 8 3 5 6 2 7 9 1 5 2 8 3 8 5 1 7 4 5 1 7 3 1 8 6 0 3 5 1 3 2 5 5 0 2 1
split_gain=3.70108e+11 1.20338e+11 4.64033e+10 4.25734e+10 3.89886e+10 3.37347e+10 2.84894e+10 2.13633e+10 2.11259e+10 2.06195e+10 1.96651e+10 1.58755e+10 1.37629e+10 1.33857e+10 1.05423e+10 9.69405e+09 9.64405e+09 8.40356e+09 8.36255e+09 7.02727e+09 6.67938e+09 6.13401e+09 5.58033e+09 4.87192e+09 4.71292e+09 4.66415e+09 4.12454e+09 3.87324e+09 3.83915e+09 3.72148e+09 3.67104e+09 4.70567e+09 2.9152e+09 2.79196e+09 4.76049e+09 2.0057e+09 1.45919e+09 1.05834e+09 2.15921e+09 8.94847e+08 3.88116e+08 2.15159e+08
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 3 4 29 16 7 12 18 15 10 23 25 14 17 -16 27 33 -19 -20 -21 35 40 -24 -25 -26 37 -28 -29 -30 -31 31 -33 -34 34 -36 -37 -38 38 -40 -41 -42 -43
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leaf_count=1 4 6 10 1 2 5 1 11 17 17 3 2 5 12 6 14 1 47 8 11 2 15 31 2 7 10 8 7 14 3 6 4 12 13 7 3 2 1 12 4 1 1
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internal_weight=0 398.052 769.948 76.181 511.379 321.871 382.474 97.4224 224.448 68.181 43.0603 258.569 59.3017 323.172 25.1207 197.267 128.905 313.172 69.3621 140.966 25.1207 28.0603 60.181 12.0603 22.1207 198.388 61.3621 56.3017 31 8 69.4828 45.3017 34.181 119.845 111.784 19.1207 27.181 128.905 76.5431 5 16 24.181
internal_count=349 158 191 55 116 103 93 48 55 47 36 75 24 69 11 49 23 59 27 28 11 21 39 5 8 36 19 21 31 8 13 10 13 21 20 5 6 23 13 5 16 3

Tree=24
num_leaves=36
num_cat=0
split_feature=1 0 2 6 4 3 3 5 1 1 9 3 2 4 2 5 5 3 8 2 2 8 6 1 4 5 4 0 1 2 4 1 0 9 1
split_gain=3.38658e+11 1.27489e+11 6.26674e+10 5.10285e+10 3.1706e+10 2.35989e+10 1.9298e+10 1.56568e+10 1.56852e+10 1.52714e+10 1.49757e+10 1.29831e+10 1.16553e+10 9.59477e+09 8.28873e+09 7.36303e+09 6.44081e+09 6.21236e+09 5.612e+09 4.48809e+09 4.48498e+09 4.41413e+09 3.95711e+09 4.1086e+09 3.81984e+09 2.13176e+09 2.05498e+09 6.42266e+08 5.95798e+08 4.9978e+08 4.84588e+08 4.79758e+08 3.78576e+08 2.56492e+08 3.37102e+07
threshold=0.24161642803315753 0.83333333333333337 0.18927986906710312 0.58333333333333337 0.2609375000000001 0.96014492753623204 0.9746376811594204 0.43750000000000006 0.31085154483798044 0.46147324792765637 0.50000000000000011 0.7934782608695653 0.088707037643207878 0.32531250000000006 0.17225859247135847 0.18750000000000003 0.27083333333333343 0.93115942028985521 1.0000000180025095e-35 0.33346972176759421 0.17479541734860887 0.62500000000000011 0.91666666666666685 0.20535041446872646 0.47812500000000008 0.81250000000000011 0.27312500000000006 0.61111111111111127 0.35757347400150724 0.16906710310965634 0.26687500000000003 0.2641296156744537 0.61111111111111127 0.3000000000000001 0.16672946495855315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 6 21 7 9 8 -5 13 32 12 -1 -2 16 -12 -14 25 -19 30 -16 31 23 26 -9 -17 -13 -25 -6 -8 -7 -3 -4 -11 -24
right_child=1 4 10 5 28 19 29 24 -10 33 15 22 14 -15 20 17 -18 18 -20 -21 -22 -23 34 27 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-2240.536619852357 1029.9718176954902 1734.7654578769329 -2360.1353407118072 -203.67954848142696 2703.8686577690974 2065.0622839522075 1038.0420628324464 -628.0595276023339 1484.6280813032758 979.51272440159482 1925.874638898983 -615.29667295861373 -618.531199537107 2656.7418727859313 -11.006242783357806 -202.92061448178785 -1203.4490785268351 1969.5087856558869 446.34099117187355 -916.6866148603724 -753.28681500383743 1883.7879916611309 -1600.9449468085077 -21.913977957497984 476.18824459401003 332.67906388797485 248.00835832631734 512.78320003850502 6436.5652217231782 3800.441006702094 889.43221850837642 3613.0176017651302 -1185.3859859775084 3426.6650311310282 -869.83871118076922
leaf_weight=18 225.3879280090332 2.9999999999999991 1.9999999999999971 30.181034088134766 1.9999999999999989 15.060344696044927 0.99999999999999989 77.482757568359375 24.120689392089844 1.0000000000000007 5.9999999999999991 34.241378784179688 61.422412872314453 8.9999999999999982 25.181034088134766 58.422412872314453 255.56896209716797 5.9999999999999991 60.422412872314453 0.999999999999999 105.78448104858398 14.060344696044924 1.0000000000000024 8.0603446960449237 8.0603446960449201 26.181034088134766 8.0603446960449201 17.120689392089844 8.9999999999999982 7 2.9999999999999991 12.999999999999998 8.0603446960449219 6.9999999999999991 16.120689392089844
leaf_count=18 63 3 2 9 2 8 1 21 10 1 6 6 12 9 4 9 72 6 11 1 14 7 1 1 1 5 1 3 9 7 3 13 1 7 2
internal_value=0 1101.26 -646.486 830.182 3729.23 128.15 1273.71 -100.684 557.975 1184.47 200.85 -903.549 -1006.98 1102.14 -953.12 323.809 -1092.14 249.373 607.886 1737.45 -611.594 2748.01 -329.375 -151.516 -520.22 -35.4553 -449.093 346.661 6008.47 3592.25 1920.19 3369.65 -1590 3248.18 -988.731
internal_weight=0 450.353 717.647 409.293 41.0603 158.905 250.388 139.845 54.3017 242.388 167.086 550.56 465.957 234.388 447.957 157.026 316.991 151.026 66.4224 19.0603 130.966 30.0603 84.6034 67.4828 85.5431 84.6034 42.3017 25.181 11 8 18.0603 16 10.0603 8 17.1207
internal_count=349 175 174 141 34 53 88 41 19 80 40 134 120 72 102 37 84 31 17 12 18 23 14 11 22 14 7 4 11 8 11 16 3 8 3

Tree=25
num_leaves=44
num_cat=0
split_feature=0 0 1 2 2 4 1 5 1 9 2 1 7 2 3 1 3 8 8 4 8 5 1 8 8 2 2 9 3 9 8 1 1 0 2 2 1 8 2 6 6 3 3
split_gain=2.82836e+11 1.02056e+11 4.8143e+10 4.46446e+10 3.2912e+10 2.29499e+10 1.68291e+10 1.61367e+10 1.38553e+10 1.34556e+10 1.05351e+10 9.38148e+09 9.03352e+09 8.08718e+09 7.60453e+09 7.24608e+09 1.08169e+10 6.30776e+09 6.14848e+09 6.02997e+09 5.3577e+09 4.46191e+09 3.91912e+09 3.86497e+09 3.77674e+09 3.68091e+09 3.1577e+09 3.00399e+09 2.89459e+09 2.71998e+09 2.23115e+09 1.91073e+09 1.87036e+09 1.76739e+09 1.75005e+09 1.34593e+09 1.2012e+09 1.17571e+09 3.04626e+09 1.17257e+09 1.00595e+09 9.73121e+08 5.98116e+08
threshold=0.72222222222222232 0.50000000000000011 0.26893368500376796 0.30188216039279875 0.14533551554828153 0.095937500000000023 0.16352675207234366 0.60416666666666685 0.35757347400150724 0.70000000000000007 0.12986906710310966 0.36953654860587798 0.25000000000000006 0.22307692307692309 0.98913043478260876 0.36953654860587798 0.36594202898550726 0.62500000000000011 0.62500000000000011 0.010625000000000001 1.0000000180025095e-35 0.43750000000000006 0.40033911077618695 0.62500000000000011 0.62500000000000011 0.15564648117839611 0.23584288052373162 0.70000000000000007 0.71376811594202916 0.90000000000000013 0.62500000000000011 0.32036548605877929 0.10597211755840243 0.3888888888888889 0.19918166939443538 0.29206219312602294 0.2624340617935193 0.62500000000000011 0.42201309328968911 0.91666666666666685 0.75000000000000011 0.93115942028985521 0.94565217391304357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 21 18 27 30 17 36 24 20 13 -11 19 16 -12 42 29 -8 35 33 41 -14 -4 -17 -13 -3 -29 -2 -5 -19 -23 -1 -16 -7 -6 38 -10 -34 -26 -20 -9
right_child=3 2 10 7 9 11 14 8 37 12 15 26 23 -15 34 25 -18 31 22 -21 -22 32 -24 -25 40 -27 -28 28 -30 -31 -32 -33 39 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44
leaf_value=-2414.0134202860172 2323.4220087274766 -1325.6513215908712 1698.7360455452144 -1010.3110123005298 -2381.7587952210019 1709.4648789702876 -128.09424570563996 964.53921625664725 7450.5893149447293 -330.73824109535605 -1691.7647934117267 2552.0347136731893 -374.83506099074339 733.71405225707952 303.33052269083032 439.27893846649488 1028.9641541306719 1377.8571392952128 4.6141508625149452 278.20439759492223 2346.7145564119128 -2090.3462256107236 1788.4490138319675 -1067.0517284765776 -1572.979918077257 2551.5840646043771 4580.4247388263093 -1026.134040502968 -354.41212417952653 1089.2369831552853 1229.4262478298608 -892.30662815824405 -908.38549663505637 -1586.3756157213929 1240.1278310695807 575.64431034913878 -1221.1180569558592 3546.3169857838111 1860.9727892287226 -1399.2608919476465 -422.88609296642863 626.82838094680517 3627.5448113952025
leaf_weight=18 8.0000000000000018 11.06034469604492 0.99999999999999722 1.0000000000000029 8 3.9999999999999973 208.44827270507812 1.0000000000000024 4.9999999999999982 118.84482574462891 2.9999999999999991 11.000000000000002 33.241378784179688 20.120689392089844 8.0603446960449237 2.9999999999999991 120.72413635253906 0.99999999999999878 17.120689392089851 161.14654922485352 27.060344696044922 6.9999999999999991 3.9999999999999991 56.362068176269531 1.9999999999999989 10.999999999999998 5.9999999999999991 19.120689392089844 92.663791656494141 16.120689392089844 1.9999999999999998 1 34.241378784179688 27.120689392089844 16.120689392089844 9.0603446960449219 8.0603446960449219 4 0.99999999999999989 32.181034088134766 9.0603446960449219 9.0603446960449201 10.999999999999998
leaf_count=18 8 4 1 1 8 4 39 1 5 20 3 11 5 6 1 3 36 1 3 27 20 7 4 14 2 11 6 5 15 2 2 1 6 13 2 2 1 4 1 11 2 2 11
internal_value=0 -191.341 176.224 2209.11 -864.603 1742.23 -53.0386 4020 4438.76 -530.029 962.664 2439.02 -427.369 -172.969 106.568 1086.4 951.51 3079.41 982.067 49.295 1942.23 -1546.05 484.272 -816.396 -428.133 2151.71 3458.15 -561.775 -476.429 1565.96 422.981 316.888 -1273.67 -1956.41 949.486 1008.91 -1892.96 5938.83 6876.21 -1161.4 -731.471 233.33 3486.71
internal_weight=0 1029.58 666.405 138.422 363.172 111.422 516.621 27 24 244.629 149.784 57.1207 228.569 138.966 393.776 137.724 123.724 14 54.3017 369.595 40.1207 118.543 30.181 89.6034 12.0603 14 17 122.845 111.784 24.1207 3 2 73.4224 45.1207 24.181 13.0603 16.0603 10 6 66.4224 11.0603 26.181 12
internal_count=349 260 151 89 109 62 93 27 24 54 58 43 45 26 69 53 39 14 19 66 26 55 9 19 5 14 17 24 20 10 3 2 24 31 3 6 9 10 6 17 4 5 12

Tree=26
num_cat=0
split_feature=1 0 1 2 9 4 0 3 5 6 6 1 2 3 3 2 2 9 2 8 2 5 1 0 5 1 0 0 3 1 5 1 1 3 2 2 2 6 2 2
split_gain=2.47348e+11 1.12002e+11 5.23621e+10 4.7662e+10 2.95142e+10 2.01568e+10 1.75312e+10 1.63188e+10 1.55463e+10 1.5376e+10 1.02733e+10 8.74342e+09 1.21367e+10 8.1546e+09 7.93465e+09 7.06123e+09 5.55398e+09 4.69089e+09 5.19995e+09 4.2987e+09 4.19896e+09 3.45116e+09 3.17916e+09 3.16372e+09 2.44509e+09 2.09031e+09 1.9728e+09 1.928e+09 1.7385e+09 1.56698e+09 1.44933e+09 9.91289e+08 1.37514e+09 7.54894e+08 7.29737e+08 1.32076e+09 5.73446e+08 4.5763e+08 4.31911e+08 4.41235e+07
threshold=0.2240015071590053 0.83333333333333337 0.38413715146948008 0.18927986906710312 0.90000000000000013 0.71843750000000006 0.61111111111111127 0.48913043478260876 0.27083333333333343 0.91666666666666685 0.75000000000000011 0.68528636021100231 0.28093289689034379 0.98188405797101463 0.86594202898550743 0.24148936170212768 0.10360065466448447 0.70000000000000007 0.22774140752864161 0.37500000000000006 0.19787234042553195 0.85416666666666685 0.21109645817633763 0.72222222222222232 0.47916666666666669 0.32790128108515454 0.61111111111111127 0.3888888888888889 0.38043478260869573 0.43472117558402418 0.85416666666666685 0.20412584777694051 0.15146948003014321 0.84420289855072472 0.12790507364975454 0.10572831423895256 0.24378068739770872 0.91666666666666685 0.16906710310965634 0.06481178396072014
left_child=3 2 4 7 6 11 8 27 -2 38 -8 12 30 15 16 17 24 -5 -19 36 23 -11 -18 29 -9 -14 -21 28 -1 -4 -3 32 -16 -22 35 -29 -17 -25 -6 -33
right_child=1 5 20 13 9 -7 10 14 -10 21 -12 -13 25 -15 31 19 22 18 -20 26 33 -23 -24 37 -26 -27 -28 34 -30 -31 -32 39 -34 -35 -36 -37 -38 -39 -40 -41
leaf_value=-2516.3385654208887 843.59373115273399 2566.4407861163718 -1137.3140043218098 -2195.4861572265627 983.06855468749825 7655.0732204861124 904.30162750669717 -1825.2879569563893 -246.95801373483675 1831.5266079215112 171.74744802684904 -983.44110289228729 2818.9099160684109 1100.2916359646852 -209.15568227490658 908.90795160577261 -706.85093077733313 3.5824029350908226 -748.54589964958177 607.99598587117896 1769.3526347257646 339.39445451429248 -1367.0928968498017 2559.0384333376023 -724.13938095642948 4843.1565441548582 -443.05709402651155 -1446.3609658022342 -1453.2783741254336 908.0432056183505 1429.3687883381558 -62.217302113552627 -888.82229013802316 3242.04181114216 -1568.1290903052954 -896.49466672680069 1836.0173331839139 1429.003075343737 3558.8141709271604 75.42949290512135
leaf_weight=8.0000000000000018 41.241378784179688 11 0.999999999999997 1.9999999999999989 1.0000000000000024 1.9999999999999989 142.84482574462891 19.060344696044922 144.90517044067383 6.0000000000000009 72.482757568359375 0.999999999999999 8.0000000000000018 16.120689392089844 33.241378784179688 9.0603446960449237 252.74999618530273 109.78448104858398 28.181034088134766 8.0603446960449219 5.0000000000000027 10.060344696044922 20.120689392089844 3.9999999999999991 9.0603446960449237 8.9999999999999982 8.0603446960449219 23.120689392089844 21.120689392089844 1 10.060344696044922 8.0603446960449237 9.0603446960449201 14.999999999999998 22.120689392089844 36.241378784179688 3.9999999999999991 9.0603446960449219 9.9999999999999982 16.120689392089844
leaf_count=8 13 11 1 2 1 2 44 12 39 6 16 1 8 2 5 2 48 18 7 1 5 3 6 4 2 9 1 9 7 1 3 1 2 15 8 8 4 2 10 2
internal_value=0 843.348 618.191 -624.36 463.385 3319.18 353.174 -887.783 -2.5092 2035.86 659.416 2933.4 3056.21 56.3805 -724.385 -48.2892 -833.415 -196.528 -153.818 647.663 2452.67 963.038 -759.774 1647.52 -1503.25 4076.2 86.7266 -1420.66 -1810.57 -149.594 2102.4 -226.326 -369.881 2963.97 -1263.45 -1128.66 1290.84 1914.81 3414.84 28.9657
internal_weight=0 504.655 463.595 663.345 428.534 41.0603 401.474 478.078 186.147 27.0603 215.328 39.0603 38.0603 185.267 367.474 169.147 300.991 139.966 137.966 29.181 35.0603 16.0603 272.871 15.0603 28.1207 17 16.1207 110.603 29.1207 2 21.0603 66.4828 42.3017 20 81.4828 59.3621 13.0603 13.0603 11 24.181
internal_count=349 194 160 155 132 34 112 118 52 20 60 32 31 37 78 35 68 27 25 8 28 9 54 8 14 17 2 40 15 2 14 10 7 20 25 17 6 6 11 3

Tree=27
num_leaves=46
num_cat=0
split_feature=0 0 8 1 6 4 2 4 9 1 2 1 7 5 5 6 3 6 3 6 9 2 3 5 5 1 1 1 5 2 3 9 2 4 0 4 3 1 4 1 1 5 0 9 3
split_gain=2.5906e+11 5.89414e+10 4.32688e+10 3.52353e+10 2.45554e+10 2.31357e+10 1.75375e+10 1.30728e+10 1.23011e+10 1.22248e+10 1.18798e+10 1.14048e+10 9.11787e+09 8.26452e+09 8.21506e+09 7.31188e+09 8.8638e+09 6.95848e+09 5.79188e+09 5.33943e+09 5.12714e+09 4.90883e+09 4.90218e+09 4.83433e+09 4.42835e+09 4.28308e+09 3.2104e+09 2.40657e+09 2.17079e+09 1.87635e+09 1.80703e+09 1.44128e+09 1.25097e+09 1.17139e+09 1.05761e+09 9.84763e+08 1.04951e+09 1.70101e+09 5.10856e+08 5.74041e+08 3.30242e+08 2.73082e+08 2.65623e+08 2.34627e+08 2.09108e+08
threshold=0.72222222222222232 0.50000000000000011 0.62500000000000011 0.26092690278824421 0.58333333333333337 0.71843750000000006 0.16808510638297874 0.1034375 0.90000000000000013 0.32790128108515454 0.17790507364975452 0.68528636021100231 0.91666666666666685 0.22916666666666671 0.18750000000000003 0.91666666666666685 0.43115942028985516 0.41666666666666669 0.92391304347826098 0.91666666666666685 0.70000000000000007 0.13887070376432081 0.96014492753623204 0.27083333333333343 0.39583333333333343 0.12113790504898268 0.36953654860587798 0.15146948003014321 0.47916666666666669 0.19459901800327337 0.91666666666666674 0.70000000000000007 0.21628477905073654 0.33468750000000008 0.3888888888888889 0.20125000000000004 0.48913043478260876 0.16899020346646573 0.15406250000000002 0.2482102486812359 0.30077241899020352 0.93750000000000011 0.61111111111111127 0.70000000000000007 0.93115942028985521
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 10 6 8 24 12 26 32 20 19 15 42 -12 16 -1 43 -15 -10 33 -19 -16 -17 -5 -22 30 34 -29 -8 -2 -23 40 -3 -14 36 -9 -38 -34 -40 44 -28 -6 -11 -4
right_child=2 3 9 4 13 -7 29 35 11 17 14 -13 27 18 22 23 -18 21 -20 -21 25 31 -24 -25 -26 -27 41 28 -30 -31 -32 -33 38 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 -46
leaf_value=-1652.7042377575015 1268.9234011419194 -1233.6585560264166 871.69336768616859 1184.5763292081074 1021.2070171314119 7389.272167968752 1496.1858978318137 402.39446825707978 4354.659957985672 846.94067694481384 1813.7902741188227 -957.28574634308518 -2245.8796243686861 -622.85943725438824 -57.533713631878783 145.97229275271476 -411.3382859262581 -1326.0756399601041 664.93719595780908 2045.762561319041 -666.60036748538755 763.0363237580608 761.40690245139524 -1104.2526131704096 373.4882749599106 -187.80672324627713 3020.6007179908916 -1853.8128680378393 -664.87546524936261 2518.2845945627105 2133.1837104131714 1682.4004868548882 1565.9907921230658 -455.37533237404625 -1392.2461090287013 490.56767129630174 36.419860724178186 -691.7414524514013 388.72679053833832 987.88076444818091 716.50187810530622 844.6114714926855 517.92749447048084 2984.1937557444853 278.26067765602011
leaf_weight=15.06034469604492 19.120689392089844 21.120689392089844 1.0000000000000024 27.181034088134766 10.060344696044922 1.9999999999999989 14.060344696044924 8.0603446960449201 15.000000000000005 0.999999999999999 5.9999999999999991 0.999999999999999 11.000000000000002 44.241378784179688 140.02585983276367 8.0603446960449201 164.08620452880859 1.0000000000000024 10.06034469604492 5.9999999999999991 67.482757568359375 8.0603446960449272 20.120689392089844 118.72413635253906 45.301723480224609 151.02585983276367 8.9999999999999964 5.0000000000000027 17.120689392089844 17 17 22.12068939208984 3.0000000000000027 8.0603446960449237 18.120689392089844 8.0603446960449201 24.181034088134766 11.06034469604492 8.0603446960449237 13.06034469604492 8.0603446960449201 1.0000000000000007 8.0603446960449219 9.9999999999999982 24.181034088134766
leaf_count=8 5 7 1 6 3 2 7 1 15 1 6 1 11 16 20 1 37 1 3 6 11 1 6 34 10 31 9 5 3 17 17 8 3 1 4 1 3 4 1 6 1 1 1 10 3
internal_value=0 -272.658 1835.83 47.2213 638.09 2783.94 1128.77 -733.577 2556.21 1149.42 -204.84 3558.88 -840.587 -68.5684 121.909 -733.252 -523.266 1790.15 -377.47 3803.8 -423.675 1341.98 48.9549 -1024.31 688.21 -337.756 2020.24 -1458.21 -994.267 2109.58 1716.75 1465.45 658.319 -1038.31 -1771.12 12.187 -84.8534 -203.39 932.902 783.928 440.148 2888.93 831.707 2867.04 330.474
internal_weight=0 998.336 169.664 589.802 175.966 70.1207 103.543 408.534 68.1207 99.5431 413.836 22 357.172 72.4224 166.147 305.931 179.147 42.181 54.3017 21 247.69 31.181 160.147 126.784 72.4828 218.509 46.1207 51.2414 22.1207 31.0603 36.1207 30.181 57.3621 29.181 29.1207 51.3621 43.3017 35.2414 24.1207 21.1207 33.2414 10 18.1207 11 25.181
internal_count=349 257 92 145 63 56 40 112 54 36 82 22 103 23 32 80 45 21 19 21 50 10 26 35 16 42 32 23 8 24 22 9 15 8 15 9 8 7 10 7 5 10 4 11 4

Tree=28
num_cat=0
split_feature=0 1 2 3 2 5 1 4 4 6 3 9 1 5 1 8 5 2 3 5 5 0 5 2 3 1 8 1 6 2 9 2 2 2 6 2 2 1 1 1 6 9 1 5 2 4 2
split_gain=1.69694e+11 9.04344e+10 3.57173e+10 3.56941e+10 2.22674e+10 1.88063e+10 1.58831e+10 1.46029e+10 1.23477e+10 1.20733e+10 1.20594e+10 1.18104e+10 1.14104e+10 1.0586e+10 7.55182e+09 7.1651e+09 6.90209e+09 6.69643e+09 6.11993e+09 5.94935e+09 5.03795e+09 4.97672e+09 4.54169e+09 5.50403e+09 4.39753e+09 4.24732e+09 3.76304e+09 4.28892e+09 3.61255e+09 3.56181e+09 3.41927e+09 3.33262e+09 3.32035e+09 2.57159e+09 2.24519e+09 2.10063e+09 9.17497e+08 8.95323e+08 8.64559e+08 5.82208e+08 3.18265e+08 2.83493e+08 6.19097e+08 2.68954e+08 1.64199e+08 4.25458e+07 1.27962e+07
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Tree=29
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Tree=30
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split_feature=0 1 6 9 1 3 2 9 4 2 1 8 5 4 5 2 5 6 4 1 1 3 6 3 5 8 3 0 2 2 5 3 0
split_gain=1.06043e+11 4.49759e+10 2.40612e+10 3.32512e+10 1.78611e+10 1.64549e+10 1.46767e+10 1.44867e+10 8.88158e+09 8.64814e+09 8.55034e+09 7.30636e+09 7.2204e+09 6.90516e+09 6.63279e+09 8.87978e+09 6.46877e+09 6.38481e+09 5.56581e+09 5.20889e+09 5.1505e+09 4.58608e+09 3.43698e+09 2.32379e+09 2.10368e+09 1.70261e+09 1.58508e+09 1.09502e+09 9.79112e+08 9.05777e+08 6.54641e+08 5.19234e+08 3.31345e+08
threshold=0.83333333333333337 0.22155237377543333 0.58333333333333337 0.90000000000000013 0.38187641296156749 0.88768115942028991 0.42201309328968911 0.3000000000000001 0.18687500000000004 0.15335515548281509 0.34382064807837232 0.62500000000000011 0.64583333333333337 0.21812500000000004 0.85416666666666685 0.15867430441898531 0.27083333333333343 0.91666666666666685 0.026875000000000003 0.33845139412207997 0.30793142426526005 0.94565217391304357 0.75000000000000011 0.9746376811594204 0.31250000000000006 0.62500000000000011 0.9746376811594204 0.72222222222222232 0.11579378068739772 0.2226677577741408 0.89583333333333337 0.98913043478260876 0.72222222222222232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 17 8 11 32 9 16 -9 -6 18 14 15 -4 -1 -2 24 20 -15 -20 -11 27 -7 -16 -8 -14 -10 -30 31 -5 -3
right_child=4 2 13 30 6 12 26 10 28 22 -12 -13 23 19 25 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34
leaf_value=-269.43619149404566 2381.1449049019989 -1215.1204528393662 -75.184116722463386 3246.7794652602261 5806.8118377220826 -760.27704111263574 1227.9608211436171 334.64907180744711 -902.44168467420229 -260.6185484912408 1018.5704829986831 1504.6266465928816 207.25867557035355 -1712.6326280381936 350.88030999719444 -760.90676988882819 -915.93239354246475 635.74787954933106 -569.04572755290064 2012.789952035502 666.4096344250197 687.03299126284912 -1085.7788604337265 1345.1934936955497 -174.36503142142115 1450.2402055584016 -836.58059549534528 1161.0013379913016 535.30749324256033 11.5213752012979 1179.4834852430556 849.41397731050461 -625.35846660066034
leaf_weight=48.301723480224609 15 9.0603446960449219 136.90517044067383 9.9999999999999964 6.9999999999999982 24.181034088134766 0.99999999999999878 209.32758331298828 0.999999999999999 150.02585983276367 58.241378784179688 1.9999999999999998 16.120689392089847 2.0000000000000009 16.120689392089847 71.362068176269531 214.26723861694336 9.0603446960449219 9.0603446960449201 4.9999999999999991 10.060344696044922 27.181034088134766 13.06034469604492 10.060344696044924 41.301723480224609 3.9999999999999991 1 2.9999999999999991 16.120689392089844 16.120689392089844 1.9999999999999989 1.0000000000000007 8.0603446960449219
leaf_count=13 15 2 31 10 7 3 1 54 1 30 30 2 2 2 2 29 66 2 2 5 3 6 6 3 6 4 1 3 2 2 2 1 1
internal_value=0 -116.505 211.614 513.162 2642.14 -418.53 4278.37 395.333 -559.353 -620.763 486.369 5069.96 75.5708 -154.641 -228.057 -312.359 -798.302 1769.52 -124.617 791.154 182.234 366.962 -332.173 756.644 -397.942 621.055 255.415 401.407 222.731 280.685 2904.84 3107.92 -981.62
internal_weight=0 1132.94 543.138 297.69 35.0603 589.802 11 284.69 458.897 425.655 267.569 9 130.905 245.448 228.388 208.267 262.569 24.0603 101.724 17.0603 12.0603 36.2414 163.086 29.181 65.4828 20.1207 2 19.1207 33.2414 32.2414 13 11 17.1207
internal_count=349 321 176 100 28 145 11 87 120 115 84 9 25 76 66 60 79 17 17 10 5 8 36 8 9 6 2 5 5 4 13 11 3

Tree=33
num_cat=0
split_feature=0 9 1 2 3 8 2 1 1 1 5 4 3 1 4 8 5 5 3 2 8 6 7 3 5 0 2 3 9 1 2 2 3 2 4 0 1 1 2 3 3 1
split_gain=9.69352e+10 5.05748e+10 4.73198e+10 2.14801e+10 1.30041e+10 1.26027e+10 1.34643e+10 1.69278e+10 1.21223e+10 1.14803e+10 1.09252e+10 1.07822e+10 9.59652e+09 8.979e+09 6.71636e+09 5.46891e+09 4.42274e+09 6.04571e+09 5.16988e+09 3.87451e+09 4.98751e+09 2.64559e+09 2.52434e+09 2.51693e+09 2.30259e+09 2.16129e+09 2.08736e+09 1.94128e+09 1.46342e+09 1.40607e+09 1.40235e+09 1.35635e+09 1.31141e+09 1.12862e+09 1.32021e+09 1.08831e+09 1.05268e+09 2.26829e+09 1.16921e+09 1.01138e+09 2.45789e+09 8.92393e+08
threshold=0.61111111111111127 0.90000000000000013 0.52599849284099487 0.11211129296235681 0.61231884057971031 0.37500000000000006 0.31767594108019642 0.2240015071590053 0.35757347400150724 0.25376789751318768 0.93750000000000011 0.27656250000000004 0.95289855072463781 0.68528636021100231 0.71843750000000006 0.62500000000000011 0.27083333333333343 0.14583333333333334 0.3731884057971015 0.29574468085106392 0.62500000000000011 0.91666666666666685 1.0000000180025095e-35 0.45289855072463775 0.64583333333333337 0.3888888888888889 0.20000000000000004 0.32246376811594207 0.70000000000000007 0.27449133383571972 0.13870703764320788 0.11415711947626843 0.98913043478260876 0.20114566284779054 0.48750000000000004 0.50000000000000011 0.18001130369253959 0.16776563677467973 0.07896890343698855 0.3514492753623189 0.38043478260869573 0.26299924642049743
left_child=3 2 5 28 16 6 7 -2 19 12 -8 27 15 33 -4 -6 17 18 -5 24 -21 30 -19 31 -3 -14 -13 -7 -1 -26 -11 -18 -22 -10 -35 -25 37 38 -30 -38 -41 -23
right_child=1 8 14 4 9 11 10 -9 13 21 -12 26 25 -15 -16 -17 23 22 -20 20 32 41 -24 35 29 -27 -28 -29 36 -31 -32 -33 -34 34 -36 -37 39 -39 -40 40 -42 -43
leaf_value=-1901.1368345748547 -134.9554508327881 2283.1640096695696 2440.7635697572978 180.93993670475746 22.262935994480888 -1410.1541259765627 -935.75973211935161 1324.3731189496561 843.28396983045297 -915.52242769281918 2382.7230278862849 357.38912507070341 1015.1429694332669 -814.33112533244605 6082.5378200954856 -534.32805990770885 -311.40948534754466 -959.30671126994685 -878.05666346637247 2736.8409128289477 -934.37714843750007 -449.17172885126502 1133.4794127182438 -437.96922417598199 1211.8797713471454 165.38926575378846 1419.2682421498566 -101.19977333006457 -861.55033471357694 513.12818611330829 505.51342310465338 -1046.3924071176564 933.18844331781861 3986.7631634299091 1452.3826551649308 -780.65433555955588 -2108.1030945824782 -357.45497444444959 -1521.9299343701477 807.62515375664748 -1227.104775676054 102.33105493134008
leaf_weight=5.9999999999999991 28.181034088134766 3.9999999999999991 6.9999999999999982 19.120689392089844 56.362068176269531 1.9999999999999989 18.120689392089847 65.301723480224609 0.99999999999999722 0.999999999999999 1.9999999999999989 8.0603446960449237 8.0603446960449201 1.0000000000000007 1.9999999999999998 201.3879280090332 8.0603446960449201 0.999999999999999 27.181034088134766 8.9999999999999982 0.99999999999999878 9.0603446960449201 8.9999999999999982 72.482757568359375 29.181034088134766 49.362068176269531 13.06034469604492 203.32758331298828 29.181034088134766 12.06034469604492 73.482757568359375 58.301723480224609 1 8.9999999999999982 1.9999999999999989 38.241378784179688 4.0000000000000027 16.120689392089844 11.999999999999998 1.0000000000000024 22.120689392089844 27.181034088134766
leaf_count=6 7 4 7 5 14 2 4 30 1 1 2 1 1 1 2 39 1 1 6 9 1 2 9 16 8 7 6 48 8 5 17 23 1 9 2 10 4 2 12 1 8 6
internal_value=0 555.121 308.1 -394.093 -294.091 208.436 635.981 887.29 1780.88 -129.202 -519.871 -7.68288 -282.919 3143.13 3719.75 -412.956 -593.371 -203.295 -445.513 1422.42 2275.91 307.126 863.519 -715.77 1175.43 298.194 1044.53 -119.914 -1113.36 1022.54 475.964 -962.368 -0.707037 3506.04 3667.7 -561.548 -1038.34 -886.514 -1081.8 -1321.16 -1112.71 -42.9189
internal_weight=0 418.293 349.052 749.707 659.284 340.052 113.603 93.4828 69.2414 425.897 20.1207 226.448 315.172 13 9 257.75 233.388 56.3017 46.3017 56.2414 11 110.724 10 177.086 45.2414 57.4224 21.1207 205.328 90.4224 41.2414 74.4828 66.3621 2 12 11 110.724 84.4224 57.3017 41.181 27.1207 23.1207 36.2414
internal_count=349 150 109 199 158 100 43 37 41 87 6 57 61 13 9 53 71 21 11 28 11 26 10 50 17 8 7 50 41 13 18 24 2 12 11 26 35 22 20 13 9 8

Tree=34
num_leaves=35
num_cat=0
split_feature=0 0 1 2 5 7 4 5 3 1 1 3 8 6 5 3 4 9 4 5 1 1 3 5 9 3 1 4 0 3 5 3 2 1
split_gain=9.96354e+10 6.32584e+10 2.35499e+10 1.45794e+10 1.33334e+10 1.21263e+10 1.14354e+10 8.93747e+09 1.17673e+10 1.00928e+10 8.51925e+09 8.23912e+09 7.06701e+09 6.32089e+09 5.54728e+09 4.30858e+09 4.07731e+09 4.52798e+09 4.4704e+09 3.45299e+09 3.41285e+09 3.04624e+09 2.9121e+09 2.76358e+09 2.7237e+09 2.61254e+09 2.29837e+09 2.11144e+09 1.21904e+09 1.13595e+09 7.16206e+08 9.48288e+08 6.47095e+08 5.89026e+07
threshold=0.83333333333333337 0.50000000000000011 0.21599472494348157 0.1270867430441899 0.64583333333333337 0.75000000000000011 0.71843750000000006 0.27083333333333343 0.88043478260869579 0.29935945742275816 0.30557648831951778 0.96739130434782616 0.62500000000000011 0.91666666666666685 0.64583333333333337 0.33695652173913049 0.043125000000000004 0.3000000000000001 0.11187500000000002 0.27083333333333343 0.24886963074604374 0.38187641296156749 0.49637681159420294 0.31250000000000006 0.50000000000000011 0.36594202898550726 0.10032027128862096 0.48750000000000004 0.61111111111111127 0.88043478260869579 0.68750000000000011 0.31521739130434784 0.20000000000000004 0.26299924642049743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 20 7 10 14 8 -4 -9 -6 12 19 16 23 -7 17 -5 -18 -3 25 -16 -14 -2 -15 -1 -27 -23 -13 -26 33 -32 -30 -22
right_child=6 2 4 13 5 15 -8 9 -10 -11 -12 28 22 24 21 -17 18 -19 -20 -21 30 27 -24 -25 29 26 -28 -29 32 -31 31 -33 -34 -35
leaf_value=-1978.6009792018581 -792.67335854388375 1449.1431936795595 1177.3454027516593 -1318.8342600905294 724.34577331327466 -1582.1949132387335 5871.338411458335 -274.83450845984896 236.46040664548224 474.02012607112215 1657.3645576805939 -50.749574308999357 -1027.2895684314083 -1969.4270771964655 2093.7534337118227 112.59021109227963 842.57938462865741 -266.98809781769978 -186.54732429783488 43.452552112771535 -1074.7023229720735 4300.6795971513611 -411.31771876758262 1455.0165819791036 -831.13186447675162 -1321.5613719519658 -798.05324894966452 1401.9526963975691 231.94590087839265 -311.14961418998354 -1093.4060920877662 132.10292593405759 796.50169704996301 -521.6204974813819
leaf_weight=7.9999999999999991 0.99999999999999722 3.9999999999999991 47.181034088134766 10.06034469604492 99.603446960449219 4.9999999999999973 1.9999999999999989 115.78448104858398 109.72413635253906 72.362068176269531 33.120689392089844 8.0603446960449201 23.120689392089844 3.9999999999999991 15.000000000000002 10.060344696044922 16.120689392089844 180.20689392089844 27.181034088134766 42.301723480224609 1.0000000000000007 4.9999999999999991 112.78448104858398 10.060344696044922 40.241378784179688 39.241378784179688 60.362068176269531 1.9999999999999998 8.0603446960449237 16.120689392089844 0.999999999999999 9.0603446960449219 19.120689392089844 10.06034469604492
leaf_count=8 1 4 26 3 29 5 2 24 25 30 19 1 9 4 15 3 2 39 6 7 1 5 21 3 12 11 18 2 1 2 1 2 5 3
internal_value=0 -60.9921 227.161 -544.709 418.172 814.35 2613.01 246.849 524.372 14.0435 966.561 -205.694 -341.147 -348.581 2268.77 -506.346 -228.992 -328.421 205.73 189.658 -987.142 2734.91 -522.045 1208.34 -801.381 -1101.25 -1014.07 3721.55 485.877 -689.48 -384.979 -67.8458 641.618 -647.163
internal_weight=0 1132.94 710.284 422.655 492.836 147.784 35.0603 345.052 156.905 188.147 132.724 217.448 182.207 293.931 33.0603 15.0603 233.569 190.267 43.3017 46.3017 128.724 22 135.905 11.0603 60.3621 107.603 99.6034 7 35.2414 56.3621 21.1207 10.0603 27.181 11.0603
internal_count=349 321 209 112 161 56 28 105 51 54 48 48 41 68 26 8 50 42 8 11 44 22 30 4 18 37 29 7 7 14 7 3 6 4

Tree=35
num_cat=0
split_feature=0 1 2 9 1 2 6 4 2 1 2 1 2 6 3 1 3 1 8 0 7 3 8 1 1 2 3 5 5 2 9 3 1 1 2 1 1 2 6 1 1
split_gain=1.22047e+11 2.94222e+10 2.72094e+10 1.20909e+10 1.18135e+10 1.14861e+10 1.10217e+10 8.53005e+09 8.40418e+09 7.12579e+09 6.65931e+09 5.66034e+09 5.56284e+09 5.2884e+09 5.24074e+09 5.00101e+09 4.98657e+09 4.5925e+09 4.34593e+09 3.7562e+09 5.1545e+09 3.27487e+09 2.61827e+09 2.55721e+09 2.31518e+09 2.28513e+09 2.54658e+09 1.97121e+09 1.76771e+09 1.55533e+09 1.39701e+09 1.30869e+09 1.02437e+09 9.76819e+08 8.14381e+08 7.51097e+08 4.87202e+08 4.60591e+08 3.3564e+08 3.28008e+08 6.97843e+07
threshold=0.72222222222222232 0.17238131122833461 0.30188216039279875 0.3000000000000001 0.33110399397136403 0.23772504091653032 0.91666666666666685 0.71843750000000006 0.098363338788870713 0.28890354182366246 0.13780687397708677 0.68528636021100231 0.25687397708674309 1.0000000180025095e-35 0.73550724637681164 0.39845516201959313 0.71376811594202916 0.35229841748304452 0.62500000000000011 0.50000000000000011 1.0000000180025095e-35 0.98188405797101463 0.62500000000000011 0.46929163526752077 0.35757347400150724 0.13199672667757775 0.93115942028985521 0.31250000000000006 0.47916666666666669 0.2191489361702128 0.50000000000000011 0.82971014492753636 0.11360211002260741 0.15269404672192918 0.11153846153846154 0.33609645817633765 0.30793142426526005 0.20204582651391165 1.0000000180025095e-35 0.2482102486812359 0.16776563677467973
left_child=1 6 12 9 5 8 10 11 -5 31 13 22 15 40 17 25 -7 -6 -17 20 -12 23 36 27 -24 -2 -27 -14 -15 -16 -8 38 -32 -21 -34 -11 -4 -20 -3 -23 -1
right_child=2 3 7 4 14 16 30 -9 -10 35 19 -13 21 28 29 18 -18 -19 37 33 -22 39 24 -25 -26 26 -28 -29 -30 -31 32 -33 34 -35 -36 -37 -38 -39 -40 -41 -42
leaf_value=-92.350221010941794 -1175.6406540890957 -938.60890032050963 1736.790698642415 -1707.4181615839152 1066.1672015913637 1003.4549715260564 -1754.451072459178 5667.47244466146 -58.466023697886186 494.55464529863161 722.5926405396774 -771.59160779587774 611.1481731282837 -1253.1386896907024 2008.7826116523281 2427.8006072533303 259.165597764246 19.197458889738371 1547.9384302512874 -125.07088429841798 -530.73979042599046 1232.0523532443576 296.79416579413652 -724.97950049867029 2105.6083147321424 1259.2236797065414 494.46621838717419 1619.9028231308832 -663.7298158443366 510.42574500644332 -1371.4116946440024 -425.17934897763138 -1200.4062568000179 230.50814956135565 -668.14563394837523 -141.00331962939987 3370.120798804403 773.80147463766821 -1460.6679481441236 3216.2759081024478 105.22444498252071
leaf_weight=8.0603446960449219 0.999999999999999 16.120689392089847 4.000000000000008 6.9999999999999991 19.120689392089844 32.181034088134766 7.9999999999999991 1.9999999999999989 404.59482192993164 8.0603446960449219 8.0603446960449201 0.999999999999999 8.0603446960449272 34.181034088134766 8.9999999999999982 7.0000000000000027 73.482757568359375 22.060344696044922 3.0000000000000027 83.603446960449219 117.78448104858398 1.9999999999999989 3 0.999999999999999 5 13.06034469604492 64.422412872314453 22.060344696044922 26.181034088134766 2.9999999999999991 15.06034469604492 8.0603446960449201 12.06034469604492 24.181034088134766 32.241378784179688 9.0603446960449219 8.9999999999999982 17.120689392089844 13.06034469604492 3 8.0603446960449219
leaf_count=1 1 2 4 7 5 11 8 2 101 1 1 1 1 13 9 7 17 15 3 13 26 2 3 1 5 6 15 15 5 3 8 1 5 3 4 2 9 3 6 3 1
internal_value=0 -175.864 1285.49 34.8063 103.058 29.5025 -523.839 2820.63 -90.0931 -671.608 -395.804 2353.79 1009.72 -798.61 806.353 814.214 492.264 517.455 1395.2 -261.436 -446.002 1548.35 2527.67 1289.41 1523.96 600.201 636.068 1374.98 -1010.71 1694.68 -1100.56 -1052.45 -988.093 -44.0756 -833.606 167.753 3009.55 949.262 -1208.19 2725.79 6.75864
internal_weight=0 1002.28 165.724 624.802 570.44 517.259 377.474 24 411.595 54.3621 310.112 22 141.724 76.4828 53.181 105.603 105.664 41.181 27.1207 233.629 125.845 36.1207 21 31.1207 8 78.4828 77.4828 30.1207 60.3621 12 67.3621 37.2414 59.3621 107.784 44.3017 17.1207 13 20.1207 29.181 5 16.1207
internal_count=349 268 81 180 168 136 88 24 108 12 63 22 57 20 32 35 28 20 13 43 27 22 21 17 8 22 21 16 18 12 25 9 17 16 9 3 13 6 8 5 2

Tree=36
num_leaves=45
num_cat=0
split_feature=1 0 0 2 6 3 3 5 3 3 2 1 4 6 4 2 0 4 9 4 3 1 1 5 1 2 2 4 1 5 0 5 2 5 1 2 1 8 1 5 3 5 1 3
split_gain=8.17554e+10 3.74877e+10 3.37482e+10 2.20154e+10 1.9071e+10 1.10144e+10 8.53013e+09 8.02891e+09 7.12866e+09 7.95385e+09 6.02815e+09 5.40715e+09 5.93573e+09 6.85974e+09 6.00513e+09 5.18346e+09 5.01304e+09 4.7473e+09 4.72193e+09 3.82492e+09 3.6708e+09 3.47999e+09 3.35108e+09 3.08453e+09 2.76164e+09 2.6412e+09 3.51007e+09 2.42151e+09 2.34361e+09 2.95997e+09 2.13839e+09 3.0063e+09 1.94703e+09 1.94646e+09 1.72865e+09 1.23779e+09 1.08836e+09 8.27702e+08 6.92065e+08 5.56962e+08 4.97481e+08 4.58948e+08 3.88522e+08 2.67012e+08
threshold=0.31527882441597593 0.50000000000000011 0.83333333333333337 0.26096563011456636 1.0000000180025095e-35 0.96014492753623204 0.88768115942028991 0.60416666666666685 0.33695652173913049 0.69927536231884069 0.36333878887070387 0.29559155990957048 0.10531250000000002 0.41666666666666669 0.29187500000000005 0.42201309328968911 0.3888888888888889 0.26468750000000008 0.3000000000000001 0.10656250000000002 0.98188405797101463 0.10540693293142428 0.30557648831951778 0.64583333333333337 0.18151846269781466 0.23387888707037646 0.2270049099836334 0.11687500000000002 0.58157498116051254 0.68750000000000011 0.94444444444444453 0.85416666666666685 0.15990180032733228 0.22916666666666671 0.22447249434815378 0.28265139116202948 0.44103240391861348 0.62500000000000011 0.32790128108515454 0.27083333333333343 0.98913043478260876 0.35416666666666669 0.19489449886963076 0.9746376811594204
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 11 16 19 8 -4 28 33 37 12 13 -3 -14 -12 42 -11 24 35 36 41 40 -21 39 26 -18 -23 29 -2 31 -7 -24 -10 -26 -5 43 38 -9 -6 -13 -20 -1 -8
right_child=2 3 7 5 18 30 20 10 9 17 15 22 14 -15 -16 -17 25 -19 21 23 -22 27 32 -25 34 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45
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leaf_weight=8.0603446960449219 0.99999999999999989 201.32758331298828 1.0000000000000024 17.120689392089847 8.0603446960449237 9.9999999999999982 33.120689392089844 1.0000000000000024 1.9999999999999989 50.301723480224609 1.9999999999999989 19.120689392089844 113.78448104858398 154.96551513671875 8.0603446960449201 1.0000000000000002 51.362068176269531 11.06034469604492 19.120689392089844 20.120689392089844 0.999999999999999 242.56896209716797 9.0603446960449219 27.181034088134766 9.0603446960449219 10.06034469604492 9.0603446960449201 8.0603446960449201 0.99999999999999989 6 8.0603446960449237 5.9999999999999991 9.0603446960449219 11.999999999999998 10.060344696044922 2.9999999999999991 2.9999999999999991 5.9999999999999991 7.9999999999999991 9.9999999999999982 8.0603446960449237 17.060344696044922 9.0603446960449219 1.9999999999999989
leaf_count=1 1 46 1 3 1 10 19 1 2 15 2 5 22 42 1 1 9 4 5 6 1 59 2 6 2 3 2 1 1 6 1 6 2 12 3 3 3 6 8 10 1 10 2 2
internal_value=0 -141.838 1136.69 105.386 -510.629 817.09 819.557 3054.27 524.363 676.147 3290.84 -20.1622 -69.9434 33.2757 -369.848 5382.07 142.775 417.684 -687.21 477.542 1423.21 -614.906 496.571 223.485 -1217.84 329.587 196.941 -545.118 -830.762 -1151.76 1718.15 2061.01 -31.9179 1717.28 -744.296 1040.4 1506.05 2597.51 3026.58 -1661.3 838.856 -1073.9 -604.8 1360.43
internal_weight=0 1026.52 141.483 614.922 411.595 91.4828 122.483 19 83.3621 75.3621 18 523.44 478.138 356.293 121.845 3 87.6034 61.3621 323.991 67.4224 39.1207 286.81 45.3017 47.3017 37.181 70.4828 60.4224 250.629 8 7 24.0603 16 18.1207 14 19.1207 20.1207 38.1207 15 9 18.0603 27.181 36.181 17.1207 35.1207
internal_count=349 264 85 156 108 35 66 19 41 33 18 121 111 88 23 3 17 19 91 18 25 75 10 12 16 14 11 60 8 7 17 16 4 14 5 6 24 15 9 11 6 15 3 21

Tree=37
num_cat=0
split_feature=0 1 2 9 9 4 4 2 3 0 3 1 5 7 5 1 3 4 6 4 1 4 1 1 2 2 1 4 1 3 2 5 4 2
split_gain=7.44565e+10 4.27896e+10 1.96806e+10 1.37069e+10 8.69331e+09 7.95278e+09 7.7912e+09 7.02961e+09 6.64968e+09 6.09423e+09 6.21874e+09 5.21932e+09 4.86415e+09 4.73015e+09 4.05477e+09 3.93192e+09 7.36691e+09 5.38015e+09 3.61934e+09 3.34232e+09 2.88456e+09 2.7945e+09 2.44221e+09 1.7281e+09 1.66133e+09 1.46105e+09 8.36382e+08 8.30881e+08 6.62965e+08 5.08736e+08 3.95807e+08 1.44169e+08 4.18088e+07 3.22155e+07
threshold=0.83333333333333337 0.27759984928409948 0.18977086743044194 0.90000000000000013 0.3000000000000001 0.71843750000000006 0.32531250000000006 0.19566284779050738 0.98188405797101463 0.3888888888888889 0.29710144927536236 0.24576111529766395 0.31250000000000006 0.58333333333333337 0.10416666666666667 0.42643180105501138 0.84420289855072472 0.15812500000000004 0.91666666666666685 0.47812500000000008 0.38187641296156749 0.23281250000000003 0.32036548605877929 0.38828183873398653 0.35098199672667768 0.17929623567921441 0.16004144687264507 0.15812500000000004 0.30077241899020352 0.90942028985507262 0.42201309328968911 0.56250000000000011 0.48750000000000004 0.27013093289689039
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leaf_weight=9.0603446960449219 1.000000000000006 114.60344696044922 8.0603446960449237 1.9999999999999998 17.120689392089844 1.9999999999999989 9.0603446960449237 189.20689392089844 1.9999999999999971 17.120689392089844 67.362068176269531 45.241378784179688 3.0000000000000062 25.120689392089844 448.01723480224609 31.181034088134766 55.301723480224609 11.06034469604492 0.99999999999999944 1.9999999999999989 4.9999999999999991 1.9999999999999989 1.9999999999999998 4.9999999999999973 1.0000000000000002 9.0603446960449219 21.120689392089844 9.0603446960449219 6 9.0603446960449219 0.99999999999999989 17.120689392089844 8.0603446960449219 11.999999999999998
leaf_count=2 1 44 1 2 3 2 2 48 2 3 25 17 3 11 95 10 20 4 1 2 5 2 2 5 1 2 7 2 6 2 1 3 1 12
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internal_weight=0 1141 884.672 256.328 613.983 27 235.267 270.69 245.509 549.621 84.4828 234.448 25 64.3621 465.138 212.147 169.905 42.2414 21.0603 24 21 13.0603 3 23.1207 3 18.1207 46.2414 11.0603 8 14.0603 6 25.181 10.0603 15
internal_count=349 322 221 101 148 27 87 73 69 126 28 65 25 22 98 78 64 14 14 24 21 6 3 9 3 4 18 4 8 7 6 4 3 15

Tree=38
num_cat=0
split_feature=1 2 3 4 5 5 3 9 5 1 8 1 6 2 0 7 4 2 7 5 1 5 5 9 1 9 7 0 2 4 0 0 0 4 2 3 1 0 3 0 1
split_gain=6.20987e+10 3.26939e+10 2.24107e+10 1.47443e+10 1.24531e+10 9.4851e+09 8.1227e+09 7.57417e+09 6.26013e+09 6.21029e+09 6.20607e+09 6.68487e+09 5.59238e+09 5.5867e+09 4.98876e+09 4.48175e+09 4.42862e+09 4.64331e+09 4.06683e+09 4.04596e+09 6.12609e+09 3.67933e+09 3.06044e+09 2.69692e+09 2.62075e+09 2.50559e+09 2.50376e+09 2.27668e+09 2.23464e+09 1.92837e+09 3.63098e+09 2.78172e+09 1.59656e+09 1.78186e+09 1.3644e+09 9.89539e+08 6.25528e+08 5.8371e+08 5.04396e+08 2.71616e+08 7.32573e+07
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leaf_count=2 12 5 6 2 1 68 5 14 1 4 2 1 4 7 4 7 9 10 1 9 19 8 18 15 23 1 4 2 4 3 2 18 3 24 1 6 4 10 3 1 6
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Tree=39
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split_feature=1 1 3 3 4 8 2 2 4 1 5 1 1 9 2 2 3 1 5 0 5 5 8 3 0 5 9 1 1 8 5 3 0 6 0 1
split_gain=5.73303e+10 2.68649e+10 1.86852e+10 1.582e+10 1.17875e+10 9.32097e+09 9.0564e+09 8.41957e+09 7.1965e+09 7.01138e+09 6.73033e+09 6.32427e+09 7.53898e+09 5.68001e+09 5.49593e+09 4.9503e+09 4.97113e+09 4.06999e+09 4.0231e+09 3.87535e+09 3.62941e+09 3.79319e+09 3.557e+09 2.90234e+09 2.62972e+09 2.58559e+09 2.338e+09 2.22071e+09 1.65749e+09 1.60965e+09 1.58811e+09 9.65012e+08 3.1606e+08 2.84887e+08 1.75136e+08 3.90468e+06
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 15 11 23 17 -7 14 12 -4 25 -11 20 -17 29 31 -12 21 -1 -15 27 -18 -8 -25 -5 -22 -3 -13 35 34 -9 -20 -6
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leaf_count=10 5 10 42 20 2 10 2 3 2 11 16 2 14 7 8 6 6 1 1 65 8 10 3 1 2 7 2 42 4 8 7 5 1 1 2 3
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Tree=40
num_leaves=38
num_cat=0
split_feature=2 1 2 3 0 2 0 8 1 1 5 3 1 6 3 1 3 3 7 7 8 5 2 3 5 1 5 1 2 8 1 5 3 9 6 5 0
split_gain=6.8675e+10 2.92983e+10 1.68268e+10 1.55617e+10 1.39305e+10 1.14419e+10 1.09597e+10 9.51316e+09 5.42337e+09 7.35009e+09 5.41058e+09 1.08026e+10 1.00124e+10 5.25863e+09 4.48399e+09 5.60406e+09 4.26407e+09 4.2062e+09 6.60431e+09 4.1934e+09 3.66403e+09 3.62523e+09 4.18458e+09 2.60883e+09 2.55535e+09 2.49298e+09 1.21191e+09 5.48527e+08 5.39117e+08 1.67777e+09 1.54388e+09 4.13628e+08 3.06332e+09 4.08972e+08 3.52165e+08 2.87405e+08 1.50592e+08
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=6 2 1 2 9 6 2 13 14 6 1 67 13 32 1 8 3 56 24 4 2 3 4 12 1 4 5 15 2 2 14 1 1 2 4 2 2 3
internal_value=0 -144.599 925.312 -223.245 829.838 3574.15 -365.141 75.6267 937.644 846.019 -264.285 174.088 -324.904 791.227 1052.98 -37.3257 939.919 246.561 456.747 -392.942 1944.92 -805.031 -479.843 1055.87 -1007.27 16.2142 -1058.14 134.328 1239.03 1286.37 420.353 199.824 -222.75 -525.31 -428.287 304.627 875.957
internal_weight=0 992.216 175.784 915.914 170.784 5 620.922 294.991 161.724 149.724 506.259 61.3017 444.957 76.3017 54.181 8 139.664 216.448 112.724 78.5431 12 114.664 51.3017 3 5 103.724 63.3621 22.1207 46.181 43.181 3 21.1207 4 69.4828 10.0603 17.1207 6
internal_count=349 265 84 224 79 5 162 62 77 65 125 26 99 41 33 8 62 47 28 15 12 37 16 3 5 19 21 8 25 22 3 7 4 13 3 3 6

Tree=41
num_leaves=29
num_cat=0
split_feature=0 1 0 4 9 4 6 9 1 6 3 0 5 2 5 1 4 0 0 2 6 7 0 2 5 5 2 1
split_gain=6.32904e+10 2.86557e+10 1.46986e+10 9.04013e+09 8.55202e+09 1.08674e+10 8.60398e+09 7.60272e+09 5.47741e+09 5.30248e+09 4.30223e+09 6.1342e+09 4.1846e+09 3.96082e+09 3.50321e+09 2.90759e+09 2.90102e+09 2.77644e+09 2.89183e+09 2.72921e+09 2.30931e+09 2.10418e+09 2.01652e+09 2.00972e+09 1.87472e+09 4.68888e+08 3.47247e+09 7.68413e+07
threshold=0.83333333333333337 0.17238131122833461 0.61111111111111127 0.71843750000000006 0.90000000000000013 0.026875000000000003 0.91666666666666685 0.3000000000000001 0.090523737754333103 0.91666666666666685 0.75724637681159435 0.50000000000000011 0.31250000000000006 1.0000000180025095e-35 0.10416666666666667 0.68528636021100231 0.072812500000000016 0.50000000000000011 0.61111111111111127 0.18248772504091657 1.0000000180025095e-35 0.91666666666666685 0.3888888888888889 0.35793780687397714 0.27083333333333343 0.93750000000000011 0.35098199672667768 0.43198944988696314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 13 15 6 12 7 -4 20 -7 17 22 -6 -3 -15 23 -8 19 -19 -10 -1 -16 -12 25 -13 26 -2 -25
right_child=3 2 4 -5 5 9 16 -9 10 -11 11 24 -14 14 21 -17 -18 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=-279.21269647514913 1784.9215125413173 -1404.3961648331208 -382.52747995672411 4618.2817708333341 -686.27409011611189 2487.7013256737096 12.862520220839267 564.77468600573604 -642.21569251832079 1016.6785735868107 1069.6798068345918 -873.78508147656521 542.99677370138704 -1075.3868190343085 -45.713930636430682 -656.36731008976074 -577.12242106381871 -64.509005215421624 -770.09440262554745 18.291562136520955 -1284.7533646492507 -549.17300045210379 198.56998515334851 3290.177997504341 -190.67563539277444 1111.1147724273521 -729.23923495678196 949.05592170877594
leaf_weight=8.0603446960449201 23.060344696044925 4.9999999999999991 24.181034088134766 1.9999999999999989 9.0603446960449237 8.9999999999999982 73.482757568359375 143.66379165649414 174.14654922485352 23.120689392089844 8.0603446960449201 16.120689392089844 22.120689392089844 8.0603446960449201 371.29309844970703 0.999999999999999 28.181034088134766 62.422412872314453 18.120689392089844 17.120689392089844 25.120689392089844 21.120689392089844 28.181034088134766 1.9999999999999989 26.181034088134766 16.120689392089844 0.999999999999999 1.0000000000000002
leaf_count=1 16 5 3 2 2 9 17 66 40 9 1 2 8 1 103 1 7 13 4 3 11 7 7 2 5 2 1 1
internal_value=0 -95.7176 86.4644 1775.94 332.284 851.444 207.97 427.014 -445.804 1484.2 -385.705 -58.9334 176.766 -115.585 -96.4495 1559.59 -154.228 -479.634 -229.862 -583.278 -1054.02 -73.98 413.081 1622.99 -463.507 1467.34 1658.38 2902.1
internal_weight=0 1121.82 738.284 46.181 332.81 63.3017 269.509 167.845 383.534 32.1207 350.353 78.5431 31.181 405.474 400.474 44.181 101.664 271.81 80.5431 191.267 33.181 392.414 36.2414 43.181 42.3017 40.181 24.0603 3
internal_count=349 324 237 25 121 28 93 69 87 18 75 15 10 116 111 23 24 60 17 43 12 110 8 22 7 19 17 3

Tree=42
num_cat=0
split_feature=1 0 6 0 1 7 3 0 4 2 2 1 5 2 6 2 1 2 2 2 2 1 2 1 7 1 1 5 2 2 3 0 5 5 1 2 1 1 1 2 2 4 1 1
split_gain=4.27978e+10 2.44673e+10 1.56697e+10 9.40532e+09 9.12021e+09 8.86709e+09 8.15986e+09 7.69161e+09 7.31428e+09 6.66246e+09 6.32766e+09 5.86954e+09 5.34148e+09 5.72364e+09 4.21747e+09 4.44873e+09 3.94762e+09 3.85148e+09 3.7571e+09 3.74857e+09 3.71418e+09 3.46659e+09 3.08811e+09 2.59069e+09 2.46388e+09 2.22971e+09 2.231e+09 2.11693e+09 1.99182e+09 1.77369e+09 1.64537e+09 1.627e+09 1.59682e+09 1.51963e+09 1.50246e+09 1.44836e+09 1.33441e+09 6.11422e+08 2.96534e+08 2.13362e+08 7.59052e+08 1.61884e+08 9.61752e+07 1.3456e+08
threshold=0.2482102486812359 0.83333333333333337 0.41666666666666669 0.3888888888888889 0.28664280331574987 0.58333333333333337 0.96014492753623204 0.61111111111111127 0.18218750000000003 0.13199672667757775 0.22070376432078562 0.31085154483798044 0.60416666666666685 0.36333878887070387 0.41666666666666669 0.18731587561374799 0.25640542577241904 0.075286415711947649 0.2191489361702128 0.3266775777414076 0.42201309328968911 0.24086284853052001 0.097872340425531931 0.28475885455915606 0.91666666666666685 0.2808967596081387 0.32036548605877929 0.47916666666666669 0.10924713584288054 0.32422258592471365 0.6557971014492755 0.50000000000000011 0.97916666666666685 0.64583333333333337 0.27449133383571972 0.35098199672667768 0.11689902034664658 0.25376789751318768 0.24472494348153734 0.10572831423895256 0.15654664484451722 0.0078125000000000017 0.1387528259231349 0.16672946495855315
left_child=3 2 7 5 23 36 9 16 19 17 14 -11 -6 35 18 22 37 -4 24 -9 -15 27 -16 -3 -5 34 -27 31 -7 -10 -18 -12 -29 -23 -8 -14 -1 -2 -35 -38 -41 -17 -30 -44
right_child=1 4 6 10 12 28 25 8 29 11 21 -13 13 20 15 41 30 -19 -20 -21 -22 33 -24 -25 -26 26 -28 32 42 -31 -32 -33 -34 38 -36 -37 39 -39 -40 40 -42 -43 43 -45
leaf_value=840.4243669233407 1413.2686493234544 1638.9895185647545 -1353.4183553479381 -46.426664571395719 -638.91073595412126 -1660.068244322495 444.59266004433789 497.99652579934639 1602.0579570502593 -845.99939224576269 -844.07150515292403 114.74114861289814 2195.7252671899255 5533.3741373697922 -1472.4483544589712 -1715.9403266059007 266.90800479360036 286.13938057606572 -1076.7736760938203 1402.5361708909611 923.8150016622335 -812.38301785141198 -303.47095963503955 59.531383625421199 -622.27906473987969 1299.218140883195 -178.52572688466498 36.159973244411979 -931.96001752429208 37.565150282118061 -373.54730148137526 745.5708589978201 695.97088344335884 161.59649371325426 -283.02510860880079 480.57882893880208 -690.54159532912217 526.80845273600778 -195.24109650668859 738.5318504820475 -682.62795877659528 -959.04335995724114 -451.16268800989184 -789.78972521668675
leaf_weight=8.0603446960449201 2.9999999999999973 3.0000000000000009 2.9999999999999991 263.81034088134766 1.0000000000000024 8.9999999999999982 25.181034088134766 134.84482574462891 24.060344696044925 54.301723480224609 1.0000000000000024 22.060344696044922 12.000000000000002 1.9999999999999989 4.9999999999999991 2.0000000000000027 14.06034469604492 47.301723480224609 9.0603446960449201 12.06034469604492 1.0000000000000002 9.0603446960449201 212.3879280090332 8.0603446960449219 19.120689392089844 11.06034469604492 2.9999999999999991 57.362068176269531 31.181034088134766 1.9999999999999989 30.181034088134766 26.120689392089844 10.06034469604492 8.0603446960449237 9.0603446960449201 1.9999999999999989 0.99999999999999944 8.0603446960449219 16.120689392089844 0.99999999999999967 1 18.120689392089844 9.0603446960449237 18.120689392089844
leaf_count=1 3 3 3 52 1 9 4 36 17 19 1 15 12 2 5 2 7 12 2 5 1 2 50 1 5 4 3 15 10 2 9 12 3 1 2 2 1 1 2 1 1 4 2 4
internal_value=0 391.275 288.188 -235.03 1771.16 -749.692 -67.7997 560.265 723.657 -278.46 -172.704 -570.302 2443.7 2647.57 -248.845 -404.984 45.895 166.763 -121.004 580.166 4554.92 142.342 -336.187 577.178 -87.1527 479.719 991.961 296.201 -963.818 1487.15 -168.764 662.265 142.314 -291.602 249.79 1993.63 529.329 853.705 -74.7897 -307.505 36.4239 -1103.04 -833.382 -694.609
internal_weight=0 432.293 403.233 735.707 29.0603 78.4224 174.966 228.267 172.966 126.664 657.284 76.3621 18 17 529.5 237.509 55.3017 50.3017 291.991 146.905 3 127.784 217.388 11.0603 282.931 48.3017 14.0603 94.5431 67.3621 26.0603 44.2414 27.1207 67.4224 33.2414 34.2414 14 11.0603 11.0603 24.181 3 2 20.1207 58.3621 27.181
internal_count=349 164 142 185 22 29 62 80 60 49 156 34 18 17 120 61 20 15 59 41 3 36 55 4 57 13 7 31 25 19 16 13 18 5 6 14 4 4 3 3 2 6 16 6

Tree=43
num_cat=0
split_feature=2 8 1 6 3 1 7 5 2 2 0 7 1 7 5 7 0 3 0 5 1 4 2 2 2 1 3 5 2 6 1 2 3 1 5 6
split_gain=3.7897e+10 2.114e+10 1.64432e+10 9.81534e+09 8.33975e+09 7.72208e+09 1.04328e+10 7.10399e+09 8.13995e+09 6.93404e+09 5.85606e+09 4.95782e+09 4.75095e+09 4.23277e+09 4.00582e+09 3.45521e+09 3.34704e+09 3.28434e+09 3.25691e+09 7.30676e+09 5.42215e+09 2.88138e+09 2.77171e+09 2.68861e+09 2.43185e+09 2.39585e+09 2.06282e+09 2.01141e+09 1.97914e+09 1.8326e+09 2.18126e+09 1.62927e+09 5.43405e+08 3.81614e+08 2.68635e+08 1.06906e+08
threshold=0.1730769230769231 0.37500000000000006 0.44103240391861348 0.91666666666666685 0.80072463768115953 0.20535041446872646 0.41666666666666669 0.64583333333333337 0.31767594108019642 0.42201309328968911 0.27777777777777785 0.75000000000000011 0.24576111529766395 1.0000000180025095e-35 0.85416666666666685 0.75000000000000011 0.83333333333333337 0.25362318840579717 0.61111111111111127 0.35416666666666669 0.25536925395629245 0.13062500000000002 0.2086743044189853 0.16849427168576106 0.23837970540098202 0.085813865862848546 0.38043478260869573 0.47916666666666669 0.20605564648117844 0.25000000000000006 0.25150715900527515 0.23510638297872341 0.96014492753623204 0.15146948003014321 0.72916666666666685 0.75000000000000011
left_child=4 2 3 7 10 15 13 21 -9 -4 34 23 31 -7 16 22 -5 -14 25 -20 -21 -2 28 29 -15 35 -27 -24 -3 -6 -31 -8 -13 -17 -1 -12
right_child=1 5 9 14 11 6 12 8 -10 -11 18 32 17 24 -16 33 -18 -19 19 20 -22 -23 27 -25 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36 -37
leaf_value=-1585.721681958576 754.07697580302147 15.193749255398027 3302.6987696192296 795.30950982702461 -453.198490271011 -1275.4079305013022 1042.7692788597894 1169.5233911918147 3425.8509573514348 -621.91844456449439 -698.28551705749931 -1156.2545298091707 1356.4225043402778 549.9468024587394 -897.04823727570465 -375.5311653682943 -411.14502588324325 -382.40681488557215 1794.7302721088436 599.11748570420662 -512.9144094033353 -115.34744712752524 -955.04873318450336 1068.5054654437461 1058.4923634639276 -52.481770009139431 -319.08759411665716 -144.58722990165114 520.7084745292525 21.275887577615315 550.90220060326908 127.31740753308257 -405.11641657980658 -892.896666877651 -872.84263250522747 -1269.1184194095802
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leaf_count=6 26 12 8 6 1 2 2 18 4 1 1 4 2 25 2 1 2 14 5 3 6 11 2 3 20 27 90 7 4 8 13 3 1 4 1 4
internal_value=0 378.045 864.497 726.381 -194.38 169.74 375.952 937.501 1442.79 2850.06 -274.668 206.074 -79.4291 657.561 -59.7923 -84.8586 304.329 -303.552 -246.389 138.39 -79.8593 622.003 0.102481 327.857 697.94 -286.508 -267.145 -325.716 144.99 230.758 306.201 587.909 -715.947 -700.929 -1252.55 -961.057
internal_weight=0 521.957 155.664 146.664 646.043 366.293 202.147 115.483 43.181 9 538.379 107.664 77.4828 124.664 31.181 164.147 22.1207 58.3621 524.319 49.3017 44.3017 72.3017 145.026 95.6034 122.664 475.017 462.957 44.3017 100.724 85.5431 77.4828 19.1207 12.0603 19.1207 14.0603 12.0603
internal_count=349 176 78 69 173 98 68 59 22 9 143 30 21 47 10 30 8 16 136 14 9 37 25 25 45 122 117 9 16 22 21 5 5 5 7 5

Tree=44
num_leaves=33
num_cat=0
split_feature=1 1 3 7 3 0 2 6 0 5 6 4 9 6 4 5 5 2 5 6 8 1 3 1 3 3 3 9 9 3 1 1
split_gain=3.958e+10 2.12486e+10 1.56323e+10 1.40898e+10 8.36427e+09 8.29024e+09 6.9756e+09 1.14574e+10 4.92966e+09 4.411e+09 5.19573e+09 4.13935e+09 3.81876e+09 3.83477e+09 3.38991e+09 3.03483e+09 1.84678e+09 1.7326e+09 1.39572e+09 1.20207e+09 1.11691e+09 1.0118e+09 7.7062e+08 7.14085e+08 4.78185e+08 7.54376e+08 4.87364e+08 4.39147e+08 3.34622e+08 2.07742e+08 6.36809e+07 1.53441e+07
threshold=0.25913715146948008 0.46147324792765637 0.3514492753623189 0.91666666666666685 0.96739130434782616 0.83333333333333337 0.33346972176759421 0.91666666666666685 0.27777777777777785 0.10416666666666667 0.91666666666666685 0.1034375 0.3000000000000001 1.0000000180025095e-35 0.30031250000000004 0.85416666666666685 0.72916666666666685 0.23232405891980365 0.68750000000000011 0.91666666666666685 0.62500000000000011 0.28409947249434819 0.25362318840579717 0.37961567445365491 0.41666666666666669 0.59782608695652184 0.53985507246376818 0.90000000000000013 0.90000000000000013 0.815217391304348 0.43198944988696314 0.52599849284099487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 8 31 12 30 -1 19 -11 15 21 -14 28 27 18 -17 23 -10 -7 -4 -5 -2 -24 26 -26 -6 -13 -27 -8 -3
right_child=1 5 6 22 11 20 7 -9 9 10 -12 14 13 -15 -16 17 -18 -19 -20 -21 -22 -23 24 -25 25 29 -28 -29 -30 -31 -32 -33
leaf_value=-1166.5551699316786 -619.09862034574405 983.80100803195785 629.8072514960113 -321.49030209752641 -1231.8724418089557 3703.0453031994057 3024.3660209396257 -1098.0458021375866 -958.60907267206846 -16.701010365136405 -315.1386754374069 1094.7792276114053 -95.291748240894989 509.36996031226556 184.2752602128146 1319.5626701433634 -179.54554473765043 51.455606075814536 -1269.8618240312364 -351.92611209636732 828.99478266289861 -688.38935527911144 -1109.1497089685515 761.22570852726017 -704.93319652986634 -1336.6316459396251 -199.82457284432212 -300.9522833440721 1945.7560226690566 -802.36287197070669 902.3132770944145 1521.9238758175873
leaf_weight=11.06034469604492 1.0000000000000009 12.060344696044927 0.99999999999999722 8.0603446960449201 3.0000000000000009 4.9999999999999991 5 1.9999999999999998 18.120689392089844 457.01723480224609 213.3879280090332 11.06034469604492 29.181034088134766 237.26723861694336 9.0603446960449219 2.9999999999999991 8.0603446960449237 9.0603446960449219 15.060344696044922 17.120689392089844 0.99999999999999989 9.0603446960449219 22.120689392089844 1 12.060344696044922 5.0000000000000027 9.0603446960449219 3 4.0000000000000009 19.120689392089844 0.99999999999999989 5.9999999999999991
leaf_count=4 1 5 1 1 3 5 5 2 4 104 51 4 8 89 2 3 1 2 8 3 1 2 8 1 5 5 2 3 4 5 1 6
internal_value=0 460.452 346.265 -183.155 -117.887 1865.84 452.362 1837.53 -158.379 -141.143 -111.982 559.288 406.583 443.052 975.953 -16.6719 -829.987 435.196 -1113.4 -679.635 3391.37 -517.222 -830.931 92.7085 -886.955 -759.218 -504.921 -864.471 1415.75 -956.27 2831.37 1224.99
internal_weight=0 333.69 309.629 834.31 758.888 24.0603 284.509 8 716.707 705.647 670.405 42.181 276.509 266.448 24.1207 18.0603 25.1207 12.0603 17.0603 35.2414 6 10.0603 75.4224 2 67.3621 45.2414 21.1207 6 15.0603 24.1207 6 18.0603
internal_count=349 136 119 213 187 17 108 8 166 162 155 21 100 97 10 11 11 5 10 7 6 3 26 2 25 17 7 6 8 10 6 11

Tree=45
num_leaves=30
num_cat=0
split_feature=1 3 2 1 8 2 3 4 2 6 1 9 5 4 6 3 1 7 1 1 2 3 1 2 8 6 1 1 8
split_gain=3.45185e+10 1.40623e+10 1.27781e+10 8.34667e+09 8.27553e+09 6.56635e+09 7.21442e+09 6.32472e+09 6.15916e+09 9.95828e+09 6.60751e+09 5.10842e+09 4.30181e+09 4.27388e+09 3.72995e+09 3.47674e+09 3.15759e+09 3.09433e+09 2.78763e+09 2.71114e+09 2.47587e+09 2.41484e+09 2.38221e+09 2.07051e+09 1.99078e+09 1.85221e+09 1.5037e+09 1.06844e+09 1.04553e+09
threshold=0.44103240391861348 0.91666666666666674 0.31333878887070382 0.36953654860587798 0.62500000000000011 0.21325695581014734 0.69202898550724645 0.71843750000000006 0.17651391162029464 0.91666666666666685 0.27449133383571972 0.50000000000000011 0.85416666666666685 0.078437500000000007 0.91666666666666685 0.85869565217391319 0.30906179351921631 0.91666666666666685 0.68528636021100231 0.32036548605877929 0.15564648117839611 0.25362318840579717 0.40382441597588553 0.21522094926350249 0.62500000000000011 0.25000000000000006 0.36859457422758107 0.19018462697814623 0.62500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=46
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Tree=47
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Tree=48
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Tree=49
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Tree=52
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Tree=53
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Tree=54
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Tree=55
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_value=-985.37588079615807 -904.77227345014023 1282.7994797003075 703.81681973071818 1016.8612281868362 175.14764805172823 -608.51179978390928 -66.249573952384026 -607.07853848071693 714.22619680851039 3252.3538330078118 -870.23437526696569 641.57244015957451 -271.66227322008211 111.2507779049282 860.61816198470683 -919.37610954122283 2573.7879892880151 -1126.088007158419 100.32858479817709 -266.75483822130019
leaf_weight=11.06034469604492 10.060344696044922 3.9999999999999991 0.999999999999999 12.06034469604492 182.96551513671875 0.99999999999999989 867.43102264404297 1.0000000000000024 0.99999999999999967 1.9999999999999998 17.120689392089847 0.999999999999999 9.0603446960449219 9.0603446960449237 1.0000000000000002 1 3 15.06034469604492 1.9999999999999989 16.120689392089844
leaf_count=4 3 4 1 5 70 1 232 1 1 2 3 1 2 2 1 1 3 8 2 2
internal_value=0 2.84167 -10.5325 -22.2749 -34.9144 1837.92 -24.0897 -605.802 1591.64 2271.37 -810.397 -542.496 -136.564 -168.894 317.598 -133.848 2317.56 -950.517 -768.757 -315.35
internal_weight=0 1087.52 1080.52 1073.52 1061.46 7 1050.4 80.4828 7 6 54.3017 20.1207 10.0603 26.181 3 2 4 34.181 19.1207 17.1207
internal_count=349 325 318 311 306 7 302 24 7 6 19 6 3 5 3 2 4 13 5 3

Tree=56
num_leaves=31
num_cat=0
split_feature=1 6 2 4 1 4 2 5 2 2 3 2 2 3 1 3 6 2 1 2 0 5 0 1 2 5 5 3 1 0
split_gain=1.51335e+10 7.897e+09 9.47398e+09 5.9822e+09 4.31071e+09 3.86064e+09 2.87552e+09 3.71269e+09 2.84701e+09 2.63445e+09 2.57115e+09 2.36357e+09 3.48478e+09 3.45409e+09 2.82589e+09 2.96048e+09 2.47161e+09 1.71979e+09 1.62362e+09 1.5212e+09 1.34425e+09 1.25316e+09 1.05332e+09 9.11164e+08 6.09636e+08 8.01274e+08 3.00801e+08 1.90338e+08 5.51607e+07 2.69526e+07
threshold=0.44103240391861348 0.58333333333333337 0.24148936170212768 0.67562500000000014 0.095139412207987953 0.71843750000000006 0.27978723404255323 0.64583333333333337 0.24574468085106385 0.098363338788870713 0.3731884057971015 0.15810147299509006 0.16489361702127661 0.62681159420289867 0.2461379050489827 0.56159420289855089 1.0000000180025095e-35 0.086824877250409174 0.10032027128862096 0.2576104746317513 0.50000000000000011 0.47916666666666669 0.16666666666666669 0.46929163526752077 0.27250409165302786 0.60416666666666685 0.35416666666666669 0.88768115942028991 0.082234363225320281 0.72222222222222232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 10 23 8 -8 -4 17 -3 14 20 -14 16 -16 -1 21 -11 -20 -13 -6 -12 -2 29 -26 -19 -7 -24 -25
right_child=5 4 3 -5 9 27 7 -9 -10 18 22 12 13 -15 15 -17 -18 26 19 -21 -22 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=373.3287822440725 1668.3619009745462 -379.56778369767903 636.28876145007189 -805.65527615355029 -695.61829118778996 3509.5237367021277 256.52136331873214 1351.6072969301201 78.443813556794581 -1369.2107937282988 -660.07424783909448 -831.04993799685644 -449.6209667798334 45.62970856866599 1044.1987400295336 192.59235592063541 -80.071037624653869 -551.9784134758379 -141.07678035249668 -474.66292974028096 -218.93100280871337 -61.82790594134346 767.12871553789353 764.5930916094411 -592.3279774767293 559.69206237832691 -1065.6061840306972 945.79794298537172 504.57754642948777 1321.2563768524487
leaf_weight=36.241378784179688 3.0000000000000062 9.0603446960449201 51.362068176269531 8.0603446960449201 12.06034469604492 0.99999999999999878 13.06034469604492 20.060344696044922 41.181034088134766 1.9999999999999989 1.0000000000000024 20.120689392089844 42.241378784179688 191.14654922485352 13.06034469604492 40.241378784179688 157.08620452880859 8.0603446960449219 358.17240905761719 37.181034088134766 17.120689392089844 20.120689392089844 10.060344696044924 9.0603446960449237 0.99999999999999722 11.060344696044922 13.060344696044922 1 17.120689392089844 2.9999999999999991
leaf_count=8 3 2 9 1 5 1 6 13 20 2 1 6 14 57 6 12 30 1 104 16 3 6 3 2 1 4 6 1 3 3
internal_value=0 -32.822 81.1269 454.794 -184.733 1104.85 540.684 937.608 391.131 -227.567 326.883 -16.0833 -117.933 -45.3582 95.6987 414.833 6.22922 -555.36 -182.465 -173.434 -561.2 -311.55 558.633 884.613 731.833 430.37 -899.517 2908.4 622.771 983.513
internal_weight=0 1138.88 650.983 133.724 487.897 29.1207 125.664 33.1207 92.5431 450.655 37.2414 517.259 270.629 233.388 246.629 53.3017 193.328 53.3017 397.353 395.353 37.2414 32.181 28.181 27.1207 24.1207 12.0603 21.1207 2 27.181 12.0603
internal_count=349 334 185 49 149 15 48 19 29 140 9 136 80 71 56 18 38 18 122 120 9 11 7 13 10 5 7 2 6 5

Tree=57
num_leaves=20
num_cat=0
split_feature=0 2 3 1 3 1 2 5 2 5 4 5 4 3 8 4 5 3 1
split_gain=8.86227e+09 6.71786e+09 5.43302e+09 3.62546e+09 3.59241e+09 3.47224e+09 6.54284e+09 5.42785e+09 4.95898e+09 3.9301e+09 2.49852e+09 1.59605e+09 3.87292e+09 1.58318e+09 1.48363e+09 1.48219e+09 1.16863e+09 1.11363e+09 2.80605e+08
threshold=0.94444444444444453 0.060883797054009821 0.96739130434782616 0.35757347400150724 0.93115942028985521 0.222871137905049 0.19566284779050738 0.18750000000000003 0.17790507364975452 0.85416666666666685 0.47812500000000008 0.22916666666666671 0.17656250000000004 0.9746376811594204 0.62500000000000011 0.0078125000000000017 0.60416666666666685 0.71376811594202916 0.68528636021100231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 11 18 6 8 17 -3 -9 14 13 -13 -4 -5 -8 -6 -7 -2
right_child=4 2 3 10 16 7 15 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-1090.5346862764916 1230.3382486979174 -75.829909201318941 86.069270297167677 2191.0826107838111 -576.57456989694151 558.33458151099092 -191.68619341218633 -16.833724842550389 398.77463710372342 494.90168159874429 -613.59802817486673 641.87958722456233 -117.73126784416716 -989.43642175418813 551.68558613885295 -547.15321917853043 862.46596424983932 1384.3804866868622 3416.1855551861681
leaf_weight=13.06034469604492 1.9999999999999973 420.77585601806641 28.181034088134769 4 0.999999999999999 24.120689392089847 48.301723480224609 346.99137496948242 62.422412872314453 41.181034088134766 0.99999999999999989 48.241378784179688 25.120689392089844 2.9999999999999991 3 79.543102264404297 10.060344696044922 4.9999999999999991 1
leaf_count=6 2 96 7 4 1 10 13 114 13 20 1 20 11 3 3 16 3 5 1
internal_value=0 0.437352 13.7574 342.176 1226.06 -22.4469 -98.3165 88.6217 -13.9038 38.4522 1315.25 257.353 383.458 -41.719 1628.58 -415.082 699.437 736.62 2568.56
internal_weight=0 1153.94 1140.88 112.543 14.0603 1028.34 611.043 417.293 483.198 388.172 8 104.543 73.3621 31.181 7 127.845 11.0603 29.1207 3
internal_count=349 342 336 49 7 287 138 149 109 134 8 41 31 10 7 29 4 15 3

Tree=58
num_cat=0
split_feature=1 3 8 9 7 1 1 0 3 6 1 4 1 2 1 2 5 1 4 2 1 6 2 3 5 3 2 3 1 2 4 4 6 1 3
split_gain=1.54842e+10 7.18795e+09 6.76665e+09 6.35372e+09 5.03569e+09 4.61998e+09 4.93763e+09 4.56574e+09 5.15351e+09 4.98132e+09 4.25142e+09 3.82414e+09 3.21844e+09 3.14123e+09 3.01097e+09 2.75705e+09 2.38849e+09 1.70765e+09 1.43278e+09 3.41093e+09 1.36829e+09 1.31424e+09 1.08915e+09 9.79504e+08 1.6569e+09 9.34353e+08 8.73753e+08 8.27566e+08 6.79065e+08 6.60221e+08 6.36345e+08 5.83154e+08 4.90944e+08 4.38282e+08 4.13293e+08
threshold=0.44103240391861348 0.85869565217391319 1.0000000180025095e-35 0.70000000000000007 0.41666666666666669 0.35757347400150724 0.28890354182366246 0.3888888888888889 0.49637681159420294 0.91666666666666685 0.27533911077618695 0.072812500000000016 0.43472117558402418 0.17651391162029464 0.19018462697814623 0.17029459901800328 0.89583333333333337 0.31772795779954793 0.21187500000000001 0.42201309328968911 0.36087038432554641 0.91666666666666685 0.12381342062193128 0.55434782608695665 0.27083333333333343 0.59782608695652184 0.30188216039279875 0.9746376811594204 0.3553127354935946 0.2831423895253683 0.28062500000000007 0.16687500000000002 0.58333333333333337 0.24331198191409195 0.96014492753623204
left_child=1 7 10 -2 5 6 -4 23 9 14 16 13 -7 -10 -9 -11 34 22 31 29 -19 -13 -6 28 -25 -26 27 -12 32 -20 -28 -5 -1 -18 -3
right_child=3 2 4 18 17 12 -8 8 11 15 26 21 -14 -15 -16 -17 33 20 19 -21 -22 -23 -24 24 25 -27 30 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-379.53578617485908 -348.21229407124656 -346.19447793545061 392.49273708928934 1048.0109200013835 -305.43288339277996 1617.817989309211 -219.554821326081 -86.320864202389032 -240.43856026821001 -280.50990910737568 138.14002593821795 -555.27613425569041 -831.55732421874927 98.029990532696388 661.22973084489399 306.5139557658519 785.13910454644156 1101.8399169921863 1091.7578215608892 -561.24014918550506 -41.301429210929257 -151.57777383259742 -1087.070634034864 1135.7695811170213 368.81210132087631 -469.31683200506353 1229.4435072157128 -765.84616292317708 -229.06637596210081 2745.3935285115977 319.19112050321303 487.77636190062822 -853.40467822329992 58.954878964151796 -632.83249803677552
leaf_weight=9.0603446960449201 9.0603446960449201 22.120689392089844 153.96551513671875 21.120689392089844 24.181034088134769 8.9999999999999964 41.241378784179688 19.120689392089844 267.74999618530273 76.422412872314453 20.120689392089847 100.60344696044922 1.0000000000000007 91.482757568359375 43.241378784179688 26.181034088134766 1.9999999999999971 2.0000000000000027 2.9999999999999991 0.99999999999999989 28.181034088134766 26.181034088134766 4.9999999999999991 0.999999999999999 2.9999999999999991 37.241378784179688 1.9999999999999971 1.9999999999999989 8.0603446960449201 3 9.0603446960449219 9.0603446960449237 33.181034088134766 8.0603446960449219 49.301723480224609
leaf_count=2 2 8 41 7 3 9 13 5 63 27 6 30 1 35 15 5 2 2 3 1 7 5 5 1 3 9 2 2 1 3 2 2 12 1 14
internal_value=0 -112.94 64.0676 812.317 202.956 320.002 262.779 -203.312 -156.367 84.7667 -255.5 -238.219 1325.42 -154.214 434.01 -129.386 -448.393 -200.418 1096.63 1755.46 63.5149 -473.533 -467.271 -532.48 -340.074 -400.274 217.529 30.2252 -681.667 2164 562.284 898.419 -761.589 254.88 -549.353
internal_weight=0 1121.76 379.233 46.2414 264.569 205.207 195.207 742.526 650.983 164.966 114.664 486.017 10 359.233 62.3621 102.603 81.4828 59.3621 37.181 7 30.181 126.784 29.181 91.5431 41.2414 40.2414 33.181 22.1207 50.3017 6 11.0603 30.181 42.2414 10.0603 71.4224
internal_count=349 331 118 18 81 64 54 213 185 52 37 133 10 98 20 32 25 17 16 7 9 35 8 28 13 12 12 8 15 6 4 9 14 3 22

Tree=59
num_cat=0
split_feature=1 3 2 2 2 0 3 4 1 3 8 1 1 5 5 8 8 3 2 4 8 5 2 5 6 0 4 1 5 5 1 1
split_gain=1.34286e+10 8.62642e+09 4.53955e+09 4.15348e+09 7.62138e+09 3.32371e+09 3.31901e+09 3.32609e+09 2.70383e+09 3.35241e+09 2.3165e+09 2.27635e+09 3.56e+09 2.73566e+09 2.22654e+09 2.48481e+09 1.83258e+09 1.71974e+09 1.44246e+09 1.57031e+09 3.62979e+09 1.46082e+09 1.41237e+09 1.57246e+09 1.34075e+09 1.14321e+09 1.08165e+09 7.58011e+08 2.76878e+08 2.09457e+08 1.48632e+08 1.26865e+08
threshold=0.44103240391861348 0.88768115942028991 0.27512274959083477 0.11292962356792145 0.11792144026186581 0.94444444444444453 0.61231884057971031 0.27656250000000004 0.54144687264506419 0.9746376811594204 0.37500000000000006 0.39845516201959313 0.2808967596081387 0.64583333333333337 0.39583333333333343 0.62500000000000011 0.62500000000000011 0.35869565217391314 0.35793780687397714 0.26687500000000003 1.0000000180025095e-35 0.89583333333333337 0.10924713584288054 0.35416666666666669 0.41666666666666669 0.50000000000000011 0.26468750000000008 0.18538055764883196 0.77083333333333337 0.60416666666666685 0.52599849284099487 0.46147324792765637
left_child=1 3 5 14 17 11 10 -8 16 29 -6 12 -3 -13 22 -16 30 -5 19 21 -21 -4 23 -1 26 -24 -18 -17 -19 -10 31 -2
right_child=8 2 18 4 6 -7 7 -9 9 -11 -12 13 -14 -15 15 27 24 28 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-568.13657369631733 832.05155226315537 48.862643156457764 959.35245834718444 -748.30012466755181 1132.2679090711806 -886.55802231052758 -75.62141840604238 741.74157351870201 637.52090051529262 -546.31354720744662 -303.11225544206883 -962.36764188688994 499.17679283060306 103.26239040664903 523.22576608630061 -692.15935024891235 -958.22429606119795 1122.5961263551255 1762.0641872829865 -1246.0226310808634 804.14023197361666 168.16535726900963 933.4980387369792 -1402.9392453215844 681.70067445346513 -677.79200049866984 144.26251265810046 -245.72064356100273 593.65754262785424 2399.449550140881 632.61236406824787 1515.3190782055408
leaf_weight=60.422412872314453 9.0603446960449201 252.62930679321289 18.060344696044922 1.0000000000000024 1.9999999999999989 8.0603446960449201 326.99137496948242 12.06034469604492 0.999999999999999 0.99999999999999989 239.44827270507812 10.060344696044924 52.301723480224609 13.06034469604492 9.0603446960449201 11.06034469604492 1.9999999999999989 11.060344696044922 1.9999999999999989 2.9999999999999991 4 9.0603446960449237 1.9999999999999989 5.9999999999999991 9.0603446960449219 1.0000000000000002 9.0603446960449219 59.362068176269531 8.0603446960449219 4 8.0603446960449219 3.0000000000000009
leaf_count=11 2 62 11 1 2 1 94 5 1 1 70 3 17 6 2 4 2 4 2 3 4 2 2 6 2 1 2 17 1 4 1 3
internal_value=0 -73.4722 123.089 -171.119 -112.179 65.043 -145.827 -44.7016 788.142 1726.86 -287.153 90.734 127.315 -378.694 -406.802 -222.321 614.215 824.015 648.822 540.901 -115.503 708.636 -612.587 -660.906 259.547 364.44 -111.008 -323.517 935.562 2195.25 943.135 1093.52
internal_weight=0 1121.76 372.233 749.526 600.621 336.112 580.5 339.052 46.2414 6 241.448 328.052 304.931 23.1207 148.905 79.4828 40.2414 20.1207 36.1207 34.1207 7 27.1207 69.4224 66.4224 20.1207 3 11.0603 70.4224 19.1207 5 20.1207 12.0603
internal_count=349 331 111 220 177 89 171 99 18 6 72 88 79 9 43 23 12 6 22 20 7 13 20 17 6 3 4 21 5 5 6 5

Tree=60
num_leaves=28
num_cat=0
split_feature=1 3 0 9 2 5 0 2 3 3 2 8 2 4 1 7 2 4 2 2 1 2 2 2 5 1 1
split_gain=1.04271e+10 8.8883e+09 6.73945e+09 6.72767e+09 4.99445e+09 5.69962e+09 3.26915e+09 2.67736e+09 2.47759e+09 3.19751e+09 2.61891e+09 2.33926e+09 4.3416e+09 2.11896e+09 1.43951e+09 1.19719e+09 1.1731e+09 1.09432e+09 1.14787e+09 1.00554e+09 8.83501e+08 7.65081e+08 7.55205e+08 7.3918e+08 6.75135e+08 4.667e+08 3.51836e+09
threshold=0.54144687264506419 0.89492753623188415 0.72222222222222232 0.3000000000000001 0.19402618657937812 0.22916666666666671 0.72222222222222232 0.11972176759410803 0.64855072463768126 0.61956521739130443 0.27013093289689039 0.62500000000000011 0.24525368248772508 0.044375000000000005 0.2808967596081387 1.0000000180025095e-35 0.26235679214402624 0.47812500000000008 0.33985270049099842 0.11292962356792145 0.27006405425772423 0.21783960720130935 0.39067103109656304 0.17888707037643212 0.47916666666666669 0.39223813112283351 0.46147324792765637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 6 11 7 19 9 -5 -10 12 -6 20 -9 -1 -13 18 -7 -3 -8 -4 -2 -15 -17 -23 -27
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leaf_value=655.77332114361707 1071.5430029800259 -2.3307042463363223 -971.79749933283517 -16.187620044823962 938.77159890567555 690.99308049680599 -108.70309083188131 213.54196530768706 -85.186049575631884 298.50390914775613 -638.79980397687598 -1069.5617347592206 -1024.247200185245 391.84561624687922 670.62388660555985 -904.49019286916086 -171.27544957705163 -572.62915350731384 1644.0544801063145 -616.14622511614334 -742.26812700654762 -731.31752954375975 2860.5903238932283 -190.82796965069474 -451.79533159641426 1324.7219292534724 -645.24981637936992
leaf_weight=0.999999999999999 2.9999999999999991 17.120689392089847 17.120689392089844 353.17240905761719 9.9999999999999982 75.301723480224609 8.0603446960449237 87.603446960449219 307.9310302734375 103.72413635253906 22.120689392089844 4.0000000000000027 2.9999999999999991 10.060344696044922 21.120689392089844 22.120689392089844 16.120689392089844 0.999999999999999 2.9999999999999991 10.06034469604492 19.120689392089844 10.060344696044924 1.9999999999999998 10.060344696044922 18.060344696044922 1.9999999999999989 10.06034469604492
leaf_count=1 3 3 3 99 10 40 1 17 82 19 8 4 3 3 7 8 2 1 3 3 5 3 2 3 11 2 3
internal_value=0 -2.64079 -83.3546 -52.6343 233.716 494.707 71.9617 196.411 -19.6819 55.6894 -123.891 -55.6372 449.536 -282.653 307.008 -668.747 -387.2 722.651 745.376 -241.723 -563.697 -716.28 2108.21 104.711 -715.064 -488.895 -250.678
internal_weight=0 1163 867.371 828.129 295.629 112.422 183.207 135.905 786.948 456.897 330.052 33.1207 13 47.3017 108.724 41.181 20.1207 79.3017 78.3017 27.181 27.181 39.2414 5 20.1207 40.181 22.1207 12.0603
internal_count=349 344 239 228 105 63 42 30 208 118 90 19 13 12 24 20 6 44 43 6 6 11 5 6 19 8 5

Tree=61
num_cat=0
split_feature=1 6 3 5 7 5 4 1 2 2 2 3 3 7 2 4 1 7 2 1 1 4 1 4 2 7 5 1 5 3 5
split_gain=1.10718e+10 5.2804e+09 5.40471e+09 3.96473e+09 4.32253e+09 4.10263e+09 4.77851e+09 3.60151e+09 3.65386e+09 3.52673e+09 2.78027e+09 2.69173e+09 5.92458e+09 4.46737e+09 2.25753e+09 2.22323e+09 1.65838e+09 1.54123e+09 2.74141e+09 1.47819e+09 1.32362e+09 1.63024e+09 1.24367e+09 1.67078e+09 1.11955e+09 8.85064e+08 7.06724e+08 6.67549e+08 8.12416e+08 4.57333e+08 9.89275e+07
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split_feature=9 1 0 8 1 2 8 4 1 2 1 8 8 2 1 1 3 8 0 3 1 6 1 4 2
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threshold=0.90000000000000013 0.54144687264506419 0.27777777777777785 0.62500000000000011 0.222871137905049 0.15810147299509006 1.0000000180025095e-35 0.141875 0.2482102486812359 0.1729132569558102 0.22447249434815378 1.0000000180025095e-35 0.37500000000000006 0.30188216039279875 0.44103240391861348 0.20535041446872646 0.96739130434782616 1.0000000180025095e-35 0.72222222222222232 0.9746376811594204 0.68528636021100231 0.91666666666666685 0.32036548605877929 0.066875000000000018 0.16571194762684127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 6 9 -6 10 -8 15 -5 -4 13 -13 14 -10 19 -17 -18 -19 -2 -3 -14 -23 -21 -1
right_child=8 20 3 4 5 -7 7 -9 11 -11 -12 12 21 -15 -16 16 17 18 -20 23 -22 22 -24 -25 -26
leaf_value=-791.91065769576016 578.81689610796218 1037.2349025451031 -99.232075352677825 -116.01614061327976 237.13703492533602 -131.05638614398785 437.06865107405213 -207.74588205112838 -1133.6764448322233 -419.63004420052823 345.35687041390321 1819.5493357392133 727.42074136999599 1064.7598954977445 852.93593957779217 -963.38603817654609 1064.4661241319438 -824.71480848524357 -29.768403711629517 235.28738606770821 2667.2437749335095 582.53861778667135 -288.81378765302833 98.595239417469173 -522.19728929359167
leaf_weight=21.120689392089844 16.120689392089844 2.9999999999999991 123.84482574462891 277.81034088134766 174.08620452880859 183.08620452880859 131.78448104858398 38.181034088134766 4 80.482757568359375 34.120689392089844 6.9999999999999991 20.120689392089844 3 0.99999999999999989 3.0000000000000009 2.0000000000000009 1.9999999999999971 10.060344696044922 2.0000000000000009 0.99999999999999989 10.06034469604492 2.9999999999999991 8.0603446960449219 8.0603446960449237
leaf_count=7 2 3 25 66 47 56 40 17 4 24 20 7 6 3 1 3 2 2 3 2 1 3 3 1 1
internal_value=0 -11.6632 -20.1274 0.464755 -68.534 48.5427 150.784 291.892 466.903 -185.078 -1.81797 714.82 849.154 22.7981 -668.133 181.913 -188.03 24.391 -208.731 421.262 1852.27 602.71 376.775 142.528 -734.885
internal_weight=0 1076.58 1072.58 1043.4 715.466 357.172 327.931 169.966 91.4224 358.293 157.966 48.181 40.181 8 5 43.2414 17.0603 14.0603 12.0603 26.181 4 33.181 13.0603 10.0603 29.181
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Tree=68
num_leaves=23
num_cat=0
split_feature=0 2 3 5 5 2 7 6 2 1 3 5 2 6 1 5 6 0 3 5 1 4
split_gain=8.62087e+09 7.13141e+09 4.06409e+09 4.95444e+09 3.17401e+09 3.04397e+09 6.15538e+09 3.62842e+09 3.03067e+09 3.02481e+09 2.55605e+09 2.43e+09 2.12496e+09 1.49505e+09 1.64236e+09 1.3009e+09 1.90947e+09 1.27984e+09 1.21702e+09 1.12839e+09 9.2379e+08 4.77845e+08
threshold=0.27777777777777785 0.30188216039279875 0.87318840579710155 0.72916666666666685 0.60416666666666685 0.18927986906710312 0.58333333333333337 0.25000000000000006 0.36333878887070387 0.21486435568952525 0.46014492753623193 0.56250000000000011 0.14320785597381344 0.91666666666666685 0.32036548605877929 0.27083333333333343 0.25000000000000006 0.50000000000000011 0.90942028985507262 0.81250000000000011 0.14977392614920879 0.21812500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 15 6 -2 -7 13 12 -11 18 -5 21 -15 -3 -17 -13 -4 -19 -20 -6
right_child=1 4 11 9 8 7 -8 -9 -10 10 -12 17 -14 14 -16 16 -18 19 20 -21 -22 -23
leaf_value=-825.33401007137718 -239.22761775079982 1058.0640787760424 1051.4940171983508 -714.48685030536444 1399.2300163424725 598.93978464918894 135.42176302092034 52.874048638186622 2414.8030353978738 944.53434787326387 -608.46828406113207 874.38610976691587 6.0147930017914613 998.09286486037217 -907.79420166015609 210.02373657808468 -1254.1189358181418 402.36314747104734 -453.60860734100675 145.92488069424058 41.556653477245291 689.46356758617117
leaf_weight=28.181034088134766 209.26723861694336 1.9999999999999971 1.9999999999999989 11.06034469604492 5.000000000000008 43.241378784179688 228.3879280090332 98.603446960449219 2.9999999999999991 1.9999999999999989 64.422412872314453 8.0603446960449201 71.482757568359375 0.99999999999999944 1.9999999999999998 9.0603446960449201 2.0000000000000009 74.422412872314453 9.0603446960449201 103.60344696044922 179.08620452880859 11.060344696044922
leaf_count=7 61 2 2 4 5 15 66 28 3 2 15 1 15 1 2 2 2 25 2 33 52 4
internal_value=0 46.7503 24.1619 -44.7642 739.291 21.4707 -43.839 222.01 1093.78 -301.043 -549.965 157.411 -97.0447 788.455 -190.163 109.256 -127.631 285.417 31.3991 254.58 15.7098 971.651
internal_weight=0 1139.82 1104.7 728.466 35.1207 579.5 437.655 141.845 22.0603 148.966 66.4224 376.233 82.5431 19.0603 3 13.0603 11.0603 186.086 190.147 178.026 188.147 16.0603
internal_count=349 342 321 206 21 170 127 43 15 36 17 115 19 12 3 6 4 59 56 58 54 9

Tree=69
num_cat=0
split_feature=4 8 1 1 3 4 1 2 3 8 1 5 2 3 6 1 5 4 4 1 1 5 2 3 5 1 3 4 0
split_gain=8.56299e+09 5.95861e+09 4.26572e+09 4.28599e+09 4.74536e+09 4.51275e+09 4.21599e+09 2.76246e+09 2.27766e+09 2.1878e+09 1.90104e+09 3.1465e+09 1.95277e+09 1.86914e+09 1.66247e+09 1.41789e+09 1.38769e+09 1.3143e+09 1.82528e+09 1.1075e+09 1.01606e+09 1.01362e+09 8.29761e+08 5.3368e+08 9.98906e+08 3.11349e+08 6.40873e+08 2.64261e+08 2.28252e+08
threshold=0.28593750000000001 0.37500000000000006 0.070648078372268289 0.41117181612660142 0.33695652173913049 0.25562500000000005 0.2333270535041447 0.16726677577741411 0.69927536231884069 1.0000000180025095e-35 0.38187641296156749 0.60416666666666685 0.25687397708674309 0.63405797101449279 0.25000000000000006 0.44103240391861348 0.64583333333333337 0.12062500000000001 0.13843750000000002 0.27449133383571972 0.098907309721175604 0.47916666666666669 0.20204582651391165 0.59057971014492761 0.22916666666666671 0.15241145440844012 0.61956521739130443 0.79625000000000001 0.72222222222222232
left_child=1 6 -3 5 22 7 13 -4 23 -2 12 -12 -11 25 -10 -16 -14 20 -19 -18 -15 -6 -5 -8 -25 -1 -27 28 -13
right_child=9 2 3 4 21 -7 8 -9 14 10 11 27 16 17 15 -17 19 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30
leaf_value=-951.18036431206474 -722.02024197048615 863.11423314385456 -217.96016284374087 651.33702626329671 66.246782249421372 -924.9485649733972 633.28649390662724 -24.885067281633113 -869.3441555447049 702.78612833663283 514.12226944727013 622.4602289727394 -939.1806026498067 -147.40711210636573 299.99481649857699 1200.510681352459 -629.08958194813795 -738.75087301721999 205.12843733022015 964.85942789713522 202.63094315834701 636.76318092905444 -484.93414385294119 293.58870985243055 1778.4042080238214 581.49265292553082 -419.60459107215024 540.46892453457428 2378.9291303790978
leaf_weight=2.0000000000000027 1.9999999999999989 10.06034469604492 485.07757949829102 1.0000000000000024 10.06034469604492 18.120689392089844 8.0603446960449201 299.81034088134766 1.9999999999999989 18.120689392089847 9.0603446960449201 0.999999999999999 2.9999999999999991 25.181034088134766 60.241378784179688 3.9999999999999991 1.0000000000000002 10.060344696044922 9.0603446960449219 1.9999999999999998 103.60344696044922 37.241378784179688 18.120689392089844 1.9999999999999989 4 1.0000000000000024 16.120689392089844 0.99999999999999989 4
leaf_count=2 2 3 125 1 3 4 1 88 2 4 2 1 3 4 32 4 1 3 2 2 33 9 4 2 4 1 2 1 4
internal_value=0 -57.7635 -118.728 -130.95 252.735 -162.929 158.675 -144.32 454.258 668.85 754.153 1186.09 452.2 14.9292 323.159 371.534 -297.662 75.8588 -302.137 411.317 133.651 518.853 -399.455 1016.47 1384.35 -438.973 -335.552 2005.21 2173.4
internal_weight=0 1126.82 879.491 869.431 66.4224 803.009 247.328 784.888 80.3017 41.181 39.181 15.0603 24.1207 167.026 66.2414 64.2414 6 147.905 19.1207 3 128.784 47.3017 19.1207 14.0603 6 19.1207 17.1207 6 5
internal_count=349 329 237 234 17 217 92 213 45 20 18 8 10 47 38 36 6 42 5 3 37 12 5 7 6 5 3 6 5

Tree=70
num_cat=0
split_feature=2 1 1 1 5 1 4 1 3 5 4 4 5 8 7 1 6 6 4 0 2 3 4 3 0 1 3 3 4 0 2 1
split_gain=8.39969e+09 4.80623e+09 3.37363e+09 2.80089e+09 2.90016e+09 2.21068e+09 2.1683e+09 4.80953e+09 2.07109e+09 1.89114e+09 1.88073e+09 4.98672e+09 1.74145e+09 1.56838e+09 1.34493e+09 1.33616e+09 1.33331e+09 1.54497e+09 1.33004e+09 1.67284e+09 1.3072e+09 1.53006e+09 1.29887e+09 1.21615e+09 1.15628e+09 1.00478e+09 8.43171e+08 6.76904e+08 1.07825e+09 5.83424e+08 5.45172e+08 2.56524e+08
threshold=0.27618657937806879 0.32535795026375286 0.31961190655614174 0.38187641296156749 0.60416666666666685 0.39845516201959313 0.17843750000000003 0.31085154483798044 0.076086956521739149 0.81250000000000011 0.22187500000000002 0.18687500000000004 0.47916666666666669 0.37500000000000006 0.41666666666666669 0.41192539562923897 0.25000000000000006 0.41666666666666669 0.21187500000000001 0.72222222222222232 0.12610474631751231 0.9746376811594204 0.39093750000000005 0.9746376811594204 0.61111111111111127 0.36953654860587798 0.72826086956521752 0.70652173913043492 0.066875000000000018 0.61111111111111127 0.16227495908346976 0.41117181612660142
left_child=1 2 10 6 -5 8 24 9 -3 23 11 13 -13 -1 15 31 25 -18 19 -16 -12 -22 -11 -8 -2 -10 -17 -26 -29 30 -4 -7
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leaf_weight=167.96551513671875 0.999999999999999 1.9999999999999989 1.0000000000000027 0.999999999999999 5 2.0000000000000018 4.0000000000000044 3.9999999999999991 1.9999999999999989 1.9999999999999989 1.9999999999999989 3.0000000000000027 25.181034088134766 733.70688629150391 3.0000000000000044 1.9999999999999998 55.362068176269531 28.120689392089844 2.9999999999999991 14.060344696044922 29.181034088134766 8.0603446960449201 1.0000000000000002 10.060344696044922 1.9999999999999989 1.0000000000000002 5 19.120689392089844 12.060344696044924 17.120689392089844 1 1.0000000000000002
leaf_count=55 1 2 1 1 5 2 4 4 2 2 2 3 4 183 3 2 13 14 3 7 8 1 1 3 2 1 5 5 5 3 1 1
internal_value=0 -9.03384 -45.2034 588.462 1552.64 290.597 461.032 57.5054 415.43 433.918 -31.9075 -17.4282 627.269 -38.1699 -78.2051 -527.365 455.498 493.753 158.442 -30.0544 -367.093 -438.181 -586.155 673.285 701.972 -479.534 -874.355 756.124 662.16 -688.015 86.5913 296.906
internal_weight=0 1106.76 988.216 61.2414 6 118.543 55.2414 21.0603 88.4828 17.0603 969.095 929.853 28.181 901.672 30.0603 10 86.4828 83.4828 20.0603 17.0603 39.2414 37.2414 3 14.0603 34.181 3 7 33.181 31.181 19.1207 2 3
internal_count=349 316 261 33 6 55 27 14 32 10 256 245 7 238 23 10 30 27 13 10 11 9 3 7 13 3 7 12 10 5 2 3

Tree=71
num_cat=0
split_feature=1 8 3 2 5 5 6 2 2 3 1 8 5 2 2 4 5 3 1 1 1 1 0 3 8 3 5 5
split_gain=9.04137e+09 4.14562e+09 5.38461e+09 4.11217e+09 4.05628e+09 3.92895e+09 4.22095e+09 3.51797e+09 3.29931e+09 3.1036e+09 2.78722e+09 2.20546e+09 1.97058e+09 1.67829e+09 1.69131e+09 2.80353e+09 1.868e+09 1.24724e+09 1.02975e+09 1.28908e+09 8.0294e+08 7.7718e+08 9.54306e+08 5.82304e+08 3.02683e+08 1.10245e+08 4.49335e+06 8.81237e+08
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Tree=72
num_cat=0
split_feature=2 0 7 5 6 5 1 2 4 1 4 5 1 6 1 4 1 1 3 2 3 3 1 0 5 1
split_gain=7.07881e+09 5.64292e+09 3.67577e+09 3.28556e+09 3.0826e+09 2.89002e+09 3.9153e+09 3.20279e+09 3.03688e+09 2.99035e+09 6.61544e+09 2.23125e+09 2.19889e+09 2.15437e+09 1.5679e+09 1.45801e+09 1.82659e+09 1.34958e+09 9.44312e+08 8.9606e+08 1.06355e+09 8.64165e+08 4.8682e+08 3.1606e+08 7.08191e+07 3.66008e+07
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Tree=73
num_cat=0
split_feature=1 0 5 4 5 2 3 1 2 7 5 5 1 1 4 2 8 1 7 2 2 0 0 4 8 4 3 4
split_gain=7.17344e+09 3.98427e+09 8.26994e+09 4.17997e+09 3.70826e+09 3.4356e+09 3.14271e+09 2.67507e+09 2.60209e+09 2.23788e+09 2.11103e+09 2.08286e+09 3.9222e+09 3.20113e+09 1.83922e+09 1.74432e+09 1.54016e+09 2.46909e+09 2.05986e+09 1.28873e+09 1.88674e+09 1.0293e+09 7.34238e+08 7.26193e+08 1.84764e+09 1.49801e+08 2.05234e+09 1.56825e+07
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Tree=74
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split_gain=3.02855e+09 2.97923e+09 2.92738e+09 6.23491e+09 4.0683e+09 2.57924e+09 2.96184e+09 2.48834e+09 2.69836e+09 2.47638e+09 2.44868e+09 1.94309e+09 1.90245e+09 1.71676e+09 3.29168e+09 2.50147e+09 2.20343e+09 1.46179e+09 1.44359e+09 1.53752e+09 1.34918e+09 9.51877e+08 8.397e+08 6.19796e+08 1.37777e+09 6.13469e+08 5.58798e+08 3.97035e+08 1.67889e+08 5.69076e+07
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Tree=75
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Tree=76
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split_gain=4.25394e+09 3.27794e+09 3.08572e+09 2.38921e+09 2.14449e+09 4.43371e+09 2.38667e+09 1.15135e+09 1.84211e+09 1.0101e+09 6.93429e+08 7.14537e+08 6.00384e+08 6.83197e+08 5.12155e+08
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=77
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Tree=78
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Tree=79
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left_child=10 2 3 4 5 -2 7 -5 -8 -6 11 19 13 16 -15 -3 -13 21 -19 -1 -17 -4 25 -21 -23 -12
right_child=1 15 17 6 9 -7 8 -9 -10 -11 22 12 -14 14 -16 20 -18 18 -20 23 -22 24 -24 -25 -26 -27
leaf_value=242.38711428219978 212.84129123436551 324.79291709731467 466.05375174664982 -46.169728079519984 576.98020484135782 -8.0466612722753545 -78.985902867419853 -798.83983294814198 228.99278464378528 228.78588438998008 -461.97221787753 566.04031748670104 -675.33979395398046 -708.51978577096031 -261.21143802929413 610.10930043091332 -83.421867841896471 -525.45505526928241 476.38905621128691 73.801147897995946 908.13346785207852 1146.997760687934 -299.37022289073849 -46.505082839485617 628.19073820045696 -648.58003563525153
leaf_weight=8.0603446960449237 223.26723861694336 9.0603446960449201 8.0603446960449254 20.060344696044922 61.362068176269531 398.41378784179688 155.96551513671875 18.060344696044922 42.241378784179688 29.181034088134766 24.181034088134766 1.0000000000000024 10.06034469604492 9.0603446960449201 37.241378784179688 16.060344696044922 24.181034088134766 0.99999999999999722 10.060344696044922 8.0603446960449219 18.120689392089844 1.9999999999999989 8.0603446960449201 8.0603446960449219 8.0603446960449219 9.0603446960449201
leaf_count=1 75 2 1 13 19 116 43 11 14 8 3 1 3 2 9 9 3 1 3 1 4 2 1 1 1 2
internal_value=0 114.306 87.8634 72.331 122.401 71.4703 -78.4604 -412.744 -12.6272 468.046 -295.502 -215.796 -308.36 -249.125 -360.327 698.518 -39.38 575.851 353.742 96.2075 786.937 688.747 -490.769 14.3428 815.312 -528.256
internal_weight=0 1020.97 977.733 948.552 712.224 621.681 236.328 38.1207 198.207 90.5431 147.026 105.724 81.5431 71.4828 46.3017 43.2414 25.181 29.181 11.0603 24.181 34.181 18.1207 41.3017 16.1207 10.0603 33.2414
internal_count=349 322 307 299 218 191 81 24 57 27 27 21 18 15 11 15 4 8 4 3 13 4 6 2 3 5

Tree=80
num_cat=0
split_feature=3 6 3 5 0 1 1 7 7 6 1 1 5 3 5 1 8 0 3 1 0 5 4 3 1 0 1 5 2
split_gain=4.17582e+09 6.02299e+09 4.74961e+09 4.16164e+09 2.95576e+09 2.87741e+09 1.80296e+09 4.11543e+09 2.90579e+09 2.70471e+09 3.99612e+09 2.15895e+09 1.8119e+09 1.56482e+09 2.52477e+09 1.23587e+09 1.19801e+09 1.15917e+09 8.87474e+08 8.58003e+08 7.83105e+08 8.37453e+08 7.82686e+08 6.74268e+08 6.56343e+08 2.78915e+08 2.46399e+08 1.2715e+08 2.34189e+08
threshold=0.43115942028985516 0.75000000000000011 0.45289855072463775 0.14583333333333334 0.3888888888888889 0.43198944988696314 0.21109645817633763 0.75000000000000011 0.41666666666666669 0.25000000000000006 0.17840994724943485 0.27533911077618695 0.64583333333333337 0.38043478260869573 0.27083333333333343 0.16672946495855315 0.62500000000000011 0.3888888888888889 0.42391304347826092 0.413432554634514 0.50000000000000011 0.22916666666666671 0.010625000000000001 0.41666666666666669 0.11831198191409195 0.72222222222222232 0.22955915599095708 0.68750000000000011 0.13469721767594112
left_child=1 15 25 4 -4 13 9 8 -8 10 -5 -9 -11 14 19 23 22 -16 27 -3 24 -22 -6 -1 -15 -2 -18 -17 -29
right_child=2 5 3 6 16 -7 7 11 -10 12 -12 -13 -14 20 17 18 26 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=752.99378662109382 822.77854849004052 713.71757969364717 444.53804748246262 -240.56800331747073 -538.06481466090406 808.63025956403158 -35.45025051662482 -697.20341446417922 309.95276908773019 272.70110413172466 484.57280508973827 105.34018188334869 12.699426034052964 -106.36027227388814 -497.42805098319172 -858.30761349946772 -523.98377751606733 22.327939132735754 -134.25267287579859 -498.83645487034528 989.26411652260742 -161.61583668614659 799.85586751302071 -490.7346222573135 -662.71559788452805 390.29394907375791 -853.26057874660535 -61.899561903211819 -647.37921169548463
leaf_weight=1.9999999999999989 17.120689392089844 14.060344696044918 8.0603446960449201 90.603446960449219 0.99999999999999944 9.0603446960449201 358.87068557739258 31.181034088134766 72.422412872314453 218.50861740112305 23.120689392089844 11.06034469604492 96.603446960449219 8.0603446960449237 13.06034469604492 19.120689392089844 32.241378784179688 46.241378784179688 8.0603446960449201 1.0000000000000007 0.99999999999999722 9.0603446960449219 1.9999999999999998 1.0000000000000002 17.120689392089844 8.0603446960449237 11.06034469604492 1.9999999999999989 35.241378784179688
leaf_count=2 3 7 1 20 1 2 140 10 23 42 9 4 26 1 6 5 4 18 1 1 1 2 2 1 3 1 4 2 7
internal_value=0 -221.591 36.2057 18.0474 -403.261 -6.23783 43.7969 -23.4563 23.0621 117.956 -90.5527 -489.202 193.251 -79.5047 51.0749 -595.646 -556.391 -97.7373 -642.091 610.098 -349.575 23.1346 332.944 321.093 -494.241 702.203 -623.414 -711.533 -618.097
internal_weight=0 186.086 981.914 956.733 54.3621 118.664 902.371 473.534 431.293 428.836 113.724 42.2414 315.112 109.603 74.3621 67.4224 46.3017 59.3017 64.4224 15.0603 35.2414 10.0603 3 3 25.181 25.181 43.3017 56.3621 37.2414
internal_count=349 59 290 286 12 41 274 177 163 97 29 14 68 39 32 18 11 24 15 8 7 3 3 3 4 4 8 14 9

end of trees

feature_importances:
GrLivArea=691
TotalBsmtSF=557
YearBuilt=441
Neighborhood=320
OverallQual=237
MasVnrArea=195
BsmtFinType1=189
BsmtExposure=142
GarageType=108
SaleCondition=84

parameters:
[boosting: goss]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 20000]
[learning_rate: 0.05]
[num_leaves: 48]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 6]
[min_data_in_leaf: 1]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3.97]
[lambda_l2: 0.88]
[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: 4]
[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: 1]
[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]
[objective_seed: 5]
[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:[]