tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=36 objective=quantile feature_names=hour quarter day_of_week day_of_year month is_weekend is_holiday is_morning_peak is_evening_peak sin_hour cos_hour sin_day_of_week cos_day_of_week sin_day_of_year cos_day_of_year lag_1h lag_2h lag_3h lag_4h lag_24h lag_48h lag_7d lag_14d diff_1h diff_2h diff_24h diff_7d acceleration_1h ema_4step ema_12step rolling_std_4step rolling_mean_24h rolling_std_24h rolling_min_24h rolling_max_24h rolling_mean_7d rolling_std_7d feature_infos=[0:23] [0:3] [0:6] [1:366] [1:12] [0:1] [0:1] [0:1] [0:1] [-1:1] [-1:1] [-0.97492791218182362:0.97492791218182362] [-0.90096886790241903:1] [-0.9999994220246925:0.99998555065071859] [-0.99997919295908233:0.9999907524084426] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [-2903.4629999999997:3855.9389999999985] [-4081.4310000000005:5844.8260000000009] [-7943.1689999999999:8365.1899999999987] [-10027.430000000002:12712.09] [-3284.5759999999973:3787.5220000000045] [10583.679839872162:28255.085521315148] [10730.077936673477:27843.262034530057] [0.035540670156838566:1437.8744727734293] [11989.789708333332:25096.697916666668] [805.6052072797138:4108.1703667501224] [10463.962:20091.349999999999] [14384.51:28303.880000000001] [15130.045930059525:23189.13090029762] [2010.9541030549869:3895.7965528740006] tree_sizes=2691 2821 2844 2835 2842 2837 2854 2859 2849 2841 2873 2867 2864 2853 2867 2873 2861 2877 2878 2887 2883 2902 2877 2896 2884 2901 2881 2892 2892 2898 2894 2905 2891 2915 2912 2912 2912 2920 2906 2904 2907 2914 2927 2930 2920 2939 2922 2921 2935 2925 2929 2937 2929 2932 2934 2932 2933 2928 2939 2938 2938 2934 2930 2930 2924 2932 2939 2928 2934 2934 2932 2945 2938 2953 2935 2935 2942 2953 2945 2946 2948 2947 2957 2933 2930 2943 2949 2943 2954 2944 2937 2944 2946 2938 2935 2961 2958 2944 2955 2943 2952 2965 2936 2926 2944 2928 2935 2950 2944 2954 2930 2940 2956 2948 2953 2942 2943 2947 2946 2954 2957 2951 2970 2945 2947 2960 2956 2968 2960 2955 2944 2953 2932 2949 2927 2940 2917 2921 2924 2956 2933 2888 2930 2941 2920 2958 2933 2926 2917 2933 2939 2912 2955 2934 2958 2958 2923 2928 2941 2899 2919 2924 2933 2937 2915 2896 2931 2933 2947 2927 2919 2943 2927 2937 2915 2943 2943 2935 2928 2932 Tree=0 num_leaves=31 num_cat=0 split_feature=28 10 28 23 28 16 28 28 0 30 28 10 28 30 28 34 0 15 30 28 30 0 28 30 10 30 28 28 28 30 split_gain=17244.4 474.844 502.846 393.123 179.771 216.585 171.82 79.3991 134.935 60.4138 117.957 42.8305 35.8455 33.2235 28.2281 28.0046 21.9638 17.5425 16.9378 27.9054 15.7994 15.7519 63.0759 34.4921 14.7637 13.7369 13.3666 12.8077 11.2371 10.6932 threshold=18796.853753740394 0.78656609248549303 19557.836313089425 1319.2449999999992 18305.250976052743 17786.948750000003 17548.128579975004 19207.61960827572 19.500000000000004 611.6675602009542 17393.697293452915 0.60355339059327384 18670.14370670083 200.35630430952162 19699.282156589212 25878.022500000003 10.500000000000002 18703.602000000003 506.79399914501852 18217.388791746944 454.25640810599197 20.500000000000004 19829.453745913601 351.79914036483859 -0.60355339059327384 186.23884092087272 18989.589962288057 18526.887804915797 19456.608928125497 258.5448062696351 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=3 7 15 4 9 13 -5 8 24 -1 -11 12 -7 27 20 -3 -12 -14 19 -8 -4 -9 23 28 26 -10 -2 -6 29 -23 right_child=1 2 14 6 5 11 18 21 25 10 16 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=18667.265546875002 18791.779062500002 18769.82015625 18790.605703124998 18757.3549609375 18777.412226562501 18775.810468750002 18777.838320312501 18894.826367187499 18787.227812500001 18747.273515624998 18803.897890625001 18750.029140625 18791.993828125 18810.164921874999 18819.2809375 18788.840078124998 18725.846718749999 18784.0509375 18812.507734375002 18801.35140625 18784.852187500001 18792.040234374999 18847.282265624999 18777.421796875002 18812.217265625 18770.4008984375 18800.905468749999 18790.685156250001 18800.099765625 18783.884492187499 leaf_weight=36796 663 1144 99 392 72 1017 84 34094 93 718 257 1248 203 449 1309 95 31 244 592 149 87 45 2019 157 1225 192 771 39 147 42 leaf_count=36796 663 1144 99 392 72 1017 84 34094 93 718 257 1248 203 449 1309 95 31 244 592 149 87 45 2019 157 1225 192 771 39 147 42 internal_value=18787.3 18787.4 18787.3 18787.3 18787.3 18787.3 18787.3 18787.4 18787.3 18787.3 18787.3 18787.3 18787.3 18787.3 18787.4 18787.3 18787.3 18787.3 18787.4 18787.3 18787.3 18787.4 18787.4 18787.3 18787.4 18787.3 18787.3 18787.3 18787.3 18787.3 internal_weight=84473 42182 2734 42291 41074 3272 1217 39448 2944 37802 1006 2712 1464 560 1495 1239 288 447 825 233 186 36504 2410 391 2659 285 1434 111 234 87 internal_count=84473 42182 2734 42291 41074 3272 1217 39448 2944 37802 1006 2712 1464 560 1495 1239 288 447 825 233 186 36504 2410 391 2659 285 1434 111 234 87 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=28 10 28 23 28 28 9 28 0 10 28 30 28 30 28 34 30 16 30 20 30 28 16 30 28 28 28 0 28 30 split_gain=17088.4 475.467 483.622 390.178 187.253 186.072 295.225 84.6227 151.689 55.6399 57.3528 41.3696 86.0092 33.888 27.9045 27.2302 22.3488 21.5657 17.4482 21.6031 17.3588 16.7246 17.3922 15.2343 24.46 12.1928 9.9028 9.78375 39.525 33.5116 threshold=18796.853753740394 0.78656609248549303 19557.836313089425 1258.8235000000006 17671.635508148571 18069.731345732016 0.78656609248549325 19353.22745451182 19.500000000000004 0.37940952255126048 18577.082601147398 633.14466143343873 17393.697293452915 186.23884092087272 19736.38357678134 25878.022500000003 192.2420466690956 18427.119000000002 202.35369738708064 21284.520000000004 454.25640810599197 18989.589962288057 18475.684500000003 506.79399914501852 18217.388791746944 19098.659764133641 18483.547152091658 20.500000000000004 19896.094763075733 436.49130984195347 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=3 7 15 5 -5 11 9 8 21 10 18 -1 -13 25 20 -3 26 -12 -7 -20 -4 22 -2 24 -6 -10 -8 -9 29 -29 right_child=1 2 14 4 23 6 16 27 13 -11 17 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-118.68552421875007 24.992246874999982 -16.815149999999996 3.524951562500064 -28.584510937500017 -6.972204687500053 -14.46594218750004 -9.7224187500000703 106.24499218750003 -4.4231750000000467 -37.941403125000072 4.6408093750000265 -38.050784374999928 12.120607812499948 -14.423418749999982 31.386653125000013 1.443975000000064 25.063637500000041 -3.2144109374999972 -13.588062500000015 3.2594968750000408 -2.1491265625000233 18.09096875000003 4.3481343749999359 25.941721874999931 12.707818750000007 8.3020984374999536 4.724621875000012 9.6990562499999946 58.622459375000034 -8.9260125000000698 leaf_weight=35360 481 1144 114 511 77 1005 45 33071 57 2036 256 661 202 266 1283 95 529 448 264 129 98 2423 721 575 160 96 33 257 1969 107 leaf_count=35360 481 1144 114 511 77 1005 45 33071 57 2036 256 661 202 266 1283 95 529 448 264 129 98 2423 721 575 160 96 33 257 1969 107 internal_value=1.91777e-05 0.0180333 0.00190198 -0.0179485 0.00343159 -0.0186389 -0.0111907 0.0191513 0.0136696 -0.0150121 -0.0104472 -0.0196146 -0.0109618 -0.00911695 0.0172174 -0.0165779 0.01486 -0.00113636 -0.0151359 -0.00798982 0.00377358 0.0163034 0.0124459 0.0153695 0.00683544 0.00588235 -0.00512821 0.0197774 0.0172739 0.00516484 internal_weight=84473 42182 2734 42291 1323 40968 4745 39448 4044 4138 2102 36223 863 419 1495 1239 607 704 1398 393 212 3625 1202 812 237 153 78 35404 2333 364 internal_count=84473 42182 2734 42291 1323 40968 4745 39448 4044 4138 2102 36223 863 419 1495 1239 607 704 1398 393 212 3625 1202 812 237 153 78 35404 2333 364 is_linear=0 shrinkage=0.04 Tree=2 num_leaves=31 num_cat=0 split_feature=28 10 28 28 9 30 28 28 0 10 28 30 30 28 34 16 30 28 20 30 28 15 28 10 28 28 28 30 16 14 split_gain=16947.6 435.769 450.934 433.507 638.599 78.6656 131.665 70.92 156.535 69.0495 84.3254 49.2528 48.0808 27.2512 26.4847 22.5874 20.6883 19.5901 18.0867 17.3796 15.4586 12.7123 12.6325 11.7084 11.9445 9.40212 8.67708 7.54826 7.40543 7.37432 threshold=18839.086057082455 0.78656609248549303 19557.836313089425 17932.335284549983 0.78656609248549325 561.02947301335178 17315.650473998099 19456.608928125497 19.500000000000004 0.37940952255126048 18577.082601147398 184.28541776231103 282.20627341816379 19768.950573568833 25878.022500000003 18202.287000000004 206.70434867867857 18483.547152091658 20789.764000000003 454.25640810599197 17509.054711704888 17338.576500000006 19098.659764133641 -0.60355339059327384 19027.71006384405 19488.847939490683 18713.942526849376 202.35369738708064 19145.000000000004 -0.18493013702746822 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=3 7 14 5 9 -1 -7 8 23 10 16 22 17 19 25 -12 -5 27 -18 -4 29 -22 -10 24 28 -3 -17 -6 -2 -8 right_child=1 2 13 4 12 6 20 -9 11 -11 15 -13 -14 -15 -16 26 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-115.91931418750013 6.1573814374999349 -16.364262750000051 3.7354769375000614 -14.950154031250131 -9.0831227812501307 -35.878831124999998 -3.8139092499999969 99.795817499999984 -4.0820683125000503 -37.440232156250133 6.5310910624999821 -10.87136481249996 25.823197500000024 31.350874500000064 1.5504347500001314 -4.6969185937500155 -13.372450937500107 10.336615374999965 0.97104787499993106 -1.0112020937499619 9.0056342500000035 -68.270907921875036 9.4347621562499988 24.632774625000021 14.479224531250075 -1.1996533750000526 0.17054206250002607 -0.034729875000048198 1.6060839999999734 6.1387691875000021 leaf_weight=34518 458 1009 135 1287 85 1004 95 34571 46 2565 204 317 1202 1234 91 294 278 91 178 126 287 20 146 1989 1456 72 383 93 199 40 leaf_count=34518 458 1009 135 1287 85 1004 95 34571 46 2565 204 317 1202 1234 91 294 278 91 178 126 287 20 146 1989 1456 72 383 93 199 40 internal_value=3.05423e-05 0.0181123 0.00246719 -0.0177224 -0.00834835 -0.0194583 -0.0103181 0.0191772 0.0145175 -0.0149431 -0.0103811 -0.00640472 0.014915 0.0170301 -0.0161092 -0.000295119 -0.0154791 -0.000371747 -0.00815789 0.00528736 0.0078733 0.0128339 0.00958333 0.0171136 0.0150402 -0.0178538 -0.00381093 -0.00808989 0.0105632 -0.00340741 internal_weight=84473 41849 2667 42624 6660 35964 1446 39182 4611 5189 2624 509 1471 1495 1172 881 1743 269 456 261 442 307 192 4102 2113 1081 677 178 657 135 internal_count=84473 41849 2667 42624 6660 35964 1446 39182 4611 5189 2624 509 1471 1495 1172 881 1743 269 456 261 442 307 192 4102 2113 1081 677 178 657 135 is_linear=0 shrinkage=0.04 Tree=3 num_leaves=31 num_cat=0 split_feature=28 28 9 10 28 28 0 30 10 28 30 28 28 34 28 30 30 0 14 16 30 20 28 15 28 28 28 30 28 30 split_gain=16789.3 443.262 712.036 433.221 432.375 76.5886 163.008 75.3886 65.2527 95.4653 39.8876 78.0585 29.9455 25.6196 24.1207 21.6402 21.5745 20.8417 24.4986 20.3673 19.8175 17.7951 14.1726 13.3233 12.7878 10.5809 9.689 8.99899 8.91881 8.47165 threshold=18839.086057082455 17760.037526397693 0.78656609248549325 0.78656609248549303 19557.836313089425 19631.585105601411 20.500000000000004 282.20627341816379 0.37940952255126048 18577.082601147398 594.09139670879711 17276.846697237805 19863.082625100724 25878.022500000003 18483.547152091658 206.70434867867857 258.5448062696351 19.500000000000004 1.0000000180025095e-35 18202.287000000004 499.11774944669639 20789.764000000003 18989.589962288057 19033.891500000002 19207.61960827572 19421.760309143268 17509.054711704888 236.99294085646883 18263.59444859147 420.38056660334263 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 10 8 5 13 6 17 14 9 15 -1 -12 20 25 27 -3 24 22 -19 -11 -6 -17 23 -2 -8 -5 -13 -4 -23 -27 right_child=3 2 7 4 12 -7 16 -9 -10 19 11 26 -14 -15 -16 21 -18 18 -20 -21 -22 28 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-113.65013927625012 9.5117912537499798 -15.941204588750116 -7.63439708875012 -16.812817240000005 3.423167645000067 99.790430112500033 -7.4474150487499724 22.003625099999919 -37.749493963749991 6.269847419999933 -35.078577567500034 -0.83667288000004192 33.652464520000066 1.4884173600001669 9.9231507599999897 -14.336576337500155 -13.43891956374995 14.716094175000036 -2.2919664699998976 -1.8155171200000042 -1.1976743537500443 -2.9778124150000802 18.629529940625073 0.39441876500000944 6.0275588656251058 0.61795307249994946 4.9714838800000143 0.22826641374980683 3.6766032100000303 -6.0578281775000509 leaf_weight=33461 812 1626 167 915 253 33126 43 1433 3136 204 878 142 1131 91 91 345 282 145 157 677 111 119 4382 151 84 58 151 95 99 108 leaf_count=33461 812 1626 167 915 253 33126 43 1433 3136 204 878 142 1131 91 91 345 282 145 157 677 111 119 4382 151 84 58 151 95 99 108 internal_value=2.43865e-05 -0.0176455 -0.00915415 0.0180215 0.0024222 0.0190833 0.0149472 0.0131019 -0.0155591 -0.0114137 -0.019605 -0.0123484 0.0166823 -0.0157679 -0.00345609 -0.0158885 -0.00943765 0.0167133 0.00649007 -0.000295119 0.0067033 -0.00912966 0.0172909 0.0128972 0.00425197 -0.0174838 0.00552901 -0.00961832 -0.000183486 -0.00819277 internal_weight=84473 42624 7992 41849 2667 39182 6056 1786 6206 3070 34632 1171 1495 1172 353 2189 409 5647 302 881 364 563 5345 963 127 1081 293 262 218 166 internal_count=84473 42624 7992 41849 2667 39182 6056 1786 6206 3070 34632 1171 1495 1172 353 2189 409 5647 302 881 364 563 5345 963 127 1081 293 262 218 166 is_linear=0 shrinkage=0.04 Tree=4 num_leaves=31 num_cat=0 split_feature=28 28 9 10 28 30 28 0 28 10 30 30 28 28 28 16 16 31 30 28 16 0 28 30 28 23 30 29 30 28 split_gain=16615.5 444.148 710.756 434.455 424.407 82.0692 78.286 147.948 68.6153 83.6606 56.1437 36.9773 58.4884 35.0216 30.612 23.1201 21.8797 20.4989 18.429 15.7992 15.8917 15.0944 56.756 48.9306 14.0843 11.7851 18.7174 11.5914 12.1021 11.5364 threshold=18839.086057082455 17717.389682645113 0.78656609248549325 0.78656609248549303 19665.578243119366 307.32529824101994 19593.790920186028 19.500000000000004 18526.887804915797 0.37940952255126048 184.28541776231103 492.80080014037742 17237.655672342295 19456.608928125497 18483.547152091658 16665.103000000003 18202.287000000004 23380.531471354174 454.25640810599197 19027.71006384405 19145.000000000004 20.500000000000004 20020.628357366779 391.74903798481489 19098.659764133641 255.20750000000046 307.32529824101994 20930.707205638875 499.11774944669639 18670.14370670083 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 11 8 6 13 14 7 19 25 16 24 -1 -13 17 -4 -14 -10 -5 -15 20 -2 -8 23 -23 -9 -3 -27 28 -6 -18 right_child=3 2 5 4 27 -7 21 10 9 -11 -12 12 15 18 -16 -17 29 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-110.90061808020008 10.585076978599973 -32.789904830199958 -3.8791814271250771 -15.169913925400033 7.9278266717000223 21.476158970999968 99.581742595499961 -3.9373462591001589 5.4210832106998712 -26.330842330199957 -9.2933471861999717 -40.343816027300058 1.670331649800064 1.807803029200004 10.647484792099931 -67.090968393325028 -6.0945329677000704 1.4110681656001542 -3.988623246250063 17.755144928625015 1.371915864850016 8.4505026953750342 51.187157970499975 -8.628671904500079 10.317127021000051 -12.736954842700071 2.0166484566000871 31.421405001700041 -0.17035281079995912 -0.27170581019992823 leaf_weight=32663 992 3729 324 991 116 1434 31229 46 243 837 403 1201 351 147 114 84 285 59 122 3900 216 189 1860 133 214 775 101 1134 98 483 leaf_count=32663 992 3729 324 991 116 1434 31229 46 243 837 403 1201 351 147 114 84 285 59 122 3900 216 189 1860 133 214 775 101 1134 98 483 internal_value=4.972e-06 -0.0175732 -0.00928529 0.0179087 0.00228721 0.0124145 0.018972 0.0146699 -0.0155804 -0.00906926 -0.00310709 -0.0195848 -0.0137164 -0.0138438 -0.00273973 -0.00114943 -0.00132542 -0.0171429 -0.000966543 0.0169773 0.0129801 0.0197151 0.0164986 0.000993789 0.0113846 -0.0181933 -0.0140183 0.0180712 0.00953271 -0.00463542 internal_weight=84473 42624 8325 41849 2667 1872 39182 5771 6453 1848 663 34299 1636 1319 438 435 1011 1050 269 5108 1208 33411 2182 322 260 4605 876 1348 214 768 internal_count=84473 42624 8325 41849 2667 1872 39182 5771 6453 1848 663 34299 1636 1319 438 435 1011 1050 269 5108 1208 33411 2182 322 260 4605 876 1348 214 768 is_linear=0 shrinkage=0.04 Tree=5 num_leaves=31 num_cat=0 split_feature=28 28 9 10 28 30 28 0 28 10 30 28 31 28 16 30 28 30 28 14 30 28 16 28 28 28 9 30 28 30 split_gain=16457.4 454.639 741.339 434.798 407.613 89.8465 83.5204 158.456 69.865 85.3237 66.2786 29.09 27.9655 27.0999 26.0932 25.6198 40.8318 19.8295 18.698 18.3684 17.4254 17.2717 16.3576 16.2566 15.303 15.1663 14.1868 13.4695 19.3845 11.8882 threshold=18839.086057082455 17627.962341629853 0.78656609248549325 0.78656609248549303 19593.790920186028 265.03672870732129 19768.950573568833 19.500000000000004 18483.547152091658 0.37940952255126048 184.28541776231103 19829.453745913601 22749.580729166668 18305.250976052743 18202.287000000004 492.80080014037742 17047.581575052507 454.25640810599197 19027.71006384405 -0.031174269516803289 405.8782314498589 18670.14370670083 18475.684500000003 19390.206085185499 19098.659764133641 18171.346405342334 0.60355339059327384 348.04149266744224 19317.323617331283 410.28381991296442 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 15 8 6 12 13 7 18 -3 14 24 17 23 -4 -10 -1 -17 -6 22 -18 25 -16 -2 -5 -9 -7 -11 28 -12 -25 right_child=3 2 5 4 11 20 -8 10 9 26 27 -13 -14 -15 21 16 19 -19 -20 -21 -22 -23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-107.98318710699212 23.896509738230961 -27.372450824492045 -6.88772482442866 -16.144406430883972 3.6229948548319952 0.75392539278494952 95.318629141679992 -3.7798524087361876 4.3502577260079853 -26.227060199491973 -9.0200976743768848 29.583494114132044 3.5200160639762181 4.1078927955350082 -6.6255160867420635 -42.361860261208058 -4.8521474182920068 -0.68051807179304891 17.956465430230018 5.7918776963080747 23.701324299659973 -0.26083757779197186 4.1376484967309803 0.88978498002405104 10.194580559597526 10.86883523716002 4.358681988008029 -15.604485175001901 1.186655237685045 -5.2408517433839732 leaf_weight=32080 476 4864 212 860 138 262 31966 46 301 934 152 1165 93 131 360 1039 375 146 5150 139 1178 483 732 88 290 240 26 195 175 177 leaf_count=32080 476 4864 212 860 138 262 31966 46 301 934 152 1165 93 131 360 1039 375 146 5150 139 1178 483 732 88 290 240 26 195 175 177 internal_value=2.15453e-05 -0.0174728 -0.00948282 0.0178399 0.00221222 0.0118339 0.0189036 0.0150166 -0.0156716 -0.00958175 -0.00111888 0.0165493 -0.014844 -0.00682216 -0.0022028 -0.0196087 -0.0145911 0.00507042 0.0171941 -0.00536965 0.0156429 -0.00581257 0.0127152 -0.0165867 0.0127381 0.00940239 -0.018375 -0.0100383 -0.00507645 -0.00792453 internal_weight=84473 42624 8991 41849 2667 2023 39182 7216 6968 2104 858 1449 1218 343 1144 33633 1553 284 6358 514 1680 843 1208 1125 336 502 960 522 327 265 internal_count=84473 42624 8991 41849 2667 2023 39182 7216 6968 2104 858 1449 1218 343 1144 33633 1553 284 6358 514 1680 843 1208 1125 336 502 960 522 327 265 is_linear=0 shrinkage=0.04 Tree=6 num_leaves=31 num_cat=0 split_feature=28 28 9 10 28 23 28 28 28 30 30 13 28 15 28 16 35 30 28 24 16 23 30 14 14 28 17 28 0 30 split_gain=16259.2 459.471 737.268 433.918 571.034 98.3472 69.6515 56.6996 52.449 52.2829 49.3716 38.771 38.1993 49.1598 37.2271 29.6314 25.3477 22.7872 35.3731 21.0048 19.8816 18.0762 17.5597 16.9108 15.4628 15.2382 13.7093 13.0886 13.0257 26.624 threshold=18839.086057082455 17587.966687392556 0.91597561503675362 0.60355339059327384 19665.578243119366 255.20750000000046 18483.547152091658 19098.659764133641 20082.841291047527 250.60493373101357 265.03672870732129 -0.82415615971448097 18670.14370670083 18834.240000000002 19353.22745451182 19145.000000000004 20690.976597842266 479.12341686379733 17047.581575052507 536.44050000000072 17659.503500000003 402.62150000000116 485.82691111126024 -0.031174269516803289 0.080547328232315238 19207.61960827572 22142.865500000004 19896.094763075733 19.500000000000004 175.23038192580779 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 17 5 7 9 12 10 15 11 25 -7 -6 -3 -14 -11 -2 -16 -1 -19 -4 -8 -20 -13 -23 -12 -5 -24 28 -9 -30 right_child=3 2 19 4 8 6 20 27 -10 14 24 22 13 -15 16 -17 -18 18 21 -21 -22 23 26 -25 -26 -27 -28 -29 29 -31 leaf_value=-104.58132056021248 10.876937281770806 -28.210036710262504 0.1545551444359444 -2.6706070736267429 -9.2220809439872387 -12.098982444137365 10.14759650083055 18.33643120364577 42.449763724566729 -15.661728143026849 -3.1715720066889479 5.8566295431386974 1.3543504821947137 -19.418473166512268 -4.0905798518784291 1.2279134929119027 2.357664241730963 -42.642932725759749 -68.451047387527439 19.269819958323495 -0.0014376142683613579 -3.0208145892602625 -2.5231515784602379 7.0341947023976541 2.6134136897964346 7.6658516686164511 3.4393730995667284 98.945883976012851 10.202133976012847 -2.3519971731521219 leaf_weight=31672 1377 5157 134 123 101 858 194 5706 2738 967 140 479 312 554 444 367 103 1110 128 1438 336 278 94 112 201 128 85 28792 241 104 leaf_count=31672 1377 5157 134 123 101 858 194 5706 2738 967 140 479 312 554 444 367 103 1110 128 1438 336 278 94 112 201 128 85 28792 241 104 internal_value=7.81315e-06 -0.0173808 -0.00953239 0.0177185 0.00697834 -0.0145975 -0.00618855 0.0192631 0.0163397 -0.0115694 -0.0115263 0.00703557 -0.0170115 -0.00923788 -0.0143725 0.0122248 -0.00603291 -0.0195784 -0.0149631 0.0154453 0.00588679 -0.00633205 0.0105775 -0.00205128 0.00134897 0.00533865 -0.000111732 0.0196154 0.0179243 0.0103768 internal_weight=84473 42624 9324 41849 5262 7752 1729 36587 3497 1765 1199 759 6023 866 1514 1744 547 33300 1628 1572 530 518 658 390 341 251 179 34843 6051 345 internal_count=84473 42624 9324 41849 5262 7752 1729 36587 3497 1765 1199 759 6023 866 1514 1744 547 33300 1628 1572 530 518 658 390 341 251 179 34843 6051 345 is_linear=0 shrinkage=0.04 Tree=7 num_leaves=31 num_cat=0 split_feature=28 10 28 28 9 30 28 10 28 29 30 30 16 28 30 30 28 16 30 28 9 28 28 16 1 10 30 28 30 28 split_gain=16039.1 471.559 577.628 439.842 749.091 85.2442 84.2355 68.0876 74.1464 67.8252 65.2898 50.3836 34.03 32.3832 29.3226 26.3515 24.5714 22.1452 21.0735 16.966 71.0828 15.9303 15.3663 14.8294 14.5575 14.3643 13.5603 13.4345 12.9779 12.5071 threshold=18796.853753740394 0.60355339059327384 19631.585105601411 17509.054711704888 0.78656609248549325 307.32529824101994 19098.659764133641 0.37940952255126048 18437.868605845921 21058.947002538374 454.25640810599197 261.77255289176111 18954.912500000002 19353.22745451182 163.50130439779574 410.28381991296442 18483.547152091658 18245.788250000001 184.28541776231103 17201.219914136975 0.91597561503675362 19207.61960827572 19928.995932459988 20371.039750000007 1.5000000000000002 -0.78656609248549325 98.325152703589609 20345.276365955404 220.19846815933616 18670.14370670083 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=3 6 11 19 7 16 12 8 14 10 -4 21 -2 -13 -5 -15 18 28 -6 -1 -21 26 23 -8 -12 -16 -3 -26 -10 -19 right_child=1 2 9 4 5 -7 22 -9 17 -11 24 13 -14 15 25 -17 -18 29 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-104.67388805030394 11.990583604566055 7.2912219467810795 11.446435937030182 -14.994470398101985 -8.5920999099160689 15.926157466840523 17.396913276324923 -34.725009135601866 -0.1618366363975656 46.452217187030186 1.6718763005841175 -15.635259017305799 2.4635337070659444 0.91524956499415566 -14.48009025954685 -5.6958738615831681 8.8582593097964129 -6.0662357871119461 -0.10019799352085101 -30.91834117530394 -0.60185531986506247 6.6982144315711052 95.86996267947238 5.6257454849196806 -7.2495523706816316 -2.8910750732968156 -5.5218816938583037 3.9887015620301827 9.3099530809505087 -0.44204642578879433 leaf_weight=29970 1313 36 780 1596 162 1624 6161 3941 234 2355 191 1025 677 180 405 294 103 421 297 2244 420 133 28522 160 208 424 110 37 120 330 leaf_count=29970 1313 36 780 1596 162 1624 6161 3941 234 2355 191 1025 677 180 405 294 103 421 297 2244 420 133 28522 160 208 424 110 37 120 330 internal_value=3.57511e-05 0.017488 0.00638998 -0.0173715 -0.00987263 0.0107228 0.0190997 -0.0158988 -0.011864 0.0156651 0.00799342 -0.0122385 0.0110955 -0.0151434 -0.0157773 -0.00649789 -0.00270463 -0.00327602 -0.00666667 -0.0195906 -0.0165315 0.00336918 0.0195569 0.0177725 -0.00440367 -0.00967431 -0.00575342 -0.0108571 0.00497175 -0.00716378 internal_weight=84473 42182 5349 42291 9657 2186 36833 7471 3530 3571 1216 1778 1990 1499 2425 474 562 1105 459 32634 2664 279 34843 6321 436 829 146 245 354 751 internal_count=84473 42182 5349 42291 9657 2186 36833 7471 3530 3571 1216 1778 1990 1499 2425 474 562 1105 459 32634 2664 279 34843 6321 436 829 146 245 354 751 is_linear=0 shrinkage=0.04 Tree=8 num_leaves=31 num_cat=0 split_feature=28 10 28 23 28 30 28 28 28 16 13 30 16 28 0 27 28 28 30 29 35 1 28 31 16 0 28 28 9 30 split_gain=15882.1 511.667 603.337 418.374 511.97 194.192 101.823 85.8669 66.5371 55.1123 50.27 49.1433 40.2495 32.4406 34.8724 31.1712 29.7305 22.1637 23.8489 21.5097 21.1145 22.5823 18.3821 18.2774 17.7679 17.014 13.9735 13.3706 59.6545 11.6093 threshold=18757.008287931047 0.60355339059327384 19557.836313089425 537.41224999999952 17393.697293452915 307.32529824101994 19098.659764133641 20246.210563290279 18305.250976052743 18875.390000000003 -0.82415615971448097 225.0276895985867 18155.335000000003 17008.187519171075 6.5000000000000009 119.8992499999995 18526.887804915797 19281.917960866547 370.86425803107755 16754.407677838029 19840.898505580361 1.5000000000000002 20020.628357366779 19127.017604166667 20371.039750000007 19.500000000000004 18912.854158012531 17429.731362802606 0.91597561503675362 694.67035271912448 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=3 6 11 8 13 16 12 10 27 15 -4 -3 -2 -5 -15 -10 23 -13 -19 29 21 -12 24 -6 -8 26 -14 -1 -29 -7 right_child=1 2 7 4 5 19 22 -9 9 -11 20 17 25 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-100.9430653407918 30.165760163223169 3.2032687451339736 -6.9643453649932052 -63.737513597329453 -9.7984690934322867 0.29366607316711452 16.956312311422007 43.540534749548968 -6.7845975522737723 -25.4026915826778 6.129961841254481 -16.406077405831457 1.6599007882231671 0.90375055298100049 -11.3247059657918 0.61819994667988798 3.9549236109563211 0.90740647532686125 -5.798335356172684 18.372128136916871 5.469075113102881 -1.171281560951611 94.63145323479344 0.73258080693689409 6.2438384377351763 -4.4789157022851578 5.9279915103834355 -27.16590251967791 1.0911926917838719 8.9373792769169089 leaf_weight=28257 669 196 169 3022 648 247 6914 2453 610 1352 362 1046 603 260 366 462 162 139 366 1190 453 277 27701 93 228 86 853 4849 214 226 leaf_count=28257 669 196 169 3022 648 247 6914 2453 610 1352 362 1046 603 260 366 462 162 139 366 1190 453 277 27701 93 228 86 853 4849 214 226 internal_value=1.96512e-05 0.0172499 0.00581945 -0.0174393 -0.00785967 0.00583009 0.0189345 0.0149381 -0.0191047 -0.0127063 0.00645519 -0.0135661 0.0106106 -0.017489 -0.00920128 -0.00593284 -0.00910299 -0.015951 -0.00906931 0.0139387 0.00959707 0.00491393 0.0194627 -0.0124966 0.0176533 0.00705577 0.00807692 -0.0195702 -0.0176773 0.00672304 internal_weight=84473 42515 5461 41958 6214 2566 37054 3714 35744 2424 1261 1747 2211 3648 626 1072 903 1551 505 1663 1092 639 34843 741 7142 1542 1456 33320 5063 473 internal_count=84473 42515 5461 41958 6214 2566 37054 3714 35744 2424 1261 1747 2211 3648 626 1072 903 1551 505 1663 1092 639 34843 741 7142 1542 1456 33320 5063 473 is_linear=0 shrinkage=0.04 Tree=9 num_leaves=31 num_cat=0 split_feature=28 10 28 23 28 30 28 28 28 17 30 27 16 29 30 28 0 30 28 0 28 0 28 28 0 14 1 30 16 19 split_gain=15705.6 512.762 586.832 411.099 489.784 181.035 106.346 77.666 69.4712 58.0875 55.0638 41.5247 40.9096 37.2122 39.0173 35.4249 43.1179 32.7327 25.207 24.4642 24.1408 23.1965 21.8479 21.1642 20.1077 39.9105 19.2695 16.7361 16.1501 14.1278 threshold=18757.008287931047 0.60355339059327384 19829.453745913601 537.41224999999952 17393.697293452915 265.03672870732129 19098.659764133641 19317.323617331283 18171.346405342334 19328.640500000005 430.806655812781 119.8992499999995 18062.080000000005 21098.558957978134 430.806655812781 16815.766769791775 6.5000000000000009 141.74176369762239 18121.038293326081 21.500000000000004 18526.887804915797 6.5000000000000009 20345.276365955404 20181.261597434757 19.500000000000004 -0.29342786347392819 1.0000000180025095e-35 68.153762137691203 19181.325000000004 16666.430000000004 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=3 6 7 8 15 20 12 17 -1 11 -9 -10 -2 14 -4 -5 29 -3 21 22 -6 -7 -16 24 -8 -26 -27 -13 -14 -17 right_child=1 2 13 4 5 18 23 10 9 -11 -12 27 28 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-85.887354445910177 30.343054654194422 4.6142808115233498 15.445489400898806 -67.105752296898572 -9.7103268824789115 10.58357841769015 17.035704634690191 1.9650221544469242 -8.2890036063907608 -28.444391731870564 -4.3181084211319103 -5.0079237284946432 4.3977652983930602 44.137753853843897 -6.5920323780490433 5.9652324038475495 -13.183650893213489 -14.620937278502097 20.842574690215187 3.9223909819921392 2.1063578701211374 0.41488801628147487 5.1984961720669522 95.646273230401718 12.45652105483663 3.852296051697631 -2.7522006636241714 1.8427444394624763 -0.078158733477612263 -1.9849302335389802 leaf_weight=32588 639 81 565 2761 608 465 8007 519 1143 1458 487 129 1197 2284 150 98 535 1181 900 126 138 455 68 26320 306 52 158 426 375 254 leaf_count=32588 639 81 565 2761 608 465 8007 519 1143 1458 487 129 1197 2284 150 98 535 1181 900 126 138 455 68 26320 306 52 158 426 375 254 internal_value=2.53335e-05 0.0171596 0.0057169 -0.0173364 -0.00784036 0.00554949 0.018846 -0.00984127 -0.0189872 -0.0133207 -0.0015507 -0.00829211 0.0103392 0.0167679 0.00992299 -0.0172588 -0.0103044 -0.0164501 0.0123516 -0.000697674 -0.0110456 0.00769565 -0.00880734 0.0193858 0.0176534 0.01 -0.00342857 0.000684685 0.00687023 0.000568182 internal_weight=84473 42515 5461 41958 6214 2566 37054 2268 35744 3156 1006 1698 2211 3193 909 3648 887 1262 1820 344 746 920 218 34843 8523 516 210 555 1572 352 internal_count=84473 42515 5461 41958 6214 2566 37054 2268 35744 3156 1006 1698 2211 3193 909 3648 887 1262 1820 344 746 920 218 34843 8523 516 210 555 1572 352 is_linear=0 shrinkage=0.04 Tree=10 num_leaves=31 num_cat=0 split_feature=28 28 10 28 9 0 28 30 10 30 30 13 16 28 30 28 10 28 0 30 29 0 14 28 15 14 20 28 1 0 split_gain=15408.3 570.869 611.632 406.197 779.412 78.6081 122.092 62.3382 57.7639 68.6018 44.7654 42.3137 38.6784 57.246 24.4791 29.7301 23.5307 20.3963 23.4207 19.9477 25.7644 16.5972 19.2422 16.0413 15.8264 15.6587 14.1924 12.2608 11.8934 11.3257 threshold=18713.942526849376 19456.608928125497 0.60355339059327384 17354.197431334105 0.78656609248549325 20.500000000000004 20279.942828669347 166.86479013739611 0.37940952255126048 160.17879296834562 229.69531674838905 -0.82415615971448097 18014.042500000003 18952.032063945324 479.12341686379733 16815.766769791775 -0.78656609248549325 18217.388791746944 6.5000000000000009 459.91916580134955 20815.483197379286 19.500000000000004 -0.23537842981696178 18437.868605845921 18834.240000000002 -0.031174269516803289 22539.077500000003 20279.942828669347 1.0000000180025095e-35 19.500000000000004 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=3 2 12 14 8 27 11 -6 9 23 -4 -7 -2 24 -1 -16 -11 18 -9 -13 -21 -15 -23 -5 -14 -17 -18 29 -20 -3 right_child=1 5 10 4 7 6 -8 17 -10 16 -12 19 13 21 15 25 26 -19 28 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-92.900043861823804 36.463630438029654 17.889272556948999 1.2288223648502026 -12.132179799323785 -3.8832690877838467 -7.0989405640181218 40.984017113749069 7.1260679021019318 -31.475572333470701 -9.6453154945011192 -13.168768069240324 3.4715162873542433 3.6463793382596488 9.7198368872275758 -36.686261853249164 -5.0545515716714728 -2.2162422993237851 20.792762055081695 5.3857328970388334 -2.762736857486161 3.7114441780734344 10.835978843782431 -2.8364148749502784 -4.0595032431422444 -0.44923349835517001 5.6407398623651535 3.2996768139727646 94.757023863685603 -0.78908083543617979 7.9155090997923985 leaf_weight=29917 1226 6467 187 1877 210 190 2384 907 4300 644 1469 776 466 2595 925 345 523 728 159 249 184 78 104 454 535 115 184 25504 337 434 leaf_count=29917 1226 6467 187 1877 210 190 2384 907 4300 644 1469 776 466 2595 925 345 523 728 159 249 184 78 104 454 535 115 184 25504 337 434 internal_value=9.2574e-05 0.0169305 0.00616817 -0.0172401 -0.0103594 0.0189112 0.0134549 0.00993592 -0.0163117 -0.0126344 -0.0149034 0.00407434 0.0131415 0.0111382 -0.0195093 -0.0143105 -0.00546262 0.011985 0.00916607 0.00683209 -4.61894e-05 0.0140943 0.00241758 -0.0167911 0.00293706 -0.006 -0.000424328 0.0195482 0.00217742 0.0180525 internal_weight=84473 42848 6660 41625 10323 36188 3783 2341 7982 3682 1656 1399 5004 3778 31302 1385 1351 2131 1403 1209 433 2777 182 2331 1001 460 707 32405 496 6901 internal_count=84473 42848 6660 41625 10323 36188 3783 2341 7982 3682 1656 1399 5004 3778 31302 1385 1351 2131 1403 1209 433 2777 182 2331 1001 460 707 32405 496 6901 is_linear=0 shrinkage=0.04 Tree=11 num_leaves=31 num_cat=0 split_feature=28 21 10 28 9 28 28 28 28 28 9 17 30 29 30 30 28 9 30 16 20 16 28 30 16 28 0 14 0 14 split_gain=15226 515.852 445.995 493.289 334.25 211.87 99.6359 82.6223 80.7059 77.2039 260.498 57.0704 46.2155 42.7851 41.7128 38.4331 31.3312 31.2627 53.3529 26.513 25.9203 25.9192 25.7421 26.0792 33.2471 19.5127 19.1561 18.5406 17.0788 38.5994 threshold=18839.086057082455 18229.795000000006 0.60355339059327384 19928.995932459988 0.91597561503675362 16889.64037526316 18394.787634331755 19244.76989014084 19456.608928125497 17047.581575052507 0.78656609248549325 19218.848000000005 176.89329155162403 16636.95056151877 447.85420867328548 285.57924260621616 20442.294927291183 -0.60355339059327362 387.234946267238 18014.042500000003 23599.350000000002 17659.503500000003 17124.610530359405 158.44563702188896 18292.333750000002 20279.942828669347 19.500000000000004 -0.28519997588938989 19.500000000000004 -0.29342786347392819 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 9 7 8 6 -6 22 19 15 -1 20 21 -12 -7 -10 -4 17 18 -5 -2 -11 -8 -3 -24 27 28 -21 -25 -9 -30 right_child=2 4 3 16 5 13 11 25 14 10 12 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-94.051092888600834 34.031055653243456 -74.564114200549668 -0.031618963708606319 10.416021004219001 -43.531013524209342 0.99372566594669476 6.2638376986781079 16.688102267736102 2.3006859266474931 -24.486890044256871 -5.1631290920631727 -16.779272856756869 3.2435013793798864 17.665284076513782 -2.7235416288788112 -11.807395939592389 44.379120645863296 8.6568402186740432 -3.7348129048610281 5.7991135532157205 1.5943652127715904 -1.1764448657122557 -11.128406270162232 -7.3681439199428134 -28.594297981543207 91.072953846638129 -2.2769286195824678 0.98849503237062897 12.07209514921662 -1.1098262877244269 leaf_weight=26404 694 1677 259 230 518 527 191 7803 502 7417 256 458 832 1244 382 1101 2147 446 195 1962 86 902 1067 223 416 25479 116 406 335 198 leaf_count=26404 694 1677 259 230 518 527 191 7803 502 7417 256 458 832 1244 382 1101 2147 446 195 1962 86 902 1067 223 416 25479 116 406 335 198 internal_value=0.000127615 -0.0166995 0.0172664 0.0063778 -0.00727487 0.00551332 -0.0127566 0.0188324 -0.00782531 -0.0187541 -0.0154604 -0.00421663 0.00283088 0.0120949 0.00158371 -0.0139412 0.0169384 0.0105396 0.00277647 0.0121934 -0.0181128 0.000750229 -0.0162523 -0.0133144 -0.00882297 0.0193766 0.00993263 -0.00302067 0.0176967 0.0107692 internal_weight=84473 42624 41849 5262 7629 2289 5340 36587 2244 34995 8591 1551 1088 1771 884 1360 3018 871 425 2772 7503 1093 3789 2112 1045 33815 2078 629 8336 533 internal_count=84473 42624 41849 5262 7629 2289 5340 36587 2244 34995 8591 1551 1088 1771 884 1360 3018 871 425 2772 7503 1093 3789 2112 1045 33815 2078 629 8336 533 is_linear=0 shrinkage=0.04 Tree=12 num_leaves=31 num_cat=0 split_feature=28 28 10 23 28 30 0 28 28 9 29 30 0 28 13 10 30 30 31 28 0 0 31 30 16 30 28 28 15 0 split_gain=15030.3 564.042 548.936 414.441 486.486 206.151 97.2164 140.009 62.3598 117.585 46.7435 41.5235 40.8847 44.9455 38.1315 37.9191 37.4447 37.1142 36.7811 20.8312 29.5691 20.1551 19.1207 18.8545 24.257 18.6254 18.5282 18.1885 18.0409 17.736 threshold=18713.942526849376 19421.760309143268 0.60355339059327384 434.41749999999962 16966.138295572731 301.08702806566458 20.500000000000004 20246.210563290279 17162.107960079811 0.78656609248549325 16678.657103022673 258.5448062696351 8.5000000000000018 18952.032063945324 -0.82415615971448097 0.37940952255126048 160.17879296834562 160.17879296834562 18829.463697916672 16527.635493232698 6.5000000000000009 14.500000000000002 22749.580729166668 459.91916580134955 21974.65725 80.74372426198012 18483.547152091658 20411.817416146558 18834.240000000002 7.5000000000000009 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=3 2 12 8 19 18 27 14 -1 15 -7 -4 -2 28 -8 16 -10 -11 26 -5 -21 -18 -17 -16 -25 -15 -6 -3 -14 -12 right_child=1 6 11 4 5 10 7 -9 9 17 29 -13 13 25 23 22 21 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-91.77850229805685 35.625313689826726 16.139760059899636 0.17491860380454455 -67.733951516806854 -9.8703267071407748 0.76391301583411408 -6.8168296395696233 36.647158945028785 -10.343469591543109 -4.0381685061682946 17.142568963137894 -13.048771977008728 3.8189755770555349 7.956852307109803 2.820054724626825 -30.556636818080587 -12.141946571779918 2.8102412749739596 1.2523599657564775 -1.8210608918068465 -17.357890703755547 -0.24053164342505626 -1.9400139796891744 -2.127259933703026 3.5296744439686156 8.7717483140694092 -0.081752355724165685 91.523238817772651 -0.46859271320994594 2.3540566000378749 leaf_weight=25398 1119 8278 241 3136 953 811 198 2423 2178 221 1101 1337 533 883 796 4861 574 395 251 300 449 399 134 294 146 1674 155 24386 540 309 leaf_count=25398 1119 8278 241 3136 953 811 198 2423 2178 221 1101 1337 533 883 796 4861 574 395 251 300 449 399 134 294 146 1674 155 24386 540 309 internal_value=0.000133297 0.0167634 0.00573732 -0.0169855 -0.00844742 0.00218994 0.0186736 0.0126679 -0.0188513 -0.0159416 0.00969833 -0.0147022 0.012529 0.0104683 0.00276151 -0.0172158 -0.0137798 0.000909091 -0.0100809 -0.0182497 -0.0122563 -0.00725591 -0.0193834 0.00537217 -0.00127273 0.0133516 -0.013213 0.0193828 0.00359739 0.0140993 internal_weight=84473 42848 6327 41625 7465 3580 36521 3857 34160 8762 2221 1578 4749 3630 1434 8146 3151 616 1359 3885 749 973 4995 1236 440 2557 1108 32664 1073 1410 internal_count=84473 42848 6327 41625 7465 3580 36521 3857 34160 8762 2221 1578 4749 3630 1434 8146 3151 616 1359 3885 749 973 4995 1236 440 2557 1108 32664 1073 1410 is_linear=0 shrinkage=0.04 Tree=13 num_leaves=31 num_cat=0 split_feature=28 21 10 28 9 28 28 10 28 9 28 28 30 28 30 28 19 9 30 30 0 23 32 30 28 30 31 30 35 29 split_gain=14836.5 598.517 384.464 407.271 352.341 270.132 113.504 80.2024 72.4313 217.726 64.5039 63.8678 60.9591 49.1498 46.6032 34.8318 33.3831 32.4297 58.5826 29.0088 28.2812 26.3309 30.3245 24.2052 20.0849 17.9795 17.9476 17.4657 17.3105 16.297 threshold=18912.854158012531 17996.947500000006 0.60355339059327384 19928.995932459988 0.78656609248549325 16852.128118263947 18437.868605845921 0.1294095225512602 16926.570188694081 0.78656609248549325 19281.917960866547 19768.950573568833 430.806655812781 18394.787634331755 188.46219366093661 20476.597578587021 21320.539500000003 -0.60355339059327362 405.8782314498589 173.39693547177228 6.5000000000000009 29.072499999998403 1783.1756253222995 128.0182370224644 17849.101794540828 163.50130439779574 22749.580729166668 89.278721113152997 20761.067540922621 20706.117948717514 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 8 11 10 6 -6 24 -8 -1 16 23 21 28 19 -11 17 26 18 -5 -7 -21 22 -2 -4 -3 -9 -10 -24 -12 -14 right_child=2 4 3 15 5 13 7 25 9 14 12 -13 29 -15 -16 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-89.284432518634574 -2.9289720190358639 -37.701079634906641 7.2454140629783073 9.0613858474770677 -41.717325536960125 -5.9489305683695424 0.57772764111694419 -1.1975957067869605 -23.746407500923961 -4.5280329649449413 0.8101368806272512 69.661606140061778 -5.6859308970841811 23.25419720129241 3.2589529600449896 41.86473482578149 -0.8775057547316828 7.8603629615339017 -4.4191778884723316 7.1449405536321864 0.12958734213505524 15.450434803919052 8.6487330855939941 -11.339594535428333 -10.267665147542139 -17.834319542093873 0.16018784721869453 6.634389422044042 4.165565185911837 0.034494908008200584 leaf_weight=25230 116 2653 38 256 801 120 1221 153 7359 316 451 29889 427 730 751 2097 188 470 195 1081 605 3911 839 776 1464 538 80 1330 213 175 leaf_count=25230 116 2653 38 256 801 120 1221 153 7359 316 451 29889 427 730 751 2097 188 470 195 1081 605 3911 839 776 1464 538 80 1330 213 175 internal_value=0.000117671 -0.0162328 0.0173047 0.00702236 -0.00728166 0.00314654 -0.0130536 -0.005 -0.0187042 -0.0155556 -0.00659615 0.0187574 -0.000947867 0.00954259 0.00136832 0.0164082 -0.0179232 0.009924 0.00226164 0.00600221 0.00735469 0.0150613 0.0116499 -0.0153808 -0.0167938 -0.01589 -0.0183439 0.0127155 0.00740964 -0.0101661 internal_weight=84473 43290 41183 5098 9366 3337 6029 1912 33924 8694 2080 36085 1266 2536 1067 3018 7627 921 451 1806 1686 6196 2285 814 4117 691 7439 2169 664 602 internal_count=84473 43290 41183 5098 9366 3337 6029 1912 33924 8694 2080 36085 1266 2536 1067 3018 7627 921 451 1806 1686 6196 2285 814 4117 691 7439 2169 664 602 is_linear=0 shrinkage=0.04 Tree=14 num_leaves=31 num_cat=0 split_feature=28 28 10 23 28 30 28 0 28 9 30 29 13 10 30 0 28 30 30 0 30 29 1 31 34 28 28 2 18 15 split_gain=14482.9 560.458 539.559 429.414 456.702 189.858 108.172 137.341 76.2802 139.788 54.9077 53.7675 53.1913 48.3396 44.7689 44.0215 46.1274 41.6496 30.0682 25.1679 22.9333 28.1468 23.5629 20.4288 20.0121 18.2272 17.9654 17.2457 18.6395 16.9527 threshold=18713.942526849376 19488.847939490683 0.60355339059327384 444.710000000001 16774.535920318976 265.03672870732129 20476.597578587021 19.500000000000004 16852.128118263947 0.78656609248549325 166.86479013739611 16754.407677838029 -0.82415615971448097 0.37940952255126048 285.57924260621616 8.5000000000000018 19027.71006384405 140.39343239875549 405.8782314498589 15.500000000000002 141.74176369762239 21184.604247742875 2.5000000000000004 22749.580729166668 22055.731500000005 19063.695817483098 18171.346405342334 1.0000000180025095e-35 13015.792000000003 18992.563000000006 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=3 2 15 8 -5 24 7 -3 -1 13 -11 27 -9 17 25 -2 29 -10 -13 26 -14 22 -22 -15 -6 -4 -19 28 -7 -17 right_child=1 6 14 4 5 11 -8 12 9 10 -12 18 20 23 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-89.924676311639203 34.152023561057938 14.096094877983706 -4.669164952057181 -54.283174076988651 -9.0931386403132635 -3.9990373725183601 81.694399706959373 -5.4369844257753721 -10.128901109381987 -4.8024359608192029 2.6138393133608044 2.9933144382407044 8.6137622947742063 -29.42250290232354 -11.494475628877918 3.106641104989103 8.3517177803209055 -14.996714362598723 18.629459265775949 0.22543675362554497 2.2090253323350044 8.1458130869075838 -2.0246498862277078 -1.8484396635153826 0.060150736239156684 3.5874658946107956 -5.1484724212387665 -0.60163603531749688 9.0210734076713557 -0.94456132961415284 leaf_weight=23379 1224 7779 138 3468 1047 64 25896 254 2397 374 531 620 353 6146 1396 1055 2603 556 839 417 995 276 303 134 170 186 356 900 227 390 leaf_count=23379 1224 7779 138 3468 1047 64 25896 254 2397 374 531 620 353 6146 1396 1055 2603 556 839 417 995 276 303 134 170 186 356 900 227 390 internal_value=9.3521e-05 0.016418 0.00605835 -0.0167106 -0.00792638 0.00152573 0.0184382 0.0148956 -0.0185897 -0.0158281 -0.000773481 0.00753208 0.00602476 -0.0171897 -0.0133953 0.0124052 0.0103953 -0.0135802 0.0126799 -0.00790068 0.00829268 0.00622618 0.00375963 -0.0193312 -0.011553 0 -0.0116228 0.00122586 0.00969072 0.00466436 internal_weight=84473 42848 6992 41625 7335 3867 35856 9960 34290 10911 905 2650 2181 10006 1720 5272 4048 3726 1459 1329 1927 1574 1298 6280 1217 324 912 1191 291 1445 internal_count=84473 42848 6992 41625 7335 3867 35856 9960 34290 10911 905 2650 2181 10006 1720 5272 4048 3726 1459 1329 1927 1574 1298 6280 1217 324 912 1191 291 1445 is_linear=0 shrinkage=0.04 Tree=15 num_leaves=31 num_cat=0 split_feature=28 21 10 28 9 28 28 28 23 28 33 16 28 30 28 0 14 29 1 10 30 30 30 31 35 11 30 28 30 13 split_gain=14257.1 606.623 368.265 373.319 331.706 239.5 101.21 93.6926 88.9128 183.853 125.487 80.746 61.4689 60.2391 52.7201 49.9292 83.9894 38.9971 37.1537 36.9529 44.6002 36.039 30.8602 27.3351 26.5975 29.1504 25.3861 22.1399 20.4259 18.4941 threshold=18912.854158012531 17996.947500000006 0.60355339059327384 19928.995932459988 0.78656609248549325 16689.647774538927 18394.787634331755 20583.236404707579 192.89400000000117 16647.77006680032 14401.091750000001 19504.733000000004 19207.61960827572 430.806655812781 18437.868605845921 19.500000000000004 -0.32613736746952143 21313.297366588227 1.5000000000000002 -0.60355339059327384 108.44876320705835 180.4649658648278 492.80080014037742 22749.580729166668 17434.588113095244 -0.8783796973249266 721.41983992523205 17276.846697237805 124.12121207837291 0.42179998225932674 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 8 7 12 6 -6 27 15 23 -10 26 -8 28 -14 24 19 -17 18 -5 20 -2 -12 -20 -1 -7 -26 -11 -3 -4 -22 right_child=2 4 3 17 5 14 11 -9 9 10 21 -13 13 -15 -16 16 -18 -19 22 -21 29 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-70.224232227923636 9.595142382974446 -56.613491418940249 6.7656753734585076 10.951282159035763 -54.236780962297637 -1.5395166589072324 -0.3385134465173178 87.717053406180938 -57.127298634173641 -10.036424963729514 -4.5186942303540132 -17.312473264577712 1.663319526908017 -3.7880475705488061 22.621871755109606 8.3047621282968613 -3.6228701377937251 38.60299444447184 3.0914647554866681 18.13996813254489 10.763187085728642 3.339231796562526 -5.0403716746314604 0.41990383256917996 -1.4333926096853975 5.8736623013805369 7.9426665985508587 -10.157333855905454 -11.401114541356074 5.4315601285277806 leaf_weight=26414 3110 1818 30 637 693 373 1564 22956 4887 1319 255 514 754 665 668 477 334 1963 261 6038 1862 898 157 106 262 1341 45 2133 631 1308 leaf_count=26414 3110 1818 30 637 693 373 1564 22956 4887 1319 255 514 754 665 668 477 334 1963 261 6038 1862 898 157 106 262 1341 45 2133 631 1308 internal_value=8.07359e-05 -0.0159473 0.0169288 0.00686544 -0.00693572 0.0031825 -0.0125361 0.0183506 -0.0184353 -0.0145597 -0.00577672 -0.0053898 -0.00617308 -0.00147992 0.00866868 0.0156554 0.00604192 0.0158516 0.00964929 0.0162884 0.0141401 0.00393755 0.000382775 -0.0195173 0.00538462 0.00762321 -0.0139883 -0.0162946 -0.0162481 0.0108013 internal_weight=84473 43290 41183 5098 9366 3337 6029 36085 33924 7404 2517 2078 2080 1419 2644 13129 811 3018 1055 12318 6280 1153 418 26520 1976 1603 1364 3951 661 3170 internal_count=84473 43290 41183 5098 9366 3337 6029 36085 33924 7404 2517 2078 2080 1419 2644 13129 811 3018 1055 12318 6280 1153 418 26520 1976 1603 1364 3951 661 3170 is_linear=0 shrinkage=0.04 Tree=16 num_leaves=31 num_cat=0 split_feature=28 28 10 28 9 28 0 10 30 13 30 30 0 28 29 30 28 30 28 28 20 30 9 28 1 30 15 14 28 15 split_gain=13920.5 552.63 497.682 460.618 699.878 127.716 139.223 102.786 78.5195 61.1498 56.8744 47.7834 43.7906 40.0766 37.9366 37.5833 43.8448 31.5085 28.8751 27.3996 27.0967 26.918 23.0463 23.9488 22.0536 23.6337 18.8217 17.863 17.4012 17.1702 threshold=18713.942526849376 19488.847939490683 0.60355339059327384 16966.138295572731 0.78656609248549325 20583.236404707579 19.500000000000004 0.37940952255126048 163.50130439779574 -0.83377653105606597 173.39693547177228 225.0276895985867 8.5000000000000018 19063.695817483098 16754.407677838029 499.11774944669639 16319.168230361292 405.8782314498589 18437.868605845921 19207.61960827572 21785.542500000003 387.234946267238 0.60355339059327384 17509.054711704888 2.5000000000000004 492.80080014037742 19504.672500000004 -0.14250536273956091 19896.094763075733 18794.486500000003 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=3 2 12 15 7 6 -3 8 18 -8 -6 -4 -2 29 27 -1 -17 -16 -5 -13 -10 -21 -9 -24 28 -26 -15 -12 -11 -14 right_child=1 5 11 4 10 -7 9 22 20 24 14 19 13 26 17 16 -18 -19 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-78.8227434075567 31.918109232175048 13.183714717065886 2.2325698070834914 -8.879761285213899 -2.8537924012820439 78.728527519933706 -5.1049303095869982 -25.939463889516773 -5.9811178324032515 1.4170987064945804 -0.77371044161845937 -13.135148084701797 5.2715217748632135 8.26132610724766 2.6681437752833883 -33.504451111910022 -0.73691204941002075 17.705910527492598 -1.8242868970876589 0.97822561393899377 1.7313096746976226 -4.8911937338906863 -6.7607610140892209 0.5629161871747056 1.5399450074702328 -9.8681831116955436 2.8539675378971152 5.1239256695218502 6.8560621666930093 0.99829427225056866 leaf_weight=27033 1224 8556 190 2522 392 24900 290 5521 1177 631 617 997 525 2060 964 520 419 836 464 187 438 346 231 166 393 83 353 325 1003 1110 leaf_count=27033 1224 8556 190 2522 392 24900 290 5521 1177 631 617 997 525 2060 964 520 419 836 464 187 438 346 231 166 393 83 353 325 1003 1110 internal_value=0.000152238 0.0161566 0.00586957 -0.0163224 -0.0102996 0.0181627 0.0145637 -0.0152429 -0.0107585 0.00605 0.00629228 -0.012814 0.0119651 0.00996047 0.00832969 -0.0192621 -0.0113951 0.0117333 -0.0146015 -0.0151634 -0.00365325 -0.0078424 -0.0187293 -0.00942065 0.00841706 0.000840336 0.0132366 0.0018259 0.0106242 0.00512538 internal_weight=84473 42848 6992 41625 13653 35856 10956 10519 4601 2400 3134 1720 5272 4048 2742 27972 939 1800 2986 1530 1615 533 5918 397 2110 476 2413 942 1634 1635 internal_count=84473 42848 6992 41625 13653 35856 10956 10519 4601 2400 3134 1720 5272 4048 2742 27972 939 1800 2986 1530 1615 533 5918 397 2110 476 2413 942 1634 1635 is_linear=0 shrinkage=0.04 Tree=17 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 28 9 28 30 30 28 0 30 9 28 13 23 24 30 0 29 10 30 20 10 30 28 1 split_gain=13628.5 630.379 640.317 377.595 454.85 181.229 109.65 93.4079 260.794 90.0226 60.8333 54.8148 49.2282 49.9307 46.6717 43.1371 42.5647 41.7617 30.9503 26.924 26.4542 27.0045 25.9613 24.1835 21.5447 20.2084 18.6894 21.2523 17.9659 17.4299 threshold=18912.854158012531 17315.650473998099 0.78656609248549325 20082.841291047527 19.500000000000004 0.37940952255126048 18483.547152091658 16487.916932758566 0.78656609248549325 19281.917960866547 130.76805520427573 430.806655812781 20788.317298939455 19.500000000000004 188.46219366093661 0.60355339059327384 18437.868605845921 -0.814291907305839 -175.06875000000215 954.84699999999987 128.0182370224644 6.5000000000000009 20815.483197379286 -0.78656609248549325 136.19023188787352 22341.076000000005 -0.60355339059327384 79.704393223827026 19063.695817483098 1.0000000180025095e-35 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 7 5 4 18 6 10 -1 -9 -6 -3 24 13 -5 -10 -7 20 -15 28 -16 -4 -22 -13 -12 -11 -19 27 -20 -2 -23 right_child=3 2 16 12 9 15 -8 8 14 11 23 22 -14 17 19 -17 -18 25 26 -21 21 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-83.350112186879485 -0.2637856674219074 -7.861012904772215 -4.6661964205813273 14.277188414128977 -9.0409921613137705 -22.266219008190237 0.93473986988552493 -22.190507709529921 -4.6334640050772578 7.6421185988750953 -8.0985144887218485 -4.3302661386651744 83.251847356636432 -2.3992073308635735 3.6558417136385106 -0.47076880879823874 20.178799526305522 7.5428869747828138 7.6792912637109838 -0.7935435061121825 6.1546715492568911 5.4569410412879371 0.89477703036012823 0.14970912633565603 0.81133640659216333 -2.3623523999750615 17.075470052658492 8.5953031098676735 6.6698735616046179 -1.0821520362389856 leaf_weight=23976 217 1735 114 5498 813 4738 1499 5325 439 279 653 555 22908 229 637 244 753 1158 1170 592 1211 211 197 699 809 87 3825 1874 1564 464 leaf_count=23976 217 1735 114 5498 813 4738 1499 5325 439 279 653 555 22908 229 637 244 753 1158 1170 592 1211 211 197 699 809 87 3825 1874 1564 464 internal_value=0.000150344 -0.0155204 -0.00786787 0.0166229 0.0103955 -0.0127592 -0.00702137 -0.018565 -0.0144974 -0.00409348 -0.0113314 0.000804348 0.0189786 0.0160356 -0.000695444 -0.0180409 0.00913186 0.00949796 0.0148393 0.0033035 0.00608 0.00721103 -0.0075 -0.00497041 0.00654412 0.0123855 0.0160577 0.0137188 0.0101404 0.0008 internal_weight=84473 43290 12321 41183 11303 9568 4586 30969 6993 2653 3087 1840 29880 6972 1668 4982 2753 1474 8650 1229 2000 1886 752 1352 1088 1245 6869 3044 1781 675 internal_count=84473 43290 12321 41183 11303 9568 4586 30969 6993 2653 3087 1840 29880 6972 1668 4982 2753 1474 8650 1229 2000 1886 752 1352 1088 1245 6869 3044 1781 675 is_linear=0 shrinkage=0.04 Tree=18 num_leaves=31 num_cat=0 split_feature=28 28 0 23 28 30 28 0 28 10 33 28 23 30 13 14 30 23 1 0 0 28 31 28 11 36 30 0 20 28 split_gain=13379.5 605.767 533.683 468.085 483.175 276.281 113.801 111.307 70.1641 93.3605 65.6337 62.4685 61.0916 60.7016 56.89 43.1488 36.1853 30.6651 27.1661 26.7509 25.7763 28.3798 25.0353 24.4529 24.2911 21.5395 21.1336 20.4935 19.3252 19.2511 threshold=18670.14370670083 19699.282156589212 20.500000000000004 269.23499999999973 16449.242336158106 217.57206333132783 20788.317298939455 19.500000000000004 16774.535920318976 0.60355339059327384 14629.025000000003 19170.71226787673 29.072499999998403 107.3178035983771 -0.814291907305839 -0.17646730165275518 387.234946267238 58.832499999998625 2.5000000000000004 21.500000000000004 7.5000000000000009 19063.695817483098 22665.393125000006 17509.054711704888 -0.8783796973249266 2725.5660602911134 611.6675602009542 9.5000000000000018 22272.272500000003 19063.695817483098 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=3 2 12 8 -5 -6 7 -3 -1 13 23 -4 15 -10 -9 27 -13 -15 28 -20 -14 -22 -11 -7 -12 -19 -25 -2 -16 -17 right_child=1 6 11 4 5 10 -8 14 9 22 24 16 20 17 18 29 -18 25 19 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-80.778348715029281 -9.6161877180034931 12.722932367817993 -13.119646926790738 -53.854603553864294 -7.7254597082095282 -2.8307339082979888 79.921773462370908 -3.5919010232992878 -8.1610966735513646 -25.263334564091348 0.59529398669590594 1.1151201934429993 39.090482870488486 -8.0910700758619356 6.4663158160315657 -1.5067040028322662 -3.3729422202011485 -3.5929360604153771 -1.8880571011509164 5.8359822811922646 3.2771941048539155 9.9838645602320319 -1.8487921279853619 -0.18876533195871162 7.9748978311312388 1.7533731640444603 11.85740033348462 6.3467936212471976 -1.1389298934247927 2.977916021222045 leaf_weight=21020 33 8625 963 4519 1819 841 22908 333 1991 5905 462 357 1120 1262 1424 550 634 371 317 139 1070 2280 167 536 1686 459 254 1651 118 659 leaf_count=21020 33 8625 963 4519 1819 841 22908 333 1991 5905 462 357 1120 1262 1424 550 634 371 317 139 1070 2280 167 536 1686 459 254 1651 118 659 internal_value=0.000134718 0.0157018 0.00666953 -0.0161445 -0.00866858 -0.000814577 0.0181869 0.0148339 -0.0185706 -0.0158405 0.00535062 -0.011914 0.0116012 -0.0111634 0.00707851 0.00707224 -0.00486377 -0.00640535 0.00962963 0.00105263 0.0145324 0.0127761 -0.0189855 -0.000698958 0.00994413 -0.000433735 0.00435443 0.0112114 0.012166 0.00130687 internal_weight=84473 43181 9317 41292 10117 5598 33864 10956 31175 10155 3779 1954 7363 4083 2331 2893 991 2092 1998 456 4470 3350 6072 1631 2148 830 790 1684 1542 1209 internal_count=84473 43181 9317 41292 10117 5598 33864 10956 31175 10155 3779 1954 7363 4083 2331 2893 991 2092 1998 456 4470 3350 6072 1631 2148 830 790 1684 1542 1209 is_linear=0 shrinkage=0.04 Tree=19 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 28 30 30 28 0 30 28 0 30 33 23 30 0 0 14 20 30 28 23 29 23 34 30 split_gain=13095.1 637.323 802.932 397.998 425.477 196.476 144.248 86.0284 75.5429 66.3089 61.225 61.5087 50.6053 49.8123 46.2843 73.7872 45.0858 38.4543 40.3471 39.5836 32.6845 32.2746 27.8699 27.126 32.4231 49.7307 26.049 21.2552 25.6244 20.2144 threshold=18912.854158012531 16647.77006680032 0.78656609248549325 20113.359122440077 19.500000000000004 0.37940952255126048 18437.868605845921 19281.917960866547 176.89329155162403 130.76805520427573 20928.753975591248 19.500000000000004 430.806655812781 18217.388791746944 21.500000000000004 492.80080014037742 18152.130000000005 695.71550000000036 74.412059402897725 14.500000000000002 6.5000000000000009 -0.52765736634565841 21326.802000000003 382.83309963825548 16164.757385388108 84.758749999999068 20706.117948717514 -181.43249999999895 24294.699500000002 134.68884295200994 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 23 5 4 17 6 9 -6 -4 -3 11 -5 29 20 15 21 27 18 -2 -20 -10 -13 -11 -1 -25 -26 -14 -7 -29 -9 right_child=3 2 8 10 7 16 -8 12 13 22 -12 14 26 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-76.417117110178083 6.8989253782049493 -8.5222445455429998 -2.2292482806122282 13.655397212858515 -8.3623093889179287 -23.753843204637743 0.6557469683224918 7.3848008735456094 4.1139124365773023 -7.6697832345784995 81.940918148876079 9.1946496942361406 -4.4922126846786705 17.499763664366693 8.3825969881502527 -4.9758226448546337 1.6388898931576841 28.174287403080015 4.3217688036726036 11.213107238319935 -0.43994326947125956 0.32723456385465399 -0.023971489567265962 -60.62141398517808 -49.604187422678081 1.0281989927368704 0.38170743660084555 -11.654455858113215 0.40272829635126983 0.84183307117971706 leaf_weight=23340 2194 2546 580 6301 813 6578 1633 282 1666 1272 21580 539 480 1036 502 210 114 2242 2497 1973 814 416 654 1299 294 375 299 951 138 855 leaf_count=23340 2194 2546 580 6301 813 6578 1633 282 1666 1272 21580 539 480 1036 502 210 114 2242 2497 1973 814 416 654 1299 294 375 299 951 138 855 internal_value=0.000104886 -0.0152562 -0.00949839 0.0162519 0.00998539 -0.014089 -0.00871744 -0.00383291 0.00606445 -0.0124329 0.0187194 0.0157229 0.000793319 0.00827076 0.00889022 0.00451502 -0.0183036 0.0142196 0.0126951 0.0105145 0.00519355 0.0092356 -0.00683281 -0.0193472 -0.0148374 -0.00768311 -0.00706033 -0.0186748 -0.0134986 0.00617414 internal_weight=84473 43290 17982 41183 11635 13886 6105 2729 4096 4472 29548 7968 1916 3516 1667 1165 7781 8906 6664 4470 2480 955 1926 25308 1968 669 779 7667 1089 1137 internal_count=84473 43290 17982 41183 11635 13886 6105 2729 4096 4472 29548 7968 1916 3516 1667 1165 7781 8906 6664 4470 2480 955 1926 25308 1968 669 779 7667 1089 1137 is_linear=0 shrinkage=0.04 Tree=20 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 28 9 30 30 28 0 30 28 0 30 30 28 23 30 14 0 14 0 30 36 20 0 33 split_gain=12822.7 702.308 598.947 348.013 361.161 241.975 125.947 116.219 303.379 76.9658 71.0786 64.0155 62.7542 50.1772 50.1096 47.7624 75.7426 41.679 37.5895 35.5974 39.3503 31.5549 31.5295 23.93 23.778 31.5197 22.5403 21.7468 21.6907 20.3764 threshold=18989.589962288057 17276.846697237805 0.60355339059327384 20146.009564449512 19.500000000000004 0.60355339059327384 18526.887804915797 16319.168230361292 0.78656609248549325 250.60493373101357 184.28541776231103 21042.988693752322 19.500000000000004 186.23884092087272 19488.847939490683 21.500000000000004 492.80080014037742 113.10621794994823 18347.287966098138 773.96650000000056 75.435280979381417 -0.30982845708428081 14.500000000000002 -0.6905596507703472 21.500000000000004 374.68234425446718 2658.6428106587769 21507.280000000002 6.5000000000000009 18152.130000000005 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 7 5 4 19 6 17 -1 -9 26 -6 12 -5 -10 -12 16 21 -3 28 20 -2 -14 -22 -15 25 -16 -4 -19 -11 -7 right_child=3 2 9 11 10 29 -8 8 13 18 14 -13 15 23 24 -17 -18 27 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-77.167600394521003 6.9591860965135854 -6.8479110240224692 -6.467571640440001 13.615619747404271 5.2234056846854218 -20.598008837859233 0.97768100186258378 -20.070994421200595 -4.00987836537257 6.7922478584524653 -5.3621920133612004 82.181367360420992 8.6043946400845748 -2.5072015154962721 0.70539213722207939 8.9284365747371339 -4.1025761920450901 -8.0268126966799169 19.560375689351059 29.064987161648389 4.7482391920048395 -0.048868196698458634 11.250327757527995 2.5350599213097302 1.0097077980470204 -8.3741775449688429 0.30245181170641444 0.16719005295599346 0.36807779422670139 0.28756435853007134 leaf_weight=22644 2214 1702 293 6843 524 4533 1730 6051 530 948 973 20584 674 349 287 523 231 1128 919 2016 2459 361 1969 1062 648 211 792 540 655 80 leaf_count=22644 2214 1702 293 6843 524 4533 1730 6051 530 948 973 20584 674 349 287 523 231 1128 919 2016 2459 361 1969 1062 648 211 792 540 655 80 internal_value=9.02063e-05 -0.0148721 -0.0072042 0.0163225 0.0103619 -0.0123731 -0.00636863 -0.018206 -0.0140591 0.00671472 -0.0025804 0.0186281 0.0157368 -0.000298815 -0.00584238 0.00906652 0.00486572 -0.0108724 0.0105472 0.0143128 0.0128997 0.00948792 0.0107227 0.00364281 -0.00017452 -0.00674699 -0.00219355 -0.0063789 0.00684966 -0.0190115 internal_weight=84473 43956 13320 40517 11301 9713 5100 30636 7992 3607 2643 29216 8632 1941 2119 1789 1266 3370 2522 8658 6642 1035 4428 1411 1146 498 1085 1668 1603 4613 internal_count=84473 43956 13320 40517 11301 9713 5100 30636 7992 3607 2643 29216 8632 1941 2119 1789 1266 3370 2522 8658 6642 1035 4428 1411 1146 498 1085 1668 1603 4613 is_linear=0 shrinkage=0.04 Tree=21 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 28 30 30 28 13 31 23 30 0 30 30 21 0 28 10 1 31 23 34 28 16 9 30 split_gain=12573.4 698.923 756.909 359.331 351.403 253.975 167.628 103.158 74.4103 68.2756 53.7786 51.372 47.5714 40.6353 60.4454 47.0984 38.3362 37.2736 37.7212 32.2777 30.679 27.7573 25.868 35.7171 23.837 23.044 22.8122 36.9668 33.0013 22.7834 threshold=18989.589962288057 16607.329777877803 0.78656609248549325 20653.040901897457 19.500000000000004 0.37940952255126048 18437.868605845921 19488.847939490683 166.86479013739611 133.41782131142426 18437.868605845921 -0.82415615971448097 22665.393125000006 817.79799999999989 76.597929307631333 14.500000000000002 144.67794003813268 382.83309963825548 16850.346250000006 6.5000000000000009 16045.702458100843 -0.70710678118654757 1.5000000000000002 20922.656307291672 -181.43249999999895 21057.402500000004 21167.290742365996 21451.817500000008 -0.70710678118654735 499.11774944669639 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 17 5 4 13 6 9 16 -4 -3 19 -9 24 14 -2 -16 -6 -1 -19 -10 -20 -11 -13 -24 -7 -26 27 -5 29 -29 right_child=3 2 8 26 7 12 -8 11 10 21 -12 22 -14 -15 15 -17 -18 18 20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-70.929665909990149 7.6514925103136191 -7.8641674840259661 -2.2960711048026861 15.333097041004221 4.8731803307436348 -22.000247317520991 0.83500889729919436 -4.2668186061518645 4.3732063987878789 -7.5547109152824126 19.645427919915672 4.7842459199488081 -0.0007663611660245806 30.643396558091698 4.9366119339899157 12.108293540631712 -4.9117732372165488 -55.612738197317235 -22.940210873584583 -0.11857859959207417 0.87893582488395627 -0.34965762855485083 -0.55951815883687228 4.8269403100993076 -13.016137194087642 -0.98777517908776646 82.592472041004228 2.5679367889035349 12.355425515619864 -3.2594024961917603 leaf_weight=23079 3544 2639 547 3939 143 6798 2006 320 1956 1018 796 1182 231 2680 3480 2882 1014 1179 347 988 370 896 787 249 830 276 19588 230 351 128 leaf_count=23079 3544 2639 547 3939 143 6798 2006 320 1956 1018 796 1182 231 2680 3480 2882 1014 1179 347 988 370 896 787 249 830 276 19588 230 351 128 internal_value=8.78387e-05 -0.0147284 -0.00894263 0.0161616 0.0115656 -0.0132571 -0.00740052 0.000719892 0.00584558 -0.0116451 0.00786096 0.00523247 -0.0179791 0.0147497 0.0135675 0.0112355 -0.00917891 -0.0191255 -0.0137342 0.00536685 -0.0064993 -0.00589342 0.00739405 0.00277992 -0.018502 -0.0130561 0.0192491 0.0167298 0.00832158 -0.000223464 internal_weight=84473 43956 18981 40517 16281 14694 6559 3695 4287 4553 3740 2538 8135 12586 9906 6362 1157 24975 1896 2944 717 1914 2218 1036 7904 1106 24236 4648 709 358 internal_count=84473 43956 18981 40517 16281 14694 6559 3695 4287 4553 3740 2538 8135 12586 9906 6362 1157 24975 1896 2944 717 1914 2218 1036 7904 1106 24236 4648 709 358 is_linear=0 shrinkage=0.04 Tree=22 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 28 30 30 33 28 13 23 30 0 30 20 14 28 0 1 1 31 13 28 34 24 30 28 split_gain=12316.3 693.87 838.512 372.872 342.49 260.748 186.018 98.3032 93.5232 62.4846 52.7245 49.8193 48.2999 40.227 63.0709 47.134 37.9301 31.8417 31.4742 27.2073 45.3562 38.6654 25.3295 23.3557 23.3487 23.3472 21.867 22.5405 21.05 20.1809 threshold=18989.589962288057 16319.168230361292 0.78656609248549325 20653.040901897457 19.500000000000004 0.60355339059327384 18394.787634331755 19488.847939490683 176.89329155162403 133.41782131142426 17786.035000000003 18437.868605845921 -0.82415615971448097 817.79799999999989 76.597929307631333 14.500000000000002 387.234946267238 21326.802000000003 -0.43733099657705293 21337.987148968354 19.500000000000004 2.5000000000000004 2.5000000000000004 20956.367174479172 0.7210268013660811 19170.71226787673 24594.417500000007 -629.81149999999968 340.95608111853102 19988.161562211553 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 -1 5 4 13 6 9 16 -4 -3 26 18 -9 14 -2 24 25 -11 -10 20 -5 -22 29 -24 -16 -6 -7 -28 -20 -14 right_child=3 2 8 19 7 10 -8 12 11 17 -12 -13 22 -15 15 -17 -18 -19 28 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-71.265369898590578 7.3454328099010313 -8.1916985828666657 -2.7598933524372113 16.519788784364064 -4.5602403060438519 -23.581780833102531 0.53026283109749783 -4.096145861905752 -0.22020777800949873 -8.4321415069661452 0.49422246861751773 18.953570251522617 1.3056007634683193 29.417660695768063 5.9311017135578004 11.623961799006501 -7.0983427783379742 -0.064558491997304374 1.2721491281238559 84.269984096864064 9.0927398185546195 -1.7115159436369141 -1.825178230850288 4.3481656412358278 1.1353212092704781 1.4358556653946288 -7.6373277081025304 0.72857766839231775 7.5309091463616644 6.2203750568250689 leaf_weight=22644 3544 3170 777 4777 188 7593 2294 320 1029 1581 210 791 810 2680 2602 2882 601 709 1012 18260 946 253 373 127 878 368 783 94 1269 908 leaf_count=22644 3544 3170 777 4777 188 7593 2294 320 1029 1581 210 791 810 2680 2602 2882 601 709 1012 18260 946 253 373 127 878 368 783 94 1269 908 internal_value=0.000102991 -0.0145609 -0.00938063 0.0160116 0.0113298 -0.0137033 -0.00837245 0.000622463 0.00518245 -0.0123883 -0.0184654 0.00759327 0.00502758 0.0144732 0.013297 0.0109148 -0.00904062 -0.00735371 0.00543807 0.0191566 0.0168139 0.00985822 0.00712353 -0.0008 0.00778161 -0.00151079 -0.0189563 -0.0129761 0.00805787 0.00942957 internal_weight=84473 43956 21312 40517 16281 16434 7754 3695 4878 5460 8680 4101 2538 12586 9906 6362 1157 2290 3310 24236 5976 1199 2218 500 3480 556 8470 877 2281 1718 internal_count=84473 43956 21312 40517 16281 16434 7754 3695 4878 5460 8680 4101 2538 12586 9906 6362 1157 2290 3310 24236 5976 1199 2218 500 3480 556 8470 877 2281 1718 is_linear=0 shrinkage=0.04 Tree=23 num_leaves=31 num_cat=0 split_feature=28 28 23 0 28 30 28 28 28 10 9 28 0 2 35 0 30 30 30 16 2 14 15 32 33 28 33 0 30 10 split_gain=12071.9 686.515 534.876 517.684 469.763 297.475 100.547 92.6566 81.8023 112.068 80.5755 86.7023 72.8787 56.7204 55.4861 54.576 81.4525 42.5231 38.3084 36.9344 36.6604 34.8205 33.6595 29.3997 27.2988 24.0359 22.1247 20.7384 19.6372 37.4494 threshold=18624.035337093061 20051.580289639111 223.11949999999891 20.500000000000004 16087.611729634733 225.0276895985867 19281.917960866547 21124.13733684097 16731.727185866395 0.78656609248549303 0.78656609248549325 19133.008352018198 19.500000000000004 4.5000000000000009 17670.378232886909 21.500000000000004 492.80080014037742 430.806655812781 74.412059402897725 19854.121000000003 4.5000000000000009 -0.30982845708428081 19072.465000000007 1973.9333223360838 14987.992500000002 18025.577625592839 14157.228500000003 20.500000000000004 82.870358415938654 -0.60355339059327384 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=2 3 8 10 -4 24 -5 12 -1 13 11 22 28 -10 26 16 21 -8 -13 -20 -16 -14 -2 -21 25 -6 -7 -23 -3 -30 right_child=1 7 4 6 5 14 17 -9 9 -11 -12 18 15 -15 20 -17 -18 -19 19 23 -22 27 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-67.224852758896887 2.3834129685343215 9.8267692264333899 -51.120283966678542 -9.1536450809054077 -9.6304060935028257 -3.4046737514646521 1.38094240780767 74.763715982989524 -1.8331688634968304 -22.549676108319982 28.032039357703979 6.2380287373314784 7.6686309468602847 -8.1996433512966913 7.5863001602856093 7.6505436076391931 -3.7274576999413696 -2.2061528042305873 9.3652796249005767 -3.077697787692232 0.72250217732980671 -4.1186241578793128 -1.479474512163506 3.4695799784499832 -1.4874053196189925 -2.9058550292794827 2.0539743435311539 2.7408630037636614 8.0977737992382028 21.773969849950955 leaf_weight=20176 1890 3157 4155 1252 1631 762 678 19920 1615 5049 2152 1857 810 3153 1885 638 270 720 2799 238 1088 230 660 1056 498 440 507 204 2184 2799 leaf_count=20176 1890 3157 4155 1252 1631 762 678 19920 1615 5049 2152 1857 810 3153 1885 638 270 720 2799 238 1088 230 660 1056 498 440 507 204 2184 2799 internal_value=0.000118144 0.0147888 -0.0154677 0.00721696 -0.00790808 -0.00144179 -0.00860377 0.0181226 -0.0182316 -0.0152368 0.0111528 0.00940235 0.0150408 -0.0108389 0.00506365 0.00849442 0.00435931 -0.00123033 0.0120471 0.00988517 0.00805247 0.00868167 0.00323137 0.00429675 -0.0121837 -0.0142057 -0.00193853 -0.000460829 0.0167715 0.0152077 internal_weight=84473 43514 40959 13302 10966 6811 2650 30212 29993 9817 10652 8500 10292 4768 4242 2152 1514 1398 5950 4093 2973 1244 2550 1294 2569 2071 1269 434 8140 4983 internal_count=84473 43514 40959 13302 10966 6811 2650 30212 29993 9817 10652 8500 10292 4768 4242 2152 1514 1398 5950 4093 2973 1244 2550 1294 2569 2071 1269 434 8140 4983 is_linear=0 shrinkage=0.04 Tree=24 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 30 28 30 31 13 9 30 0 28 28 0 1 30 0 34 30 24 20 1 18 14 13 28 split_gain=11771.7 711.999 853.451 395.178 319.999 264.191 171.995 90.9405 88.2177 55.9129 55.5254 48.6257 46.8862 60.9175 47.3569 43.3193 38.9317 63.9296 47.296 32.5104 31.2039 29.0951 29.0763 29.0151 27.79 27.527 35.8416 25.2124 23.4966 21.3568 threshold=18989.589962288057 16202.118246967237 0.78656609248549325 20653.040901897457 19.500000000000004 0.60355339059327384 18263.59444859147 134.68884295200994 19390.206085185499 113.10621794994823 21713.381718750006 -0.814291907305839 0.78656609248549325 76.597929307631333 14.500000000000002 18217.388791746944 21377.470563991137 19.500000000000004 1.5000000000000002 401.27195983711186 5.5000000000000009 23898.712500000005 362.82841873165364 -681.19874999999945 21458.953750000004 1.5000000000000002 23523.433000000001 -0.52765736634565841 0.3261394409934788 18577.082601147398 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 -1 5 4 12 6 9 -4 22 -3 -7 -10 13 -2 28 20 17 -5 -19 -17 -9 27 -6 -12 -11 -13 -27 -20 -15 -8 right_child=3 2 7 16 8 10 29 15 11 24 23 25 -14 14 -16 19 -18 18 21 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-68.122987554791038 6.7160202360971741 -7.7853756051455276 -3.3729797689424594 14.839007168561439 -0.75008735358482226 -21.91533631526967 -2.5455046425110779 3.7586556110122182 -3.8871318528838312 -7.9684905290409374 -5.7940069980038968 4.0525827677667987 32.232248851024195 6.6021150303463951 10.732567449597191 1.9919196072300838 79.175823593669918 9.9936755615181756 2.7950534875607991 21.375509721083365 0.54225972259831912 11.800096449061529 -7.257647219735154 1.2907045363076759 -0.64931872766450394 -0.63338537877112688 4.0953123916960612 -4.1283815131010488 1.9682341998713673 1.1126995945838281 leaf_weight=21645 3614 2708 544 5050 373 8132 997 1349 350 1854 907 1290 2345 2106 3014 381 17928 683 145 778 2088 107 524 144 713 910 248 323 1507 1716 leaf_count=21645 3614 2708 544 5050 373 8132 997 1349 350 1854 907 1290 2345 2106 3014 381 17928 683 145 778 2088 107 524 144 713 910 248 323 1507 1716 internal_value=0.000120038 -0.014216 -0.00920174 0.0156729 0.0108531 -0.013482 -0.00816224 0.00509728 0.000503383 -0.0123716 -0.0181096 0.00400286 0.0138916 0.0127234 0.0104451 0.00692776 0.0189107 0.016208 0.0081399 0.0136152 0.00467268 -0.000313043 -0.0104125 -0.00945766 -0.0081418 0.00599673 0.00151986 -0.00461538 0.00735677 2.21157e-05 internal_weight=84473 43956 22311 40517 16281 17171 7988 5140 3695 5275 9183 2798 12586 10241 6627 4596 24236 6308 1258 1159 3437 575 897 1051 2567 2448 1158 468 3613 2713 internal_count=84473 43956 22311 40517 16281 17171 7988 5140 3695 5275 9183 2798 12586 10241 6627 4596 24236 6308 1258 1159 3437 575 897 1051 2567 2448 1158 468 3613 2713 is_linear=0 shrinkage=0.04 Tree=25 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 30 28 28 0 28 10 1 0 9 28 0 33 2 30 14 28 15 30 16 18 31 29 14 30 33 split_gain=11502 651.479 568.063 564.602 443.801 304.849 108.818 100.651 99.2435 71.6418 105.924 70.3906 67.9748 66.8251 82.3909 62.6187 56.9818 56.0457 54.2907 52.7454 30.7834 30.0567 28.3995 34.1876 27.5125 26.6026 24.7936 24.235 20.8505 20.2168 threshold=18670.14370670083 20113.359122440077 115.53375000000052 16005.178574206699 19.500000000000004 217.57206333132783 19170.71226787673 21422.717442394216 19.500000000000004 16527.635493232698 0.78656609248549303 1.5000000000000002 21.500000000000004 0.91597561503675362 19133.008352018198 6.5000000000000009 14794.670000000002 4.5000000000000009 430.806655812781 -0.54219087765047058 18025.577625592839 19072.465000000007 74.412059402897725 18992.588000000003 17703.298250000003 17923.20114583334 20671.803783363215 -0.77243990499604276 126.75441879148497 17717.068750000002 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=2 4 9 -4 13 16 -6 8 -3 -1 17 -10 19 14 21 27 20 -11 28 -13 -5 -2 -16 -24 -25 -17 -20 -7 -8 -12 right_child=1 7 3 5 6 15 18 -9 11 10 29 12 -14 -15 22 25 -18 -19 26 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-66.934786802599405 2.5619697522479692 12.584750445099781 -49.453983427452258 -8.5152905905223459 -8.1696128264440624 0.02938511088839732 6.2201314395990632 77.354142212423184 8.0000356058833866 -1.8585410268820124 -21.429747409601624 2.4272899975748441 9.0212294875455701 35.604255232527215 5.7509214578062533 -2.1406948025820021 -0.690941468140154 -8.1913917941350523 -4.3525010357872818 -4.168344963295822 -2.0838553063861038 -1.3428481840946915 13.185492772012658 -0.48767272686338403 6.8336036952541326 1.8795090089025326 0.061797546184825476 6.8704398160458373 0.57912203101179327 -0.83322062094965077 leaf_weight=17412 1865 9499 5280 2180 1093 373 282 17596 1286 1538 5700 333 248 1415 1934 1277 956 2888 547 586 542 600 1187 398 2985 999 325 2037 1002 110 leaf_count=17412 1865 9499 5280 2180 1093 373 282 17596 1286 1538 5700 333 248 1415 1934 1277 956 2888 547 586 542 600 1187 398 2985 999 325 2037 1002 110 internal_value=0.000118618 0.0145522 -0.0149753 -0.00829669 0.00731901 -0.00183166 -0.00558326 0.0178895 0.0150569 -0.0182711 -0.0156155 0.00788422 0.000771208 0.0113559 0.0100814 0.00493385 -0.0104513 -0.0109535 -0.000371058 -0.00424374 -0.0134019 0.00385396 0.0124416 0.0107221 0.00867278 0.000175747 -0.00807339 0.00942739 0.00485981 -0.019167 internal_weight=84473 43181 41292 13644 13633 8364 3249 29548 11952 27648 10236 2453 1167 10384 8969 4686 3678 4426 2156 919 2722 2465 6504 4570 3383 2276 872 2410 1284 5810 internal_count=84473 43181 41292 13644 13633 8364 3249 29548 11952 27648 10236 2453 1167 10384 8969 4686 3678 4426 2156 919 2722 2465 6504 4570 3383 2276 872 2410 1284 5810 is_linear=0 shrinkage=0.04 Tree=26 num_leaves=31 num_cat=0 split_feature=28 28 9 28 0 10 28 30 28 27 13 30 28 30 23 9 0 28 1 30 0 0 0 1 33 31 20 24 28 18 split_gain=11223 726.131 859.288 417.968 308.927 281.463 179.757 94.7227 86.6514 57.4766 47.2283 44.4389 41.0193 38.5972 60.6397 38.7949 35.4531 60.567 54.1182 34.6416 40.1752 34.1212 32.4699 31.5267 30.1769 26.933 24.9298 24.1702 23.019 22.7755 threshold=18989.589962288057 16045.702458100843 0.78656609248549325 20856.488996138669 19.500000000000004 0.78656609248549303 18263.59444859147 146.15025406033249 19557.836313089425 -81.052250000002445 -0.83377653105606597 396.59994962553634 18437.868605845921 81.756621987701905 773.96650000000056 0.60355339059327384 19.500000000000004 21695.761703739918 1.5000000000000002 82.870358415938654 20.500000000000004 6.5000000000000009 18.500000000000004 2.5000000000000004 17717.068750000002 20956.367174479172 21458.953750000004 -480.34399999999999 19133.008352018198 24009.779000000002 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 -1 5 4 9 6 19 -4 11 13 -10 28 21 -2 15 -15 -5 18 -18 -3 26 -9 -8 -12 -7 -25 -21 -11 -6 -20 right_child=3 2 7 16 8 24 22 12 10 27 23 -13 -14 14 -16 -17 17 -19 29 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-66.581614080495498 5.858562603650789 -6.9505083063474737 -3.0987569236186392 65.149351523926313 -4.1951488209924719 -21.147608139885996 0.47166192301199772 3.5236488419630043 -2.8595022963334489 5.6572530611634289 3.8300974823277647 -5.987646396247146 15.536226381473243 4.7268658989193497 14.939930447926526 -2.3572074965347567 9.99395114122599 46.270249961426309 -1.1815957051183796 -6.9554858240758772 -21.343146058698039 -0.13943777298482019 -4.7363274998919227 -1.8190424196953245 -0.48257429594275891 4.1237466706125998 -1.5826647403798415 11.631448776347098 0.95179497479286512 12.874899661597301 leaf_weight=20313 2063 2773 722 18915 153 7861 2454 2744 374 960 1856 642 808 3016 1038 384 732 2012 510 2831 580 1236 551 414 164 145 919 6719 509 75 leaf_count=20313 2063 2773 722 18915 153 7861 2454 2744 374 960 1856 642 808 3016 1038 384 732 2012 510 2831 580 1236 551 414 164 145 919 6719 509 75 internal_value=9.58886e-05 -0.0139021 -0.00913674 0.015282 0.0107995 -0.0133403 -0.00889988 0.00469691 0.00111898 0.0135938 0.0050986 -0.00739264 0.0067335 0.010826 0.00872465 0.00614118 0.0189642 0.0151577 0.00848899 -0.0123694 -0.0101339 0.00506533 -0.000698835 0.007147 -0.0189333 -0.00118068 -0.00861867 0.015937 -0.000120846 -0.000581197 internal_weight=84473 43956 23643 40517 18273 18133 10108 5510 4093 14180 2789 1304 4788 6501 4438 3400 22244 3329 1317 7103 4330 3980 3005 2415 8025 559 3750 7679 662 585 internal_count=84473 43956 23643 40517 18273 18133 10108 5510 4093 14180 2789 1304 4788 6501 4438 3400 22244 3329 1317 7103 4330 3980 3005 2415 8025 559 3750 7679 662 585 is_linear=0 shrinkage=0.04 Tree=27 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 30 28 0 28 9 28 28 23 0 14 0 33 1 30 16 30 2 15 28 30 16 0 32 25 30 split_gain=10943.6 673.427 551.921 514.952 437.714 298.238 127.077 92.2388 90.4859 82.7371 86.8189 81.6628 123.967 70.8794 83.614 56.8459 56.2147 45.3313 41.8006 39.9271 42.9218 39.4543 29.2718 29.0398 26.4423 43.2623 27.8227 26.3849 26.3131 23.8764 threshold=18624.035337093061 20146.009564449512 120.82000000000245 15884.584950879182 20.500000000000004 225.0276895985867 21512.492539524192 19.500000000000004 19207.61960827572 0.91597561503675362 19244.76989014084 16282.300515176774 -505.26100000000127 21.500000000000004 -0.49812626372919411 6.5000000000000009 14794.670000000002 1.5000000000000002 454.25640810599197 19950.980750000006 76.597929307631333 4.5000000000000009 19218.727500000005 17887.884427338144 66.029477586038738 19980.486750000004 13.500000000000002 1954.4850083213776 -1332.8919999999987 124.12121207837291 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=2 4 11 -4 9 16 7 24 28 10 22 -1 -13 14 -9 -7 23 -16 -10 -12 -21 -14 -2 -5 -3 -26 29 -22 -6 -27 right_child=1 6 3 5 8 15 -8 13 18 -11 19 12 21 -15 17 -17 -18 -19 -20 20 27 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-65.861708892275644 2.2504198968897984 8.6536895984286097 -47.977176080501813 -8.6476164339193939 1.3098810882207181 5.2423892916326444 74.498221212969227 7.0994608675387285 0.9305990070942789 33.247445248592413 7.5066443232500024 -20.921366880328133 -2.2042742182451911 8.4254493715114958 2.4742219427583043 -0.010562959348753793 -0.80664477602127593 -4.0380488218218673 -2.5437471825995455 4.78844213577504 -3.7687546957963058 -7.3234663470950911 -1.8945736478235631 -2.7442887986190909 27.03255343766148 6.6732324992309442 12.357742122773635 2.523856658308214 -8.3066433981931187 3.3017470592015887 leaf_weight=16263 2935 3007 4851 2196 77 2440 16932 745 965 1493 4800 6435 1964 668 486 2235 1001 597 724 490 206 2921 533 653 2244 909 2596 1032 1043 1032 leaf_count=16263 2935 3007 4851 2196 77 2440 16932 745 965 1493 4800 6435 1964 668 486 2235 1001 597 724 490 206 2921 533 653 2244 909 2596 1032 1043 1032 internal_value=4.3801e-05 0.014012 -0.0147958 -0.00812799 0.00689887 -0.00220762 0.0174932 0.014396 -0.00725525 0.0103595 0.00904762 -0.0180292 -0.0154205 0.00753205 0.00345733 0.00458182 -0.0104519 -0.00363804 -0.00140912 0.0117647 0.00655093 -0.0106162 0.0039331 -0.013317 0.0161463 0.0147618 0.0125149 0.00258481 -0.0160714 0.00889232 internal_weight=84473 43514 40959 13376 14298 8525 29216 12284 2809 11489 9996 27583 11320 2496 1828 4675 3850 1083 1689 6528 1728 4885 3468 2849 9788 6781 4537 1238 1120 1941 internal_count=84473 43514 40959 13376 14298 8525 29216 12284 2809 11489 9996 27583 11320 2496 1828 4675 3850 1083 1689 6528 1728 4885 3468 2849 9788 6781 4537 1238 1120 1941 is_linear=0 shrinkage=0.04 Tree=28 num_leaves=31 num_cat=0 split_feature=28 28 10 28 30 0 28 9 30 28 27 1 0 33 23 30 30 0 9 14 31 30 9 28 10 30 24 28 35 28 split_gain=10711.7 773.977 800.916 392.745 351.543 290.415 117.273 84.5428 80.5372 71.3152 63.4412 57.9616 62.6987 54.0346 51.0674 54.2872 48.2463 43.9674 43.7419 42.6211 36.401 35.0893 36.1826 58.8611 34.1381 47.1838 33.251 24.2852 23.3254 21.8714 threshold=19063.695817483098 16126.847103462742 0.60355339059327384 21251.475570951388 247.77089641851128 19.500000000000004 18437.868605845921 0.60355339059327384 86.03706116289051 19896.094763075733 -263.12799999999964 1.5000000000000002 21.500000000000004 14629.025000000003 660.50549999999851 83.90661036950543 430.806655812781 6.5000000000000009 0.60355339059327384 -0.54219087765047058 21515.349296875003 366.63986074815097 0.91597561503675362 15528.768834958275 -0.78656609248549325 97.225629048804137 -629.81149999999968 18263.59444859147 18069.925290922623 17887.884427338144 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 21 4 5 6 10 8 20 -3 16 14 -11 19 28 15 -2 -7 -10 -17 -13 -4 -1 -23 -24 25 -12 -9 -15 29 -6 right_child=3 2 7 -5 13 9 -8 26 17 11 24 12 -14 27 -16 18 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-61.294715568183165 5.4640297129357354 -6.4308713749312298 -19.733523176862583 64.045518926950464 -2.4893462274834746 0.37695545637863687 0.26063720384423505 -3.9563428806450975 0.26973166034353196 6.2257190457548131 6.1943251765818426 1.4745841221463343 6.3800599783225334 3.499097233053253 12.798383461361009 4.0989914320211396 -3.5580010605118879 -5.3541050485835875 -3.0864604250191769 -4.5283208083193314 -4.5439535604977577 -62.050847332591509 -30.815758163350473 3.5407911807055643 12.18211500023186 4.4197594353678866 0.81488525520559052 16.298761750780688 3.3119949562013788 2.5289443137531635 leaf_weight=19438 1262 2484 7874 18924 953 1134 2173 461 943 1457 2106 399 303 1934 1432 2393 762 3038 369 556 960 756 440 345 7365 1389 389 917 690 827 leaf_count=19438 1262 2484 7874 18924 953 1134 2173 461 943 1457 2106 399 303 1934 1432 2393 762 3038 369 556 960 756 440 345 7365 1389 389 917 690 827 internal_value=1.82307e-05 -0.0134427 -0.00848031 0.0150907 -0.00234831 0.0113146 -0.0073304 -0.0173193 -0.0100325 0.00245066 0.0138196 0.00660773 0.000317965 0.00573952 0.0103006 0.00799205 -0.00350211 -0.0065059 0.00485156 -0.00471204 -0.0184786 -0.0190352 -0.0132252 -0.00721019 0.0155875 0.0123319 -0.00527059 0.00949141 0.00140891 -0.00101124 internal_weight=84473 44622 23643 39851 13959 20927 8638 9684 6465 4611 16316 2715 1258 5321 5456 4024 1896 3981 2762 955 8834 20979 1541 785 10860 3495 850 2851 2470 1780 internal_count=84473 44622 23643 39851 13959 20927 8638 9684 6465 4611 16316 2715 1258 5321 5456 4024 1896 3981 2762 955 8834 20979 1541 785 10860 3495 850 2851 2470 1780 is_linear=0 shrinkage=0.04 Tree=29 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 30 28 0 9 28 10 0 14 28 28 33 2 0 1 30 15 30 23 27 35 30 15 25 9 1 split_gain=10376.1 666.641 562.64 500.996 384.264 266.651 170.678 128.772 91.0588 86.592 134.877 80.5293 94.5913 70.0967 69.8232 58.263 53.5117 53.0912 49.5681 40.8555 40.4144 37.002 53.9816 38.9329 31.0382 31.6485 28.3407 27.2028 25.6615 25.4822 threshold=18624.035337093061 20051.580289639111 115.53375000000052 15884.584950879182 20.500000000000004 225.0276895985867 21695.761703739918 19.500000000000004 0.91597561503675362 16164.757385388108 0.78656609248549303 21.500000000000004 -0.43733099657705293 19244.76989014084 19170.71226787673 14177.822500000002 4.5000000000000009 5.5000000000000009 1.0000000180025095e-35 430.806655812781 19950.900500000003 68.153762137691203 838.7212499999988 -263.12799999999964 17635.540779017861 320.20167226405954 19072.465000000007 -1332.8919999999987 -0.78656609248549303 1.5000000000000002 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=2 4 9 -4 8 15 7 21 13 -1 16 12 29 26 27 -5 -11 -7 -14 -16 -15 -3 23 -23 -19 -26 -2 -6 -18 -9 right_child=1 6 3 5 14 17 -8 11 -10 10 -12 -13 18 20 19 -17 28 24 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-63.214690195107252 2.519466677351593 7.8484274877029385 -43.879737914554426 -7.1932840667062559 1.6948926535594364 6.3684462746736248 74.392682544872514 11.175482501414663 31.170173261179297 -1.5794769658906445 -19.16043425374577 7.3009862454754328 5.5394063726805323 6.4971590590209232 0.93727297549063227 -1.4984609764313792 -4.1205772433939272 -1.3199950495087251 -2.7758928238661613 -2.2949691179257936 1.667300304780365 4.1182409322394964 29.64349720210652 11.745767261441797 -0.90687094011402225 3.7543777598846648 -0.6198539363752934 -7.496704137934139 -8.5845876145439988 1.3462686188347288 leaf_weight=15536 2304 3678 4922 2375 70 1131 15604 493 1430 1781 6887 786 281 4725 783 1533 923 1342 1013 813 1029 2248 2122 3581 646 1563 1164 984 2320 406 leaf_count=15536 2304 3678 4922 2375 70 1131 15604 493 1430 1781 6887 786 281 4725 783 1533 923 1342 1013 813 1029 2248 2122 3581 646 1563 1164 984 2320 406 internal_value=-4.14334e-05 0.0135598 -0.0144911 -0.00780935 0.00609833 -0.00197905 0.016845 0.0137377 0.0094893 -0.0177804 -0.0152145 0.00631756 0.0023803 0.00803296 -0.00753208 -0.00969294 -0.0102309 0.00445963 -0.00454405 -0.00225564 0.0107404 0.0156385 0.0141039 0.0121153 0.00205576 0.00497057 0.00354095 -0.0155218 -0.0132902 0.0123471 internal_weight=84473 43514 40959 13512 13302 8590 30212 14608 10652 27447 11911 2979 2193 9222 2650 3908 5024 4682 1294 1596 5754 11629 7951 5829 3551 2209 3468 1054 3243 899 internal_count=84473 43514 40959 13512 13302 8590 30212 14608 10652 27447 11911 2979 2193 9222 2650 3908 5024 4682 1294 1596 5754 11629 7951 5829 3551 2209 3468 1054 3243 899 is_linear=0 shrinkage=0.04 Tree=30 num_leaves=31 num_cat=0 split_feature=28 28 10 28 30 0 28 31 30 1 18 23 30 0 33 0 28 32 30 30 24 28 9 11 24 2 13 20 30 28 split_gain=10110.9 791.481 841.282 410.753 359.649 321.556 107.891 92.061 87.8054 82.1547 76.9619 71.6766 97.9981 63.7261 57.0733 55.0738 53.8969 47.7365 45.603 44.5361 35.625 45.1718 32.8947 28.446 26.3151 24.1082 23.708 25.4994 23.6077 23.2637 threshold=19063.695817483098 15884.584950879182 0.60355339059327384 21604.701527638896 236.99294085646883 19.500000000000004 18437.868605845921 21515.349296875003 86.03706116289051 1.5000000000000002 23748.263000000003 988.43500000000142 70.140424669563117 14.500000000000002 14629.025000000003 6.5000000000000009 19896.094763075733 2301.8467395708085 137.61628277131447 344.46933688805467 -1542.3362499999992 17509.054711704888 0.60355339059327384 -0.8783796973249266 -586.86950000000058 1.0000000180025095e-35 -0.814291907305839 22404.735000000004 114.38058721597183 19488.847939490683 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 -1 4 5 6 11 8 22 -3 16 18 12 29 17 25 -10 19 28 -11 -7 -9 -22 -4 -16 -24 -6 -18 -28 -14 -2 right_child=3 2 7 -5 14 9 -8 20 15 10 -12 -13 13 -15 23 -17 26 -19 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-60.407606493552962 3.1080713649075187 -6.1369172528050333 -19.027656339065434 68.73779555557762 4.7610319337013065 4.4349589880060378 0.15688448351058468 -4.934575533242751 0.39984419841362978 2.1388249229018403 4.7658600913033302 26.756695837940498 3.6471520621423408 10.100823891604232 0.64890706808160759 -5.3460832984438458 0.27748841072381764 7.1772460320220857 -2.7576411892235049 -1.5342329569671711 -3.0073247321632515 2.6278599290941931 -4.7645851272764776 7.6746255138528072 -0.029525371631170857 -0.50120890240832527 7.098792368812501 -1.917732070501952 0.62084185349551269 6.8182464561042435 leaf_weight=18981 705 2718 8705 16268 687 380 2112 701 1061 295 354 3257 874 4611 661 3181 280 2565 1769 581 287 322 398 2399 263 2146 1362 92 1811 4647 leaf_count=18981 705 2718 8705 16268 687 380 2112 701 1061 295 354 3257 874 4611 661 3181 280 2565 1769 581 287 322 398 2399 263 2146 1362 92 1811 4647 internal_value=-3.4804e-05 -0.0131128 -0.00852931 0.0146089 -0.00240962 0.0112361 -0.00740741 -0.0171075 -0.00981034 0.00235869 -0.00299421 0.0136936 0.0125406 0.0101754 0.00528424 -0.00621405 0.00716141 0.0071619 -0.00594961 -0.000437045 -0.00717557 -9.85222e-05 -0.0184967 0.0090719 -0.0098941 0.00119308 0.0113725 0.013425 0.00343389 0.0168984 internal_weight=84473 44622 25641 39851 14965 23583 9072 10676 6960 5113 2418 18470 15213 9861 5893 4242 2695 5250 2064 961 1310 609 9366 3060 661 2833 1734 1454 2685 5352 internal_count=84473 44622 25641 39851 14965 23583 9072 10676 6960 5113 2418 18470 15213 9861 5893 4242 2695 5250 2064 961 1310 609 9366 3060 661 2833 1734 1454 2685 5352 is_linear=0 shrinkage=0.04 Tree=31 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 0 28 0 28 9 0 14 28 28 23 30 1 20 30 30 2 30 30 16 28 30 16 18 35 9 split_gain=9842.09 684.344 564.465 526.635 378.597 280.128 145.769 131.977 106.107 91.7118 85.1384 83.9723 83.7079 78.5853 132.503 59.3067 48.8208 48.0394 46.4043 43.3446 36.218 35.8206 32.1172 50.705 50.3581 30.7586 32.6696 28.4282 26.8872 25.9993 threshold=18577.082601147398 20378.147100621853 69.283999999998755 15687.510993849219 19.500000000000004 7.5000000000000009 21838.472043489073 19.500000000000004 19281.917960866547 0.91597561503675362 21.500000000000004 -0.49812626372919411 19244.76989014084 15963.070109537932 -505.26100000000127 107.3178035983771 1.0000000180025095e-35 21201.630000000005 340.95608111853102 472.39746119713465 4.5000000000000009 188.46219366093661 70.140424669563117 20503.55875 20966.029919703706 38.02301402264721 19750.481250000008 17533.752500000006 17409.783268601193 -0.78656609248549303 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=2 4 13 -4 9 21 7 22 18 12 11 -9 -2 -1 -15 -7 -13 -17 -6 -10 -16 -5 -3 -24 -25 -14 -27 -28 -23 -22 right_child=1 6 3 5 8 15 -8 10 19 -11 -12 16 25 14 20 17 -18 -19 -20 -21 29 28 23 24 -26 26 27 -29 -30 -31 leaf_value=-62.556224108810859 1.5151967578586483 8.0174675559624298 -46.549059003089354 -0.92293286524378348 -0.73679897291236562 -6.5403892405268564 72.537502483354473 6.0585802669188711 1.3272971189054079 30.757306934368682 8.7617735389551665 5.2394560577135421 4.4694134791038236 -19.046602942603496 -2.2620250368973212 -5.8336550567933596 -2.6209385932083387 0.19989579435685301 -6.8607906835842734 -1.8774734048913524 -3.776900142713421 -0.24826701073601726 19.673049358354476 2.3198712665423957 11.10768608625076 8.1628522465039719 -3.2919645011087413 4.2810723349620821 4.0169313948352645 -7.929394527813856 leaf_weight=13859 3472 3382 4926 815 486 1952 14608 613 1771 1748 554 287 1065 7241 2114 1939 986 1253 1052 720 775 691 2791 1172 2499 3532 193 2916 2971 2090 leaf_count=13859 3472 3382 4926 815 486 1952 14608 613 1771 1748 554 287 1065 7241 2114 1939 986 1253 1052 720 775 691 2791 1172 2499 3532 193 2916 2971 2090 internal_value=-7.93153e-05 0.0130632 -0.0142638 -0.00795078 0.00676968 -0.00250494 0.0170311 0.0138196 -0.00393646 0.0101068 0.0054918 0.00144221 0.00877438 -0.0177852 -0.0154468 -0.00887247 -0.00441477 -0.00551378 -0.0121977 0.00116419 -0.0104238 0.00481126 0.0158838 0.0142309 0.0111414 0.0110978 0.0100858 0.00709553 0.00649918 -0.0133543 internal_weight=84473 43847 40626 14547 16955 9621 26892 12284 4029 12926 2440 1886 11178 26079 12220 5144 1273 3192 1538 2491 4979 4477 9844 6462 3671 7706 6641 3109 3662 2865 internal_count=84473 43847 40626 14547 16955 9621 26892 12284 4029 12926 2440 1886 11178 26079 12220 5144 1273 3192 1538 2491 4979 4477 9844 6462 3671 7706 6641 3109 3662 2865 is_linear=0 shrinkage=0.04 Tree=32 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 10 28 0 28 9 28 30 28 0 1 30 34 27 30 30 15 0 30 30 27 14 30 35 20 30 split_gain=9591.12 635.491 585.563 802.348 327.046 202.239 116.521 130.908 115.274 86.9325 81.4032 80.9494 72.5859 71.423 57.6641 54.9604 51.4101 44.7196 43.4535 39.6487 39.1231 36.3007 35.9117 33.5053 29.8231 27.7792 27.1539 25.8265 32.1989 25.6249 threshold=18670.14370670083 20653.040901897457 15687.510993849219 0.78656609248549325 19.500000000000004 0.78656609248549303 21886.23163247895 19.500000000000004 19317.323617331283 0.78656609248549325 17509.054711704888 128.0182370224644 19281.917960866547 21.500000000000004 1.5000000000000002 65.059847530345579 24080.288750000003 24.804499999998374 472.39746119713465 340.95608111853102 20639.272000000004 21.500000000000004 160.17879296834562 80.74372426198012 -47.723999999999243 -0.21022037796396451 137.61628277131447 17443.326346726193 21044.629500000006 80.74372426198012 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=2 4 -1 5 9 10 7 -3 19 12 23 -5 -2 14 25 -14 -7 -12 -10 -6 24 -20 -11 -4 -17 -9 -16 -13 -29 -18 right_child=1 6 3 11 8 16 -8 13 18 22 17 27 15 -15 26 20 29 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-60.197491742532513 1.4612431301315518 10.779330852160493 -6.4811168522325175 -2.9370978675657535 -0.60985891666241521 -20.390950114788431 70.934674259020255 10.540816801608017 1.7983426324889298 0.57554223007027761 -4.495395276980271 -0.35925547316306622 4.7480843418457521 9.655105566220664 2.4390107469758369 4.2345135246675634 0.73235344150962189 -0.09429287729624776 -6.0002747113745141 -6.2330896339421455 -1.5115200458350593 0.14992195337857994 24.376752157489101 -7.129681065442492 8.0645480898707316 0.41980367690863207 -4.0400968755252693 3.7641412719430081 -0.35188474422553556 -4.9604792182454549 leaf_weight=17316 3024 8017 2385 729 464 7496 14276 353 2096 231 2341 963 2614 392 109 3017 190 1521 297 961 345 562 2610 3318 2724 433 656 3338 749 946 leaf_count=17316 3024 8017 2385 729 464 7496 14276 353 2096 231 2341 963 2614 392 109 3017 190 1521 297 961 345 562 2610 3318 2724 433 656 3338 749 946 internal_value=-8.97328e-05 0.0130905 -0.0138729 -0.00982482 0.00760201 -0.0139485 0.0173808 0.0140602 -0.00198174 0.010484 -0.0099425 0.00315972 0.00896281 0.00474524 0.000889749 0.0108184 -0.0183874 -0.00545831 0.00252453 -0.0113263 0.0087348 -0.00505239 0.0167617 -0.0129791 0.00952099 0.00849873 -0.0069281 0.00495842 0.00634695 -0.0104577 internal_weight=84473 43181 41292 23976 18945 18197 24236 9960 4380 14565 9565 5779 11724 1943 1551 8700 8632 3862 2955 1425 6086 859 2841 5703 5741 786 765 5050 4087 1136 internal_count=84473 43181 41292 23976 18945 18197 24236 9960 4380 14565 9565 5779 11724 1943 1551 8700 8632 3862 2955 1425 6086 859 2841 5703 5741 786 765 5050 4087 1136 is_linear=0 shrinkage=0.04 Tree=33 num_leaves=31 num_cat=0 split_feature=28 28 10 28 30 0 31 28 30 1 23 30 18 27 28 35 0 30 30 24 30 10 9 32 11 0 28 28 9 24 split_gain=9351.26 764.331 773.953 454.254 320.219 319.825 109.73 87.3995 84.3088 79.5329 79.3818 110.918 70.6126 68.9738 52.9329 49.2977 46.638 45.4011 40.6528 38.3582 36.9638 35.8746 31.731 29.1293 30.8242 43.3452 29.0337 28.4601 100.877 25.8349 threshold=19027.71006384405 15803.620355005065 0.60355339059327384 21747.295687369198 253.19305877407245 19.500000000000004 21211.594093750002 17977.317152402316 96.087956466311809 1.5000000000000002 988.43500000000142 70.140424669563117 23748.263000000003 -64.586250000003915 19928.995932459988 17919.34772247024 6.5000000000000009 344.46933688805467 139.0722578339701 -681.19874999999945 359.26101851666823 -0.78656609248549325 0.60355339059327384 2335.3420713138275 -0.8783796973249266 13.500000000000002 19488.847939490683 15528.768834958275 0.91597561503675362 -432.31849999999935 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 27 4 5 7 10 22 8 -3 14 11 26 18 23 17 -6 -10 -7 -11 -8 -17 -15 -4 24 -13 -26 -2 -1 -29 -23 right_child=3 2 6 -5 15 9 19 -9 16 12 -12 13 -14 21 -16 20 -18 -19 -20 -21 -22 29 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-61.570216099757161 2.5076776023759884 -5.9742301498661252 -17.714151934556067 64.197330257409419 0.41948882096578016 4.0889888919450463 -3.3698858559251677 -0.69342924429583952 0.31828105007902197 1.7260442357341526 24.253733056567654 -3.1827080076846324 3.9709454682258367 4.9828209075860652 5.1139149892211568 1.2469753063181999 -5.2255309404396391 -1.4506699297604793 -2.8217701649740046 1.6971524256034172 8.4700759709956763 4.1759483188398008 -2.6646734103374183 5.8651563931997952 0.65239666721703549 6.9567533385459681 6.1626756908708193 -20.019395301665064 1.6622537868763174 11.575907611585135 leaf_weight=15984 762 2656 8570 15272 2293 415 1538 3257 1090 305 3432 246 379 1454 1796 1303 2525 637 1863 227 1922 519 593 2096 1890 1215 4922 1940 391 2981 leaf_count=15984 762 2656 8570 15272 2293 415 1538 3257 1090 305 3432 246 379 1454 1796 1303 2525 637 1863 227 1922 519 593 2096 1890 1215 4922 1940 391 2981 internal_value=-9.77827e-05 -0.0127747 -0.00836221 0.0138742 -0.00247773 0.0105443 -0.0164641 -0.00691856 -0.00967948 0.001924 0.0129272 0.0117488 -0.00321162 0.00929334 0.00651685 0.00519029 -0.00570401 -0.000608365 -0.00599631 -0.00733144 0.00837829 0.0127089 -0.0182233 0.00618689 0.00387347 0.0049533 0.0162421 -0.0190325 -0.0149035 0.0149029 internal_weight=84473 44289 25974 40184 15046 24912 10928 9528 6271 5395 19517 16085 2547 10401 2848 5518 3615 1052 2168 1765 3225 4954 9163 5447 3351 3105 5684 18315 2331 3500 internal_count=84473 44289 25974 40184 15046 24912 10928 9528 6271 5395 19517 16085 2547 10401 2848 5518 3615 1052 2168 1765 3225 4954 9163 5447 3351 3105 5684 18315 2331 3500 is_linear=0 shrinkage=0.04 Tree=34 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 0 28 0 9 0 14 30 31 10 28 29 33 1 28 23 30 30 23 0 1 2 15 30 30 0 split_gain=9134.35 716.117 539.082 482.836 333.606 248.162 218.504 173.501 96.7567 95.4945 97.586 86.3058 86.0294 65.9622 63.7413 60.4917 54.7147 50.999 49.2509 48.0387 46.5616 46.207 67.9571 44.2285 34.4861 34.0966 33.022 30.8179 30.6226 28.6776 threshold=18483.547152091658 20113.359122440077 49.247499999999498 15528.768834958275 19.500000000000004 7.5000000000000009 22048.047138046055 19.500000000000004 0.91597561503675362 21.500000000000004 -0.49812626372919411 344.46933688805467 20754.138080729168 0.25881904510252057 19281.917960866547 20377.112496831807 13717.584250000002 1.0000000180025095e-35 15687.510993849219 -456.25699999999955 220.19846815933616 61.817226721143605 817.79799999999989 14.500000000000002 1.5000000000000002 4.5000000000000009 20041.914000000001 111.91953627255184 61.817226721143605 5.5000000000000009 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=2 4 12 -4 8 20 7 21 14 10 -9 24 13 18 -2 -13 -7 -12 -1 -14 -5 -3 23 27 -6 -21 -16 -23 -20 -22 right_child=1 6 3 5 11 16 -8 9 -10 -11 17 15 19 -15 26 -17 -18 -19 28 25 29 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-51.168423080766878 1.2429757759498898 6.9803782182782017 -45.568439973694694 -1.0231924737128066 3.6455623311511589 -7.3967815618634631 69.746663609613094 5.5503830674307393 24.902645357555304 6.7994835455274734 3.9042552717724903 -5.7069037798467619 -6.0795270073038408 -33.430480119724017 5.2428314814795156 -0.27378286592909717 -1.8935082054704253 -2.8152578989106405 -5.239761018728168 -0.022141267381521175 5.2496295616834692 5.7736566391156519 26.373574514123174 10.989049315124285 -1.0476908664094662 -5.3516207321356344 0.80218386828244548 3.6021754705216154 -5.924504133362352 1.6036637726784102 leaf_weight=1427 4043 3702 4697 1216 689 2889 13280 838 1641 778 380 1438 1413 18661 4863 847 2477 1277 850 837 1272 1434 2403 3401 656 269 788 2055 1739 2213 leaf_count=1427 4043 3702 4697 1216 689 2889 13280 838 1641 778 380 1438 1413 18661 4863 847 2477 1277 850 837 1272 1434 2403 3401 656 269 788 2055 1739 2213 internal_value=-0.000157447 0.0123052 -0.01404 -0.00797074 0.00517608 -0.0030297 0.0159158 0.012808 0.0085558 0.00457684 0.000761523 -0.00537741 -0.0175964 -0.0183754 0.00703528 -0.0101094 -0.00890794 -0.00486421 -0.0137251 -0.0105836 0.00368007 0.0148811 0.0133757 0.0113556 0.00266171 -0.00433996 0.0097788 0.00819146 -0.0104365 0.00603156 internal_weight=84473 44513 39960 14764 14965 10067 29548 16268 11335 3273 2495 3630 25196 22677 9694 2285 5366 1657 4016 2519 4701 12995 9293 6890 1345 1106 5651 3489 2589 3485 internal_count=84473 44513 39960 14764 14965 10067 29548 16268 11335 3273 2495 3630 25196 22677 9694 2285 5366 1657 4016 2519 4701 12995 9293 6890 1345 1106 5651 3489 2589 3485 is_linear=0 shrinkage=0.04 Tree=35 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 23 28 0 28 9 28 28 0 30 1 15 30 0 11 30 30 14 30 23 35 0 16 27 2 10 split_gain=8848.26 721.199 536.05 697.141 314.901 215.094 150.531 165.366 119.731 103.765 90.7036 86.3375 80.9444 68.0383 65.1386 48.0906 47.786 41.1761 40.0779 39.557 38.012 34.6976 29.8245 45.2705 28.9714 27.9134 25.6917 25.068 24.4681 24.051 threshold=18483.547152091658 20653.040901897457 15610.601003120735 0.78656609248549325 19.500000000000004 -589.67700000000139 22105.440169433143 19.500000000000004 19170.71226787673 0.91597561503675362 19281.917960866547 16731.727185866395 21.500000000000004 134.68884295200994 1.5000000000000002 20639.272000000004 479.12341686379733 19.500000000000004 -0.8783796973249266 340.95608111853102 32.613747279488017 -0.10837475778693638 70.140424669563117 -38.018749999997446 18782.237669270839 6.5000000000000009 20371.039750000007 -712.1130000000029 1.0000000180025095e-35 -0.78656609248549325 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=2 4 -1 5 9 -4 7 22 19 10 26 -7 14 -5 21 20 -10 18 -13 -6 -12 -9 -3 -24 -18 28 -2 -22 -15 -20 right_child=1 6 3 13 8 11 -8 12 16 -11 15 17 -14 25 -16 -17 24 -19 29 -21 27 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-55.728866891757065 1.4516760892380263 7.8758701389394989 -17.856295804863329 -2.541230315837165 -0.57341136967748751 -8.0271467800161922 68.275738471478547 8.9782551453767514 1.3441109364175645 26.589080690665725 3.8922130548566929 -4.2678809455921876 8.7543497258865681 6.5592088414877798 -3.0593934238945804 -0.93887018220295437 -3.7619021346008958 -10.036429134673091 -3.3134479771493353 -6.1077954855186549 2.5973205231451719 -0.054540776548674334 4.2031823299570537 15.444456748161393 0.69967538109500316 -0.14267737840636982 -3.8695399505222303 6.1076898025075206 2.079488562260376 0.073613906049140504 leaf_weight=16650 3913 3087 7582 850 442 3842 12948 449 2391 2046 1142 2271 419 510 872 403 560 965 1077 1032 1329 472 1603 4386 336 1451 130 6553 2871 1891 leaf_count=16650 3913 3087 7582 850 442 3842 12948 449 2391 2046 1142 2271 419 510 872 403 560 965 1077 1032 1329 472 1603 4386 336 1451 130 6553 2871 1891 internal_value=-0.000141347 0.0121245 -0.0138048 -0.00988932 0.00655817 -0.0138167 0.0167816 0.0134054 -0.00244066 0.00931941 0.00804454 -0.0099781 0.00359855 0.00229497 -0.00010039 0.0101941 0.00180712 -0.00705996 -0.00566139 -0.0119132 0.0107979 0.00731813 0.0157955 0.0141493 -0.00607143 0.00413079 0.0030324 0.00980969 0.00612245 -0.00260108 internal_weight=84473 44513 39960 23310 20277 17628 24236 11288 4761 15516 13470 10046 2212 5682 1793 9427 3287 6204 5239 1474 9024 921 9076 5989 896 4832 4043 7882 3381 2968 internal_count=84473 44513 39960 23310 20277 17628 24236 11288 4761 15516 13470 10046 2212 5682 1793 9427 3287 6204 5239 1474 9024 921 9076 5989 896 4832 4043 7882 3381 2968 is_linear=0 shrinkage=0.04 Tree=36 num_leaves=31 num_cat=0 split_feature=28 28 23 28 23 30 0 28 28 23 0 28 1 28 33 16 28 2 24 0 30 30 30 16 15 30 28 30 23 28 split_gain=8577.81 726.684 540.078 483.67 306.373 245.466 150.73 123.771 99.7131 153.309 94.2989 93.7182 83.9365 83.305 79.2206 77.0159 60.9463 51.5157 51.3523 50.7913 48.5105 41.883 32.3699 59.987 30.4583 29.2178 28.9288 28.7414 28.4504 30.7698 threshold=18483.547152091658 20720.547441036451 29.072499999998403 15411.036088599043 -213.63500000000019 250.60493373101357 19.500000000000004 22431.984273753962 15925.703460017006 -589.67700000000139 7.5000000000000009 19170.71226787673 1.5000000000000002 19244.76989014084 13781.648000000003 20371.039750000007 21792.943255774731 4.5000000000000009 -1390.3294999999996 5.5000000000000009 506.79399914501852 32.613747279488017 70.140424669563117 20887.856000000003 20639.272000000004 137.61628277131447 21082.664207816735 88.20997262289427 -181.43249999999895 17276.846697237805 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=2 4 8 -4 11 14 16 12 -1 -10 -6 15 -8 -12 -5 -2 22 28 -14 -7 -13 -15 -3 -24 -23 -20 -25 -16 29 -11 right_child=1 6 3 5 10 19 7 -9 9 17 13 20 18 21 27 -17 -18 -19 25 -21 -22 24 23 26 -26 -27 -28 -29 -30 -31 leaf_value=-52.841482794057669 -0.41512466949963711 7.0476034103460554 -45.385099864129444 -7.2504182620338904 24.456601096808882 5.5349324533604527 5.5316609058664472 38.036674824222068 -15.911033385850315 -3.2915540446055092 1.0425656518907636 1.4807833194344131 3.0600026928892476 3.807146770637337 -3.6593835396022771 -6.1196647434790794 62.995060495119397 -6.0146935839304936 2.0543132548414724 0.68270853239795548 -2.267498744973782 5.9042851396928748 16.157471759942855 -0.0089998295551049524 0.16499412893070259 -7.0199791050430216 7.2497307497748986 -0.80101867287947248 0.34146730717322499 -0.040771854450285902 leaf_weight=13050 1233 2385 4562 2784 2219 1148 1301 1214 6728 870 3031 3714 317 1177 901 905 13037 2715 108 3489 706 7352 2341 499 604 653 1717 2414 798 501 leaf_count=13050 1233 2385 4562 2784 2219 1148 1301 1214 6728 870 3031 3714 317 1177 901 905 13037 2715 108 3489 706 7352 2341 499 604 653 1717 2414 798 501 internal_value=-0.0001726 0.0119044 -0.0136256 -0.00772127 0.00648202 -0.00308495 0.0167215 0.00917896 -0.0172881 -0.0145918 0.00974901 -0.000683135 0.00387558 0.00836567 -0.00835875 -0.00755847 0.018078 -0.00919738 -0.00437848 0.00385163 0.00264253 0.0102726 0.0150504 0.0130744 0.00923077 -0.0100131 0.0083574 -0.004181 -0.0046012 -0.00809628 internal_weight=84473 44513 39960 15298 20941 10736 23572 3593 24662 11612 14383 6558 2379 12164 6099 2138 19979 4884 1078 4637 4420 9133 6942 4557 7956 761 2216 3315 2169 1371 internal_count=84473 44513 39960 15298 20941 10736 23572 3593 24662 11612 14383 6558 2379 12164 6099 2138 19979 4884 1078 4637 4420 9133 6942 4557 7956 761 2216 3315 2169 1371 is_linear=0 shrinkage=0.04 Tree=37 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 10 28 28 30 23 30 1 24 27 34 30 30 2 30 30 32 14 17 10 2 0 20 9 28 0 split_gain=8307.65 663.809 601.442 678.429 415.691 203.611 127.258 111.152 95.7593 81.6769 111.548 78.0995 80.507 72.2465 71.2693 69.361 64.7587 55.6046 47.3823 42.3251 37.2852 36.8659 38.5901 32.5003 32.3802 40.9047 30.7917 28.9863 111.687 28.1184 threshold=18624.035337093061 22048.047138046055 15647.322540668611 0.60355339059327384 19.500000000000004 0.60355339059327384 19317.323617331283 19390.206085185499 188.46219366093661 1202.8387499999974 66.029477586038738 1.5000000000000002 -2091.8885000000023 -81.052250000002445 23876.150000000005 75.435280979381417 561.02947301335178 4.5000000000000009 370.86425803107755 137.61628277131447 2331.0395593786047 -0.43733099657705293 23670.515000000003 -0.78656609248549325 4.5000000000000009 14.500000000000002 21552.087500000005 0.91597561503675362 15223.235745933016 6.5000000000000009 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=2 4 27 5 6 15 16 18 17 10 -8 21 -13 20 -7 -4 -2 -5 -6 -14 24 -9 -23 -15 25 -12 -17 -1 -29 -10 right_child=1 -3 3 8 7 14 9 11 29 -11 13 12 19 23 -16 26 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-51.107771101527213 1.3981739438377554 61.769859382482537 -4.7901106225540575 -0.20325044755227281 -0.35100526716298192 -16.398690188159819 5.2742654515882901 7.3477575471911409 3.6651827264516035 25.522183609198255 0.83424874076110433 2.8867743588438315 1.5608313672763325 5.0952261608323894 -2.983498477453177 -5.0019667947749262 22.097022120185429 -4.6720965452751262 -5.489364659138519 -3.3100604846567148 5.5962644491148241 0.53762310476246056 7.3439606597682721 10.216103301229159 -2.6948966116410156 8.6650080087314567 0.33276468727694009 -59.53923954389677 0.27595399180798269 0.21976854178035865 leaf_weight=13470 3947 13280 2367 1810 685 8111 5395 872 2949 2743 2085 531 284 1592 1364 3575 514 985 1005 1501 2513 1500 252 3746 327 742 1016 2931 582 1799 leaf_count=13470 3947 13280 2367 1810 685 8111 5395 872 2949 2743 2085 531 284 1592 1364 3575 514 985 1005 1501 2513 1500 252 3746 327 742 1016 2931 582 1799 internal_value=-0.000209061 0.0119612 -0.0131385 -0.00905906 0.00868691 -0.0136177 0.0111727 -0.000162896 0.000872332 0.0125905 0.011522 0.0028664 -0.00248705 0.00921218 -0.0174332 -0.00842196 0.00508855 -0.00500179 -0.00901775 -0.00655462 0.0060667 0.00759146 0.00424658 0.0125515 0.00317058 0.00454899 -0.00555435 -0.0188977 -0.0156618 0.00433024 internal_weight=84473 43514 40959 23976 30234 16433 23604 6630 7543 19143 16400 4940 2316 11005 9475 6958 4461 2795 1690 1785 5667 2624 1752 5338 3154 2827 4591 16983 3513 4748 internal_count=84473 43514 40959 23976 30234 16433 23604 6630 7543 19143 16400 4940 2316 11005 9475 6958 4461 2795 1690 1785 5667 2624 1752 5338 3154 2827 4591 16983 3513 4748 is_linear=0 shrinkage=0.04 Tree=38 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 23 28 0 28 30 9 29 0 30 28 16 0 11 30 16 11 28 30 0 30 15 0 30 27 0 split_gain=8057.67 713.849 560.888 670.09 280.536 224.592 186.869 158.227 113.174 105.667 85.4221 84.5965 80.5356 66.519 65.4011 60.2718 44.6427 40.6721 40.3647 60.9051 37.2316 34.1014 31.5631 31.5465 29.157 28.2529 27.5263 45.4404 27.2884 25.8937 threshold=18483.547152091658 20686.587893205284 15450.81939640217 0.78656609248549325 -111.41149999999833 -655.12250000000029 22224.078237921709 19.500000000000004 16731.727185866395 362.82841873165364 0.91597561503675362 20706.117948717514 21.500000000000004 136.19023188787352 19317.323617331283 21451.817500000008 20.500000000000004 -0.8783796973249266 70.140424669563117 20748.412500000002 -0.8783796973249266 21124.13733684097 32.613747279488017 21.500000000000004 72.281958624811693 20639.272000000004 20.500000000000004 499.11774944669639 -5.3299999999981074 6.5000000000000009 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=2 4 -1 5 9 -4 7 18 -7 17 14 -11 15 -5 -6 -9 20 -2 -3 -20 -10 -21 -16 -13 -19 -24 -17 -28 -22 -15 right_child=1 6 3 13 10 8 -8 12 16 11 -12 23 -14 29 22 26 -18 24 19 21 28 -23 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-53.192653263234241 -1.6419914590203553 7.023866092480457 -16.629044224796708 -2.5132396556520691 1.3103278927512292 -7.5754687118855148 63.29063557501533 4.5298361359140111 -3.7563496543574004 -3.9751624755976809 23.911417572492937 -2.8183913303905865 8.0167779482794863 2.8171075115521673 3.4634854409820401 -7.1917617810938097 -11.518316488065757 3.2577835342977779 18.735646026124741 1.4981796340127767 -3.1861263876107113 8.7400072905090198 5.7747911940531775 1.5650362991573639 1.5730291851294169 -0.21114087092886621 1.4881471549762499 -3.0469960578755129 0.11103917134831136 -0.15417564377268719 leaf_weight=15318 825 3171 7602 976 3085 4610 12284 598 2520 1918 2063 229 407 3561 1007 429 564 923 2487 777 1311 2932 6264 757 3118 420 494 325 1990 1508 leaf_count=15318 825 3171 7602 976 3085 4610 12284 598 2520 1918 2063 229 407 3561 1007 429 564 923 2487 777 1311 2932 6264 757 3118 420 494 325 1990 1508 internal_value=-0.000245522 0.0114596 -0.0132843 -0.00954793 0.00600417 -0.0133086 0.016163 0.0125267 -0.00965348 5.14801e-06 0.00963471 -0.00603306 0.00300932 0.00202151 0.00820713 -0.000541712 -0.00620517 0.00360871 0.0148158 0.0129374 -0.00516406 0.00968994 0.0101807 0.00348884 0.00526107 0.00918612 -0.00554487 -0.00124542 -0.00236898 0.00386269 internal_weight=84473 44513 39960 24642 20609 18597 23904 11620 10995 7770 12839 2904 2253 6045 10776 1846 6385 4866 9367 6196 5821 3709 7691 986 4041 6684 1248 819 3301 5069 internal_count=84473 44513 39960 24642 20609 18597 23904 11620 10995 7770 12839 2904 2253 6045 10776 1846 6385 4866 9367 6196 5821 3709 7691 986 4041 6684 1248 819 3301 5069 is_linear=0 shrinkage=0.04 Tree=39 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 0 28 23 23 30 27 1 28 24 28 9 30 2 28 30 27 0 28 10 0 30 32 30 28 11 split_gain=7835.2 818.463 690.848 501.105 278.234 205.159 114 100.752 99.8302 110.977 79.8215 78.9823 77.6204 63.4123 62.6025 176.15 52.6723 52.2433 49.3502 43.7057 41.4569 40.5864 38.4519 37.5418 36.7577 35.491 35.2411 35.1857 35.118 33.706 threshold=19098.659764133641 15803.620355005065 -227.16199999999841 22164.948268321394 19.500000000000004 7.5000000000000009 18121.038293326081 -850.15350000000024 1319.2449999999992 66.029477586038738 -47.723999999999243 1.5000000000000002 17276.846697237805 -2132.6295000000014 15261.891036622583 0.91597561503675362 75.435280979381417 4.5000000000000009 17977.317152402316 594.09139670879711 639.94024999999976 19.500000000000004 20051.580289639111 -0.78656609248549325 11.500000000000002 134.68884295200994 2331.0395593786047 186.23884092087272 20082.841291047527 -0.8783796973249266 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 14 7 4 8 17 16 -3 9 22 26 -6 -9 28 -1 -16 -7 18 20 -20 -4 -18 -2 -12 -14 -15 29 -17 -13 -11 right_child=3 2 5 -5 11 6 -8 12 -10 10 23 13 24 25 15 27 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-56.691177601454839 2.5750363489847223 -13.859379041376597 1.8526632761095971 59.464244527014671 2.5004714772634906 -4.8017707308301034 0.21265996190515579 -6.3625063595678517 24.629680638036227 -3.3371377806740203 4.7954346011061721 -0.090212305897002812 0.56664920643313965 1.2725857269672269 -15.898723207435614 -6.025222872097002 -2.2770028888102387 -1.3070485275644752 2.7268699325907799 15.643246961350087 -1.6514762383859489 -12.498040420121105 5.6038787896177382 9.586878971462502 -4.255703551863335 -3.4187246462354963 5.1803459087319785 3.9437438603785995 6.6265983713131575 2.2333379197810426 leaf_weight=13653 1599 6723 2638 12616 3018 1756 3361 2449 2811 266 1662 369 836 299 3910 198 3377 1093 645 749 902 723 4289 4140 1388 1734 2907 554 293 3515 leaf_count=13653 1599 6723 2638 12616 3018 1756 3361 2449 2811 266 1662 369 836 299 3910 198 3377 1093 645 749 902 723 4289 4140 1388 1734 2907 554 293 3515 internal_value=-0.000236525 -0.0116583 -0.00718318 0.0127567 0.00967214 -0.00161375 -0.00536617 -0.0146332 0.0117844 0.0107106 0.00857646 0.00183791 -0.010122 -0.00313915 -0.0181676 -0.0141656 -0.00873634 0.00412477 0.00587758 0.0122525 0.00336723 -0.00625366 0.0152378 0.0120097 -0.00471223 -0.00664043 0.00559809 0.00356383 0.00761329 0.0030521 internal_weight=84473 44955 26640 39518 26902 15244 9217 11396 21189 18378 12490 5713 4673 2695 18315 4662 5856 6027 4934 1394 3540 4100 5888 5802 2224 2033 6688 752 662 3781 internal_count=84473 44955 26640 39518 26902 15244 9217 11396 21189 18378 12490 5713 4673 2695 18315 4662 5856 6027 4934 1394 3540 4100 5888 5802 2224 2033 6688 752 662 3781 is_linear=0 shrinkage=0.04 Tree=40 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 23 28 28 30 28 1 30 30 23 0 13 28 34 35 23 30 10 24 27 28 23 0 28 27 0 split_gain=7588.24 710.022 570.729 653.503 425.302 224.046 146.5 105.934 104.175 97.0217 77.9001 71.4576 61.5459 97.2095 57.6054 52.5703 50.9315 48.4365 45.4387 39.104 37.9706 35.9025 35.5811 34.1849 28.1496 26.7574 44.2496 26.59 25.4418 24.4173 threshold=18483.547152091658 22292.995584613087 15373.870563268743 0.78656609248549325 19.500000000000004 -444.80800000000085 20113.359122440077 19170.71226787673 465.7230198957422 16449.242336158106 2.5000000000000004 134.68884295200994 61.817226721143605 817.79799999999989 14.500000000000002 -0.8041866928211282 19133.008352018198 23746.230000000003 19033.519475446432 -89.279500000001448 370.86425803107755 -0.12940952255126037 -2132.6295000000014 -477.59799999999808 21294.655823533805 64.033499999998654 20.500000000000004 19988.161562211553 24.804499999998374 20.500000000000004 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=2 4 -1 5 6 17 8 20 16 -7 15 -5 -8 14 24 -9 -2 21 29 -16 -6 -4 -12 -18 -14 26 -17 -28 -20 -11 right_child=1 -3 3 11 7 9 12 10 -10 18 22 -13 13 -15 19 25 23 -19 28 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-51.070991434896641 0.67019971788860855 59.785119803101992 -4.8845483294097356 -2.4846193879244676 -0.47715325993107399 -7.3131636209227144 5.5789729766662637 -2.0877416508994067 22.134884854906559 -3.3377273728669388 1.2026561896210479 1.6887224259849609 1.6472462866210844 22.562256208924083 3.5386480430334633 -2.3841683413203283 1.5837435578439909 -3.1250547772528807 -2.9688401825094481 10.222082220025186 -5.4723057601596521 -16.58229124540798 -4.1982231079209305 3.8555155855463821 5.3265046828605414 5.983415600222143 0.15665380516780716 3.5139410450798461 0.51360377771161436 -11.964145019943535 leaf_weight=14652 3318 11952 377 1025 575 3189 4003 689 1432 4070 285 5217 2268 2614 961 390 1635 1262 705 2693 899 7621 998 4950 1546 890 938 1477 1338 504 leaf_count=14652 3318 11952 377 1025 575 3189 4003 689 1432 4070 285 5217 2268 2614 961 390 1635 1262 705 2693 899 7621 998 4950 1546 890 938 1477 1338 504 internal_value=-0.000269672 0.0110893 -0.0129229 -0.0092856 0.00802862 -0.0129634 0.0104516 -0.000596555 0.00706661 -0.00874975 0.00188812 0.00194809 0.0131757 0.0115096 0.00918586 0.00442518 0.0056084 -0.0174255 -0.00598761 0.012775 -0.0101493 -0.0185746 -0.00678098 0.00764465 0.00574725 0.00631664 0.00439929 0.00641822 -0.0010279 -0.00820289 internal_weight=84473 44513 39960 25308 32561 19066 25420 7141 11335 9806 5667 6242 14085 10082 7468 4384 9903 9260 6617 3654 1474 7998 1283 6585 3814 3695 2805 2415 2043 4574 internal_count=84473 44513 39960 25308 32561 19066 25420 7141 11335 9806 5667 6242 14085 10082 7468 4384 9903 9260 6617 3654 1474 7998 1283 6585 3814 3695 2805 2415 2043 4574 is_linear=0 shrinkage=0.04 Tree=41 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 0 28 30 28 34 1 28 28 24 30 30 23 2 15 10 30 14 30 0 23 17 28 16 27 10 split_gain=7350.42 714.857 562.098 624.15 412.253 231.674 145.289 115.191 101.343 78.926 77.2372 71.5099 67.7139 65.7492 58.4328 47.4666 72.2323 44.6662 44.2762 42.4784 36.7155 35.2173 34.735 32.6012 31.9081 36.054 31.7219 31.6294 33.2633 31.1402 threshold=18483.547152091658 22359.181258452711 15373.870563268743 -240.89600000000061 19.500000000000004 8.5000000000000018 20653.040901897457 459.91916580134955 19170.71226787673 23658.012000000002 1.5000000000000002 19281.917960866547 16889.64037526316 -2132.6295000000014 291.78088285336821 68.153762137691203 29.072499999998403 4.5000000000000009 20639.272000000004 0.60355339059327384 378.79390869293047 -0.58481178939031186 32.613747279488017 5.5000000000000009 64.033499999998654 23670.515000000003 20146.009564449512 18752.397500000003 -389.78200000000101 -0.60355339059327384 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=2 4 -1 9 6 14 7 11 20 19 24 -2 -7 26 17 -8 -17 -5 22 -4 -6 -15 -13 -16 25 -10 -12 -24 -29 -18 right_child=1 -3 3 5 8 12 15 -9 10 -11 13 18 -14 21 23 16 29 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31 leaf_value=-49.028151777500753 0.87391229298242257 58.74602776631 -6.3720021506094051 0.31694109963562367 -0.55402455518174976 -7.0332423856042441 6.1864027457739574 23.868290305401096 0.44093582129789866 -2.5627997442783088 0.034816355123548422 2.9252162674405553 -2.4519873486811412 0.16801030263799477 5.9319867059765237 3.3272821836133519 7.5792832103987164 -3.0386322166220636 -1.2444914699964285 -15.31897549541398 -5.4837278731459085 -4.3926396869502788 9.9501448987556795 1.2735612672364369 6.0437937383162357 5.9848015216393105 6.6724034255750304 1.3400968602430658 4.5987590357166486 17.642424741569556 leaf_weight=14652 4170 11620 1028 2412 624 3102 3286 1818 1877 1793 358 1142 4097 692 936 2214 1639 1136 383 8250 850 1375 1034 2554 862 299 275 2024 4945 3026 leaf_count=14652 4170 11620 1028 2412 624 3102 3286 1818 1877 1793 358 1142 4097 692 936 2214 1639 1136 383 8250 850 1375 1034 2554 862 299 275 2024 4945 3026 internal_value=-0.000293348 0.0108863 -0.0127467 -0.00913703 0.00787341 -0.00359767 0.0102465 0.00781129 -0.000576816 -0.0162605 0.00182642 0.0065557 -0.00864287 -0.0030963 0.00156294 0.0139636 0.0120744 -0.00205186 0.00846767 -0.0177452 -0.00993216 -0.00655056 0.0090257 0.00523782 0.00620145 0.00362132 0.00818325 0.00809446 0.00712584 0.0148982 internal_weight=84473 44513 39960 25308 32893 14237 25681 15516 7212 11071 5738 13698 7199 2700 7038 10165 6879 3548 9528 9278 1474 2067 9145 3490 3038 2176 633 8003 6969 4665 internal_count=84473 44513 39960 25308 32893 14237 25681 15516 7212 11071 5738 13698 7199 2700 7038 10165 6879 3548 9528 9278 1474 2067 9145 3490 3038 2176 633 8003 6969 4665 is_linear=0 shrinkage=0.04 Tree=42 num_leaves=31 num_cat=0 split_feature=28 28 23 28 0 30 28 31 30 28 17 28 10 0 1 24 30 30 23 15 2 28 30 34 30 14 27 14 17 30 split_gain=7126.1 747.072 543.293 455.993 425.742 214.174 156.412 153.921 123.803 104.549 86.0779 77.9186 77.5694 74.9771 74.4295 65.3575 55.7671 47.028 65.7894 44.3212 43.5297 43.3389 40.7311 39.4816 39.3413 35.3159 35.1486 33.3127 34.0856 33.8173 threshold=18394.787634331755 22431.984273753962 -4.3425000000006539 15106.599047551403 19.500000000000004 173.39693547177228 20653.040901897457 20211.420052083336 534.66535094519145 19170.71226787673 15970.962500000003 19281.917960866547 0.25881904510252057 6.5000000000000009 1.5000000000000002 -2132.6295000000014 115.48883689719092 60.789065066598525 29.072499999998403 20639.272000000004 4.5000000000000009 15373.870563268743 60.789065066598525 18437.766500000002 382.83309963825548 -0.58481178939031186 -389.78200000000101 -0.49812626372919411 23670.515000000003 492.80080014037742 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=2 4 7 -4 6 10 8 12 11 24 -5 -2 21 -7 27 -16 20 -8 -19 26 -9 -1 -12 -15 -6 -17 -13 29 -29 -11 right_child=1 -3 3 5 9 13 17 16 -10 14 22 19 -14 23 15 25 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-45.123445487958961 0.84933098666486329 57.810288218157659 -42.650097824865298 -7.2786239113353082 -0.76379773077511348 3.0556634062702508 6.0110841894042828 0.11208246331036208 25.347190723915627 6.9300004261842698 -3.0781956692763197 2.6570897589957165 -25.646898103326095 -7.8310430239721978 1.8563549621268614 0.16128989053249826 -4.6562652209227968 3.3995834557428317 12.249751969883437 -1.3751239595210063 -3.9421132603947262 -4.3761927145228405 -0.34131743076977727 -0.20725991477258504 -5.5666811629963195 -4.3609161933998983 4.3203455873481289 0.30089748940074063 5.6297573182581981 -2.1861425026682264 leaf_weight=1035 4710 11288 4012 2500 727 3321 2976 1207 1568 835 867 2689 16692 624 634 692 1803 2451 5008 393 382 2308 1906 2637 932 1401 6637 1824 315 99 leaf_count=1035 4710 11288 4012 2500 727 3321 2976 1207 1568 835 867 2689 16692 624 634 692 1803 2451 5008 393 382 2308 1906 2637 932 1401 6637 1824 315 99 internal_value=-0.000325074 0.0105098 -0.0127826 -0.0070675 0.00754124 -0.00312273 0.00992282 -0.0166534 0.00743764 -0.000898244 -0.00912953 0.00627764 -0.0179875 0.00168946 0.00163448 -0.00317565 -0.00877358 0.0137326 0.0120365 0.0083239 -0.00331026 -0.012426 -0.00427696 -0.00261883 -0.00975286 -0.00658385 0.0088784 0.00590303 0.00315101 0.0122056 internal_weight=84473 45179 39294 15867 33891 11855 26432 23427 15997 7459 5273 14429 20035 6582 5800 2727 3392 10435 7459 9719 1589 3343 2773 3261 1659 2093 9326 3073 2139 934 internal_count=84473 45179 39294 15867 33891 11855 26432 23427 15997 7459 5273 14429 20035 6582 5800 2727 3392 10435 7459 9719 1589 3343 2773 3261 1659 2093 9326 3073 2139 934 is_linear=0 shrinkage=0.04 Tree=43 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 23 28 30 30 28 28 28 1 0 27 30 0 0 30 30 16 14 28 14 2 16 10 17 30 24 split_gain=6877.4 755.924 552.847 609.911 411.573 184.468 160.659 129.552 114.639 105.79 101.858 87.3949 71.3405 70.5488 59.7953 57.3606 43.2517 39.3843 48.7343 38.5392 61.2025 37.6534 36.7843 35.4615 34.1773 33.5121 30.0058 29.9644 29.7832 35.2239 threshold=18394.787634331755 22502.237759698481 15295.175242260191 0.60355339059327384 19.500000000000004 -713.79449999999986 20966.029919703706 534.66535094519145 92.61574251484285 16449.242336158106 19421.760309143268 19317.323617331283 1.5000000000000002 21.500000000000004 -725.25825000000066 396.59994962553634 20.500000000000004 8.5000000000000018 33.727201181117621 68.153762137691203 21036.653750000005 -0.58481178939031186 15764.515760885401 -0.49812626372919411 4.5000000000000009 20962.784750000003 -0.78656609248549325 23670.515000000003 301.08702806566458 757.45500000000004 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=2 4 -1 5 6 -4 7 11 22 -7 15 -2 23 21 -13 -6 26 -16 -19 -8 -21 -14 -5 -12 -24 -20 -11 -25 29 -10 right_child=1 -3 3 8 10 9 19 -9 28 16 12 14 13 -15 17 -17 -18 18 25 20 -22 -23 24 27 -26 -27 -28 -29 -30 -31 leaf_value=-48.012797475354127 0.86564865311171157 56.875532939431288 -14.275438904287185 -6.5514548128634127 -0.36041699355941093 -8.4999924514564196 6.7170974433982336 26.382307649452851 0.70567862661773695 -4.3953419487684009 6.5017661246155329 0.92293347574413931 0.40308075341221411 2.6306058382701303 13.081435804058419 -4.8585425569129441 -10.328754890757045 2.7993415520364215 4.3960883731502696 17.663999783520339 6.1598799847972989 -4.3685537345646299 -0.061818048420973354 0.41241193825095251 -3.7536169513827917 -0.83795930061889523 -1.0442311830379185 5.2252922500428394 2.5287324642140447 -3.4915563225025834 leaf_weight=13986 4927 10956 7392 536 1090 3460 2632 1727 2213 2064 823 1806 577 556 961 1156 736 1478 7044 2280 3401 1326 825 1666 500 444 3413 329 3431 738 leaf_count=13986 4927 10956 7392 536 1090 3460 2632 1727 2213 2064 823 1806 577 556 961 1156 736 1478 7044 2280 3401 1326 825 1666 500 444 3413 329 3431 738 internal_value=-0.000332651 0.0103114 -0.0125709 -0.00904378 0.00738392 -0.0133595 0.00971236 0.00762604 -0.000109184 -0.00972397 -0.000879968 0.00654502 0.00215653 -0.00282229 0.0084224 -0.00801425 -0.00660229 0.00964037 0.00881553 0.014327 0.0124732 -0.0064845 -0.00884471 0.00650106 -0.00526792 0.00750534 -0.00537886 0.00361905 0.00243811 -0.000508302 internal_weight=84473 45179 39294 25308 34223 17065 26700 18387 8243 9673 7523 16660 5277 2459 11733 2246 6213 9927 8966 8313 5681 1903 1861 2818 1325 7488 5477 1995 6382 2951 internal_count=84473 45179 39294 25308 34223 17065 26700 18387 8243 9673 7523 16660 5277 2459 11733 2246 6213 9927 8966 8313 5681 1903 1861 2818 1325 7488 5477 1995 6382 2951 is_linear=0 shrinkage=0.04 Tree=44 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 23 28 28 30 28 28 30 1 27 13 0 30 16 34 30 30 16 11 31 34 28 9 20 19 21 split_gain=6624.11 775.044 542.21 615.301 409.948 213.147 165.518 135.928 134.353 100.597 85.8068 80.4127 66.808 53.0593 45.7055 44.4533 40.9296 63.0984 40.2582 40.2518 37.2611 41.9726 37.0304 31.0688 30.9738 28.2039 27.9513 26.2041 27.6027 26.092 threshold=18347.287966098138 22567.36053741425 15146.73627039691 0.78656609248549325 19.500000000000004 -637.65499999999872 20966.029919703706 16404.784767783753 465.7230198957422 19170.71226787673 19317.323617331283 120.45302315376678 2.5000000000000004 -725.25825000000066 -0.76141707087277943 20.500000000000004 68.153762137691203 21036.653750000005 23658.012000000002 382.83309963825548 32.613747279488017 19255.782500000005 -0.8783796973249266 21515.349296875003 18043.954000000002 21559.751284171118 0.78656609248549325 21928.585500000005 19183.748500000005 17811.214000000004 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=2 4 -1 5 6 18 8 -7 10 19 -2 -5 14 -12 -11 22 -8 -18 -4 -6 -15 -22 -9 -14 -24 -19 -10 28 -16 -13 right_child=1 -3 3 11 9 7 16 15 26 12 13 29 23 20 27 -17 17 25 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-50.628919133253511 0.71761724133990357 55.940238184354094 -15.100945364649087 -3.0168743601879395 -0.75410840975200699 -7.7674202462939137 6.5228734353265461 -3.1415150862651355 -1.4089249141975597 -1.5557253911257432 0.88069385059046912 2.3145450043329037 -3.4660107906964548 2.6978556504027802 0.65672693485808853 -10.203827942874268 17.277268592227774 2.1643824877621958 -2.805339587448834 -5.1923619648008756 8.6696971057509664 3.6238241524221668 -5.3012018570817601 1.8692517187712656 -0.26722776250040625 8.4032851690062671 24.245830941459136 -1.6797705701013912 3.4767814927370639 0.060023936964571478 leaf_weight=12654 4993 10624 7143 1017 766 4663 2698 2703 138 821 1789 3163 1125 1418 1338 670 2321 1108 913 974 1564 6758 353 211 3287 2449 1979 373 2065 2395 leaf_count=12654 4993 10624 7143 1017 766 4663 2698 2703 138 821 1789 3163 1125 1418 1338 670 2321 1108 913 974 1564 6758 353 211 3287 2449 1979 373 2065 2395 internal_value=-0.00033123 0.0100325 -0.0124376 -0.00916486 0.00715203 -0.0126961 0.00945435 -0.00924289 0.00733838 -0.00101395 0.00612275 0.0014327 0.00146637 0.00801978 0.00375462 -0.00572366 0.0140532 0.012181 -0.0177011 -0.00947126 0.00918275 0.0081615 -0.00468863 -0.00640719 -0.00205495 0.00883329 0.0168257 0.00561441 0.0067176 0.00332494 internal_weight=84473 45512 38961 26307 34888 19732 27215 11676 18639 7673 16522 6575 5933 11529 4597 7013 8576 5878 8056 1740 9740 8322 6343 1336 3640 3557 2117 3776 3403 5558 internal_count=84473 45512 38961 26307 34888 19732 27215 11676 18639 7673 16522 6575 5933 11529 4597 7013 8576 5878 8056 1740 9740 8322 6343 1336 3640 3557 2117 3776 3403 5558 is_linear=0 shrinkage=0.04 Tree=45 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 9 28 30 34 33 28 28 0 14 30 30 28 27 1 10 30 16 17 30 1 30 30 28 10 0 split_gain=6405.64 742.016 577.974 622.443 369.611 209.633 145.895 123.047 100.805 94.6263 81.5628 69.3837 64.2671 101.648 60.8296 56.8383 52.894 52.118 52.1058 47.125 43.3169 66.0158 41.1068 45.8464 40.3516 40.2464 35.1861 30.7688 29.0674 37.7941 threshold=18483.547152091658 22567.36053741425 15064.697432199633 -240.89600000000061 19.500000000000004 0.91597561503675362 20966.029919703706 547.12667486166038 23658.012000000002 13717.584250000002 19557.836313089425 19317.323617331283 21.500000000000004 -0.34234976856068178 410.28381991296442 58.669242741070342 20345.276365955404 -725.25825000000066 1.0000000180025095e-35 0.60355339059327384 68.153762137691203 21236.826250000002 18292.015000000003 32.613747279488017 1.5000000000000002 144.67794003813268 78.603810765701496 21559.751284171118 -0.78656609248549325 12.500000000000002 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=2 4 -1 8 6 9 7 11 19 26 14 -2 13 24 -6 -11 -14 -13 -15 -4 -8 -22 -19 -24 -12 -7 -5 -23 29 -25 right_child=1 -3 3 5 10 25 20 -9 -10 15 12 17 16 18 -16 -17 -18 22 -20 -21 21 27 23 28 -26 -27 -28 -29 -30 -31 leaf_value=-51.170146223150731 0.85304828050429937 53.70262865697994 -5.7440207932074552 -6.2923341523757701 -0.18178286243899494 -3.4689882742854388 6.2619584979135112 25.565572550566941 -1.9085779760101287 -2.7841840690396205 7.0043550554227112 0.85078838269073465 0.4308906504920742 1.8142418185652058 -4.4459774193358319 -0.45133795354820905 6.1538131710407473 10.935607221421014 -3.1136446919610901 -13.490062443115422 14.785993282941709 0.60617767689698665 2.5870141703385161 3.5926264443408584 0.17999362146540079 2.6707648789964149 -4.7059809541796858 7.6371951370475291 4.6460446797106849 -0.35813025108931468 leaf_weight=11988 4542 10624 1087 1655 1261 434 2698 1608 1795 1601 762 1806 729 509 1109 4653 638 1146 1718 9398 2756 846 1410 1723 681 4142 3207 2276 4248 1423 leaf_count=11988 4542 10624 1087 1655 1261 434 2698 1608 1795 1601 762 1806 729 509 1109 4653 638 1146 1718 9398 2756 846 1410 1723 681 4142 3207 2276 4248 1423 internal_value=-0.000345436 0.010091 -0.011971 -0.00882168 0.00719939 -0.00354321 0.00940865 0.00735396 -0.0155668 -0.00650954 -0.000699338 0.00631243 0.00217987 -0.000577657 -0.00681857 -0.00325552 0.00958303 0.00793467 -0.00593624 -0.0170663 0.0136987 0.0117727 0.00906935 0.00814175 0.00769231 0.00366259 -0.0106952 0.00778988 0.00688126 0.00396694 internal_weight=84473 44513 39960 27972 33889 15692 26482 17906 12280 11116 7407 16298 5037 3670 2370 6254 1367 11756 2227 10485 8576 5878 9950 8804 1443 4576 4862 3122 7394 3146 internal_count=84473 44513 39960 27972 33889 15692 26482 17906 12280 11116 7407 16298 5037 3670 2370 6254 1367 11756 2227 10485 8576 5878 9950 8804 1443 4576 4862 3122 7394 3146 is_linear=0 shrinkage=0.04 Tree=46 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 9 28 30 29 34 28 30 23 30 27 1 28 13 30 28 15 30 35 10 30 24 21 16 20 30 split_gain=6185.6 774.81 545.156 589.538 382.614 198.16 159.127 116.309 96.8335 92.1454 90.5628 82.0169 79.6195 109.168 64.8604 62.1846 46.0736 42.0997 41.717 43.4859 39.5421 38.0975 38.0575 37.9814 32.9938 31.1756 30.2533 25.4929 24.9263 24.8358 threshold=18347.287966098138 22626.860677278342 15064.697432199633 -318.74499999999892 19.500000000000004 0.78656609248549325 20113.359122440077 594.09139670879711 16175.647008586044 22881.209000000006 19170.71226787673 136.19023188787352 1319.2449999999992 61.817226721143605 -42.193749999996719 2.5000000000000004 19133.008352018198 -0.71504373327588355 178.70661062287789 17315.650473998099 20041.914000000001 387.234946267238 19033.519475446432 0.60355339059327384 173.39693547177228 -1619.7617500000013 17811.214000000004 18427.119000000002 22472.476250000003 184.28541776231103 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=2 4 -1 9 6 8 7 16 24 23 21 -7 13 -8 -15 17 -2 -12 19 -11 27 -6 -10 -4 -5 -17 -13 -18 -19 -27 right_child=1 -3 3 5 10 11 12 -9 22 18 15 26 -14 14 -16 25 20 28 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-49.123340374224718 0.43121098247713235 53.143546948200672 -5.7425866511891943 -7.5564526255552122 -0.67950929123529935 -2.5647234870587998 4.6941839263372822 19.852271344892799 -3.0025354663962207 -2.2620388690546678 -1.428616083826928 2.4522198374379149 26.620977213969745 2.9021620215018631 7.932462750649429 0.31815509498221217 8.9127191999707431 1.9566007152871316 -4.9159706593247394 0.93997302767718793 -0.70180753263470252 -4.8050634684982656 0.11045141702525144 -14.722852854571428 -3.7918910013871212 0.61354527758136101 0.010360924191918457 2.609802215688469 -2.0443609042299795 -8.1927447124885653 leaf_weight=11988 4122 10292 692 2384 782 1317 4341 1115 4233 1044 882 3072 2089 5007 3997 447 899 3524 1220 446 780 958 1696 7680 808 182 2381 5152 227 716 leaf_count=11988 4122 10292 692 2384 782 1317 4341 1115 4233 1044 882 3072 2089 5007 3997 447 899 3524 1220 446 780 958 1696 7680 808 182 2381 5152 227 716 internal_value=-0.000349698 0.00966514 -0.0120485 -0.00889408 0.00684384 -0.0039557 0.00905243 0.00561153 -0.00780397 -0.0159755 -0.00102617 0.00122895 0.0117429 0.0106062 0.00809418 0.00131148 0.00435862 0.00350961 -0.00956458 -0.00507383 0.00637388 -0.00905747 -0.0047799 -0.0180506 -0.0134211 -0.00626022 0.00339263 0.00746653 0.00535857 -0.0105568 internal_weight=84473 45512 38961 26973 35220 15891 27502 12068 9121 11082 7718 6770 15434 13345 9004 5978 10953 4633 2710 1490 6831 1740 5929 8372 3192 1345 5453 6051 3751 898 internal_count=84473 45512 38961 26973 35220 15891 27502 12068 9121 11082 7718 6770 15434 13345 9004 5978 10953 4633 2710 1490 6831 1740 5929 8372 3192 1345 5453 6051 3751 898 is_linear=0 shrinkage=0.04 Tree=47 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 0 28 30 34 28 28 30 0 14 30 28 28 27 1 28 30 16 9 28 9 30 30 30 1 10 split_gain=5972.19 774.331 535.519 549.439 386.379 178.567 167.634 137.093 90.1172 83.6872 74.6065 67.6237 62.0989 104.555 62.0536 57.8038 55.3665 53.7959 47.962 46.0178 45.3323 67.6242 42.7062 42.2923 138.045 43.9812 42.0407 42.0243 39.1589 38.852 threshold=18347.287966098138 22688.3131920341 15223.235745933016 -318.74499999999892 19.500000000000004 8.5000000000000018 21004.050656730276 547.12667486166038 22881.209000000006 19524.404585156619 19317.323617331283 63.976663492157464 21.500000000000004 -0.34234976856068178 410.28381991296442 16889.64037526316 20345.276365955404 -712.1130000000029 1.0000000180025095e-35 15844.024268004518 68.153762137691203 21112.005000000001 0.78656609248549325 14809.799765270784 0.91597561503675362 173.39693547177228 178.70661062287789 33.727201181117621 1.0000000180025095e-35 0.1294095225512602 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=2 4 23 8 6 11 7 10 29 14 -2 19 13 28 -6 -7 -14 -12 -15 -5 -8 -22 27 -1 -25 -26 -10 -19 -11 -4 right_child=1 -3 3 5 9 15 20 -9 26 12 17 -13 16 18 -16 -17 -18 22 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-55.790183812940739 0.66891871323954544 52.589289445272591 -4.9741466184604359 -5.6344670700797002 -0.30642586854839465 -5.9255909520636854 6.064625615537298 22.990296838333016 -1.1729045900100754 10.55669658437364 0.61708102063865222 0.90956696463632403 0.30302639699715656 1.6133387769757246 -4.3395956853951798 -2.1168691619310995 5.8691070016269808 2.3565946417536181 -3.1026925548298459 -0.51006870891331346 16.020304411657854 5.7275544003187679 11.99422461900911 -16.487980131015867 -5.909573173635799 5.784475104676603 -4.7193318329517568 3.5115850355359726 1.0162161195121735 -13.619294341501227 leaf_weight=9990 5163 9960 621 465 1371 3552 2792 1732 1488 388 1904 6434 757 540 1199 3909 643 1513 1801 751 2389 3692 860 2725 218 387 1220 7724 1084 7201 leaf_count=9990 5163 9960 621 465 1371 3552 2792 1732 1488 388 1904 6434 757 540 1199 3909 643 1513 1801 751 2389 3692 860 2725 218 387 1220 7724 1084 7201 internal_value=-0.000376688 0.00946388 -0.0118719 -0.00849187 0.0067023 -0.003604 0.00890994 0.00678027 -0.0155062 -0.00117435 0.00569797 0.000690196 0.00173796 -0.000907422 -0.00708171 -0.00800697 0.00894286 0.00742771 -0.00615976 -0.00796053 0.0134453 0.011508 0.00859067 -0.0183784 -0.0144745 0.00280992 -0.00921713 0.0077969 0.00744565 -0.0176835 internal_weight=84473 45512 38961 25641 35552 15111 27769 18896 10530 7783 17164 7650 5213 3813 2570 7461 1400 12001 2341 1216 8873 6081 10097 13320 3330 605 2708 9237 1472 7822 internal_count=84473 45512 38961 25641 35552 15111 27769 18896 10530 7783 17164 7650 5213 3813 2570 7461 1400 12001 2341 1216 8873 6081 10097 13320 3330 605 2708 9237 1472 7822 is_linear=0 shrinkage=0.04 Tree=48 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 30 28 30 17 34 28 0 28 1 24 27 17 30 23 10 0 2 30 30 30 30 13 27 14 10 split_gain=5778.72 799.121 511.968 558.199 395.211 179.262 167.021 143.693 102.25 100.658 99.3491 85.1515 77.9161 58.1815 54.2086 53.0596 48.6222 47.4505 66.3052 46.8609 44.6133 44.0555 43.2737 43.1878 39.8946 39.1241 38.2146 34.116 32.9725 32.4892 threshold=18217.388791746944 22688.3131920341 14984.045590740936 -240.89600000000061 19.500000000000004 173.39693547177228 21004.050656730276 547.12667486166038 16054.347500000002 22881.209000000006 19133.008352018198 19.500000000000004 19133.008352018198 1.5000000000000002 -2132.6295000000014 -660.3150000000004 18518.532500000005 68.153762137691203 1082.2274999999984 0.60355339059327384 5.5000000000000009 4.5000000000000009 33.727201181117621 213.12106874355172 51.295582621867133 86.03706116289051 0.35846314187849709 -92.754999999999185 -0.54219087765047058 -0.78656609248549325 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=2 4 -1 9 6 8 7 12 25 19 21 20 -2 28 -15 -14 -17 -8 27 -4 -7 -6 -18 26 -10 -5 -11 -19 -12 -24 right_child=1 -3 3 5 10 11 17 -9 24 23 13 -13 15 14 -16 16 22 18 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-47.54316945776074 0.39309993053320796 50.485717867461645 -5.6600165296995693 -7.3260181572112923 -4.1891746309748852 3.2684440004825595 5.8220405909157851 21.344469834778138 -2.1518401069132231 -3.5201337468637939 5.0191855226072946 -14.524075109750994 0.67126459133214667 1.6164374261915508 -2.2875816008138647 8.9605843774376268 2.1756185733884923 3.0688104487363308 26.617466943865075 -13.76917227888549 -0.020890726445722978 0.16279071987781207 1.4355663325826027 -5.9413630044640744 -0.38403090310457627 -3.692835929437206 -0.19858022628573962 9.2558641395580352 0.6981306397149456 4.0256666602652693 leaf_weight=11322 4660 9960 953 1835 1414 1872 2792 1834 1432 820 916 425 2318 652 2225 1465 1561 2399 1378 8050 4594 530 3300 822 2872 1831 1134 2304 2338 4465 leaf_count=11322 4660 9960 953 1835 1414 1872 2792 1834 1432 820 916 425 2318 652 2225 1465 1561 2399 1378 8050 4594 530 3300 822 2872 1831 1134 2304 2338 4465 internal_value=-0.000407467 0.00904431 -0.0119878 -0.00895946 0.00630735 -0.00380459 0.00852226 0.00646126 -0.00788959 -0.0154631 -0.00150341 0.000920041 0.00536102 0.000994944 -0.00314911 0.00694027 0.00811973 0.0130756 0.0110936 -0.0175164 0.00206001 -0.00938272 0.00705554 -0.00880403 -0.00370818 -0.0127987 -0.00556807 0.00883266 0.00465888 0.00583387 internal_weight=84473 46511 37962 26640 36551 14861 28476 19603 7970 11779 8075 6891 17769 6131 2877 13109 10791 8873 6081 9003 6466 1944 9326 2776 4304 3666 1954 4703 3254 7765 internal_count=84473 46511 37962 26640 36551 14861 28476 19603 7970 11779 8075 6891 17769 6131 2877 13109 10791 8873 6081 9003 6466 1944 9326 2776 4304 3666 1954 4703 3254 7765 is_linear=0 shrinkage=0.04 Tree=49 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 9 21 34 28 28 30 28 23 30 0 1 30 24 30 30 30 23 9 13 28 28 23 10 30 28 split_gain=5569.12 794.97 511.017 556.996 396.09 185.179 175.865 95.5806 90.6753 89.9093 74.1179 68.9911 58.3329 66.8388 56.224 54.8968 53.571 51.5994 49.6217 46.5716 42.5543 42.2588 40.5297 39.6443 36.9793 31.7375 31.7284 31.6901 31.2748 33.8261 threshold=18217.388791746944 22817.826319282514 14942.122918408239 -318.74499999999892 19.500000000000004 0.91597561503675362 20817.645000000004 22881.209000000006 19170.71226787673 15844.024268004518 577.15728802371325 19524.404585156619 -28.457499999998614 79.704393223827026 8.5000000000000018 1.5000000000000002 33.727201181117621 -2132.6295000000014 86.03706116289051 387.234946267238 206.70434867867857 1553.2549999999994 -0.78656609248549303 0.22700754078277605 21377.470563991137 20211.640412693279 64.033499999998654 0.60355339059327384 141.74176369762239 16487.916932758566 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=2 4 -1 7 6 9 10 27 19 18 11 -2 13 -8 -11 26 -13 25 -5 -6 -14 -18 -16 -9 -19 -17 -10 -4 -7 -30 right_child=1 -3 3 5 8 28 12 23 15 14 -12 16 20 -15 22 17 21 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-47.030993460700337 0.75288798896566733 51.741328215263202 -5.6377669043868082 -7.2556137689939719 -0.55591484063443208 -3.1661999402013317 4.4460315942718447 -5.1572945436509325 0.67020541412639434 0.14684756056980405 14.262327331490088 2.7896116466451351 5.3275784536762512 1.4757179159467342 -1.1512521713324533 -0.084151848645124122 2.9780056103801327 -1.0042384422860051 -3.6013585166315898 -4.6328814854210218 22.053348060369025 11.555395249662979 -4.5836115215902833 -1.1401045934917056 -7.2041991487378256 5.9809000204053886 4.9423184733565 -13.62766150355019 3.9480902901988886 0.47342520293037527 leaf_weight=10989 6383 9296 655 1572 910 469 1656 1037 2364 2416 1006 1258 5168 1949 2444 382 7928 1567 1600 1122 3174 512 3430 1523 669 255 912 7870 1761 2196 leaf_count=10989 6383 9296 655 1572 910 469 1656 1037 2364 2416 1006 1258 5168 1949 2444 382 7928 1567 1600 1122 3174 512 3430 1523 669 255 912 7870 1761 2196 internal_value=-0.000443455 0.00883533 -0.0118118 -0.00884959 0.00622168 -0.00404834 0.00841221 -0.0157312 -0.00155238 -0.00673181 0.00580909 0.00515018 0.0121353 0.0078835 -0.00454041 0.000868434 0.00727573 -0.00316742 -0.012459 -0.00887795 0.0139727 0.00612796 -0.00665305 -0.00895312 -0.00602862 0.00687598 0.00440781 -0.0177666 0.00290104 0.00405863 internal_weight=84473 46511 37962 26973 37215 15888 29034 11085 8181 11462 17087 16081 11947 3605 8290 6149 9698 2873 3172 2032 8342 8440 5874 2560 2236 637 3276 8525 4426 3957 internal_count=84473 46511 37962 26973 37215 15888 29034 11085 8181 11462 17087 16081 11947 3605 8290 6149 9698 2873 3172 2032 8342 8440 5874 2560 2236 637 3276 8525 4426 3957 is_linear=0 shrinkage=0.04 Tree=50 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 24 28 0 0 2 30 20 33 30 3 28 9 17 0 28 10 27 30 28 0 0 1 27 22 14 split_gain=5399.5 796.262 579.87 560.764 249.067 145.668 188.145 159.021 126.416 126.15 118.508 99.1948 85.1354 79.1383 68.847 65.6729 55.469 73.3523 53.478 53.1447 42.7266 41.5661 38.8595 35.0334 33.5343 57.6352 33.4699 40.3103 32.0172 31.0289 threshold=19133.008352018198 15764.515760885401 22817.826319282514 -812.17424999999901 -106.137999999999 -234.31749999999917 14809.799765270784 8.5000000000000018 7.5000000000000009 4.5000000000000009 79.704393223827026 19513.473750000001 14608.314500000002 140.39343239875549 80.500000000000014 21004.050656730276 -0.70710678118654735 23670.515000000003 19.500000000000004 17977.317152402316 -0.78656609248549325 -725.25825000000066 523.30664346596188 17849.101794540828 20.500000000000004 19.500000000000004 1.0000000180025095e-35 639.94024999999976 19969.137500000004 0.5475998096715059 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 5 4 14 10 -1 -7 13 -6 12 -2 -11 -5 -8 23 21 22 -18 -17 26 29 -10 24 -3 25 -12 -14 -28 -23 -13 right_child=2 3 -4 9 8 6 7 -9 15 11 16 20 19 -15 -16 18 17 -19 -20 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-31.74967559727229 2.9678813197229466 -5.6373195769249653 49.671675086652684 -1.5292323441563349 27.178243405554603 -36.958333838567341 -4.1638231877633372 -8.4718607364852865 0.30293633953857352 -4.8915259192395757 0.21624696671075072 -4.2696568231304264 -1.2287616694869941 3.4452781435046198 -9.8482046370880933 6.8887979327236826 0.52604128625476732 5.7229771954759778 0.7785174830551842 5.7512355876511725 -0.43103705441229978 2.2209596728783798 -5.7731359753619476 -0.79400432241556707 0.62335405170750169 -6.7787248518146956 1.4695897327324201 -3.7913911592398652 3.7575539820927952 -0.035797259866667444 leaf_weight=11041 2215 954 9296 4375 2340 3555 523 1514 1379 2574 881 1616 1041 1349 5254 6347 4169 516 743 1521 5293 3200 394 927 1356 640 2789 319 5709 643 leaf_count=11041 2215 954 9296 4375 2340 3555 523 1514 1379 2574 881 1616 1041 1349 5254 6347 4169 516 743 1521 5293 3200 394 927 1356 640 2789 319 5709 643 internal_value=-0.000449138 -0.00985603 0.0104229 -0.00555189 0.00770919 -0.0163919 -0.0118513 -0.00510337 0.0103317 -0.00214268 0.00262511 -0.0052933 0.00103335 0.00269231 -0.0151899 0.0091564 0.000346908 0.00313767 0.0121185 0.00426808 -0.00298199 0.00711509 -0.00365026 -0.00862307 -0.00203684 -0.0061144 0.00192336 0.00400257 0.00811539 -0.00758743 internal_weight=84473 45288 39185 27306 29889 17982 6941 3386 19718 20171 10171 10126 10045 1872 7135 17378 7956 4685 7090 5670 7552 10288 3271 1881 2877 1521 4149 3108 8909 2259 internal_count=84473 45288 39185 27306 29889 17982 6941 3386 19718 20171 10171 10126 10045 1872 7135 17378 7956 4685 7090 5670 7552 10288 3271 1881 2877 1521 4149 3108 8909 2259 is_linear=0 shrinkage=0.04 Tree=51 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 9 30 31 29 28 30 28 30 1 24 14 23 27 30 23 30 28 0 10 20 30 28 14 28 split_gain=5204.53 785.376 512.131 557.686 366.79 182.233 175.962 146.412 102.074 92.0498 77.6004 76.364 68.9824 59.3638 53.2651 80.3214 71.6867 49.2304 52.2089 44.259 60.8958 40.7143 37.8791 36.1668 43.2841 35.8785 34.4217 32.5871 30.2089 29.5444 threshold=18217.388791746944 22877.189272965905 14899.399445517796 -318.74499999999892 19.500000000000004 21082.664207816735 0.78656609248549325 561.02947301335178 20040.33291666667 16097.271108229166 19390.206085185499 116.69458341576747 19390.206085185499 401.27195983711186 1.0000000180025095e-35 -1582.5997500000001 -0.54219087765047058 1651.0650000000007 -224.19249999999917 53.327762620453861 1258.8235000000006 184.28541776231103 17276.846697237805 20.500000000000004 -0.78656609248549325 19002.839750000003 173.39693547177228 16319.168230361292 -0.031174269516803289 20211.640412693279 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=2 4 -1 8 5 7 9 12 25 26 13 -8 -2 -6 -12 29 -17 18 -14 -7 -21 22 -10 24 -11 -4 -5 -13 -29 -16 right_child=1 -3 3 6 10 19 11 -9 21 23 14 27 17 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-45.350117738473052 0.61456116905217639 49.291800270686508 -12.811355283849844 -6.650878749845142 -0.30748874855009489 5.5138143881223369 -2.8853444754223165 20.07861697057626 -1.7810902036230254 -3.861283025116427 2.9639867937352391 2.785161398075179 1.0986988905484032 -4.0933980706740112 0.06388613719405839 1.0422449508917635 -3.3267673681247105 10.426701612812321 2.9521117825665715 6.108911008775685 27.065982286924193 -4.2034275266870829 0.81488707176751629 -9.6862037199921911 -0.34356624717576778 -5.128732930569095 -3.2948957110390986 -1.6250768197731669 1.3251140566499817 4.3643576712597865 leaf_weight=10656 6257 8964 7793 2513 1245 2152 1183 1772 1023 1666 1576 2422 4359 1276 513 1022 1986 763 6988 5756 1268 1010 464 515 3617 914 830 1390 1966 614 leaf_count=10656 6257 8964 7793 2513 1245 2152 1183 1772 1023 1666 1576 2422 4359 1276 513 1022 1986 763 6988 5756 1268 1010 464 515 3617 914 830 1390 1966 614 internal_value=-0.00044677 0.00852315 -0.0114367 -0.00853439 0.00598343 0.00807846 -0.00376599 0.00594965 -0.0153874 -0.00741494 -0.00147716 0.00102571 0.00489029 -0.00732249 0.00110313 -0.00128174 -0.00469415 0.00665235 0.00599101 0.0127507 0.011213 -0.00825791 -0.00404842 -0.00436702 -0.00338065 -0.017432 -0.0127012 0.00292143 0.000369487 0.00782609 internal_weight=84473 46511 37962 27306 37547 29315 16102 20139 11204 9141 8232 6961 18367 2521 5711 4135 3008 12110 11347 9176 7024 2497 1487 5798 5283 8707 3343 5778 3356 1127 internal_count=84473 46511 37962 27306 37547 29315 16102 20139 11204 9141 8232 6961 18367 2521 5711 4135 3008 12110 11347 9176 7024 2497 1487 5798 5283 8707 3343 5778 3356 1127 is_linear=0 shrinkage=0.04 Tree=52 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 30 30 34 17 0 28 28 10 1 15 30 23 30 30 0 23 27 28 30 13 13 28 30 10 split_gain=5008.33 789.317 510.426 554.845 364.049 184.157 169.842 134.263 115.639 108.12 85.8765 68.9187 63.1713 55.5895 51.0388 49.8014 47.6388 67.0506 44.6301 44.4855 44.06 40.784 40.077 39.6106 38.4554 37.5434 36.112 36.0909 33.3324 33.992 threshold=18217.388791746944 22943.160399336277 14809.799765270784 -240.89600000000061 19.500000000000004 21004.050656730276 173.39693547177228 561.02947301335178 22752.113750000004 16013.677500000003 19.500000000000004 19133.008352018198 19524.404585156619 0.60355339059327384 2.5000000000000004 20962.691000000003 53.327762620453861 1258.8235000000006 213.12106874355172 67.076844074128658 5.5000000000000009 1651.0650000000007 -224.19249999999917 22105.440169433143 391.74903798481489 0.30983042691905771 -0.83377653105606597 19988.161562211553 36.912391621208322 -0.78656609248549325 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=2 4 -1 8 5 7 9 12 13 19 20 24 -2 -4 23 21 -7 -18 25 -5 -8 22 -14 26 -6 -10 -13 -28 -11 -30 right_child=1 -3 3 6 11 16 10 -9 18 28 -12 14 15 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-46.647127664387334 0.69670306152984274 49.011925134859048 -4.9170629452465802 -6.9056021843436612 -0.56837652952497597 5.2189146657067615 3.0902655368532579 19.007668104838668 -3.09254087270936 -2.043658657861597 -13.569886863880239 -1.8851446089035018 1.4019897301771562 -12.230515239910019 -2.1909915076356263 -2.0866289973718812 5.7411733859908418 25.846927446076151 -5.0243786905482555 -3.7367426191330742 0.047399010342487599 10.148203293234692 3.0607782729370228 -2.2116343194188084 -4.0785693066181556 -0.070352069673826914 0.026066493420366897 2.7285420203111426 -3.8798035375439941 0.35910005168181669 leaf_weight=9990 7157 8632 1005 1500 900 2370 1959 1745 797 1024 429 643 3597 8431 1413 486 6231 1387 888 2524 4769 675 5943 617 1044 1256 1371 2300 830 2560 leaf_count=9990 7157 8632 1005 1500 900 2370 1959 1745 797 1024 429 643 3597 8431 1413 486 6231 1387 888 2524 4769 675 5943 617 1044 1256 1371 2300 830 2560 internal_value=-0.000460976 0.00833824 -0.0112418 -0.0084699 0.00585074 0.00792606 -0.00345111 0.00567362 -0.0147936 -0.00729557 0.00108146 -0.00155888 0.00463882 -0.0169521 0.000460277 0.00658443 0.0123468 0.010806 -0.00786807 -0.0120378 0.00218787 0.00717964 0.00650734 0.00238086 -0.00814815 -0.00462737 0.00373667 0.00526832 -0.00297236 -0.00106195 internal_weight=84473 46511 37962 27972 37879 29591 15595 19603 12377 8438 7157 8288 17858 9436 6344 10701 9988 7618 2941 4024 6728 10215 9540 4931 1944 2053 4314 3671 4414 3390 internal_count=84473 46511 37962 27972 37879 29591 15595 19603 12377 8438 7157 8288 17858 9436 6344 10701 9988 7618 2941 4024 6728 10215 9540 4931 1944 2053 4314 3671 4414 3390 is_linear=0 shrinkage=0.04 Tree=53 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 31 30 34 9 28 35 23 11 30 27 28 33 28 30 28 18 9 24 21 30 24 30 23 0 10 split_gain=4811.07 716.92 622.162 523.099 270.127 135.841 121.493 121.096 120.462 261.515 83.0954 75.5753 74.2215 67 61.0396 58.2167 47.5118 59.2636 46.3124 45.5295 41.5638 52.3254 39.8694 38.5436 36.9883 35.9372 31.7992 34.0585 34.1461 30.5895 threshold=19027.71006384405 15489.966145741115 23012.551498405235 -792.69900000000041 -89.279500000001448 20332.592460937503 94.950705173536093 18719.950000000004 0.91597561503675362 14622.35758875419 18805.788945312506 1651.0650000000007 -0.8783796973249266 166.86479013739611 -446.85875000000118 17315.650473998099 14629.025000000003 17977.317152402316 788.77855333263017 21559.751284171118 24102.260000000006 -0.60355339059327362 -1316.3049999999992 20745.797000000002 295.02951886111089 -173.73350000000025 60.789065066598525 626.64999999999975 9.5000000000000018 -0.37940952255126015 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 8 4 10 6 11 19 18 -1 -10 29 14 25 -11 26 -12 -14 22 -5 -2 -8 -22 -18 -16 -17 -9 -6 28 -28 -3 right_child=2 3 -4 7 5 -7 20 12 9 13 15 -13 16 -15 23 24 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-26.813610720103462 1.5037722141590348 0.84044947516391399 48.870901254464698 -5.5621330732242136 3.1879762078693603 15.810239343330904 -0.53125465033605002 -3.2317150926722391 -49.142828830755896 -3.6602662933247485 -7.5836363213418734 12.133066207773082 -1.0388848646241604 6.1576103081839761 2.5367577433600674 0.38026806630747162 -1.8570768155951374 4.7465125736439227 3.6236454058082748 5.9560484740501849 -1.5880132523919019 4.7448833163711246 0.68752036520309046 4.9968398921648625 -2.688413195589674 -1.0413955806643935 -3.8193897724610726 2.9460617495464247 0.71533761708080423 -10.616796418103332 leaf_weight=12356 2170 119 8300 2862 655 3676 7379 1814 2089 402 1190 1672 5694 804 6824 718 906 1572 164 891 252 604 4200 5011 1175 3762 520 1246 984 4462 leaf_count=12356 2170 119 8300 2862 655 3676 7379 1814 2089 402 1190 1672 5694 804 6824 718 906 1572 164 891 252 604 4200 5011 1175 3762 520 1246 984 4462 internal_value=-0.000475655 -0.00956852 0.00954609 -0.00580627 0.00700665 0.00973383 0.00203612 -0.00253838 -0.0164526 -0.00965706 -0.0147495 0.00821902 -0.00129039 0.00517413 0.00733333 -0.0096724 0.000436469 0.00272537 -0.00994052 0.00884025 -0.000493018 0.00785047 0.000634548 0.00869117 -0.00531432 -0.00512195 0.0026138 0.000727273 -0.00332447 -0.0181663 internal_weight=84473 44289 40184 28638 31884 20588 11296 20974 15651 3295 7664 16912 17948 1206 15240 3083 12372 6678 3026 3061 8235 856 5106 11835 1893 5576 3405 2750 1504 4581 internal_count=84473 44289 40184 28638 31884 20588 11296 20974 15651 3295 7664 16912 17948 1206 15240 3083 12372 6678 3026 3061 8235 856 5106 11835 1893 5576 3405 2750 1504 4581 is_linear=0 shrinkage=0.04 Tree=54 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 9 30 34 29 30 28 19 0 14 23 30 23 30 27 0 30 0 10 30 20 30 2 29 29 split_gain=4609.39 797.97 507.169 556.133 365.715 199.229 177.583 135.859 111.44 91.5559 78.2578 65.4208 62.8467 60.3571 93.1377 52.4642 48.4217 45.8602 69.6008 44.084 43.5089 47.5166 38.8738 40.8916 37.1243 36.7844 35.8416 35.7414 35.307 34.8064 threshold=18121.038293326081 23084.306714417227 14714.822753354589 -369.98400000000032 19.500000000000004 21082.664207816735 0.78656609248549325 577.15728802371325 22688.665000000005 16097.271108229166 63.976663492157464 19524.404585156619 18838.363750000004 21.500000000000004 -0.32613736746952143 1651.0650000000007 378.79390869293047 1471.2150000000004 60.789065066598525 -239.10399999999842 20.500000000000004 479.12341686379733 20.500000000000004 -0.78656609248549325 173.39693547177228 18575.243500000004 170.1971875720354 1.0000000180025095e-35 21723.144663509007 20541.285954723691 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=2 4 -1 8 5 7 9 11 25 24 -8 -2 16 14 -14 19 -6 18 -7 -13 -16 -22 23 -11 -5 -4 -10 -12 -15 -18 right_child=1 -3 3 6 12 17 10 -9 26 22 27 15 13 28 20 -17 29 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-46.575359797212876 0.57524719864028162 48.820518329286131 -12.730366540885734 -5.9140915719027545 0.20125274484948022 5.051691717711801 -4.4603575312913382 18.056344739388805 -0.7837669407495923 -3.6797033975820526 4.4626380067426359 0.91866151388268924 2.7944802637933752 0.80263361158562474 -4.5638273930887223 9.5403076426984637 -3.6524351943148941 26.646349924084351 5.9981273571087517 2.6940327113793319 1.4918848809262273 -2.0938133528090841 -9.0056004866916197 -0.29611898829025451 -3.3149448037846017 -5.1579515426502622 -3.7295486445812278 0.45626323367701843 5.8197263467921587 -0.27331811938442113 leaf_weight=9324 7596 7968 7393 2964 1186 2675 596 1760 1306 1602 843 3956 1334 786 1216 749 1628 1161 6180 6548 711 581 539 3751 921 1021 1231 5805 398 744 leaf_count=9324 7596 7968 7393 2964 1186 2675 596 1760 1306 1602 843 3956 1334 786 1216 749 1628 1161 6180 6548 711 581 539 3751 921 1021 1231 5805 398 744 internal_value=-0.000455293 0.00785256 -0.0109642 -0.00827113 0.00550741 0.00755265 -0.00374714 0.00530351 -0.0153027 -0.00726399 0.000999448 0.0043111 -0.00178938 0.00109033 -0.00134305 0.00624722 -0.00585722 0.0121805 0.0112005 0.0055179 -0.00588517 -0.000773994 -0.00412084 -0.00308986 -0.0120309 -0.0175184 -0.00795428 0.00224428 0.00898649 -0.00915683 internal_weight=84473 47177 37296 27972 39209 30625 17021 20609 10951 9777 7244 18849 8584 5026 3842 11253 3558 10016 8855 10504 2508 1292 5892 5353 3885 8414 2537 6648 1184 2372 internal_count=84473 47177 37296 27972 39209 30625 17021 20609 10951 9777 7244 18849 8584 5026 3842 11253 3558 10016 8855 10504 2508 1292 5892 5353 3885 8414 2537 6648 1184 2372 is_linear=0 shrinkage=0.04 Tree=55 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 0 34 30 30 28 23 19 9 0 14 10 23 30 30 27 30 0 13 2 28 30 28 14 23 split_gain=4442.66 797.484 507.225 550.35 343.242 186.104 159.758 131.255 128.599 76.1648 67.0204 62.9564 60.6293 59.9467 58.0463 96.8407 56.7746 46.9127 69.6734 45.6577 43.7009 41.3395 44.6665 41.0363 37.3612 37.1419 36.551 35.3415 33.6336 33.5363 threshold=18121.038293326081 23084.306714417227 14665.253411049778 -240.89600000000061 19.500000000000004 21082.664207816735 8.5000000000000018 22688.665000000005 633.14466143343873 55.472904645504578 19390.206085185499 1651.0650000000007 18838.363750000004 -0.78656609248549303 20.500000000000004 -0.10837475778693638 0.37940952255126048 1471.2150000000004 60.789065066598525 378.79390869293047 -53.328999999998807 492.80080014037742 21.500000000000004 0.24372619187392155 1.0000000180025095e-35 15569.011563839465 34.714553625818816 16449.242336158106 0.19969739736768838 14.230000000000475 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=2 4 -1 7 5 8 9 16 10 25 -2 20 19 -8 15 -14 -4 18 -7 -6 26 -16 -23 -9 -11 -5 -12 -15 -21 -20 right_child=1 -3 3 6 12 17 13 23 -10 24 11 -13 14 27 21 -17 -18 -19 29 28 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-46.530216499074378 0.46068781531779679 46.867697596114738 -4.291457690251991 -5.3680806097244567 0.1932026350554952 4.8496240490033236 -1.166888379390657 -4.1106633218388016 19.672775623636262 4.0188343672466003 1.8547334561252502 9.6868413313460042 1.9820101419444109 -7.365298618748966 2.0922386433450448 -4.6785153772895134 -11.336645684720789 25.580495927120939 2.5664526100017246 -3.8166700079329896 2.7628644910728326 -2.4632733911399556 2.1017380059965944 -0.68671534515779065 0.34861460284664647 -0.57557685482679521 0.82328223489646923 -3.1210767512127497 -0.64046180357545379 7.8485765720681231 leaf_weight=8991 6878 7968 941 548 1186 2675 2830 1187 1419 949 773 948 914 2092 2128 1052 8692 1161 2399 1389 5358 515 417 1754 6427 557 5233 2328 983 3781 leaf_count=8991 6878 7968 941 548 1186 2675 2830 1187 1419 949 773 948 914 2092 2128 1052 8692 1161 2399 1389 5358 515 417 1754 6427 557 5233 2328 983 3781 internal_value=-0.000480864 0.00767535 -0.0107979 -0.00816887 0.00533092 0.00731233 -0.00318225 -0.0144075 0.00513853 0.000544747 0.00427931 0.00604613 -0.00173812 -0.00754207 0.00109033 -0.00427263 -0.0166656 0.0117851 0.0107939 -0.00573356 0.00521999 0.00453595 -0.00248927 -0.00701122 0.00201193 -0.00924887 0.00287712 -0.0104525 -0.00893761 0.00845955 internal_weight=84473 47177 37296 28305 39209 30625 15731 12574 20609 8481 19190 12312 8584 7250 5026 1966 9633 10016 8855 3558 11364 3060 932 2941 7376 1105 6006 4420 2372 6180 internal_count=84473 47177 37296 28305 39209 30625 15731 12574 20609 8481 19190 12312 8584 7250 5026 1966 9633 10016 8855 3558 11364 3060 932 2941 7376 1105 6006 4420 2372 6180 is_linear=0 shrinkage=0.04 Tree=56 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 30 31 9 28 28 24 28 30 30 23 28 30 2 14 27 21 9 17 0 0 30 14 9 22 33 split_gain=4248.51 719.424 594.066 531.674 249.844 136.244 131.665 119.385 133.397 100.04 93.1811 161.937 101.547 90.9747 66.654 64.1343 59.486 58.8989 49.4487 48.9287 42.5959 39.4052 71.5246 42.4023 44.5509 68.8355 55.1203 33.7714 33.5207 31.3274 threshold=19133.008352018198 15223.235745933016 23224.351260753909 -753.72249999999883 -23.843499999999036 94.950705173536093 20371.364934895839 0.60355339059327384 16815.766769791775 17509.054711704888 -318.35050000000041 14571.017363606739 242.5834431552278 313.7494631404245 1651.0650000000007 21559.751284171118 291.78088285336821 4.5000000000000009 -0.031174269516803289 -446.85875000000118 17769.425750000006 -0.70710678118654735 23670.515000000003 18.500000000000004 20.500000000000004 479.12341686379733 -0.074115882986646633 -0.78656609248549303 20805.510500000004 13283.762000000001 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 10 4 9 5 15 14 8 27 -3 -1 -12 29 -11 19 -2 17 -9 20 -6 -18 23 -23 -7 26 -26 -25 -5 -21 -13 right_child=2 3 -4 7 6 21 -8 16 -10 13 11 12 -14 -15 -16 -17 18 -19 -20 28 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-35.12846096411144 1.2627686547364283 -10.577668523429274 48.549317817270207 -1.7724102995454813 1.278046652143239 4.5618029729711269 16.077240697309318 0.28963822887570134 -0.74268944720621222 0.46663020188694648 -34.715400152823747 -8.0423314754686732 5.4225363671638842 -4.1923760535159094 11.188743149240473 5.5915288806016905 2.9599470341826235 -2.3366336038410371 4.4875290831048185 2.412988759555883 -1.4655802094846149 0.17653368171697367 4.9202403557220533 3.1842367419922812 1.4167427067847167 -2.2876648788705642 -6.3980823774963937 -5.3015995410940375 4.8227852044641626 -1.6933674058239558 leaf_weight=7942 2768 5196 7304 1282 3097 738 3659 3386 8355 918 3252 727 598 2543 1621 1335 954 2009 2095 5677 1542 4433 542 244 1067 863 1084 3688 4753 801 leaf_count=7942 2768 5196 7304 1282 3097 738 3659 3386 8355 918 3252 727 598 2543 1621 1335 954 2009 2095 5677 1542 4433 542 244 1067 863 1084 3688 4753 801 internal_value=-0.000503119 -0.00884738 0.00914074 -0.00559309 0.00678335 0.00253633 0.00973574 -0.00244949 -0.00492758 -0.014058 -0.0166577 -0.012592 -0.00400753 -0.00878937 0.00809084 0.00857421 0.0008572 -0.00199073 0.00420388 0.00717232 0.000400641 -0.00022517 0.00215075 -0.00318318 -0.00514426 -0.00126425 -0.0107831 -0.0101167 0.00848322 -0.00947644 internal_weight=84473 45288 39185 31968 31881 13074 18807 23311 13325 8657 13320 5378 2126 3461 15148 4103 9986 5395 4591 13527 2496 8971 4975 3996 3258 1930 1328 4970 10430 1528 internal_count=84473 45288 39185 31968 31881 13074 18807 23311 13325 8657 13320 5378 2126 3461 15148 4103 9986 5395 4591 13527 2496 8971 4975 3996 3258 1930 1328 4970 10430 1528 is_linear=0 shrinkage=0.04 Tree=57 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 21 9 34 29 30 30 30 19 0 14 28 28 10 20 30 21 16 30 23 0 15 0 10 0 30 split_gain=4108.28 783.118 517.744 524.692 312.825 177.034 154.019 126.22 88.963 79.6935 72.2253 63.5139 54.6143 54.9936 77.9586 54.2076 50.7912 47.4672 43.0084 41.7871 41.6821 41.3906 42.3917 38.7043 36.2119 42.4348 35.5434 43.7199 35.3001 36.923 threshold=18121.038293326081 23084.306714417227 14622.35758875419 -369.98400000000032 19.500000000000004 20959.786000000004 0.78656609248549325 22688.665000000005 16057.905503601514 116.69458341576747 276.51810097865274 694.67035271912448 18915.707750000005 21.500000000000004 -0.29342786347392819 21938.084385237293 19488.847939490683 -0.78656609248549325 18575.243500000004 378.79390869293047 17811.214000000004 18992.588000000003 66.029477586038738 -1046.3074999999988 19.500000000000004 23913.832500000004 19.500000000000004 -0.78656609248549325 20.500000000000004 479.12341686379733 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=2 4 -1 7 5 11 8 18 -5 -8 15 16 19 14 -14 -7 -2 -12 -4 -6 -11 -18 -23 -9 -3 -26 27 -10 -16 -30 right_child=1 24 3 6 12 10 9 23 26 20 17 -13 13 -15 28 -17 21 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-44.971720963046977 0.54245767601649275 45.563282604579435 -11.492085810743738 -4.9043077558056396 0.1422291652126296 2.661264999814084 -2.6239286766126315 -4.1987880451482491 -3.3026348619229977 2.1981436392650724 0.006420351861015661 16.905178629177971 2.4345257253058663 2.5634304280261859 -4.1598101212608167 6.4800118438142089 7.2860075159491684 22.289187015183781 -4.4100403330471458 -2.0958221314786352 -0.60570805268944239 2.0238518079787173 1.7840936360716295 -0.77476369824042202 -1.2730616560847556 26.582797718915245 -6.2959036739633305 0.11754402919490531 1.2324935912375805 -1.8420857358863578 leaf_weight=8658 7091 7310 7629 3969 1230 5744 1426 823 1630 3910 253 593 1371 1103 1175 3596 1147 2304 1026 2461 2137 3232 6665 1715 263 395 997 3376 691 553 leaf_count=8658 7091 7310 7629 3969 1230 5744 1426 823 1630 3910 253 593 1371 1103 1175 3596 1147 2304 1026 2461 2137 3232 6665 1715 263 395 997 3376 691 553 internal_value=-0.000500278 0.00734298 -0.0104215 -0.00783016 0.00501977 0.00691135 -0.00349326 -0.0145895 -0.00674689 0.000848388 0.0107271 0.0044874 -0.0017288 0.00104231 -0.00124538 0.00909636 0.00406617 0.0166836 -0.0168897 -0.00540233 0.00285431 0.0057624 0.00492877 -0.00674547 0.0187751 0.00978723 -0.00367483 -0.00230124 -0.00556428 -0.000868167 internal_weight=84473 47177 37296 28638 39209 30625 17445 11193 9972 7473 11897 18728 8584 4893 3790 9340 18135 2557 8655 3691 6047 11044 9897 2538 7968 658 6003 5006 2419 1244 internal_count=84473 47177 37296 28638 39209 30625 17445 11193 9972 7473 11897 18728 8584 4893 3790 9340 18135 2557 8655 3691 6047 11044 9897 2538 7968 658 6003 5006 2419 1244 is_linear=0 shrinkage=0.04 Tree=58 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 34 9 30 31 23 29 30 28 28 10 20 11 30 27 18 28 13 30 30 9 0 28 30 0 33 split_gain=3953.54 788.729 506.987 507.605 307.966 172.068 142.213 138.011 128.018 86.7266 83.8266 73.0764 59.2223 58.9308 51.3437 48.8343 48.722 47.1686 41.9147 40.4816 40.4392 35.9539 33.6081 33.3252 37.409 64.6769 41.0781 34.6751 32.4525 32.4374 threshold=18121.038293326081 23224.351260753909 14622.35758875419 -369.98400000000032 -72.893749999999258 22083.345000000005 0.78656609248549325 94.950705173536093 19616.012182291674 988.43500000000142 16057.905503601514 116.69458341576747 19524.404585156619 21559.751284171118 0.37940952255126048 18433.471000000005 -0.8783796973249266 225.0276895985867 -354.55500000000023 24708.826250000002 16319.168230361292 0.57782244426053786 155.46689011721136 499.11774944669639 -0.78656609248549303 19.500000000000004 19988.161562211553 344.46933688805467 6.5000000000000009 15317.765000000001 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=2 4 -1 8 7 12 10 13 15 14 22 -8 28 -2 16 -4 -7 21 -18 23 -13 -10 -5 24 25 -9 27 -26 -6 -12 right_child=1 -3 3 6 5 9 11 19 17 -11 29 20 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-43.172852124525086 1.0665363960270771 44.841056055277441 -11.675143171160453 -5.2795076331983362 10.861279074254126 1.5132201243921737 -2.5189715295481436 0.91907436948415122 -2.2376001115433612 16.846701409058877 -2.0355617891471773 2.7951978914010396 2.5362004361766597 5.063877691611415 -0.72601102326952971 -4.6234196831697778 3.1110250904628631 -4.1711314616353778 6.6498201226601665 5.0231852448103016 -0.12730518005453634 0.37939951549793477 -2.9800040508624082 -2.3170525366839136 0.38850592010909168 -6.2230082074333044 1.3400998552861711 -1.2232847303026939 0.1400054649640515 0.66841482268268015 leaf_weight=8658 2782 7304 7122 2820 205 1458 1426 1055 1108 3093 4973 2844 8696 1078 605 1093 1250 983 4666 352 3203 887 1149 1693 2400 906 3042 2069 4523 1030 leaf_count=8658 2782 7304 7122 2820 205 1458 1426 1055 1108 3093 4973 2844 8696 1078 605 1093 1250 983 4666 352 3203 887 1149 1693 2400 906 3042 2069 4523 1030 internal_value=-0.000501225 0.00719291 -0.0102338 -0.00766953 0.00497931 0.00776453 -0.00340384 0.000542368 -0.0143179 0.0114559 -0.00653028 0.000768098 0.0047199 0.00708808 0.00925179 -0.0168935 0.0101709 -0.00721289 0.011785 -0.00165147 0.00268894 -0.0036792 -0.0110406 -0.00207255 -0.00114865 -0.00606833 0.000135801 -0.00230477 0.00111675 -0.00354823 internal_weight=84473 47177 37296 28638 39873 24496 17445 15377 11193 11072 9972 7473 13424 3860 7979 8215 7374 2978 5916 11517 6047 1995 3969 11165 9472 1961 7511 4469 4728 6003 internal_count=84473 47177 37296 28638 39873 24496 17445 15377 11193 11072 9972 7473 13424 3860 7979 8215 7374 2978 5916 11517 6047 1995 3969 11165 9472 1961 7511 4469 4728 6003 is_linear=0 shrinkage=0.04 Tree=59 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 31 31 0 30 28 10 23 23 35 30 9 13 30 3 9 27 2 22 28 30 23 30 21 0 0 split_gain=3791.97 797.529 479.792 503.662 299.647 181.172 152.269 132.606 94.3929 85.8903 80.6856 69.3622 62.5842 59.2537 57.5159 55.6072 49.0594 48.702 47.6602 44.3556 39.9455 38.2798 33.4634 32.1007 36.0493 31.576 31.8364 31.4786 31.3534 31.1672 threshold=17977.317152402316 23224.351260753909 14522.782134978535 -187.67000000000004 -168.84750000000074 20160.749250000004 19616.012182291674 8.5000000000000018 94.950705173536093 19524.404585156619 0.60355339059327384 1747.2570000000007 642.76449999999943 20912.489877232147 55.472904645504578 -0.78656609248549303 0.48314048284850658 694.67035271912448 62.500000000000007 -0.78656609248549303 -466.64549999999866 1.0000000180025095e-35 20732.470000000005 19317.323617331283 436.49130984195347 883.73149999999998 250.60493373101357 15175.211000000001 19.500000000000004 18.500000000000004 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=2 4 -1 6 8 9 10 14 -2 17 -4 20 28 -12 -5 -9 -8 -6 19 29 -11 -16 -22 24 -20 26 27 -23 -7 -10 right_child=1 -3 3 7 5 12 16 15 18 11 13 -13 -14 -15 21 -17 -18 -19 23 -21 22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-45.188140830438826 1.9529101551443455 43.047413813066377 -3.6381438263646122 -2.7679007788375749 0.28531985760389944 5.3231793670706979 -3.0999884425403437 -0.9508774283983803 8.8120580513887408 1.1142816745954043 -10.829598031918504 11.066733223392367 19.427709965956456 0.92292409219226101 3.8154733683216548 -4.7003772030759139 -0.34277975336321104 9.9606709160890023 -1.1205030555553095 1.1588134287651337 1.9749560230200587 -2.9253082580759657 4.0004842766188817 -0.55064560170343613 -4.425427993469202 -2.0704736898373812 2.8137031110487443 0.55786475666602198 -2.3766707644212874 -6.7237507738303979 leaf_weight=7992 2485 7304 1276 944 6239 2959 1785 2665 69 3243 8356 1134 2590 211 944 4101 1670 397 1948 2523 5639 751 5424 4733 992 1123 2095 2384 152 345 leaf_count=7992 2485 7304 1276 944 6239 2959 1785 2665 69 3243 8356 1134 2590 211 944 4101 1670 397 1948 2523 5639 751 5424 4733 992 1123 2095 2384 152 345 internal_value=-0.000505487 0.00685071 -0.0102692 -0.00782547 0.00467508 0.00702668 -0.0134938 -0.00280269 -0.000313097 0.00538503 -0.0160297 0.00702073 0.0133836 -0.0174273 0.000604296 -0.00695241 -0.00626918 0.00157926 -0.00195664 0.00237657 0.0062659 0.00180622 0.00741029 -0.00361527 -0.00689796 0.000689438 0.00199618 -0.000555024 0.00955963 -0.00975845 internal_weight=84473 48176 36297 28305 40872 27777 13298 15007 13095 22076 9843 15440 5701 8567 8241 6766 3455 6636 10610 2937 14306 7297 11063 7673 2940 6353 5230 3135 3111 414 internal_count=84473 48176 36297 28305 40872 27777 13298 15007 13095 22076 9843 15440 5701 8567 8241 6766 3455 6636 10610 2937 14306 7297 11063 7673 2940 6353 5230 3135 3111 414 is_linear=0 shrinkage=0.04 Tree=60 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 31 30 34 24 28 30 28 28 23 28 30 23 10 11 0 9 27 0 0 2 30 1 8 23 9 split_gain=3639.56 663.169 622.531 455.953 227.635 148.904 131.951 116.015 105.682 157.269 103.151 79.5115 77.3478 71.861 121.852 61.6591 58.7636 50.9925 46.9958 44.4176 41.6453 38.6308 36.1511 35.4571 34.7522 33.1171 32.9008 38.3278 30.169 29.9528 threshold=19027.71006384405 15146.73627039691 23358.803016599537 -908.86450000000048 29.072499999998403 20371.364934895839 94.950705173536093 18719.950000000004 -276.59875000000005 14368.713704698568 208.82929518272462 17977.317152402316 21559.751284171118 -168.84750000000074 15803.620355005065 51.295582621867133 1747.2570000000007 0.60355339059327384 -0.8783796973249266 6.5000000000000009 -0.78656609248549303 -446.85875000000118 6.5000000000000009 7.5000000000000009 1.0000000180025095e-35 355.32393539782009 2.5000000000000004 1.0000000180025095e-35 626.64999999999975 0.37940952255126054 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 8 4 11 6 16 12 17 -1 -10 -11 -3 -2 14 -9 -15 21 22 -16 24 -21 -6 -5 -12 -17 -13 29 -28 -7 -8 right_child=2 3 -4 7 5 28 26 13 9 10 23 25 -14 15 18 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-31.26375925763514 1.034709966907394 -8.4879891808223338 45.562400005662496 2.8507645665107701 1.1174567212197872 7.0088756364175788 0.61481976867806221 -5.0079835625200939 -34.41267975200099 -4.9382544469913414 7.719903896699325 0.19587054063580581 4.9106672957078263 -1.6289709650453006 -2.6509663187327535 5.6053210882107667 9.7391973304528801 -13.017095818439557 0.12400323226393084 1.7048802138138854 -1.3276142212238484 3.1166686282405864 -3.1047556861490375 -2.4335226989872898 1.1261426080949242 -3.0314096326117581 0.53406600010690453 -3.420624910525512 20.964290412295743 -3.1214978507140767 leaf_weight=7804 3565 5307 6640 274 3099 1574 7086 1518 2562 1463 511 612 1746 1791 1474 481 1565 1023 3638 1911 5046 9607 2510 314 4798 1252 1204 1305 2184 609 leaf_count=7804 3565 5307 6640 274 3099 1574 7086 1518 2562 1463 511 612 1746 1791 1474 481 1565 1023 3638 1911 5046 9607 2510 314 4798 1252 1204 1305 2184 609 internal_value=-0.000527269 -0.00843595 0.00818933 -0.00534029 0.00597424 0.00903101 0.00242217 -0.00274035 -0.0161751 -0.0115381 -0.00391608 -0.01421 0.0075353 -0.00155783 -0.00498944 6.4162e-05 0.00716558 -0.00915682 -0.00203443 0.00107878 -0.00102055 0.00626476 -0.00635057 0.00739394 0.00384543 -0.007103 -0.000239122 -0.00421682 0.016115 0.00105783 internal_weight=84473 44289 40184 31635 33544 18029 15515 24464 12654 4850 2288 7171 5311 20657 6630 14027 14271 3807 5112 12236 6957 12706 2784 825 5279 1864 10204 2509 3758 7695 internal_count=84473 44289 40184 31635 33544 18029 15515 24464 12654 4850 2288 7171 5311 20657 6630 14027 14271 3807 5112 12236 6957 12706 2784 825 5279 1864 10204 2509 3758 7695 is_linear=0 shrinkage=0.04 Tree=61 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 21 9 31 29 30 30 30 28 1 10 20 28 28 28 0 16 21 30 13 30 10 0 2 17 30 split_gain=3496.85 778.115 489.51 504.318 282.073 193.66 137.814 120.303 93.3407 81.3163 70.8534 69.8159 65.6261 54.979 49.0333 43.9335 41.2531 43.8481 40.1462 39.4156 38.9487 38.5574 41.1201 38.2853 36.7686 36.3783 34.1006 31.4092 31.2294 30.2357 threshold=17977.317152402316 23291.588217059209 14477.442080002065 -414.90749999999929 19.500000000000004 20959.786000000004 0.78656609248549325 19616.012182291674 15789.661587053039 279.39745743895998 671.4688051908488 88.20997262289427 21938.084385237293 2.5000000000000004 -0.78656609248549325 18433.471000000005 19170.71226787673 22105.440169433143 19488.847939490683 20.500000000000004 18992.588000000003 17684.035000000003 250.60493373101357 0.24372619187392155 415.08111354901916 -0.78656609248549325 14.500000000000002 5.5000000000000009 23828.941250000003 66.029477586038738 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=2 4 -1 7 5 10 8 15 -5 12 18 -8 26 16 -11 -4 24 28 -2 25 -20 22 27 -9 -6 -10 -7 -13 -18 -22 right_child=1 -3 3 6 13 9 11 23 19 14 -12 21 -14 -15 -16 -17 17 -19 20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-43.876849996529785 0.3591672496296815 41.344943067935965 -11.07270514845044 -5.1146006727165512 0.046590274713526017 1.0094798120274209 -2.8537631142117972 -3.5223840867824765 -3.1813037123068355 0.099445281671796698 13.437220011804385 1.0820563232808491 6.0948286761988859 -2.5176998963566439 20.036674544485358 -4.1045710624264027 0.64631578428001379 -1.8764219180150394 6.1387470198210217 -8.5399487840486117 1.6711813287281256 -0.69583178520129874 3.7717447475363226 -0.49951550796715311 -3.4060422862869748 -0.27110648514812058 3.6879623099532912 -3.0497491000402079 4.1173454563277483 1.5341177629881713 leaf_weight=7659 7675 6972 7096 3615 955 3203 1104 1158 1715 267 732 1875 4320 2099 2352 915 3919 798 1124 635 3250 2190 2046 1463 898 4442 2575 384 332 6705 leaf_count=7659 7675 6972 7096 3615 955 3203 1104 1158 1715 267 732 1875 4320 2099 2352 915 3919 798 1124 635 3250 2190 2046 1463 898 4442 2575 384 332 6705 internal_value=-0.000523954 0.00654019 -0.00989999 -0.00749773 0.00444908 0.0061988 -0.00341886 -0.0144056 -0.00640915 0.0100385 0.00369291 0.000676405 0.00840959 -0.00181091 0.0163192 -0.0168393 -8.69313e-05 0.00178649 0.00321638 -0.00364547 0.00475675 0.00225712 0.00445528 -0.00696681 -0.00519158 -0.00266688 0.00562132 0.000734838 0.00340155 0.00395982 internal_weight=84473 48176 36297 28638 41204 32203 18006 10632 10407 12717 19486 7599 10098 9001 2619 8011 6902 5049 18754 6792 11079 6495 4305 2621 1853 6157 5778 2259 4251 9955 internal_count=84473 48176 36297 28638 41204 32203 18006 10632 10407 12717 19486 7599 10098 9001 2619 8011 6902 5049 18754 6792 11079 6495 4305 2621 1853 6157 5778 2259 4251 9955 is_linear=0 shrinkage=0.04 Tree=62 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 30 9 31 28 30 0 35 0 9 27 24 30 27 13 28 28 30 20 30 13 13 2 35 28 split_gain=3347.1 771.949 478.269 484.635 269.902 198.149 153.717 135.424 110.624 103.542 65.1492 62.9308 56.1157 53.503 50.765 51.299 50.3823 50.8445 50.0412 49.9358 46.9566 74.8782 52.4871 46.4065 46.0743 44.2114 39.9059 39.0235 37.1627 35.7887 threshold=17977.317152402316 23358.803016599537 14477.442080002065 -456.25699999999955 19.500000000000004 21604.701527638896 459.91916580134955 0.78656609248549325 19249.383359375006 15569.011563839465 63.976663492157464 14.500000000000002 18138.584064732149 8.5000000000000018 1.0000000180025095e-35 -634.22799999999722 2380.0257500000012 55.472904645504578 -92.754999999999185 -0.8041866928211282 22105.440169433143 19988.161562211553 370.86425803107755 18250.778500000004 276.51810097865274 0.69056404122701587 0.35846314187849709 4.5000000000000009 20799.395539434528 18989.589962288057 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=2 4 -1 8 5 6 11 9 23 -5 -9 14 -8 -11 -2 26 17 -7 -19 -6 21 22 -21 28 27 -13 -16 -10 -4 -17 right_child=1 -3 3 7 19 16 12 10 24 13 -12 25 -14 -15 15 29 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-42.121775996668582 -0.87244390994048449 42.086106282718539 -12.053743052626379 -5.0286913833363363 -2.8183472536815679 4.4833489561070747 2.4040063222317261 -3.450998026984744 -0.40397890275053217 0.50513831960321109 0.77136335441224224 1.3733333248446433 16.771595166039479 -2.343981238831184 1.1687476711068303 0.18471208286762703 17.688160403680087 2.018796505116188 9.0567296546023144 0.61781564725504723 -2.7107371118621084 1.5831628943009128 -1.6906965043766833 -4.3012282573453557 -4.6491069087931827 3.8546327934483999 -2.8228238455619432 -3.3962595242664975 3.2465342526818861 2.6946842751601801 leaf_weight=7659 3851 6640 5967 3115 1373 1810 815 725 1645 1598 6876 5908 1971 6187 1761 1971 1421 2263 2460 1727 959 2961 2023 919 894 2577 1333 643 69 4352 leaf_count=7659 3851 6640 5967 3115 1373 1810 815 725 1645 1598 6876 5908 1971 6187 1761 1971 1421 2263 2460 1727 959 2961 2023 919 894 2577 1333 643 69 4352 internal_value=-0.000532951 0.00637828 -0.00970604 -0.00733152 0.00435381 0.00605484 0.00427646 -0.00347981 -0.0143613 -0.00633761 0.00061834 0.00314347 0.0131228 -0.00387155 0.00142297 0.0030052 0.0115414 0.0100566 0.00787212 -0.00175827 -0.000500652 0.000682462 -0.003072 -0.0171876 -0.00818353 0.00583382 -0.00121526 -0.00517483 -0.0184626 0.00507038 internal_weight=84473 48176 36297 28638 41536 32493 24539 18501 10137 10900 7601 21753 2786 7785 13268 9417 7954 6533 4723 9043 7670 6711 3750 6955 3182 8485 3094 2288 6036 6323 internal_count=84473 48176 36297 28638 41536 32493 24539 18501 10137 10900 7601 21753 2786 7785 13268 9417 7954 6533 4723 9043 7670 6711 3750 6955 3182 8485 3094 2288 6036 6323 is_linear=0 shrinkage=0.04 Tree=63 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 31 30 30 17 10 20 14 0 13 24 30 1 13 28 35 27 35 13 30 10 15 23 30 13 split_gain=3201.96 750.764 474.548 485.761 266.687 200.465 155.75 146.154 125.568 91.4133 78.2338 66.6078 57.5533 57.4123 56.333 51.2407 52.0968 50.3085 48.1648 46.5117 55.0315 46.4325 42.8037 41.092 39.2218 37.8897 36.9276 36.1541 33.3406 32.5723 threshold=17977.317152402316 23430.140156976577 14368.713704698568 -267.60899999999941 19.500000000000004 21604.701527638896 19249.383359375006 459.91916580134955 173.39693547177228 15970.962500000003 0.60355339059327384 18250.778500000004 0.011826144619637555 14.500000000000002 0.48314048284850658 2489.1250000000023 55.472904645504578 1.5000000000000002 0.34235194516023087 22105.440169433143 20049.165231398812 44.588500000000757 20799.395539434528 0.69056404122701587 65.059847530345579 0.37940952255126048 14778.366000000002 64.033499999998654 291.78088285336821 -0.84315017450793706 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=2 4 -1 6 5 7 11 13 9 24 26 22 -9 18 -8 16 -7 27 -2 20 -19 -18 25 29 -5 -4 -10 -6 -16 -15 right_child=1 -3 3 8 17 15 14 12 10 -11 -12 -13 -14 23 28 -17 21 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-44.51707858434915 1.4101956767908996 42.556724531409856 2.4329890502878699 -4.9910858204012767 -0.25099462336031136 4.383813253487169 -3.2155859153295023 2.8696127456043907 4.307032882867861 -0.4964692744240165 -12.334119211411744 -4.0951429855108294 17.711339901813115 3.8296077741004413 0.15469908106177171 17.738544568290237 2.5846987547080063 -2.0000652963681933 -0.52236519029087503 -11.107437691953965 1.0558211169509741 9.2752763929167124 1.8489506756637275 3.7004474817104347 -2.6329014070483754 -11.210178454854905 0.39327760756452335 3.2554661307184869 -3.4558219909384933 0.69199790714483245 leaf_weight=6993 7237 6308 107 1911 3667 1879 2155 1050 1053 4317 317 1456 1736 1481 1580 1401 2896 2914 6031 455 963 2074 107 2577 3218 6941 5813 1080 329 4427 leaf_count=6993 7237 6308 107 1911 3667 1879 2155 1050 1053 4317 317 1456 1736 1481 1580 1401 2896 2914 6031 455 963 2074 107 2577 3218 6941 5813 1080 329 4427 internal_value=-0.000549998 0.00620973 -0.009522 -0.00728774 0.00427152 0.00595139 -0.0131866 0.0041379 -0.00279151 -0.00582257 0.00119449 -0.0162327 0.0127638 0.00303314 -0.00673228 0.0113455 0.0099197 -0.00179535 0.00138981 -0.00491228 -0.00349239 0.00777465 -0.0178197 0.00560283 -0.00943264 -0.0182009 0.00209147 0.00104908 -0.00172865 0.00376439 internal_weight=84473 48176 36297 29304 41868 32789 12675 24539 16629 9446 7183 8611 2786 21753 4064 8250 6849 9079 13268 4332 3877 4970 7155 8485 5129 7048 6866 4747 1909 5908 internal_count=84473 48176 36297 29304 41868 32789 12675 24539 16629 9446 7183 8611 2786 21753 4064 8250 6849 9079 13268 4332 3877 4970 7155 8485 5129 7048 6866 4747 1909 5908 is_linear=0 shrinkage=0.04 Tree=64 num_leaves=31 num_cat=0 split_feature=28 28 28 10 31 9 0 28 30 0 28 9 20 1 15 35 0 30 30 20 2 0 23 30 34 30 9 9 14 23 split_gain=3097.61 635.289 579.202 458.735 217.045 215.319 121.721 168.066 88.9007 98.4353 84.7256 196.256 80.4892 65.3243 67.6919 51.7976 50.4298 49.7837 49.5926 48.1256 45.9379 44.2262 49.084 65.8938 43.5704 41.9009 41.7278 41.009 38.5635 36.2017 threshold=19133.008352018198 14857.708620351243 23430.140156976577 0.78656609248549303 19720.046458333334 0.91597561503675362 18.500000000000004 22292.995584613087 50.302810731898866 6.5000000000000009 14190.638755051737 0.91597561503675362 19116.900500000003 1.0000000180025095e-35 21974.615000000002 20912.489877232147 21.500000000000004 80.74372426198012 161.7295449995743 22859.135500000008 1.0000000180025095e-35 14.500000000000002 695.71550000000036 72.281958624811693 18437.766500000002 253.19305877407245 0.60355339059327384 -0.78656609248549303 -0.72694848937061807 -106.137999999999 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 10 5 8 12 6 7 21 -3 20 -1 -12 15 29 19 -5 -16 -6 -13 -15 -10 22 23 -2 -11 -24 -25 -26 -23 -8 right_child=2 3 -4 4 17 -7 13 -9 9 24 11 18 -14 14 16 -17 -18 -19 -20 -21 -22 28 25 26 27 -27 -28 -29 -30 -31 leaf_value=-49.166237759169164 1.4642366023175419 -1.7552337053786324 40.85445555015351 -7.4965420505689693 1.6252612565170421 17.998492135037306 0.56100572623632616 7.5679018427508709 4.7771547152983116 -3.9220725849910378 -10.993336563120357 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-0.00165123 0.00718447 0.00635906 internal_weight=84473 45288 39185 34965 12177 32877 30461 21641 22788 19083 10323 4329 8400 8820 6436 8115 1676 3777 785 4760 6673 17615 11023 8665 12410 2358 5244 10259 6592 2384 internal_count=84473 45288 39185 34965 12177 32877 30461 21641 22788 19083 10323 4329 8400 8820 6436 8115 1676 3777 785 4760 6673 17615 11023 8665 12410 2358 5244 10259 6592 2384 is_linear=0 shrinkage=0.04 Tree=65 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 31 31 30 30 17 0 28 20 28 23 30 2 30 35 23 30 10 23 2 30 9 0 14 9 24 split_gain=2968.29 713.505 464.001 463.512 242.874 165.273 158.954 120.921 117.523 90.027 75.2145 68.9173 65.3059 64.9825 63.5804 53.5853 53.9109 42.1588 41.996 41.7885 38.6988 37.8108 37.5568 38.1242 34.9186 34.8255 86.6447 52.0205 35.7922 33.7742 threshold=17977.317152402316 23494.815715923618 14309.221669791328 -261.29449999999991 -23.843499999999036 20160.749250000004 19249.383359375006 173.39693547177228 96.087956466311809 15733.778500000002 19.500000000000004 21991.402350082379 18158.462500000005 20113.359122440077 934.25625000000048 242.5834431552278 4.5000000000000009 721.41983992523205 20799.395539434528 1747.2570000000007 65.059847530345579 0.37940952255126048 1258.8235000000006 1.0000000180025095e-35 506.79399914501852 -0.78656609248549303 19.500000000000004 0.48877522411129348 -0.60355339059327362 437.28750000000042 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=2 4 -1 6 8 13 12 9 11 20 22 -2 18 17 -7 16 -8 -6 21 -15 -5 -4 23 -9 25 26 -10 28 -27 -22 right_child=1 -3 3 7 5 14 15 10 24 -11 -12 -13 -14 19 -16 -17 -18 -19 -20 -21 29 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-42.762472970597372 0.80967084262665601 41.422660140647352 2.3638670666245161 -5.3591158540190733 0.72219336636029763 5.1958405121660327 -0.039989487708371602 5.4082484181206381 1.8849199313489227 -0.59538440615870059 -11.40829739752815 4.4098783210209511 -3.9487957901498887 2.5965809983287182 17.936437923163904 -3.8595076222338687 -3.0699868773540948 11.627482594118774 1.8173017325611363 10.868581652893553 -1.25246649345896 -10.576262235011963 -2.6201056079991396 1.022932111215705 -2.2232358090794877 1.2022260575223482 -5.6903128619310888 1.1215098250955635 -1.4327512167614622 -4.9440469222851968 leaf_weight=6660 3961 5976 112 1612 8379 3465 2209 661 1354 5011 424 1135 1543 9063 2087 1102 781 373 100 754 1730 7059 656 5496 1627 1315 1100 3799 3788 1141 leaf_count=6660 3961 5976 112 1612 8379 3465 2209 661 1354 5011 424 1135 1543 9063 2087 1102 781 373 100 754 1730 7059 656 5496 1627 1315 1100 3799 3788 1141 internal_value=-0.000541948 0.00596646 -0.00918037 -0.00703647 0.0041346 0.00676174 -0.0127321 -0.002643 0.00062946 -0.00561197 0.0012519 0.00577708 -0.0157568 0.00495126 0.012817 -0.00621701 -0.00343813 0.00244516 -0.0173429 0.00718549 -0.00973009 -0.0177019 0.00226919 0.00323859 -0.00139105 -0.000605847 -0.00482478 0.000557178 -0.00208113 -0.00694532 internal_weight=84473 48176 36297 29637 42200 24121 12906 16731 18079 9494 7237 5096 8814 18569 5552 4092 2990 8752 7271 9817 4483 7171 6813 6157 12983 11356 2454 8902 5103 2871 internal_count=84473 48176 36297 29637 42200 24121 12906 16731 18079 9494 7237 5096 8814 18569 5552 4092 2990 8752 7271 9817 4483 7171 6813 6157 12983 11356 2454 8902 5103 2871 is_linear=0 shrinkage=0.04 Tree=66 num_leaves=31 num_cat=0 split_feature=28 28 28 24 9 31 0 28 34 24 28 30 1 10 15 33 30 0 0 14 30 23 9 10 27 0 14 18 14 30 split_gain=2862.09 618.695 571.771 433.003 201.107 144.445 125.898 185.003 118.194 94.0963 127.994 84.1578 68.372 60.8824 57.9955 48.5068 48.2768 42.7702 41.5343 46.5128 43.3775 57.0742 42.5174 41.3706 41.3261 38.914 38.4042 38.2457 37.3452 64.9391 threshold=19133.008352018198 14857.708620351243 23569.860182108063 -1501.9499999999987 0.91597561503675362 19720.046458333334 18.500000000000004 22359.181258452711 18719.950000000004 -234.31749999999917 14190.638755051737 258.5448062696351 1.5000000000000002 0.60355339059327384 22460.320750000003 15342.816000000001 38.02301402264721 8.5000000000000018 14.500000000000002 0.48877522411129348 70.140424669563117 1553.2549999999994 1.0000000180025095e-35 -0.78656609248549325 -752.44499999999778 6.5000000000000009 -0.42179730054635828 23523.433000000001 0.029024409397335523 492.80080014037742 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 9 4 5 6 15 7 18 13 -1 -11 17 28 25 27 -3 -10 -12 19 20 -2 -22 -21 -18 -25 -5 -6 -14 29 -8 right_child=2 3 -4 8 26 -7 12 -9 16 10 11 -13 14 -15 -16 -17 23 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-30.723621572649499 1.2910056129232543 -8.0880222855138708 41.890753735021427 3.4152422844956165 0.8334229323587351 -1.1537923075111758 4.2562915321782206 7.4840301723210727 -1.3237863915811614 -30.244776509237198 -0.50152197695202627 6.3216677867124966 -0.91254123806167631 -11.682111041613753 -5.5756481755359708 -2.7121154113340529 -2.0960444003823797 -8.195997778750753 2.4953587265241368 0.031131390946975444 -0.99679255256938637 5.3644638972530085 5.2414251479505038 -3.8873991225782083 0.43161377977980009 -2.59011814290443 18.918545943819627 1.7176358054448793 0.16163629942166155 -2.0735411058899627 leaf_weight=6632 3026 5252 5644 329 262 3059 1824 4304 2446 1999 720 401 2929 1157 822 1174 3453 571 6659 760 5200 615 1572 691 14568 2836 2173 507 2602 286 leaf_count=6632 3026 5252 5644 329 262 3059 1824 4304 2446 1999 720 401 2929 1157 822 1174 3453 571 6659 760 5200 615 1572 691 14568 2836 2173 507 2602 286 internal_value=-0.000551892 -0.00740064 0.00736353 -0.00486029 0.00538147 -0.012156 0.00451488 0.0061348 -0.00214443 -0.016005 -0.0108859 -0.0027896 0.00051728 -0.00817214 -0.00315641 -0.0155618 -0.00091313 -0.00776143 0.00433827 0.00284794 0.00152245 -0.00049871 0.00787307 -0.000222317 0.00067239 -0.00530174 0.0164517 -0.000873108 0.00383701 0.00779147 internal_weight=84473 45288 39185 34965 33541 9485 31106 22136 25480 10323 3691 1692 8970 4322 4258 6426 21158 1291 17832 11173 8841 5815 2332 18712 15259 3165 2435 3436 4712 2110 internal_count=84473 45288 39185 34965 33541 9485 31106 22136 25480 10323 3691 1692 8970 4322 4258 6426 21158 1291 17832 11173 8841 5815 2332 18712 15259 3165 2435 3436 4712 2110 is_linear=0 shrinkage=0.04 Tree=67 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 31 9 31 30 28 28 23 28 10 0 20 13 30 23 15 30 2 30 35 30 30 9 0 28 10 split_gain=2757.1 699.452 463.081 444.546 227.591 165.29 127.751 126.689 102.363 94.1779 66.5613 63.7777 58.1201 50.4504 64.8347 48.7769 42.8259 41.7412 41.3189 35.0401 34.3716 32.92 38.0782 32.0375 30.5828 29.9429 34.7428 84.5328 46.459 48.1533 threshold=17977.317152402316 23569.860182108063 14247.063513330953 -456.25699999999955 -23.843499999999036 20211.420052083336 0.91597561503675362 19249.383359375006 96.087956466311809 15223.235745933016 22359.181258452711 934.25625000000048 20113.359122440077 -0.78656609248549325 19.500000000000004 18250.778500000004 0.48314048284850658 721.41983992523205 1920.1585000000016 14337.091500000002 161.7295449995743 5.5000000000000009 561.02947301335178 20799.395539434528 24.109725820758612 506.79399914501852 -0.78656609248549303 19.500000000000004 19988.161562211553 0.78656609248549303 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=2 4 -1 7 8 12 9 15 10 20 -2 -7 17 -11 24 23 -9 -6 -14 -8 -5 22 -21 -4 -15 26 27 -10 -28 -30 right_child=1 -3 3 6 5 11 19 16 25 13 -12 -13 18 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-42.13319847575309 0.81400065974674363 40.215123585620603 -10.400231316172759 -4.8289572593408954 0.64071490757312854 5.041832157645695 7.1222691041081632 -3.1227645146188299 1.7374501793982926 -3.4647741580878937 4.4770446475271459 16.937078866651284 2.472840801889979 -1.3474511815061851 -5.9847635284309222 -3.4295631264160331 -0.39950130192348299 10.915297886756525 11.802914473721394 2.5958918879946578 -1.7039501640235539 -2.5224714412371396 -1.2596944153741789 2.8977311924140667 0.14605490370253393 -2.0283118223932979 -0.53121999491078897 -5.525253938596288 0.69983763039097535 4.031926019465609 leaf_weight=6327 4222 5644 6348 2755 8392 3532 434 1706 1382 2452 912 2070 9301 756 1247 925 1476 388 640 2724 767 507 1306 69 6498 1633 5100 1129 3184 647 leaf_count=6327 4222 5644 6348 2755 8392 3532 434 1706 1382 2452 912 2070 9301 756 1247 925 1476 388 640 2724 767 507 1306 69 6498 1633 5100 1129 3184 647 internal_value=-0.000545263 0.00572733 -0.00887071 -0.00679479 0.0039716 0.00650331 -0.00321094 -0.013417 0.000589818 -0.00511088 0.00537593 0.0125312 0.00469954 -0.00328129 -0.00182331 -0.0163062 -0.00675047 0.00232802 0.00679409 0.00232146 -0.0108007 0.00128279 0.00249132 -0.017544 -0.000374966 -0.00128948 -0.000566335 -0.00472322 0.000602396 0.00393109 internal_weight=84473 48176 36297 29970 42532 24323 19446 10524 18209 14475 5134 5602 18721 10953 8501 7342 3182 8780 9941 4971 3522 4537 4030 6417 7254 13075 11442 2511 8931 3831 internal_count=84473 48176 36297 29970 42532 24323 19446 10524 18209 14475 5134 5602 18721 10953 8501 7342 3182 8780 9941 4971 3522 4537 4030 6417 7254 13075 11442 2511 8931 3831 is_linear=0 shrinkage=0.04 Tree=68 num_leaves=31 num_cat=0 split_feature=28 28 28 10 0 28 31 30 30 17 9 24 35 30 30 28 27 1 0 9 14 28 30 9 35 13 13 3 10 1 split_gain=2638.52 694.521 448.732 427.599 222.853 199.561 187.728 142.234 123.76 77.8884 66.6855 56.8114 55.2446 52.3287 51.7676 50.2634 49.2078 45.5452 45.0985 46.5801 53.6508 41.5407 39.1901 38.6484 36.9581 35.1043 34.2416 33.0739 32.8951 59.054 threshold=17887.884427338144 23569.860182108063 14247.063513330953 0.78656609248549303 19.500000000000004 21559.751284171118 19235.68869791667 577.15728802371325 96.087956466311809 15733.778500000002 0.78656609248549325 2889.95325 20799.395539434528 42.674423497922525 242.5834431552278 15844.024268004518 19.864999999999785 2.5000000000000004 14.500000000000002 1.0000000180025095e-35 0.47369649395226454 16487.916932758566 242.5834431552278 -0.78656609248549303 18948.687265625002 0.69056404122701587 -0.84315017450793706 161.50000000000003 -0.9159756150367534 1.0000000180025095e-35 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=2 4 -1 8 5 7 12 18 9 -4 23 13 -5 -7 15 -8 -15 -6 19 28 27 22 -12 -10 -9 26 -20 -21 -2 -30 right_child=1 -3 3 6 17 11 14 24 10 -11 21 -13 -14 16 -16 -17 -18 -19 25 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-40.447870536722988 -2.5781604469724697 38.606518642195731 -4.5819574460748846 -9.597714344618872 -0.043927034198422914 3.6806903379117286 -4.3162114145871966 4.011437230508454 0.37994868927991776 -1.0229906121097883 0.31635892246737057 16.302612132350479 1.6481300668614858 2.4070363946654836 -3.6046862370195232 0.0438197811988357 7.7821200668173702 -2.2530916853064262 3.3267927137987865 -0.88898134934090201 3.2670046588487458 -0.53544878265354778 3.9043228130253556 -3.4812899717754773 18.714808803551495 3.186466226499324 0.43963231744783116 1.2950566647354571 -3.7738919282171994 1.563851671796292 leaf_weight=6327 1678 5644 2845 7135 7163 1500 442 961 1711 3969 1920 1347 179 3613 1040 2049 2652 2172 1487 3524 2587 2603 2019 3392 1106 2591 4428 4109 619 1661 leaf_count=6327 1678 5644 2845 7135 7163 1500 442 961 1711 3969 1920 1347 179 3613 1040 2049 2652 2172 1487 3524 2587 2603 2019 3392 1106 2591 4428 4109 619 1661 internal_value=-0.000545263 0.00549281 -0.00882209 -0.00673628 0.00376869 0.00527715 -0.0130401 0.003414 -0.00303267 -0.00731435 -0.000527265 0.010338 -0.0166967 0.00902254 -0.00546587 -0.00233641 0.0074158 -0.00170327 0.00249868 0.00111722 0.00254403 0.00214613 0.00473724 -0.00395454 0.0134591 0.00480132 0.00310059 0.000856806 -0.00256695 0.000561404 internal_weight=84473 48842 35631 29304 43198 33863 10845 24751 18459 6814 11645 9112 7314 7765 3531 2491 6265 9335 22684 14178 10220 6542 3939 5103 2067 8506 5915 7633 3958 2280 internal_count=84473 48842 35631 29304 43198 33863 10845 24751 18459 6814 11645 9112 7314 7765 3531 2491 6265 9335 22684 14178 10220 6542 3939 5103 2067 8506 5915 7633 3958 2280 is_linear=0 shrinkage=0.04 Tree=69 num_leaves=31 num_cat=0 split_feature=28 28 28 10 33 23 27 35 30 28 9 30 30 0 34 21 23 0 20 2 28 9 0 34 17 28 1 0 1 0 split_gain=2531.97 588.062 552.312 397.19 208.97 195.75 108.538 106.267 98.0851 90.1825 177.75 104.402 73.1003 78.1929 68.3049 68.0433 60.0457 52.6406 45.9367 45.0936 42.2832 41.8771 43.4494 41.1108 34.784 32.8509 31.8733 31.0732 30.6231 35.2097 threshold=19133.008352018198 14714.822753354589 23639.606257191048 0.78656609248549303 15342.816000000001 752.32599999999923 -42.193749999996719 18756.433216145833 69.069119110978434 13968.187278937728 0.78656609248549325 161.7295449995743 51.295582621867133 6.5000000000000009 22688.665000000005 21864.585000000003 -1007.5884999999997 9.5000000000000018 19080.027000000006 1.0000000180025095e-35 21991.402350082379 -0.78656609248549303 18.500000000000004 18437.766500000002 15970.962500000003 17276.846697237805 1.5000000000000002 19.500000000000004 2.5000000000000004 18.500000000000004 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 9 5 12 14 6 8 26 20 -1 -11 -12 24 19 18 -8 -6 -10 -5 -14 -2 22 -15 -23 -3 -18 -7 -17 -19 -30 right_child=2 3 -4 4 16 7 15 -9 17 10 11 -13 13 21 -16 27 25 28 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-47.763461036875455 1.0778065908886492 -3.5142288560559245 39.335734459007945 -7.0127882668010351 -2.0733676386879232 4.6246433692668507 1.5608760449956753 14.257512226792533 -4.0391864375068689 -12.214901552486262 -3.5352657534030003 5.5142938414000673 4.38961020768118 1.7898789914835653 -0.51516867689897483 6.3142254292577853 -0.54895476297504497 0.62137013879153524 2.9231111434540797 0.64667965413907946 3.8215372015863251 -5.5884821565754104 -2.0061903270806942 -1.2638822242688912 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45288 39185 35964 12530 33873 28073 5800 16391 9324 4329 1604 23434 19496 8076 11682 4454 12467 7396 6971 3924 12525 3523 9002 3938 2163 2626 3245 11616 2791 is_linear=0 shrinkage=0.04 Tree=70 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 34 34 30 17 0 28 13 20 10 23 0 14 20 28 35 1 15 10 0 2 30 24 27 30 0 split_gain=2433.39 658.552 459.052 424.71 208.693 159.935 156.611 103.726 88.0871 87.9584 102.818 83.2346 78.4248 67.2246 56.6658 46.999 86.546 72.0583 48.2235 46.0836 43.7806 40.6576 39.0832 38.6893 46.7519 36.8892 34.5994 33.1665 29.4835 29.2419 threshold=18025.577625592839 23639.606257191048 14124.611215006236 -253.74300000000127 84.758749999999068 21879.028500000004 23242.173250000003 173.39693547177228 15733.778500000002 18.500000000000004 22359.181258452711 0.56369777965491019 18433.471000000005 0.60355339059327384 909.93975000000148 20.500000000000004 0.011826144619637555 19371.667500000003 20181.261597434757 20912.489877232147 1.5000000000000002 14778.366000000002 0.37940952255126048 14.500000000000002 4.5000000000000009 65.059847530345579 437.28750000000042 -437.15049999999786 80.74372426198012 19.500000000000004 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=2 4 -1 5 9 12 20 8 25 10 23 -7 19 21 -8 16 -11 18 -17 22 -6 -9 -4 24 28 -5 -27 -22 -2 -29 right_child=1 -3 3 7 6 11 14 13 -10 15 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 27 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-41.224664046348479 1.175104955871866 37.762305080647643 2.3773023606420973 -4.4775165374168502 2.7150335642112622 -2.7157783145330905 4.9603789417083322 4.0260800407225181 -0.39995755747499062 1.7816865644918289 4.3831234587651853 0.14542982051061701 -2.8155628039017029 -10.25458748428864 16.083741642181849 -1.3309666539795582 -4.6920799399612587 1.5133053176628892 1.1907722994397045 2.2739297329201511 -1.0191031553121865 0.294307495180401 -9.2304980868437276 1.6784016114808038 -2.6547680895873054 -1.0288285177028229 -4.4177288811806648 1.9948549531414757 -0.4185315028540208 -2.2013005319550576 leaf_weight=5661 2374 5312 134 1756 7524 2786 3183 1275 5045 761 2131 1927 1423 308 2149 3050 1799 1953 1070 112 1715 5911 7165 4009 981 1936 1191 5283 4044 505 leaf_count=5661 2374 5312 134 1756 7524 2786 3183 1275 5045 761 2131 1927 1423 308 2149 3050 1799 1953 1070 112 1715 5911 7165 4009 981 1936 1191 5283 4044 505 internal_value=-0.000552366 0.00538804 -0.00831122 -0.00639672 0.00372951 -0.0117089 0.00665357 -0.0022661 -0.00494762 0.00104456 0.00305636 -0.00575854 -0.0148834 0.00128636 0.0125431 -0.00211051 -0.00665625 -0.000194303 -0.00319417 -0.0165349 0.00456379 0.00207069 -0.0169256 0.00154979 -0.000164887 -0.00877739 -0.00617205 0.00240171 0.00107822 0.00384934 internal_weight=84473 47843 36630 30969 42531 13547 20359 17422 9928 22172 13539 4713 8834 7494 5332 8633 2560 6073 4120 7411 15027 7186 7299 11408 7399 4883 3127 7503 6418 5788 internal_count=84473 47843 36630 30969 42531 13547 20359 17422 9928 22172 13539 4713 8834 7494 5332 8633 2560 6073 4120 7411 15027 7186 7299 11408 7399 4883 3127 7503 6418 5788 is_linear=0 shrinkage=0.04 Tree=71 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 21 31 9 28 30 30 28 30 3 10 0 20 28 24 30 21 28 30 9 0 14 9 28 20 1 split_gain=2308.64 654.602 442.322 418.588 201.947 165.228 129.744 114.089 100.805 90.2228 74.9151 72.1611 67.5458 50.55 48.8789 55.1132 48.0134 44.7364 38.1172 37.4131 60.1457 34.7572 31.3802 27.6853 89.6364 52.6165 48.7907 37.2308 31.5844 30.7599 threshold=17887.884427338144 23715.418192730529 14052.992667229033 -456.25699999999955 14.230000000000475 21358.876000000004 19009.33893229167 0.91597561503675362 14984.045590740936 80.74372426198012 671.4688051908488 21465.801324169504 202.35369738708064 118.50000000000001 -0.78656609248549325 20.500000000000004 18016.849000000006 19488.847939490683 -456.32250000000016 166.86479013739611 17684.035000000003 23012.551498405235 499.11774944669639 -0.78656609248549303 18.500000000000004 -0.074115882986646633 -0.5 19524.404585156619 19080.027000000006 1.0000000180025095e-35 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=2 4 -1 6 9 10 16 8 18 11 17 -2 21 -8 -10 -16 -4 -6 -5 -9 -21 -7 23 24 -11 -26 27 28 -25 -28 right_child=1 -3 3 7 5 12 13 19 14 22 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 26 25 -27 29 -29 -30 -31 leaf_value=-41.845553260465714 0.43143238721153465 38.813961314921762 -10.386793270130511 -6.0019338365073418 0.018275260896480176 2.3641704727589969 -0.50664943269075591 -1.4190207229106455 -3.3082318930538896 3.4889210482066848 10.717749150481977 3.3344491826995366 14.150859772451222 -3.2139382580466553 -0.23410518476550352 -7.1376243484063524 -3.4973400212563868 1.7609492843430781 -3.3395044620166665 3.7771264742097994 -0.70685468622876213 6.9627503774217621 -1.7889684189354012 -1.3084985342058644 2.3827580094647418 -5.1615180623546619 -2.2656136904365121 2.0347853512391159 1.8221082237855444 0.051842302102450048 leaf_weight=5328 3465 4980 5887 1192 5379 3609 1831 1085 2528 1221 912 1750 3129 1854 8357 750 989 9266 1842 2379 1609 1225 1854 953 363 1562 1596 2345 688 4545 leaf_count=5328 3465 4980 5887 1192 5379 3609 1831 1085 2528 1221 912 1750 3129 1854 8357 750 989 9266 1842 2379 1609 1225 1854 953 363 1562 1596 2345 688 4545 internal_value=-0.000555681 0.00509234 -0.00829783 -0.00642907 0.00353199 0.00605612 -0.0128567 -0.00299058 -0.00477879 0.000613509 0.00365752 0.00515053 0.0107422 -0.00680054 -0.00308552 -0.00171956 -0.0161024 0.00296483 -0.0112722 0.00218017 0.00397192 0.00777824 -0.000950618 -0.00026972 -0.00354736 -0.00892468 0.000748494 0.00419468 -0.000426569 -0.00148836 internal_weight=84473 48842 35631 30303 43862 23520 10561 19742 14669 20342 15557 5215 7963 3685 11635 9107 6876 14645 3034 5073 3988 4834 15127 13273 3146 1925 10127 3986 1641 6141 internal_count=84473 48842 35631 30303 43862 23520 10561 19742 14669 20342 15557 5215 7963 3685 11635 9107 6876 14645 3034 5073 3988 4834 15127 13273 3146 1925 10127 3986 1641 6141 is_linear=0 shrinkage=0.04 Tree=72 num_leaves=31 num_cat=0 split_feature=28 28 28 10 33 9 21 0 30 31 17 0 23 28 23 23 30 28 2 35 2 9 16 30 1 23 0 1 0 28 split_gain=2210.49 555.964 537.887 380.614 216.055 188.81 117.988 99.8997 88.2451 71.9061 70.5412 63.6257 62.8811 86.3079 60.0142 55.8622 53.3736 46.6467 45.8397 42.0398 40.4372 35.3138 59.2246 36.5798 34.9178 36.4745 37.9819 31.4321 29.9277 27.9367 threshold=19133.008352018198 14426.416639559577 23801.140209142006 0.78656609248549303 15342.816000000001 0.91597561503675362 22707.038500000006 18.500000000000004 86.03706116289051 19307.961742187505 15970.962500000003 6.5000000000000009 49.247499999999498 13717.198551583459 -23.843499999999036 -1007.5884999999997 245.11761584494479 17315.650473998099 5.5000000000000009 18410.668204613099 1.0000000180025095e-35 -0.70710678118654735 22659.774500000003 534.66535094519145 1.0000000180025095e-35 1258.8235000000006 19.500000000000004 2.5000000000000004 14.500000000000002 17276.846697237805 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 12 5 8 9 6 14 -8 10 17 -3 20 -1 -14 21 -6 -15 -5 -19 -7 -10 23 -23 -2 -13 26 28 -16 -26 -17 right_child=2 3 -4 4 15 19 7 -9 11 -11 -12 24 13 16 27 29 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-34.15501941657589 -0.26870401798689275 -3.3739811807725708 40.028941924824906 -8.6449654355199161 -1.8129471639149415 2.9335639474759954 6.133740115019755 -1.684624750695366 4.4400188829732361 -1.3121847130920652 -0.59304183423577339 0.95457646531765938 -32.798423476763489 -4.4377633519319355 2.1867489474290052 -0.41520803244129639 5.3838570244964652 -2.8013271898573295 3.6450776527618292 17.581653842024245 0.74025019303779116 0.29545732783211859 3.7051288150470647 -5.3738221815844005 -1.5147040816114168 -5.0402645208197647 -4.1027433120504426 0.44779066835602865 1.1778150120263309 1.5377386739853682 leaf_weight=5379 4643 2838 4648 5977 2291 564 4566 793 923 1289 4647 2772 937 671 11003 1365 339 1324 134 1887 5547 6041 1100 345 4011 728 1191 3595 2127 798 leaf_count=5379 4643 2838 4648 5977 2291 564 4566 793 923 1289 4647 2772 937 671 11003 1365 339 1324 134 1887 5547 6041 1100 345 4011 728 1191 3595 2127 798 internal_value=-0.000540054 -0.00655891 0.00641623 -0.00461198 -0.0101047 0.00469699 0.00387957 0.00929651 -0.00169141 -0.0137643 -0.00531997 -0.000121394 -0.0166476 -0.0104879 0.00279343 -0.00293669 -0.00237624 -0.0152764 -0.00886145 0.0153978 0.003017 0.000713991 0.00251785 -0.00186848 -0.00199649 -0.00332878 -0.00248056 0.00452117 -0.00121212 0.0016736 internal_weight=84473 45288 39185 37962 13178 34537 32086 5359 24784 8724 7485 17299 7326 1947 26727 4454 1010 7435 1458 2451 6470 12129 7141 4988 10829 8057 7329 14598 6138 2163 internal_count=84473 45288 39185 37962 13178 34537 32086 5359 24784 8724 7485 17299 7326 1947 26727 4454 1010 7435 1458 2451 6470 12129 7141 4988 10829 8057 7329 14598 6138 2163 is_linear=0 shrinkage=0.04 Tree=73 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 23 9 34 23 28 8 28 15 0 30 21 13 10 11 2 35 3 0 1 9 15 28 10 2 28 split_gain=2111.14 660.299 403.949 407.81 217.876 155.546 129.291 109.678 101.161 99.6426 97.9722 135.94 88.7583 79.4936 64.3654 62.3254 57.0299 44.4287 52.0237 42.7899 41.5248 39.9387 39.2266 34.4247 34.0566 32.9521 44.1775 32.8231 32.5499 32.4144 threshold=17509.054711704888 23801.140209142006 13968.187278937728 -468.55250000000063 20113.359122440077 1553.2549999999994 0.78656609248549325 21448.917500000003 -1157.7625000000005 15184.224550823004 1.0000000180025095e-35 22359.181258452711 22722.002500000006 6.5000000000000009 140.39343239875549 17811.214000000004 0.24372619187392155 -0.12940952255126037 -0.8783796973249266 4.5000000000000009 20912.489877232147 255.50000000000003 8.5000000000000018 1.0000000180025095e-35 -0.78656609248549303 19950.900500000003 19488.847939490683 0.1294095225512602 4.5000000000000009 19027.71006384405 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=2 4 -1 7 8 10 9 20 -2 -5 11 17 21 19 -8 -16 -9 -6 -19 29 27 -12 28 -14 -24 26 -15 -4 -11 -10 right_child=1 -3 3 6 5 -7 14 16 13 22 12 -13 23 25 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-41.163913126464834 -1.4614962061186816 38.42778424783188 -0.55481387142564931 -4.6981911025323644 1.0690328751413471 13.502116766210602 -1.400123742163305 -3.6015089010308659 2.0121970487799263 0.70699896084504876 1.7816138972119371 5.9226325917932989 0.49761924278616793 -0.19055460691030021 2.4154469703781798 -1.4274660963983479 -0.43883683174193722 -3.8782684125895321 6.2559696813384651 -1.6507445722528793 2.4756999702999747 -1.1534069364789321 -0.49156900122197839 -4.3865103930585612 -3.2772944214333255 -1.4663339443136647 1.8014037141885637 -10.233683387555574 -2.0530316369600041 11.072872538079027 leaf_weight=4995 3138 4648 202 2788 10168 2090 2530 1834 2106 1676 3453 4900 418 10647 3880 1344 1561 144 1363 242 104 1236 2172 1128 3500 1972 3596 5720 328 590 leaf_count=4995 3138 4648 202 2788 10168 2090 2530 1834 2106 1676 3453 4900 418 10647 3880 1344 1561 144 1363 242 104 1236 2172 1128 3500 1972 3596 5720 328 590 internal_value=-0.00052064 0.00449661 -0.00849053 -0.00659865 0.00307982 0.00565141 -0.00310462 -0.0133553 0.000207259 -0.00600535 0.00469443 0.00630226 0.000420209 0.00129797 0.000809905 0.00334609 -0.0076053 0.00395546 0.010365 0.00735194 -0.0165948 0.00316059 -0.00365294 -0.00789133 -0.00535261 0.000201048 0.000872007 -0.0170348 0.00115768 0.00879822 internal_weight=84473 51839 32634 27639 47191 24900 18218 9421 22291 10464 22810 16575 6235 19153 7754 5224 3395 11675 1507 2938 6026 4689 7676 1546 5672 16215 14243 5922 2004 2696 internal_count=84473 51839 32634 27639 47191 24900 18218 9421 22291 10464 22810 16575 6235 19153 7754 5224 3395 11675 1507 2938 6026 4689 7676 1546 5672 16215 14243 5922 2004 2696 is_linear=0 shrinkage=0.04 Tree=74 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 34 31 30 0 28 13 17 20 23 15 0 14 20 0 30 28 1 35 11 23 10 2 30 0 2 split_gain=2010.51 613.858 432.287 380.111 182.987 156.089 152.809 97.9385 80.3133 101.563 71.9679 67.5953 65.9833 62.2704 60.0211 47.5182 76.4347 65.529 47.2353 45.7276 42.6083 42.0919 38.7745 38.6997 36.9555 33.1732 32.5555 43.1545 32.4832 46.2403 threshold=17887.884427338144 23801.140209142006 13968.187278937728 -267.60899999999941 84.758749999999068 23242.173250000003 18844.809231770836 213.12106874355172 18.500000000000004 22359.181258452711 0.7090011537757156 15733.778500000002 18016.849000000006 1082.2274999999984 14950.500000000002 20.500000000000004 0.011826144619637555 19371.667500000003 20.500000000000004 111.91953627255184 20020.628357366779 1.5000000000000002 20799.395539434528 -0.8783796973249266 511.4650000000002 -0.37940952255126015 4.5000000000000009 298.02129676399846 14.500000000000002 4.5000000000000009 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=2 4 -1 6 8 21 12 11 9 28 26 19 22 23 -9 16 -10 20 -16 -5 -17 -6 -4 25 -21 -7 27 -8 29 -2 right_child=1 -3 3 7 5 13 10 14 15 -11 -12 -13 -14 -15 18 17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-39.517356601406213 0.34143629088401212 36.890672877918554 -9.3270269325476693 -3.569656866706937 2.3718832739334905 2.8883359673773521 -0.83239705869193137 4.2645156374604634 1.746152391734213 3.9619745155454438 0.2163773416132608 -0.34797330871166199 -3.1172431797800528 15.544274407461636 0.34823074081759842 -1.3118945366551633 -4.3806540968751504 1.4064405875797092 -10.855098056471325 -0.13493433585957973 0.85950844973100171 0.66842547639418626 2.4835242457443383 6.0012397256574337 -4.0543983881664465 -2.9222134796897445 -3.8820885396821176 -3.9508643874291738 1.4805353637320513 -2.5459442675349417 leaf_weight=4995 6576 4648 6385 3423 7698 567 1899 1426 775 2383 1719 5435 1521 1824 4320 3073 1900 2002 232 1931 1234 7670 83 3030 645 326 1012 605 4067 1069 leaf_count=4995 6576 4648 6385 3423 7698 567 1899 1426 775 2383 1719 5435 1521 1824 4320 3073 1900 2002 232 1931 1234 7670 83 3030 645 326 1012 605 4067 1069 internal_value=-0.000518272 0.00475247 -0.00774326 -0.00596423 0.00329819 0.00598911 -0.0110768 -0.00208132 0.000836258 0.00272011 -0.00576504 -0.00425048 -0.0145575 0.011613 0.00206758 -0.00211932 -0.00658692 -0.000225075 -0.000175747 -0.00717786 -0.00300441 0.003886 -0.0163203 0.0087739 -0.00315217 0.00145577 -0.00904437 -0.00659744 0.00118852 -0.00034794 internal_weight=84473 48842 35631 30636 44194 21115 13224 17412 23079 14095 5235 11434 7989 5747 5978 8984 2675 6309 4552 5999 4307 15368 6468 3923 2576 893 3516 2504 11712 7645 internal_count=84473 48842 35631 30636 44194 21115 13224 17412 23079 14095 5235 11434 7989 5747 5978 8984 2675 6309 4552 5999 4307 15368 6468 3923 2576 893 3516 2504 11712 7645 is_linear=0 shrinkage=0.04 Tree=75 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 0 9 34 28 30 28 23 0 27 30 21 13 35 23 30 21 2 9 15 0 1 30 10 14 2 split_gain=1914.68 627.449 385.467 382.343 205.823 173.035 118.863 107.313 96.7156 89.2331 84.6085 69.2008 61.1192 54.326 53.029 62.5661 50.0922 39.5468 39.3473 43.8126 38.1645 37.8212 50.4258 35.383 34.8701 33.7307 31.9522 31.9237 29.7455 28.6558 threshold=17509.054711704888 23889.383416921202 13968.187278937728 -468.55250000000063 21913.745000000006 19.500000000000004 0.78656609248549325 21448.917500000003 14984.045590740936 788.77855333263017 19524.404585156619 -1157.7625000000005 7.5000000000000009 65.482500000002815 161.7295449995743 17811.214000000004 0.24372619187392155 20912.489877232147 713.50449999999921 80.74372426198012 18693.492500000004 4.5000000000000009 -0.78656609248549303 19573.984000000004 3.5000000000000004 2.5000000000000004 547.12667486166038 0.1294095225512602 -0.6652727025667432 4.5000000000000009 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=2 4 -1 7 9 13 8 17 -5 10 11 -2 -12 18 29 -16 -9 27 19 -6 21 28 -23 -14 -13 -25 -27 -4 -10 -8 right_child=1 -3 3 6 5 -7 14 16 20 -11 12 24 23 -15 15 -17 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-37.936662337349993 -1.6868941692268709 38.260241275301816 -0.36700237387809465 -5.0325255616948201 2.7670696507437245 -3.6594498637190553 0.13343095075797465 -3.30044213950212 -2.1021405909442912 12.693708830655815 7.3723970766861751 1.5828941031552677 4.4507993870697105 8.0422812513932875 2.5353553694734727 -1.3798994736999157 -0.3826835732389009 2.4556647762574721 9.337296389121402 1.0381826867900237 -4.340466287139134 0.2453046361822635 -2.6680672079804206 1.0524381408951013 -0.13130864160521014 -0.044271536432643192 -9.7668810611935619 -9.4705512141840149 0.754992247810369 -2.545796147237561 leaf_weight=4995 2590 4316 202 2156 1762 904 1581 1834 230 673 995 937 796 3891 3476 1327 1561 104 1162 2358 1007 1797 3439 14614 12052 4624 165 5720 1835 1370 leaf_count=4995 2590 4316 202 2156 1762 904 1581 1834 230 673 995 937 796 3891 3476 1327 1561 104 1162 2358 1007 1797 3439 14614 12052 4624 165 5720 1835 1370 internal_value=-0.000502172 0.00427593 -0.00809217 -0.00624408 0.00294973 0.00802421 -0.00286091 -0.0127863 -0.0056422 0.00158415 0.00131999 -0.000917902 0.00296499 0.00966968 0.000892443 0.00348532 -0.00709867 -0.0159907 0.00702764 0.00519417 -0.0036832 -0.00267635 -0.00448434 0.00248824 0.000272538 0.00214915 -0.000764251 -0.0164201 0.00190799 -0.00332769 internal_weight=84473 51839 32634 27639 47523 10077 18218 9421 10464 37446 36773 15579 21194 9173 7754 4803 3395 6026 5282 4120 8308 7301 5236 20199 12989 19403 4789 5922 2065 2951 internal_count=84473 51839 32634 27639 47523 10077 18218 9421 10464 37446 36773 15579 21194 9173 7754 4803 3395 6026 5282 4120 8308 7301 5236 20199 12989 19403 4789 5922 2065 2951 is_linear=0 shrinkage=0.04 Tree=76 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 0 34 30 30 28 10 23 13 10 0 15 10 35 28 14 0 3 23 30 0 1 30 30 30 21 split_gain=1818.06 620.208 378.053 365.362 209.088 180.748 140.689 103.874 84.1673 80.7563 69.3815 67.7749 64.6914 60.1958 57.1266 56.7964 54.6195 53.3242 52.6575 50.5133 43.5118 39.7015 36.8499 43.1438 35.747 33.3321 32.932 32.8901 31.3674 29.5444 threshold=17468.292563711151 23978.514684770798 13807.518245009656 -253.74300000000127 21913.745000000006 18.500000000000004 21448.917500000003 213.12106874355172 788.77855333263017 19488.847939490683 -0.60355339059327384 -1137.0874999999985 0.52766072109828632 -0.60355339059327384 7.5000000000000009 14950.500000000002 0.37940952255126048 20912.489877232147 22753.044317171043 0.097680735332368748 20.500000000000004 357.50000000000006 454.48349999999942 42.674423497922525 3.5000000000000004 2.5000000000000004 83.90661036950543 547.12667486166038 547.12667486166038 15135.698750000001 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=2 4 -1 6 8 10 16 13 9 11 18 -2 -8 -5 -11 -9 -4 -18 -6 -7 27 -12 23 -15 -13 -16 -20 -17 -27 -25 right_child=1 -3 3 7 5 19 12 15 -10 14 21 24 -14 22 25 20 17 -19 26 -21 -22 -23 -24 29 -26 28 -28 -29 -30 -31 leaf_value=-41.111617718855996 -1.6483742053195602 39.506901936789802 -1.7768810006566491 -3.7234722944289387 1.1237182149919682 6.1436155955058354 -2.5346782440883544 4.0911304539327826 12.156119300655845 7.0468039204082746 10.715580428288668 1.5805784820849658 0.0046981475573556961 -1.760957363544003 1.1149341507978534 1.3561885398469167 -8.720670649758322 2.0957718937968819 5.2446029565134085 -2.7423952735962667 -11.590432425760737 -2.6918669855906048 -4.5976454194867982 -1.6624131723825122 -0.14016051332640928 0.041400703176186653 4.8345844535073415 -2.4853210812198814 -9.2791399821505181 0.58210545198257024 leaf_weight=4329 2705 3984 655 2874 2513 390 2722 1506 681 1015 3863 943 1810 1625 15426 2634 6960 146 1054 1394 189 105 619 1666 11940 4912 1078 837 169 3729 leaf_count=4329 2705 3984 655 2874 2513 390 2722 1506 681 1015 3863 943 1810 1625 15426 2634 6960 146 1054 1394 189 105 619 1666 11940 4912 1078 837 169 3729 internal_value=-0.000497911 0.00411945 -0.00795579 -0.0062534 0.00286544 0.00788881 -0.0114163 -0.0022055 0.00148342 0.0012277 0.0102891 -0.000964845 -0.00581642 -0.00448778 0.00281572 0.00243902 -0.0146863 -0.015705 0.00697094 -0.00369955 -0.000251366 0.0141734 -0.00263123 -0.00180627 0.000243732 0.00235724 0.0115947 0.00076635 -0.000452667 -8.52641e-05 internal_weight=84473 52172 32301 27972 48188 10397 12293 15679 37791 37110 8613 15588 4532 10513 21522 5166 7761 7106 4645 1784 3660 3968 7639 7020 12883 20507 2132 3471 5081 5395 internal_count=84473 52172 32301 27972 48188 10397 12293 15679 37791 37110 8613 15588 4532 10513 21522 5166 7761 7106 4645 1784 3660 3968 7639 7020 12883 20507 2132 3471 5081 5395 is_linear=0 shrinkage=0.04 Tree=77 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 0 9 28 30 28 8 28 15 23 0 0 1 0 24 28 15 30 20 9 1 23 0 30 10 0 split_gain=1726.16 608.227 374.362 349.717 186.665 144.451 115.711 114.755 192.469 99.9989 92.8888 149.656 83.0536 80.9742 74.5932 69.8357 46.0309 45.5839 44.2432 38.6176 36.197 41.0853 35.1072 31.3798 31.3657 46.4485 32.6826 30.8132 31.491 47.3505 threshold=17468.292563711151 23889.383416921202 13807.518245009656 -468.55250000000063 20113.359122440077 7.5000000000000009 0.91597561503675362 15726.903774559605 295.02951886111089 14984.045590740936 1.0000000180025095e-35 22359.181258452711 21871.404500000004 -1137.0874999999985 21.500000000000004 6.5000000000000009 1.0000000180025095e-35 8.5000000000000018 -456.32250000000016 19027.71006384405 14493.713750000001 166.86479013739611 22987.335500000005 -0.78656609248549303 1.0000000180025095e-35 934.25625000000048 9.5000000000000018 401.27195983711186 -0.9159756150367534 12.500000000000002 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=2 4 -1 7 13 -6 9 -4 -9 18 11 -7 22 -2 16 19 -14 -11 -5 -15 21 -8 -12 -19 25 -17 -26 28 29 -28 right_child=1 -3 3 6 5 10 20 8 -10 17 12 -13 14 15 -16 24 -18 23 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-39.467153010101754 -1.2375948773737764 35.149555546818156 -10.932757946647181 -5.2470321037717076 15.421326034950836 1.1999816997681045 -0.51419420739111954 -0.17394747692200327 -5.8056757899235532 0.12598686001394527 1.8231272760216961 5.572807411212489 0.71685205085370396 1.2310142481430375 4.7356020348672612 0.38666171644144925 -3.5543725586580694 -0.41120292729785435 -2.8749651034147248 9.2389432647825753 0.29600034084098298 7.541940373992075 -3.9387150560451119 -3.0348484252654453 -2.1026691339141688 5.8419850177410266 0.17988960722839692 -2.4475506119335479 0.71074916084624418 -4.4174741910130253 leaf_weight=4329 3293 4316 4259 1470 1622 11929 363 2698 2533 4339 3192 5378 664 2388 204 3437 2011 2185 2123 605 3650 692 232 3660 2303 746 1561 801 6716 774 leaf_count=4329 3293 4316 4259 1470 1622 11929 363 2698 2533 4339 3192 5378 664 2388 204 3437 2011 2185 2123 605 3650 692 232 3660 2303 746 1561 801 6716 774 internal_value=-0.000493175 0.00400598 -0.00776013 -0.00606607 0.00270896 0.00507451 -0.00286116 -0.0123077 -0.00833875 -0.00471075 0.00428124 0.00579534 0.000123751 7.07214e-05 -0.00488364 0.0010584 -0.00666168 -0.00268657 -0.0104481 0.00667558 0.00255473 0.00908057 0.00433411 -0.0049923 2.93794e-05 0.00301697 -0.000998766 4.06009e-06 0.000669539 -0.00333191 internal_weight=84473 52172 32301 27972 47856 25232 18482 9490 5231 13777 23610 17307 6303 22624 2879 19331 2675 10184 3593 2993 4705 1055 3424 5845 16338 4183 12155 9852 9051 2335 internal_count=84473 52172 32301 27972 47856 25232 18482 9490 5231 13777 23610 17307 6303 22624 2879 19331 2675 10184 3593 2993 4705 1055 3424 5845 16338 4183 12155 9852 9051 2335 is_linear=0 shrinkage=0.04 Tree=78 num_leaves=31 num_cat=0 split_feature=28 28 28 24 23 34 28 30 9 28 32 8 28 0 14 30 23 10 24 24 28 27 2 30 30 33 15 28 0 0 split_gain=1653.4 530.181 456.718 310.728 152.509 175.595 148.076 180.804 105.732 116.037 81.5487 64.406 86.0361 60.9557 64.9418 53.2659 49.826 43.0858 40.7592 38.4274 43.8238 36.1329 35.1846 30.6946 30.6209 30.4197 29.9864 29.5948 29.3629 40.2835 threshold=18577.082601147398 23978.514684770798 14052.992667229033 -1542.3362499999992 84.758749999999068 23242.173250000003 15764.515760885401 301.08702806566458 0.91597561503675362 14984.045590740936 1386.2352977427358 1.0000000180025095e-35 22359.181258452711 20.500000000000004 0.011826144619637555 499.11774944669639 909.93975000000148 -0.78656609248549325 -456.32250000000016 61.871500000001113 13505.029124054226 -446.85875000000118 4.5000000000000009 276.51810097865274 253.19305877407245 14965.379250000002 14493.713750000001 17393.697293452915 13.500000000000002 12.500000000000002 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=2 4 19 6 11 21 -4 22 9 18 -11 12 28 14 -13 -15 -7 -12 -5 -1 -21 24 -8 -22 -6 -23 -10 -9 29 -2 right_child=1 -3 3 8 5 16 7 27 26 10 17 13 -14 15 -16 -17 -18 -19 -20 20 23 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-35.477825528145694 0.28354549833427883 36.520643637445467 -10.260095860879192 -4.8871745234022459 -0.6430393342349271 4.6324221828381997 0.57847348606446758 -5.6212937491403867 4.5069365125189504 -6.791264976584789 -2.174242085529404 1.3364370328138466 3.6557305003928922 0.95473196647166336 -4.3579386154189708 -1.3878289859789221 13.299497306206904 -0.10895966739451979 -2.6411976893131941 -28.775328128323089 -4.3781672509608329 1.1253565815797628 -1.5338701749463508 4.8950805045705055 3.6077970456622279 2.8594514506717679 0.4750707267507096 -2.0874184560013238 0.90194670303128077 -2.5969317619848882 leaf_weight=4301 3991 3984 3086 1698 2690 3407 2043 1969 871 1207 3621 725 2608 2690 1915 1592 2243 11431 1868 526 333 5980 749 168 622 4291 5083 1672 5991 1118 leaf_count=4301 3991 3984 3086 1698 2690 3407 2043 1969 871 1207 3621 725 2608 2690 1915 1592 2243 11431 1868 526 333 5980 749 168 622 4291 5083 1672 5991 1118 internal_value=-0.000484652 0.00490205 -0.00629843 -0.00465069 0.00351153 0.00607394 -0.0108268 -0.00737137 -0.00237015 -0.00377402 -0.00234086 0.00112264 0.00271083 -0.00202254 -0.00680303 0.000924801 0.012 -0.00153867 -0.0103085 -0.0172147 -0.0102629 0.00360892 0.000286533 -0.00179641 -2.41546e-05 0.00478045 0.00230433 -0.0132436 0.00117477 -0.00105304 internal_weight=84473 43847 40626 35298 39863 19233 9519 6433 25779 19825 16259 20630 13708 6922 2640 4282 5650 15052 3566 5328 1027 13583 2792 501 3312 10271 5954 3641 11100 5109 internal_count=84473 43847 40626 35298 39863 19233 9519 6433 25779 19825 16259 20630 13708 6922 2640 4282 5650 15052 3566 5328 1027 13583 2792 501 3312 10271 5954 3641 11100 5109 is_linear=0 shrinkage=0.04 Tree=79 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 0 34 30 30 17 13 28 27 20 10 23 15 16 28 0 30 30 27 11 23 21 2 24 34 9 split_gain=1584.19 583.928 380.947 334.648 177.001 154.934 144.007 92.5538 80.7746 72.9512 67.8154 65.3841 59.8593 58.9009 58.081 53.2533 48.6835 48.2159 42.6103 42.283 40.5516 36.5131 35.4545 34.3262 32.4245 30.6648 36.1697 32.3884 30.3117 29.7172 threshold=17509.054711704888 23978.514684770798 13717.198551583459 -253.74300000000127 21913.745000000006 19.500000000000004 21106.384000000002 166.86479013739611 788.77855333263017 15733.778500000002 0.7210268013660811 19524.404585156619 -621.90400000000034 17107.075000000004 0.60355339059327384 1471.2150000000004 14393.599500000002 19470.063750000005 22753.044317171043 18.500000000000004 288.63421104680657 323.68458316081779 -164.74499999999804 -0.8783796973249266 1319.2449999999992 18041.531000000006 4.5000000000000009 -444.5344999999997 26079.065000000006 -0.98296291314453399 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=2 4 -1 6 8 15 13 9 11 25 -8 12 -2 -4 16 18 -9 21 22 -20 -15 -13 -6 -19 -18 26 27 -5 29 -25 right_child=1 -3 3 7 5 -7 10 14 -10 -11 -12 17 -14 20 -16 -17 24 23 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-38.607012130335171 -2.2561905455988018 35.059817891947603 -9.7465182904610259 -2.7986399318071928 0.19861523904284695 -3.4832733320066471 -2.2094395687693034 4.6081568129652446 11.459794824121055 -0.15318809493899607 0.15135769227686979 1.4824755006720078 0.069108104213300978 -1.2721503260420286 -9.5456433383085102 14.440847389933625 0.67088186558292362 -1.8824746886536015 5.8790418343429343 -0.19539649633821682 -5.9816063367285821 7.0069560417803585 3.0980448613243063 3.1217078123133981 -3.8615742442951886 -6.2879048910118582 -3.1990144214536849 0.55855430550320306 6.8030507503724946 0.52332828276172227 leaf_weight=3996 2599 3984 5121 485 1716 936 3691 1049 673 3972 1777 1703 12980 1071 274 1395 5191 1457 3433 455 917 1077 2461 1084 345 700 2836 1209 260 15626 leaf_count=3996 2599 3984 5121 485 1716 936 3691 1049 673 3972 1777 1703 12980 1071 274 1395 5191 1457 3433 455 917 1077 2461 1084 345 700 2836 1209 260 15626 internal_value=-0.000505487 0.00384074 -0.00740945 -0.0057951 0.00261582 0.00723355 -0.0106814 -0.00196874 0.00133426 -0.00459031 -0.00580102 0.00108302 -0.000884524 -0.0144352 0.00154833 0.00876956 0.00229916 0.00252841 0.00752139 0.010535 -0.00859155 0.00743885 0.0047163 0.00178759 0.000802023 -0.00769407 -0.00649007 -0.00186541 0.00229346 0.00208259 internal_weight=84473 51839 32634 28638 47855 10396 12577 16061 37459 9202 5468 36786 15579 7109 6859 9460 6585 21207 8065 3888 1988 2780 4177 18427 5536 5230 4530 1694 16970 16710 internal_count=84473 51839 32634 28638 47855 10396 12577 16061 37459 9202 5468 36786 15579 7109 6859 9460 6585 21207 8065 3888 1988 2780 4177 18427 5536 5230 4530 1694 16970 16710 is_linear=0 shrinkage=0.04 Tree=80 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 0 28 30 9 28 30 10 28 30 21 23 0 28 14 35 0 10 1 1 0 30 30 2 13 15 split_gain=1498.88 570.359 368.299 319.902 175.185 150.73 112.089 161.47 111.819 129.866 75.6621 67.997 61.7234 58.5503 58.6667 56.1587 48.8043 46.6357 42.2584 36.616 35.8811 40.5075 34.2242 31.2006 30.4806 29.6802 29.2797 28.4681 28.2774 27.4807 threshold=17468.292563711151 24075.570481158906 13717.198551583459 -574.26899999999921 21913.745000000006 18.500000000000004 15726.903774559605 301.08702806566458 0.78656609248549325 14857.708620351243 788.77855333263017 -0.60355339059327384 19390.206085185499 160.17879296834562 17637.935750000004 -1137.0874999999985 7.5000000000000009 23012.551498405235 0.029024409397335523 19607.393363467265 20.500000000000004 -0.78656609248549325 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 447.85420867328548 547.12667486166038 4.5000000000000009 0.89404822654372251 14393.599500000002 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=2 4 -1 6 10 11 -4 -8 9 -5 12 17 15 27 29 25 -14 -6 -7 -13 21 -11 -20 -18 -17 -2 -25 -10 -23 -15 right_child=1 -3 3 8 5 18 7 -9 13 20 -12 19 16 14 -16 24 23 -19 22 -21 -22 28 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-37.062731645121787 -0.70086801870857018 37.381722051269755 -11.419366226258754 -5.1046357324570275 1.0132690640616056 7.4646638979106505 -0.15610257655702298 -5.2814548316138099 0.055655332380483744 -2.8034565089845636 10.683212104668346 3.6816829797373796 5.7321344856356884 5.9294803465786758 -1.1896328350313707 1.426450665815937 0.95378303718956892 4.9053545164653043 0.91994953386441924 11.443334382968169 -6.5540899716649799 -0.5627593337950384 -3.870161931315379 -0.062389658949687149 -0.1760043236126512 -2.9972822866660138 -8.8288788008948913 -2.4270384224652664 1.2061313095589139 1.6466438996880606 leaf_weight=3996 1703 3652 3640 2443 2959 305 2362 2403 1629 2240 681 1129 1098 814 1492 933 16086 1845 457 2926 772 5061 1091 5131 11118 886 172 1523 1291 2635 leaf_count=3996 1703 3652 3640 2443 2959 305 2362 2403 1629 2240 681 1129 1098 814 1492 933 16086 1845 457 2926 772 5061 1091 5131 11118 886 172 1523 1291 2635 internal_value=-0.000499331 0.00369317 -0.00727098 -0.00566614 0.00254575 0.00706124 -0.0122094 -0.00817209 -0.00290251 -0.00538494 0.0012664 0.00923129 0.00102405 0.00071914 0.00343655 -0.000997268 0.00234002 0.00601166 -0.00331355 0.0130456 -0.0032422 -0.0025 -0.00599483 0.00191781 0.000151025 -0.00634222 -0.000742976 -0.00354061 -0.000869018 0.00630328 internal_weight=84473 52172 32301 28305 48520 10712 8405 4765 19900 11807 37808 8859 37127 8093 4941 14640 22487 4804 1853 4055 9364 8592 1548 21389 12051 2589 5303 3152 6352 3449 internal_count=84473 52172 32301 28305 48520 10712 8405 4765 19900 11807 37808 8859 37127 8093 4941 14640 22487 4804 1853 4055 9364 8592 1548 21389 12051 2589 5303 3152 6352 3449 is_linear=0 shrinkage=0.04 Tree=81 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 31 0 30 30 13 35 10 24 28 27 23 15 15 10 23 28 0 23 30 15 30 22 30 2 30 split_gain=1429.79 556.756 364.579 303.525 163.955 148.45 145.742 82.68 71.019 63.9744 61.7817 67.9188 58.0096 56.8206 56.4068 55.241 51.2027 48.3212 45.3154 53.3627 42.3631 40.7906 40.5433 47.3363 36.946 35.8916 35.525 34.931 34.6999 43.6068 threshold=17509.054711704888 24075.570481158906 13717.198551583459 -253.74300000000127 21913.745000000006 18484.867296875007 19.500000000000004 213.12106874355172 788.77855333263017 0.76140650896573492 19941.231560267861 0.60355339059327384 797.79600000000039 20082.841291047527 65.482500000002815 -1157.7625000000005 14731.253500000001 20170.152750000005 0.78656609248549303 -144.86299999999935 15027.208251738861 20.500000000000004 677.37550000000203 69.069119110978434 19920.009000000002 547.12667486166038 19839.195000000003 72.281958624811693 4.5000000000000009 320.20167226405954 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=2 4 -1 5 8 10 14 12 13 28 11 -4 20 15 22 -2 -9 -15 19 -19 27 25 23 -6 -17 -18 -22 -5 29 -7 right_child=1 -3 3 7 6 9 -8 16 -10 -11 -12 -13 -14 17 -16 24 21 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-35.58022237931695 -1.116048491578258 35.886453169219024 -2.1480068472182756 -3.3100806838174686 2.3365713230421536 -0.68772080524242485 -3.3841697164194193 4.2340364325216067 10.574074546969497 0.36440094840949316 -0.17165465401427354 -9.1628223738055379 -4.5944241504937233 4.1537722751517139 6.7635940162769117 0.41062713698833253 1.3123987853195285 -0.74825776996207427 2.9825280256471887 1.1457464814982086 0.0063551409341744145 -10.034145726197858 7.9591399098395783 0.45415524944197389 -1.5131540515120288 -2.3660715806871302 -3.3764499893304309 -1.1744534443545853 -3.3144435785555832 -3.8329883647425596 leaf_weight=3996 3095 3652 795 1220 1595 2361 951 1241 673 1564 536 5554 1558 1332 4074 15829 2939 4015 899 9759 5849 192 1280 2811 1874 927 478 1657 1207 560 leaf_count=3996 3095 3652 795 1220 1595 2361 951 1241 673 1564 536 5554 1558 1332 4074 15829 2939 4015 899 9759 5849 192 1280 2811 1874 927 478 1657 1207 560 internal_value=-0.000501225 0.00362777 -0.00706012 -0.00548083 0.00248656 -0.0101344 0.0068509 -0.00183675 0.00123919 -0.00535488 -0.0140857 -0.0151866 -0.00385059 0.00100372 0.00830738 -0.000375036 0.00225326 0.00279538 0.00213317 0.00156527 -0.00264233 7.88566e-05 0.00573338 0.00391285 0.000486923 0.000972581 -0.000812391 -0.00666667 -0.00796512 -0.00560767 internal_weight=84473 51839 32634 28638 48187 12577 10711 16061 37476 5692 6885 6349 10762 36803 9760 20798 5299 16005 14673 13774 9204 4058 5686 4406 17703 3866 6327 2877 4128 2921 internal_count=84473 51839 32634 28638 48187 12577 10711 16061 37476 5692 6885 6349 10762 36803 9760 20798 5299 16005 14673 13774 9204 4058 5686 4406 17703 3866 6327 2877 4128 2921 is_linear=0 shrinkage=0.04 Tree=82 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 0 28 30 9 28 23 35 30 30 18 10 10 21 2 10 24 24 29 9 2 1 27 0 24 28 split_gain=1356.71 548.338 349.413 295.821 167.214 125.385 108.353 152.806 105.864 109.957 86.0399 61.8723 114.549 46.3438 62.1624 49.4518 43.9249 42.5655 49.3553 42.079 41.8289 41.4347 40.6428 39.9009 39.7615 38.4656 37.1195 36.4677 33.5494 33.0032 threshold=17393.697293452915 24176.500667701159 13717.198551583459 -574.26899999999921 22514.545500000004 18.500000000000004 15569.011563839465 320.20167226405954 0.91597561503675362 14857.708620351243 84.758749999999068 18629.371585565481 391.74903798481489 366.63986074815097 22912.653750000001 0.60355339059327384 0.37940952255126048 18318.134000000002 4.5000000000000009 -0.60355339059327384 -1428.4110000000016 -432.31849999999935 21628.165247674915 -0.78656609248549303 4.5000000000000009 1.0000000180025095e-35 24.804499999998374 9.5000000000000018 -2168.3829999999984 19699.282156589212 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=2 4 -1 6 10 19 -4 -8 9 21 13 29 -13 15 -15 16 24 18 25 -6 22 -5 -16 -20 27 -11 -26 -2 -17 -12 right_child=1 -3 3 8 5 -7 7 -9 -10 17 11 12 -14 14 20 28 -18 -19 23 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-34.157013484144301 -8.8754164352083169 39.206229417450231 -11.535097147574561 -5.0154215973200191 2.7040562122626581 -1.7390337614725286 -0.45350932657776866 -5.5936660798585214 1.095255077153197 -1.0911439650053945 -0.2997119541851862 1.1698067101983178 10.153163908202551 -1.716595531685307 -0.038914766586967742 -0.13106498784807627 -2.3060093716559642 -3.4389589819661341 0.32424273040989648 9.5346228224231169 -1.9980098777722743 -2.5605022625364291 2.7583143500359437 -1.9811941491133984 -2.5182956512238888 0.95411447747053901 1.8476974349084048 0.68215559848686103 2.110157440376788 1.2346173533253022 leaf_weight=3996 174 3320 3215 1724 3621 1204 2869 2129 4707 843 5067 4941 1834 3782 952 1205 1257 1295 1649 3163 476 1852 731 4358 1901 2998 556 9199 2240 7215 leaf_count=3996 174 3320 3215 1724 3621 1204 2869 2129 4707 843 5067 4941 1834 3782 952 1205 1257 1295 1649 3163 476 1852 731 4358 1901 2998 556 9199 2240 7215 internal_value=-0.000490808 0.00343162 -0.0070422 -0.00544376 0.00237651 0.00767651 -0.0118081 -0.00812325 -0.00275301 -0.00442285 0.00135709 0.00333421 0.00640295 -0.000319495 -0.0033496 0.000769417 -0.000353022 -0.00246433 -0.00156783 0.00978774 0.00206577 -0.0105257 0.00502674 -0.0038322 0.000402367 0.00197344 -0.00412698 0.00158967 0.00503338 0.00164143 internal_weight=84473 52838 31635 27639 49518 7988 8213 4998 19426 14719 41530 19057 6775 22473 5941 16532 13087 11143 9848 6784 2159 3576 1683 6007 11830 3841 2457 9373 3445 12282 internal_count=84473 52838 31635 27639 49518 7988 8213 4998 19426 14719 41530 19057 6775 22473 5941 16532 13087 11143 9848 6784 2159 3576 1683 6007 11830 3841 2457 9373 3445 12282 is_linear=0 shrinkage=0.04 Tree=83 num_leaves=31 num_cat=0 split_feature=28 28 28 23 9 24 28 21 28 30 34 30 0 28 9 11 35 10 28 23 0 1 30 28 23 32 24 0 24 30 split_gain=1297.48 463.733 455.63 236.94 157.013 126.329 116.055 99.3087 92.9078 76.4541 70.5843 69.1056 65.0724 61.796 96.3345 54.133 52.0576 49.7187 44.7231 43.6665 36.9727 93.9632 36.4408 32.7217 32.5076 30.1348 33.6988 28.6024 26.6592 25.6731 threshold=19098.659764133641 14426.416639559577 24176.500667701159 -947.36125000000072 0.91597561503675362 -244.69199999999998 13393.219174162363 23095.195000000003 15803.620355005065 340.95608111853102 18214.190500000004 239.82953565211906 18.500000000000004 15261.891036622583 0.78656609248549325 -0.8783796973249266 18656.075323660716 0.78656609248549303 18263.59444859147 90.096250000000524 5.5000000000000009 1.0000000180025095e-35 158.44563702188896 23012.551498405235 1841.0500000000013 2543.7101446311331 1068.5074999999999 6.5000000000000009 -1462.6187499999994 340.95608111853102 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 5 4 8 7 -1 -7 19 -3 -10 17 -8 23 14 28 -15 -6 27 -11 -2 21 -17 -16 -9 25 26 -21 -5 -12 -18 right_child=2 3 -4 10 16 6 11 12 9 18 13 -13 -14 15 22 20 29 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-22.688058321463249 0.16114799796501758 -11.146336176552358 37.637980240752221 2.7388349597452182 1.5674694582203665 -29.700280161689044 -2.8858098585940026 2.5757071287180588 -0.41412755781027955 -3.9418358806102334 -5.2382799522764252 5.0588482676629063 -1.4553033777575184 -1.0525669098816435 -1.005551163469645 -1.2451698556854536 -1.0171355251409113 -12.154621692880065 -1.0567168464665884 1.3781106363462459 -0.22241568589481175 1.4295576548847748 3.1363056184603919 7.1844946485839323 7.6666177091874124 2.8057091726635552 -0.38470104234504104 -2.481060627184779 -1.8698023540121722 14.29113131021637 leaf_weight=4757 16274 1493 3320 308 674 906 1145 1883 2391 2586 807 518 654 6308 1059 1470 104 606 1049 5845 8971 5237 826 2391 399 2974 3262 2640 1878 1738 leaf_count=4757 16274 1493 3320 308 674 906 1145 1883 2391 2586 807 518 654 6308 1059 1470 104 606 1049 5845 8971 5237 826 2391 399 2974 3262 2640 1878 1738 internal_value=-0.000493649 -0.00514159 0.00479376 -0.00334901 0.00349301 -0.0143489 -0.00720125 0.00277299 -0.00970076 -0.00748755 -0.00176287 -0.000926037 0.00801948 -0.00105438 -0.00528665 -0.000174657 0.013132 -0.00705684 -0.0111417 0.00187383 0.00108432 0.00333085 0.00164456 0.0098175 0.00365385 0.00328284 0.00214121 -0.0049118 -0.0101527 0.0166124 internal_weight=84473 44955 39518 37629 36198 7326 2569 33682 7519 6026 30110 1663 4928 26556 4570 21986 2516 3554 3635 28754 15678 6707 1885 4274 12480 12081 9107 2948 2685 1842 internal_count=84473 44955 39518 37629 36198 7326 2569 33682 7519 6026 30110 1663 4928 26556 4570 21986 2516 3554 3635 28754 15678 6707 1885 4274 12480 12081 9107 2948 2685 1842 is_linear=0 shrinkage=0.04 Tree=84 num_leaves=31 num_cat=0 split_feature=28 28 28 24 28 30 21 27 0 30 0 9 2 24 30 28 24 32 10 30 28 34 30 1 10 30 30 3 2 30 split_gain=1232.47 508.225 382.379 284.175 199.199 209.269 132.56 95.6858 85.343 84.1525 78.1689 50.6872 48.5809 46.9678 43.4186 42.2093 41.8662 41.3386 40.7134 39.1355 36.54 35.6549 32.1958 31.0385 30.3013 28.7362 53.4487 28.2066 28.0097 26.4081 threshold=17887.884427338144 24176.500667701159 13505.029124054226 -629.81149999999968 15411.036088599043 301.08702806566458 22954.292500000003 24.804499999998374 8.5000000000000018 671.4688051908488 18.500000000000004 -0.78656609248549303 4.5000000000000009 4182.7237500000001 41.427278077783598 20686.587893205284 1467.4697500000023 1700.6553838928232 0.91597561503675351 499.11774944669639 14571.017363606739 17988.675000000007 479.12341686379733 2.5000000000000004 -0.60355339059327384 611.6675602009542 295.02951886111089 352.50000000000006 4.5000000000000009 61.817226721143605 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=2 6 -1 4 18 12 7 13 14 15 24 28 -6 19 -5 -9 17 -16 20 23 -4 -13 -17 -2 -8 26 -19 -26 -10 -25 right_child=1 -3 3 8 5 -7 10 9 11 -11 -12 21 -14 -15 16 22 -18 25 -20 -21 -22 -23 -24 29 27 -27 -28 -29 -30 -31 leaf_value=-37.026060698385592 0.41754939006219505 36.132461031122077 -6.7299329818298794 -1.8270709025298129 0.43290001425921221 -4.179604425703328 2.9536365646337801 0.53372760488316995 -2.5402087362112069 9.5489133380848212 -1.4806094309553737 -5.313362624777656 -1.4500736280619457 5.480991664331814 3.9403838510996141 1.9420765531807411 -2.061380247013076 0.147457424349559 -13.796710238742126 -1.6379577122139746 -1.7371908580152375 -1.9574886256494575 11.931894360240404 0.54361066618250331 9.843780477288238 -2.939212974460097 3.7297862157483541 -1.2505667725025706 0.43712477004741235 -1.6433026911808701 leaf_weight=3330 15813 3320 1168 915 3654 3328 2731 9602 460 1319 769 1701 1656 595 1009 4706 1058 4975 2442 1875 1655 3812 329 1072 2253 572 1522 176 2374 4282 leaf_count=3330 15813 3320 1168 915 3654 3328 2731 9602 460 1319 769 1701 1656 595 1009 4706 1058 4975 2442 1875 1655 3812 329 1072 2253 572 1522 176 2374 4282 internal_value=-0.000476602 0.00365014 -0.00613342 -0.00480295 -0.0091189 -0.00538088 0.00254822 0.00171293 -0.00154147 0.00410629 0.00812616 -0.00453097 -0.000451977 9.73051e-05 0.0009412 0.00323427 0.0017732 0.00275316 -0.0152517 -0.00018922 -0.0119802 -0.00676583 0.0062006 0.000301413 0.00989922 0.00167209 0.00242881 0.0131494 -0.000183486 -0.00233097 internal_weight=84473 48842 35631 32301 13903 8638 45522 39593 18398 15956 5929 8347 5310 23637 10051 14637 9136 8078 5265 23042 2823 5513 5035 21167 5160 7069 6497 2429 2834 5354 internal_count=84473 48842 35631 32301 13903 8638 45522 39593 18398 15956 5929 8347 5310 23637 10051 14637 9136 8078 5265 23042 2823 5513 5035 21167 5160 7069 6497 2429 2834 5354 is_linear=0 shrinkage=0.04 Tree=85 num_leaves=31 num_cat=0 split_feature=28 28 28 10 31 28 8 30 30 28 35 1 24 14 17 27 30 30 10 10 15 0 30 28 17 11 33 0 13 1 split_gain=1178.53 507.807 345.404 291.457 179.7 138.253 124.061 99.2658 86.3532 95.7944 76.6538 75.747 76.4277 69.2051 66.7574 63.7807 56.3994 51.2981 46.8083 44.85 36.3434 34.6407 32.8398 38.8609 30.9836 34.1411 54.6003 29.0941 39.1868 27.972 threshold=17315.650473998099 24075.570481158906 13505.029124054226 0.78656609248549303 18453.157812500005 20686.587893205284 1.0000000180025095e-35 144.67794003813268 330.28134992691815 22753.044317171043 19941.231560267861 1.0000000180025095e-35 -1582.5997500000001 0.029024409397335523 15733.778500000002 -712.1130000000029 788.77855333263017 92.61574251484285 -0.78656609248549325 0.60355339059327384 14278.781000000001 7.5000000000000009 348.04149266744224 15726.903774559605 20605.842500000002 -0.8783796973249266 14974.193250000002 14.500000000000002 0.85673801594079257 2.5000000000000004 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=2 5 -1 7 10 15 8 14 9 27 -5 -8 -13 -14 -4 -2 24 -6 -10 20 21 -9 23 -19 25 -17 -27 28 -7 -15 right_child=1 -3 3 4 17 6 11 19 18 -11 -12 12 13 29 -16 16 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-35.5450182704502 -1.4279378576413728 29.963049437018491 -2.5981783307913431 -9.229095825306576 0.90255520244856602 1.2279064806240059 2.283275686865891 6.5337541991697075 -1.5147825969602855 5.0625133331969847 -0.058799329455068799 2.8119667191898041 0.83139039080168009 -2.1211461281825903 -0.27065610432742687 -0.58712469800622791 7.7512362277662037 -2.875931283261234 14.215203765522093 -5.3314028146619243 0.34865376675486914 -0.45219961930230057 -4.0052090711321213 -0.43723593848902964 -0.49210610928130338 0.26450453791359907 1.7827344760426787 2.0454446018132151 -1.225850430407154 -7.3090027569801901 leaf_weight=3330 4239 3652 5471 5199 767 3958 1370 769 194 4309 491 399 1085 1514 4138 4177 726 991 1538 361 6249 380 573 2250 4577 11014 4867 3451 1831 603 leaf_count=3330 4239 3652 5471 5199 767 3958 1370 769 194 4309 491 399 1085 1514 4138 4177 726 991 1538 361 6249 380 573 2250 4577 11014 4867 3451 1831 603 internal_value=-0.000478496 0.00311603 -0.00668862 -0.00522233 -0.0105637 0.0020613 0.00460794 -0.00206357 0.00639356 0.00531847 -0.0153111 -0.00088111 -0.00392669 -0.00598376 -0.00478093 0.000318919 0.00107803 -0.0046671 0.0148037 0.00130171 0.00197351 0.00851175 -0.00656529 -0.00500463 0.000754211 0.00143185 0.00227819 0.00302165 0.00128865 -0.0101937 internal_weight=84473 53504 30969 27639 10271 49852 20252 17368 15281 13549 5690 4971 3601 3202 9609 29600 25361 4581 1732 7759 7398 1149 3814 3241 24635 20058 15881 9240 5789 2117 internal_count=84473 53504 30969 27639 10271 49852 20252 17368 15281 13549 5690 4971 3601 3202 9609 29600 25361 4581 1732 7759 7398 1149 3814 3241 24635 20058 15881 9240 5789 2117 is_linear=0 shrinkage=0.04 Tree=86 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 34 28 24 28 27 28 9 30 30 0 34 22 16 11 30 1 30 28 30 0 1 10 15 8 0 split_gain=1116.93 447.039 423.033 214.178 143.662 122.431 101.731 92.5334 81.7157 80.4922 73.2394 143.114 72.5101 64.4229 60.2844 57.3298 56.475 53.3697 48.9117 48.7149 44.3338 41.9369 41.6134 38.6225 35.0419 88.5317 33.6982 27.4261 52.29 30.1757 threshold=19133.008352018198 14190.638755051737 24284.975302986288 -947.36125000000072 695.71550000000036 23295.442500000001 15803.620355005065 -96.305000000000277 13280.32026493133 35.459249999999891 15223.235745933016 0.78656609248549325 340.95608111853102 70.140424669563117 9.5000000000000018 18214.190500000004 22595.534500000005 22780.315000000002 -0.8783796973249266 247.77089641851128 1.0000000180025095e-35 239.82953565211906 17393.697293452915 611.6675602009542 5.5000000000000009 1.0000000180025095e-35 0.91597561503675351 22780.190000000006 1.0000000180025095e-35 21.500000000000004 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 7 4 6 9 20 -3 -1 -9 13 11 26 -8 17 -15 -12 -11 -2 -17 -13 -6 -10 -14 -22 25 -20 -5 -16 -29 -30 right_child=2 3 -4 10 5 -7 12 8 21 16 15 19 22 14 27 18 -18 -19 24 -21 23 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-23.213511031001907 0.48010116923222085 -10.599651771681019 37.754890612396558 -2.4716694993814965 5.6032285565683564 10.715204269833485 -0.33017333177613184 -27.148677100394345 -3.0134832480551994 1.0761191499121925 -2.7501096229315589 -0.43906859631591943 -4.7585869844651461 -4.87839477502901 0.27656727295827294 -0.96631103233303295 4.7394033990069877 3.3825891826595034 -1.1427971064603479 4.8639944779055444 -0.056558889934822221 4.4389898833548429 -1.575270583397578 7.6249217482373934 -0.24875927965556913 1.3685270399044385 -8.1236392060007354 0.71099592105158083 -3.6261459739767452 5.5789895036314556 leaf_weight=4381 4132 1637 2988 3404 989 2657 2406 577 638 7742 2579 1778 1469 783 10664 6382 2517 1082 1504 670 2505 398 2206 361 9244 5367 648 1458 1254 53 leaf_count=4381 4132 1637 2988 3404 989 2657 2406 577 638 7742 2579 1778 1469 783 10664 6382 2517 1082 1504 670 2505 398 2206 361 9244 5367 648 1458 1254 53 internal_value=-0.000494596 -0.00477301 0.00445017 -0.00322085 0.00325607 0.00863636 -0.00919409 -0.0149483 -0.00675759 0.0020758 -0.00176083 -0.00554462 -0.00681138 0.000562133 -0.000833099 -0.000780029 0.004942 0.00436517 -0.000132462 0.0020915 0.00408301 -3.861e-05 -0.0103456 0.00156315 0.00104127 0.00320477 -0.0101579 -0.000204036 -0.00375407 -0.00956389 internal_weight=84473 45288 39185 39294 36197 6512 7718 5994 1613 29685 31576 6500 6081 19426 14212 25076 10259 5214 22497 2448 3855 1036 3675 2866 16115 6871 4052 13429 2765 1307 internal_count=84473 45288 39185 39294 36197 6512 7718 5994 1613 29685 31576 6500 6081 19426 14212 25076 10259 5214 22497 2448 3855 1036 3675 2866 16115 6871 4052 13429 2765 1307 is_linear=0 shrinkage=0.04 Tree=87 num_leaves=31 num_cat=0 split_feature=28 28 28 10 31 21 0 30 35 30 29 28 30 27 11 10 9 9 14 9 15 30 23 0 28 1 16 1 0 18 split_gain=1067.65 485.758 344.32 277.473 173.628 136.832 127.978 87.6941 71.1042 68.087 54.1424 51.5699 49.9651 49.0195 53.3633 48.8671 46.9712 44.402 46.1139 42.1662 41.2233 40.4439 36.5607 35.7261 34.5676 30.6371 30.4619 36.2137 30.0904 33.6569 threshold=17315.650473998099 24284.975302986288 13505.029124054226 0.78656609248549303 18414.354661458336 21724.290000000005 19.500000000000004 96.087956466311809 19941.231560267861 227.48473101718062 15169.513889797103 22943.160399336277 98.325152703589609 -738.38574999999935 -0.8783796973249266 -0.78656609248549325 0.91597561503675362 0.12940952255126045 0.38043945030393422 -0.37940952255126059 14493.713750000001 442.13977880640078 120.82000000000245 18.500000000000004 19421.760309143268 1.5000000000000002 16136.294000000002 1.0000000180025095e-35 12.500000000000002 22912.653750000001 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=2 5 -1 7 8 13 9 10 -5 11 -4 -7 -6 24 -15 -11 -9 19 26 -16 -18 -20 -12 -13 -2 -25 27 -19 -21 -30 right_child=1 -3 3 4 12 6 -8 16 -10 15 22 23 -14 14 17 -17 20 18 21 28 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=-33.184589161388246 -2.3194988916542205 36.244694987900729 -3.1230636030597818 -8.6122156471364004 0.78633136083804855 0.77786347060296979 -2.98524405090473 -0.67064492093733863 -0.018166949128135459 0.44568592026247644 -0.17311925694419189 4.7716110649722401 -1.5626908503271262 -0.75427371454527026 0.71122844675599484 12.049394228241363 5.0478754593791386 4.7870178269616739 1.6673276872689895 0.44351781608493185 0.61933231176386472 11.114842109474266 -2.5323460380736651 2.6145912202401087 -0.13213274923473364 -3.1067455060921203 1.5208532617529273 -2.8480145873079894 -1.8300800767766487 0.50533069664044894 leaf_weight=3330 1889 2988 2448 5101 894 4774 1178 6402 468 458 3327 3288 3808 5268 13493 2366 1048 254 2203 2284 3098 915 1045 253 3763 263 3812 849 2425 781 leaf_count=3330 1889 2988 2448 5101 894 4774 1178 6402 468 458 3327 3288 3808 5268 13493 2366 1048 254 2203 2284 3098 915 1045 253 3763 263 3812 849 2425 781 internal_value=-0.000484652 0.0029366 -0.00639543 -0.00493144 -0.0101431 0.00200966 0.0056248 -0.00184938 -0.0149219 0.00692159 -0.00538416 0.00514805 -0.0044832 0.000810839 0.00141246 0.0123088 0.000436102 0.00213059 0.00462343 0.0010757 0.00375301 0.00842848 -0.00271729 0.0086225 -0.00262562 -0.00116279 0.00220956 -0.00364461 -0.00187978 -0.00437929 internal_weight=84473 53504 30969 27639 10271 50516 12580 17368 5569 11402 6820 8578 4702 37936 32284 2824 10548 27016 8033 18983 4146 3118 4372 3804 5652 516 4915 1103 5490 3206 internal_count=84473 53504 30969 27639 10271 50516 12580 17368 5569 11402 6820 8578 4702 37936 32284 2824 10548 27016 8033 18983 4146 3118 4372 3804 5652 516 4915 1103 5490 3206 is_linear=0 shrinkage=0.04 Tree=88 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 28 30 9 28 0 23 14 30 10 30 21 30 1 9 10 21 2 11 28 0 10 10 28 10 3 split_gain=1015.31 468.852 337.502 266.086 138.038 119.89 130.585 92.7559 102.139 79.9675 70.8919 66.1533 95.3252 64.9524 41.89 51.1551 40.8959 40.1144 62.8035 37.1418 36.7382 36.4879 34.7119 32.7848 30.7478 28.1269 27.1375 25.2095 23.3404 23.6744 threshold=17315.650473998099 24400.066320139897 13505.029124054226 -574.26899999999921 22954.292500000003 15411.036088599043 288.63421104680657 0.78656609248549325 14760.040749986076 18.500000000000004 94.789999999999068 0.26659387353423869 436.49130984195347 -0.37940952255126015 184.28541776231103 17726.624250000004 499.11774944669639 1.0000000180025095e-35 -0.91597561503675329 -0.78656609248549325 18505.480000000007 4.5000000000000009 -0.8783796973249266 23084.306714417227 21.500000000000004 -0.70710678118654757 -0.78656609248549325 15373.870563268743 -0.60355339059327384 349.50000000000006 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=2 4 -1 5 10 -4 -7 8 -5 23 16 17 13 -13 21 27 22 19 -19 -12 24 -9 -2 28 26 -20 -10 -16 -6 -30 right_child=1 -3 3 7 9 6 -8 14 20 -11 11 12 -14 -15 15 -17 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-31.857205594932712 -1.0924514338474547 40.313110313384676 -10.457957892776612 -4.0692915531545077 0.99746363601254417 -0.18958116879737646 -4.4568646530662956 0.55655766645410043 -2.0805234552730689 -1.5619501973806473 -1.0506734678898648 2.8979115970148999 10.162146913348115 -0.63454481940541885 4.2606682762142007 -1.3081198037695867 -1.652221390039631 2.2282005397650937 0.84246432453946907 3.0328667793951172 -3.521243156134624 -1.9832099776689212 0.23642271187760344 6.6390844529197057 -8.0867914487235986 -1.1060757492233098 0.033461233325360808 1.3449663706435968 7.821807861752168 -1.6377232532245398 leaf_weight=3330 3125 2656 2980 2386 1400 2590 2625 1981 1775 853 790 3473 1675 2175 1367 1180 1972 2036 2059 2496 1060 1752 19154 2970 303 5420 5865 1775 1077 173 leaf_count=3330 3125 2656 2980 2386 1400 2590 2625 1981 1775 853 790 3473 1675 2175 1367 1180 1972 2036 2059 2496 1060 1752 19154 2970 303 5420 5865 1775 1077 173 internal_value=-0.000487967 0.00284839 -0.00625206 -0.00480263 0.00199261 -0.0108481 -0.0071908 -0.00225468 -0.0045781 0.00744941 0.00119662 0.0029517 0.00598389 0.00349858 0.00103042 0.00371124 -0.000259783 0.00121709 -9.87914e-05 0.00502739 -0.00262801 -0.0020734 0.000228915 0.00918149 -0.00169457 -0.00179436 -0.00119895 0.0063781 0.00594717 0.00992 internal_weight=84473 53504 30969 27639 50848 8195 5215 19444 11389 6473 44375 20124 7323 5648 8055 4322 24251 12801 9515 3286 9003 3733 22279 5620 7943 7479 7640 3142 2650 1250 internal_count=84473 53504 30969 27639 50848 8195 5215 19444 11389 6473 44375 20124 7323 5648 8055 4322 24251 12801 9515 3286 9003 3733 22279 5620 7943 7479 7640 3142 2650 1250 is_linear=0 shrinkage=0.04 Tree=89 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 0 28 30 9 28 23 28 0 0 27 30 30 21 30 21 9 0 2 0 30 28 10 30 30 15 split_gain=963.632 459.812 332.592 252.593 128.527 122.176 119.858 132.443 83.4303 84.8122 70.6876 86.77 65.3298 57.3626 50.7286 44.0844 38.8096 48.9574 34.9307 34.0591 33.567 41.2225 33.472 26.8752 26.1179 28.3352 25.8593 25.6856 24.2952 24.2858 threshold=17315.650473998099 24400.066320139897 13505.029124054226 -531.10475000000122 20113.359122440077 7.5000000000000009 15333.315708035167 253.19305877407245 0.78656609248549325 14714.822753354589 -139.51750000000172 22877.189272965905 21.500000000000004 18.500000000000004 -752.44499999999778 96.087956466311809 184.28541776231103 17726.624250000004 788.77855333263017 18505.480000000007 -0.78656609248549303 19.500000000000004 4.5000000000000009 21.500000000000004 351.79914036483859 16087.611729634733 -0.78656609248549325 499.11774944669639 534.66535094519145 14278.781000000001 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=2 4 -1 6 14 27 -4 -8 9 -5 12 -12 15 -13 -2 -7 22 29 -16 23 21 -17 -10 26 25 -9 -11 -6 -22 -18 right_child=1 -3 3 8 5 10 7 24 16 19 11 13 -14 -15 18 20 17 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-30.582917371135373 -1.7167589050158132 38.700585900849255 -9.8906717944152476 -3.8623735825698531 3.3617428080261744 0.82777609181961453 0.027348311515343084 -5.5900100217903672 0.53429535979594223 -2.0025147109701358 1.0687069053183951 6.1230681173528136 2.8093866025104943 -1.3349534314224729 0.053944695190293712 -0.88789729594500388 5.7486875085646902 -1.2557950116188294 4.827202902155987 -3.377106856533501 -0.0017670798078324879 -7.9962340891017814 -1.9038815785621774 -7.5577284865184993 -5.5894216959024563 -0.96571336792898366 0.025733107604464751 14.258342207448587 -3.8518784890809186 1.6698211072161939 leaf_weight=3330 2952 2656 3029 2137 495 2298 2452 555 1981 1787 13037 3820 851 493 20367 784 712 1180 637 1067 2870 831 1752 280 1638 985 5654 1153 260 2430 leaf_count=3330 2952 2656 3029 2137 495 2298 2452 555 1981 1787 13037 3820 851 493 20367 784 712 1180 637 1067 2870 831 1752 280 1638 985 5654 1153 260 2430 internal_value=-0.000484178 0.00276615 -0.00609965 -0.00466081 0.00191866 0.00381675 -0.0103222 -0.00687034 -0.00207798 -0.00435515 0.00312787 0.00455562 -1.01343e-05 0.00947368 -0.000212055 -0.00127502 0.00101055 0.00359093 0.000478004 -0.00261721 -0.00347734 -0.00816099 -0.00197696 -0.00169149 -0.0122593 -0.00851948 -0.00123371 0.0143689 -0.0010607 0.00619987 internal_weight=84473 53504 30969 27639 50848 26892 8659 5630 18980 10925 25244 17350 7894 4313 23956 7043 8055 4322 21004 8788 4745 1615 3733 7721 3178 1540 7441 1648 3130 3142 internal_count=84473 53504 30969 27639 50848 26892 8659 5630 18980 10925 25244 17350 7894 4313 23956 7043 8055 4322 21004 8788 4745 1615 3733 7721 3178 1540 7441 1648 3130 3142 is_linear=0 shrinkage=0.04 Tree=90 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 23 31 30 27 24 28 28 9 30 9 0 2 28 30 28 30 1 27 0 28 32 0 1 9 10 split_gain=912.094 407.588 387.184 188.815 148.639 129.13 116.771 86.0849 72.7824 66.5935 62.7368 58.0975 127.041 51.2835 56.7318 50.7248 61.1826 50.545 48.9428 48.0776 47.3537 44.7487 66.4499 43.5982 40.0054 39.1689 38.2675 36.4874 35.5228 31.6413 threshold=19098.659764133641 13890.480378080732 24400.066320139897 -850.15350000000024 15726.903774559605 695.71550000000036 20922.656307291672 340.95608111853102 35.459249999999891 -87.538749999999695 13159.348133015183 15027.208251738861 0.78656609248549325 69.069119110978434 0.60355339059327384 6.5000000000000009 4.5000000000000009 21559.751284171118 229.69531674838905 21465.801324169504 202.35369738708064 1.0000000180025095e-35 536.75199999999961 19.500000000000004 17276.846697237805 1337.857744120173 5.5000000000000009 1.0000000180025095e-35 -0.60355339059327362 -0.5 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 9 5 4 -3 8 18 -6 13 -1 -11 12 -5 19 -15 16 21 -10 29 -2 -14 26 -23 -19 -9 -17 -13 -20 -27 -7 right_child=2 3 -4 11 7 6 -8 24 17 10 -12 15 20 14 -16 25 -18 23 27 -21 -22 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-24.565461146788948 0.10009540850456689 -9.6870417673695197 37.152562464815276 -3.2027139300018463 -0.050826489361097626 2.125979671385867 12.159218937937185 -4.4888863450057395 0.69054722639222743 -25.162221101182805 0.13326592311321292 -1.092117669177751 -0.71447575284440978 -0.10852924026970868 -4.7428258348016241 -5.0607162714960578 -1.2261284627014539 4.2205549011611581 9.2741700786708687 2.0865013000484032 3.8669975051951768 1.5941342293925118 -0.91053661663405361 -1.9859869656214142 -1.3864504575372849 0.21754871068049397 8.3992636603608837 2.3411349459177293 -1.2461197675592848 -1.2895228737055733 leaf_weight=3498 2977 2136 2656 3486 3032 907 1876 1437 6390 478 686 1535 1656 13736 804 883 1960 3682 551 2261 835 4978 1513 376 2413 5620 437 1973 8372 1329 leaf_count=3498 2977 2136 2656 3486 3032 907 1876 1437 6390 478 686 1535 1656 13736 804 883 1960 3682 551 2261 835 4978 1513 376 2413 5620 437 1973 8372 1329 internal_value=-0.000478496 -0.00437549 0.00395465 -0.00307994 -0.0081792 0.00289187 0.00794454 -0.00531822 0.00178257 -0.0155727 -0.00728522 -0.00160959 -0.00515643 0.000355951 -0.000866575 -0.000771602 0.00136813 0.00448315 0.00461345 0.00374952 0.00174227 0.00284296 0.00444616 0.00797437 -0.00928831 -0.00227092 -0.00243408 0.00843106 -0.00175529 0.000304114 internal_weight=84473 44955 39518 40293 9018 36862 6636 6882 30226 4662 1164 31275 5977 19778 14540 25298 10423 10448 4760 5238 2491 8463 6491 4058 3850 14875 1972 2524 13992 2236 internal_count=84473 44955 39518 40293 9018 36862 6636 6882 30226 4662 1164 31275 5977 19778 14540 25298 10423 10448 4760 5238 2491 8463 6491 4058 3850 14875 1972 2524 13992 2236 is_linear=0 shrinkage=0.04 Tree=91 num_leaves=31 num_cat=0 split_feature=28 28 24 28 28 34 0 23 0 30 23 28 0 2 0 33 3 11 9 0 3 2 9 30 1 0 0 0 18 30 split_gain=873.948 478.151 263.153 195.004 186.707 125.074 117.615 111.72 96.3943 64.3821 59.3423 71.5098 62.4986 56.4211 50.486 43.9081 41.7199 41.3723 38.046 53.4201 37.5764 35.8226 29.2829 28.7634 27.8911 28.0872 35.9613 35.2671 32.3594 26.6802 threshold=15803.620355005065 24284.975302986288 -493.36950000000064 13159.348133015183 20082.841291047527 18969.175000000003 7.5000000000000009 -1007.5884999999997 8.5000000000000018 247.77089641851128 -139.51750000000172 22877.189272965905 21.500000000000004 4.5000000000000009 18.500000000000004 14974.193250000002 144.50000000000003 -0.8783796973249266 -0.78656609248549303 19.500000000000004 117.50000000000001 4.5000000000000009 -0.78656609248549303 506.79399914501852 1.5000000000000002 18.500000000000004 13.500000000000002 12.500000000000002 16335.105000000001 514.39566459086393 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=2 4 5 -4 7 -1 29 20 9 21 12 -12 18 16 -13 24 -7 -17 19 -8 -2 -5 -10 -20 -9 26 27 28 -26 -6 right_child=1 -3 3 8 6 13 10 15 22 -11 11 14 -14 -15 -16 17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-18.791217114825777 -0.39890524209302386 30.160952153722612 -31.689519413011876 0.73424067769861723 3.0037457249462025 0.066417169325068248 -0.39022412144113333 0.1920690264478617 0.02594395726140647 3.8684876026318307 0.97925248096507855 5.5734432101612041 2.5987410145140166 -4.8136182655663289 -1.3230543138820212 -0.43366796011905534 -2.2690122344873815 1.1032706782080641 0.47429506458938703 -7.4431345616918412 -2.0147203634317701 -1.8996591171019099 -4.1700033880014598 -2.0047724836816632 -1.9091265259067587 -2.3651557230735487 0.74773245202137328 -5.0917996722683894 0.95104751795835907 13.594363121313945 leaf_weight=3521 2713 2988 1106 2175 561 1107 1383 9216 663 1594 13248 3611 880 2085 476 3443 2479 7723 4310 838 3967 1473 2112 484 2593 2135 2690 519 1279 1101 leaf_count=3521 2713 2988 1106 2175 561 1107 1383 9216 663 1594 13248 3611 880 2085 476 3443 2479 7723 4310 838 3967 1473 2112 484 2593 2135 2690 519 1279 1101 internal_value=-0.000467132 0.00167357 -0.00819984 -0.00338704 0.000933988 -0.0129765 0.00345976 -0.00093831 -0.00121492 0.00197634 0.00278082 0.00408999 -9.37302e-05 -0.00929995 0.00871544 0.000116224 -0.00625767 0.00209565 -0.00135424 -0.00568213 -0.00561078 -0.000953947 -0.00724324 0.000650814 -0.0010829 -0.00263889 -0.00142635 -0.00365748 -0.00234504 0.0137665 internal_weight=84473 66158 18315 9123 63170 9192 26892 36278 8017 5242 25230 17335 7895 5671 4087 29598 3586 11166 7015 2221 6680 3648 2775 4794 18432 9216 7081 4391 3872 1662 internal_count=84473 66158 18315 9123 63170 9192 26892 36278 8017 5242 25230 17335 7895 5671 4087 29598 3586 11166 7015 2221 6680 3648 2775 4794 18432 9216 7081 4391 3872 1662 is_linear=0 shrinkage=0.04 Tree=92 num_leaves=31 num_cat=0 split_feature=28 28 28 23 34 21 9 28 27 35 0 21 30 24 21 13 2 30 27 23 20 10 9 14 30 3 1 30 1 13 split_gain=836.361 417.105 327.381 239.358 121.79 107.499 77.3994 70.5519 59.207 57.0681 53.1624 51.7646 48.9434 46.8454 41.4939 36.4631 35.005 33.5033 32.474 32.4458 30.2362 30.0549 30.0046 29.2301 36.4886 28.9818 28.0907 27.5206 27.2107 26.2696 threshold=17315.650473998099 24400.066320139897 13393.219174162363 -574.26899999999921 20841.721250000006 23095.195000000003 0.91597561503675362 14760.040749986076 24.804499999998374 19941.231560267861 18.500000000000004 20959.786000000004 534.66535094519145 4182.7237500000001 17996.947500000006 0.21022171450811275 4.5000000000000009 499.11774944669639 536.75199999999961 -111.41149999999833 17704.462500000005 -0.60355339059327384 -0.78656609248549303 0.41202506375868281 561.02947301335178 349.50000000000006 2.5000000000000004 166.86479013739611 1.0000000180025095e-35 0.7090011537757156 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=2 5 -1 4 9 8 7 19 13 20 21 -10 -13 17 16 -6 18 26 28 -5 -4 29 -18 24 27 -23 -2 -8 -9 -7 right_child=1 -3 3 6 15 10 23 14 11 -11 -12 12 -14 -15 -16 -17 22 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-30.480253743620924 0.25521677658703995 34.460021880073768 -8.9744431498119592 -3.7203527317548652 -2.133411152732879 4.179079281348459 0.11318185427520802 -0.5717620167881251 0.436256452218513 0.28305416007788153 -1.3608083007019014 1.6001625738669827 9.0728650760302845 4.8863272205855903 -2.6767700598690136 -0.026929514178918909 0.53703342281005462 -1.514627567879943 -2.4335913421943407 -1.6459637351304264 -1.7546615614121766 8.3854614441574089 -1.4504599054660139 -0.90614083433261838 -1.0811852566065501 -0.85497932747530292 -0.83617388075479537 4.3931138160960108 1.0822041135995824 0.21863486119422304 leaf_weight=2997 17459 2656 3708 1870 2083 1654 748 713 13647 327 729 4403 975 628 1575 1657 1488 1955 378 1834 518 2184 4234 1317 891 229 5913 1863 2768 1072 leaf_count=2997 17459 2656 3708 1870 2083 1654 748 713 13647 327 729 4403 975 628 1575 1657 1488 1955 378 1834 518 2184 4234 1317 891 229 5913 1863 2768 1072 internal_value=-0.000469026 0.00255906 -0.00570054 -0.00435435 -0.0100543 0.00175189 -0.00195233 -0.00338089 0.00108759 -0.0144476 0.0068439 0.00278265 0.00610636 -0.000154883 -0.00179276 -0.00470588 -0.000803674 -0.000422474 0.00214045 -0.00816415 -0.0156933 0.00827788 -0.00278923 0.00245279 0.00436322 0.0115292 -1.71145e-06 0.00674837 0.00334961 0.00539985 internal_weight=84473 53504 30969 27972 8293 50848 19679 14860 44980 4553 5868 19025 5378 25955 11156 3740 9581 25327 3859 3704 4226 5139 5722 4819 3502 2413 23372 2611 3481 2726 internal_count=84473 53504 30969 27972 8293 50848 19679 14860 44980 4553 5868 19025 5378 25955 11156 3740 9581 25327 3859 3704 4226 5139 5722 4819 3502 2413 23372 2611 3481 2726 is_linear=0 shrinkage=0.04 Tree=93 num_leaves=31 num_cat=0 split_feature=28 28 24 28 28 34 0 23 0 23 28 30 2 0 0 0 14 18 28 3 1 32 2 27 1 14 23 2 31 9 split_gain=798.279 451.199 247.244 184.034 176.62 135.189 106.417 100.189 88.7614 57.9505 80.5917 57.732 54.9648 48.8562 57.5938 41.8214 41.3293 38.0539 36.8452 36.5057 35.1029 32.004 31.7534 36.4353 36.2286 31.4886 31.0822 30.9024 30.0777 29.8841 threshold=15803.620355005065 24522.192792716192 -493.36950000000064 13159.348133015183 20113.359122440077 18969.175000000003 7.5000000000000009 -1100.6159999999998 7.5000000000000009 14.230000000000475 23012.551498405235 198.24590076939623 4.5000000000000009 21.500000000000004 18.500000000000004 6.5000000000000009 1.0000000180025095e-35 21871.404500000004 19027.71006384405 142.50000000000003 1.0000000180025095e-35 1386.2352977427358 1.0000000180025095e-35 639.94024999999976 1.0000000180025095e-35 0.64414586362404946 -1007.5884999999997 4.5000000000000009 21180.31571354167 -0.5 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=2 4 5 -4 7 -1 28 17 11 13 -11 27 19 14 -8 18 -16 -2 22 -7 -18 -17 -9 24 -24 -26 -22 -5 -6 -23 right_child=1 -3 3 8 6 12 9 15 -10 10 -12 -13 -14 -15 16 21 20 -19 -20 -21 26 29 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-17.527492962995893 -2.0429146407060763 39.943339754870834 -29.202728486746565 0.66905363309277166 3.8661468077943573 0.13813213511883077 0.69522283015889119 3.2467529924063276 -2.472018520984093 1.0763931264273561 5.2726366298708305 3.7687248502631703 -4.4894703763329016 2.5914670680074781 1.714746599127684 -2.9050399494259911 0.35934069502167404 -0.38844773805518346 5.9113318007950149 -2.0188160035221152 0.3859087700361124 0.33291680718932187 -0.89788055900993646 -2.4397118115251941 1.5057850213411439 0.022102981673051546 -4.0714532599505038 -1.7829701745342754 15.870836776698125 -0.70942762864528053 leaf_weight=3521 3434 2324 1106 1846 866 1052 7439 744 3218 10488 3247 1760 2085 851 692 1137 660 2340 599 2534 340 9866 1539 885 2643 2174 1853 1193 788 11249 leaf_count=3521 3434 2324 1106 1846 866 1052 7439 744 3218 10488 3247 1760 2085 851 692 1137 660 2340 599 2534 340 9866 1539 885 2643 2174 1853 1193 788 11249 internal_value=-0.000460029 0.0015859 -0.0078504 -0.00318536 0.000955604 -0.0124804 0.00339553 -0.000858782 -0.00107522 0.00275948 0.00452712 0.00237133 -0.00865808 0.000708069 -7.28332e-06 4.66987e-05 -0.0042031 -0.00569449 0.00241845 -0.00565533 -0.00633018 -0.000868237 0.00170069 0.000892142 0.00195091 0.00365788 -0.00876425 -0.000967423 0.0132285 -0.000516221 internal_weight=84473 66158 18315 9123 63834 9192 27224 36610 8017 25570 13735 4799 5671 11835 10984 30836 3545 5774 8584 3586 2853 22252 7985 7241 6356 4817 2193 3039 1654 21115 internal_count=84473 66158 18315 9123 63834 9192 27224 36610 8017 25570 13735 4799 5671 11835 10984 30836 3545 5774 8584 3586 2853 22252 7985 7241 6356 4817 2193 3039 1654 21115 is_linear=0 shrinkage=0.04 Tree=94 num_leaves=31 num_cat=0 split_feature=28 28 23 28 28 34 0 30 23 21 35 10 0 0 28 30 2 20 0 23 9 32 31 23 28 27 1 0 30 15 split_gain=754.256 439.956 235.809 162.84 162.767 136.224 104.374 90.502 89.9371 54.5644 46.6136 46.226 45.8696 38.5945 35.8139 38.7143 35.7095 34.907 32.9184 52.1869 36.8829 30.4953 29.7739 29.2728 29.178 32.9373 42.252 29.0979 28.8986 28.293 threshold=15803.620355005065 24522.192792716192 -168.84750000000074 13044.508713858109 20082.841291047527 20029.345000000005 7.5000000000000009 276.51810097865274 -1100.6159999999998 23227.592500000002 19523.449972098217 -0.37940952255126015 18.500000000000004 6.5000000000000009 18347.287966098138 370.86425803107755 4.5000000000000009 18296.090500000002 21.500000000000004 -213.63500000000019 -0.78656609248549303 1355.6545870725988 21283.508075520836 -1028.0459999999991 18952.032063945324 639.94024999999976 1.0000000180025095e-35 19.500000000000004 38.02301402264721 19886.361000000001 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=2 4 5 -4 8 10 22 11 14 18 17 -5 -11 16 15 -2 24 -1 19 20 27 -15 -6 -7 25 26 -10 -8 -13 -23 right_child=1 -3 3 7 6 23 9 -9 13 12 -12 28 -14 21 -16 -17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-15.437031187881002 -0.83239578510540013 38.345606164675992 -29.969869223014065 -3.041567843932353 3.6777420206119134 -4.5013918825955992 -1.058568498421373 3.525086722172091 -0.50997544433550501 3.9561638751033752 -0.50220488673126962 -1.9470490010438517 -1.2857505738345207 -3.3054410861869838 -0.25802813150425208 -3.0502215630657883 -0.82526011086949436 -2.6051893598258178 2.4032299323433834 0.93174766294541767 -0.024392104506841861 -0.02067957114926685 15.437589270401514 -1.3469789827421483 5.5825877808052615 -1.343688837117079 1.4055409024252004 -8.1571254363558552 0.07724206523096655 -1.4812769033528457 leaf_weight=4329 1822 2324 894 2031 909 584 727 1530 1350 4465 333 650 655 894 2078 1848 1434 353 880 15123 3400 18894 764 3744 636 1061 4096 633 3867 2165 leaf_count=4329 1822 2324 894 2031 909 584 727 1530 1350 4465 333 650 655 894 2078 1848 1434 353 880 15123 3400 18894 764 3744 636 1061 4096 633 3867 2165 internal_value=-0.000443929 0.00154479 -0.00762763 -0.00299599 0.000922392 -0.0120754 0.00323995 -0.00120327 -0.000837973 0.00261407 -0.0165623 -0.00324985 0.0063125 2.62037e-05 -0.00542797 -0.00780381 0.0023015 -0.0175908 0.00170207 0.001367 -0.00228571 -0.000862752 0.0129229 -0.00687616 0.00345793 0.00265868 0.0039148 -0.00785294 -0.000996236 -0.000555582 internal_weight=84473 66158 18315 8972 63834 9343 27556 8078 36278 25883 5015 6548 5120 30530 5748 3670 8577 4682 20763 19883 4760 21953 1673 4328 7143 6507 5446 1360 4517 21059 internal_count=84473 66158 18315 8972 63834 9343 27556 8078 36278 25883 5015 6548 5120 30530 5748 3670 8577 4682 20763 19883 4760 21953 1673 4328 7143 6507 5446 1360 4517 21059 is_linear=0 shrinkage=0.04 Tree=95 num_leaves=31 num_cat=0 split_feature=28 28 28 10 28 23 30 23 30 28 8 28 1 24 14 0 28 7 28 30 0 13 30 1 23 32 9 0 0 9 split_gain=717.775 416.697 233.585 251.098 153.455 99.6101 96.4604 85.0625 80.9463 87.0609 68.613 72.7696 67.9035 72.2877 55.7741 41.6223 64.6942 40.4209 37.7028 57.1424 36.8636 40.7155 38.5787 34.0002 52.474 35.9445 43.9141 46.5757 44.5302 34.9133 threshold=15803.620355005065 24522.192792716192 13280.32026493133 0.78656609248549303 20686.587893205284 1747.2570000000007 250.60493373101357 -1007.5884999999997 208.82929518272462 14984.045590740936 1.0000000180025095e-35 23012.551498405235 1.0000000180025095e-35 -1582.5997500000001 0.029024409397335523 6.5000000000000009 19281.917960866547 1.0000000180025095e-35 18263.59444859147 366.63986074815097 14.500000000000002 0.85673801594079257 150.67089227162347 1.0000000180025095e-35 988.43500000000142 1386.2352977427358 -0.37940952255126059 18.500000000000004 12.500000000000002 -0.5 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=2 4 -1 6 7 10 17 18 9 -5 11 20 -12 -14 -15 16 -9 -4 19 -2 21 -6 -22 24 29 -25 27 -27 -28 -17 right_child=1 -3 3 8 5 -7 -8 15 -10 -11 12 -13 13 14 -16 23 -18 -19 -20 -21 22 -23 -24 25 -26 26 28 -29 -30 -31 leaf_value=-30.030972844768478 -0.59025761664153831 36.811781918088961 -0.80950970462101401 -5.3344358271116654 1.0332573162160406 9.5837895989713431 2.9732255534749128 0.43834563105730923 -10.9097298904918 -0.21088346176453343 1.9893077784952766 4.3124049194528924 2.4264522585157828 0.56475255392797408 -3.2711974780964375 1.0978371577346115 8.4390954537553622 -4.4189641661539278 -0.23569778233628313 -3.0519595138694422 0.99193979290677814 -1.3568294238098315 7.8424569080161017 -3.5390516240125001 4.6616333302461133 1.0776103747497836 -0.61005792601099529 -0.86041563455393777 -3.5408815117076302 -1.0623808250717413 leaf_weight=2664 2231 2324 7096 1837 4544 1440 1863 7739 2339 1506 1440 4550 402 1085 2259 3275 598 1010 2950 1991 2887 1943 1030 792 1063 6278 7254 4083 1514 2486 leaf_count=2664 2231 2324 7096 1837 4544 1440 1863 7739 2339 1506 1440 4550 402 1085 2259 3275 598 1010 2950 1991 2887 1943 1030 792 1063 6278 7254 4083 1514 2486 internal_value=-0.000436352 0.00150367 -0.00744417 -0.00558047 0.000897954 0.00364226 -0.00175544 -0.000503621 -0.0122914 -0.00829794 0.00291559 0.00429049 -0.00104898 -0.00388681 -0.0058134 0.00030785 0.00277558 -0.00364175 -0.00447295 -0.00689721 0.00244521 0.000595036 0.00550932 -0.000461395 0.00197538 -0.00129612 -0.000950389 0.000812663 -0.00303376 0.000468669 internal_weight=84473 66158 18315 15651 63834 21580 9969 42254 5682 3343 20140 14954 5186 3746 3344 35082 8337 8106 7172 4222 10404 6487 3917 26745 6824 19921 19129 10361 8768 5761 internal_count=84473 66158 18315 15651 63834 21580 9969 42254 5682 3343 20140 14954 5186 3746 3344 35082 8337 8106 7172 4222 10404 6487 3917 26745 6824 19921 19129 10361 8768 5761 is_linear=0 shrinkage=0.04 Tree=96 num_leaves=31 num_cat=0 split_feature=28 28 28 10 28 9 23 23 8 28 1 24 30 28 14 0 28 28 1 28 30 0 13 30 1 30 2 10 35 1 split_gain=690.807 405.929 230.393 242.292 147.094 96.3792 92.9566 78.8674 66.6675 68.3696 63.9982 69.893 53.7299 53.024 52.809 39.8011 60.0735 38.7244 39.4298 37.6301 55.8384 35.4223 36.9622 36.8811 35.1081 33.8157 30.608 30.5886 30.4607 30.3229 threshold=15803.620355005065 24673.766717451519 13280.32026493133 0.91597561503675351 20686.587893205284 0.78656609248549325 1553.2549999999994 -1100.6159999999998 1.0000000180025095e-35 23012.551498405235 1.0000000180025095e-35 -1582.5997500000001 160.17879296834562 14368.713704698568 0.029024409397335523 6.5000000000000009 19281.917960866547 18347.287966098138 1.0000000180025095e-35 15106.599047551403 208.82929518272462 14.500000000000002 0.69056404122701587 170.1971875720354 1.5000000000000002 370.86425803107755 1.0000000180025095e-35 -0.78656609248549325 20182.036421130953 2.5000000000000004 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=2 4 -1 5 7 13 8 17 9 21 -10 -12 -7 -4 -13 16 26 25 -19 -5 -21 22 -6 -23 27 -2 -9 -17 -8 -16 right_child=1 -3 3 19 6 12 28 15 10 -11 11 14 -14 -15 29 24 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-28.829733930977746 -0.76941741971211741 42.271537203865449 -4.5282725469962317 -11.314495130349679 1.104526338000942 -0.846289780729785 3.4239296843291958 3.2396229947634856 1.9046973669459113 4.1621297405369111 2.3293941681752042 0.54216245177085509 2.4309243211650027 -1.1021771147146502 -1.8626223429865787 -0.69029955004560184 7.981559582957634 -1.8622766433578364 0.36108163121214604 -0.049475962098658788 -5.8963816511039475 1.0533321861746663 -1.0507587400288321 7.9269671378703066 -0.69916764395791686 -2.8074230007993175 0.21863084011085449 0.76997078205618896 16.715741617975802 -6.7243611225958011 leaf_weight=2664 1822 1992 1687 2004 3920 2599 911 763 1456 4756 402 1085 2564 5275 1640 4180 610 656 1867 593 929 3089 2377 828 13484 1848 7421 9603 796 652 leaf_count=2664 1822 1992 1687 2004 3920 2599 911 763 1456 4756 402 1085 2564 5275 1640 4180 610 656 1867 593 929 3089 2377 828 13484 1848 7421 9603 796 652 internal_value=-0.000449138 0.00145409 -0.00732405 -0.00547313 0.000902035 -0.00278928 0.00356152 -0.000477115 0.00280426 0.00416299 -0.00108118 -0.00382641 0.00135193 -0.00586038 -0.00570329 0.000239039 0.00257903 -0.00464718 -0.000832342 -0.0147022 -0.00996058 0.00231839 0.000460537 0.00530508 -0.000515642 -0.00726975 0.00167644 0.000904012 0.0125249 -0.00914485 internal_weight=84473 66158 18315 15651 64166 12125 21912 42254 20205 14970 5235 3779 5163 6962 3377 36061 8794 6193 2523 3526 1522 10214 6297 3917 27267 3670 8184 13783 1707 2292 internal_count=84473 66158 18315 15651 64166 12125 21912 42254 20205 14970 5235 3779 5163 6962 3377 36061 8794 6193 2523 3526 1522 10214 6297 3917 27267 3670 8184 13783 1707 2292 is_linear=0 shrinkage=0.04 Tree=97 num_leaves=31 num_cat=0 split_feature=28 28 24 28 28 23 30 34 30 21 31 9 34 0 0 24 0 11 27 1 0 1 30 2 28 13 8 15 1 28 split_gain=654.517 415.037 203.12 190.04 153.783 114.099 107.124 67.7267 67.0247 65.0906 54.0631 52.3009 51.2371 45.1857 42.97 42.6963 38.1487 37.5441 34.7509 29.2008 26.2902 75.047 26.0616 25.9544 25.472 25.2032 24.9874 30.1611 24.6873 24.4012 threshold=14984.045590740936 24673.766717451519 -467.68800000000005 19281.917960866547 13044.508713858109 -1007.5884999999997 611.6675602009542 20029.345000000005 139.0722578339701 23422.293750000004 18193.513880208335 -0.60355339059327362 18214.190500000004 7.5000000000000009 18.500000000000004 4324.5750000000016 20.500000000000004 -0.8783796973249266 639.94024999999976 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 454.25640810599197 5.5000000000000009 23012.551498405235 0.67167992559793654 1.0000000180025095e-35 22659.715000000004 1.0000000180025095e-35 16404.784767783753 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=2 3 7 5 -4 10 9 -1 -6 15 -2 -8 16 -10 24 19 -7 -14 20 -5 21 -19 25 -23 -11 -12 -21 -28 -20 -22 right_child=1 -3 4 6 8 12 11 -9 13 14 22 -13 17 -15 -16 -17 -18 18 28 26 29 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-14.651964621461085 -4.4518562637802823 40.580675715710825 -27.137028561141342 0.64483872963130129 -1.8322494572606958 -0.93435537621313414 -9.0347721780747818 -2.4125107570460389 3.608222741855061 1.7365371299728576 -1.1007652079378023 9.1924703689716267 -0.78495950234362688 -1.3874592275680333 -1.4656823305428406 5.5371636551306436 -5.8989472749682319 -0.84459514986214346 1.7615848114339314 0.10381703549690428 -1.2511494171116646 1.3235182059419459 -2.7125195268269455 -1.0496657928960123 5.472512951743993 0.16792076825266122 -0.74581322724086929 -6.4553866776919318 -2.2781486701156246 0.45179180069048019 leaf_weight=3897 1767 1992 926 21782 2291 2048 83 2022 1373 1467 2603 1346 6914 813 542 614 900 1727 663 5419 1893 5663 836 336 2745 1469 1499 364 1865 6614 leaf_count=3897 1767 1992 926 21782 2291 2048 83 2022 1373 1467 2603 1346 6914 813 542 614 900 1727 663 5419 1893 5663 836 336 2745 1469 1499 364 1865 6614 internal_value=-0.000437299 0.000947902 -0.00938703 0.000443795 -0.00377938 -0.00163975 0.00249463 -0.0145058 -0.000710297 0.00204926 -0.00634906 0.013226 -0.000541523 0.00430009 0.00639462 0.00135319 -0.00553596 3.19377e-05 0.000960503 0.00113267 0.00163987 0.00332902 -0.00418908 0.00544424 0.00775878 -0.00286837 -0.00106015 -0.00505636 -0.0034019 0.000105795 internal_weight=84473 73151 11322 71159 5403 35298 35861 5919 4477 34432 6675 1429 28623 2186 4754 29678 2948 25675 18761 29064 16233 7726 4908 5999 4212 4072 7282 1863 2528 8507 internal_count=84473 73151 11322 71159 5403 35298 35861 5919 4477 34432 6675 1429 28623 2186 4754 29678 2948 25675 18761 29064 16233 7726 4908 5999 4212 4072 7282 1863 2528 8507 is_linear=0 shrinkage=0.04 Tree=98 num_leaves=31 num_cat=0 split_feature=28 28 24 28 28 23 30 34 30 21 31 34 23 10 10 9 24 0 11 30 27 27 34 3 35 15 15 0 18 1 split_gain=624.124 404.011 195.232 175.178 142.877 110.477 102.151 66.9068 63.1195 62.1437 52.0112 48.5224 44.4945 43.1355 38.7768 35.6415 35.5424 34.5155 33.8903 30.5931 30.2578 28.602 27.5114 25.5768 25.5402 25.089 24.2945 24.0065 23.6822 34.6462 threshold=14984.045590740936 24673.766717451519 -456.32250000000016 19390.206085185499 13044.508713858109 -1007.5884999999997 633.14466143343873 20029.345000000005 276.51810097865274 23227.592500000002 18193.513880208335 18620.092000000004 -42.864999999999775 0.78656609248549303 -0.37940952255126015 -0.60355339059327362 4324.5750000000016 17.500000000000004 -0.8783796973249266 48.008590173989326 569.76375000000019 85.816250000000778 22610.377250000001 134.50000000000003 20880.34066592262 19218.727500000005 19470.048750000005 14.500000000000002 14731.253500000001 1.0000000180025095e-35 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=2 3 7 5 -4 10 9 -1 14 16 -2 13 17 -7 -6 -8 21 27 -13 -16 25 26 -23 -12 -14 28 -5 -11 -20 -30 right_child=1 -3 4 6 8 11 15 -9 -10 12 23 18 24 -15 19 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-14.090328189011561 -4.2954486077818732 38.957448687082362 -25.802484186438598 3.1930457509703412 -3.4773837806378651 -0.95255119491615914 -7.8092894759248885 -2.2849064808643744 4.182919738906639 0.060191024467494574 -0.19047882912993375 -0.70121336027135839 2.9717530193354471 -6.0826361212909976 -2.3628042916475898 10.009256370791118 5.1167449802001652 -2.4405029981126427 -0.79803905738386671 0.59920824895714764 -1.0272108035549901 0.37062182958412448 2.3916954036350946 -1.511564036427044 7.9230674767763416 -1.3378843002973009 -0.018658722144173225 5.2725339862075637 -0.22614014922917705 0.99841632269017289 leaf_weight=3932 1774 1992 908 587 1122 3103 52 2049 818 794 2236 6892 2697 699 422 1147 573 557 1446 2071 3158 5291 3241 2804 1140 1172 18317 466 3127 9886 leaf_count=3932 1774 1992 908 587 1122 3103 52 2049 818 794 2236 6892 2697 699 422 1147 573 557 1446 2071 3158 5291 3241 2804 1140 1172 18317 466 3127 9886 internal_value=-0.000424988 0.00092767 -0.00916446 0.000430304 -0.00360607 -0.00151473 0.0024554 -0.0141281 -0.000645161 0.00204676 -0.00610508 -0.000453821 0.00587195 -0.00467123 -0.00291563 0.0139283 0.00127459 0.000715465 0.000170554 -0.000136382 0.00105061 0.00106867 0.00299109 -0.00403175 0.00831379 0.00177212 0.000201016 0.00438095 0.00222837 0.002768 internal_weight=84473 73151 11322 71159 5341 36297 34862 5981 4433 33663 6814 29483 5654 3802 3615 1199 28009 1817 25681 2493 18789 27436 8532 5040 3837 15631 18904 1260 14459 13013 internal_count=84473 73151 11322 71159 5341 36297 34862 5981 4433 33663 6814 29483 5654 3802 3615 1199 28009 1817 25681 2493 18789 27436 8532 5040 3837 15631 18904 1260 14459 13013 is_linear=0 shrinkage=0.04 Tree=99 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 23 9 23 27 30 0 17 28 30 28 0 0 0 28 0 1 18 0 30 28 1 14 31 2 28 split_gain=600.842 366.487 223.995 234.456 122.859 89.9561 81.5612 64.5523 59.3484 57.8615 65.0844 55.3647 52.7925 49.1933 44.8457 38.3357 37.007 36.0842 51.3096 35.9962 35.0333 43.2371 34.7398 33.3328 43.4272 31.9445 31.7252 31.2519 30.5502 29.464 threshold=15803.620355005065 24673.766717451519 13280.32026493133 -713.79449999999986 20686.587893205284 1553.2549999999994 0.78656609248549325 -1100.6159999999998 85.816250000000778 66.029477586038738 21.500000000000004 21499.696000000004 14190.638755051737 276.51810097865274 22626.860677278342 20.500000000000004 17.500000000000004 6.5000000000000009 19390.206085185499 9.5000000000000018 1.0000000180025095e-35 22197.025000000005 20.500000000000004 208.82929518272462 14857.708620351243 1.5000000000000002 0.063390085881955341 21404.801963541668 4.5000000000000009 23715.418192730529 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=2 4 -1 23 7 8 12 20 9 29 11 14 -5 28 19 -14 26 18 -9 -11 -2 -22 -18 24 -4 -19 -13 -7 -8 -6 right_child=1 -3 3 6 5 27 13 17 -10 10 -12 16 15 -15 -16 -17 22 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-26.264689673224019 -2.1379812694009526 37.399150739599136 -6.750160506108223 -4.6332451754014619 0.84235421804856747 3.8563985945117749 0.75543447847296197 0.40377957070464621 2.2832193576564896 -2.1898313238691482 3.0863616851222471 -3.0675993797805861 -0.72935970303195063 3.5695754923578353 8.051128414973137 -11.571936034646715 -3.808684464062317 0.30880683340015824 7.464822520785674 1.705396500267816 -1.1684465978165828 0.47849033864084051 -0.13696875416804688 -9.2133256998597428 -0.47713758512807547 -0.66099897047941336 0.83816386913989849 15.978374934809255 -1.5341177661239636 4.0085990210815359 leaf_weight=2664 1614 1992 603 1345 3187 1104 2049 8253 6227 960 455 424 5533 1309 594 250 1800 13783 541 2267 2914 1665 1093 2060 697 13484 2590 603 1805 608 leaf_count=2664 1614 1992 603 1345 3187 1104 2049 8253 6227 960 455 424 5533 1309 594 250 1800 13783 541 2267 2914 1665 1093 2060 697 13484 2590 603 1805 608 internal_value=-0.000418832 0.00135615 -0.00683047 -0.00500543 0.000831593 0.00326214 -0.00244569 -0.000428835 0.0025172 0.00107025 -0.000500835 -0.00119243 -0.00521886 0.00138292 0.00255954 -0.00355871 -0.00361943 0.000219073 0.00244712 0.000700341 -0.00420152 -0.00241537 -0.00685102 -0.014369 -0.00935385 -0.000499505 -0.000517585 0.0120797 -0.000892579 0.0052859 internal_weight=84473 66158 18315 15651 64166 21912 12291 42254 20205 13978 10183 9728 7128 5163 3821 5783 5907 36061 8794 3227 6193 4579 2893 3360 1300 27267 3014 1707 3854 3795 internal_count=84473 66158 18315 15651 64166 21912 12291 42254 20205 13978 10183 9728 7128 5163 3821 5783 5907 36061 8794 3227 6193 4579 2893 3360 1300 27267 3014 1707 3854 3795 is_linear=0 shrinkage=0.04 Tree=100 num_leaves=31 num_cat=0 split_feature=28 28 24 28 28 23 31 23 31 10 27 1 31 34 28 30 0 0 23 15 0 30 11 14 30 1 0 30 11 0 split_gain=578.509 369.027 183.377 154.875 132.411 101.093 111.503 93.6547 70.7058 58.1004 53.8135 52.5945 48.2995 46.9469 46.4161 39.4838 39.473 51.0215 39.9677 38.6845 51.8226 41.3025 38.6203 37.2257 36.6615 35.0551 34.6301 32.6351 32.0827 30.6526 threshold=14984.045590740936 24673.766717451519 -432.31849999999935 19281.917960866547 13044.508713858109 752.32599999999923 21404.801963541668 -1007.5884999999997 17462.034414062506 -0.60355339059327384 85.816250000000778 1.0000000180025095e-35 18136.105083333339 18214.190500000004 22753.044317171043 276.51810097865274 9.5000000000000018 12.500000000000002 413.47750000000002 22722.002500000006 13.500000000000002 67.076844074128658 -0.8783796973249266 0.64414586362404946 124.12121207837291 1.5000000000000002 21.500000000000004 47.0182400597973 -0.8783796973249266 19.500000000000004 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=2 3 8 7 -4 10 11 12 -1 -6 16 -7 -2 26 27 -11 18 24 -5 20 25 -21 -22 -13 -18 -19 -9 -12 -15 -16 right_child=1 -3 4 5 9 6 -8 13 -10 15 14 23 -14 28 29 -17 17 19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-13.406734955395223 -4.0846002850784133 35.903184710015196 -23.548015505329968 -5.3386106651354934 -3.5698647434252417 5.3561723207370964 12.903472562448734 -1.110551218343462 -1.9859085970411252 -0.11965693276444654 -0.48328718182019659 -0.19600812870266965 -0.84147456692298872 -0.71495708363356247 4.9772483322686458 4.3176105021176046 2.2206297327596984 -0.19570726235353506 -0.18137074969046807 1.0361368732845586 -2.7974706565841188 -2.0807649408963336 0.63897316999158649 5.1800226376086362 -0.16961760953417979 -3.9715827574784637 -6.6049677959790278 1.5283103778403893 0.24727281629937353 -2.7941188639559549 leaf_weight=3930 1674 1992 867 567 932 1207 1225 2385 2205 2650 1509 2637 5001 6914 1976 738 2692 599 808 735 850 2789 9522 895 1621 577 563 5507 18761 145 leaf_count=3930 1674 1992 867 567 932 1207 1225 2385 2205 2650 1509 2637 5001 6914 1976 738 2692 599 808 735 850 2789 9522 895 1621 577 563 5507 18761 145 internal_value=-0.000411256 0.000891034 -0.0088253 0.000415689 -0.00328899 0.00226709 0.00702213 -0.00146524 -0.0135061 -0.000425926 0.00131853 0.0042414 -0.00573184 -0.000470251 0.00387655 0.00200708 0.000192678 0.000657209 -0.00635636 -0.000440552 0.000678905 -0.00410897 0.00158118 0.00177803 0.00449339 -0.00727891 -0.00525102 0.00230901 7.86758e-05 0.00906176 internal_weight=84473 73151 11322 71159 5187 35861 5964 35298 6135 4320 29897 4739 6675 28623 9137 3388 20760 19385 1375 15072 11548 3524 10372 3532 4313 1176 2948 7016 25675 2121 internal_count=84473 73151 11322 71159 5187 35861 5964 35298 6135 4320 29897 4739 6675 28623 9137 3388 20760 19385 1375 15072 11548 3524 10372 3532 4313 1176 2948 7016 25675 2121 is_linear=0 shrinkage=0.04 Tree=101 num_leaves=31 num_cat=0 split_feature=28 28 10 28 34 24 30 28 25 30 30 31 9 19 2 30 10 28 10 30 0 18 1 23 27 0 28 30 30 2 split_gain=549.344 380.624 206.859 154.523 123.522 111.812 91.1517 81.8137 76.0724 70.1331 68.3254 73.0417 82.8621 63.1134 55.2637 49.9723 49.0463 48.2367 47.4228 44.1318 43.8534 41.8109 40.2139 89.1803 34.6207 48.5173 47.7252 30.7142 30.5526 31.9704 threshold=14124.611215006236 24886.103969492997 0.37940952255126048 21559.751284171118 18620.092000000004 -287.17824999999988 152.16792420328537 12916.988773168969 -1244.1315000000011 227.48473101718062 178.70661062287789 18136.105083333339 -0.78656609248549303 19685.539500000003 4.5000000000000009 166.86479013739611 -0.12940952255126037 18912.854158012531 -0.78656609248549325 94.950705173536093 14.500000000000002 14161.378750000002 1.0000000180025095e-35 909.93975000000148 168.94700000000105 12.500000000000002 23715.418192730529 485.82691111126024 561.02947301335178 1.0000000180025095e-35 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=5 2 3 6 15 -1 21 -7 -6 24 14 -12 -13 -14 -10 -4 20 28 -11 -9 22 -2 23 -8 25 26 -5 -15 -18 -30 right_child=1 -3 4 9 8 7 16 19 10 18 11 12 13 27 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-14.240254808102218 -4.0646364270896447 42.713768326495774 -0.62654829058039474 1.3709622233179835 1.4852860884721304 -23.663313528138023 -1.7870688518132374 -4.2280940554895645 0.34825013499845225 0.5571481870824937 -3.4803502134803423 -6.6117864330127487 -0.70659790175079251 1.9129895534923709 -1.3088910628941084 -7.9392366975366899 2.6278056942892363 6.1870884158145056 11.018924272309304 1.6407851375549216 3.332725539048115 -0.35484342269621266 -0.90778457011852876 5.0795666236309627 3.3247582724282259 -0.048428599205217325 7.2340421059778599 -0.31907613615810987 3.3773141849631068 -1.9048759129444079 leaf_weight=3642 813 1660 603 2566 1918 518 1262 416 7425 478 2761 1221 8287 1171 2271 1697 2890 1809 1820 1085 2155 17786 6736 1221 2750 4371 805 703 437 1196 leaf_count=3642 813 1660 603 2566 1918 518 1262 416 7425 478 2761 1221 8287 1171 2271 1697 2890 1809 1820 1085 2155 17786 6736 1221 2750 4371 805 703 437 1196 internal_value=-0.000417885 0.000446632 3.88843e-05 0.00160464 -0.00270093 -0.0124536 0.00027269 -0.00490342 -0.00190783 0.00538546 -0.00252443 -0.00429753 -0.00288174 -0.00169865 6.18812e-05 -0.0115826 0.00232689 0.00514845 0.0117145 -0.000173218 0.00075611 -0.00168289 -0.000444734 0.00390656 0.00399924 0.00262981 0.00623554 0.00493063 0.00294053 -0.00143295 internal_weight=84473 78812 77152 49095 28057 5661 36305 2019 25757 12790 23839 14143 11382 10161 9696 2300 17706 6332 2298 1501 11374 18599 9219 2483 10492 7742 3371 1874 4523 1633 internal_count=84473 78812 77152 49095 28057 5661 36305 2019 25757 12790 23839 14143 11382 10161 9696 2300 17706 6332 2298 1501 11374 18599 9219 2483 10492 7742 3371 1874 4523 1633 is_linear=0 shrinkage=0.04 Tree=102 num_leaves=31 num_cat=0 split_feature=28 28 10 31 23 28 23 28 35 0 0 28 0 27 30 15 30 34 3 30 0 30 28 28 23 15 27 2 1 2 split_gain=525.755 372.254 191.514 140.042 107.515 96.1027 82.6032 71.209 68.1867 60.0727 73.2322 46.2227 47.6958 62.6447 44.7725 39.3785 39.1559 43.025 36.1501 35.6285 31.862 36.3458 30.4048 28.4093 48.0305 27.5425 26.2603 29.7456 25.8299 25.5214 threshold=14124.611215006236 24886.103969492997 0.91597561503675351 18193.513880208335 -47.974499999998436 20686.587893205284 1747.2570000000007 12916.988773168969 19475.517471726194 19.500000000000004 20.500000000000004 22943.160399336277 12.500000000000002 172.85924999999682 184.28541776231103 20748.365000000002 834.2204576692501 17647.446250000005 139.50000000000003 139.0722578339701 21.500000000000004 485.82691111126024 21207.556178529096 13393.219174162363 -359.81624999999889 22851.246500000005 -660.3150000000004 1.0000000180025095e-35 1.0000000180025095e-35 4.5000000000000009 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=4 2 5 8 23 16 9 -6 -4 11 14 15 -13 -14 -11 -7 17 -2 28 -9 21 -12 -17 -1 -25 -24 -19 -28 -5 -30 right_child=1 -3 3 18 7 6 -8 19 -10 10 20 12 13 -15 -16 22 -18 26 -20 -21 -22 -23 25 24 -26 -27 27 -29 29 -31 leaf_value=-25.564526308850837 -1.9829564622290854 41.005217593435958 -5.7776236375283769 -1.0412024599644065 -21.958220903873773 3.8578636846724841 7.7627985200409606 -2.456633598098124 0.54951063815355161 -0.050882267293345648 1.3489895704739321 5.2015090013841112 -0.068031943086680258 5.4554908907000206 -7.2862587096395144 -0.79116812909356671 3.7105028026606308 -0.96718703764199743 -1.2046967529076937 2.6316236800596018 2.7325922475280824 -1.1848526464021416 1.085325194519537 -9.1462856267746968 -1.340831809823867 -2.316958467475779 1.1148287516489654 -0.042894399372889892 0.95866426235268598 -0.76698445040325169 leaf_weight=2061 2274 1660 2637 856 484 835 1457 647 436 707 707 2243 2493 1278 1101 2557 896 5050 3099 798 402 612 7322 1013 658 456 3675 33493 1981 585 leaf_count=2061 2274 1660 2637 856 484 835 1457 647 436 707 707 2243 2493 1278 1101 2557 896 5050 3099 798 402 612 7322 1013 658 456 3675 33493 1981 585 internal_value=-0.000382371 0.000463381 6.0141e-05 -0.00522827 -0.0121569 0.000811155 0.00296978 -0.00448937 -0.0122681 0.00232221 -0.00243128 0.00329842 0.00612571 0.00337841 -0.0080531 0.00177619 -0.000243236 -0.000409961 -0.00191075 -4.15225e-05 0.00347472 0.000470053 0.00110111 -0.01612 -0.0122442 0.00234508 -0.000121275 0.000246449 0.000923437 0.00293063 internal_weight=84473 78812 77152 9594 5661 67558 22170 1929 3073 20713 3529 17184 6014 3771 1808 11170 45388 44492 6521 1445 1721 1319 10335 3732 1671 7778 42218 37168 3422 2566 internal_count=84473 78812 77152 9594 5661 67558 22170 1929 3073 20713 3529 17184 6014 3771 1808 11170 45388 44492 6521 1445 1721 1319 10335 3732 1671 7778 42218 37168 3422 2566 is_linear=0 shrinkage=0.04 Tree=103 num_leaves=31 num_cat=0 split_feature=28 28 10 31 28 24 23 35 28 0 0 28 0 27 15 15 33 30 3 2 0 0 30 32 30 31 30 14 10 0 split_gain=513.192 364.02 196.129 153.25 93.2326 86.3518 76.4893 66.4827 65.9381 54.4896 69.3498 44.3178 46.4871 57.6647 42.7251 37.38 33.8695 33.8255 31.6357 30.8086 45.5512 29.3413 33.0684 28.4597 27.4328 26.6678 26.1406 35.7181 30.9823 30.2439 threshold=13890.480378080732 24886.103969492997 0.91597561503675351 18193.513880208335 20686.587893205284 -255.51000000000201 1747.2570000000007 19391.709920758931 12916.988773168969 19.500000000000004 20.500000000000004 22943.160399336277 12.500000000000002 90.635500000000334 21826.095000000005 20711.051500000005 12413.324500000001 139.0722578339701 139.50000000000003 1.0000000180025095e-35 6.5000000000000009 21.500000000000004 459.91916580134955 1279.1204892195799 161.7295449995743 21404.801963541668 176.89329155162403 0.64414586362404946 0.37940952255126048 14.500000000000002 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=5 2 4 7 16 -1 9 -4 -7 11 14 15 -13 -14 -11 -6 -2 -10 -5 20 -18 22 -12 -21 -16 -8 -25 28 29 -28 right_child=1 -3 3 18 6 8 25 -9 17 10 21 12 13 -15 24 -17 19 -19 -20 23 -22 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=-15.798307222423283 -1.62479471757375 39.365008889698508 -5.9934075453024347 0.15832630024378888 4.2635670039224349 -21.17490980509945 3.8199146859305619 0.21910070207948593 -3.5609507888738152 0.31249081031382958 2.2693266993330328 4.9934486413287233 -0.19602826018075575 4.9325067071321245 0.15694597616980901 0.37240070578656742 2.8594368257185123 3.0728212020062711 -1.1565088827913861 -3.6983387040472007 0.13173717697798565 2.6232885576269473 -0.89218372183560857 -0.32433703255534058 -8.2003841938523685 14.529033259656499 0.065942488204455002 1.6388846963124524 -0.91876736284928484 3.5713326368786511 leaf_weight=3110 3137 1660 2798 3422 678 486 925 492 458 598 515 2243 2264 1507 236 10492 1526 608 3099 419 3450 402 804 21645 974 532 7507 3433 3486 1567 leaf_count=3110 3137 1660 2798 3422 678 486 925 492 458 598 515 2243 2264 1507 236 10492 1526 608 3099 419 3450 402 804 21645 974 532 7507 3433 3486 1567 internal_value=-0.000373374 0.000380148 -1.35635e-05 -0.00530221 0.000745683 -0.0132733 0.00287776 -0.0123404 -0.00556701 0.00225462 -0.0022726 0.00318436 0.00595278 0.00324052 -0.00774336 0.00169382 -0.000278103 0 -0.00175127 1.44075e-05 0.00297428 0.00347472 0.000591357 -0.000372599 -0.0120661 0.0117364 -0.000257187 0.000969174 -1.91083e-05 0.00121225 internal_weight=84473 79811 78151 9811 68340 4662 22170 3290 1552 20713 3529 17184 6014 3771 1808 11170 46170 1066 6521 43033 4976 1721 1319 38057 1210 1457 37638 15993 12560 9074 internal_count=84473 79811 78151 9811 68340 4662 22170 3290 1552 20713 3529 17184 6014 3771 1808 11170 46170 1066 6521 43033 4976 1721 1319 38057 1210 1457 37638 15993 12560 9074 is_linear=0 shrinkage=0.04 Tree=104 num_leaves=31 num_cat=0 split_feature=28 28 10 31 28 30 35 24 28 23 31 9 0 0 3 2 0 33 9 34 13 32 28 16 27 0 1 2 27 30 split_gain=494.228 358.712 210.548 174.358 89.354 81.9653 68.6397 68.206 54.0719 48.4887 65.0095 43.6654 38.1642 38.0676 34.6147 31.6185 59.1083 38.1563 31.5783 27.4819 27.0124 25.9511 24.5672 27.8584 25.3029 24.5256 24.3331 25.2058 22.7716 28.7417 threshold=13618.961938426417 24886.103969492997 0.91597561503675351 18034.202463541671 20113.359122440077 611.6675602009542 19391.709920758931 -255.51000000000201 12916.988773168969 -139.51750000000172 21404.801963541668 -0.78656609248549303 12.500000000000002 19.500000000000004 139.50000000000003 1.0000000180025095e-35 6.5000000000000009 14987.992500000002 -0.60355339059327362 17704.749000000007 0.65883702558178847 1355.6545870725988 22292.995584613087 22142.921000000006 181.05250000000345 12.500000000000002 1.0000000180025095e-35 4.5000000000000009 714.66449999999725 42.674423497922525 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=7 2 4 6 15 9 -4 -1 -9 11 22 13 -12 -6 26 16 -2 21 -7 -18 -13 -17 -11 -24 25 -25 -5 -28 29 -23 right_child=1 -3 3 14 5 18 -8 8 -10 10 12 20 -14 -15 -16 17 19 -19 -20 -21 -22 28 23 24 -26 -27 27 -29 -30 -31 leaf_value=-20.204169572161192 2.7821442337654299 37.790408534110611 -6.8034526932287553 -1.0031639398121479 -0.43838237557392862 -6.1115500639651144 0.2025438974723511 -20.327913412895505 0.11752534590435972 0.41736051100131588 6.8897972914804999 1.1237405164421943 1.6613284210549319 -6.2154129276345342 -1.1923697286457537 -3.8396506630547447 -4.9316319447735806 0.22173969792085702 10.62931098050074 0.1382928183034528 -0.47645889961975629 -0.82197061072030919 5.4676971157756631 2.3123022047698032 3.6480598655571521 -0.7688599151443487 0.91730032094783387 -0.7426381243968353 -2.5180221814456307 -0.2217273681757797 leaf_weight=2473 1745 1660 2719 880 1506 53 457 486 704 11660 1438 3277 1184 876 3358 894 264 11935 828 2617 2171 3112 968 1026 1257 1464 2033 609 1882 18937 leaf_count=2473 1745 1660 2719 880 1506 53 457 486 704 11660 1438 3277 1184 876 3358 894 264 11935 828 2617 2171 3112 968 1026 1257 1464 2033 609 1882 18937 internal_value=-0.000354906 0.000296498 -8.94504e-05 -0.00549722 0.0006976 0.00245561 -0.0132494 -0.0147256 -0.00685714 0.00206136 0.00315313 -0.000587484 0.00900076 -0.00510495 -0.0019186 -0.000479389 0.00263727 -0.0008716 0.0144608 -0.000881638 0.00138767 -0.00176516 0.00221679 0.00465323 0.00309047 0.00075502 0.000851789 0.00277063 -0.00151519 -0.0011547 internal_weight=84473 80810 79150 10056 69094 27708 3176 3663 1190 26827 18997 7830 2622 2382 6880 41386 4626 36760 881 2881 5448 24825 16375 4715 3747 2490 3522 2642 23931 22049 internal_count=84473 80810 79150 10056 69094 27708 3176 3663 1190 26827 18997 7830 2622 2382 6880 41386 4626 36760 881 2881 5448 24825 16375 4715 3747 2490 3522 2642 23931 22049 is_linear=0 shrinkage=0.04 Tree=105 num_leaves=31 num_cat=0 split_feature=28 28 10 28 28 23 24 30 0 24 15 28 28 28 0 27 30 15 30 1 34 0 30 0 30 13 31 14 19 1 split_gain=480.253 345.927 198.981 165.489 84.542 70.4712 66.4528 62.8611 47.515 66.258 47.4068 46.5914 41.7626 41.5271 47.8227 52.0425 38.359 34.9392 32.7432 31.228 29.5957 37.3978 27.4569 27.1875 38.4875 32.7643 26.074 25.6334 24.6097 24.1191 threshold=13618.961938426417 24886.103969492997 0.91597561503675351 15528.768834958275 20686.587893205284 1747.2570000000007 -183.50800000000069 250.60493373101357 19.500000000000004 -1390.3294999999996 21826.095000000005 12774.065400707994 17237.655672342295 23156.028576928195 12.500000000000002 142.74374999999966 166.86479013739611 20711.051500000005 834.2204576692501 1.0000000180025095e-35 17647.446250000005 5.5000000000000009 158.44563702188896 14.500000000000002 147.65387460357462 0.69056404122701587 21404.801963541668 0.56191161272202661 20606.576750000004 1.0000000180025095e-35 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=6 2 4 16 18 8 -1 -5 13 -10 -11 -8 -9 17 -15 -16 -4 -6 20 -12 21 -2 -13 25 -25 -19 28 -20 -7 -14 right_child=1 -3 3 7 5 26 11 12 9 10 19 22 29 14 15 -17 -18 23 27 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-18.821650872213432 4.6036922823134594 36.278792192746188 -0.95038923424028332 0.60175234735812411 4.0447978555161539 10.546613427683624 -24.149136771199629 -2.3071251715458492 1.5900377887836659 0.7224103827904037 -0.232030809969001 -4.9091014241491209 -1.4085098130941334 4.9540015006547042 -0.17795100584407919 5.0920784758709488 -7.4217755919554476 0.61817643259069888 0.89674902466940698 -5.4509806062940331 -0.062454271895003334 -2.0714212221393247 3.2335441999845354 0.40601138885045657 6.3514853571063581 -1.2229971017489152 13.595566309247371 10.989937829407573 0.96962094815215094 0.20617287011176813 leaf_weight=2613 242 1660 601 2184 678 305 316 2387 657 938 603 325 936 1929 2136 1159 2054 3897 572 1331 43410 2373 409 3515 1352 2518 532 327 620 1894 leaf_count=2613 242 1660 601 2184 678 305 316 2387 657 938 603 325 936 1929 2136 1159 2054 3897 572 1331 43410 2373 409 3515 1352 2518 532 327 620 1894 internal_value=-0.000352065 0.000290063 -8.8945e-05 -0.00534606 0.00067618 0.00271177 -0.0145182 -0.00227267 0.00211365 -0.00211391 -0.00473538 -0.00601905 -0.00465785 0.00298184 0.00595712 0.00302883 -0.0139134 0.00168227 -0.000285568 -0.00831437 -0.000433243 -0.00456597 -0.000490463 0.00115228 0.00340662 -0.000558067 0.0112148 0.00727475 0.00715676 -0.00137102 internal_weight=84473 80810 79150 10056 69094 22170 3663 7401 20713 3529 2872 1050 5217 17184 5224 3295 2655 11960 46924 1934 46025 2615 734 11282 4867 6415 1457 899 925 2830 internal_count=84473 80810 79150 10056 69094 22170 3663 7401 20713 3529 2872 1050 5217 17184 5224 3295 2655 11960 46924 1934 46025 2615 734 11282 4867 6415 1457 899 925 2830 is_linear=0 shrinkage=0.04 Tree=106 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 30 9 23 21 9 34 28 30 30 24 0 1 27 11 2 31 0 1 34 16 30 24 30 1 0 split_gain=459.598 306.701 169.131 190.208 107.048 84.3989 63.8871 62.4341 49.3911 45.045 36.8228 34.7995 46.0418 33.3447 32.7857 30.8129 30.2961 29.4533 29.9491 27.2161 27.1337 25.0888 70.9107 23.5538 23.0348 24.2123 22.1461 21.9295 22.7335 21.0922 threshold=15027.208251738861 24886.103969492997 13159.348133015183 -493.14125000000053 19281.917960866547 611.6675602009542 0.91597561503675362 -1007.5884999999997 23623.872000000003 -0.60355339059327362 17583.107500000002 15884.584950879182 454.25640810599197 166.86479013739611 4324.5750000000016 18.500000000000004 2.5000000000000004 639.94024999999976 -0.8783796973249266 2.5000000000000004 17632.336570312506 5.5000000000000009 1.0000000180025095e-35 24512.121500000005 24430.807250000002 58.669242741070342 186.83250000000046 906.87769618380878 1.0000000180025095e-35 21.500000000000004 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=2 4 -1 20 7 8 19 11 14 -7 29 -2 -13 -8 16 23 -6 18 -12 -5 -4 22 -20 -10 -25 -26 -17 28 -19 -9 right_child=1 -3 3 6 5 9 13 10 15 -11 17 12 -14 -15 -16 26 -18 27 21 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-23.21608952482493 -3.3404225775059606 34.827640505036399 -8.7764430901437294 -0.033231374036113266 0.50020210463495463 -8.2450593222030157 -0.46813437271688602 -1.1001223784315517 1.9528865897130163 7.1812819298253459 -0.5327241323597991 -0.37895794643860425 -2.7477916587342044 4.3663605882715641 4.2385374677159415 -3.6118791848512775 -0.44415464978606906 0.50250119598880705 -0.85667022640336654 -1.8269543058060662 -2.1786344277857643 0.013004990868794267 1.1276405376163894 6.9844395278740556 4.699450666410776 -1.3575255697390094 1.1346841505465273 4.0339025372015023 -2.6440648879736548 -6.7397927223986338 leaf_weight=2331 983 1660 1879 1753 22465 83 829 1287 2181 1346 6517 4500 1161 1028 639 266 7539 820 1689 2999 836 9425 5900 1105 138 256 175 207 2119 357 leaf_count=2331 983 1660 1879 1753 22465 83 829 1287 2181 1346 6517 4500 1161 1028 639 266 7539 820 1689 2999 836 9425 5900 1105 138 256 175 207 2119 357 internal_value=-0.000345436 0.000834958 -0.00772029 -0.00531103 0.000438461 0.00196336 -0.00164927 -0.00114 0.00157174 0.0114906 -0.000321316 -0.00462974 -0.00342342 0.0046419 0.00101883 0.00568309 0.00082789 3.67358e-05 0.000522715 -0.00410774 -0.0142247 0.0014059 0.00311767 0.00688043 0.0107405 0.00243655 -0.00430839 -0.00359822 -0.00448452 -0.00613139 internal_weight=84473 72818 11655 9324 71158 36193 6609 34965 34764 1429 28321 6644 5661 1857 30643 4121 30004 26677 23531 4752 2715 17014 7589 3680 1499 394 441 3146 2939 1644 internal_count=84473 72818 11655 9324 71158 36193 6609 34965 34764 1429 28321 6644 5661 1857 30643 4121 30004 26677 23531 4752 2715 17014 7589 3680 1499 394 441 3146 2939 1644 is_linear=0 shrinkage=0.04 Tree=107 num_leaves=31 num_cat=0 split_feature=28 28 10 28 34 30 24 24 2 28 30 9 29 28 10 10 28 27 30 34 1 10 0 30 0 30 18 14 0 18 split_gain=447.574 307.809 177.085 127.931 117.635 83.9232 79.3367 66.0144 65.9051 113.466 84.1764 54.7092 56.5508 54.0223 47.9807 46.9275 45.0143 44.1334 44.3572 43.6004 40.6199 76.4369 61.0304 40.4841 39.8505 38.7141 38.5592 31.4325 29.9675 28.7907 threshold=13618.961938426417 25138.8679444142 0.37940952255126048 22292.995584613087 18043.954000000002 176.89329155162403 2380.0257500000012 -255.51000000000201 4.5000000000000009 16449.242336158106 215.32225804060792 -0.78656609248549303 20541.285954723691 12916.988773168969 -0.12940952255126037 0.91597561503675351 18952.032063945324 142.74374999999966 66.029477586038738 20494.820000000003 1.0000000180025095e-35 -0.78656609248549325 13.500000000000002 454.25640810599197 20.500000000000004 561.02947301335178 13858.7165 0.5475998096715059 9.5000000000000018 20887.809500000007 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=7 2 3 5 15 26 17 -1 10 19 -6 29 23 -9 20 -4 25 18 -5 -10 21 -7 27 -13 -11 -16 -2 -22 -28 -12 right_child=1 -3 4 6 8 14 -8 13 9 24 11 12 -14 -15 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-17.983437109926598 -3.5183176201584501 42.132589504953792 -2.7217774944198756 1.7019384586562956 0.41854406493745044 -4.3172381123236852 9.3409900160678081 -17.945593450154995 -4.5376717582507995 -1.0642372654587962 0.40486359288122914 -0.59964710589509196 0.38530606676235041 0.34864100170885648 3.1206178931985051 -9.8196000120009916 6.3602880201663359 4.0239378157944881 -0.25067797750612952 -1.393125359077676 -1.603525801067226 4.2751698468898391 3.6882069230610433 -2.5111477347920301 1.0144574727062718 -0.5914502470377192 -1.5533791995436332 0.82338488370813145 -0.053623676233037258 -9.5025639873086032 leaf_weight=2473 920 1328 1151 1948 9953 843 1385 486 1583 1627 182 4920 3112 704 2699 874 1828 2516 3473 1853 4612 2070 1930 1685 1634 1652 3260 1338 19694 740 leaf_count=2473 920 1328 1151 1948 9953 843 1385 486 1583 1627 182 4920 3112 704 2699 874 1828 2516 3473 1853 4612 2070 1930 1685 1634 1652 3260 1338 19694 740 internal_value=-0.000351118 0.000268779 -5.03259e-05 0.00139292 -0.0025203 0.000427949 0.00562111 -0.0140268 -0.00183004 -0.00527699 -0.000709013 -0.00318263 -0.00229906 -0.00628571 0.00257836 -0.0118222 0.00538922 0.00407963 0.00204759 -0.0103492 0.000969147 0.00500515 -0.000522843 -0.00439364 6.7464e-05 0.00317628 -0.00110078 -0.00252773 -0.000778949 -0.0124946 internal_weight=84473 80810 79482 50168 29314 40846 9322 3663 27289 6697 20592 10639 9717 1190 16972 2025 6179 7937 5421 3436 10793 2913 7880 6605 3261 4351 23874 5950 22954 922 internal_count=84473 80810 79482 50168 29314 40846 9322 3663 27289 6697 20592 10639 9717 1190 16972 2025 6179 7937 5421 3436 10793 2913 7880 6605 3261 4351 23874 5950 22954 922 is_linear=0 shrinkage=0.04 Tree=108 num_leaves=31 num_cat=0 split_feature=28 28 10 31 28 30 24 35 28 24 19 1 2 30 9 2 27 2 0 27 24 30 0 15 28 22 10 32 3 9 split_gain=422.844 303.229 166.646 153.526 72.8851 77.6167 63.9128 63.1525 53.5731 43.8695 36.4066 31.1169 30.2246 33.3952 30.0368 29.0999 28.3357 33.4656 39.7906 28.8506 26.8658 26.6233 26.2633 34.1715 26.2376 24.9868 32.0636 32.9365 22.8895 22.1635 threshold=13618.961938426417 24886.103969492997 0.91597561503675351 18034.202463541671 19524.404585156619 633.14466143343873 -255.51000000000201 18948.687265625002 12774.065400707994 4182.7237500000001 24206.369000000002 2.5000000000000004 4.5000000000000009 454.25640810599197 -0.60355339059327362 4.5000000000000009 -738.38574999999935 1.0000000180025095e-35 6.5000000000000009 569.76375000000019 1068.5074999999999 101.82561482793066 18.500000000000004 22659.715000000004 22431.984273753962 14937.91725 -0.78656609248549325 1355.6545870725988 345.50000000000006 0.60355339059327384 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=6 2 4 7 16 9 -1 -4 -8 10 11 -6 13 28 -7 -12 -2 18 -18 25 -17 -10 29 -24 -11 -19 -27 -28 -5 -13 right_child=1 -3 3 12 5 14 8 -9 21 24 15 22 -14 -15 -16 20 17 19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-17.26409962552956 -1.6957218575257866 31.801426549755707 -6.2011986620073003 0.24684185309524764 0.56900866487325408 -6.6760222388406696 -21.787298359343403 -0.084930732292559694 -5.0415788675306246 1.6156544218520139 5.2699638175523438 0.47310959756658122 -1.3360590749042605 -2.0895674891877571 7.9510534737343557 -2.0107762432389427 2.4993218593361597 -0.85037535065483105 -0.42420896283278126 -1.5037588135177793 3.6031263037279859 1.8749141377889464 -0.66891483363448057 -5.4719806233800048 13.671857180547159 -0.92653913965317769 -3.3171552713261918 0.3938200981511909 -2.235501780325976 -1.7721359130168275 leaf_weight=2473 2439 1660 2607 4660 22009 51 372 569 235 648 1202 4446 1409 609 1061 435 1716 4100 1517 3885 208 583 1377 452 374 4735 689 16553 202 1197 leaf_count=2473 2439 1660 2607 4660 22009 51 372 569 235 648 1202 4446 1409 609 1061 435 1716 4100 1517 3885 208 583 1377 452 374 4735 689 16553 202 1197 internal_value=-0.000341174 0.000261354 -9.34934e-05 -0.00490453 0.00060671 0.0019474 -0.0136336 -0.0121788 -0.00601681 0.00159021 0.00132414 0.000983006 -0.00154651 -0.00020106 0.0123381 0.00677507 -0.000652186 -0.000346438 0.00351995 -0.000763634 -9.33126e-05 -0.000293399 -0.00124732 -0.00541279 0.0097456 -0.000284542 0.000250262 0.00105092 0.000904977 0.000102782 internal_weight=84473 80810 79150 10056 69094 33460 3663 3176 1190 32348 31326 29481 6880 5471 1112 1845 35634 33195 3233 29962 643 818 7472 1829 1022 26077 21977 17242 4862 5643 internal_count=84473 80810 79150 10056 69094 33460 3663 3176 1190 32348 31326 29481 6880 5471 1112 1845 35634 33195 3233 29962 643 818 7472 1829 1022 26077 21977 17242 4862 5643 is_linear=0 shrinkage=0.04 Tree=109 num_leaves=31 num_cat=0 split_feature=28 28 23 34 28 24 10 28 30 14 24 19 30 9 0 11 30 28 0 9 30 28 23 13 28 10 1 0 3 16 split_gain=410.938 298.616 178.352 156.442 104.599 71.2102 64.5526 51.0293 50.9914 73.6488 61.8945 42.5954 42.457 51.872 49.5998 38.3141 44.3754 39.8584 38.0176 37.581 37.2195 36.6498 34.2325 31.7549 30.1971 39.3488 49.9322 28.2615 27.5166 26.9693 threshold=13393.219174162363 25138.8679444142 -168.84750000000074 18719.950000000004 22753.044317171043 2380.0257500000012 0.91597561503675351 14571.017363606739 316.94103132715043 -0.031174269516803289 797.79600000000039 15619.332500000002 49.154644533130671 -0.60355339059327362 12.500000000000002 -0.8783796973249266 295.02951886111089 17237.655672342295 17.500000000000004 -0.78656609248549303 499.11774944669639 16319.168230361292 322.82549999999907 0.7210268013660811 16889.64037526316 -0.70710678118654757 1.0000000180025095e-35 19.500000000000004 348.50000000000006 22460.814000000002 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=11 2 3 6 8 18 -2 -5 10 21 12 -1 -4 23 -15 -9 28 -18 -6 27 29 -10 -20 -14 -12 -26 -27 -19 -17 -21 right_child=1 -3 4 7 5 -7 -8 15 9 -11 24 -13 13 14 -16 16 17 19 22 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-17.903247599413664 -1.4775085785687407 39.175228862765508 -0.32873763240189874 -2.8106287144238742 3.0800430482425147 11.109913388916466 -7.8355356063555881 -1.2094395047651778 2.595009392323409 3.5446600718125412 -2.5548776880286459 -0.22492248901158746 1.0043157957208313 0.60794544998523636 -2.5858630008561887 0.2857093822275783 -2.3010487111864495 9.461370997252379 -1.5972678397273559 -0.079851754992414495 -1.3362361831274756 -0.90898732441193719 2.0945300051816593 3.1634639427511138 1.6355268634684035 1.2279398311074328 -1.9914580129194657 -11.208064510647528 -2.2698415949938497 1.3330465924304735 leaf_weight=2699 1288 1328 6137 1477 3888 1007 1514 4113 1119 4376 1928 298 6064 7916 2675 12946 1665 76 714 3985 1914 3266 510 2581 1603 1366 4245 317 536 922 leaf_count=2699 1288 1328 6137 1477 3888 1007 1514 4113 1119 4376 1928 298 6064 7916 2675 12946 1665 76 714 3985 1914 3266 510 2581 1603 1366 4245 317 536 922 internal_value=-0.000341648 0.000193431 -0.000118281 -0.00250967 0.00137058 0.00626573 -0.0115203 -0.00160638 0.000678436 0.00340372 -1.33275e-05 -0.0148882 0.00100343 0.00192764 5.09867e-05 -0.00120269 -0.000550065 -0.0027458 0.00435055 -0.00145828 -0.000765284 -0.000259977 -0.00179739 0.00422672 -0.00283527 -0.0016468 -0.00322581 -0.013486 0.000896009 0.00108009 internal_weight=84473 81476 80148 30753 49395 6119 2802 27951 43276 8761 34515 2997 25373 19236 10591 26474 22361 8879 5112 7214 6821 4385 1224 8645 9142 7214 5611 393 13482 4907 internal_count=84473 81476 80148 30753 49395 6119 2802 27951 43276 8761 34515 2997 25373 19236 10591 26474 22361 8879 5112 7214 6821 4385 1224 8645 9142 7214 5611 393 13482 4907 is_linear=0 shrinkage=0.04 Tree=110 num_leaves=31 num_cat=0 split_feature=28 28 23 34 28 28 0 14 0 0 13 10 27 30 3 18 1 0 10 0 28 28 27 30 19 14 10 30 31 10 split_gain=395.814 288.25 182.292 180.201 96.7511 61.0971 57.4396 58.4378 55.5408 72.1075 58.8826 51.1034 49.851 42.6858 40.2877 40.1096 32.1042 40.6711 40.2659 44.4191 40.0218 38.3703 31.438 31.3244 24.9502 24.3955 23.6077 23.3158 22.7741 22.4518 threshold=13159.348133015183 25138.8679444142 -213.63500000000019 18719.950000000004 21559.751284171118 14571.017363606739 12.500000000000002 0.71952396275653763 14.500000000000002 16.500000000000004 0.61237135649459018 0.91597561503675351 -152.71850000000265 140.39343239875549 205.50000000000003 13858.7165 1.5000000000000002 19.500000000000004 -0.12940952255126037 13.500000000000002 18912.854158012531 15373.870563268743 -813.20200000000193 834.2204576692501 15384.054500000002 0.60383265664488517 -0.60355339059327384 499.11774944669639 21515.349296875003 0.60355339059327384 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=24 2 3 11 13 -5 7 22 -8 25 -11 -2 -12 15 27 -4 23 18 19 -18 21 -20 -6 -15 -1 -10 -16 -7 -9 -17 right_child=1 -3 4 5 6 14 8 28 9 10 12 -13 -14 16 26 29 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-22.086311178424005 -2.1084750188027828 37.608219708254914 -3.8278774290622826 -3.1159910064033465 -1.192897344009034 0.086921585331947424 -1.6024839953071932 4.4447205122584998 1.7612891578050041 -1.2364391499062186 -1.261963554336835 -7.8906814630187734 5.1520477201563333 1.3117344121518546 0.46982534687558658 -0.28173997432942999 -1.5140774902139311 -3.99459750326394 3.563447635766861 2.8632747972875952 5.0246063294974741 -0.35147245079628192 2.0515433233520888 7.7363799801561983 -2.119756290965888 8.5657891861744435 -1.1049992307779031 -1.3530949291978323 8.4174659748129486 0.90140919759916871 leaf_weight=2090 1287 1328 828 1421 794 14765 1648 1272 565 1873 471 1624 1226 9698 1515 17386 3774 709 803 1281 1052 2431 1849 430 241 802 7168 1193 1161 1788 leaf_count=2090 1287 1328 828 1421 794 14765 1648 1272 565 1873 471 1624 1226 9698 1515 17386 3774 709 803 1281 1052 2431 1849 430 241 802 7168 1193 1161 1788 internal_value=-0.00033123 0.000130019 -0.000173732 -0.00271494 0.0012465 -0.00166066 0.00445416 0.00765169 0.00198937 0.00411181 0.00112045 -0.0121539 0.00651738 0.00031558 -0.00119557 -0.000993901 0.00161364 1.19403e-05 0.000712986 -0.00170524 0.0035651 0.00136054 0.00353386 0.003203 -0.0165852 0.0119239 -0.00338823 -2.50658e-06 0.0121249 -0.000621675 internal_weight=84473 82142 80814 28973 51841 26062 11661 5076 6585 4937 3570 2911 1697 40180 24641 20002 20178 10050 9341 5055 4286 3234 2643 10128 2331 1367 8683 15958 2433 19174 internal_count=84473 82142 80814 28973 51841 26062 11661 5076 6585 4937 3570 2911 1697 40180 24641 20002 20178 10050 9341 5055 4286 3234 2643 10128 2331 1367 8683 15958 2433 19174 is_linear=0 shrinkage=0.04 Tree=111 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 30 21 2 19 14 9 24 9 13 27 27 10 28 0 0 0 31 28 1 30 28 11 19 10 13 split_gain=383.173 272.856 170.81 139.671 101.858 77.1513 65.2008 62.8605 62.7589 60.7678 138.489 101.301 61.0382 63.9686 37.4577 35.3959 35.0373 65.4286 59.3693 37.124 33.3399 30.833 28.43 28.0418 27.7134 29.1008 25.8844 25.2564 24.3212 24.3131 threshold=13159.348133015183 25138.8679444142 17315.650473998099 -733.18999999999949 15528.768834958275 323.68458316081779 18090.202500000003 4.5000000000000009 16336.2345 0.69521084835931835 -0.91597561503675329 908.26249999999902 -0.91597561503675329 0.75580964594513067 -752.44499999999778 423.3370000000005 -0.37940952255126015 23358.803016599537 14.500000000000002 12.500000000000002 20.500000000000004 21819.032721354171 23715.418192730529 1.0000000180025095e-35 245.11761584494479 14426.416639559577 -0.8783796973249266 15384.054500000002 0.25881904510252057 -0.89406062840022227 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=27 2 3 4 24 -6 7 15 28 12 26 16 13 29 -14 23 18 20 19 22 -18 -13 -12 -5 25 -2 -11 -1 -9 -4 right_child=1 -3 9 6 5 -7 -8 8 -10 10 11 21 14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-21.202858731287051 -6.7807533232413704 36.103890919924744 2.8797558463682797 -0.2853544886277814 0.22511283238400212 -2.5035462374717099 -2.4796854214774067 0.011052299604853034 -0.16253018058414456 -4.9867433114804589 1.0146534806520504 4.0298107495924338 -1.1201878051071981 3.6169568135212469 0.061522692828439175 -0.55153972404052187 -0.37975593294810095 -6.8469723890837484 5.7828426295142705 -0.96528962468590185 1.0425133248041676 12.197398580457666 5.1208796001349404 1.2362811574320223 -8.4109170506080773 -1.0730207180284197 -1.137757137661465 -2.0349660393272644 -2.9898467693888233 -0.38750792988881588 leaf_weight=2090 518 1328 1168 1481 2338 1908 2653 500 7775 372 878 2603 5850 2577 24545 2420 2498 336 1494 1438 2237 869 516 4844 1288 866 1872 241 2047 2923 leaf_count=2090 518 1328 1168 1481 2338 1908 2653 500 7775 372 878 2603 5850 2577 24545 2420 2498 336 1494 1438 2237 869 516 4844 1288 866 1872 241 2047 2923 internal_value=-0.000335492 0.000118332 -0.000177197 -0.0026594 -0.00760914 -0.00375883 -0.00108287 -0.00026538 -0.00237938 0.00118522 0.00332297 0.00492191 0.00031352 0.00377924 -0.000446784 0.00222985 0.00276471 0.000508775 0.00540915 0.00200565 0.00171911 0.0107604 0.0066571 0.00380395 -0.0137275 -0.00979769 -0.0058467 -0.0163278 -0.00782882 0.000669763 internal_weight=84473 82142 80814 28638 6918 4246 21720 19067 10322 52176 15113 12869 37063 6668 30395 8745 9397 5071 4326 2832 4735 3472 1394 6325 2672 1384 2244 2331 2547 4091 internal_count=84473 82142 80814 28638 6918 4246 21720 19067 10322 52176 15113 12869 37063 6668 30395 8745 9397 5071 4326 2832 4735 3472 1394 6325 2672 1384 2244 2331 2547 4091 is_linear=0 shrinkage=0.04 Tree=112 num_leaves=31 num_cat=0 split_feature=28 28 10 34 28 30 3 23 31 9 23 0 6 2 0 9 19 31 11 34 0 24 13 2 31 0 9 14 25 1 split_gain=365.141 265.114 164.637 170.849 67.3419 68.3577 51.541 37.478 53.7051 36.9517 36.3685 31.2549 29.2105 31.9431 37.5817 28.5239 27.1329 26.7584 24.3369 24.0904 26.3853 36.7601 23.6337 22.4626 29.3349 22.1361 22.0336 57.6217 28.3071 23.3716 threshold=13159.348133015183 25138.8679444142 0.91597561503675351 19043.506250000002 20113.359122440077 611.6675602009542 139.50000000000003 -139.51750000000172 21404.801963541668 -0.78656609248549303 578.22750000000008 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 6.5000000000000009 -0.60355339059327362 15195.281500000003 18468.632505208338 -0.8783796973249266 20743.657500000005 4.5000000000000009 797.79600000000039 0.65883702558178847 1.0000000180025095e-35 15188.963072916669 17.500000000000004 -0.98296291314453399 0.45847758937963173 -1715.8625000000009 2.5000000000000004 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=16 2 4 23 12 7 -5 9 18 11 25 -6 13 14 -2 -7 -1 -8 -9 20 -15 -22 -11 24 -4 -10 27 -20 -28 -30 right_child=1 -3 3 6 5 15 17 8 10 22 -12 -13 -14 19 -16 -17 -18 -19 26 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-20.540512816550255 2.2464968120614506 34.659735283127809 -6.4407638798909828 0.14516854702913407 -0.45072681689642197 -5.1517329456834702 -2.69151358684725 -1.8862929433030513 2.9300889400234884 0.99607558227478876 8.1863544100013677 -5.770257000490747 -2.4366973643389791 -1.5178103333078981 -0.13467045891244198 9.0022637081806174 -3.260668086548685 -0.69211050218247694 4.9927587888659035 0.058751419857289877 -0.03317101004337019 -1.651261864377302 -0.51003975662883028 -8.4267011712376547 0.1951079185859271 -1.1594472315418534 2.3619769813559834 -1.4921555668222573 0.63625263912646912 -0.66104785137686128 leaf_weight=2020 2038 1328 376 4088 1544 53 1626 798 1596 3330 935 894 1182 1766 2651 830 311 2765 927 19647 11083 4063 2171 1235 254 272 2022 366 9190 3112 leaf_count=2020 2038 1328 376 4088 1544 53 1626 798 1596 3330 935 894 1182 1766 2651 830 311 2765 927 19647 11083 4063 2171 1235 254 272 2022 366 9190 3112 internal_value=-0.000338806 0.00010421 -0.000187096 -0.00489946 0.000504612 0.00202568 -0.0024885 0.00166955 0.00262462 -0.000642398 0.00774171 -0.00474159 -0.000500589 -0.000322925 0.00278524 0.0129785 -0.0159502 -0.00549761 0.00175084 -0.000721573 -0.00182829 -0.00128879 0.00117433 -0.0158606 -0.00971429 0.0045182 0.00209899 0.00709977 0.00164758 0.000926679 internal_weight=84473 82142 80814 10344 70470 28040 8479 27157 19218 7939 2803 2438 42430 41248 4689 883 2331 4391 16415 36559 16912 15146 5501 1865 630 1868 15617 1293 14324 12302 internal_count=84473 82142 80814 10344 70470 28040 8479 27157 19218 7939 2803 2438 42430 41248 4689 883 2331 4391 16415 36559 16912 15146 5501 1865 630 1868 15617 1293 14324 12302 is_linear=0 shrinkage=0.04 Tree=113 num_leaves=31 num_cat=0 split_feature=28 28 23 34 28 24 10 28 30 24 14 28 30 9 0 24 28 11 30 28 9 30 13 0 23 14 0 9 16 9 split_gain=351.907 248.321 151.503 148.785 87.1418 68.9303 55.9134 43.7958 42.9894 54.1823 53.6164 39.9231 39.8908 46.766 42.0198 38.7055 39.611 33.2093 39.2269 34.6151 37.1418 33.3425 32.623 32.0577 29.6482 28.7329 27.7387 26.1003 24.1743 23.9985 threshold=13280.32026493133 25138.8679444142 -168.84750000000074 18719.950000000004 22753.044317171043 2489.1250000000023 0.91597561503675351 14571.017363606739 291.78088285336821 862.52000000000237 -0.031174269516803289 16319.168230361292 49.154644533130671 -0.60355339059327362 12.500000000000002 -255.51000000000201 12774.065400707994 -0.8783796973249266 295.02951886111089 17237.655672342295 -0.78656609248549303 506.79399914501852 0.7210268013660811 17.500000000000004 322.82549999999907 0.63089349388778826 19.500000000000004 -0.78656609248549303 22460.814000000002 0.91597561503675362 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=15 2 3 6 8 23 -2 29 9 12 11 -10 -4 22 -15 -1 -17 -9 -19 -20 26 28 27 -6 -25 -11 -21 -14 -22 -5 right_child=1 -3 4 7 5 -7 -8 17 10 25 -12 -13 13 14 -16 16 -18 18 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-19.038129882158245 -1.4842394121912366 33.273345871802739 -0.32714905535220168 -2.8110450820393456 2.6489807151832063 10.437815463044243 -6.809868172902279 -1.1118199580199144 2.4263639604903804 -1.5901010494797083 2.8723106606961664 -0.8959461057628505 0.34106772595412621 0.51236175606361944 -2.5120896550382894 -17.974093956134858 0.26328748083851677 0.21872589592247096 -2.0507720232689461 9.0468751462423835 -0.11588533640926471 -1.3447297257078754 2.9113186053783284 -1.4447092594993591 1.5985898378178536 0.76395451290132765 -10.504722617708467 3.0508320441754768 1.1306342023884646 4.7414834428044559 leaf_weight=1850 1360 1328 6251 1381 3932 963 1576 4113 1354 6589 4990 3622 4800 7849 2610 372 442 13482 1665 76 4097 1703 2639 714 510 1418 317 1305 1021 144 leaf_count=1850 1360 1328 6251 1381 3932 963 1576 4113 1354 6589 4990 3622 4800 7849 2610 372 442 13482 1665 76 4097 1703 2639 714 510 1418 317 1305 1021 144 internal_value=-0.000332651 0.000133237 -0.000149849 -0.00234621 0.00122149 0.00569047 -0.0109128 -0.00144791 0.000591798 -9.5036e-05 0.00289785 -4.01929e-05 0.000807732 0.00171119 -9.36992e-05 -0.0146396 -0.00737101 -0.00106822 -0.000460623 -0.00252506 -0.0013252 -0.00063627 0.00387008 0.0038557 -0.00179739 -0.00296491 -0.0132824 0.00226372 0.000976944 -0.00803934 internal_weight=84473 81809 80481 30935 49546 6119 2936 27999 43427 33461 9966 4976 25454 19203 10459 2664 814 26474 22361 8879 7214 6821 8744 5156 1224 8007 393 6105 5118 1525 internal_count=84473 81809 80481 30935 49546 6119 2936 27999 43427 33461 9966 4976 25454 19203 10459 2664 814 26474 22361 8879 7214 6821 8744 5156 1224 8007 393 6105 5118 1525 is_linear=0 shrinkage=0.04 Tree=114 num_leaves=31 num_cat=0 split_feature=28 28 23 34 28 24 10 28 30 14 24 30 9 0 0 1 0 24 28 10 1 30 24 30 28 9 11 30 23 24 split_gain=340.328 243.154 150.392 148.83 92.504 67.2019 53.3071 42.1367 40.963 50.84 50.4866 37.1943 43.215 40.2921 32.2186 32.1943 52.6931 34.5994 31.3367 35.5726 37.7342 31.2564 30.9556 30.2978 49.5786 40.9857 36.6389 31.8385 29.8658 28.4863 threshold=13159.348133015183 25482.795897433145 -168.84750000000074 18719.950000000004 22753.044317171043 2489.1250000000023 0.91597561503675351 14984.045590740936 291.78088285336821 0.64414586362404946 797.79600000000039 49.154644533130671 -0.60355339059327362 12.500000000000002 17.500000000000004 1.0000000180025095e-35 5.5000000000000009 2602.8145000000018 16889.64037526316 -0.70710678118654757 1.0000000180025095e-35 611.6675602009542 -1619.7617500000013 295.02951886111089 17237.655672342295 -0.78656609248549303 -0.8783796973249266 499.11774944669639 322.82549999999907 -351.75300000000146 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=29 2 3 6 8 14 -2 22 10 15 11 -4 -13 -14 -6 17 -17 -10 -12 -20 -21 -11 -5 26 -25 -26 -9 -27 -16 -1 right_child=1 -3 4 7 5 -7 -8 23 9 21 18 12 13 -15 28 16 -18 -19 19 20 -22 -23 -24 24 25 27 -28 -29 -30 -31 leaf_value=-21.172522378600405 -1.6548704223739332 40.973974536930619 -0.309253283192229 -3.7792575835902245 2.6802158036864423 10.334961878010217 -6.735763092724083 -1.0694571334964349 1.2592538794585562 2.2783203586624587 -2.5054273695099982 1.5116352141617972 0.53649743171175945 -2.4116060688366998 -1.3978801843048132 4.5858524616506111 -0.71337693619076159 6.9361691240769145 1.4943574685534986 1.0876106582130889 -1.8934159166161408 9.4065679827761777 -0.76306116450330597 -2.080207864354088 -9.0470234380738841 0.19160348441786482 0.26218680338126432 -1.1640803110761773 1.5687986601206649 -8.2460992019905834 leaf_weight=1475 1444 996 6181 828 4123 998 1628 2636 1376 1579 1780 8455 7759 2600 731 834 4870 506 1577 1275 3970 816 1922 2185 430 5535 12673 1920 515 856 leaf_count=1475 1444 996 6181 828 4123 998 1628 2636 1376 1579 1780 8455 7759 2600 731 834 4870 506 1577 1275 3970 816 1922 2185 430 5535 12673 1920 515 856 internal_value=-0.000312289 0.00011541 -0.000125699 -0.00230441 0.00123536 0.00573897 -0.0106641 -0.00139145 0.000577356 0.00282737 -9.10796e-05 0.000818564 0.00170299 -2.89603e-05 0.00396722 0.00122331 -0.000273492 0.00575983 -0.00273425 -0.00150103 -0.00308484 0.00790814 -0.00609455 -0.000881831 -0.0025859 -0.00110843 0.000239075 -0.000415828 -0.00166934 -0.015384 internal_weight=84473 82142 81146 31201 49945 6367 3072 28129 43578 9981 33597 24995 18814 10359 5369 7586 5704 1882 8602 6822 5245 2395 2750 25379 10070 7885 15309 7455 1246 2331 internal_count=84473 82142 81146 31201 49945 6367 3072 28129 43578 9981 33597 24995 18814 10359 5369 7586 5704 1882 8602 6822 5245 2395 2750 25379 10070 7885 15309 7455 1246 2331 is_linear=0 shrinkage=0.04 Tree=115 num_leaves=31 num_cat=0 split_feature=28 28 23 34 28 24 10 28 2 27 0 18 34 3 14 0 31 23 24 30 10 3 0 30 34 0 1 0 23 1 split_gain=324.917 240.83 148.53 152.97 86.0779 67.2321 47.0507 43.0747 38.8402 37.1329 37.3436 38.7873 32.2379 30.0729 28.1467 27.1859 30.9062 25.5956 24.8251 23.7398 22.3401 33.425 21.5836 21.4334 51.4697 34.7072 25.5191 24.9235 22.9424 22.2755 threshold=13044.508713858109 25482.795897433145 -168.84750000000074 18719.950000000004 22431.984273753962 2380.0257500000012 0.91597561503675351 14571.017363606739 1.0000000180025095e-35 172.85924999999682 12.500000000000002 20925.988500000003 20927.933750000004 205.50000000000003 0.29958852271690523 6.5000000000000009 15136.519479166671 -414.90749999999929 1099.6000000000006 51.295582621867133 -0.37940952255126015 301.50000000000006 19.500000000000004 326.7097330481501 24196.595000000005 13.500000000000002 1.0000000180025095e-35 12.500000000000002 1747.2570000000007 1.5000000000000002 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 3 6 8 9 -2 17 15 10 11 -6 18 -9 -7 -4 -17 -5 19 22 21 -15 -10 25 26 27 28 -14 -25 -29 right_child=1 -3 4 7 5 14 -8 13 12 -11 -12 -13 23 20 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-19.319830243885662 -1.9281201782691277 39.335015555453431 2.8492372520404023 -3.9667054128698509 -0.90665047366208462 -1.8723977803624439 -6.6657778415270155 0.002201149353859364 -0.93873032585455807 3.4192810555390314 -0.70224136194643505 4.1495722687381935 -0.12873790534387808 -0.73764954237747593 9.0092605143415856 -2.7530719719389163 1.0380009348681778 -0.67958724074189381 -1.6925075666165503 0.1764244157635767 -0.97708320875608479 4.0116297878111071 1.8346158612695944 1.2666888484351513 6.7340604319033446 0.89232286728074539 -0.098522879513620862 -0.43466205252669171 6.7937900383314265 -4.0774579575464305 leaf_weight=1998 1542 996 1641 819 632 122 1677 17213 2131 2297 2308 964 9457 1383 1189 475 3823 790 3485 8858 7427 535 246 613 853 6582 3013 549 324 531 leaf_count=1998 1542 996 1641 819 632 122 1677 17213 2131 2297 2308 964 9457 1383 1189 475 3823 790 3485 8858 7427 535 246 613 853 6582 3013 549 324 531 internal_value=-0.00029761 8.85117e-05 -0.000150468 -0.00230804 0.00120137 0.00514909 -0.0105685 -0.00136401 0.00050492 0.00340913 0.00103484 0.00573935 1.85579e-05 -0.000978989 0.0133791 0.00350564 0.00183341 -0.00771908 -0.00142935 -0.000514464 -0.00280578 0.00104275 -0.00406395 0.000990786 0.00335207 0.00032829 0.00142785 -0.00109519 0.00719317 -0.00685185 internal_weight=84473 82475 81479 31386 50093 7512 3219 28167 42581 6201 3904 1596 36642 26558 1311 5939 4298 1609 14720 11235 9345 1918 2377 21922 4803 17119 3950 10537 937 1080 internal_count=84473 82475 81479 31386 50093 7512 3219 28167 42581 6201 3904 1596 36642 26558 1311 5939 4298 1609 14720 11235 9345 1918 2377 21922 4803 17119 3950 10537 937 1080 is_linear=0 shrinkage=0.04 Tree=116 num_leaves=31 num_cat=0 split_feature=28 28 10 34 28 30 24 2 28 30 9 23 28 34 0 27 10 1 10 0 30 28 28 30 28 15 25 30 18 14 split_gain=309.664 238.546 140.413 117.994 92.7067 71.4235 66.4215 63.6581 116.799 68.2196 54.4231 52.1993 46.1628 43.5757 39.2915 37.2028 36.7765 37.7035 74.5449 53.5438 34.6524 33.6115 33.0088 30.0705 28.7913 28.5441 27.7528 27.5766 26.712 26.4145 threshold=13044.508713858109 25482.795897433145 0.37940952255126048 17774.932500000006 22431.984273753962 176.89329155162403 2380.0257500000012 4.5000000000000009 16449.242336158106 215.32225804060792 -0.78656609248549303 -326.08125000000013 20345.276365955404 20343.874500000002 20.500000000000004 172.85924999999682 -0.12940952255126037 1.0000000180025095e-35 -0.78656609248549325 13.500000000000002 66.029477586038738 20146.009564449512 15333.315708035167 514.39566459086393 23889.383416921202 22595.902000000006 -1071.3512500000013 454.25640810599197 13858.7165 0.29958852271690523 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 4 11 5 28 15 9 13 26 -11 -4 27 -9 -10 20 17 18 -7 -19 24 22 -18 -14 -6 -22 -5 -12 -2 -8 right_child=1 -3 3 7 6 16 29 8 14 10 12 -13 23 -15 -16 -17 21 19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-18.547037034130263 -2.6881690599391006 37.761614933235251 -7.2844517660179555 1.6152093945755042 0.41100574233802034 -4.460866414480515 -1.7975018691478908 -4.3340722578267012 -0.87725221941465858 -7.1646772587537999 -0.3675618886343 -1.099487534902728 1.1352134656823183 -1.2091797023643085 1.0965922514221893 3.4806019267679948 5.5888821335974352 -0.91427209206012783 3.8144865954320997 3.3775505547766809 7.0375238036892549 6.8479394254545332 0.88016834143243616 -0.97354714572182277 3.4342716789037513 -0.74520953412058588 0.2412378043858189 -1.667490142426177 -0.22801691136526642 8.6488900937679869 leaf_weight=1998 1103 996 1349 1175 1199 862 122 1843 1665 934 5377 952 1588 2102 1690 2259 979 6161 2153 1962 241 1047 4295 583 813 3280 8999 2196 23361 1189 leaf_count=1998 1103 996 1349 1175 1199 862 122 1843 1665 934 5377 952 1588 2102 1690 2259 979 6161 2153 1962 241 1047 4295 583 813 3280 8999 2196 23361 1189 internal_value=-0.000275828 0.000101122 -0.000136722 -0.00228615 0.00114608 0.000351597 0.00480501 -0.00157431 -0.00478904 -0.000448878 -0.00268215 -0.0109952 -0.00179803 -0.00945501 0.000697466 0.00340349 0.00230597 0.000922966 0.00474295 -0.000494891 0.00163745 0.00474292 0.00344331 0.00334408 0.00582505 -0.000755467 0.00189503 -0.00327215 -0.00104317 0.013135 internal_weight=84473 82475 81479 30453 51026 41923 9103 28152 7300 20852 10678 2301 9744 3945 3355 7792 17459 11138 3015 8123 5533 6321 5274 2171 2012 3521 10174 7573 24464 1311 internal_count=84473 82475 81479 30453 51026 41923 9103 28152 7300 20852 10678 2301 9744 3945 3355 7792 17459 11138 3015 8123 5533 6321 5274 2171 2012 3521 10174 7573 24464 1311 is_linear=0 shrinkage=0.04 Tree=117 num_leaves=31 num_cat=0 split_feature=28 28 28 0 14 0 0 9 24 28 21 24 0 9 28 2 2 23 28 27 28 30 1 14 14 35 23 1 23 8 split_gain=292.602 232.782 127.741 90.4692 52.5175 133.711 88.316 56.0926 50.2368 110.642 63.8572 49.8627 56.1064 54.1674 43.3518 42.1484 38.4395 37.3109 37.531 33.9059 32.2319 32.1097 28.1791 34.4057 30.4159 27.901 26.3196 25.3386 38.9274 41.8273 threshold=13159.348133015183 25482.795897433145 17849.101794540828 22.500000000000004 0.67007489853957602 16.500000000000004 20.500000000000004 -0.98296291314453399 -1542.3362499999992 14571.017363606739 18090.202500000003 1723.3570000000002 14.500000000000002 1.0000000180025095e-35 16487.916932758566 2.5000000000000004 4.5000000000000009 -84.10000000000035 12774.065400707994 -798.19400000000121 24075.570481158906 492.80080014037742 1.0000000180025095e-35 0.44312301391210612 -0.065537083312030994 21139.69366629465 -1293.6565000000007 1.0000000180025095e-35 2007.7284999999995 1.0000000180025095e-35 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=17 2 3 8 7 11 -7 22 9 -2 15 12 13 -6 -5 -10 26 -1 -19 -9 21 -15 24 -24 -4 -13 -11 28 29 -21 right_child=1 -3 4 14 5 6 -8 19 10 16 -12 25 -14 20 -16 -17 -18 18 -20 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-18.936806378792571 -5.8750207141210558 36.251150335905841 -2.5118567256464304 -6.1017412799748492 -1.0062944489425718 -1.9293060110740043 0.8228519659483573 -1.0282917346626346 0.89052783266335611 -1.5841260307705671 -1.8378642032616335 3.8832900314185101 5.3293508375227248 0.79846178189807693 -1.1399131423286599 -0.22497384420719754 -1.4652180028507429 -16.429540285293914 0.84619228458690487 -0.11002916083481978 5.3073919829001532 10.83616329291268 4.1324805238338742 -1.3124221347787535 6.0161436137785493 11.274188051369201 0.29249162559819525 -0.070553785805968799 6.1032724779324052 2.6065422174706327 leaf_weight=1522 1239 996 298 912 1974 3282 2291 5031 5309 927 3916 1706 1620 2547 1173 14565 1758 425 384 4323 534 311 1318 230 209 772 3168 19603 478 1652 leaf_count=1522 1239 996 298 912 1974 3282 2291 5031 5309 927 3916 1706 1620 2547 1173 14565 1758 425 384 4323 534 311 1318 230 209 772 3168 19603 478 1652 internal_value=-0.000259254 0.000137323 -9.85877e-05 -0.00201717 0.00121422 0.00317484 -0.00174053 0.000324664 -0.0014727 -0.00442752 -0.000591845 0.00606932 0.00434011 0.00237048 -0.0100815 0.000328067 -0.00212882 -0.0142342 -0.00729295 -9.84334e-05 0.00543632 0.00375087 0.00672506 0.00940568 -0.00145957 0.0109443 -4.884e-06 0.000482039 0.00265613 0.00177741 internal_weight=84473 82142 81146 32967 48179 15037 5573 33142 30882 7092 23790 9464 6986 5366 2085 19874 5853 2331 809 31087 3392 2858 2055 1548 507 2478 4095 26056 6453 5975 internal_count=84473 82142 81146 32967 48179 15037 5573 33142 30882 7092 23790 9464 6986 5366 2085 19874 5853 2331 809 31087 3392 2858 2055 1548 507 2478 4095 26056 6453 5975 is_linear=0 shrinkage=0.04 Tree=118 num_leaves=31 num_cat=0 split_feature=28 28 10 34 28 30 23 25 34 15 23 24 10 1 10 0 28 2 30 10 31 8 15 27 0 28 10 13 18 33 split_gain=284.192 230.464 127.116 107.803 86.9438 65.615 65.1047 61.0377 88.5254 58.5081 49.8749 35.1515 32.9277 36.191 67.557 49.452 32.2237 31.3178 35.4374 35.0619 44.4379 33.9838 29.4948 29.3096 35.4186 35.1441 26.8517 26.0166 25.9042 24.509 threshold=13044.508713858109 25482.795897433145 0.37940952255126048 17774.932500000006 22431.984273753962 176.89329155162403 1159.6050000000016 -1285.0649999999994 19634.227000000003 23748.263000000003 -359.81624999999889 -1909.9254999999991 -0.12940952255126037 1.0000000180025095e-35 -0.78656609248549325 13.500000000000002 20653.040901897457 4.5000000000000009 242.5834431552278 0.60355339059327384 18844.809231770836 1.0000000180025095e-35 14096.174500000003 181.05250000000345 12.500000000000002 23715.418192730529 -0.9159756150367534 0.30983042691905771 13582.830000000002 16944.038750000003 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 4 10 5 28 23 -5 11 17 -4 -9 13 14 26 27 22 18 -10 -20 -21 -19 -14 24 25 29 -7 -15 -2 -6 right_child=1 -3 3 7 6 12 -8 8 9 -11 -12 -13 16 15 -16 -17 -18 21 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-17.131242975753192 -3.0221820015920819 34.801104322469619 -6.8126803443232351 0.9877570773521438 1.4885476588307938 2.8406170741932875 9.3976499488156691 -5.8920280565766738 0.30038978732165561 -6.5449007907442862 -1.0445571558105804 -2.1557025864483879 8.2599860063795862 0.054076729491353039 3.6063923713046826 3.2428056212121374 7.1562545720335038 -1.2386227148459876 -5.6638146747232536 -1.5530811311434809 0.1044094676284658 0.67222702099243181 1.2192763225334784 3.2320824685670231 -0.1200403844126413 4.578046694117293 -8.2011507732459723 -2.1113114654725358 -0.23056061180104734 -3.506240508064657 leaf_weight=1998 807 996 1319 2712 1121 344 923 645 9258 447 982 1530 418 3226 2153 1962 745 3582 691 2739 5634 914 5158 2192 3590 1008 518 2935 23657 269 leaf_count=1998 807 996 1319 2712 1121 344 923 645 9258 447 982 1530 418 3226 2153 1962 745 3582 691 2739 5634 914 5158 2192 3590 1008 518 2935 23657 269 internal_value=-0.000248837 0.000112276 -0.000121504 -0.00216662 0.00109905 0.000329652 0.00464243 -0.00148622 -0.00209434 -0.00137288 -0.0104911 -0.00981149 0.00220288 0.000894236 0.00463682 -0.000494891 0.00450878 -0.00109212 -0.00035804 -0.00213592 -0.00142123 -0.00408363 0.00346485 0.00350611 0.00205745 0.00582152 -0.00482599 -0.00225613 -0.00100719 0.00169784 internal_weight=84473 82475 81479 30453 51026 41923 9103 28152 25440 23265 2301 2175 17459 11138 3015 8123 6321 22818 18322 9064 8373 4496 5576 8180 5988 2398 862 6161 24464 1390 internal_count=84473 82475 81479 30453 51026 41923 9103 28152 25440 23265 2301 2175 17459 11138 3015 8123 6321 22818 18322 9064 8373 4496 5576 8180 5988 2398 862 6161 24464 1390 is_linear=0 shrinkage=0.04 Tree=119 num_leaves=31 num_cat=0 split_feature=28 28 23 34 28 0 30 10 28 25 34 28 27 18 10 1 24 0 13 28 15 3 10 23 23 10 22 10 3 1 split_gain=276.711 224.651 127.173 137.767 75.142 54.1801 48.2154 46.6692 49.3349 43.9187 39.2844 39.0601 34.8101 32.6129 31.5135 31.9857 49.9024 40.353 30.2702 29.7744 29.093 27.2857 26.3856 23.655 22.486 21.7448 19.786 18.5304 25.4523 18.4393 threshold=12916.988773168969 25482.795897433145 -168.84750000000074 18719.950000000004 23715.418192730529 12.500000000000002 140.39343239875549 0.37940952255126048 22105.440169433143 -1244.1315000000011 16838.069000000007 14571.017363606739 287.69125000000446 15155.010500000002 -0.12940952255126037 1.0000000180025095e-35 2730.0715000000005 13.500000000000002 0.3744682635859638 20378.147100621853 14096.174500000003 205.50000000000003 -0.60355339059327384 -406.17900000000003 164.50950000000105 -0.78656609248549325 19937.882500000003 -0.60355339059327384 301.50000000000006 1.0000000180025095e-35 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 3 9 6 -6 13 8 14 10 -2 23 -7 24 15 16 25 18 -17 20 -16 -13 -10 -5 26 -8 -4 28 -23 -9 right_child=1 -3 4 11 5 12 7 29 22 -11 -12 21 -14 -15 19 17 -18 -19 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-20.051232630653978 -6.5265382448789753 33.40906014957087 0.2161161276027633 -3.5305309166104055 5.5728368668617625 -0.36554692165562302 -2.8955834325173782 1.2727555417004623 0.74417153503593003 -6.2272565482252684 -0.59968800950409784 0.022652605505427345 5.1669013473425007 0.013690747633299907 7.1252412466466923 0.050517361797610648 5.1982293873470917 2.4416704190788732 -2.1665427784009079 5.9033995037899878 1.0635698491522636 -0.59571909838705328 6.1192839131847725 -0.53660113364821882 -2.5390724068346024 1.8984301915113611 -2.8652212711693572 -0.89228538111197853 3.5673118780186632 -1.6623696333293629 leaf_weight=1665 519 996 1466 850 1346 1102 818 744 678 1448 1397 17213 538 20374 464 3592 867 1971 2678 955 5510 1299 1609 783 1702 1350 184 7532 514 2309 leaf_count=1665 519 996 1466 850 1346 1102 818 744 678 1448 1397 17213 538 20374 464 3592 867 1971 2678 955 5510 1299 1609 783 1702 1350 184 7532 514 2309 internal_value=-0.000251205 7.34229e-05 -0.000156456 -0.00214673 0.00109318 0.00724715 0.000704449 0.00198683 0.00267421 -0.00979786 -0.00582463 -0.00123373 0.00236585 -0.000568153 0.00197858 0.000673998 0.00418451 -0.000618857 -0.0021882 0.0041016 0.00305323 -0.000864523 0.00821163 -0.00723821 -0.00422434 0.000940959 -0.00089697 -0.0026046 0.00102592 -0.00262692 internal_weight=84473 82808 81812 31555 50257 2986 47271 23545 20492 3364 1916 28191 1640 23726 18205 11276 3035 8241 6270 6929 5974 26558 2287 1633 3352 2168 1650 9345 1813 3053 internal_count=84473 82808 81812 31555 50257 2986 47271 23545 20492 3364 1916 28191 1640 23726 18205 11276 3035 8241 6270 6929 5974 26558 2287 1633 3352 2168 1650 9345 1813 3053 is_linear=0 shrinkage=0.04 Tree=120 num_leaves=31 num_cat=0 split_feature=28 28 28 23 21 30 9 14 28 1 0 11 0 14 30 23 34 10 15 0 2 33 10 0 10 10 1 24 20 1 split_gain=262.217 214.747 121.441 153.218 52.1023 45.6925 45.6358 44.0777 43.0964 41.8407 49.6362 36.2699 35.4479 32.0951 55.2582 44.1291 40.2578 38.4128 30.7614 29.8444 26.7616 26.4563 26.4388 53.4511 34.2038 30.924 38.2344 30.5876 26.4783 23.7888 threshold=12916.988773168969 25482.795897433145 15803.620355005065 -713.79449999999986 24565.770000000004 247.77089641851128 0.91597561503675362 0.029024409397335523 14368.713704698568 2.5000000000000004 18.500000000000004 -0.8783796973249266 20.500000000000004 0.18281312110578132 459.91916580134955 626.64999999999975 24512.121500000005 -0.12940952255126037 22851.246500000005 17.500000000000004 1.5000000000000002 16189.622000000001 -0.12940952255126037 14.500000000000002 0.78656609248549303 -0.9159756150367534 1.0000000180025095e-35 -755.97925000000021 19828.748750000002 1.0000000180025095e-35 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 3 5 9 8 12 -8 -2 11 -11 -4 20 14 17 22 -17 -13 21 -6 -5 -12 23 25 -24 27 -27 -15 29 -26 right_child=1 -3 4 6 19 -7 7 -9 -10 10 18 13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 28 26 -28 -29 -30 -31 leaf_value=-19.249183325427804 -5.741850177940651 32.072697743588073 -0.49583893569986687 0.39488938298301945 4.5301569777089759 -5.9551652565171391 2.9952826923332032 -1.1466949755805762 -0.4965890426364058 -0.011084354336089746 -1.6178349025415082 -0.074016885835735596 -8.3119504857361246 -3.156145000037359 -1.2829080158069701 1.9144617135271256 9.8149874964639459 1.028920620224999 -5.2705247197093561 -1.2052757705732073 -0.8584423747117399 0.59854574868957566 -0.4487555190589046 3.6561853550853267 -0.46674314791409416 -4.7353277425724807 0.25396981315425365 2.0072564450665231 2.8140382208312804 0.86488718780128693 leaf_weight=1665 602 996 7114 2461 1469 1599 2140 980 1305 11832 3039 10657 268 263 3310 3027 696 7294 395 259 7295 610 5103 2298 1229 548 1240 2006 325 2448 leaf_count=1665 602 996 7114 2461 1469 1599 2140 980 1305 11832 3039 10657 268 263 3310 3027 696 7294 395 259 7295 610 5103 2298 1229 548 1240 2006 325 2448 internal_value=-0.000223267 9.27447e-05 -0.00013201 -0.00318078 0.000647003 -0.0106104 -0.00119903 0.00302564 -0.00642895 0.000460321 -0.00131771 0.00105387 -0.00251397 0.00151716 0.000446828 0.00270344 0.00661295 0.00132249 -0.00514342 0.0075 -0.00211972 -0.00399562 0.00176197 0.00374194 0.000380011 0.00098102 -0.00295302 0.00408109 0.00314843 0.00218113 internal_weight=84473 82808 81812 16650 65162 3506 13144 3120 1907 63434 15876 47558 10024 40444 21261 19183 3723 17951 4044 1728 9756 3649 15460 6355 9105 4057 1788 2269 4002 3677 internal_count=84473 82808 81812 16650 65162 3506 13144 3120 1907 63434 15876 47558 10024 40444 21261 19183 3723 17951 4044 1728 9756 3649 15460 6355 9105 4057 1788 2269 4002 3677 is_linear=0 shrinkage=0.04 Tree=121 num_leaves=31 num_cat=0 split_feature=28 28 23 28 28 24 32 30 2 0 3 34 23 23 0 31 30 9 30 28 10 9 28 34 28 1 10 30 35 0 split_gain=254.029 209.455 117.335 138.809 67.2109 63.2196 52.3315 46.6671 38.2514 30.6259 29.7718 27.5828 24.0075 22.6585 22.4004 26.2484 21.826 21.5712 21.2281 32.8772 31.7155 22.8001 20.7451 24.0838 20.5869 20.546 20.3081 19.8584 29.3884 19.7388 threshold=12916.988773168969 25482.795897433145 -206.80799999999996 14571.017363606739 22943.160399336277 3018.4825000000014 1355.6545870725988 136.19023188787352 1.0000000180025095e-35 17.500000000000004 193.50000000000003 20927.933750000004 537.41224999999952 322.82549999999907 7.5000000000000009 15136.519479166671 51.295582621867133 0.91597561503675362 382.83309963825548 18437.868605845921 0.60355339059327384 -0.78656609248549303 17315.650473998099 23518.905000000002 13393.219174162363 1.0000000180025095e-35 0.60355339059327384 100.6810832801167 18255.020630952389 19.500000000000004 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 3 7 8 9 -5 24 14 -6 18 12 16 -11 -4 -16 29 -18 20 -20 27 -21 23 -22 -2 -14 -9 -8 -29 -10 right_child=1 -3 4 6 5 -7 10 26 11 13 -12 -13 25 -15 15 -17 17 -19 19 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-18.479215992410683 -4.1587607976868819 30.789789833844551 2.3475799225199081 -4.0856398258599071 2.2778376465568728 11.337851983665459 0.30356884859080313 1.1935241170948938 -0.82743846588113235 -1.1744181355598267 -0.67000135352020151 0.28446356196345735 0.32675676709397522 1.5430085883868014 -2.8302629889750097 0.90010011824255343 -0.089034927728789626 2.2078199100182245 -1.9673349131151918 -9.3068001464648109 0.43919224928526091 0.14996219934837426 1.1946218281261827 -1.0203018465917557 -0.66008326131493955 -2.0599395094455395 -6.8034383311029529 0.48305169843795742 -3.0988349629260483 1.9771597973490134 leaf_weight=1665 420 996 2238 784 4068 649 2017 108 2400 765 9864 24246 1000 436 375 3995 7583 1236 1213 113 4097 2639 2448 593 1303 2893 1373 1172 1535 249 leaf_count=1665 420 996 2238 784 4068 649 2017 108 2400 765 9864 24246 1000 436 375 3995 7583 1236 1213 113 4097 2639 2448 593 1303 2893 1373 1172 1535 249 internal_value=-0.000230369 8.06685e-05 -0.0001413 -0.00214899 0.00100167 0.00501521 -0.00119736 -0.0100125 0.00048772 0.00356424 -0.000886692 1.76736e-05 -0.00130851 -0.00204829 0.00330508 0.00163844 -0.000387164 0.000569226 0.000188286 -0.00234552 0.00103524 7.26744e-05 0.00271785 0.00115991 -0.00553685 -0.0040226 -0.0152194 -0.0015072 -0.00374584 -0.00357116 internal_weight=84473 82808 81812 29679 52133 5918 26475 3204 46215 5269 25691 39607 15361 1201 6608 4370 11468 8819 15827 3965 11862 2752 7138 4690 1723 3893 1481 4724 2707 2649 internal_count=84473 82808 81812 29679 52133 5918 26475 3204 46215 5269 25691 39607 15361 1201 6608 4370 11468 8819 15827 3965 11862 2752 7138 4690 1723 3893 1481 4724 2707 2649 is_linear=0 shrinkage=0.04 Tree=122 num_leaves=31 num_cat=0 split_feature=28 28 24 28 2 19 3 30 6 25 28 32 32 16 34 28 24 1 23 30 0 1 14 30 27 21 31 30 9 14 split_gain=246.471 197.49 118.162 148.454 50.2496 51.008 49.2177 46.3947 34.5418 32.1453 31.0253 29.2196 25.4331 24.8505 28.9568 43.6588 34.1803 37.9728 28.3731 25.6195 23.7493 37.5951 25.8818 24.0064 21.1421 22.5475 20.9366 20.3868 19.368 27.7499 threshold=12774.065400707994 25482.795897433145 -573.98424999999941 14522.782134978535 3.5000000000000004 24206.369000000002 139.50000000000003 136.19023188787352 1.0000000180025095e-35 -1587.3087500000017 13393.219174162363 1487.5377684982925 1226.2253826486678 23913.957500000004 24512.121500000005 18876.051392832607 1040.1494999999998 1.0000000180025095e-35 695.71550000000036 96.087956466311809 18.500000000000004 1.0000000180025095e-35 -0.039769286347669845 236.99294085646883 516.59199999999885 17996.947500000006 13910.715468750002 24.109725820758612 -0.98296291314453399 0.45847758937963173 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 3 7 5 8 12 10 9 26 -2 -8 -5 14 16 -16 27 18 -18 -15 23 -22 -23 -6 25 -14 -4 -11 29 -29 right_child=1 -3 4 6 20 -7 11 -9 -10 13 -12 -13 24 19 15 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-21.922359582164063 -4.7838841366676936 29.558198240490746 -4.3003561175293727 -3.9500170199708009 -0.25393498110177459 4.7576651319911614 -4.3970636110983472 -6.7623489192358832 -2.2664494100566661 -0.33478787119631309 -0.55283728512920793 -0.65086967841511068 0.63316013951054628 0.89690108045353556 -1.2322765052222531 5.9744177475624021 -2.0089027141213593 -1.2780612042818393 2.7447063110331511 -3.5271582938022767 0.89509518210223182 -0.89881804183401981 -4.0944022317253257 0.91913635657139825 -1.3678283967262541 -0.19931203439744422 1.8357181316596689 3.8617717371540494 0.69525299175409605 -1.341864008133125 leaf_weight=1332 577 996 149 156 15432 1230 494 1387 829 1329 1227 10131 5712 321 347 858 357 4229 1070 600 1111 1767 1008 5169 827 3829 5519 1011 15200 269 leaf_count=1332 577 996 149 156 15432 1230 494 1387 829 1329 1227 10131 5712 321 347 858 357 4229 1070 600 1111 1767 1008 5169 827 3829 5519 1011 15200 269 internal_value=-0.000227055 4.64272e-05 -0.000168239 -0.00250616 0.000816192 0.00182724 -0.00129273 -0.0105484 0.00152082 0.00173454 -0.00631929 -0.00321318 0.000646142 0.00113087 0.00137171 0.00741909 0.00106115 -0.00164781 0.00399439 -0.0053203 -0.000559481 -0.00342769 -0.00591712 -1.84457e-05 0.000887346 0.00141914 0.00446013 0.0019215 0.00230583 0.00703125 internal_weight=84473 83141 82145 24340 57805 33318 21149 3191 32088 31259 1804 10625 10524 25591 24670 1205 23465 5656 1427 921 24487 3886 2775 20601 10368 9541 5668 17809 16480 1280 internal_count=84473 83141 82145 24340 57805 33318 21149 3191 32088 31259 1804 10625 10524 25591 24670 1205 23465 5656 1427 921 24487 3886 2775 20601 10368 9541 5668 17809 16480 1280 is_linear=0 shrinkage=0.04 Tree=123 num_leaves=31 num_cat=0 split_feature=28 28 10 28 24 30 21 30 28 1 0 28 24 30 0 13 24 0 0 15 28 10 0 2 9 0 32 30 0 28 split_gain=236.518 187.963 93.917 109.193 57.0967 54.4636 48.4021 45.5879 41.0211 34.7144 45.4076 31.4657 29.328 29.4306 27.3823 32.2273 50.2874 32.5186 27.1408 26.5498 25.9661 24.14 81.9412 23.0561 22.1109 33.1047 21.7046 21.3226 50.053 49.8078 threshold=13280.32026493133 25482.795897433145 0.91597561503675351 15528.768834958275 -265.84949999999839 166.86479013739611 24565.770000000004 370.86425803107755 12620.403450404347 2.5000000000000004 18.500000000000004 17237.655672342295 4502.6400000000021 834.2204576692501 14.500000000000002 0.3261394409934788 -779.88125000000207 7.5000000000000009 17.500000000000004 22659.715000000004 22431.984273753962 -0.9159756150367534 12.500000000000002 1.5000000000000002 0.60355339059327384 8.5000000000000018 1355.6545870725988 110.65113420033664 19.500000000000004 22567.36053741425 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=4 2 6 5 -1 -4 9 23 -6 12 21 -9 13 14 15 16 -2 -17 -8 -12 -18 22 -11 -5 -23 -26 -16 -28 -29 -30 right_child=1 -3 3 7 8 -7 18 11 -10 10 19 -13 -14 -15 26 17 20 -19 -20 -21 -22 24 -24 -25 25 -27 27 28 29 -31 leaf_value=-12.402390923620478 -0.98051382419649602 28.375870310871107 -0.057601876014086888 1.4353779935793136 -16.079616007298647 -4.3636587903027975 4.0983925213624026 -2.9541571317455237 1.421383030106008 0.41119416639696282 -1.2240928267108393 -0.33426595426994027 5.3815987416506692 4.7660966885132074 -1.9998750820902205 0.15707671961223241 0.49546318463726496 -1.1337895632732398 -1.0999306150838675 -4.8489509162295148 2.9884093797675453 0.67005245058782748 -5.5774003671878747 -0.016995698870669002 0.015592310328793246 -3.6225983624230138 0.076652453646674987 2.8498477294214535 0.48074340056686199 -2.6023422206789837 leaf_weight=1821 2052 996 697 993 280 2188 1471 1024 563 1624 3024 1836 463 753 675 6603 11924 8306 259 461 1192 5710 828 3548 4763 826 7542 5753 5493 805 leaf_count=1821 2052 996 697 993 280 2188 1471 1024 563 1624 3024 1836 463 753 675 6603 11924 8306 259 461 1192 5710 828 3548 4763 826 7542 5753 5493 805 internal_value=-0.000222793 0.000159151 -5.37042e-05 -0.00362434 -0.011952 -0.0102253 0.000467055 -0.00105121 -0.0033452 0.000300885 -0.00125319 -0.00500699 0.000820388 0.000729578 0.000612176 -0.000153606 0.00114451 -0.00147428 0.00707514 -0.00533142 0.0020555 -0.00021962 -0.00381729 0.00144021 0.000561112 -0.00122741 0.00174857 0.00199153 0.00303543 0.00057161 internal_weight=84473 81809 80813 10286 2664 2885 70527 7401 843 68797 17236 2860 51561 51098 50345 30077 15168 14909 1730 3485 13116 13751 2452 4541 11299 5589 20268 19593 12051 6298 internal_count=84473 81809 80813 10286 2664 2885 70527 7401 843 68797 17236 2860 51561 51098 50345 30077 15168 14909 1730 3485 13116 13751 2452 4541 11299 5589 20268 19593 12051 6298 is_linear=0 shrinkage=0.04 Tree=124 num_leaves=31 num_cat=0 split_feature=28 28 10 34 35 24 19 30 2 1 0 30 0 0 0 30 2 13 24 0 1 23 28 15 15 30 0 13 1 30 split_gain=232.565 179.725 97.5009 123.789 44.8679 39.4965 36.7196 30.7625 29.7955 29.4984 38.5947 27.6344 28.2501 26.7641 26.5254 26.276 27.3798 27.3316 27.1231 29.536 37.1619 24.8036 23.9357 23.5014 22.6752 23.345 47.2271 29.015 26.8242 30.1578 threshold=12916.988773168969 25138.8679444142 0.91597561503675351 19648.960000000003 18833.335751488095 4502.6400000000021 24206.369000000002 465.7230198957422 4.5000000000000009 2.5000000000000004 18.500000000000004 834.2204576692501 14.500000000000002 18.500000000000004 16.500000000000004 236.99294085646883 4.5000000000000009 0.39036257410962044 738.00100000000032 11.500000000000002 1.0000000180025095e-35 -42.864999999999775 12620.403450404347 22851.246500000005 23828.941250000003 107.3178035983771 19.500000000000004 -0.83377653105606597 1.0000000180025095e-35 479.12341686379733 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=21 2 5 4 -4 6 9 8 -5 11 -11 12 15 -3 -8 16 17 -2 19 20 -19 -1 -23 -12 25 -14 -27 -28 29 -29 right_child=1 13 3 7 -6 -7 14 -9 -10 10 23 -13 24 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-19.87108483078271 0.44955240638708349 21.082319873436209 -5.0277880181121875 0.15383897278981748 0.03285992430988699 4.8563187759622819 3.3773775850699166 -2.8606926415405178 -0.96181292142104213 -0.10725451044447254 -1.221615326243773 4.5625671200599029 0.020626889313716673 -1.3758987418013566 -0.78269898000013205 0.7626690083740687 -0.95439636678900575 -0.9533864824526973 -2.5498730457384955 -1.183980434637051 0.86694256836992278 -16.393218861929491 1.2060638031882991 -4.6549928795803863 -1.3596313030066813 2.7155224909039681 -1.3981834150684882 2.8084091177351365 -0.016654484298633178 -0.54030813201083217 leaf_weight=1189 8060 1196 2123 5660 439 643 1614 589 1632 13620 3086 750 6923 132 581 8164 6778 1313 1411 2091 2575 259 217 393 884 5647 1151 1251 3647 455 leaf_count=1189 8060 1196 2123 5660 439 643 1614 589 1632 13620 3086 750 6923 132 581 8164 6778 1313 1411 2091 2575 259 217 393 884 5647 1151 1251 3647 455 internal_value=-0.000225634 7.19737e-05 -0.00016593 -0.00377478 -0.011413 0.000364599 0.000274455 -0.00129171 -0.000581459 0.000110559 -0.00132756 0.000591781 0.000478252 0.0146687 0.00536674 -0.00028955 -0.00100234 -7.24919e-05 -0.0018295 -0.000652283 0.00140947 -0.015027 -0.00731092 -0.00508767 0.00164746 0.00193772 0.00299399 0.000670357 0.00190921 0.00604924 internal_weight=84473 82808 81480 10443 2562 71037 70394 7881 7292 68199 17099 51100 50350 1328 2195 30392 22228 15450 7390 5979 3888 1665 476 3479 19958 19074 12151 6504 5353 1706 internal_count=84473 82808 81480 10443 2562 71037 70394 7881 7292 68199 17099 51100 50350 1328 2195 30392 22228 15450 7390 5979 3888 1665 476 3479 19958 19074 12151 6504 5353 1706 is_linear=0 shrinkage=0.04 Tree=125 num_leaves=31 num_cat=0 split_feature=28 28 28 23 9 21 28 30 28 0 30 11 14 30 23 31 10 0 1 1 10 10 0 25 0 3 30 1 28 17 split_gain=223.835 171.626 103.217 129.755 47.1471 42.9309 38.9653 38.6129 41.5138 37.0722 36.0298 35.3925 36.1557 54.235 54.2005 59.4541 39.9887 37.0125 49.5032 37.8731 31.4268 70.2581 63.2137 33.8187 29.3082 28.8795 27.1352 26.9294 25.4088 23.9283 threshold=12774.065400707994 25482.795897433145 15803.620355005065 -772.89750000000083 0.78656609248549325 25159.435000000001 13280.32026493133 250.60493373101357 14309.221669791328 20.500000000000004 245.11761584494479 -0.8783796973249266 0.2332836900311728 459.91916580134955 626.64999999999975 21663.903476562504 -0.12940952255126037 19.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.12940952255126037 0.60355339059327384 14.500000000000002 -1114.1119999999999 18.500000000000004 301.50000000000006 111.91953627255184 1.0000000180025095e-35 19421.760309143268 24009.779000000002 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 3 7 6 11 -5 8 -2 -8 -6 -4 13 16 20 27 -13 19 -19 24 22 29 25 -23 -18 -14 -24 -16 -15 -22 right_child=1 -3 5 4 10 -7 9 -9 -10 -11 -12 12 14 28 15 -17 17 18 -20 -21 21 23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-19.750538986404901 -5.2071752344262494 26.430159890998766 -0.55838212407659737 -5.2657547439948393 -0.16413235593361605 3.9740974327896401 -0.45479448906175096 -5.2215134954316458 -0.36518350896487389 -7.5633335464312408 2.4464710234970699 -0.21021169652325625 -0.68324076689168578 -1.8541507677234768 3.9401888104440879 8.1625665043252962 -1.1016429163567956 2.5774840119887084 -0.64793529448237674 1.862920867940993 -0.85669588405573449 2.3371465919907495 1.0741404171742033 0.2057812623904465 2.4365243505121907 1.6380457678268432 6.2334824233762633 0.62511611845744486 0.14833351455134108 -3.9848824307121689 leaf_weight=1332 502 996 9460 589 4039 876 7165 1535 1136 299 1718 15002 3778 3207 1017 972 1020 1145 3428 4025 3910 843 1507 6260 406 1804 1589 2954 1238 721 leaf_count=1332 502 996 9460 589 4039 876 7165 1535 1136 299 1718 15002 3778 3207 1017 972 1020 1145 3428 4025 3910 843 1507 6260 406 1804 1589 2954 1238 721 internal_value=-0.000219005 4.1616e-05 -0.0001585 -0.00293588 -0.00125996 0.00056536 -0.00323606 -0.0102301 -0.00595849 -0.00245445 0.00150426 0.000445509 0.00083537 -0.000117404 0.00194281 0.00570099 0.00060577 0.00256185 -9.18434e-05 0.00478811 0.00103273 -0.000317027 0.0028578 0.00218218 -0.000813464 0.000315299 0.00744186 0.0035306 -0.00418898 -0.00415029 internal_weight=84473 83141 82145 16983 13810 65162 8053 3173 1638 7464 5757 64286 54826 29471 25355 4943 25026 10024 4573 5451 20412 11734 8678 7103 1426 5582 3096 3971 4445 4631 internal_count=84473 83141 82145 16983 13810 65162 8053 3173 1638 7464 5757 64286 54826 29471 25355 4943 25026 10024 4573 5451 20412 11734 8678 7103 1426 5582 3096 3971 4445 4631 is_linear=0 shrinkage=0.04 Tree=126 num_leaves=31 num_cat=0 split_feature=28 28 28 23 28 21 14 9 24 2 30 9 10 28 14 1 14 33 30 19 27 11 10 28 0 0 28 0 1 3 split_gain=214.789 162.94 96.0696 82.6066 72.7994 57.1113 48.9489 121.551 70.3294 45.3974 42.9627 40.7026 33.3027 42.571 31.6967 32.9672 34.0419 31.4385 31.0028 29.2917 25.7139 24.1905 22.4168 54.2465 42.5235 39.2637 34.5817 22.2539 21.7875 20.8812 threshold=12916.988773168969 25917.584029383266 17315.650473998099 -850.15350000000024 15528.768834958275 18090.202500000003 0.71952396275653763 -0.91597561503675329 1040.1494999999998 1.5000000000000002 370.86425803107755 -0.98296291314453399 0.37940952255126048 14368.713704698568 0.45847758937963173 1.0000000180025095e-35 0.080547328232315238 17271.970000000005 152.16792420328537 15035.273750000002 -712.1130000000029 -0.8783796973249266 -0.37940952255126015 23358.803016599537 14.500000000000002 12.500000000000002 23978.514684770798 20.500000000000004 2.5000000000000004 353.50000000000006 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=19 2 3 4 -2 9 11 21 22 -5 -6 14 -11 -14 15 16 -4 -10 -15 -1 -13 -8 24 27 25 26 -9 -24 -22 -23 right_child=1 -3 6 5 10 -7 7 8 17 12 -12 20 13 18 -16 -17 -18 -19 -20 -21 28 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-16.606059567295379 -3.862217825516018 37.099047245358818 -2.1514516228434513 0.87376708732503172 0.016706243342487142 -2.2021833789577068 -4.6544031571975939 0.86094515427634177 3.1575937161371259 0.2203152062407753 -2.4865795528634407 -0.74718617328660919 -2.7612109525156847 0.030019742966105697 -1.4095543944725069 3.4772372391865067 9.1622356123346247 10.793009300588965 -1.660161339155602 -0.68772704005867125 0.28357235949879395 -0.59340628617166657 -0.16131048515031579 -6.3797560527680615 4.6416290798384585 -1.0525253342004726 4.8168924857765525 0.99698784511667327 -0.45942645253926456 -5.2508250372040495 leaf_weight=1457 2140 664 355 4201 2600 2697 360 998 2502 8383 1126 6711 1511 4815 372 1416 106 734 1831 208 21775 1747 2421 361 1505 1488 520 2117 7166 186 leaf_count=1457 2140 664 355 4201 2600 2697 360 998 2502 8383 1126 6711 1511 4815 372 1416 106 734 1831 208 21775 1747 2421 361 1505 1488 520 2117 7166 186 internal_value=-0.000201958 8.40499e-05 -7.54772e-05 -0.00191237 -0.00615752 -0.000849902 0.000943225 0.00288239 0.00441879 -0.000137891 -0.00278046 0.000178887 -0.00108102 -0.00290058 0.00539795 0.00751199 -0.00177874 0.00950556 -0.00152272 -0.0144264 -0.000150342 -0.00559093 0.0026695 0.000796081 0.00470406 0.00195609 0.00648221 0.00198325 0.000366953 -0.0038179 internal_weight=84473 82808 82144 29304 5866 23438 52840 14939 12646 20741 3726 37901 16540 8157 2249 1877 461 3236 6646 1665 35652 2293 9410 4899 4511 3006 1518 4538 28941 1933 internal_count=84473 82808 82144 29304 5866 23438 52840 14939 12646 20741 3726 37901 16540 8157 2249 1877 461 3236 6646 1665 35652 2293 9410 4899 4511 3006 1518 4538 28941 1933 is_linear=0 shrinkage=0.04 Tree=127 num_leaves=31 num_cat=0 split_feature=28 28 23 28 28 0 32 23 30 10 33 0 14 27 23 24 2 3 30 28 9 11 30 0 28 30 13 21 0 16 split_gain=206.624 163.43 96.7144 130.027 67.4874 58.6381 54.371 39.7776 39.6045 38.7148 43.4452 46.9439 36.0262 31.8129 29.4821 28.9175 28.0683 27.5344 26.0402 52.9482 32.1456 30.1341 28.8051 28.4193 26.3706 25.4596 24.3314 22.9509 22.9258 24.7117 threshold=12774.065400707994 25917.584029383266 -206.80799999999996 14309.221669791328 23715.418192730529 12.500000000000002 1355.6545870725988 -398.12249999999943 140.39343239875549 0.37940952255126048 17271.970000000005 14.500000000000002 -0.49812626372919411 287.69125000000446 732.64549999999974 1099.6000000000006 1.0000000180025095e-35 348.50000000000006 301.08702806566458 16689.647774538927 -0.78656609248549303 -0.8783796973249266 506.79399914501852 19.500000000000004 20345.276365955404 374.68234425446718 -0.69057362043749781 20503.259500000004 8.5000000000000018 16827.970000000005 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 3 7 8 -6 -5 -2 15 10 11 16 -13 -7 -14 26 -10 18 21 -20 23 -8 24 -21 -22 -12 -4 -23 -17 -30 right_child=1 -3 4 6 5 13 17 -9 9 -11 25 12 14 -15 -16 28 -18 -19 19 20 22 27 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-18.296275044256873 -4.8755982392958686 35.615085355544437 0.71948268763127998 -3.6027004712857891 5.0403450036579311 -0.43076466574675581 -0.83451549199227881 -0.8288826335753765 2.6904003850169831 -0.89150405725435122 1.9739929452190701 0.0086130641050840492 4.7208994435021303 4.5234766021785617 -1.4848595735401613 -4.7840312255715256 0.068455233790300551 -1.7700966705073733 -2.4008411583229465 10.498775192378016 -0.049667729726352264 0.52261973675354967 -1.1946315348541976 -8.6420477857686642 1.148556513528165 9.2363435779111747 -0.18056599647869007 -0.42817584057032948 -3.4861704046509114 -0.35647144449510959 leaf_weight=1332 1798 664 4848 873 1488 1304 2666 806 2485 3248 319 1347 2891 577 360 458 12950 1080 1599 58 4833 9511 1698 301 1259 525 16581 3441 604 2569 leaf_count=1332 1798 664 4848 873 1488 1304 2666 806 2485 3248 319 1347 2891 577 360 458 12950 1080 1599 58 4833 9511 1698 301 1259 525 16581 3441 604 2569 internal_value=-0.000196276 5.41249e-05 -0.000104999 -0.00192026 0.000928569 0.00640546 -0.00110619 -0.0104608 0.000553421 0.00171026 0.00234229 0.00196775 0.00551544 0.00171186 0.00779452 -0.000560255 0.000910917 -0.000781971 -0.000515651 -0.00213787 -0.000832004 0.000496863 -0.000292683 -0.0125348 0.000991464 0.0112322 -9.33315e-07 0.00129401 -0.0038612 -0.00265364 internal_weight=84473 83141 82477 29923 52554 3369 27319 2604 49185 24125 20877 20033 4598 1881 3251 25060 15435 26446 25366 9748 8149 15618 7790 359 6092 844 21429 12952 3631 3173 internal_count=84473 83141 82477 29923 52554 3369 27319 2604 49185 24125 20877 20033 4598 1881 3251 25060 15435 26446 25366 9748 8149 15618 7790 359 6092 844 21429 12952 3631 3173 is_linear=0 shrinkage=0.04 Tree=128 num_leaves=31 num_cat=0 split_feature=28 28 23 28 28 24 34 23 2 11 30 9 28 30 0 3 19 28 0 34 27 23 0 31 30 27 15 30 0 0 split_gain=198.043 163.477 92.6031 124.718 65.0388 65.5054 48.7322 39.4621 32.0027 26.5582 26.1987 31.5011 29.2282 23.8826 22.9583 24.8447 22.5033 22.3975 21.408 21.4021 23.4189 20.4323 20.168 25.5148 19.7085 19.3784 18.9438 17.9925 18.4628 31.8996 threshold=12774.065400707994 25917.584029383266 -206.80799999999996 14368.713704698568 22943.160399336277 3018.4825000000014 17774.932500000006 -434.43299999999994 1.0000000180025095e-35 -0.8783796973249266 301.08702806566458 -0.78656609248549303 16689.647774538927 506.79399914501852 20.500000000000004 348.50000000000006 24430.807250000002 20345.276365955404 19.500000000000004 21164.311000000005 714.66449999999725 -1137.0874999999985 6.5000000000000009 15136.519479166671 49.154644533130671 -609.68474999999842 23120.728750000006 30.198417060543768 14.500000000000002 12.500000000000002 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 3 7 8 16 -5 -2 22 -8 14 18 -13 17 15 -11 26 -14 -12 20 24 -19 -4 -24 -10 -21 -6 -27 29 -29 right_child=1 -3 4 6 5 -7 9 -9 19 10 11 12 13 -15 -16 -17 -18 21 -20 25 -22 -23 23 -25 -26 27 -28 28 -30 -31 leaf_value=-17.564424042486607 -4.6848989783693105 34.190481941322652 2.1934942261597827 -4.0396013975471581 4.3879594587287283 10.757603571724976 -0.8592811415496544 -0.94544407329405655 -0.63738092794585099 0.21135111914365554 7.4207572252757386 -2.0076373462726043 -0.11883721871650778 -1.1265723077146685 1.9832728049574508 -1.9295024037036639 3.4754105802663982 1.9985288644075627 -8.3709259971012937 -1.0369328565451723 -2.3622743715115941 0.17053539539920168 -2.5943772233134221 0.8663287522373867 0.015113903840974672 -0.3227993441413855 0.30512037902823069 0.53018499080542825 1.4362422101145058 -1.9416544168493419 leaf_weight=1332 1767 664 1802 788 528 680 4233 993 3066 12039 67 1130 4374 1739 774 458 1156 526 291 2197 1629 744 504 4350 13273 1946 3814 10710 5236 1663 leaf_count=1332 1767 664 1802 788 528 680 4233 993 3066 12039 67 1130 4374 1739 774 458 1156 526 291 2197 1629 744 504 4350 13273 1946 3814 10710 5236 1663 internal_value=-0.000193908 5.12383e-05 -0.000107909 -0.00188417 0.000903452 0.00475882 -0.001061 -0.00998551 0.000389857 -0.000768152 -0.00021317 -0.00189607 -0.00140726 -0.000490316 0.000911762 0.000497719 0.00331029 0.000772502 -0.0135196 -4.0282e-05 -0.00106189 0.00544882 0.00295673 0.00161516 -0.000605912 0.000803604 0.00198987 0.00120378 0.00160713 0.000764568 internal_weight=84473 83141 82477 29923 52554 6178 27163 2760 46376 26375 22142 8871 8513 7383 13271 12497 5498 5644 358 39720 17968 1270 6656 4854 16339 21752 4342 19555 17609 12373 internal_count=84473 83141 82477 29923 52554 6178 27163 2760 46376 26375 22142 8871 8513 7383 13271 12497 5498 5644 358 39720 17968 1270 6656 4854 16339 21752 4342 19555 17609 12373 is_linear=0 shrinkage=0.04 Tree=129 num_leaves=31 num_cat=0 split_feature=28 28 28 0 24 14 9 23 21 2 24 28 28 9 28 14 14 33 33 9 11 27 1 10 24 10 10 7 10 0 split_gain=193.709 162.48 78.2869 65.0452 45.6224 41.8305 116.44 55.8776 41.8169 49.456 55.0921 67.7609 38.9143 35.8557 34.576 29.8861 29.6206 29.6097 24.6128 38.3095 23.8559 22.7969 22.4184 36.2786 35.9994 28.8389 37.7363 23.6265 55.0865 50.2579 threshold=13044.508713858109 25917.584029383266 17849.101794540828 22.500000000000004 -351.75300000000146 0.71952396275653763 -0.91597561503675329 773.96650000000056 18090.202500000003 1.5000000000000002 -1462.6187499999994 14714.822753354589 12426.92047526729 -0.98296291314453399 16487.916932758566 0.45847758937963173 -0.6905596507703472 17271.970000000005 12697.831250000001 0.60355339059327384 -0.8783796973249266 -646.5650000000004 1.0000000180025095e-35 -0.5 -2797.5242499999999 -0.9159756150367534 -0.78656609248549325 1.0000000180025095e-35 -0.9159756150367534 12.500000000000002 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=4 2 3 8 -1 13 20 -8 9 18 11 -11 -6 15 -5 16 -4 -9 19 -2 -7 -15 23 25 -25 -23 -27 28 29 -24 right_child=1 -3 5 14 12 6 7 17 -10 10 -12 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 22 27 24 -26 26 -28 -29 -30 -31 leaf_value=-14.201490783633854 -2.4932022188579142 32.822862663669802 0.083586670994554885 -4.5115216563947618 -20.347721959190714 -4.5509263742280748 0.96683354382810649 3.5478843266644979 -1.678956518513296 -4.3568312876071653 -0.050649650283121447 -0.48855549998217612 0.89433487740767303 -0.62940788906831591 -0.83589928016204795 -1.3932155319302546 4.4478165032801922 11.648254500064795 0.93618255854875321 2.1141039253647613 -1.0714581990420993 1.2264086748585397 -0.13825406126466988 -1.2628478213075869 2.3473078475447982 -4.1259885895519988 0.33875364667677788 0.91611395614847424 0.088594993627411897 -3.3159581125908155 leaf_weight=1261 641 664 631 913 226 360 9254 1738 4040 1028 16144 4520 511 7364 1173 370 1134 613 4336 505 1915 1320 1522 228 3002 679 951 2968 12960 1502 leaf_count=1261 641 664 631 913 226 360 9254 1738 4040 1028 16144 4520 511 7364 1173 370 1134 613 4336 505 1915 1320 1522 228 3002 679 951 2968 12960 1502 internal_value=-0.000185858 0.000112276 -4.76709e-05 -0.00154114 -0.0124925 0.00097751 0.00283285 0.00445498 -0.00108413 -0.000519614 -0.00137747 -0.00481615 -0.00458616 0.000233894 -0.00837967 0.00525527 0.0074221 0.00996172 0.00287486 -0.00233857 -0.00544176 -9.60118e-05 0.000477479 0.00256958 0.00549845 -0.000637288 -0.00419632 -0.000204728 -0.000813313 -0.0056746 internal_weight=84473 82475 81811 33300 1998 48511 13880 11605 31214 27174 21692 5548 737 34631 2086 2135 1765 2351 5482 1146 2275 32496 25132 6180 3230 2950 1630 18952 15984 3024 internal_count=84473 82475 81811 33300 1998 48511 13880 11605 31214 27174 21692 5548 737 34631 2086 2135 1765 2351 5482 1146 2275 32496 25132 6180 3230 2950 1630 18952 15984 3024 is_linear=0 shrinkage=0.04 Tree=130 num_leaves=31 num_cat=0 split_feature=28 28 23 28 28 0 32 30 10 28 24 23 27 13 10 27 9 30 30 2 8 28 16 29 30 9 0 13 9 23 split_gain=190.683 163.334 82.1705 116.621 60.0667 54.8432 47.5012 35.8138 41.9672 41.9618 39.0064 35.4981 29.8057 26.42 25.8589 25.2754 24.2825 28.9515 25.9247 27.8663 62.4472 26.8549 22.9366 22.7063 22.703 24.1502 49.8449 39.4092 28.3378 22.5263 threshold=12774.065400707994 25917.584029383266 -220.3200000000015 14309.221669791328 23715.418192730529 12.500000000000002 1355.6545870725988 176.89329155162403 0.37940952255126048 22431.984273753962 1099.6000000000006 -434.43299999999994 287.69125000000446 -0.69057362043749781 -0.5 536.75199999999961 -0.78656609248549303 258.5448062696351 485.82691111126024 4.5000000000000009 1.0000000180025095e-35 17627.962341629853 22722.497000000003 16412.570493189913 49.154644533130671 -0.5 12.500000000000002 0.52766072109828632 -0.78656609248549303 434.41749999999962 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 3 11 7 -6 -5 10 9 -9 13 -2 -7 -4 23 16 17 -8 19 -18 -21 -20 -11 -12 -15 27 -27 28 -26 -25 right_child=1 -3 4 6 5 12 15 8 -10 22 14 -13 -14 24 -16 -17 18 -19 21 20 -22 -23 -24 29 25 26 -28 -29 -30 -31 leaf_value=-16.25627190665622 -4.4831092527213334 31.509948157122999 0.79839460835079079 -3.2565655862269343 4.6323185667033249 -0.48035915299522458 -0.71130716965533791 0.84247961669374494 -1.2232046332850588 5.8806732246954203 -2.877831585206077 -0.92872060844048976 4.2820473138539823 -0.3994889677089668 -3.4031232222523249 -1.5581545971408923 0.29728798162159364 -6.6487372240877454 -12.310351877082104 -0.93693325266118332 1.4051020157325547 -0.57075659672133039 0.76582676848098341 -2.1310391935937516 -0.95139428659429548 0.30661866320595438 -2.7007441313476739 1.5903908312399291 2.4978839173348386 0.73620511131579403 leaf_weight=1332 1665 664 5749 865 1493 1341 1937 15926 2307 1000 528 879 579 6167 1444 1206 14400 574 182 4175 1147 2265 374 782 2480 5393 1860 3239 653 1867 leaf_count=1332 1665 664 5749 865 1493 1341 1937 15926 2307 1000 528 879 579 6167 1444 1206 14400 574 182 4175 1147 2265 374 782 2480 5393 1860 3239 653 1867 internal_value=-0.000180649 5.98982e-05 -9.91792e-05 -0.00180031 0.000837877 0.00597129 -0.00102202 0.000485845 0.0018167 0.00249249 -0.000379285 -0.00998428 0.0015 0.000232567 -0.00376109 -0.000713899 -0.000437601 -0.00416567 -1.53367e-05 0.000466484 -0.00200676 -0.00389865 0.00919942 -0.00174378 -0.000460792 0.000450642 -0.00112781 0.00224733 -0.000951165 -0.000234051 internal_weight=84473 83141 82477 29295 53182 3413 26751 49769 19607 17300 30162 2544 1920 25541 4621 25886 24680 2511 22169 19722 5322 2447 1374 3177 19792 13625 7253 6372 3133 2649 internal_count=84473 83141 82477 29295 53182 3413 26751 49769 19607 17300 30162 2544 1920 25541 4621 25886 24680 2511 22169 19722 5322 2447 1374 3177 19792 13625 7253 6372 3133 2649 is_linear=0 shrinkage=0.04 Tree=131 num_leaves=31 num_cat=0 split_feature=28 28 28 9 30 28 30 21 1 0 0 15 2 9 24 33 21 14 2 23 11 14 30 10 30 6 14 3 10 0 split_gain=183.214 160.763 85.4999 104.028 73.6004 69.2032 45.3559 43.7991 32.684 30.3017 27.3685 26.114 26.0891 28.6166 24.2065 23.9441 22.9683 22.9385 22.3301 21.5409 21.1857 22.4084 46.8694 35.2956 28.4947 20.7383 21.5432 19.5375 19.362 71.5132 threshold=12620.403450404347 25917.584029383266 15803.620355005065 0.60355339059327384 227.48473101718062 13618.961938426417 245.11761584494479 24430.807250000002 2.5000000000000004 18.500000000000004 17.500000000000004 22722.002500000006 4.5000000000000009 0.98296291314453421 4502.6400000000021 16077.412500000002 16769.520500000002 0.097680735332368748 1.5000000000000002 434.41749999999962 -0.8783796973249266 0.18281312110578132 459.91916580134955 -0.12940952255126037 561.02947301335178 1.0000000180025095e-35 -0.43733099657705293 348.50000000000006 -0.9159756150367534 12.500000000000002 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 3 4 5 -2 12 8 14 28 -9 15 25 -14 20 -11 18 -15 -7 -8 -4 22 23 -22 27 26 -5 -23 29 -10 right_child=1 -3 7 6 -6 16 19 10 9 11 -12 -13 13 17 -16 -17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-20.645875588522248 -4.9356926869579549 30.249550230838068 -0.38136452685299449 -0.13022954328036576 -4.1655722777769553 0.72691825453279313 5.4092235182196964 3.4093123029991692 0.52111410326571783 -1.3570691058762168 -0.90115762178029402 -4.4294773173899014 -1.5111885459879704 6.4475021103479957 4.6110636444773263 0.61052852272332536 -2.3568156283981807 -0.91073808049142824 -0.5038400539077702 0.78901467019244598 -0.13400790529376536 0.57372325913427635 -1.1511908078849957 0.90334192191119655 4.040921506112209 -3.9232438877677853 1.514866366970091 -1.0727419050118625 0.21532146255587578 -5.4332827413122873 leaf_weight=999 864 664 7114 2080 2427 1111 774 1901 1482 2934 358 442 2571 213 460 669 849 190 3498 1058 10504 16205 3285 7294 1377 260 1421 1162 9547 760 leaf_count=999 864 664 7114 2080 2427 1111 774 1901 1482 2934 358 442 2571 213 460 669 849 190 3498 1058 10504 16205 3285 7294 1377 260 1421 1162 9547 760 internal_value=-0.000168811 3.4981e-05 -0.000122207 -0.00262185 -0.00568979 -0.00341664 0.000511264 0.000538675 0.000343164 -0.00123026 0.00601151 -0.00421755 -0.00100668 -0.00380632 0.000868758 -0.00309187 -0.00175156 0.00610422 -0.000637882 0.0060917 0.000779276 0.00113842 0.000243798 0.00105405 0.00214469 0.00120713 0.00201657 0.00170553 -0.000205276 -0.0035504 internal_weight=84473 83474 82810 17316 8749 6322 8567 65494 63235 15834 2259 4045 6735 2974 47401 3603 5458 403 4609 1832 46941 39827 21083 17798 18744 3761 3501 17367 11789 2242 internal_count=84473 83474 82810 17316 8749 6322 8567 65494 63235 15834 2259 4045 6735 2974 47401 3603 5458 403 4609 1832 46941 39827 21083 17798 18744 3761 3501 17367 11789 2242 is_linear=0 shrinkage=0.04 Tree=132 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 21 30 1 28 30 2 10 20 0 15 0 1 33 24 23 28 22 11 3 24 10 0 30 9 0 split_gain=176.287 153.311 71.9746 94.4018 44.814 41.2855 40.3136 30.9489 28.2241 35.4937 27.8692 36.1111 30.7381 27.5707 26.5464 24.1055 23.8598 23.7619 22.1372 21.0767 22.1793 20.5924 20.1839 21.7554 19.599 18.5546 67.8025 25.184 24.2838 24.1795 threshold=12774.065400707994 25917.584029383266 15803.620355005065 -850.15350000000024 19.500000000000004 24430.807250000002 250.60493373101357 2.5000000000000004 14426.416639559577 304.21974163512596 4.5000000000000009 -0.12940952255126037 15698.664250000002 18.500000000000004 22659.715000000004 17.500000000000004 1.0000000180025095e-35 16077.412500000002 4757.6867500000017 -28.457499999998614 12426.92047526729 14855.179000000002 -0.8783796973249266 22.500000000000004 1191.0944999999995 -0.9159756150367534 12.500000000000002 38.02301402264721 0.60355339059327384 8.5000000000000018 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=19 2 3 8 6 7 10 18 -2 -10 11 -5 21 25 17 -7 -13 -15 22 -1 -21 -12 -4 24 -24 26 -9 -28 -27 -30 right_child=1 -3 5 4 -6 15 -8 13 9 -11 12 16 -14 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 28 27 -29 29 -31 leaf_value=-17.493467081259659 -5.5882741266212541 29.039568221604569 -0.36610994577888051 -2.6294619057143427 -6.1828297130240024 3.2729398108791794 1.8454759819469837 0.50026953913504257 -0.50549363393503888 -4.4193056397044712 -3.5076619029792346 -0.72240095843997554 -0.4755979850544827 -1.300613314916045 -4.2409797102331508 -0.8651113169090241 0.57730082506917824 0.64346732666497697 6.2862595730650357 -16.266473321078522 1.9197238777601888 -0.10974410139016982 0.96061431909794925 0.2484743321050337 6.0283728110042283 0.69497441755796896 0.61865199371146451 -6.5225602263574549 -0.093948662802795305 -3.5155813567215226 leaf_weight=992 771 664 7114 638 432 1901 2028 1482 1188 725 1094 1429 4020 2924 462 358 4315 659 227 155 185 343 1987 37666 407 5678 98 662 3128 741 leaf_count=992 771 664 7114 638 432 1901 2028 1482 1188 725 1094 1429 4020 2924 462 358 4315 659 227 155 185 343 1987 37666 407 5678 98 662 3128 741 internal_value=-0.00015792 7.33693e-05 -8.07498e-05 -0.00240122 -0.00110917 0.000520964 -0.000713925 0.000331146 -0.00928465 -0.00668061 -0.00160655 0.000188029 -0.00370533 -0.00119995 -0.00404944 0.00583444 0.00119081 -0.00288585 0.000842598 -0.0145946 -0.006 -0.00872651 0.000782635 0.0011313 0.00482874 -0.000222241 -0.00349688 -0.0132105 0.000546769 -0.00189713 internal_weight=84473 83141 82477 16983 14299 65494 13867 63235 2684 1913 11839 6382 5457 15834 4045 2259 5744 3583 47401 1332 340 1437 47174 40060 2394 11789 2242 760 9547 3869 internal_count=84473 83141 82477 16983 14299 65494 13867 63235 2684 1913 11839 6382 5457 15834 4045 2259 5744 3583 47401 1332 340 1437 47174 40060 2394 11789 2242 760 9547 3869 is_linear=0 shrinkage=0.04 Tree=133 num_leaves=31 num_cat=0 split_feature=28 28 24 28 31 23 2 30 28 3 32 1 0 1 33 23 21 32 30 10 14 30 0 28 15 15 9 13 30 9 split_gain=169.163 151.887 76.6761 109.313 49.879 43.0158 39.1136 38.6383 38.2888 37.4318 26.8785 22.663 23.9162 21.6502 20.3939 31.5139 19.8578 19.189 19.0553 18.7737 17.2215 19.3081 16.4194 16.1354 21.6812 15.4324 15.8862 40.9045 22.162 21.8352 threshold=12620.403450404347 25917.584029383266 -518.43124999999952 14309.221669791328 22473.937434895834 610.06799999999942 1.0000000180025095e-35 124.12121207837291 13159.348133015183 139.50000000000003 1421.0245386796419 2.5000000000000004 18.500000000000004 1.0000000180025095e-35 14578.962000000001 909.93975000000148 21068.507500000003 1226.2253826486678 36.912391621208322 -0.37940952255126015 -0.15950993297387572 222.551602957055 5.5000000000000009 23156.028576928195 23254.805250000001 23120.728750000006 -0.60355339059327362 0.3261394409934788 110.65113420033664 0.91597561503675362 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 3 7 6 19 14 8 -2 13 -11 23 -13 -5 22 -16 17 -15 -10 -6 21 -14 -4 25 -25 26 28 -28 -8 -29 right_child=1 -3 4 9 5 -7 11 -9 18 10 -12 12 20 16 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=-19.120301881730992 -4.7843686858586443 27.877985492740407 2.0650582813991787 -0.50064923333993649 4.6904814159132364 13.834722094471582 -0.078735332469004785 -5.2007959433604993 1.0914701409882037 -3.8305553512967525 -0.50082226309765243 -0.21110814313942683 0.43505069739308966 -2.752757285291664 1.151366350423632 8.1688851762005648 -0.9047265428829997 0.5327171327674296 -0.91249850819847778 -1.0905377390811191 -4.0671217892183629 -4.7095177025332671 0.32908805357197707 5.2709513127393439 0.64157053617862403 -2.9032351720313456 0.48376819733341109 -1.1462612685921341 1.3612066363081976 0.28121935954193761 leaf_weight=999 492 664 954 2866 393 482 5326 1301 232 484 11153 10240 618 129 1733 542 1104 7178 850 432 625 358 5242 338 2775 278 10557 6930 6127 3071 leaf_count=999 492 664 954 2866 393 482 5326 1301 232 484 11153 10240 618 129 1733 542 1104 7178 850 432 625 358 5242 338 2775 278 10557 6930 6127 3071 internal_value=-0.000154132 4.16896e-05 -0.000111098 -0.00192097 0.000707459 0.00843152 0.000526259 -0.00927304 -0.00505718 -0.000998516 -0.00259001 7.74718e-05 -0.00143738 0.000643788 0.00302916 0.00626813 0.00166686 0.00242233 -0.000850277 0.00288485 -0.00598376 -0.00266393 0.0018399 0.000584148 0.0033344 0.000318994 0.000400487 -0.000264617 0.00159434 -0.00209779 internal_weight=84473 83474 82810 25789 57021 1307 55714 2875 1574 22914 11637 47243 11841 11277 8471 2275 8411 7307 1082 825 1601 976 6196 35402 3113 32289 32011 20558 11453 10001 internal_count=84473 83474 82810 25789 57021 1307 55714 2875 1574 22914 11637 47243 11841 11277 8471 2275 8411 7307 1082 825 1601 976 6196 35402 3113 32289 32011 20558 11453 10001 is_linear=0 shrinkage=0.04 Tree=134 num_leaves=31 num_cat=0 split_feature=28 28 28 9 30 28 30 31 23 25 1 0 0 23 9 9 28 23 1 10 10 34 30 24 21 2 32 0 30 28 split_gain=161.631 150.17 71.5493 89.5293 64.8711 63.9856 38.418 36.6396 63.0548 34.7615 30.1144 24.2572 41.0526 22.0537 21.6295 29.1457 26.5494 20.8416 20.7638 56.4722 56.4152 20.7477 27.566 20.8582 20.1479 21.3157 19.2102 18.7799 20.5488 21.4825 threshold=12620.403450404347 25917.584029383266 15803.620355005065 0.60355339059327384 242.5834431552278 13618.961938426417 245.11761584494479 22325.084593750005 594.58750000000157 -1624.5945000000008 2.5000000000000004 21.500000000000004 18.500000000000004 524.38950000000216 -0.5 1.0000000180025095e-35 23715.418192730529 487.34600000000142 1.0000000180025095e-35 -0.9159756150367534 -0.9159756150367534 18643.280000000002 236.99294085646883 667.97400000000209 16769.520500000002 1.5000000000000002 1505.7232256412997 18.500000000000004 561.02947301335178 22292.995584613087 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 3 4 5 -2 13 9 11 21 14 12 -9 -5 -11 18 -17 -8 19 -16 -20 23 -23 -4 25 -7 -6 -12 29 -29 right_child=1 -3 7 6 26 24 17 8 -10 10 27 -13 -14 -15 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-18.355489806461772 -4.5702655778895132 26.762866073030747 0.67872979813848366 -0.069815253975139061 -5.356927829008491 0.7031035973078178 4.8307512932610557 1.0038461211110552 12.331487076159611 0.42647747431255995 -0.27086229825508784 2.936367534190067 -4.3531634383385969 -3.302457636527397 2.2402389802642575 0.085738294506008977 2.6515163197671789 0.5788668963357122 -2.4901795710395529 -2.0815057618894937 0.28584914989231036 0.51894837160805762 2.5193459788852488 -1.9728512857241731 -2.1735586179659729 -0.49055830538163719 -2.4858742572946357 -0.61688032404374105 -7.483496303903812 -3.543125324553257 leaf_weight=999 891 664 986 6324 1037 1164 890 1540 548 16285 9625 279 348 411 586 15145 594 942 1190 1883 3563 6068 2590 797 877 3677 1103 2903 170 394 leaf_count=999 891 664 986 6324 1037 1164 890 1540 548 16285 9625 279 348 411 586 15145 594 942 1190 1883 3563 6068 2590 797 877 3677 1103 2903 170 394 internal_value=-0.000162182 2.92307e-05 -0.00012269 -0.00240933 -0.00525546 -0.00329551 0.000497257 0.000481876 0.00503131 0.000285127 -0.000135275 0.00196585 0.000338983 -0.000899777 0.000418896 -0.000371935 0.00059343 0.00563319 -0.00247577 -0.0054516 -0.000929939 0.00239249 0.00320166 -0.00153674 -0.00174187 -0.000731254 -0.0113084 -0.00179652 -0.00432074 -0.00362147 internal_weight=84473 83474 82810 17316 8749 6609 8567 65494 2715 62779 52338 2167 1888 6735 39246 22961 15739 1832 7222 2469 4753 10441 8658 1783 5718 4841 2140 13092 3467 3297 internal_count=84473 83474 82810 17316 8749 6609 8567 65494 2715 62779 52338 2167 1888 6735 39246 22961 15739 1832 7222 2469 4753 10441 8658 1783 5718 4841 2140 13092 3467 3297 is_linear=0 shrinkage=0.04 Tree=135 num_leaves=31 num_cat=0 split_feature=28 28 28 24 30 28 23 31 27 9 21 34 2 10 24 28 30 28 9 21 0 23 30 1 15 1 24 0 14 30 split_gain=151.499 143.16 56.2724 53.245 45.3289 43.8919 37.3055 72.5136 37.0899 30.6124 29.7115 28.952 31.4128 29.8161 23.8222 23.3885 21.3701 20.9817 32.6661 29.2487 19.599 18.5137 20.0808 17.6675 17.4078 16.8876 16.39 24.2973 31.3623 16.0467 threshold=13044.508713858109 25917.584029383266 19170.71226787673 -456.32250000000016 611.6675602009542 12426.92047526729 -1007.5884999999997 17662.337015625002 569.76375000000019 -0.60355339059327362 25159.435000000001 16625.841500000006 1.0000000180025095e-35 0.60355339059327384 4757.6867500000017 20686.587893205284 485.82691111126024 15184.224550823004 0.91597561503675362 17996.947500000006 16.500000000000004 187.27899999999957 382.83309963825548 2.5000000000000004 19363.186250000002 1.0000000180025095e-35 -1582.5997500000001 18.500000000000004 0.029024409397335523 906.87769618380878 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=3 2 6 -1 10 -5 7 -2 11 -6 14 13 -13 -8 23 -11 25 18 -14 21 -12 22 -19 24 -4 -9 -25 -28 -29 -10 right_child=1 -3 4 5 9 -7 8 16 29 15 20 12 17 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 26 -26 -27 27 28 -30 -31 leaf_value=-11.520110564767819 -3.4881220655957441 25.692351430109557 1.7385640529169177 -18.278890244344147 -6.6291135298279551 1.0676138892358722 -0.596635592435523 -0.95927060506623096 -1.5871289204479764 2.030685284993524 4.3110143931857605 1.0313574775547749 -0.84290205331824841 -6.0441711892992318 5.3728875912753571 7.9728378106993478 -2.5159997126673987 0.62785430157968225 1.2228079544703723 -0.5942361469312164 -1.0242855042552401 -0.22887600532543728 -1.9321070428167877 0.86600952434455392 0.23642233000507987 0.11303750285675052 -0.11126214454241563 -0.051394401610814384 -4.1560130368190586 2.1981625159840044 leaf_weight=1090 1541 664 1282 303 86 605 546 1368 4418 889 800 2971 5494 419 276 554 586 9474 1578 6487 223 4209 419 507 25230 3824 6719 806 816 289 leaf_count=1090 1541 664 1282 303 86 605 546 1368 4418 889 800 2971 5494 419 276 554 586 9474 1578 6487 223 4209 419 507 25230 3824 6719 806 816 289 internal_value=-0.000147503 0.000116156 -3.39808e-05 -0.011031 0.00108725 -0.00387665 -0.00101552 -0.00362071 -0.000490304 0.00783519 0.000805805 3.16486e-06 0.000218073 -0.00681865 0.000612863 0.00921691 -0.00156456 -0.000201728 -0.00208145 0.000443926 0.00752688 0.00146646 0.00241181 0.000521493 0.00103802 -0.000747304 -0.00102622 -0.00145067 -0.00584464 -0.00380285 internal_weight=84473 82475 81811 1998 38188 908 43623 7319 36304 1529 36659 31597 30632 965 35636 1443 5778 27661 7072 20589 1023 14102 9893 35360 26512 5192 8848 8341 1622 4707 internal_count=84473 82475 81811 1998 38188 908 43623 7319 36304 1529 36659 31597 30632 965 35636 1443 5778 27661 7072 20589 1023 14102 9893 35360 26512 5192 8848 8341 1622 4707 is_linear=0 shrinkage=0.04 Tree=136 num_leaves=31 num_cat=0 split_feature=28 28 28 23 31 21 2 10 28 14 9 23 9 33 34 1 27 9 13 23 10 13 6 11 10 28 0 0 29 18 split_gain=146.967 140.633 63.7998 56.7598 51.8228 41.8182 42.2248 63.7644 36.5008 36.0827 102.315 56.4874 33.8226 33.0338 31.964 28.7359 30.9765 28.2656 28.1952 27.7863 28.7134 26.9957 25.6915 24.1251 21.9037 50.0545 36.658 36.2709 23.4924 21.7737 threshold=12620.403450404347 25917.584029383266 17315.650473998099 -1007.5884999999997 17528.940195312502 17996.947500000006 4.5000000000000009 0.25881904510252057 15764.515760885401 0.71952396275653763 -0.91597561503675329 626.64999999999975 -0.98296291314453399 17271.970000000005 18620.092000000004 1.0000000180025095e-35 569.76375000000019 0.98296291314453421 0.88621069759564464 142.55300000000173 -0.5 -0.94705910369513524 1.0000000180025095e-35 -0.8783796973249266 -0.5 23358.803016599537 14.500000000000002 12.500000000000002 23722.029815225669 24916.482500000002 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 3 4 -2 6 15 19 14 12 23 24 18 -13 -9 17 22 -5 21 20 -8 -4 -17 -11 26 29 27 28 -12 -26 right_child=1 -3 9 5 -6 -7 7 8 -10 10 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-17.160465791612587 -3.78396157117204 24.664657372905204 7.0131569598318313 -0.79186071412943426 -0.59442026507240375 -1.8803988934383962 0.48123444955195738 -5.2858849036160613 -0.18230619076210133 -4.3041992449968527 0.9315052334681968 2.773574243476105 -0.067650335043435914 9.7631466147169714 -1.2947863587341999 0.86625169222847032 -1.5654351770092034 21.376626763048552 4.3648686963317598 -0.39335669150183095 4.4634757360787622 -0.0043666242973995394 -2.3666331571868433 -1.0101118071525708 0.16093325580863166 -5.994873005648115 4.2528007381627688 -1.076218090211478 3.6448486905121538 2.9161161117070877 leaf_weight=999 1355 664 266 2371 2881 2948 1806 904 2068 360 1441 2184 35652 691 2823 6811 800 230 590 3986 685 1393 302 1933 4141 361 1491 1473 591 273 leaf_count=999 1355 664 266 2371 2881 2948 1806 904 2068 360 1441 2184 35652 691 2823 6811 800 230 590 3986 685 1393 302 1933 4141 361 1491 1473 591 273 internal_value=-0.000144188 3.83353e-05 -0.000108683 -0.00158292 -0.00587347 -0.000876661 -0.000296673 -0.00189048 -0.00493874 0.000727479 0.0023924 0.00380199 7.12382e-05 0.00873043 -0.00730346 0.00156363 0.00276254 -0.00208381 0.00482881 0.000836807 0.00415094 0.00215793 0.00360186 -0.0053816 0.00235186 0.00041466 0.00420336 0.00196862 0.00543307 0.00158586 internal_weight=84473 83474 82810 29970 4236 25734 22786 12272 5795 52840 14939 12646 37901 2875 3727 10514 7913 2601 2249 6477 2491 1659 7113 2293 9771 4775 4996 3505 2032 4414 internal_count=84473 83474 82810 29970 4236 25734 22786 12272 5795 52840 14939 12646 37901 2875 3727 10514 7913 2601 2249 6477 2491 1659 7113 2293 9771 4775 4996 3505 2032 4414 is_linear=0 shrinkage=0.04 Tree=137 num_leaves=31 num_cat=0 split_feature=28 28 28 9 30 28 30 11 19 0 3 24 1 0 23 30 28 18 20 2 9 24 30 20 14 9 2 0 23 27 split_gain=141.678 137.874 60.8514 99.3729 46.4348 46.251 40.0973 37.2214 45.0824 27.3587 27.2591 28.5239 21.908 21.0957 20.1385 18.8664 20.5493 20.2242 17.8484 16.7542 16.4347 15.9931 15.7916 15.5984 15.5935 28.3013 19.4417 17.9742 14.6336 14.53 threshold=12620.403450404347 25917.584029383266 15184.224550823004 0.60355339059327384 227.48473101718062 13393.219174162363 202.35369738708064 -0.8783796973249266 24430.807250000002 18.500000000000004 22.500000000000004 1191.0944999999995 2.5000000000000004 18.500000000000004 537.41224999999952 561.02947301335178 22292.995584613087 23048.265500000001 17145.737000000005 1.5000000000000002 -0.78656609248549303 4757.6867500000017 175.23038192580779 18250.778500000004 -0.45273527932988084 0.98296291314453421 4.5000000000000009 4.5000000000000009 223.11949999999891 -813.20200000000193 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=18 2 3 4 5 -2 24 -4 10 22 11 -9 21 -14 -8 16 17 -15 -1 -7 -21 29 -10 -6 25 26 -5 -28 -26 -12 right_child=1 -3 7 6 23 19 14 8 9 -11 12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=-17.629672159948097 -5.1765589807423389 23.678071077989006 -0.5706079965826939 -0.38021208464404482 -4.7789295846311139 0.33381106220629592 4.4379645659012752 0.65288261941139358 2.5934225085876825 -3.9757455509735884 -0.47994825004505404 5.3975237775643476 -0.044037737024955274 -0.89577643855765932 0.23898652706542634 -7.0301038555777637 -3.4641678944030718 0.85995314617270202 -1.7072249661357637 1.4194900383090863 -1.2752038085134336 5.5106315952776646 13.05421776339208 -0.33257095017186655 0.57126974167425948 9.1058759057102723 -4.7086704854352863 -1.2452919475115778 -2.1587894325393426 0.25987575268358343 leaf_weight=853 609 664 10395 1638 1279 1000 969 2793 1083 138 4338 597 10488 2461 643 163 397 396 146 205 2252 204 336 155 2006 93 475 323 341 37033 leaf_count=853 609 664 10395 1638 1279 1000 969 2793 1083 138 4338 597 10488 2461 643 163 397 396 146 205 2252 204 336 155 2006 93 475 323 341 37033 internal_value=-0.000140873 3.83353e-05 -0.000107233 -0.00274274 -0.00669818 -0.00451549 0.000610358 0.000338878 0.000719215 0.00743738 0.000541532 0.0040236 0.000328767 -0.00104567 0.0060794 -0.00377524 -0.00311002 -0.0019251 -0.0151151 -0.00272491 -0.00450142 0.000788455 0.00909091 -0.012887 -0.0011977 -0.00337683 -0.00420361 -0.00932331 0.0011504 0.000733364 internal_weight=84473 83474 82810 11988 5500 4066 6488 70822 60427 1557 58870 3390 55480 13905 1612 3417 3254 2857 999 3457 2457 41575 1419 1434 4876 2529 2436 798 2347 41371 internal_count=84473 83474 82810 11988 5500 4066 6488 70822 60427 1557 58870 3390 55480 13905 1612 3417 3254 2857 999 3457 2457 41575 1419 1434 4876 2529 2436 798 2347 41371 is_linear=0 shrinkage=0.04 Tree=138 num_leaves=31 num_cat=0 split_feature=28 28 10 28 24 30 30 28 28 24 2 0 28 28 10 14 1 0 9 0 23 2 30 0 28 15 13 0 29 24 split_gain=137.011 125.678 48.2625 79.2891 45.8224 43.6187 35.9301 32.3426 31.22 29.6911 22.6489 34.1111 33.6996 26.9321 26.5608 49.4241 33.1146 40.1676 43.5359 27.6629 23.597 22.4792 21.4114 24.572 21.2431 20.982 20.615 20.3794 20.175 18.7271 threshold=12916.988773168969 25482.795897433145 0.91597561503675351 15184.224550823004 -351.75300000000146 382.83309963825548 136.19023188787352 16689.647774538927 12426.92047526729 4324.5750000000016 3.5000000000000004 19.500000000000004 22567.36053741425 19593.790920186028 -0.12940952255126037 0.31595530242620651 1.0000000180025095e-35 5.5000000000000009 -0.98296291314453399 14.500000000000002 -887.43799999999999 1.5000000000000002 121.6177089026784 16.500000000000004 17086.391449324881 22460.320750000003 -0.71504373327588355 17.500000000000004 15632.482884552441 2602.8145000000018 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=4 2 9 6 -1 21 -4 -7 -6 10 11 14 13 -13 15 28 17 -16 -19 29 24 -5 23 -21 -12 -11 -15 -3 -2 -17 right_child=1 27 3 5 8 7 -8 -9 -10 25 20 12 -14 26 16 19 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-12.263959660662477 -2.5870826494154606 17.670479484869428 0.67799074311631558 1.1399208553255449 -13.846652702378197 -3.9501400201432988 -3.1696599934178087 -0.58028243762673815 1.9759705147218483 1.2607031411772913 -1.0487820791566629 -1.4447093071269774 -3.0547567368544697 -1.1586125283398725 -1.1320080515257724 0.040682871034805432 1.0448096029802401 -1.778750540951878 3.8037814266425993 2.4670373777232455 -0.26103999646453302 -0.02081803095585201 6.3168659872027639 -1.6888858473046275 1.5621619299302985 11.827893963961541 0.61407726672259744 0.71609092749509728 -0.22372502106241882 2.6757598352115748 leaf_weight=1058 511 834 317 1233 226 548 1990 2077 381 748 279 1616 899 799 1919 4213 10191 487 982 820 29022 4278 987 391 921 231 2709 162 12482 1162 leaf_count=1058 511 834 317 1233 226 548 1990 2077 381 748 279 1616 899 799 1919 4213 10191 487 982 820 29022 4278 987 391 921 231 2709 162 12482 1162 internal_value=-0.000134718 9.37108e-05 -7.82281e-05 -0.00261802 -0.0114955 -0.000762045 -0.00916342 -0.00500571 -0.00273476 0.000293405 0.000197187 0.000819558 -0.00195584 -0.000702576 0.00130912 0.000402606 0.00268208 -0.000743802 0.00423417 0.00297108 -0.000630005 0.0012593 0.00675159 0.00318745 0.00486667 0.00721144 0.00126568 0.0142169 -0.00109444 0.00142512 internal_weight=84473 82808 81812 10443 1665 8136 2307 2625 607 71369 70390 40168 6023 5124 34145 20566 13579 3388 1469 7573 30222 5511 2198 1211 1200 979 3508 996 12993 5375 internal_count=84473 82808 81812 10443 1665 8136 2307 2625 607 71369 70390 40168 6023 5124 34145 20566 13579 3388 1469 7573 30222 5511 2198 1211 1200 979 3508 996 12993 5375 is_linear=0 shrinkage=0.04 Tree=139 num_leaves=31 num_cat=0 split_feature=28 28 23 28 31 23 34 2 23 9 30 33 1 27 30 28 11 0 23 0 8 20 9 13 30 0 33 14 9 3 split_gain=133.027 123.613 55.1087 96.1265 38.8801 39.2209 34.7506 34.4273 32.5207 23.0921 25.2667 22.9255 22.1329 21.5094 23.6765 28.1684 26.1204 20.941 19.8974 19.8782 19.0342 18.8327 17.0751 37.1681 27.0979 27.6578 29.8661 22.3083 19.5928 20.7937 threshold=12620.403450404347 25482.795897433145 -206.80799999999996 14309.221669791328 22473.937434895834 474.97400000000022 17774.932500000006 1.0000000180025095e-35 -398.12249999999943 -0.78656609248549303 258.5448062696351 15219.337500000001 2.5000000000000004 516.59199999999885 485.82691111126024 17627.962341629853 -0.8783796973249266 19.500000000000004 909.93975000000148 17.500000000000004 1.0000000180025095e-35 17261.622250000004 -0.60355339059327362 0.3261394409934788 110.65113420033664 19.500000000000004 14783.749000000002 -0.54219087765047058 -0.78656609248549303 301.50000000000006 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=21 2 3 8 7 -6 -5 11 -2 10 -8 -4 22 14 16 -16 20 -12 -13 -3 -11 -1 24 -24 28 26 -26 -27 29 -9 right_child=1 19 4 6 5 -7 9 12 -10 13 17 18 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_value=-16.22875110587367 -3.4337471107967579 16.963660305474622 0.70882610792526979 -3.1096981965917077 0.29018279158888616 11.271206402337484 -0.72412827618943998 -0.096345022646273717 -0.70801071440524543 -0.82610289578144147 4.3488445827618127 1.510072109855537 -0.46926036143537203 -1.1698004569657496 -11.522941943264014 -0.48323493413816326 0.25775410187285164 -6.4436951719738138 12.422905903379798 0.68744729039535746 0.61665034204750557 -0.50416144892813464 0.48380235754397294 -0.60818393053443287 0.97895357287139639 2.4638023012080521 3.6227168580955187 -1.2906008297717926 1.4525599275041896 -2.5849404593466896 leaf_weight=864 1870 834 6871 812 555 496 2027 4218 899 2868 110 621 10956 1372 182 2263 16379 479 256 162 755 135 10892 10466 2013 537 2143 1146 857 435 leaf_count=864 1870 834 6871 812 555 496 2027 4218 899 2868 110 621 10956 1372 182 2263 16379 479 256 162 755 135 10892 10466 2013 537 2143 1146 857 435 internal_value=-0.000124774 4.88775e-05 -0.000120274 -0.00148721 0.000661812 0.00827783 -0.000765589 0.000506117 -0.00858794 -0.000515226 -0.00408257 0.00296335 7.00822e-05 -0.000123431 0.000173743 -0.00354192 0.000627937 -0.0113752 0.00905359 0.0140562 -0.00244549 -0.0146346 0.000591311 -7.49134e-05 0.0018451 0.00374379 0.00549567 -0.000582294 -0.000166969 -0.00119063 internal_weight=84473 83474 82478 30016 52462 1051 27247 51411 2769 26435 2616 7748 43663 23819 22447 2445 20002 589 877 996 3623 999 32707 21358 11349 5839 4156 1683 5510 4653 internal_count=84473 83474 82478 30016 52462 1051 27247 51411 2769 26435 2616 7748 43663 23819 22447 2445 20002 589 877 996 3623 999 32707 21358 11349 5839 4156 1683 5510 4653 is_linear=0 shrinkage=0.04 Tree=140 num_leaves=31 num_cat=0 split_feature=28 28 23 28 31 23 2 30 32 28 33 3 1 20 28 30 28 9 32 2 30 24 10 25 9 13 30 0 33 14 split_gain=123.181 119.085 51.9927 88.0712 48.4983 35.4911 33.2175 31.5744 29.4112 28.246 22.4928 21.313 20.9919 20.3085 20.1034 19.8277 37.8111 26.4205 23.4124 20.3332 18.9081 18.557 17.8781 17.7244 16.3822 33.9066 25.0612 25.9179 28.6593 20.1454 threshold=12620.403450404347 25917.584029383266 -213.63500000000019 14426.416639559577 22473.937434895834 713.50449999999921 1.0000000180025095e-35 171.84667588445942 1355.6545870725988 13393.219174162363 15530.689 348.50000000000006 2.5000000000000004 16627.175250000004 16449.242336158106 382.83309963825548 17276.846697237805 -0.78656609248549303 2017.782443519284 4.5000000000000009 534.66535094519145 -586.86950000000058 0.60355339059327384 -467.41250000000031 -0.60355339059327362 0.3261394409934788 110.65113420033664 19.500000000000004 15034.064500000002 -0.54219087765047058 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=13 2 3 7 6 -6 10 9 14 21 -4 15 24 -1 -5 18 -17 -18 -10 -20 -19 -2 -9 -11 26 -26 -8 28 -28 -29 right_child=1 -3 4 8 5 -7 12 22 11 23 -12 -13 -14 -15 -16 16 17 20 19 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31 leaf_value=-16.318258848725598 -3.8771281941097553 21.451598268255619 0.72361484698951251 -3.3410824417802361 1.4173177624847448 11.784666337033851 -0.044936205427729872 5.7823987041690268 0.71195179206530157 0.60836111592572706 4.4785855105204977 -1.5178937554528238 -0.45524559494660938 -1.812052018466966 0.3289725890533009 -2.7036683162369446 -6.5804830658566793 0.1343740346346749 0.08575292518857168 -0.78497428844559181 -1.3091198169747076 2.1002134551455676 -4.9026641971492788 -1.3297040960650339 0.46180453759385276 -0.5846108483235003 1.1459624372868711 2.4001168427001538 3.8278201019862172 -1.216220004004863 leaf_weight=813 713 664 7157 606 819 442 5550 65 4579 597 706 1053 11023 186 224 976 185 4097 11357 2596 1062 81 910 669 10945 10521 2322 548 1850 1157 leaf_count=813 713 664 7157 606 819 442 5550 65 4579 597 706 1053 11023 186 224 976 185 4097 11357 2596 1062 81 910 669 10945 10521 2322 548 1850 1157 internal_value=-0.000111515 5.55862e-05 -7.97005e-05 -0.00141753 0.000671192 0.00842189 0.000482435 -0.00787479 -0.000684496 -0.00506796 0.00287676 -0.000447018 5.3739e-05 -0.0140741 -0.00809639 -0.000210848 -0.00214557 -0.000823353 0.000448953 -0.000365513 -0.000290754 -0.0109824 -0.0138051 -0.00135861 0.000559998 -9.13072e-05 0.0017835 0.00360388 0.00530201 -0.00055132 internal_weight=84473 83474 82810 29770 53040 1261 51779 3035 26735 2060 7863 25905 43916 999 830 24852 6320 5344 18532 13953 5159 794 975 1266 32893 21466 11427 5877 4172 1705 internal_count=84473 83474 82810 29770 53040 1261 51779 3035 26735 2060 7863 25905 43916 999 830 24852 6320 5344 18532 13953 5159 794 975 1266 32893 21466 11427 5877 4172 1705 is_linear=0 shrinkage=0.04 Tree=141 num_leaves=31 num_cat=0 split_feature=28 28 34 10 25 31 35 24 31 23 24 9 28 31 30 0 30 34 33 10 27 28 27 2 9 15 9 0 0 30 split_gain=120.389 112.079 54.6387 74.8785 38.8022 50.3587 33.7124 32.5498 28.8102 59.9522 25.4696 28.8801 23.2654 22.4422 21.8907 21.7727 37.4849 21.7502 20.3588 19.1944 18.527 18.0211 17.5511 14.1253 23.189 37.373 19.2175 18.1955 32.9929 31.8877 threshold=12426.92047526729 25917.584029383266 18043.954000000002 0.60355339059327384 -1549.0659999999978 18453.157812500005 17857.860247395834 -1909.9254999999991 22325.084593750005 594.58750000000157 1132.8459999999998 0.91597561503675362 13393.219174162363 17528.940195312502 236.99294085646883 21.500000000000004 116.69458341576747 16625.841500000006 14707.727500000003 0.60355339059327384 218.82624999999919 18171.346405342334 694.55449999999939 4.5000000000000009 -0.91597561503675329 19920.009000000002 -0.5 19.500000000000004 20.500000000000004 282.20627341816379 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 3 10 14 7 -5 13 23 15 11 -2 -9 -6 19 16 -10 -8 -16 -4 -18 -20 -14 27 25 -25 -26 -7 29 -29 right_child=1 -3 4 6 5 8 17 12 9 -11 -12 -13 22 -15 18 -17 20 -19 21 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=-19.409153424241961 -0.12448750693143666 20.593534337525345 0.16912270772554622 -3.9229514225670572 -2.9957113390978338 0.28251929330221176 -5.3000395021608346 -3.5089894318841837 1.6285957422192587 10.191691087931686 -2.1589420681291087 5.7230636003920514 -0.21216883665460046 -0.74078362690237554 0.98324569924076066 2.6466162726579934 -3.4831085072759742 0.35593321492102403 0.53697947630222187 1.4428615876301774 0.11308834180556004 5.6412919326219706 -2.2020473542741095 3.9325431394020418 1.2455330920695269 -4.0377363081782827 -0.4196359751822456 -1.0263235170202096 0.053913009110838177 -6.6673463030431597 leaf_weight=666 2408 664 8098 1916 779 28312 162 577 958 548 763 599 15520 1614 2700 279 508 625 327 780 422 687 1437 86 874 461 5012 1269 5033 389 leaf_count=666 2408 664 8098 1916 779 28312 162 577 958 548 763 599 15520 1614 2700 279 508 625 327 780 422 687 1437 86 874 461 5012 1269 5033 389 internal_value=-0.000117671 1.69437e-05 -0.00011378 -0.00364282 0.000184166 -0.000214738 -0.00872364 -0.00188388 0.000538606 0.00453039 0 0.00165614 -0.00128664 -0.00625992 0.0022141 0.0015413 0 -0.00175349 0.00479268 0.00113539 -0.00572043 0.00962525 -0.00101787 0.000277054 -0.00144567 -0.00932358 -0.000713558 0.000593663 -0.00128232 -0.00617612 internal_weight=84473 83807 83143 6473 76670 64078 2703 19927 44151 2715 3770 3007 17534 2393 12592 2167 1888 787 3714 8878 930 1014 16957 41436 6433 547 5886 35003 6691 1658 internal_count=84473 83807 83143 6473 76670 64078 2703 19927 44151 2715 3770 3007 17534 2393 12592 2167 1888 787 3714 8878 930 1014 16957 41436 6433 547 5886 35003 6691 1658 is_linear=0 shrinkage=0.04 Tree=142 num_leaves=31 num_cat=0 split_feature=28 28 34 10 25 2 22 19 35 23 24 9 30 0 29 31 19 34 33 30 28 27 1 24 27 30 0 18 10 0 split_gain=116.099 103.882 51.4664 72.289 35.2642 46.6018 42.574 34.3771 32.6381 27.222 24.7394 26.5722 21.6504 21.5348 20.7877 35.5035 39.9042 20.2998 20.1314 18.8244 17.8162 17.8108 30.6605 36.2274 19.4642 30.6832 18.7393 17.5167 17.1296 16.8224 threshold=12426.92047526729 25482.795897433145 18043.954000000002 0.60355339059327384 -1549.0659999999978 4.5000000000000009 14298.848500000002 24206.369000000002 17857.860247395834 773.96650000000056 1132.8459999999998 0.91597561503675362 236.99294085646883 17.500000000000004 24136.511025207918 22325.084593750005 19857.128000000004 16625.841500000006 14707.727500000003 83.90661036950543 18171.346405342334 569.76375000000019 1.0000000180025095e-35 87.508000000001644 -31.287500000002179 42.674423497922525 2.5000000000000004 17415.910000000003 0.60355339059327384 18.500000000000004 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 3 10 12 7 -7 14 -5 29 11 -2 28 -3 15 21 -17 -10 -14 -16 -20 24 23 -23 -6 26 -26 -8 -4 -9 right_child=1 13 4 8 5 6 27 9 17 -11 -12 -13 18 -15 19 16 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-18.632787287272293 -0.11950800665417774 14.848503901524381 0.1406697179407638 -3.7660333656644069 -0.14957762971927877 -2.2829738621763682 0.075091435372669366 1.9368049668679306 -5.0880379220743999 8.9094594446067639 -2.0725843854038977 5.4941410563763933 0.94391587127112875 -0.05735216716449941 0.95542113274554141 0.11540205617769971 4.9921001359273216 0.34169588632415981 0.51550029725010971 -2.9638906877674165 5.4105229080944994 -0.95682206122175562 -1.3526493947608105 3.5812757232147852 1.4990068593712205 0.49643003167449934 -0.49821243578895519 -0.72935654790067928 1.3851471241249964 -3.5912042084618587 leaf_weight=666 2408 834 8036 1916 20108 1735 5372 1327 162 338 763 599 2700 162 217 655 513 625 327 553 686 678 4063 958 200 17328 2896 6716 780 152 leaf_count=666 2408 834 8036 1916 20108 1735 5372 1327 162 338 763 599 2700 162 217 655 513 625 327 553 686 678 4063 958 200 17328 2896 6716 780 152 internal_value=-0.000121932 1.02617e-05 -0.000144184 -0.00356867 0.000146192 -0.000234763 -0.00229039 0.000333693 -0.00856086 0.00573473 1.06101e-05 0.00164283 0.00208636 0.0128514 0.000129959 0.00023587 0.00712329 -0.00170267 0.00464853 -0.00638961 0.00945706 6.18633e-05 -0.00203194 0.00259169 0.000356262 0.00122601 -0.00244186 -0.00144937 0.00100726 0.00339419 internal_weight=84473 83807 82811 6473 76338 63809 13823 49986 2703 1817 3770 3007 12529 996 48169 47399 1168 787 3713 770 1013 46231 5699 1636 40532 20424 3096 12088 8816 1479 internal_count=84473 83807 82811 6473 76338 63809 13823 49986 2703 1817 3770 3007 12529 996 48169 47399 1168 787 3713 770 1013 46231 5699 1636 40532 20424 3096 12088 8816 1479 is_linear=0 shrinkage=0.04 Tree=143 num_leaves=31 num_cat=0 split_feature=28 28 24 2 32 0 19 28 28 28 30 6 10 1 9 0 14 28 22 20 0 18 30 28 27 28 14 30 1 0 split_gain=111.834 97.3419 60.3892 39.5556 46.9994 44.5449 35.5518 35.2573 33.7566 33.5142 30.1252 24.0631 24.8531 52.5934 37.0242 32.4899 31.7987 23.9303 23.8068 28.6088 24.7705 21.6416 21.1708 21.1515 20.3943 34.1318 20.5904 20.0737 21.27 19.7344 threshold=13044.508713858109 25917.584029383266 -456.32250000000016 3.5000000000000004 1355.6545870725988 19.500000000000004 23748.856250000004 17124.610530359405 22567.36053741425 12152.10306833303 190.37636123342165 1.0000000180025095e-35 -0.12940952255126037 1.0000000180025095e-35 0.98296291314453421 18.500000000000004 0.31595530242620651 16449.242336158106 14937.91725 16750.486000000004 20.500000000000004 24565.348750000001 144.67794003813268 16689.647774538927 569.76375000000019 17887.884427338144 0.6174544326165855 253.19305877407245 1.0000000180025095e-35 18.500000000000004 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=2 3 -1 5 17 6 11 -7 21 -4 -8 12 16 14 15 -14 -2 -5 19 -6 29 27 -11 -22 26 -26 -15 28 -9 -20 right_child=1 -3 9 4 18 7 10 8 -10 22 -12 -13 13 24 -16 -17 -18 -19 20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-9.1515947528293697 -0.27662951668164171 19.277956960786323 -28.559608157988624 -3.3599868842054277 -1.5676137335122986 -3.5704815087626414 1.3628444035317808 4.933860031077784 -2.8328399961585822 -1.7157404262497584 8.0024680788390103 -1.8099068016294768 -1.0791021878800893 1.1990940260753269 6.727790275729931 2.514318337901932 1.0022551252837002 -0.22710569416234649 -0.089520673596707637 -0.047110810830417904 -0.93439928139043338 2.064331609130313 6.4188957584487802 0.92901513554039417 -1.486030020416256 2.1393872083493624 0.23997066188370808 -0.38100417141795334 0.062576172778208275 -1.2861317716602936 leaf_weight=1090 13090 664 149 958 2558 662 1883 431 915 491 555 887 3244 7725 482 421 6106 444 22180 2364 528 253 268 2701 1022 1004 2727 4846 945 2880 leaf_count=1090 13090 664 149 958 2558 662 1883 431 915 491 555 887 3244 7725 482 421 6106 444 22180 2364 528 253 268 2701 1022 1004 2727 4846 945 2880 internal_value=-0.000118618 0.000107911 -0.00946947 -1.58903e-05 -0.00104296 0.000737319 0.00129464 -0.00197218 -0.00117997 -0.00185022 0.00597211 0.000983982 0.00114514 0.00227729 -0.00162527 -0.00299591 0.000164618 -0.00821683 -0.000740116 -0.0033076 -0.0002934 -0.000163707 0.00155468 0.00300403 0.00357429 -9.87167e-05 0.00428626 -0.000630023 0.00363372 -0.000718276 internal_weight=84473 82475 1998 81811 34613 47198 39146 8052 7390 908 2438 36708 35821 16625 4147 3665 19196 1402 33211 4922 28289 6475 759 3229 12478 2026 10452 6222 1376 25060 internal_count=84473 82475 1998 81811 34613 47198 39146 8052 7390 908 2438 36708 35821 16625 4147 3665 19196 1402 33211 4922 28289 6475 759 3229 12478 2026 10452 6222 1376 25060 is_linear=0 shrinkage=0.04 Tree=144 num_leaves=31 num_cat=0 split_feature=28 34 24 28 30 2 35 23 24 1 23 3 10 3 2 31 20 21 30 6 9 28 28 34 15 28 28 10 10 28 split_gain=109.472 85.424 46.5492 67.8743 42.8934 30.3921 28.1665 67.3147 29.3455 39.1188 42.2983 26.794 24.8977 24.3976 22.955 23.4604 21.2203 19.6336 22.7261 19.128 18.936 18.2492 17.3604 36.2073 16.924 16.644 16.0726 18.3693 21.8758 15.9923 threshold=12620.403450404347 26478.150000000005 -518.43124999999952 14426.416639559577 54.386368658709081 3.5000000000000004 20630.426917410718 713.50449999999921 1009.3489999999994 1.0000000180025095e-35 752.32599999999923 150.50000000000003 0.1294095225512602 20.500000000000004 3.5000000000000004 14541.990317708334 16376.997000000001 17996.947500000006 348.04149266744224 1.0000000180025095e-35 -0.60355339059327362 13044.508713858109 17276.846697237805 23518.905000000002 12888.561000000003 16815.766769791775 17887.884427338144 -0.70710678118654757 -0.12940952255126037 12152.10306833303 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=16 2 3 4 21 6 8 -8 19 10 -10 17 -3 -11 15 -6 -1 18 22 -4 -14 -2 23 -5 -7 -20 -15 -28 -29 -18 right_child=1 12 5 11 14 24 7 -9 9 13 -12 -13 20 26 -16 -17 29 -19 25 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-14.203801003283152 -2.4518236990487638 22.280307555151232 0.61894756642199356 0.59938564907861291 -4.6285526839937665 4.2359060646822035 0.41083285235035877 6.4134810696233764 -1.8382339890408912 3.5193654015047651 2.909926874600933 -0.50022084941156209 -3.1941814778314437 -2.5936028723546771 -3.7753613962372037 -0.40137111591109714 -20.225297756455401 -0.30296046927353021 -2.129449642806867 -1.8778867242686101 3.2108266727422596 0.89360700900702794 1.3913486581128383 -1.0457160206076515 -0.20839562229688455 0.020098049124935641 3.5553000869205427 -1.4480127040886874 0.69221043030906004 1.985256452578833 leaf_weight=795 105 643 20949 3604 276 279 2470 908 567 245 1415 10545 132 808 1431 889 59 4537 440 666 352 486 1413 611 23777 1105 200 3556 1065 145 leaf_count=795 105 643 20949 3604 276 279 2470 908 567 245 1415 10545 132 808 1431 889 59 4537 440 666 352 486 1413 611 23777 1105 200 3556 1065 145 internal_value=-0.000110568 4.69607e-05 -0.000102736 -0.00152504 -0.00698463 0.000533169 0.00132424 0.0047839 0.000927692 -0.00116599 0.00369324 -0.000743204 0.0109849 -0.00280558 -0.00919877 -0.00503004 -0.0132733 0.000573868 0.00187648 0.00168864 0.00413223 0.00274112 0.00305615 0.00176987 -0.000547057 -0.00242071 -0.0033434 -0.00246837 -0.00298204 -0.00176471 internal_weight=84473 83474 82347 25442 3187 56905 32849 3378 29471 7856 1982 22255 1127 5874 2596 1165 999 11710 7173 21615 484 591 5628 4215 24056 1545 5629 4821 4621 204 internal_count=84473 83474 82347 25442 3187 56905 32849 3378 29471 7856 1982 22255 1127 5874 2596 1165 999 11710 7173 21615 484 591 5628 4215 24056 1545 5629 4821 4621 204 is_linear=0 shrinkage=0.04 Tree=145 num_leaves=31 num_cat=0 split_feature=28 28 23 34 31 23 2 25 34 3 30 28 20 33 32 34 23 1 0 13 24 13 30 0 29 30 15 18 14 27 split_gain=104.906 80.9533 43.9071 66.7136 52.9997 33.6804 27.7782 24.3211 41.1045 21.2833 20.9434 33.7276 20.1993 20.0753 19.6997 18.5997 21.5593 22.3993 18.6285 34.7159 32.4586 37.3843 26.6473 17.7486 16.8513 16.8419 29.7393 28.0656 16.8403 18.9733 threshold=12620.403450404347 26438.914937029655 -168.84750000000074 17890.809500000003 22473.937434895834 934.25625000000048 1.0000000180025095e-35 -1285.0649999999994 19479.847500000003 348.50000000000006 171.84667588445942 13044.508713858109 16376.997000000001 15507.987500000001 1911.4547275940677 21164.311000000005 537.41224999999952 1.0000000180025095e-35 14.500000000000002 0.7090011537757156 392.26349999999917 0.67167992559793654 90.286910347151689 3.5000000000000004 18868.811963730488 69.069119110978434 23828.941250000003 24916.482500000002 -0.91595872546125101 -254.50775000000064 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=12 2 3 10 6 24 13 14 -9 25 11 -2 -1 -4 -5 16 -8 -18 19 -17 22 -22 -20 -21 -6 -10 27 -27 -24 -30 right_child=1 -3 4 7 5 -7 15 8 9 -11 -12 -13 -14 -15 -16 18 17 -19 20 23 21 -23 28 -25 -26 26 -28 -29 29 -31 leaf_value=-13.635648963151835 -4.6463548292393169 32.956686289825882 0.67785477411252948 1.2204540570086828 -1.9486298976450054 13.307655783690644 -0.013605085779199727 -1.8769424128747414 0.33998610016024033 -1.5515070694983297 -3.6797055889282637 0.31964107235013217 -0.70200501376195468 4.0625556372918075 -0.18036546183095198 0.41805213058352819 0.46121392941466183 -1.63233541129659 0.2514972287246201 1.2737016901824973 -1.4053350696227427 1.1929394029766991 -1.7596841743921687 -0.86418916979520877 3.5637638393639648 -0.18493385834430229 -2.6817219223146824 2.6287248519003334 -0.91832449010951678 3.5590463976198228 leaf_weight=795 248 332 6862 1793 163 384 12844 1660 3743 1035 1295 622 204 701 1628 10964 1170 3424 1785 280 1700 1762 164 5710 871 18987 822 257 198 2070 leaf_count=795 248 332 6862 1793 163 384 12844 1660 3743 1035 1295 622 204 701 1628 10964 1170 3424 1785 280 1700 1762 164 5710 871 18987 822 257 198 2070 internal_value=-0.000107727 4.64815e-05 -3.2234e-05 -0.00119165 0.000696545 0.00832158 0.000478704 -0.000701086 -0.00111078 -0.00070359 -0.00797229 -0.00317241 -0.012993 0.00271056 0.00247296 7.74881e-05 -0.000922124 -0.00327384 0.000785126 4.48272e-05 0.00241959 -0.000450607 0.00477591 -0.00240401 0.0045648 -0.00045949 -0.000918967 -0.000600707 0.0075 0.00839506 internal_weight=84473 83474 83142 32090 51052 1418 49634 29925 26504 24844 2165 870 999 7563 3421 42071 17438 4594 24633 16954 7679 3462 4217 5990 1034 23809 20066 19244 2432 2268 internal_count=84473 83474 83142 32090 51052 1418 49634 29925 26504 24844 2165 870 999 7563 3421 42071 17438 4594 24633 16954 7679 3462 4217 5990 1034 23809 20066 19244 2432 2268 is_linear=0 shrinkage=0.04 Tree=146 num_leaves=31 num_cat=0 split_feature=28 28 24 28 31 23 3 32 2 24 34 24 1 30 6 21 24 28 30 14 25 2 27 13 30 21 28 27 9 30 split_gain=103.172 81.2498 45.3874 81.4239 44.6417 38.4457 34.9244 26.5336 24.8736 22.2504 21.1862 20.8683 19.8826 19.6768 19.0402 17.4808 17.1358 16.146 22.5089 18.608 15.7133 15.7547 15.1243 27.2371 22.8591 19.277 18.3474 14.4951 14.4068 14.2878 threshold=12426.92047526729 26438.914937029655 -518.43124999999952 13393.219174162363 22473.937434895834 610.06799999999942 150.50000000000003 1421.0245386796419 2.5000000000000004 -1130.834999999998 16973.670000000002 4757.6867500000017 1.0000000180025095e-35 116.69458341576747 1.0000000180025095e-35 17996.947500000006 -2797.5242499999999 17849.101794540828 359.26101851666823 0.57605713708605399 -1587.3087500000017 5.5000000000000009 -31.287500000002179 0.68432406471780916 49.154644533130671 21445.308750000007 14622.35758875419 275.91999999999831 -0.91597561503675329 184.28541776231103 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 3 9 8 13 10 29 11 -2 -5 14 16 -6 22 17 -12 18 19 -14 -9 -22 23 -4 -24 26 -26 -15 -25 -8 right_child=1 -3 4 6 5 -7 7 20 -10 -11 12 -13 15 27 -16 -17 -18 -19 -20 -21 21 -23 24 28 25 -27 -28 -29 -30 -31 leaf_value=-16.344603129908645 -5.3490294480573723 31.638418838232901 0.57619817503742521 -5.5962981320228939 3.1965303812394268 10.520393133145554 0.72840175869863744 0.63868257246824212 -0.11641838782801642 -1.775890137327151 -1.4337730633014871 5.0423010135136428 0.82645363646744952 -4.5402359613707812 -1.9832801576629573 -0.12969875236507505 -0.19762107751615987 1.5726280017363024 -1.1009818436997376 -0.18942971818658408 -0.46833417179852405 -1.9769425343420881 -0.24057040581839828 1.0892003257347096 2.6066215380667201 2.3152447338167259 0.44100160485875678 1.8575071301653225 -1.198838600845338 -3.237092481708205 leaf_weight=666 634 332 7111 138 665 525 78 985 31655 595 451 293 2930 206 619 3443 2726 1056 590 1299 9856 630 1892 481 794 3152 7048 179 2880 564 leaf_count=666 634 332 7111 138 665 525 78 985 31655 595 451 293 2930 206 619 3443 2726 1056 590 1299 9856 630 1892 481 794 3152 7048 179 2880 564 internal_value=-0.000114356 1.02617e-05 -6.82839e-05 -0.00145602 0.000558609 0.0072 -0.000956922 -0.00249154 0.000371569 -0.0115053 0.000514525 0.00133498 0.000686675 0.00278095 0.00120532 0.00161837 -0.00204596 0.00294468 0.00196306 0.00298416 -0.00204864 -0.00250238 0.00138882 0.00025974 0.00230638 0.00300528 0.00194338 -0.00441558 -0.00270753 -0.010405 internal_weight=84473 83807 83475 25975 57500 1575 24746 12113 55925 1229 12633 24270 12495 1050 23977 9318 3177 5875 4819 4229 11471 10486 23358 10472 12886 10994 7842 385 3361 642 internal_count=84473 83807 83475 25975 57500 1575 24746 12113 55925 1229 12633 24270 12495 1050 23977 9318 3177 5875 4819 4229 11471 10486 23358 10472 12886 10994 7842 385 3361 642 is_linear=0 shrinkage=0.04 Tree=147 num_leaves=31 num_cat=0 split_feature=28 28 28 9 30 28 30 33 23 0 30 1 0 23 15 24 30 10 0 9 30 0 28 9 36 18 28 28 0 10 split_gain=97.0013 81.2459 44.0047 59.8464 51.4252 61.2092 32.5269 31.4143 41.8534 25.1189 24.8521 22.9935 20.3123 20.213 19.9259 18.8875 18.1461 17.6601 69.3446 28.3037 24.8857 21.3645 18.274 17.3206 16.3981 16.3632 26.22 15.4503 25.7665 19.4009 threshold=12426.92047526729 26438.914937029655 15803.620355005065 0.60355339059327384 298.02129676399846 13393.219174162363 250.60493373101357 18152.130000000005 454.48349999999942 21.500000000000004 117.85704765114799 2.5000000000000004 18.500000000000004 464.04950000000105 22851.246500000005 4757.6867500000017 561.02947301335178 -0.9159756150367534 12.500000000000002 0.60355339059327384 42.674423497922525 8.5000000000000018 23291.588217059209 0.37940952255126054 2775.031227409213 13471.316000000001 12916.988773168969 22943.160399336277 17.500000000000004 -0.60355339059327384 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 3 4 5 -2 13 11 9 10 -9 15 17 25 16 27 -14 18 -13 23 -20 22 -21 -19 -7 -5 -27 -4 29 -29 right_child=1 -3 7 6 -6 24 -8 8 -10 -11 -12 12 14 -15 -16 -17 -18 19 20 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-15.690819004712321 -4.553314067586034 30.372882084703598 0.10381643237829849 2.0699847775576927 -3.6265518207279093 -0.096308279907498226 2.07375553002159 3.0706850177127492 16.331052612279308 3.5932673387321121 -1.8211980431932897 0.56825082706105601 -0.51156799398624575 -2.8214477720124704 -3.27427829801396 5.0573648113898528 -6.5098172794742277 0.37326881607448742 0.44865862165861475 -0.44507741857640215 -6.4598846703754678 -3.3098116524854415 5.3185432372293144 2.0512537137669278 -0.9228682711791043 -4.2990604749046177 -0.018871748954989016 0.82611122475507726 -0.48061168039086627 3.5439156132115022 leaf_weight=666 749 332 42468 645 1301 4804 1777 530 363 159 519 1576 3445 523 371 247 164 4810 122 2987 667 774 126 1033 1968 341 5541 2780 1545 1140 leaf_count=666 749 332 42468 645 1301 4804 1777 530 363 159 519 1576 3445 523 371 247 164 4810 122 2987 667 774 126 1033 1968 341 5541 2780 1545 1140 internal_value=-0.000110094 1.0739e-05 -6.78047e-05 -0.00184146 -0.00417139 -0.00290121 0.000487142 0.000407742 0.00599618 0.00241722 0.000171592 0.000271107 -0.00103888 -0.000731915 -0.00351759 0.000708178 -0.00261014 -0.000223233 -0.00332347 0.000530319 -0.0130038 -0.00211474 -0.000636042 0.00228992 -0.00170112 -0.000125632 -0.000788847 0.000651326 0.00265325 0.00437755 internal_weight=84473 83807 83475 17649 8822 7521 8827 65826 1571 1208 1049 64255 16075 7050 3980 48180 3609 12095 2365 9730 789 3887 3113 5843 6772 6527 5882 47933 5465 3920 internal_count=84473 83807 83475 17649 8822 7521 8827 65826 1571 1208 1049 64255 16075 7050 3980 48180 3609 12095 2365 9730 789 3887 3113 5843 6772 6527 5882 47933 5465 3920 is_linear=0 shrinkage=0.04 Tree=148 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 28 33 23 14 0 0 1 30 0 2 24 24 31 15 10 0 30 9 0 28 23 30 28 11 19 split_gain=93.1484 81.3048 41.6524 76.0387 42.7169 35.9042 32.0338 41.4786 26.2231 25.6154 24.9402 23.5761 21.9049 21.7223 21.3651 20.5761 18.7154 18.1983 17.894 17.0577 68.7263 25.1681 23.748 21.2655 18.0649 20.3766 21.3626 25.3936 15.8376 19.5216 threshold=12426.92047526729 26438.914937029655 15184.224550823004 0.91597561503675362 -927.98375000000112 12916.988773168969 18152.130000000005 511.4650000000002 -0.62587551141915865 20.500000000000004 21.500000000000004 2.5000000000000004 117.85704765114799 18.500000000000004 1.0000000180025095e-35 -432.31849999999935 4757.6867500000017 14692.766341145836 22851.246500000005 -0.9159756150367534 12.500000000000002 38.02301402264721 0.60355339059327384 8.5000000000000018 23291.588217059209 49.247499999999498 396.59994962553634 18912.854158012531 -0.8783796973249266 23254.81625 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 3 4 -2 15 11 10 -5 14 12 16 -8 19 17 -6 28 -7 -15 20 -13 -22 -21 24 25 -24 -27 -28 -4 -30 right_child=1 -3 6 8 5 9 7 -9 -10 -11 -12 13 -14 18 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-15.063186244523822 -2.8557950893978341 29.157966801315489 -0.32536929184199836 4.1063979456899684 -5.8962953442448267 -1.0289261080345022 2.9459655090520394 15.964346487659496 0.20964924944786617 -5.8347680092755034 3.4495366451828158 0.52281006709119537 -1.6694715527533845 -0.68857624954449426 -0.64361805518470649 0.13950720887991339 4.8550702189342703 1.1824908447726921 -3.1433071660934364 0.52900365659734239 0.47126539709752252 -6.0037587479258949 1.3811880248190573 -3.192008532640175 5.1058015077401073 -1.7475589863250207 -1.1179736643899378 2.7358249403572699 0.14427070268517128 1.2407905409217346 leaf_weight=666 1298 332 7722 1113 486 415 535 351 1484 221 159 1631 526 3754 6031 162 247 1111 371 6461 108 709 478 803 126 1645 758 554 40647 3569 leaf_count=666 1298 332 7722 1113 486 415 535 351 1484 221 159 1631 526 3754 6031 162 247 1111 371 6461 108 709 478 803 126 1645 758 554 40647 3569 internal_value=-0.00011483 3.57965e-06 -7.49925e-05 -0.00222222 -0.00384615 -0.0028056 0.000296821 0.00594526 0.0038583 -0.00205194 0.00245902 0.000169294 0.000245052 -0.00110587 -0.00165939 -0.0118519 0.000594424 0.00256881 -0.00364121 -0.000317939 -0.00333333 -0.0128029 0.000363972 -0.00191567 -0.000589722 -0.00113537 -0.00237403 0.00143293 0.000542185 0.000834087 internal_weight=84473 83807 83475 12321 9724 8426 71154 1571 2597 7778 1220 69583 1061 17398 7557 648 52185 1526 4125 13273 2448 817 10825 4364 3561 3435 2957 1312 51938 44216 internal_count=84473 83807 83475 12321 9724 8426 71154 1571 2597 7778 1220 69583 1061 17398 7557 648 52185 1526 4125 13273 2448 817 10825 4364 3561 3435 2957 1312 51938 44216 is_linear=0 shrinkage=0.04 Tree=149 num_leaves=31 num_cat=0 split_feature=28 28 33 10 28 30 29 24 28 31 9 28 28 2 12 30 9 9 28 0 30 0 1 36 30 27 27 13 16 1 split_gain=88.8764 81.2066 39.4538 44.0149 52.7731 33.9465 47.4894 28.5409 26.3607 22.1883 21.8905 29.1175 20.6697 23.1077 19.9179 17.1385 17.6827 39.6756 49.2782 27.4709 57.9361 39.5472 58.5703 33.2739 23.1941 22.7212 19.2027 24.9199 18.8829 23.1142 threshold=12426.92047526729 26438.914937029655 14707.727500000003 0.78656609248549303 13393.219174162363 255.8352215986778 16175.647008586044 4182.7237500000001 22943.160399336277 23380.531471354174 -0.70710678118654735 19593.790920186028 15333.315708035167 4.5000000000000009 1.0000000180025095e-35 834.2204576692501 -0.5 1.0000000180025095e-35 24075.570481158906 18.500000000000004 121.6177089026784 20.500000000000004 1.0000000180025095e-35 2731.5711091295366 479.12341686379733 -246.56500000000048 -725.25825000000066 0.69056404122701587 21408.982500000002 1.0000000180025095e-35 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 3 14 -5 12 -7 9 -9 15 -11 -12 13 -6 -2 16 19 28 26 20 -4 22 -21 -24 -23 -22 27 -19 29 -18 right_child=1 -3 7 4 5 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 17 18 -20 21 25 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-14.46065879474285 -0.56713365264884485 27.991648129262902 0.10713260804739548 -4.4747392421069891 0.19362640259023464 -3.8037700284654421 -0.62689067230945517 0.78270134104357569 10.314879800604759 -0.95675260233598236 -0.56655594095049311 6.3021020784541903 1.0331786690080116 -1.4855477361706289 0.16365541777915496 4.052667996683522 -1.39844515787594 0.24162541864112427 3.0477852458316921 1.5222360835561994 0.24640122012613574 1.0101254340493324 0.084037734271114467 -2.9301027380170126 -0.15894386978965486 4.50266185440094 0.16517865440146126 -2.9887988481621144 -1.4320683449704665 0.031092750141106081 leaf_weight=666 12028 332 4767 716 1757 1059 3133 556 294 264 223 533 874 747 18094 562 1172 1260 986 939 568 2124 894 1924 1629 2169 16824 1115 2477 3787 leaf_count=666 12028 332 4767 716 1757 1059 3133 556 294 264 223 533 874 747 18094 562 1172 1260 986 939 568 2124 894 1924 1629 2169 16824 1115 2477 3787 internal_value=-0.00010015 1.55118e-05 -6.30129e-05 -0.001005 -0.00358677 -0.00260502 -0.00500954 0.000739787 0.008 0.000600222 0.00643137 0.00989418 0.000378922 -0.00146965 -0.000294801 0.000462532 0.000371057 -0.000229535 0.000690612 0.00147596 0.00318763 -0.000234354 -0.00313548 -0.00601845 0.00266986 0.00782609 0.000242721 -0.00312421 -0.00272727 -0.00130268 internal_weight=84473 83807 83475 38408 8286 7570 4192 45067 850 44217 1020 756 3378 2504 30122 43197 42635 27621 20185 15014 7504 7510 3757 2818 3753 2737 19199 2375 7436 4959 internal_count=84473 83807 83475 38408 8286 7570 4192 45067 850 44217 1020 756 3378 2504 30122 43197 42635 27621 20185 15014 7504 7510 3757 2818 3753 2737 19199 2375 7436 4959 is_linear=0 shrinkage=0.04 Tree=150 num_leaves=31 num_cat=0 split_feature=28 28 2 20 19 22 3 24 0 0 28 15 31 23 10 14 1 9 0 30 27 15 28 0 16 23 15 9 14 34 split_gain=83.9116 80.1795 36.9534 69.8364 41.4023 29.906 26.8111 25.0461 23.9272 21.48 36.8049 33.9507 29.4445 23.5796 23.0365 53.4243 37.881 33.4032 34.9296 28.109 25.3333 30.1463 30.0851 23.8983 23.8883 23.6702 20.735 31.8255 19.992 18.8398 threshold=12426.92047526729 26438.914937029655 4.5000000000000009 16459.963750000003 24565.770000000004 14356.460750000002 354.50000000000006 -2168.3829999999984 16.500000000000004 19.500000000000004 16815.766769791775 23828.941250000003 23380.531471354174 -1268.6815000000004 -0.12940952255126037 0.53312596302726967 1.0000000180025095e-35 0.98296291314453421 18.500000000000004 611.6675602009542 536.75199999999961 22595.902000000006 17887.884427338144 4.5000000000000009 16013.677500000003 159.2160000000022 19920.009000000002 -0.91597561503675329 0.70747208174348741 16838.069000000007 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 4 5 6 -4 9 -5 -6 13 -11 12 -12 -2 15 24 17 18 -16 -19 21 23 -22 25 -15 29 -9 -28 -21 -18 right_child=1 -3 3 7 8 -7 -8 26 -10 10 11 -13 -14 14 16 -17 20 19 -20 28 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-13.8822324429531 -1.1643893297255272 26.871982204092348 -2.9512250311053139 -1.3595031580051 4.4159692951750182 -0.73288997808620482 -1.7635138093971181 0.080617703532516322 -0.56954355707159265 -4.0031397963331985 -0.10420256670302479 -5.0456678290704442 3.6607239225182275 -2.0312262574669875 -0.92628825238411083 1.3707976118013177 -1.0385428245059303 30.400819552535943 1.9981502139409713 -1.7371756688368623 -1.3247401837969666 -0.5215344041434582 1.550048394210753 2.4952161433163567 -0.1490484380442649 -1.14228865624209 -3.2598121456084481 -0.21666137535896268 7.5210177935093814 0.7216223747063486 leaf_weight=666 1265 332 1946 607 1178 2134 1400 16892 419 506 8761 400 118 1450 3761 6454 380 232 579 282 1461 1077 1349 3952 17457 600 627 1439 93 6656 leaf_count=666 1265 332 1946 607 1178 2134 1400 16892 419 506 8761 400 118 1450 3761 6454 380 232 579 282 1461 1077 1349 3952 17457 600 627 1439 93 6656 internal_value=-9.21004e-05 2.02847e-05 -5.77418e-05 -0.00139649 0.000471335 -0.00615686 0.000297082 -0.000403782 0.0068253 0.000431791 -0.00127338 -0.000700507 -0.000186958 0.000786431 0.000935282 0.000130121 0.00193517 -0.00111178 -0.00234101 0.0076771 0.00290921 0.00367154 -0.00052669 0.00426648 -0.000942508 0.00295966 -0.000147695 -0.0039303 0.000906667 0.00361001 internal_weight=84473 83807 83475 23645 59830 4080 58233 19565 1597 56833 9785 9279 8879 47048 45783 25361 20422 4947 4340 607 15475 12665 2810 11588 18907 7636 18958 2066 375 7036 internal_count=84473 83807 83475 23645 59830 4080 58233 19565 1597 56833 9785 9279 8879 47048 45783 25361 20422 4947 4340 607 15475 12665 2810 11588 18907 7636 18958 2066 375 7036 is_linear=0 shrinkage=0.04 Tree=151 num_leaves=31 num_cat=0 split_feature=28 28 31 23 34 10 25 28 24 20 24 31 30 9 30 33 10 30 0 28 9 30 14 27 28 19 24 28 28 32 split_gain=81.818 79.9863 35.2358 55.7749 30.2571 45.7415 32.8356 36.4138 29.3538 26.7074 22.1667 18.9215 25.5302 18.331 17.4316 22.3164 19.2386 16.8619 33.8247 15.9887 15.8018 15.6958 15.3677 15.352 14.4551 13.1469 13.0814 13.0677 13.0131 12.869 threshold=12620.403450404347 26438.914937029655 22325.084593750005 537.41224999999952 17266.230000000007 0.78656609248549303 -1384.2359999999987 14368.713704698568 -904.77699999999993 16339.523750000002 667.97400000000209 18453.157812500005 459.91916580134955 0.98296291314453421 236.99294085646883 14794.670000000002 0.60355339059327384 116.69458341576747 21.500000000000004 18217.388791746944 0.91597561503675362 171.84667588445942 -0.32613736746952143 222.97124999999872 12152.10306833303 14396.190500000002 -351.75300000000146 19557.836313089425 12916.988773168969 1193.8373259993125 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=9 2 4 17 5 10 14 8 -8 26 20 12 29 22 16 -16 -6 -4 23 -17 -2 28 -10 -19 -11 -13 -1 -25 -7 -9 right_child=1 -3 3 -5 6 21 7 11 13 24 -12 25 -14 -15 15 19 -18 18 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-12.736271752558823 0.21778915333536134 25.797102915928701 1.6075668925915672 8.0780927088343013 0.041795752058387738 -4.8811759370075745 -2.1551913572647754 -2.1593503671203145 -1.8496984846037958 -16.036502692223074 -2.4279860107284184 0.83499500201338384 -2.1665262521995463 7.2167268411563423 0.76897331513697287 0.58756231390092584 1.1339230473639692 -3.1908976098515267 2.0238895759986191 5.088293861704078 8.8250447263265226 -4.569277853502026 0.67222445090570548 -1.0846726716725972 3.0730243581655667 0.027406757949211168 -3.609431908301922 4.5891778487247938 0.084953998013916135 -0.22243682600965259 leaf_weight=554 1080 332 1139 620 9941 81 1281 252 816 60 689 800 1543 119 3642 324 1250 563 279 658 207 708 536 267 149 40178 236 149 242 15778 leaf_count=554 1080 332 1139 620 9941 81 1281 252 816 60 689 800 1543 119 3642 324 1250 563 279 658 207 708 536 267 149 40178 236 149 242 15778 internal_value=-9.21004e-05 4.40856e-05 -3.41584e-05 0.00420948 -0.000193947 -0.00413036 -4.04575e-05 -0.000459684 -0.0049564 -0.0114715 -0.000566802 -0.000248331 -0.00134638 -0.00110129 0.00158457 0.00365052 0.000730945 0.00144347 -0.00174881 0.00900204 0.00253302 -0.0109602 -0.00242604 -0.00525026 0.00124402 0.000222558 -0.0148354 0.000576923 -0.00365325 -0.000873362 internal_weight=84473 83474 83142 3017 80125 3007 77118 61303 2752 999 1976 58551 17573 1471 15815 4624 11191 2397 1258 982 1287 1031 1352 979 209 40978 790 416 323 16030 internal_count=84473 83474 83142 3017 80125 3007 77118 61303 2752 999 1976 58551 17573 1471 15815 4624 11191 2397 1258 982 1287 1031 1352 979 209 40978 790 416 323 16030 is_linear=0 shrinkage=0.04 Tree=152 num_leaves=31 num_cat=0 split_feature=28 28 2 20 34 6 22 24 0 28 28 28 30 10 1 9 27 30 10 28 18 30 3 15 15 10 1 0 24 0 split_gain=81.0282 78.8928 34.6916 62.5183 38.3418 27.96 26.8808 25.8672 22.7358 29.3377 31.2515 22.1868 33.9555 31.7656 54.5246 37.4783 30.3199 30.1871 23.5417 24.3035 23.412 22.3598 22.0104 21.4468 20.7769 20.2358 55.0833 30.6069 26.728 23.6708 threshold=26438.914937029655 12426.92047526729 4.5000000000000009 16545.877750000003 26079.065000000006 1.0000000180025095e-35 14660.940000000001 523.52874999999869 19.500000000000004 16566.737742101523 22567.36053741425 21465.801324169504 227.48473101718062 -0.12940952255126037 1.0000000180025095e-35 0.98296291314453421 536.75199999999961 611.6675602009542 -0.78656609248549325 22817.826319282514 21320.482000000004 999.71168524896132 339.50000000000006 13126.772500000001 21638.008500000004 -0.70710678118654757 1.0000000180025095e-35 13.500000000000002 2602.8145000000018 12.500000000000002 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 -1 4 6 5 8 -4 -6 11 -10 -11 13 24 20 15 -15 22 -17 -14 -20 25 -18 -16 -5 -13 27 28 29 -27 -3 right_child=-2 2 3 23 7 -7 -8 -9 9 10 -12 12 18 14 16 17 21 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-12.817492275132608 24.765218799291617 0.16661475880697255 -2.5305203684575099 3.4566597132894095 1.5478521916909813 -1.8351640290856086 -0.51124242272104314 15.929509575427364 -4.3940375203086299 -0.029490319412143435 -2.7238531135170341 2.6083553192806721 -0.87261887646527614 -0.86552130559466611 0.84044444655821282 29.123025428522087 -0.69969910542225988 -0.055831906144885583 2.0920728063441492 6.7097486034347096 -1.8079618520102667 6.4326030546090625 -0.89478590581282336 -0.15107261278419173 0.24134314221075329 -0.3500336684753711 -1.3084677015822672 1.3439003660839808 3.0716122856376753 -1.9972279168252862 leaf_weight=666 332 3767 2398 407 972 1326 1843 283 326 8326 900 733 485 4173 11046 233 2339 363 1062 738 898 227 545 18997 10314 872 5181 2556 969 1196 leaf_count=666 332 3767 2398 407 972 1326 1843 283 326 8326 900 733 485 4173 11046 233 2339 363 1062 738 898 227 545 18997 10314 872 5181 2556 969 1196 internal_value=-8.3577e-05 -0.000161396 -5.19916e-05 -0.00134912 0.000460638 0.00031242 -0.00574864 0.00737849 0.000445423 -0.00133585 -0.000919142 0.000802147 0.00218722 0.000264804 0.0013632 -0.00233592 0.00260931 0.00704698 0.00662582 0.00873333 -0.00108168 -0.00132502 0.00348029 -0.000387549 0.00126912 -0.000694588 -0.00223868 0.00074744 0.00370451 -0.00108402 internal_weight=84473 84141 83475 23645 59830 58575 4241 1255 57249 9552 9226 47697 13332 34365 18926 4769 14157 596 2285 1800 15439 2566 11591 19404 11047 14541 7022 7519 1841 4963 internal_count=84473 84141 83475 23645 59830 58575 4241 1255 57249 9552 9226 47697 13332 34365 18926 4769 14157 596 2285 1800 15439 2566 11591 19404 11047 14541 7022 7519 1841 4963 is_linear=0 shrinkage=0.04 Tree=153 num_leaves=31 num_cat=0 split_feature=28 28 31 23 10 34 10 25 28 23 28 24 1 9 9 9 28 28 9 3 9 9 30 33 28 10 24 30 20 1 split_gain=80.9231 75.9374 31.7371 54.927 28.2171 27.6403 43.2522 30.9305 29.2984 26.227 24.4376 21.6116 19.0931 20.7073 33.3137 28.3541 21.5839 20.0219 18.759 16.7288 29.4573 15.6084 15.1231 16.7261 15.6107 14.8039 14.6557 14.1173 14.7707 19.4757 threshold=26438.914937029655 12620.403450404347 22325.084593750005 909.93975000000148 0.25881904510252057 17266.230000000007 0.78656609248549303 -1654.5612500000004 14368.713704698568 -414.90749999999929 12152.10306833303 667.97400000000209 2.5000000000000004 -0.5 0.12940952255126045 0.37940952255126054 20686.587893205284 16005.178574206699 0.98296291314453421 163.50000000000003 -0.70710678118654735 0.91597561503675362 236.99294085646883 14653.730500000001 18217.388791746944 0.60355339059327384 -374.16950000000173 485.82691111126024 18961.324500000006 1.0000000180025095e-35 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 4 5 -4 10 6 11 22 9 -9 -1 21 13 19 17 16 -16 -15 -11 -10 -21 -3 25 -24 -25 -7 -18 28 29 -19 right_child=-2 2 3 -5 -6 7 -8 8 12 18 -12 -13 -14 14 15 -17 26 27 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-18.339289236975965 23.774610047320021 0.21562141652593711 0.56042306066774472 8.986684942054854 -9.7683288009287939 0.079240902727033241 -3.1183704879696599 -2.0618260874746559 0.69732053009334782 -0.66810960395567232 5.1176646475047169 -2.2867206875389092 -0.43363182403540124 -1.9445829903744016 0.34366318226908332 -0.069630158853979079 0.090018108941585531 -0.76281352925041579 6.9794829174871484 -0.42552671525132613 1.1727973189041949 8.0725611909438157 0.74755611000255162 0.28507845643660401 4.8031325891288725 1.1633076866738703 3.963319613209169 -3.7418457768582449 -0.95214522163158111 0.40827525279513793 leaf_weight=101 332 1080 2574 443 753 8785 1031 1194 8780 1741 145 689 15051 912 2855 15288 228 1604 126 5759 1856 207 3168 329 680 901 633 359 3760 3109 leaf_count=101 332 1080 2574 443 753 8785 1031 1194 8780 1741 145 689 15051 912 2855 15288 228 1604 126 5759 1856 207 3168 329 680 901 633 359 3760 3109 internal_value=-7.07919e-05 -0.00014856 -1.68387e-05 0.00401061 -0.0111111 -0.000168487 -0.00393083 -2.17848e-05 -0.000396807 -0.00421431 0.000650407 -0.000465587 -0.000202678 0.00020867 -0.000438291 0.000536729 0.00367061 -0.0023399 -0.00125335 0.00134309 -2.88903e-05 0.00259518 0.00168939 0.00370122 0.00818632 0.000821805 0.00922184 -0.00175725 -0.00142807 6.36537e-05 internal_weight=84473 84141 83142 3017 999 80125 3007 77118 63255 3061 246 1976 60194 45143 28748 19004 3716 9744 1867 16395 7615 1287 13863 4177 1009 9686 861 8832 8473 4713 internal_count=84473 84141 83142 3017 999 80125 3007 77118 63255 3061 246 1976 60194 45143 28748 19004 3716 9744 1867 16395 7615 1287 13863 4177 1009 9686 861 8832 8473 4713 is_linear=0 shrinkage=0.04 Tree=154 num_leaves=31 num_cat=0 split_feature=28 28 34 23 33 23 25 2 22 24 0 19 16 30 19 30 9 30 3 25 24 15 9 9 1 21 30 1 9 17 split_gain=79.79 73.1428 32.253 47.6305 28.1925 39.2776 26.7043 27.4216 29.3592 23.5147 23.0965 22.7849 21.1182 20.7526 19.7053 21.6498 19.6515 18.9122 18.621 17.6266 17.1596 17.1576 33.6138 16.2663 41.5219 15.838 24.6302 20.1641 23.495 18.5837 threshold=26438.914937029655 12426.92047526729 17774.932500000006 -303.65749999999929 18152.130000000005 454.48349999999942 -1654.5612500000004 4.5000000000000009 13488.131500000001 667.97400000000209 21.500000000000004 24206.369000000002 23913.957500000004 117.85704765114799 22912.741250000003 98.325152703589609 0.91597561503675362 109.52031535457225 348.50000000000006 -1431.9474999999982 -2168.3829999999984 19920.009000000002 -0.91597561503675329 -0.98296291314453399 1.0000000180025095e-35 17684.035000000003 465.7230198957422 1.0000000180025095e-35 0.98296291314453421 15114.694500000003 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 -1 3 19 6 10 -4 11 -9 16 13 12 14 -6 18 -16 -5 -14 23 -3 -10 -22 -23 24 -8 26 27 28 -25 -27 right_child=-2 2 4 9 5 -7 7 8 20 -11 -12 -13 17 -15 15 -17 -18 -19 -20 -21 21 22 -24 25 -26 29 -28 -29 -30 -31 leaf_value=-11.906551674079637 22.823625645427239 -1.1463394505642281 0.54934416667936603 0.076998936963427703 2.4164778689018567 13.521114865685522 -2.2008822574737135 -2.3413446817330987 -0.99788728126124626 -1.5070328783043079 2.8916987858960055 1.7380367315732292 0.32601405479210371 -1.6864974276622524 -0.17858822699621668 2.3951511969967396 6.1867367919772374 -2.1159377465700526 -1.4420632371283864 -3.7058598715938569 -0.086641737876088878 -4.1400514883728468 -0.3264772141411959 -0.41303318692069296 2.4154657255031635 -1.8492651224339351 -1.3240894442194258 0.5047487704637752 29.972799758089096 -0.1127010924120259 leaf_weight=666 332 924 12661 2081 530 363 416 967 1102 1227 159 1614 592 519 1318 2030 369 1108 1272 829 10440 471 1135 2954 1229 1418 1269 9107 85 25286 leaf_count=666 332 924 12661 2081 530 363 416 967 1102 1227 159 1614 592 519 1318 2030 369 1108 1272 829 10440 471 1135 2954 1229 1418 1269 9107 85 25286 internal_value=-5.27979e-05 -0.00013002 -2.4678e-05 -0.00300552 0.000182715 0.00548695 7.37506e-05 -0.000259195 -0.00181509 -0.00041882 0.00201987 0.000182704 2.57882e-05 -0.00013346 0.000186271 0.00314217 0.0018449 -0.00435294 -4.36844e-05 -0.00843126 -0.00132035 -0.000883281 -0.00473225 0.000101523 0.004 -5.83265e-05 0.00106299 0.00161699 -0.00120434 -0.00062163 internal_weight=84473 84141 83475 5430 78045 1571 76474 63813 14115 3677 1208 49698 48084 1049 46384 3348 2450 1700 43036 1753 13148 12046 1606 41764 1645 40119 13415 12146 3039 26704 internal_count=84473 84141 83475 5430 78045 1571 76474 63813 14115 3677 1208 49698 48084 1049 46384 3348 2450 1700 43036 1753 13148 12046 1606 41764 1645 40119 13415 12146 3039 26704 is_linear=0 shrinkage=0.04 Tree=155 num_leaves=31 num_cat=0 split_feature=28 28 2 19 19 3 0 28 15 18 32 0 28 10 15 14 9 3 9 23 10 1 14 0 9 13 9 16 30 30 split_gain=76.9307 67.8502 31.2378 43.5768 28.8528 25.1798 22.8624 25.2434 23.721 22.2666 20.7853 22.6061 22.9068 20.607 22.8102 20.0661 24.6154 23.5994 17.6209 17.5064 17.4191 38.9853 33.0793 32.6947 30.7491 16.9524 19.9691 16.6978 16.3771 15.9306 threshold=26438.914937029655 12426.92047526729 3.5000000000000004 14733.497500000003 24430.807250000002 354.50000000000006 19.500000000000004 16889.64037526316 23828.941250000003 24916.482500000002 1355.6545870725988 20.500000000000004 16449.242336158106 0.1294095225512602 13126.772500000001 -0.13398942717002907 -0.91597561503675329 135.50000000000003 0.78656609248549325 934.25625000000048 -0.12940952255126037 1.0000000180025095e-35 0.51849435583340198 5.5000000000000009 -0.98296291314453399 0.89787622492179153 0.78656609248549325 16013.677500000003 291.78088285336821 116.69458341576747 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 -1 4 -4 5 6 20 -8 9 -9 -5 13 -13 14 -12 17 -17 18 -15 -6 22 23 27 28 -25 -23 -27 -3 -22 -18 right_child=-2 2 3 10 19 -7 7 8 -10 -11 11 12 -14 15 -16 16 29 -19 -20 -21 21 25 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-11.430289607116466 21.910680619610211 -1.7624365754002065 -2.018638378357573 -1.6345249652115308 1.633198701468209 -1.8835798934894774 -3.4855722778988274 -0.17297334632741695 -4.3754229215256784 2.2218744008390057 4.1376576311085591 -1.1468398996779434 0.8232721762053552 1.4089200343245829 -0.053949208324629579 -3.3400776099730138 0.0052655888406297887 -0.43328241211587737 -1.721217909063198 9.6549303696322752 -0.5370767368821544 0.55811541441486046 1.1792672709486214 -1.5726182124408661 3.3003386056413002 1.7843257503713539 0.31154408225243968 -0.10720668497597217 -2.6131328021745506 -1.0769931458002975 leaf_weight=666 332 1186 2023 1171 1159 1010 441 6866 350 195 330 549 2921 768 18793 820 2149 2600 259 198 2361 10618 5289 461 949 1603 798 13840 562 3206 leaf_count=666 332 1186 2023 1171 1159 1010 441 6866 350 195 330 549 2921 768 18793 820 2149 2600 259 198 2361 10618 5289 461 949 1603 798 13840 562 3206 internal_value=-6.03743e-05 -0.0001362 -3.47409e-05 -0.000932311 0.000632335 0.000464656 0.000603265 -0.00136016 -0.000806909 -0.000303073 -0.000588691 -0.000399444 0.0026513 -0.000765428 -1.04586e-06 -0.00225668 -0.00364372 0.00010477 0.00523856 0.00638172 0.00101256 0.00194329 0.000217573 -0.00134318 0.00365957 0.0030371 0.00607247 -0.000740051 -0.00375641 -0.00265546 internal_weight=84473 84141 83475 35589 47886 46529 45519 7852 7411 7061 33566 32395 3470 28925 19123 9802 6175 3627 1027 1357 37667 17352 20315 4333 1410 13019 2401 15026 2923 5355 internal_count=84473 84141 83475 35589 47886 46529 45519 7852 7411 7061 33566 32395 3470 28925 19123 9802 6175 3627 1027 1357 37667 17352 20315 4333 1410 13019 2401 15026 2923 5355 is_linear=0 shrinkage=0.04 Tree=156 num_leaves=31 num_cat=0 split_feature=28 28 31 10 34 10 2 0 19 24 0 28 15 28 28 30 16 6 10 28 15 30 30 23 10 28 0 28 21 10 split_gain=74.0454 66.4902 31.015 27.1106 26.618 24.9964 24.427 24.4867 24.365 23.1551 21.4034 21.0191 19.9787 21.1308 19.8029 29.4557 22.7283 20.1227 20.0553 21.1856 17.4092 16.4382 16.3207 20.7425 16.178 27.7706 22.7771 22.0321 15.9115 15.4135 threshold=26438.914937029655 12620.403450404347 23380.531471354174 0.25881904510252057 16498.5275 0.60355339059327384 3.5000000000000004 19.500000000000004 14912.538000000002 523.52874999999869 21.500000000000004 12152.10306833303 23748.263000000003 17276.846697237805 21207.556178529096 227.48473101718062 20999.052500000005 1.0000000180025095e-35 -0.78656609248549325 22817.826319282514 12888.561000000003 547.12667486166038 561.02947301335178 642.76449999999943 0.91597561503675351 15411.036088599043 21.500000000000004 16449.242336158106 13955.945500000002 -0.12940952255126037 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 3 4 11 5 -3 7 14 28 10 -4 -1 13 -9 16 -16 17 29 -17 22 -10 -15 23 -20 26 -26 -22 -28 -8 -6 right_child=-2 2 9 -5 6 -7 8 12 20 -11 -12 -13 -14 21 15 18 -18 -19 19 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-16.672244016249095 21.034253394825793 -0.40182266650124804 0.32024252147733934 -8.8490721365155327 -0.13181348910831731 -4.665828426476728 -3.0761371676846831 -2.157179315001049 4.3596270086122244 15.41465759690429 3.3051640995253546 5.1964392052259791 -4.7508245832314424 0.064470029052536126 0.43048685754009058 -0.6720216420645011 -1.5641322913730984 -1.9243238007640322 5.9914168259824514 6.4858796548152897 -0.15230136658457924 -1.8408576208197338 4.7306267824879615 -0.73679875260662808 -2.2006324613502146 -0.20504694809002103 -1.4041543927976454 1.3956459267884203 -0.51477379533345813 0.38968130877670776 leaf_weight=101 332 597 719 753 10345 476 826 700 203 228 120 145 317 5980 9971 420 902 788 303 634 27244 795 267 516 814 2889 283 1121 1323 14361 leaf_count=101 332 597 719 753 10345 476 826 700 203 228 120 145 317 5980 9971 420 902 788 303 634 27244 795 267 516 814 2889 283 1121 1323 14361 internal_value=-5.80067e-05 -0.000132397 -9.14099e-06 -0.0103904 -9.72281e-05 -0.00635601 -1.43206e-05 0.000587054 -0.000816644 0.00676664 0.00369487 0.00113821 -0.00145791 -0.0010408 0.00100086 0.00234002 0.000386422 0.000607202 0.00659813 0.00851163 -0.000544326 -0.000357196 0.00511971 0.0023199 -0.000617601 -0.00310559 -0.000296007 0.00467236 -0.00494183 0.000807901 internal_weight=84473 84141 83142 999 82075 1073 81002 46299 34703 1067 839 246 7792 7475 38507 12111 26396 25494 2140 1720 32554 6775 1086 819 32351 3703 28648 1404 2149 24706 internal_count=84473 84141 83142 999 82075 1073 81002 46299 34703 1067 839 246 7792 7475 38507 12111 26396 25494 2140 1720 32554 6775 1086 819 32351 3703 28648 1404 2149 24706 is_linear=0 shrinkage=0.04 Tree=157 num_leaves=31 num_cat=0 split_feature=28 28 31 24 34 2 9 9 28 28 10 23 3 9 16 28 3 0 32 22 9 27 30 15 23 22 10 1 1 28 split_gain=71.2407 63.4183 29.679 26.0441 25.0521 24.1383 27.4941 56.2459 44.2806 27.4139 23.9135 22.6555 20.9047 38.0668 20.8099 20.7326 19.4095 19.4016 19.1131 20.2572 18.8673 17.6382 35.8402 22.9612 22.8826 17.3174 16.8454 58.1736 38.1842 19.2046 threshold=26438.914937029655 12620.403450404347 23380.531471354174 -493.36950000000064 16498.5275 1.0000000180025095e-35 -0.5 1.0000000180025095e-35 23715.418192730529 16005.178574206699 0.60355339059327384 474.97400000000022 162.50000000000003 -0.70710678118654735 21974.65725 12152.10306833303 348.50000000000006 21.500000000000004 1828.6001769454499 13377.467500000001 0.12940952255126045 -47.723999999999243 52.354497191544461 22979.006250000002 375.5280000000003 21841.778000000002 -0.9159756150367534 1.0000000180025095e-35 1.5000000000000002 18394.787634331755 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 3 4 -1 10 20 12 9 18 -8 -3 17 21 16 26 -5 -14 -4 19 -9 -6 23 -23 -7 -24 -15 28 -28 -11 -29 right_child=-2 2 11 15 5 6 7 8 -10 14 -12 -13 13 25 -16 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 27 29 -30 -31 leaf_value=-10.221374055855668 20.192883259032826 -0.38574975984120102 0.36362202631687979 -20.30025383971908 0.059522304795245874 0.37640376179340818 -1.9051469550539333 -2.9370400198313291 2.3568052863284539 0.2812434065237176 -4.4791952894176941 15.490271613890656 -0.40036863502347841 0.62000189687256357 -2.0021884352830237 0.99090729641829967 -2.537603656793217 3.1729575355443376 -0.013917272151738871 -0.58252381609876469 1.0567659933118558 -0.48046881565009247 2.375748283697467 -0.86455571964048428 0.61540746080514508 5.2216485342799572 -1.5061322330118856 -0.022808087297162275 -3.0507803024964959 1.3890827842779254 leaf_weight=494 332 597 739 162 6243 5510 2088 541 1217 973 476 208 7479 2452 1567 343 701 120 31023 1761 5052 1190 2803 1165 1933 245 1614 2841 962 1642 leaf_count=494 332 597 739 162 6243 5510 2088 541 1217 973 476 208 7479 2452 1567 343 701 120 31023 1761 5052 1190 2803 1165 1933 245 1614 2841 962 1642 internal_value=-5.89537e-05 -0.000131921 -1.15465e-05 -0.0101502 -9.77155e-05 -1.72835e-05 -0.000295236 -0.000861364 -4.97945e-05 -0.00326003 -0.00616962 0.00661668 0.000819491 -0.000465202 -0.0023565 -0.00376238 -0.00182396 0.00374854 -0.000323481 -0.00384014 0.0016981 0.00192842 0.00351671 0.000518352 0.00507601 0.00365591 -0.00153386 -0.000501886 -0.00478553 0.00184252 internal_weight=84473 84141 83142 999 82075 81002 69707 46229 34542 11687 1073 1067 23478 10877 9599 505 8180 859 33325 2302 11295 12601 5926 6675 4736 2697 8032 6097 1935 4483 internal_count=84473 84141 83142 999 82075 81002 69707 46229 34542 11687 1073 1067 23478 10877 9599 505 8180 859 33325 2302 11295 12601 5926 6675 4736 2697 8032 6097 1935 4483 is_linear=0 shrinkage=0.04 Tree=158 num_leaves=31 num_cat=0 split_feature=34 28 34 10 30 28 25 2 19 22 29 24 10 9 31 25 30 3 15 9 24 27 9 33 19 15 33 24 24 1 split_gain=69.9871 60.7994 30.4392 44.2009 25.7065 33.1177 24.4025 24.2943 26.4871 24.1247 22.0915 21.8217 21.7798 20.6116 19.225 16.592 16.3822 15.5141 15.2644 29.3235 16.5307 14.8824 14.5028 14.464 14.253 13.9381 14.5023 15.6901 14.4885 39.3039 threshold=26656.795000000002 12152.10306833303 18043.954000000002 0.60355339059327384 102.92843420590556 12916.988773168969 -1654.5612500000004 4.5000000000000009 24565.770000000004 13791.202000000003 24517.074814196083 981.66300000000058 0.1294095225512602 0.91597561503675362 14541.990317708334 -1244.1315000000011 222.551602957055 354.50000000000006 20102.669250000003 -0.91597561503675329 -2168.3829999999984 737.8585000000013 -0.91597561503675329 15051.207500000002 23748.856250000004 23828.941250000003 17717.068750000002 621.58725000000152 1009.3489999999994 1.0000000180025095e-35 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 -1 3 11 5 -5 16 8 10 -9 17 13 -2 -3 -6 -16 -4 24 20 -20 -11 -22 -19 -18 25 26 28 -28 -8 -30 right_child=12 2 6 4 14 -7 7 9 -10 18 -12 -13 -14 -15 15 -17 23 22 19 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-23.865433048908816 15.157394491171582 -0.010346193187870086 0.19143697186256758 -4.1717740175104341 -4.9156253166521129 0.87820660891098667 0.10533576492358407 -1.8234433372681087 2.341242670190113 -0.85647767091737481 -2.82982803707695 -1.4952844792421092 1.1690849626478304 4.5363559941200222 -0.43118764213628313 -2.8236571082670707 0.90185879105956701 -5.7465615050429184 -3.5393734525870242 -0.42910165986730137 0.023035208456312829 -2.7431260577718057 -0.87402881288886425 3.1555687341347221 1.3756586278576288 -1.3421972436965734 0.7814665483907447 7.5263822398909541 1.4030843352425291 -1.0629573791043367 leaf_weight=333 535 2329 8093 268 594 549 36858 1164 1387 1053 387 937 396 646 643 744 3156 131 431 1006 9938 384 837 727 1813 933 578 142 1888 5593 leaf_count=333 535 2329 8093 268 594 549 36858 1164 1387 1053 387 937 396 646 643 744 3156 131 431 1006 9938 384 837 727 1813 933 578 142 1888 5593 internal_value=-5.80067e-05 -0.00017955 -0.000111286 -0.00269449 -0.00653324 -0.000563035 0.000115296 -0.000192489 0.000215641 -0.00166857 6.18389e-05 5.11247e-05 0.0108485 0.00172773 -0.00899546 -0.00641673 0.00177355 0.000137371 -0.00116766 -0.00505219 -0.000676923 -0.000189886 -0.00487603 0.00390935 0.000238887 0.000101757 0.000201957 0.00583333 0.000110512 -0.00149445 internal_weight=84473 83542 83209 6710 2798 817 76499 64523 50547 13976 49160 3912 931 2975 1981 1387 11976 48773 12812 1437 11375 10322 968 3883 47805 45992 45059 720 44339 7481 internal_count=84473 83542 83209 6710 2798 817 76499 64523 50547 13976 49160 3912 931 2975 1981 1387 11976 48773 12812 1437 11375 10322 968 3883 47805 45992 45059 720 44339 7481 is_linear=0 shrinkage=0.04 Tree=159 num_leaves=31 num_cat=0 split_feature=28 28 31 24 34 23 25 34 22 23 0 30 0 28 3 10 0 9 30 33 10 28 3 14 20 0 27 10 28 28 split_gain=68.4831 58.9554 26.1252 25.7743 23.0383 34.2839 22.4966 26.9007 24.9532 22.0304 20.0033 19.3414 17.8038 17.0973 14.705 25.2015 14.413 14.2972 14.2487 18.6539 14.2624 13.6308 12.4347 12.179 13.3979 11.9691 11.2238 11.1128 16.4961 12.7225 threshold=26438.914937029655 12620.403450404347 23380.531471354174 -456.32250000000016 17266.230000000007 -493.14125000000053 -1384.2359999999987 20743.657500000005 13488.131500000001 474.97400000000022 6.5000000000000009 348.04149266744224 21.500000000000004 12152.10306833303 348.50000000000006 -0.60355339059327384 18.500000000000004 0.98296291314453421 236.99294085646883 14707.727500000003 0.60355339059327384 18217.388791746944 136.50000000000003 -0.9292178835113839 17876.905000000002 14.500000000000002 448.13124999999678 0.60355339059327384 16647.77006680032 15610.601003120735 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 3 4 -1 5 -3 18 8 22 12 -7 17 16 -5 -9 25 -4 -10 20 -20 -6 -21 -8 24 -12 -16 -22 29 -29 -13 right_child=-2 2 9 13 6 10 7 14 11 -11 23 27 -14 -15 15 -17 -18 -19 19 21 26 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-9.6072762457431242 18.778872149024682 -2.8897810433340783 1.5479979612208263 -19.184111716709886 0.024349782777280782 1.2752999374710998 -0.16246567106561999 0.072326656436925985 -0.22542391466318804 14.49951478891926 -3.1595565027361592 3.0210770385141221 2.9992758356166451 1.1341859927983751 0.72279867798722985 -1.5915181656966162 -3.5445896987218295 6.9050775672677265 0.63231294944365801 0.50101096277554458 1.1867169952733456 4.4143739483578246 -2.5179811639628316 -1.8712933564274135 1.7000623475027532 5.3114522180992934 -1.1106197543867165 -2.6297599446283129 -0.7001628446701943 -1.1697358046895534 leaf_weight=533 332 793 583 149 9941 718 246 46862 10662 208 60 195 120 317 450 1375 156 138 3557 360 1128 707 675 1223 213 79 122 727 995 849 leaf_count=533 332 793 583 149 9941 718 246 46862 10662 208 60 195 120 317 450 1375 156 138 3557 360 1128 707 675 1223 213 79 122 727 995 849 internal_value=-5.89537e-05 -0.000130495 -1.44331e-05 -0.00978979 -9.52787e-05 -0.00353176 3.54126e-05 -0.000301962 -0.00181542 0.00620431 -0.00097561 -0.00138287 0.00337602 -0.00291845 0.000147644 -0.00329832 0.00105548 -0.000618519 0.00138476 0.0032526 0.000612993 0.00789128 -0.00818675 -0.00360963 0.0040293 0.00412098 0.00464 -0.00436732 -0.00634146 -0.00111111 internal_weight=84473 84141 83142 999 82075 3007 79068 63253 14487 1067 2214 13566 859 466 48766 1904 739 10800 15815 4624 11191 1067 921 1496 273 529 1250 2766 1722 1044 internal_count=84473 84141 83142 999 82075 3007 79068 63253 14487 1067 2214 13566 859 466 48766 1904 739 10800 15815 4624 11191 1067 921 1496 273 529 1250 2766 1722 1044 is_linear=0 shrinkage=0.04 Tree=160 num_leaves=31 num_cat=0 split_feature=28 28 20 31 23 34 10 24 25 31 30 9 30 24 0 9 2 30 22 13 9 14 9 28 30 28 30 14 24 3 split_gain=67.5582 56.0932 26.6736 25.499 22.3142 21.4605 32.5193 23.5537 19.4292 18.8365 20.2253 26.6191 18.3055 16.45 16.4035 15.1915 14.1706 13.7065 13.2998 13.1531 18.5051 15.5523 16.3758 12.4808 13.3676 12.1503 12.1301 13.3104 13.6899 12.0545 threshold=26438.914937029655 12620.403450404347 16339.523750000002 23380.531471354174 474.97400000000022 17774.932500000006 0.78656609248549303 667.97400000000209 -1654.5612500000004 18468.632505208338 459.91916580134955 0.98296291314453421 121.6177089026784 -351.75300000000146 21.500000000000004 -0.37940952255126059 1.5000000000000002 143.29355799008667 22155.120000000006 0.3261394409934788 -0.70710678118654735 0.45847758937963173 -0.91597561503675329 13618.961938426417 206.70434867867857 13044.508713858109 222.551602957055 0.5475998096715059 1467.4697500000023 348.50000000000006 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 13 5 14 6 7 18 26 10 11 15 25 -1 17 19 -17 -5 -3 20 21 -10 -23 -14 -25 -8 -7 -28 -29 -11 right_child=-2 3 -4 4 -6 8 12 -9 9 29 -12 -13 23 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-9.461189267508999 18.027717263063678 0.8977130139780275 1.237427700050248 2.0245070188576211 13.919534197362445 0.15826656206729239 -2.3594853552390123 -1.3442433677875669 -0.43555939398749616 0.093876140391075752 -1.8816030407910149 7.9628617353961824 -4.8808425482083111 -2.0514510269766104 2.879304802191982 0.1096045254409546 -0.78865196766739243 -1.5807817055640043 -2.2388079162372017 0.64212976911054287 0.98703366888308663 -4.963566879331629 -0.72660217287339035 1.3772798364527261 -2.3946844727294958 1.0183033798532415 0.48906027842480398 0.95957792495202743 4.9986563871709224 -0.8323449705103485 leaf_weight=554 332 2092 209 446 208 8472 112 1219 2749 41721 1606 244 319 236 120 2923 8085 293 177 3494 1343 281 273 119 927 249 2575 1036 531 1528 leaf_count=554 332 2092 209 446 208 8472 112 1219 2749 41721 1606 244 319 236 120 2923 8085 293 177 3494 1343 281 273 119 927 249 2575 1036 531 1528 internal_value=-5.65861e-05 -0.000127643 -0.00954955 -1.44331e-05 0.00612933 -9.4304e-05 -0.00257768 -0.000355505 7.41598e-05 -0.000207636 -0.00119059 -0.000833333 -0.00706837 -0.0129114 0.00328289 -0.00100063 -0.00196948 0.00105548 0.00205377 0.000309582 -0.0010848 -0.00269452 -0.00880866 -0.00918681 -0.00707457 0.000941828 0.00150943 0.00328344 0.00619017 0.000269602 internal_weight=84473 84141 999 83142 1067 82075 5214 3488 76861 64247 20998 19392 1726 790 859 19148 11008 739 2269 8140 4646 3303 554 1365 1046 361 12614 4142 1567 43249 internal_count=84473 84141 999 83142 1067 82075 5214 3488 76861 64247 20998 19392 1726 790 859 19148 11008 739 2269 8140 4646 3303 554 1365 1046 361 12614 4142 1567 43249 is_linear=0 shrinkage=0.04 Tree=161 num_leaves=31 num_cat=0 split_feature=28 28 34 25 24 31 23 24 9 25 34 30 13 30 9 0 34 33 30 28 14 3 10 0 23 26 30 32 10 9 split_gain=61.3651 55.3394 26.9958 39.2206 29.2444 22.2708 21.712 20.6032 24.7209 19.5213 18.2871 16.8887 16.2494 15.4291 17.4744 15.2746 14.9974 13.87 12.1954 12.0812 11.9661 11.6609 22.698 11.9691 11.5113 10.8951 10.5455 10.6691 10.2846 10.1126 threshold=26438.914937029655 12152.10306833303 18214.190500000004 -1244.1315000000011 -409.77199999999897 23380.531471354174 474.97400000000022 1009.3489999999994 0.91597561503675362 -1384.2359999999987 20743.657500000005 204.3741037008439 -0.83377653105606597 459.91916580134955 0.98296291314453421 21.500000000000004 16366.157500000003 15051.207500000002 143.29355799008667 13393.219174162363 0.011826144619637555 348.50000000000006 -0.60355339059327384 14.500000000000002 1018.8672500000004 -2719.8349999999978 304.21974163512596 1684.6029489807127 0.60355339059327384 -0.70710678118654735 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 -1 3 7 20 9 15 8 16 11 12 -4 -11 14 19 18 28 -13 -7 -14 -5 25 23 -23 29 -12 27 -18 -3 -19 right_child=-2 2 5 4 -6 6 -8 -9 -10 10 21 17 13 -15 -16 -17 26 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-22.160207807460974 17.306608572541155 -0.41585547200535078 0.092214975984097697 -3.3683055545030949 -0.49433617647078792 1.9435267381033192 13.362752829468009 -1.9325452448324358 4.6504664356623833 -1.8945885227205146 0.90831545452107099 0.86824588223800681 -3.375645496519792 -2.1041635199304438 7.1460548130570896 2.7641326101043524 0.62044681987063088 4.1471896598418247 -1.517550437341415 -0.19549296389279336 -0.083722922375854977 0.72307782361967843 -1.4956892221892486 5.132287928195729 7.1034355999264518 0.038108238013082885 -1.2917783993855847 -0.75264400221203687 -4.6207390458007289 0.43289195224046129 leaf_weight=333 332 269 8623 1103 860 446 208 897 581 825 1832 3644 343 1003 178 120 2060 131 293 11066 164 450 1375 79 321 45030 425 783 278 421 leaf_count=333 332 269 8623 1103 860 446 208 897 581 825 1832 3644 343 1003 178 120 2060 131 293 11066 164 450 1375 79 321 45030 425 783 278 421 internal_value=-5.4692e-05 -0.000122414 -5.77511e-05 -0.00236119 -0.00694875 0.000165995 0.0059044 -0.000517665 0.000609645 8.47041e-05 -0.000211319 0.00148554 -0.00151919 -0.00116283 -0.000750841 0.00309662 -0.000560944 0.0034669 0.000947226 -0.000944868 -0.0108129 0.000148464 -0.00292017 0.00412098 0.00799542 0.000273142 0.000465116 0.00134365 -0.00669104 0.00449275 internal_weight=84473 84141 83808 7420 2127 76388 1067 5293 4396 75321 62181 13140 13415 12590 11587 859 3815 4517 739 11409 1267 48766 1904 529 873 46862 3268 2843 547 552 internal_count=84473 84141 83808 7420 2127 76388 1067 5293 4396 75321 62181 13140 13415 12590 11587 859 3815 4517 739 11409 1267 48766 1904 529 873 46862 3268 2843 547 552 is_linear=0 shrinkage=0.04 Tree=162 num_leaves=31 num_cat=0 split_feature=34 28 21 23 34 10 30 24 30 1 9 9 28 30 0 15 20 28 3 30 10 31 25 9 30 1 0 24 15 1 split_gain=59.7527 53.3611 23.403 25.7603 20.1395 34.4128 27.3794 22.4207 17.351 16.3657 20.702 28.7292 23.2053 19.527 20.56 28.9031 16.0293 15.8507 15.4139 15.7738 15.2191 15.108 15.8482 14.5973 20.213 35.9504 43.5667 33.2962 19.7317 17.7139 threshold=26999.665000000005 12426.92047526729 24565.770000000004 817.79799999999989 17774.932500000006 0.60355339059327384 102.92843420590556 1132.8459999999998 999.71168524896132 2.5000000000000004 -0.5 1.0000000180025095e-35 23291.588217059209 99.505186733917085 17.500000000000004 23748.263000000003 15977.953750000002 22164.948268321394 197.50000000000003 479.12341686379733 -0.78656609248549325 14541.990317708334 -675.89699999999891 0.37940952255126054 323.68458316081779 1.0000000180025095e-35 5.5000000000000009 797.79600000000039 18335.245000000006 1.0000000180025095e-35 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 16 4 -4 5 7 -7 20 9 10 13 -12 23 -6 17 18 -1 -15 19 -16 -3 -8 -23 -13 29 27 -27 -26 -29 -25 right_child=-2 2 3 -5 8 6 21 -9 -10 -11 11 12 -14 14 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31 leaf_value=-10.982146409621528 12.409380779392013 -0.87105946857234817 0.83516102263311043 5.6636961201386296 -0.097305594000790738 0.13308948466547008 -4.226061280542126 -1.7790915074000078 5.1611513261133224 -0.28976242365970395 -0.51243435831784157 0.40311377955724309 2.1629445882519942 1.5851443589630072 1.2623531949792233 -2.1377656780199321 0.0044507308936226767 4.4630717204858961 -0.059830060073145432 -0.19564596061696649 1.2558949975371434 -0.58536540748700649 -2.6477519696507081 -0.7969222386354522 -2.1781939100084129 5.4690589245060259 -0.72328986788270411 2.5394487525181466 6.0083229872990342 -0.020036138120485703 leaf_weight=514 496 631 1940 323 6415 669 574 609 295 18829 9425 6568 1133 2757 4065 567 152 737 3487 1023 1838 640 466 5250 334 510 2972 698 565 9991 leaf_count=514 496 631 1940 323 6415 669 574 609 295 18829 9425 6568 1133 2757 4065 567 152 737 3487 1023 1838 640 466 5250 334 510 2972 698 565 9991 internal_value=-5.23244e-05 -0.000134084 -4.39318e-05 0.00396818 -0.000155957 -0.00250967 -0.00615581 0.000272904 1.29594e-05 -2.49582e-05 0.000315415 -0.000230732 0.000411834 0.0013889 0.00230136 0.00130387 -0.0114114 0.00491128 0.00188222 0.00328616 0.00196841 -0.00888095 -0.00614828 0.000175543 -0.000354331 0.00183107 -0.000448018 0.00680025 0.00977039 -0.00108261 internal_weight=84473 83977 83311 2263 81048 5427 2349 3078 75621 75326 56497 37446 28021 19051 12636 9142 666 3494 8575 5088 2469 1680 1106 26888 20320 5079 3482 1597 1263 15241 internal_count=84473 83977 83311 2263 81048 5427 2349 3078 75621 75326 56497 37446 28021 19051 12636 9142 666 3494 8575 5088 2469 1680 1106 26888 20320 5079 3482 1597 1263 15241 is_linear=0 shrinkage=0.04 Tree=163 num_leaves=31 num_cat=0 split_feature=28 28 2 19 0 28 30 28 29 10 1 9 30 17 0 13 30 27 28 3 0 30 32 27 20 0 18 1 24 13 split_gain=57.9377 51.8351 23.1168 30.4548 22.0643 22.0851 37.963 21.4408 21.8029 20.8202 42.8963 29.4032 22.8384 19.0187 17.6057 44.3243 30.6113 17.411 21.1106 18.5544 19.2349 16.962 16.5703 16.5353 15.5271 15.1385 14.7756 29.0071 34.9249 20.8128 threshold=26438.914937029655 12426.92047526729 3.5000000000000004 14733.497500000003 19.500000000000004 21207.556178529096 561.02947301335178 23569.860182108063 17916.901964142515 -0.12940952255126037 1.0000000180025095e-35 0.98296291314453421 611.6675602009542 21408.815000000002 14.500000000000002 0.43733377705052551 121.6177089026784 569.76375000000019 17887.884427338144 345.50000000000006 4.5000000000000009 547.12667486166038 1193.8373259993125 -270.86324999999937 15977.953750000002 12.500000000000002 17454.188500000007 1.0000000180025095e-35 2281.2812500000005 0.3261394409934788 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 24 4 -4 5 9 14 8 -6 13 11 -11 -13 26 15 -7 -16 19 -19 20 -12 -10 -5 -18 -1 -17 27 28 -3 -29 right_child=-2 2 3 22 7 6 -8 -9 21 10 17 12 -14 -15 16 25 23 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-10.542860553236642 16.211836206099033 -2.6254795845205083 -1.5093063936473481 -2.156410180744424 -2.9554855443682029 1.3329249448206246 6.3652088758221366 -5.7162436418214932 0.05909014680488326 -0.88060374535700248 0.43583941852426505 27.06102755196116 0.073254793520900419 -2.5409600333633717 0.30655341900186611 -0.28144543278518541 0.18792669843445764 -1.3528513710092376 1.4459118217106153 -0.78656179111138047 2.2107753526569285 -1.8006325621045836 -0.10680519662389998 4.4912113704292276 0.0042727016578646727 -1.8306580207759544 0.10773987808323 -0.51025256628083304 2.6647112511930029 -2.6973406378593063 leaf_weight=514 332 447 2023 382 546 3464 371 326 6378 3435 6705 186 305 291 3113 2582 419 1046 792 435 2627 809 33184 1625 152 876 7094 1813 822 1379 leaf_count=514 332 447 2023 382 546 3464 371 326 6378 3435 6705 186 305 291 3113 2582 419 1046 792 435 2627 809 33184 1625 152 876 7094 1813 822 1379 internal_value=-5.04303e-05 -0.000116233 -2.75532e-05 -0.000799685 0.000546297 0.000932533 0.00232932 -0.00136245 -0.000938834 0.00029733 0.0012607 -0.00235354 0.00680244 -0.000965727 0.00194221 0.000624097 0.00371146 0.00248341 -0.00108814 0.00315552 0.00353193 -0.000353416 -0.000512423 0.00751468 -0.0112312 -0.00257953 -0.00071138 -0.00251513 0.00260047 -0.00454887 internal_weight=84473 84141 83475 35589 47886 39827 12450 8059 7733 27377 15531 3926 491 11846 12079 6922 5157 11605 1838 9767 9332 7187 33566 2044 666 3458 11555 4461 1269 3192 internal_count=84473 84141 83475 35589 47886 39827 12450 8059 7733 27377 15531 3926 491 11846 12079 6922 5157 11605 1838 9767 9332 7187 33566 2044 666 3458 11555 4461 1269 3192 is_linear=0 shrinkage=0.04 Tree=164 num_leaves=31 num_cat=0 split_feature=19 28 34 10 30 28 3 24 2 0 9 9 28 3 28 30 0 3 0 10 13 9 9 15 0 3 0 19 1 31 split_gain=56.0405 51.369 24.1662 37.8886 21.3878 21.4251 20.6487 20.1569 17.7738 19.2593 18.868 28.1514 27.913 18.0799 17.6856 18.0138 17.6568 15.8964 24.5806 16.4762 20.5819 22.5183 15.2732 14.964 16.7451 27.685 22.4641 19.451 14.842 14.7616 threshold=26453.600000000002 12152.10306833303 17774.932500000006 0.60355339059327384 102.92843420590556 12916.988773168969 10.500000000000002 1132.8459999999998 2.5000000000000004 19.500000000000004 -0.5 1.0000000180025095e-35 23801.140209142006 357.50000000000006 22567.36053741425 547.12667486166038 21.500000000000004 308.50000000000006 16.500000000000004 -0.12940952255126037 0.91596454896554913 0.78656609248549325 0.91597561503675362 17572.698 16.500000000000004 301.50000000000006 19.500000000000004 23913.957500000004 1.0000000180025095e-35 14541.990317708334 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 -1 3 7 5 -5 -4 22 9 13 16 -12 -13 17 15 -11 23 19 -19 -8 -21 -22 -3 -10 27 -26 -27 -25 -16 -6 right_child=-2 2 6 4 29 -7 8 -9 10 14 11 12 -14 -15 28 -17 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=-20.458298458302306 14.154892065125605 0.052723196091246795 1.8119822333480988 -3.0504341472934904 -4.2210060799082205 0.78047368172476128 0.010739096962788608 -1.7122918301265599 0.96554001005788448 0.047899656525041794 -0.7714661507594065 -0.15974914718161018 2.4493439681734892 -2.0222780446468822 0.14409282487045857 -1.9602084199867387 0.89998868781840435 1.8299975322899991 -1.3314828174073774 0.27873783746465053 1.8217700359664377 -0.13956145366173586 4.4919493137487008 0.23409893768068288 -0.089276875309369647 -3.2092347112538118 -0.04447277230981854 4.2134374242326889 -5.1612158860942143 -1.5767629797739211 leaf_weight=333 331 2013 1731 245 594 480 13670 611 2347 4443 7132 21386 595 499 220 620 1668 2835 503 7850 1320 643 571 2374 6156 840 542 365 436 1120 leaf_count=333 331 2013 1731 245 594 480 13670 611 2347 4443 7132 21386 595 499 220 620 1668 2835 503 7850 1320 643 571 2374 6156 840 542 365 436 1120 internal_value=-5.18509e-05 -0.00011647 -5.41708e-05 -0.00258431 -0.00633866 -0.00057931 0.000128174 0.00028169 3.0349e-05 0.000729441 -0.000501786 -0.00108611 -0.000377599 0.0011713 -0.00138136 -0.000580683 0.000688497 0.00131166 0.00389455 0.000944513 0.00219505 0.00585838 0.00182663 0.00017744 -0.000480685 -0.00145397 -0.00657019 0.00219788 -0.00756098 -0.0087748 internal_weight=84473 84142 83809 5634 2439 725 78175 3195 76444 33039 43405 29113 21981 27320 5719 5063 14292 26821 3338 23483 9813 1963 2584 12624 10277 7538 1382 2739 656 1714 internal_count=84473 84142 83809 5634 2439 725 78175 3195 76444 33039 43405 29113 21981 27320 5719 5063 14292 26821 3338 23483 9813 1963 2584 12624 10277 7538 1382 2739 656 1714 is_linear=0 shrinkage=0.04 Tree=165 num_leaves=31 num_cat=0 split_feature=19 28 34 10 13 3 31 24 25 28 33 21 23 10 22 9 27 33 1 24 24 31 27 30 30 28 0 18 35 2 split_gain=51.9997 50.5942 22.3223 34.0395 21.1021 19.1879 19.0267 18.8034 16.6428 21.6185 15.0486 14.9991 21.9123 14.1222 14.8951 13.567 13.3511 28.4054 19.4602 31.2902 13.7722 13.1891 12.7502 12.4854 12.4633 11.7616 11.5904 12.3578 11.5656 11.1365 threshold=26453.600000000002 12152.10306833303 17774.932500000006 0.60355339059327384 0.82414472752956958 10.500000000000002 15507.028656250002 981.66300000000058 -1624.5945000000008 13393.219174162363 12607.363500000001 24430.807250000002 838.7212499999988 -0.37940952255126015 21019.74625 0.91597561503675362 569.76375000000019 17407.941250000003 1.0000000180025095e-35 2730.0715000000005 -573.98424999999941 14692.766341145836 172.85924999999682 415.08111354901916 88.20997262289427 12916.988773168969 12.500000000000002 22261.429250000005 21196.740115327386 4.5000000000000009 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 -1 3 7 6 13 21 15 -7 -10 -6 16 22 -4 -15 -3 29 18 19 20 -18 -5 26 -19 -24 -23 27 -13 -14 -11 right_child=-2 2 5 4 10 8 -8 -9 9 11 -12 12 28 14 -16 -17 17 23 -20 -21 -22 25 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-19.639966519970184 13.588696382520576 0.079167613032550432 3.2712103743795886 -1.3931042711924237 -5.5807505357532499 0.41070627930639603 -3.5646703803555284 -1.403193445657962 -2.3808090988956248 0.062273711636516967 -0.67911578726547306 -1.2070489159424325 -0.58921716559183557 1.2827269034918574 -1.8772193408868771 4.4997202215515424 -1.7741846448458092 -0.74785668561446073 -1.410718008621916 4.8588669784782539 0.41606606315996031 -6.7385756509059505 0.17131581631445442 5.1678330812281636 5.0057944723369294 0.53245833938552101 -0.89826164382509888 2.368834304286429 6.3973459714910135 -0.28554196794913878 leaf_weight=333 331 1902 651 759 425 12691 331 749 750 41769 166 203 74 894 186 544 418 86 4517 296 1131 38 232 230 268 720 835 309 225 12410 leaf_count=333 331 1902 651 759 425 12691 331 749 750 41769 166 203 74 894 186 544 418 86 4517 296 1131 38 232 230 268 720 835 309 225 12410 internal_value=-5.27979e-05 -0.000115044 -5.32162e-05 -0.00248491 -0.00604346 0.000122034 -0.00393939 0.000231612 2.77327e-05 -0.000235597 -0.0126227 -0.000155231 0.00313141 0.00428654 0.00148148 0.00192968 -0.000271127 -0.00195867 -0.00254008 0.000921409 -0.00135571 -0.00204351 0.00150514 0.00974684 0.00696 0.00168865 -0.000519673 0.00421875 0.0131773 -6.31241e-05 internal_weight=84473 84142 83809 5634 2439 78175 1848 3195 76444 63753 591 63003 2146 1731 1080 2446 60857 6678 6362 1845 1549 1517 1847 316 500 758 1347 512 299 54179 internal_count=84473 84142 83809 5634 2439 78175 1848 3195 76444 63753 591 63003 2146 1731 1080 2446 60857 6678 6362 1845 1549 1517 1847 316 500 758 1347 512 299 54179 is_linear=0 shrinkage=0.04 Tree=166 num_leaves=31 num_cat=0 split_feature=28 28 34 24 31 24 19 25 28 35 30 33 1 9 9 0 28 24 28 0 30 20 1 10 28 30 0 15 33 3 split_gain=50.6853 49.0273 21.9953 31.0437 19.6836 21.7758 16.8706 16.5832 17.1211 15.9348 14.0608 14.3877 13.5883 14.2231 25.4379 23.5378 17.927 18.1285 13.8884 13.564 12.3714 14.3052 15.1396 14.5086 12.8723 12.0278 21.4378 30.2192 17.0074 14.3324 threshold=26438.914937029655 12152.10306833303 18043.954000000002 -1236.4760000000003 23380.531471354174 523.52874999999869 13245.062000000002 -1384.2359999999987 13393.219174162363 17670.378232886909 204.3741037008439 15051.207500000002 2.5000000000000004 -0.5 0.12940952255126045 10.500000000000002 20211.640412693279 -374.16950000000173 16005.178574206699 21.500000000000004 485.82691111126024 18961.324500000006 1.0000000180025095e-35 -0.9159756150367534 17509.054711704888 101.82561482793066 17.500000000000004 23748.263000000003 14890.640000000001 197.50000000000003 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 -1 3 9 7 19 -5 10 -9 -3 -4 -12 13 25 18 -16 -17 -18 -15 -6 21 22 23 -20 -22 -10 28 29 -27 -28 right_child=-2 2 4 6 5 -7 -8 8 12 -11 11 -13 -14 14 15 16 17 -19 20 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-18.854367859171397 14.750819291206936 -2.9686440215024779 0.089141150866926186 0.89257284891999011 0.13887256196350792 11.600681823889317 -0.59748573217224477 -2.2761738193940984 -0.082990060860029191 -0.33444634023162506 0.69993503445191896 2.5128056918011863 -0.35446630091628323 -1.7946660356644861 0.016359140448839755 0.0089007277406926728 -0.11051924508574303 3.6803715495676443 1.619293187972944 2.4241430397193473 -10.542023605984433 -0.89309702269762059 0.35097180262040639 -0.98843040305815522 -0.81190596704749629 0.82109536295451113 0.77604800544133468 -2.1860920778162836 3.1996831593989192 -0.1243727018271602 leaf_weight=333 332 840 8916 1260 719 228 4072 627 5578 538 3863 873 15446 737 18724 731 277 762 340 120 123 3825 3080 1243 236 1153 4396 581 1494 3026 leaf_count=333 332 840 8916 1260 719 228 4072 627 5578 538 3863 873 15446 737 18724 731 277 762 340 120 123 3825 3080 1243 236 1153 4396 581 1494 3026 internal_value=-5.61126e-05 -0.00011766 -5.67965e-05 -0.00225335 0.000134374 0.00552952 -0.000870218 5.86603e-05 -0.000217701 -0.00760522 0.00132142 0.00308277 -0.000150926 0.000191768 -0.00032316 0.000472333 0.00488136 0.00825794 -0.00202421 0.00255066 -0.00158472 -0.0012771 0.000210165 -0.00296905 -0.00885794 0.00114617 0.00193427 0.000902162 0.00505478 0.00158987 internal_weight=84473 84141 83808 6710 77098 1067 5332 76031 62379 1378 13652 4736 61752 46306 30078 20494 1770 1039 9584 839 8847 8488 4663 1583 359 16228 10650 8003 2647 7422 internal_count=84473 84141 83808 6710 77098 1067 5332 76031 62379 1378 13652 4736 61752 46306 30078 20494 1770 1039 9584 839 8847 8488 4663 1583 359 16228 10650 8003 2647 7422 is_linear=0 shrinkage=0.04 Tree=167 num_leaves=31 num_cat=0 split_feature=34 28 2 19 19 3 15 0 28 28 1 30 22 20 0 0 30 13 9 27 13 13 0 10 1 1 30 2 14 13 split_gain=48.5252 45.1896 20.24 32.6677 21.7865 17.7976 15.6976 15.4753 17.7379 17.7681 18.6969 16.0089 14.8705 14.8912 14.7251 14.6876 47.2033 24.4402 23.6034 17.7016 31.7786 17.6658 23.5925 16.9886 61.8317 59.1306 20.0669 16.9117 16.6125 16.239 threshold=26999.665000000005 12152.10306833303 3.5000000000000004 14687.043500000002 24430.807250000002 354.50000000000006 12592.888750000002 19.500000000000004 16566.737742101523 22567.36053741425 1.0000000180025095e-35 547.12667486166038 13377.467500000001 15856.966500000002 20.500000000000004 14.500000000000002 99.505186733917085 0.69676570133721638 1.0000000180025095e-35 -783.47750000000076 0.40614137006726808 -0.89406062840022227 16.500000000000004 -0.9159756150367534 1.0000000180025095e-35 1.5000000000000002 30.198417060543768 1.0000000180025095e-35 0.45847758937963173 -0.66528616069191593 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 -1 4 12 5 7 -5 15 -9 11 -11 -10 13 -4 -12 18 -17 21 23 20 29 -18 28 25 -25 -3 -27 -21 -23 -20 right_child=-2 2 3 6 -6 -7 -8 8 9 10 14 -13 -14 -15 -16 16 17 -19 19 27 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-18.100193144804507 11.167325274554896 0.75744654830938085 -3.9205288103537899 4.8692525100558486 2.0783009933818541 -1.525476475890464 -0.13657617683689752 -3.7230496063628018 0.11179456474681501 0.41043918831259363 -5.9888794025601237 -1.6685155621069134 -0.70017561771957848 1.6601052454363525 0.17168201736829361 -0.17706104227909236 3.5814755572975265 3.4786224401395156 -0.72162802791353897 0.90462058996916317 -2.2074576537859687 0.28518457014579329 -0.8865939310459362 -2.3575290660740573 0.68420534255572418 0.5088376075091946 -4.7684385178681987 0.16020332760665043 5.0371376366540792 2.2679644378692321 leaf_weight=333 496 911 644 174 1401 1027 33483 304 5843 279 451 796 1368 80 117 4363 754 1710 798 4882 1535 498 1377 958 2870 109 817 14780 507 808 leaf_count=333 496 911 644 174 1401 1027 33483 304 5843 279 451 796 1368 80 117 4363 754 1710 798 4882 1535 498 1377 958 2870 109 817 14780 507 808 internal_value=-5.51656e-05 -0.000128845 -7.02979e-05 -0.000790512 0.000467272 0.000319181 -0.000489051 0.0004368 -0.00118614 -0.000801496 -0.00625738 -0.000105438 -0.00564054 -0.0102762 -0.0104225 0.000772354 0.00216093 0.00487825 0.00032317 0.00089725 -0.00189112 0.00278061 0.00109152 -0.00198764 -0.000470219 -0.0051497 -0.0122678 0.00134269 0.00575124 0.00204234 internal_weight=84473 83977 83644 35749 47895 46494 33657 45467 7790 7486 847 6639 2092 724 568 37677 9209 4846 28468 22803 3141 3136 2382 5665 3828 1837 926 19662 1005 1606 internal_count=84473 83977 83644 35749 47895 46494 33657 45467 7790 7486 847 6639 2092 724 568 37677 9209 4846 28468 22803 3141 3136 2382 5665 3828 1837 926 19662 1005 1606 is_linear=0 shrinkage=0.04 Tree=168 num_leaves=31 num_cat=0 split_feature=19 28 33 23 1 35 24 32 3 21 25 14 6 27 31 9 24 30 9 0 30 0 1 36 14 31 9 28 27 14 split_gain=46.6209 43.0731 20.436 21.671 24.7452 30.411 20.2282 25.1179 18.9561 15.2144 20.1259 17.3994 15.6073 14.9928 14.8621 23.2567 14.2244 16.1517 14.4007 24.7512 49.6659 38.93 60.1844 29.7957 21.8891 17.4221 17.3716 40.0324 18.541 16.3147 threshold=26453.600000000002 12152.10306833303 14707.727500000003 2170.6512499999994 1.0000000180025095e-35 20952.071207217265 -1946.8387499999997 2525.2157972421614 10.500000000000002 12906.110000000002 -1158.0677499999999 -0.75013812021657655 1.0000000180025095e-35 714.66449999999725 14090.668192708335 0.78656609248549325 4182.7237500000001 255.8352215986778 -0.5 18.500000000000004 149.14451639796309 20.500000000000004 1.0000000180025095e-35 2731.5711091295366 -0.5129677127369543 21933.582226562507 1.0000000180025095e-35 23889.383416921202 -646.5650000000004 0.45847758937963173 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 -1 6 8 -5 -6 7 -3 -4 10 -8 -12 13 14 15 -11 18 -18 19 20 -10 22 -21 -24 -20 -25 -26 28 29 -28 right_child=-2 2 3 4 5 -7 9 -9 16 12 11 -13 -14 -15 -16 -17 17 -19 24 21 -22 -23 23 25 26 -27 27 -29 -30 -31 leaf_value=-17.376185419012327 12.369985678700905 -1.2915999579790878 1.8789345389523078 5.3440425990836227 -0.70475385113008093 7.4489570437633663 0.28050715723235042 0.25870049862169253 0.20469117698434275 -3.6742146408358169 -5.3036272944704619 -1.0494367367328232 -1.645515282570559 -1.2205488079658973 0.078383291243408162 6.2172677908052361 -0.93038269909855442 4.0749638612674612 0.45686538022197054 1.540812384456949 4.0684556555447493 0.39525308485935967 -0.11034114791800675 -2.2350223463344445 -0.60119682142118114 -6.3894235577348448 -2.5882475831528429 2.0962002337122976 -0.048159410849475538 -0.108474648619449 leaf_weight=333 331 2466 1069 387 672 204 583 1074 5549 574 242 444 1243 2479 29518 118 147 355 4320 941 1930 3768 894 1628 6256 302 1211 1268 13274 893 leaf_count=333 331 2466 1069 387 672 204 583 1074 5549 574 242 444 1243 2479 29518 118 147 355 4320 941 1930 3768 894 1628 6256 302 1211 1268 13274 893 internal_value=-5.80067e-05 -0.000116945 -5.98981e-05 0.000519215 0.00568488 0.00196347 -0.00073359 -0.00361582 0.000370277 -0.000443737 -0.00474389 -0.00938776 -0.000282919 -0.000115635 0.000129758 -0.00566474 0.000238675 0.00693227 0.000159114 0.00115374 0.00278379 -0.000464622 -0.0033413 -0.00626062 -0.000389391 -0.00905699 -0.000882019 -0.000206656 -0.000769931 -0.00425856 internal_weight=84473 84142 83809 45068 1263 876 38741 3540 43805 35201 1269 686 33932 32689 30210 692 42736 502 42234 15012 7479 7533 3765 2824 27222 1930 22902 16646 15378 2104 internal_count=84473 84142 83809 45068 1263 876 38741 3540 43805 35201 1269 686 33932 32689 30210 692 42736 502 42234 15012 7479 7533 3765 2824 27222 1930 22902 16646 15378 2104 is_linear=0 shrinkage=0.04 Tree=169 num_leaves=31 num_cat=0 split_feature=28 28 0 33 23 30 32 9 27 1 24 35 24 0 24 30 30 9 9 28 33 30 0 1 15 27 35 14 23 28 split_gain=43.8661 41.2843 18.4152 18.252 31.675 17.441 18.1671 19.4078 17.2356 26.9997 46.811 21.7631 16.9274 16.7042 15.0684 13.4317 13.0588 15.8097 37.6504 29.445 23.1203 19.5751 49.4025 49.0013 38.5469 22.6212 31.5647 23.6828 20.5892 19.4379 threshold=26438.914937029655 12426.92047526729 5.5000000000000009 18152.130000000005 454.48349999999942 999.71168524896132 1193.8373259993125 0.60355339059327384 569.76375000000019 1.0000000180025095e-35 2730.0715000000005 20912.489877232147 -586.86950000000058 21.500000000000004 4757.6867500000017 117.85704765114799 547.12667486166038 -0.5 1.0000000180025095e-35 23889.383416921202 16477.465000000004 110.65113420033664 18.500000000000004 1.0000000180025095e-35 22851.246500000005 -224.19249999999917 18101.689553943455 0.64414586362404946 242.09649999999968 14426.416639559577 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 -1 5 13 6 7 -3 14 10 12 -11 -10 15 16 -5 17 21 29 20 -20 28 25 -24 -25 27 -27 -23 -8 -19 right_child=-2 3 -4 4 -6 -7 8 -9 9 11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31 leaf_value=-8.0217020316272105 13.905577168860182 -2.3921887877978589 1.5810617890885623 1.5813222452865012 9.637534641523235 5.1830193149051773 0.13608150460946492 0.77654158395373085 -1.7714064697083813 -1.3606652354371909 5.4715430563878913 1.939919703292835 0.55316931121036761 1.8471691139711766 3.6095220917877304 -1.490901695991488 -1.2994365080015997 -2.4208154085237039 0.16044100442435594 2.0190288889189105 -0.62712604872125666 2.3454011897665623 1.405871404958889 -0.054467086487056803 -3.050742244918947 1.0653641337562294 3.8296383102745315 -2.0836336417283747 -0.84072949858382351 -0.44878483538486763 leaf_weight=495 332 813 171 530 363 332 7421 378 507 5556 425 309 1535 159 266 519 1686 503 28011 1098 3897 981 2096 6310 908 1608 2294 494 2229 12247 leaf_count=495 332 813 171 530 363 332 7421 378 507 5556 425 309 1535 159 266 519 1686 503 28011 1098 3897 981 2096 6310 908 1608 2294 494 2229 12247 internal_value=-5.32715e-05 -0.000110529 -0.01003 -3.13866e-05 0.00423934 -0.000113303 -0.000150542 -0.00505458 -7.78791e-05 -0.00180029 0.00171058 -0.00327707 -0.000803134 0.00112583 0.000121306 -0.000705434 8.60928e-05 0.000169765 -0.00026838 0.000444768 0.000223142 0.000993386 0.00191274 0.000150311 -0.00141313 0.00496559 0.00656074 0.000745763 -0.000406218 -0.00211451 internal_weight=84473 84141 666 83475 1571 81904 81572 1191 80381 8332 2467 5865 2042 1208 72049 1049 71783 70097 45756 33006 31908 24341 14691 9314 7218 5377 3902 1475 9650 12750 internal_count=84473 84141 666 83475 1571 81904 81572 1191 80381 8332 2467 5865 2042 1208 72049 1049 71783 70097 45756 33006 31908 24341 14691 9314 7218 5377 3902 1475 9650 12750 is_linear=0 shrinkage=0.04 Tree=170 num_leaves=31 num_cat=0 split_feature=34 28 2 19 19 3 15 32 0 28 16 0 28 28 0 30 1 14 16 23 0 23 10 1 0 9 14 21 30 10 split_gain=41.8177 39.5479 18.499 29.313 18.2768 16.7314 15.3323 14.1289 14.5532 28.1819 13.683 13.5605 15.7013 17.9482 17.8293 14.7678 23.56 17.2732 16.7406 16.4657 15.9492 14.2868 13.9568 31.0968 24.7142 27.2511 22.9177 15.9045 15.5055 20.0013 threshold=26999.665000000005 12152.10306833303 3.5000000000000004 14592.018500000002 24430.807250000002 354.50000000000006 12592.888750000002 1193.8373259993125 20.500000000000004 16449.242336158106 23523.573000000004 19.500000000000004 16566.737742101523 22567.36053741425 20.500000000000004 420.38056660334263 1.0000000180025095e-35 -0.24372464231556024 22780.315000000002 -1007.5884999999997 22.500000000000004 -261.29449999999991 -0.12940952255126037 1.0000000180025095e-35 5.5000000000000009 -0.98296291314453399 0.56191161272202661 17684.035000000003 170.1971875720354 -0.5 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 -1 4 -4 5 11 -5 -8 -9 -10 -6 22 -13 15 21 16 17 -14 -17 -20 -18 -15 26 24 27 -26 -3 -24 29 -28 right_child=-2 2 3 6 10 -7 7 8 9 -11 -12 12 13 14 -16 18 20 -19 19 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-16.394472782927334 10.118547102615267 -0.21562380454015512 -1.739681376804292 4.4434826401772805 5.6790105451017734 -1.4884639812998648 -1.9253332834919274 -0.19500148268380144 -1.1796525347582429 0.74186047006151057 1.2515806236656499 -3.4486984469785966 4.9253450712706401 -5.9134932828722961 0.40058197758655295 -0.65893419707172141 -0.55554115629885925 0.13459772453876212 1.0921493907950934 -0.71341199771173702 0.81458895462266812 -1.2592821050668863 -0.52971673871841629 0.59163055709519541 -1.6448142127486063 2.9452877291018376 0.61801611753762697 -3.1351520604055261 2.3070803055092983 -2.5225090394838481 leaf_weight=333 496 15380 1818 186 171 1027 398 29305 890 3152 1230 304 434 262 223 2814 1723 299 517 250 602 362 2600 13017 461 950 2606 323 1951 389 leaf_count=333 496 15380 1818 186 171 1027 398 29305 890 3152 1230 304 434 262 223 2814 1723 299 517 250 602 362 2600 13017 461 950 2606 323 1951 389 internal_value=-4.80627e-05 -0.00011646 -6.169e-05 -0.000750231 0.000452239 0.0003166 -0.000485102 -0.000548229 -0.000458812 0.00179119 0.0049536 0.000430642 -0.00108858 -0.00072669 -0.00621015 -2.71125e-05 0.00201439 0.00826739 -0.00177046 0.00346806 4.30108e-05 -0.00967949 0.000744751 0.00157801 -0.00135671 0.00299079 3.34547e-05 -0.00345535 0.00240194 0.000594324 internal_weight=84473 83977 83644 35749 47895 46494 33931 33745 33347 4042 1401 45467 7790 7486 847 6639 3058 733 3581 767 2325 624 37677 17351 4334 1411 20326 2923 4946 2995 internal_count=84473 83977 83644 35749 47895 46494 33931 33745 33347 4042 1401 45467 7790 7486 847 6639 3058 733 3581 767 2325 624 37677 17351 4334 1411 20326 2923 4946 2995 is_linear=0 shrinkage=0.04 Tree=171 num_leaves=31 num_cat=0 split_feature=28 28 24 33 23 0 30 27 1 24 31 35 20 24 24 30 10 26 0 1 28 19 32 9 0 28 0 14 15 3 split_gain=39.5718 37.4613 42.4275 15.6491 32.041 16.1418 15.5016 16.7774 25.9496 47.1249 16.1067 15.9614 15.2528 14.0657 13.1511 12.7775 12.7007 12.5023 12.28 22.6778 17.277 13.4928 12.6882 12.0979 22.7458 27.9419 18.3227 35.2851 28.137 22.4192 threshold=26438.914937029655 12774.065400707994 -614.20624999999916 18152.130000000005 454.48349999999942 21.500000000000004 999.71168524896132 536.75199999999961 1.0000000180025095e-35 2730.0715000000005 14090.668192708335 20912.489877232147 15856.966500000002 -802.32700000000011 4757.6867500000017 117.85704765114799 0.60355339059327384 -1756.5354999999997 1.0000000180025095e-35 1.0000000180025095e-35 16087.611729634733 13775.090000000002 1193.8373259993125 -0.5 12.500000000000002 23889.383416921202 16.500000000000004 0.36447543099728863 23828.941250000003 173.50000000000003 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 -1 6 5 15 7 10 9 13 16 -10 -4 -9 17 -5 -3 -12 19 -19 -21 -20 -23 26 25 -25 27 -24 29 -28 right_child=-2 3 12 4 -6 -7 -8 8 11 -11 14 -13 -14 -15 -16 -17 -18 18 21 20 -22 22 23 24 -26 -27 28 -29 -30 -31 leaf_value=-6.8185828313544334 13.173984572728806 -0.7865132656049173 -2.4693600063778649 1.4680061305284471 9.0692674249001719 1.5511308964539785 4.9049601765851554 -1.4971649823963527 -1.230604787209304 5.0534780905669328 0.58910342681265326 1.7070900339511719 2.4508737632920021 0.35887875598193203 3.4846797602759034 -1.4820770065349644 -5.3028574052442128 -1.7595289599463286 0.68256373433723638 -0.71430531156529475 0.51493477254931352 -1.6284965344900411 0.056135608202239382 -0.026353809819411253 -0.59132245589014931 1.9122197385865729 0.46426918223020042 2.6443372469526367 -1.1932053592782177 -0.27586801321565874 leaf_weight=502 332 374 532 530 363 159 332 487 6226 443 5222 356 298 1866 261 519 215 732 2251 1112 1289 415 3396 26681 8560 1051 8823 2107 1209 7830 leaf_count=502 332 374 532 530 363 159 332 487 6226 443 5222 356 298 1866 261 519 215 732 2251 1112 1289 415 3396 26681 8560 1051 8823 2107 1209 7830 internal_value=-4.75892e-05 -0.000101972 -0.00675676 5.07191e-06 0.00395926 0.000827815 -7.13952e-05 -0.000106791 -0.00169759 0.00153076 0.000101778 -0.00306898 -0.00120482 -0.000722482 0.000156472 -0.000972355 -0.00648557 0.000123376 -2.68883e-05 -0.00247048 -0.00059142 9.59517e-05 -1.79784e-05 3.05077e-05 -0.00042654 0.000129814 0.000740424 0.0027585 0.000118688 0.000546448 internal_weight=84473 84141 1332 82809 1571 1208 81238 80906 9378 2796 71528 6582 830 2353 70939 1049 589 70678 65456 3133 2401 62323 60072 59657 36292 27732 23365 5503 17862 16653 internal_count=84473 84141 1332 82809 1571 1208 81238 80906 9378 2796 71528 6582 830 2353 70939 1049 589 70678 65456 3133 2401 62323 60072 59657 36292 27732 23365 5503 17862 16653 is_linear=0 shrinkage=0.04 Tree=172 num_leaves=31 num_cat=0 split_feature=34 28 0 2 19 3 19 16 10 33 27 13 30 0 27 35 1 24 30 9 28 1 0 23 9 30 21 9 0 30 split_gain=38.4355 35.9005 17.793 15.3209 19.805 16.3133 15.6696 17.5222 14.4574 12.5319 12.3686 24.7878 18.7684 19.4953 17.5277 24.0308 19.6756 26.9042 16.961 15.9677 13.6231 13.4499 19.2032 16.4353 13.2905 13.1368 17.8634 12.7143 19.6577 12.27 threshold=26999.665000000005 12426.92047526729 5.5000000000000009 3.5000000000000004 14733.497500000003 354.50000000000006 24206.369000000002 23523.573000000004 0.37940952255126048 11162.075500000001 -31.287500000002179 0.69676570133721638 42.674423497922525 2.5000000000000004 569.76375000000019 20952.071207217265 1.0000000180025095e-35 2730.0715000000005 906.87769618380878 -0.91597561503675329 19524.404585156619 1.0000000180025095e-35 5.5000000000000009 255.20750000000046 -0.98296291314453399 58.669242741070342 21772.158250000004 -0.78656609248549303 19.500000000000004 479.12341686379733 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 -1 5 -5 6 10 -8 -2 -4 11 20 13 -12 21 16 17 -16 -18 -13 29 22 23 -14 -23 -21 -27 28 -22 -3 right_child=8 3 9 4 -6 -7 7 -9 -10 -11 12 19 14 -15 15 -17 18 -19 -20 25 27 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.271003203023211 16.579347013360895 -0.099503757964121184 -22.372048912249959 -1.1609858144157625 -0.11059194321831456 -1.3734253797672864 5.343044318635366 0.9323128272259783 0.9383202258379606 4.3952417576520384 1.0515414746315945 1.056467054415698 -0.34155403343189394 -0.40549274605808022 -0.080450217273028105 4.0915788379314471 -1.1661346123115801 4.8513389669443132 2.2905501010136504 0.23657472260616488 0.2482431591411296 2.3392739307675221 1.1836907772865379 -4.410255654790963 0.59105859622446588 -0.6089199546494638 -2.311480350841157 0.62577785375106032 -2.8909368475589146 -1.749342444840877 leaf_weight=495 316 3222 61 2023 33491 1033 260 1460 180 110 314 637 1689 3010 1101 352 3449 325 325 823 1764 533 1865 240 12514 3203 1567 6973 517 621 leaf_count=495 316 3222 61 2023 33491 1033 260 1460 180 110 314 637 1689 3010 1101 352 3449 325 325 823 1764 533 1865 240 12514 3203 1567 6973 517 621 internal_value=-5.3745e-05 -0.000119318 -0.00936937 -4.53722e-05 -0.000674664 0.000422202 0.000532033 0.00427907 0.0110484 0.00175439 0.000388953 -0.00037564 0.000963565 -0.00184116 0.0013799 -0.000569164 -0.00125385 0.00274895 -0.0027663 -0.00245265 0.000612354 0.00202245 -7.38007e-05 -0.00287195 0.00263202 -0.00313606 -0.0039413 0.0014437 -0.00114862 -0.00138954 internal_weight=84473 83977 666 83311 35514 47797 46764 1720 496 171 45044 19327 25717 3324 22393 5552 5200 1426 3774 6230 13097 16841 3794 1929 13047 5593 4770 9254 2281 3843 internal_count=84473 83977 666 83311 35514 47797 46764 1720 496 171 45044 19327 25717 3324 22393 5552 5200 1426 3774 6230 13097 16841 3794 1929 13047 5593 4770 9254 2281 3843 is_linear=0 shrinkage=0.04 Tree=173 num_leaves=31 num_cat=0 split_feature=19 28 3 2 19 0 28 15 0 30 3 15 22 20 9 15 29 32 9 23 9 21 20 30 13 28 3 0 10 1 split_gain=35.9394 34.3327 16.7543 15.9877 25.3037 16.3318 15.2297 17.4112 17.6462 14.6008 14.3371 14.2783 13.6909 14.4243 12.9758 14.6795 12.8211 12.6613 12.2993 23.1805 22.3017 19.4859 16.8096 14.105 12.8023 12.7699 12.0751 19.3584 16.2782 18.7029 threshold=26453.600000000002 12152.10306833303 10.500000000000002 2.5000000000000004 14687.043500000002 19.500000000000004 16852.128118263947 22722.002500000006 20.500000000000004 492.80080014037742 357.50000000000006 12592.888750000002 13377.467500000001 15856.966500000002 -0.91597561503675329 17454.410750000003 20604.869946384795 1193.8373259993125 -0.5 537.41224999999952 1.0000000180025095e-35 18041.531000000006 23260.973750000001 340.95608111853102 0.92602006027323147 14665.253411049778 308.50000000000006 16.500000000000004 -0.12940952255126037 1.0000000180025095e-35 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 -1 14 5 12 10 -7 9 -9 -8 26 -6 13 -5 -3 -16 -11 -13 19 21 25 -19 -22 24 -24 -20 28 -28 -4 -30 right_child=-2 2 3 4 11 6 7 8 -10 16 -12 17 -14 -15 15 -17 -18 18 20 -21 22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-15.175110430235145 10.360136380733021 -1.4924180950995651 -0.058908413791505153 -3.2733156342966687 4.3504458363238516 -2.6705849788342313 0.23958775850704114 -4.1829883229931877 0.20645569883447024 -1.93137740318547 -1.5292806088289945 -1.8738335283735796 -0.5491282788005265 1.6051450202090565 0.066845135348485199 2.9668950410161052 0.014620715163764545 0.81158068724558685 -2.7810278463277065 -1.6834831198463507 -0.14267736797970429 -0.012148990720452276 0.66901943247125017 3.1089628582644218 -4.431751263809856 -0.61171577874294603 1.5847847251995699 -1.1822210005114904 -0.26064010967733336 0.63587603154279349 leaf_weight=333 331 219 13961 661 185 353 3448 516 303 615 634 445 1866 80 624 983 653 4733 295 1347 18456 9335 1853 409 113 7017 2835 503 2843 8524 leaf_count=333 331 219 13961 661 185 353 3448 516 303 615 634 445 1866 80 624 983 653 4733 295 1347 18456 9335 1853 409 113 7017 2835 503 2843 8524 internal_value=-4.28539e-05 -9.4602e-05 -4.36707e-05 -0.000128075 -0.000612459 0.000516085 -0.00140625 -0.000892502 -0.00627595 4.24088e-05 0.000902389 -0.00038653 -0.00444189 -0.00904184 0.00374589 0.00499067 -0.00362776 -0.000433152 -0.000364571 0.000543626 -0.000862026 0.0010236 -0.000194902 0.00297263 0.00156663 -0.00276258 0.00103398 0.00329539 0.000735944 0.00185977 internal_weight=84473 84142 83809 81983 46795 35188 5888 5535 819 4716 29300 44188 2607 741 1826 1607 1268 44003 43558 15415 28143 14068 20831 2375 1966 7312 28666 3338 25328 11367 internal_count=84473 84142 83809 81983 46795 35188 5888 5535 819 4716 29300 44188 2607 741 1826 1607 1268 44003 43558 15415 28143 14068 20831 2375 1966 7312 28666 3338 25328 11367 is_linear=0 shrinkage=0.04 Tree=174 num_leaves=31 num_cat=0 split_feature=34 28 34 10 13 24 3 33 10 1 9 9 9 28 30 0 28 13 13 0 23 1 30 30 1 0 24 33 9 14 split_gain=34.5639 32.368 15.8934 28.3232 19.475 18.3179 16.1819 13.7077 13.5055 13.3882 12.7143 12.5891 20.0701 25.9723 17.5711 25.3933 22.4102 19.7262 19.2622 15.7734 15.4685 14.7517 28.323 14.4639 28.9822 29.9031 28.7198 25.6856 23.1318 14.1135 threshold=26999.665000000005 12152.10306833303 17774.932500000006 0.60355339059327384 0.82414472752956958 1132.8459999999998 143.50000000000003 12607.363500000001 0.1294095225512602 2.5000000000000004 0.91597561503675362 -0.5 1.0000000180025095e-35 23889.383416921202 124.12121207837291 19.500000000000004 22567.36053741425 -0.79384350655589164 0.88621069759564464 20.500000000000004 1018.8672500000004 1.0000000180025095e-35 479.12341686379733 323.68458316081779 1.0000000180025095e-35 5.5000000000000009 2730.0715000000005 16696.710000000003 0.37940952255126054 0.74298546529340237 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 -1 3 5 6 10 -5 -6 -2 11 -3 14 -13 23 -4 18 17 -17 -16 -18 -15 22 -19 27 26 -26 -25 28 -14 -27 right_child=8 2 9 4 7 -7 -8 -9 -10 -11 -12 12 13 20 15 16 19 21 -20 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31 leaf_value=-14.568106013025755 17.231137662052863 0.080584678739105589 -0.026087113588728245 0.86533408722789318 -4.7569973208558807 -1.5203677114908352 -1.140993105390735 -0.39267016014262479 1.1103493449687813 -0.21572265518829226 3.788696445279784 -0.40599671816151384 0.50827778364051479 1.2396257124187833 1.3677484060748974 -0.76910436522186498 -3.8800389778708633 2.8372713923246922 3.6739074071780489 0.27685563542952879 8.358320329076669 0.23312789131770842 -0.40484762196458179 1.4257282808700984 4.743247913640225 -0.73358210294056336 5.1146351896320992 -0.86052073774575544 -0.14967284731894323 1.537695492615021 leaf_weight=333 276 2013 8599 263 425 611 1585 166 220 19498 571 9694 6057 869 3844 1166 560 918 1073 237 201 2924 411 1103 523 2587 604 2322 14077 743 leaf_count=333 276 2013 8599 263 425 611 1585 166 220 19498 571 9694 6057 869 3844 1166 560 918 1073 237 201 2924 411 1103 523 2587 604 2322 14077 743 internal_value=-4.42745e-05 -0.000106458 -5.69078e-05 -0.00210863 -0.00535465 0.000369327 -0.00333333 -0.0116751 0.0104839 9.12703e-05 0.00184211 0.000393765 -2.4755e-05 0.000500584 0.0012163 0.00226534 0.000566281 0.00148736 0.00441326 -0.00569636 0.00661682 0.002751 0.0062453 0.00026699 0.00209353 0.000171295 0.00643234 -0.000185251 0.000274163 -0.00122523 internal_weight=84473 83977 83644 5634 2439 3195 1848 591 496 78010 2584 58512 38780 29086 19732 11133 6216 5419 4917 797 1070 4253 1329 28016 5560 3853 1707 22456 20134 3330 internal_count=84473 83977 83644 5634 2439 3195 1848 591 496 78010 2584 58512 38780 29086 19732 11133 6216 5419 4917 797 1070 4253 1329 28016 5560 3853 1707 22456 20134 3330 is_linear=0 shrinkage=0.04 Tree=175 num_leaves=31 num_cat=0 split_feature=28 24 34 31 2 9 9 28 28 15 0 14 13 0 14 0 13 1 20 24 23 14 18 30 23 14 24 1 0 30 split_gain=31.9394 49.3029 30.3282 13.9206 13.2705 13.1209 32.4597 29.8741 17.1685 16.1751 15.7345 38.2935 29.398 35.1376 36.4231 25.5238 23.3107 21.9391 22.6564 19.6428 19.3222 18.7906 16.7827 16.2745 14.8118 14.6319 27.4069 14.439 14.041 13.985 threshold=12916.988773168969 -586.86950000000058 26999.665000000005 14090.668192708335 1.0000000180025095e-35 -0.5 1.0000000180025095e-35 24075.570481158906 14665.253411049778 22261.429250000005 16.500000000000004 0.36447543099728863 0.54219432480460406 20.500000000000004 0.44312301391210612 18.500000000000004 -0.39036798905311365 1.0000000180025095e-35 21928.585500000005 -645.37949999999898 -296.49200000000013 1.0000000180025095e-35 20170.152750000005 90.286910347151689 564.77650000000187 -0.89404254237865755 550.40599999999915 1.5000000000000002 19.500000000000004 485.82691111126024 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 -1 3 -2 -5 10 8 -8 -7 29 11 22 13 14 25 23 19 -17 28 -15 -13 -20 -6 -14 -25 -12 -27 -18 -19 -10 right_child=2 -3 -4 4 5 6 7 -9 9 -11 12 20 15 16 -16 17 27 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-5.0068775993029702 -2.1851598505233416 0.12313875360014208 8.1163747171153222 0.38054377206848589 0.49273887243103676 -2.6208515655475275 -0.03574334890727187 2.1685542131499096 -0.28361246691856651 -1.8800519778832676 -0.84927221697420463 -0.079158843180266558 0.19008460479381029 0.32805955218544114 -1.7986706204165968 1.1688036711547465 2.2071380030082217 1.6846907093997288 3.4034732643805912 -2.0117171881951799 3.3574789614348992 -2.9476467664261143 -0.70525476395821896 3.4812752856535374 0.48509664284341852 1.3260717721864057 -1.5231666884981678 0.37121626493011717 -0.20026740859750136 -3.6872367969938207 leaf_weight=704 619 961 496 11450 2318 506 33538 1000 9692 1356 1585 496 795 1187 2896 1170 869 468 96 669 1760 606 1394 1194 353 1739 1007 868 2340 341 leaf_count=704 619 961 496 11450 2318 506 33538 1000 9692 1356 1585 496 795 1187 2896 1170 869 468 96 669 1760 606 1394 1194 353 1739 1007 868 2340 341 internal_value=-5.23244e-05 -0.00553754 5.79654e-05 -1.45787e-06 4.38226e-05 -0.000162009 -0.000553486 6.71724e-05 -0.00235561 -0.0020353 0.000601428 0.00237936 6.7257e-06 -0.00130129 -0.00290854 0.00202222 0.00193153 0.000316239 -0.00126496 -0.00118534 0.00648936 -0.00769231 -0.000118534 0.00543126 0.00782159 -0.00058647 0.0011799 0.00526195 0.00034188 -0.00148111 internal_weight=84473 1665 82808 82312 81693 70243 46433 34538 11895 11389 23810 5968 17842 10820 7227 7022 3593 4680 3510 1856 2256 702 3712 2342 1547 4331 2746 1737 2808 10033 internal_count=84473 1665 82808 82312 81693 70243 46433 34538 11895 11389 23810 5968 17842 10820 7227 7022 3593 4680 3510 1856 2256 702 3712 2342 1547 4331 2746 1737 2808 10033 is_linear=0 shrinkage=0.04 Tree=176 num_leaves=31 num_cat=0 split_feature=28 15 32 2 19 33 10 3 15 34 23 30 24 27 13 9 19 10 27 30 28 30 10 28 28 28 30 16 18 17 split_gain=31.4721 29.5932 14.3714 13.9423 20.2022 14.1822 14.8016 13.4529 12.3436 12.2442 15.1579 11.2167 10.5647 10.742 18.5615 17.8634 15.3914 16.5427 15.7326 18.5367 17.6844 21.4144 12.8418 12.6924 13.3311 13.848 12.4711 12.921 16.0632 15.2618 threshold=12152.10306833303 26452.907500000005 1041.7907207751375 3.5000000000000004 14446.768000000002 12893.190000000002 0.37940952255126048 354.50000000000006 12592.888750000002 26133.473750000005 434.41749999999962 999.71168524896132 4757.6867500000017 -103.99675000000023 0.43733377705052551 -0.91597561503675329 23048.338750000003 -0.78656609248549325 569.76375000000019 22.837691842521206 17802.98248435817 633.14466143343873 -0.37940952255126015 20653.040901897457 18437.868605845921 18839.086057082455 42.674423497922525 23828.983750000003 17533.752500000006 19646.048750000005 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 -2 7 5 6 -5 9 -6 11 -11 12 13 14 22 -16 18 -18 19 -15 -20 -22 -4 24 -23 -26 -17 28 -28 -30 right_child=1 -3 3 4 8 -7 -8 -9 -10 10 -12 -13 -14 16 15 26 17 -19 20 -21 21 23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-13.785106668532608 -2.9596070592822072 11.483158555336995 0.74504080314378374 -0.28575783350413986 3.5846750760680881 0.033863674831518441 -3.0252037204397495 -1.2361007555019023 -0.10985236572189024 0.70040801035967892 10.439420720058479 5.0574452578963252 3.0058420029842821 -0.40220970438273074 0.9576479711248248 0.35859861449556774 -0.28945260273903844 2.2896303882608482 -1.3500294068723089 0.34936589373595778 -0.65816350084438457 3.4032351976991779 -0.1915400332120771 4.7682839123927989 -3.5398671414089042 0.97738151429482967 -2.3567479723031286 -2.2036050551472726 1.6707193279125203 -0.54693387788509429 leaf_weight=333 297 332 5115 288 209 510 658 1050 34027 569 172 293 313 1588 805 637 646 1405 1644 18947 2401 220 4628 236 135 511 1359 600 665 3880 leaf_count=333 297 332 5115 288 209 510 658 1050 34027 569 172 293 313 1588 805 637 646 1405 1644 18947 2401 220 4628 236 135 511 1359 600 665 3880 internal_value=-3.95393e-05 9.03256e-06 -3.81825e-05 -6.94519e-06 -0.000605178 -0.00521978 -0.00811839 0.000439574 -0.000408926 0.000540101 0.00564103 0.000457982 0.000408003 0.000357536 -0.000412686 -0.00184747 0.000848808 0.00418333 0.000582509 0.00107816 -0.00139499 0.000211248 0.000757467 0.00482759 0.00258661 -0.000309598 -0.00248425 -0.00300738 -0.00243902 -0.00129813 internal_weight=84473 84140 83808 83511 35692 1456 946 47819 34236 46769 741 46028 45735 45422 17689 7946 27733 2051 25682 20535 5147 3503 9743 1102 866 646 7141 6504 5904 4545 internal_count=84473 84140 83808 83511 35692 1456 946 47819 34236 46769 741 46028 45735 45422 17689 7946 27733 2051 25682 20535 5147 3503 9743 1102 866 646 7141 6504 5904 4545 is_linear=0 shrinkage=0.04 Tree=177 num_leaves=31 num_cat=0 split_feature=28 34 34 10 30 24 18 24 35 28 25 28 30 10 1 10 0 10 30 23 27 10 33 24 27 13 30 30 30 9 split_gain=30.2091 28.7225 13.4574 25.2508 18.9699 17.3992 16.11 13.1346 13.5848 12.5907 12.5567 17.1389 11.5849 17.396 11.3059 13.1066 46.2459 35.8247 28.5053 12.6942 12.4845 14.8757 14.8203 18.3461 14.5045 13.0567 12.9682 12.625 12.264 14.5388 threshold=12152.10306833303 26999.665000000005 17774.932500000006 0.60355339059327384 102.92843420590556 981.66300000000058 16136.294000000002 484.15424999999965 22382.528684895835 13044.508713858109 -1654.5612500000004 13618.961938426417 106.08796890453527 -0.70710678118654757 2.5000000000000004 -0.9159756150367534 12.500000000000002 -0.78656609248549325 62.895296004515885 -267.60899999999941 -232.10000000000034 -0.60355339059327384 17050.855000000003 718.67750000000171 658.18650000000173 0.52766072109828632 387.234946267238 81.756621987701905 577.15728802371325 -0.78656609248549303 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 3 5 9 12 -6 8 -3 -5 -4 -12 -2 -14 -13 16 -16 19 -18 -17 21 27 23 24 25 -22 -25 -19 29 -23 right_child=1 7 10 4 6 -7 -8 -9 -10 -11 11 14 13 -15 15 17 18 20 -20 -21 22 28 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-13.233702401791307 -0.15221158326075965 7.6393839559590564 0.36231965393824794 -1.6367694771932657 -4.1769667400446266 -1.2593131476732378 -0.90134157723859976 18.788472351534583 -1.5964819345818251 0.88199372235416373 -1.4981485278297624 0.060822552489262306 -2.6330489972605573 2.6867809925073378 0.14147706169664162 0.61478789290049463 0.40635509840722078 -0.67585508554402629 -7.5023146288203133 3.2944438564429586 -0.21439952834014547 -1.7341576577918749 1.1119456847690163 -2.9956394040753369 -2.2047100923273684 0.57519126164537737 -0.28928375079180113 -6.5044714794609177 -5.6411562738256178 0.14083573689116746 leaf_weight=333 1122 218 12703 304 634 749 1080 145 133 421 1052 48185 265 1059 1259 638 146 234 499 629 3564 1104 969 925 590 2371 809 313 133 1887 leaf_count=333 1122 218 12703 304 634 749 1080 145 133 421 1052 48185 265 1059 1259 638 146 234 499 629 3564 1104 969 925 590 2371 809 313 133 1887 internal_value=-4.80627e-05 -4.75398e-07 -5.73861e-05 -0.00194533 -0.00501025 0.000394366 -0.00730455 0.00959677 0.00541311 0.000413793 7.89642e-05 -0.000144854 0.0020278 0.00456193 -6.19407e-05 -0.000980709 -0.00409664 -0.000561909 -0.0128062 0.00585635 -0.00119234 -0.00316535 -0.000407456 -0.000956532 1.53257e-05 0.000609941 -0.00461361 -0.00925046 -0.00209987 -0.00157138 internal_weight=84473 84140 83644 5634 2439 3195 1714 496 351 725 78010 65307 2446 1324 64255 16070 1904 14166 645 1267 12899 3671 9228 8259 6525 5935 1734 547 3124 2991 internal_count=84473 84140 83644 5634 2439 3195 1714 496 351 725 78010 65307 2446 1324 64255 16070 1904 14166 645 1267 12899 3671 9228 8259 6525 5935 1734 547 3124 2991 is_linear=0 shrinkage=0.04 Tree=178 num_leaves=31 num_cat=0 split_feature=28 34 32 16 28 18 24 1 0 23 30 10 0 30 10 10 0 1 35 15 28 3 29 30 0 30 1 18 24 24 split_gain=29.5874 28.751 13.4276 13.3712 26.4203 22.7134 13.1346 12.9099 14.6543 20.7538 18.3755 14.0078 56.5878 28.2713 17.2663 23.5494 12.9835 23.2278 12.7858 12.6773 12.3115 11.2712 12.8459 31.6216 10.4319 10.4109 11.1306 10.3916 17.0135 10.2835 threshold=12152.10306833303 26999.665000000005 1041.7907207751375 12390.690000000001 12916.988773168969 13775.090000000002 484.15424999999965 2.5000000000000004 18.500000000000004 -1179.4325000000006 382.83309963825548 -0.9159756150367534 12.500000000000002 62.895296004515885 -0.70710678118654757 -0.60355339059327384 1.0000000180025095e-35 1.0000000180025095e-35 22382.528684895835 20925.988500000003 14426.416639559577 341.50000000000006 21016.391836323684 128.0182370224644 20.500000000000004 906.87769618380878 1.5000000000000002 14950.500000000002 -125.66750000000046 4757.6867500000017 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 -2 -4 5 -5 18 16 11 19 -11 12 -9 -14 27 -16 17 -6 -3 -10 -19 22 -17 -24 -12 29 -27 -13 -29 -18 right_child=1 6 3 4 7 -7 -8 8 9 10 24 14 13 -15 15 21 25 20 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-12.704354305719681 -2.8051691138213939 7.333808597720636 3.0577584661752191 0.00098922962584765636 -1.598872519227807 -3.5391849439393264 18.036933457473207 0.43139628530247137 -0.077851045880961464 -0.75765456750348681 -5.2394784888192953 -1.2734653070640707 0.15919202640987351 -6.5923783319724318 -2.7336727873721975 -0.040650475413494862 0.083137920309454785 -2.1857111777575482 -1.5326226571985171 1.3975002095464151 0.2640976171454531 -1.532026072675726 -0.35921018644119612 4.9599829199616217 -2.5813639986484485 6.0609814056716278 0.11074572546393029 0.18119495547543921 2.6499138644396592 3.446920620360761 leaf_weight=333 297 218 382 467 859 555 145 1743 991 2331 183 194 226 647 872 8212 58150 199 133 210 1519 563 706 569 618 235 239 1272 1150 255 leaf_count=333 297 218 382 467 859 555 145 1743 991 2331 183 194 226 647 872 8212 58150 199 133 210 1519 563 706 569 618 235 239 1272 1150 255 internal_value=-5.23244e-05 -5.22938e-06 -6.21682e-05 -3.19148e-05 -6.6293e-05 -0.00645793 0.00959677 1.3424e-05 -0.000856153 -0.00292176 -0.00463602 -0.000302092 -0.00298165 -0.0112944 0.000215689 -0.000483428 0.000303306 -0.00247575 0.00541311 0.00154871 0.000209546 6.36816e-05 0.000390007 0.00412549 -0.00986267 0.000424939 0.00632911 0.00313456 0.00384806 0.000377023 internal_weight=84473 84140 83644 83347 82965 1022 496 81943 20487 4333 3132 16154 2616 873 13538 10922 61456 2577 351 1201 1718 10050 9487 1275 801 58879 474 2616 2422 58405 internal_count=84473 84140 83644 83347 82965 1022 496 81943 20487 4333 3132 16154 2616 873 13538 10922 61456 2577 351 1201 1718 10050 9487 1275 801 58879 474 2616 2422 58405 is_linear=0 shrinkage=0.04 Tree=179 num_leaves=31 num_cat=0 split_feature=15 28 24 24 30 27 33 1 24 30 24 34 10 3 9 20 30 34 9 14 9 9 28 15 28 10 1 1 30 6 split_gain=28.7006 27.9392 30.8643 12.6751 11.7765 12.0274 30.6385 23.6816 37.5415 14.8275 12.5187 12.0356 14.2897 11.5747 13.2175 10.574 9.82629 17.3084 13.7589 54.2294 14.0229 24.1622 26.1321 20.3751 18.4937 21.8892 60.0472 36.1864 20.967 18.2129 threshold=26452.907500000005 12620.403450404347 -456.32250000000016 4757.6867500000017 999.71168524896132 569.76375000000019 17476.596500000003 1.0000000180025095e-35 2730.0715000000005 415.08111354901916 -586.86950000000058 16366.157500000003 0.60355339059327384 10.500000000000002 -0.91597561503675329 16143.102000000001 547.12667486166038 24218.835000000003 0.98296291314453421 0.31595530242620651 -0.5 1.0000000180025095e-35 24075.570481158906 22197.025000000005 16005.178574206699 -0.9159756150367534 1.0000000180025095e-35 1.0000000180025095e-35 382.83309963825548 1.0000000180025095e-35 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 15 4 5 11 7 8 10 -8 -7 12 -3 14 -13 -1 18 -18 20 -20 -15 23 29 24 28 27 -27 -26 -22 -23 right_child=-2 3 -4 -5 -6 6 9 -9 -10 -11 -12 13 -14 16 -16 -17 17 -19 19 -21 21 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-5.9569328414593841 10.873464049610993 -0.058734994502010522 0.33632516058736656 3.0407796641849565 4.3597098076214751 -1.5168997057593516 -1.3171841577423038 -1.1806390344326065 4.2427720439250702 5.4281210518113223 0.41004966334017812 -1.5263236514580059 -4.1465778656123442 0.19921325240648002 1.6201070280300338 0.77833139974434751 -1.6857853550399886 3.3323862950049805 5.5532038170822489 -1.5612675527936517 -0.61108326299759941 0.033504490241903113 2.045453572316037 -1.8204786798397254 2.0128415632664836 -1.12252730137021 0.61202229573267686 -1.9893240881378733 -3.6078432719996636 -2.1851391316051743 leaf_weight=460 332 415 466 331 332 498 67 5800 421 238 1529 182 328 24469 1383 73 1516 197 553 433 2064 29971 1117 1560 554 1779 4909 1636 337 523 leaf_count=460 332 415 466 331 332 498 67 5800 421 238 1529 182 328 24469 1383 73 1516 197 553 433 2064 29971 1117 1560 554 1779 4909 1636 337 523 internal_value=-5.09038e-05 -9.72178e-05 -0.00674675 -1.73198e-05 -4.85443e-05 -7.88079e-05 -0.00149889 -0.00195926 0.00133987 0.0109508 -0.000917612 8.54909e-05 -0.00497981 0.000136917 0.00353994 -0.0133208 6.25541e-05 -0.00293053 0.000135899 0.00482759 6.87764e-05 -0.000354556 0.00023979 -0.0018179 -0.00122529 -0.000382969 0.000753589 -0.00385388 -0.00433986 1.9676e-05 internal_weight=84473 84141 999 83142 82811 82479 8553 8248 2448 305 2027 73926 743 73183 1565 533 71618 1713 69905 986 68919 44450 31611 12839 11279 8878 6688 2190 2401 30494 internal_count=84473 84141 999 83142 82811 82479 8553 8248 2448 305 2027 73926 743 73183 1565 533 71618 1713 69905 986 68919 44450 31611 12839 11279 8878 6688 2190 2401 30494 is_linear=0 shrinkage=0.04 end of trees feature_importances: ema_4step=1177 rolling_std_4step=778 hour=559 diff_1h=318 sin_hour=293 cos_hour=285 quarter=209 diff_2h=197 cos_day_of_year=136 day_of_week=134 rolling_max_24h=131 acceleration_1h=129 lag_1h=108 rolling_mean_24h=108 sin_day_of_year=97 lag_7d=74 day_of_year=73 lag_2h=71 rolling_min_24h=70 lag_48h=66 rolling_mean_7d=60 lag_24h=49 sin_day_of_week=43 rolling_std_24h=43 lag_4h=39 ema_12step=38 lag_3h=30 diff_24h=30 lag_14d=21 is_evening_peak=13 is_holiday=11 rolling_std_7d=5 is_morning_peak=2 diff_7d=2 cos_day_of_week=1 parameters: [boosting: gbdt] [objective: quantile] [metric: quantile] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 180] [learning_rate: 0.04] [num_leaves: 31] [num_threads: 16] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.5] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_device_id_list: ] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]