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] none [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] [-500:872.96000000000004] [-500:872.96000000000004] [-500:872.96000000000004] [-500:872.96000000000004] [-500:872.96000000000004] [-500:872.96000000000004] [-500:872.96000000000004] [-500:872.96000000000004] [-251.69999999999999:286.92999999999995] [-389.56999999999999:376.49000000000001] [-588.75:490] [-725.16000000000008:735.06000000000006] [-349.98000000000013:401.49000000000001] [-366.5586898278367:718.90672709321245] [-211.26263445789232:542.48013763730967] none [-75.367083333333326:357.04624999999993] [5.2991467558969498:237.12755413543471] [-500:144.90000000000001] [18.469999999999999:872.96000000000004] [30.111488095238094:173.505] [11.45928802856492:144.18380568201829] tree_sizes=2650 2798 2805 2808 2820 2818 2828 2813 2840 2830 2817 2826 2843 2820 2831 2820 2816 2817 2840 2828 2822 2828 2840 2836 2804 2832 2835 2823 2847 2845 2790 2806 2793 2832 2847 2836 2838 2851 2858 2853 2855 2847 2842 2836 2804 2845 2869 2850 2832 2848 2850 2863 2852 2862 2832 2856 2841 2854 2863 2829 2821 2864 2832 2860 2841 2862 2868 2853 2871 2871 2868 2864 2824 2835 2869 2859 2820 2865 2868 2867 2877 2841 2852 2841 2834 2858 2860 2892 2871 2852 2866 2867 2860 2861 2868 2863 2863 2876 2875 2851 2847 2873 2841 2877 2857 2868 2858 2906 2878 2868 2846 2860 2865 2846 2869 2864 2857 2899 2894 2882 2879 2868 2876 2866 2863 2853 2858 2839 2868 2857 2890 2885 2846 2899 2859 2878 2865 2860 2853 2870 2885 2900 2876 2857 2897 2879 2862 2870 2884 2902 2902 2871 2873 2875 2867 2841 2870 2902 2893 2901 2891 2838 2883 2898 2882 2864 2847 2937 2867 2858 2867 2841 2885 2859 2868 2865 2844 2871 2856 2848 Tree=0 num_leaves=31 num_cat=0 split_feature=15 24 15 15 23 15 9 23 24 23 24 21 15 23 15 7 15 9 9 23 28 27 34 15 35 20 9 23 10 2 split_gain=1249.02 77.0284 44.9473 37.8956 32.0591 9.82094 20.7274 9.66092 7.92849 7.2741 4.65073 4.40781 4.31828 15.1195 3.65064 3.53673 3.50725 3.42913 3.38233 3.35835 3.10805 3.0886 3.04263 2.92207 2.64944 2.60357 2.60251 2.30733 2.25017 2.24953 threshold=17.155000000000005 1.1000000000000052 36.195000000000007 -1.5699999999999998 -20.634999999999998 0.092500000000000013 -0.60355339059327362 2.6749999999999905 4.1050000000000049 -6.6650000000000116 -49.864999999999995 71.010000000000005 55.140000000000008 -26.119999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 30.065000000000005 0.91597561503675362 -0.70710678118654735 -13.919999999999993 14.09051639579655 1.3949999999999927 106.04500000000002 25.425000000000004 73.692767857142869 80.335000000000022 -0.37940952255126059 2.5049999999999959 -0.78656609248549325 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=1 5 4 11 10 18 20 17 22 23 -2 -3 13 15 25 -4 28 26 -1 -15 -7 -13 -5 -6 -25 -10 -8 -16 -12 -19 right_child=2 3 12 8 9 6 7 -9 14 -11 16 21 -14 19 27 -17 -18 29 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=12.45424032602072 12.813760335918666 11.916160324718954 13.054400330758094 12.888200331756472 12.986560335912705 12.897400329336524 12.854400329631567 13.060560333433152 12.854400329589843 13.48692035786093 12.113200332134964 12.537600336229801 15.532640339905228 13.22984034383059 12.871320330323577 12.794200331845879 13.230800331574677 12.909600330710411 10.680200388315267 14.228320347433192 13.198080320705175 12.27072035744667 12.856800329959393 12.966320331852435 13.494000328356028 13.294400340580939 12.822000329494477 13.654400329589844 13.045480327753424 12.858360329675078 leaf_weight=79 79 117 41 36 57 26 71 20 24 342 26 31 16849 160 20 36 23 51 956 927 62 34 57 59 50 21 428 154 20 30 leaf_count=79 79 117 41 36 57 26 71 20 24 342 26 31 16849 160 20 36 23 51 956 927 62 34 57 59 50 21 428 154 20 30 internal_value=13.39 13.3616 13.3934 13.3755 13.3831 13.3576 13.3613 13.3587 13.384 13.3879 13.3667 13.361 13.3937 13.3914 13.3882 13.3743 13.3743 13.3577 13.3552 13.3926 13.3795 13.3694 13.3742 13.381 13.3848 13.378 13.3565 13.3908 13.3679 13.3654 internal_weight=20886 2217 18669 494 656 1723 688 600 312 508 148 182 18013 1164 219 77 69 580 1035 1087 88 65 93 166 109 45 499 174 46 81 internal_count=20886 2217 18669 494 656 1723 688 600 312 508 148 182 18013 1164 219 77 69 580 1035 1087 88 65 93 166 109 45 499 174 46 81 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=15 23 15 15 23 9 24 27 33 23 31 9 15 15 23 24 2 7 15 23 0 29 31 10 15 33 18 21 15 35 split_gain=1230.13 77.9813 56.3049 41.7522 32.4342 10.3446 9.71183 8.57508 5.84325 5.65791 5.45703 5.11679 4.7366 4.37114 15.0589 4.3253 4.31672 3.53673 3.50725 3.31233 3.23094 2.90672 2.28808 2.25017 2.21107 1.87983 1.61368 1.58955 1.57988 1.57563 threshold=17.155000000000005 0.57999999999999929 -0.044999999999999991 36.195000000000007 -20.634999999999998 -0.78656609248549303 4.6699999999999955 0.67500000000000437 4.0150000000000006 -6.6650000000000116 60.728958333333338 -0.60355339059327362 -5.2899999999999991 55.140000000000008 -26.119999999999997 -49.864999999999995 5.5000000000000009 1.0000000180025095e-35 30.065000000000005 -13.919999999999993 13.500000000000002 63.941219021849911 75.831666666666678 -0.78656609248549325 5.120000000000001 13.390000000000002 2.3200000000000007 96.115000000000023 25.425000000000004 67.726279761904777 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 7 4 15 10 16 12 -7 21 -1 -10 -3 14 17 -2 22 -5 23 -16 -18 28 24 -17 26 -13 -4 -9 -6 -14 right_child=3 2 6 13 9 8 -8 27 11 -11 -12 25 29 -15 19 18 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.3465695888830653 -0.55319040710792533 -1.6682463941715711 -0.4332563309935904 -0.3221760120620733 -0.44266241366300585 -2.0392879620458717 0.16003329501346136 -1.497786741145658 -0.24468320913450761 0.09304321395664808 -0.4981696130408288 -0.51835841316394804 -0.48053217224076278 2.0569343967191758 -0.1537535995124768 -1.2257280107402786 -0.45500721155970092 -0.57196801101779937 -0.15283201127815318 0.80478720394601999 -0.45901985343932644 -0.042680970502069274 0.29895678020043526 -0.33073921494655595 -0.036599993916153081 -0.33568001895546895 -0.50772321226432326 -0.74718881801898507 -0.31645280887229371 -0.44297599862957043 leaf_weight=28 79 32 43 41 37 1335 165 202 22 342 43 125 30 16849 160 26 26 36 23 927 20 67 22 20 30 31 22 20 62 21 leaf_count=28 79 32 43 41 37 1335 165 202 22 342 43 125 30 16849 160 26 26 36 23 927 20 67 22 20 30 31 22 20 62 21 internal_value=1.83857e-05 -0.0281516 -0.0162844 0.00336365 -0.00654878 -0.0328939 -0.00478049 -0.0286557 -0.0335942 -0.00174803 -0.0179718 -0.0267865 -0.0176867 0.00372464 0.00135395 -0.023027 -0.0117055 -0.0157403 -0.0157101 0.00256486 -0.022087 -0.00780723 -0.00762393 -0.022087 -0.0103158 -0.0293333 -0.0144615 -0.0327568 -0.0121616 -0.0101176 internal_weight=20886 2217 633 18669 656 1584 328 305 1513 508 71 178 83 18013 1164 148 163 77 69 1087 46 166 117 46 95 156 65 222 99 51 internal_count=20886 2217 633 18669 656 1584 328 305 1513 508 71 178 83 18013 1164 148 163 77 69 1087 46 166 117 46 95 156 65 222 99 51 is_linear=0 shrinkage=0.04 Tree=2 num_leaves=31 num_cat=0 split_feature=15 24 15 15 23 15 9 9 9 24 23 23 15 23 21 24 7 15 7 33 34 27 2 23 20 29 20 15 23 19 split_gain=1199.18 74.5415 38.8688 38.7097 28.6707 13.0094 14.9026 9.71663 7.31004 6.71857 5.65131 5.359 4.18903 14.2163 4.17888 4.10136 3.94978 3.78314 3.60882 3.53387 3.17347 3.0886 3.05501 3.00804 2.85091 2.69307 2.60357 2.51517 1.7125 1.58071 threshold=17.155000000000005 1.1000000000000052 -1.5699999999999998 36.195000000000007 -20.634999999999998 4.0050000000000008 -0.37940952255126059 0.91597561503675362 -0.70710678118654735 4.1050000000000049 -14.884999999999998 -6.6650000000000116 55.140000000000008 -26.119999999999997 71.010000000000005 -49.864999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.75499999999999989 107.64500000000002 1.3949999999999927 4.5000000000000009 -13.919999999999993 65.00500000000001 63.941219021849911 80.335000000000022 10.205000000000002 2.5049999999999959 0.092500000000000013 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 14 4 15 8 10 -8 19 20 -7 25 13 16 -3 29 -5 26 -17 24 -4 -16 -9 -15 -1 -6 -11 -12 -19 -2 right_child=3 2 9 12 11 6 7 22 -10 17 27 -13 -14 23 21 18 -18 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.92574682601174862 -0.49006279711934903 -1.3549749482138225 -0.4343107557869324 -0.30928897157959034 -0.41711591298469086 -0.47449524355444811 -0.49254567664428045 -0.1903473637471248 -2.3456364970507759 -0.46847890758961475 -0.45144167276652136 0.089321485398382167 1.9746570208504091 -0.14760345553197773 -0.75157415104237157 -0.21958611066959804 -0.54908929057708733 -0.41636129399737498 -1.3234989146234022 -0.31337892892086389 -0.48246263673235379 -1.023604493349126 -0.37975263586734992 0.77259571578817909 -0.46138301260519904 -0.040973731681986529 -0.098177334432680327 0.0055777808923078839 0.2474226550158678 -0.55074279288831329 leaf_weight=47 24 117 40 41 99 26 278 27 1192 24 38 342 16849 160 31 48 36 20 21 27 53 34 29 927 22 67 21 37 154 55 leaf_count=47 24 117 40 41 99 26 278 27 1192 24 38 342 16849 160 31 48 36 20 21 27 53 34 29 927 22 67 21 37 154 55 internal_value=5.8604e-05 -0.0277546 -0.0140567 0.00336151 -0.00618293 -0.0316819 -0.0257011 -0.0297725 -0.0337019 -0.00548718 -0.0122376 -0.00166929 0.0037091 0.00138832 -0.0287473 -0.0216757 -0.0152208 -0.0016621 -0.0145507 -0.0230833 -0.0144946 -0.0206154 -0.0145714 0.00256486 -0.0278841 -0.00756626 -0.012 -0.00666667 0.00101149 -0.0278987 internal_weight=20886 2217 494 18669 656 1723 435 334 1288 312 101 508 18013 1164 182 148 77 219 69 96 93 65 56 1087 69 166 45 75 174 79 internal_count=20886 2217 494 18669 656 1723 435 334 1288 312 101 508 18013 1164 182 148 77 219 69 96 93 65 56 1087 69 166 45 75 174 79 is_linear=0 shrinkage=0.04 Tree=3 num_leaves=31 num_cat=0 split_feature=15 23 15 15 23 9 15 9 27 24 31 15 17 23 15 7 2 9 0 23 23 7 15 23 15 15 31 16 21 10 split_gain=1179.95 71.2575 56.2615 35.3415 27.3346 9.18846 9.21709 8.89879 8.37126 8.06538 5.45703 4.7366 4.68826 4.23641 16.7606 6.9053 4.20652 4.08096 3.86354 3.51895 3.27206 2.9996 2.97181 2.78135 2.26068 2.25259 2.12435 2.08621 2.02376 1.64298 threshold=17.155000000000005 0.57999999999999929 -0.044999999999999991 36.195000000000007 -16.554999999999996 -0.78656609248549303 4.0050000000000008 -0.37940952255126059 0.67500000000000437 4.6699999999999955 60.728958333333338 -5.2899999999999991 83.545000000000016 -18.13999999999999 62.385000000000005 1.0000000180025095e-35 5.5000000000000009 0.91597561503675362 13.500000000000002 -31.089999999999993 -14.884999999999998 1.0000000180025095e-35 25.425000000000004 -6.6650000000000116 5.120000000000001 8.9950000000000028 66.397500000000022 74.905000000000015 88.52500000000002 -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=1 5 8 4 12 10 -7 20 11 16 -1 -3 21 14 15 29 24 -9 -18 -17 -8 22 -2 26 -4 -22 -6 -21 -10 -5 right_child=3 2 9 13 23 6 7 17 28 -11 -12 -13 -14 -15 -16 19 18 -19 -20 27 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.2556769322872725 -0.37590696651259103 -1.5473175404761554 -0.38006233179462739 -0.30558852588169583 -0.31399903436513521 -2.251811037168745 -0.45551543381227017 -0.47284384957850928 -1.5293358843673037 0.1618273903918595 -0.45216872698522914 -0.40472837511502241 -0.54984940514004454 1.7174307394566501 1.6006308241028437 -0.74568927045158051 -0.40744965664300486 -0.31726393886490672 -0.40540232251638691 -0.44469660658337001 -0.46138400767380222 -0.9556028881840638 -0.12606083076768931 0.085748625982446855 0.029442511803889741 -0.077664771920351469 -0.041793348679103545 -0.38488054572729241 -0.81999708050096876 0.013030706635007319 leaf_weight=28 47 32 78 35 69 1122 26 276 191 165 43 51 55 16371 1421 37 26 38 20 29 23 33 46 342 39 28 64 29 31 91 leaf_count=28 47 32 78 35 69 1122 26 276 191 165 43 51 55 16371 1421 37 26 38 20 29 23 33 46 342 39 28 64 29 31 91 internal_value=8.73314e-05 -0.027502 -0.016158 0.00336365 -0.0057561 -0.0320354 -0.0326953 -0.0274066 -0.0285246 -0.00465854 -0.0179718 -0.0176867 -0.0189834 0.00369578 0.00175883 -0.00848869 -0.0109693 -0.0303949 -0.0212174 -0.0166316 -0.0152208 -0.0147302 -0.0110538 -0.000715789 -0.00694017 -0.00933333 -0.00562406 -0.0104828 -0.0325766 -0.00234921 internal_weight=20886 2217 633 18669 656 1584 1513 391 305 328 71 83 181 18013 1642 221 163 314 46 95 77 126 93 475 117 51 133 58 222 126 internal_count=20886 2217 633 18669 656 1584 1513 391 305 328 71 83 181 18013 1642 221 163 314 46 95 77 126 93 475 117 51 133 58 222 126 is_linear=0 shrinkage=0.04 Tree=4 num_leaves=31 num_cat=0 split_feature=15 23 15 15 23 9 15 9 15 9 24 7 33 23 2 24 18 0 23 15 23 0 31 24 31 15 17 7 24 21 split_gain=1145.55 70.3569 57.3297 32.261 29.0208 10.8381 9.97312 9.03316 9.62111 7.19112 6.8526 4.78153 4.41643 4.31842 4.299 4.22775 3.96365 3.77395 3.67944 14.0425 5.13144 3.37191 2.57954 2.51011 2.0975 2.08096 2.07757 2.07163 2.28601 2.0119 threshold=17.155000000000005 0.57999999999999929 -0.044999999999999991 38.475000000000001 -20.634999999999998 -0.78656609248549303 7.0050000000000008 -0.91597561503675329 -5.2899999999999991 -0.37940952255126059 4.6699999999999955 1.0000000180025095e-35 -0.97499999999999987 -14.204999999999997 5.5000000000000009 -49.864999999999995 40.005000000000003 1.5000000000000002 -18.13999999999999 62.385000000000005 -32.904999999999994 13.500000000000002 84.437083333333348 -17.209999999999997 48.147291666666682 4.0050000000000008 68.625000000000014 1.0000000180025095e-35 -18.860000000000003 68.600000000000009 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 7 4 11 12 22 8 -3 13 14 15 -1 -8 25 -2 24 -6 19 20 -5 -16 -7 -24 -11 -4 -17 28 -19 -29 right_child=3 2 10 18 17 6 9 -9 -10 16 -12 -13 -14 -15 21 26 -18 27 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.83527567435501027 -0.53258358689545249 -0.75847291053648269 -0.38822283403875885 -0.70593298785319958 -0.39740403713360545 -2.1271784644753593 -0.44784124919768004 -1.4682976353310024 -0.34286789397702161 -0.39269291364903264 0.15535429477618512 -0.5263991092312954 -0.20274458783693916 -0.16158485095545999 -0.39115167037728471 -0.28904992020845599 -0.45373009550149157 -0.21468067050459824 1.6703335367438354 1.5366055911387304 -0.2848793547371104 -0.3891862296157314 -0.73678898825459027 -0.32373859317859988 -0.18673009245607627 0.0093537600241387995 0.036910518821793616 -0.39740134968559693 0.27391200265640264 -0.014281354649770678 leaf_weight=42 40 48 70 43 42 1129 21 201 56 34 165 66 29 33 26 32 166 155 16305 1421 162 20 84 25 21 47 23 21 332 27 leaf_count=42 40 48 70 43 42 1129 21 201 56 34 165 66 29 33 26 32 166 155 16305 1421 162 20 84 25 21 47 23 21 332 27 internal_value=0.000133295 -0.027051 -0.0157788 0.00336151 -0.00483469 -0.0315556 -0.0322723 -0.0282623 -0.0186923 -0.0253818 -0.00417073 -0.0198509 -0.0162817 -0.0122963 -0.00998773 -0.0141053 -0.0285792 -0.000644714 0.00369885 0.00188438 -0.00790244 -0.0203478 -0.0338029 -0.0279266 -0.0192727 -0.00591453 -0.00690909 0.000261682 0.00104312 -0.00766667 internal_weight=20886 2217 633 18669 738 1584 1513 305 104 275 328 161 71 54 163 95 221 577 17931 1626 205 46 1238 109 55 117 55 535 487 48 internal_count=20886 2217 633 18669 738 1584 1513 305 104 275 328 161 71 54 163 95 221 577 17931 1626 205 46 1238 109 55 117 55 535 487 48 is_linear=0 shrinkage=0.04 Tree=5 num_leaves=31 num_cat=0 split_feature=15 23 15 15 23 15 24 9 9 15 2 9 24 23 15 23 7 9 28 23 0 14 7 15 24 21 33 15 29 35 split_gain=1099.81 64.852 56.2808 31.2005 27.7778 12.5993 11.211 11.1386 10.2581 9.42297 5.63573 5.43315 5.26761 4.57295 4.37609 14.3572 4.70263 4.14909 4.35165 3.89166 3.65062 2.81888 2.66136 2.56449 2.2918 2.07534 2.05278 1.93083 1.78414 1.62168 threshold=17.155000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 36.195000000000007 -16.554999999999996 4.0050000000000008 4.1050000000000049 -0.91597561503675329 -0.37940952255126059 -5.2899999999999991 5.5000000000000009 0.78656609248549325 -49.864999999999995 -14.884999999999998 62.385000000000005 -26.119999999999997 1.0000000180025095e-35 -0.60355339059327362 5.5600594376911765 -13.919999999999993 14.500000000000002 0.96849880583763492 1.0000000180025095e-35 30.065000000000005 -19.794999999999995 83.50500000000001 -0.18499999999999997 0.58500000000000008 49.606830699289887 76.178526785714297 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 7 4 12 17 10 9 13 -3 21 -10 -2 -7 15 16 -5 18 -1 -17 -12 27 24 26 28 -13 -14 -4 -6 -20 right_child=3 2 6 14 22 8 -8 -9 11 -11 20 25 23 -15 -16 19 -18 -19 29 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.5190514858025996 -0.43991300384041299 -0.71582358712111427 -0.27034221659392321 -0.25785870617485862 -0.33356511446918319 -0.41938116649187218 0.16865813359669621 -1.1587387069945194 -0.43538089178424988 -0.32455102347719028 -0.34956093151865048 -0.27854370545582841 -0.86554790286722938 -0.27711112821378137 1.9231264446630181 -0.19574784271869702 -0.66086517598217531 -2.1398515282231942 -0.33742472728506168 0.69105563832273365 -0.27982666105189635 -0.29536690503391305 -0.38587777360248554 -0.11404441621387516 0.14012217525041926 -0.18628391146058362 -0.30389048417438314 -0.1288200194042993 -0.15211842756222407 -0.22329768599559263 leaf_weight=91 81 51 31 49 22 26 169 279 236 68 44 41 22 57 16104 235 50 891 37 1575 24 27 40 33 313 26 45 92 100 27 leaf_count=91 81 51 31 49 22 26 169 279 236 68 44 41 22 57 16104 235 50 891 37 1575 24 27 40 33 313 26 45 92 100 27 internal_value=0.000198411 -0.0264375 -0.0171975 0.00336151 -0.00520732 -0.0315028 -0.00633592 -0.0277588 -0.0253264 -0.0175126 -0.0123303 -0.0287393 -0.0185414 -0.0128675 0.00367357 0.00186276 -0.0129697 -0.033782 -0.0277419 0.00267403 -0.0218824 -0.008 -0.000126316 -0.0124 0.000781609 -0.0186866 -0.0168955 -0.00543089 -0.00386885 -0.01975 internal_weight=20886 2217 785 18669 656 1432 387 398 386 119 218 303 181 83 18013 1909 99 1046 155 1810 68 150 475 100 435 67 67 123 122 64 internal_count=20886 2217 785 18669 656 1432 387 398 386 119 218 303 181 83 18013 1909 99 1046 155 1810 68 150 475 100 435 67 67 123 122 64 is_linear=0 shrinkage=0.04 Tree=6 num_leaves=31 num_cat=0 split_feature=15 15 23 15 23 24 9 9 9 15 24 7 15 24 15 23 15 23 9 2 0 15 15 15 19 7 3 22 2 31 split_gain=883.858 62.8457 46.4218 28.9966 28.0528 19.2825 8.31707 6.68882 7.55714 6.54226 5.77285 4.5558 4.1691 4.05861 4.0423 3.34245 11.3949 4.55345 3.23683 3.08192 2.94019 2.92302 3.5907 2.75869 2.66164 2.66146 2.46578 2.26867 2.17854 2.0435 threshold=17.155000000000005 -0.80499999999999994 1.6500000000000024 40.005000000000003 -20.634999999999998 -29.144999999999992 -0.91597561503675329 -0.37940952255126059 0.78656609248549325 -5.2899999999999991 -49.864999999999995 1.0000000180025095e-35 0.58500000000000008 4.6699999999999955 1.0000000180025095e-35 -18.13999999999999 74.375000000000014 -31.089999999999993 -0.37940952255126059 5.5000000000000009 1.0000000180025095e-35 0.092500000000000013 1.0000000180025095e-35 0.092500000000000013 43.415000000000006 1.0000000180025095e-35 76.500000000000014 3.9900000000000007 5.5000000000000009 37.55541666666668 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 6 5 4 10 18 9 12 21 -1 -2 -12 -7 14 -4 16 17 25 -3 -10 -6 22 -9 24 -20 -5 -8 -14 -16 -22 right_child=3 2 13 15 20 7 26 8 19 -11 11 -13 27 -15 28 -17 -18 -19 23 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.68203808807058153 -0.41917266704924272 -0.32470772179627377 -0.39871155631227495 -0.034256719753869867 -0.40103438630651611 -0.21138692541765086 -0.89978830480073424 -0.25708585270016387 -0.1367638224621173 -0.32767652361639849 -0.2413658947757821 -1.0298569377144278 -0.31698965782689864 0.02087137691187621 -0.2091544672403747 1.5549951008664675 1.8415762190290632 -0.24338435284106397 -0.38377739437426461 -0.25259639877332624 -0.13658183245788638 -0.32796995533491458 -0.06688915038780259 -0.41796565611287989 -0.56825739644492868 -0.68152677391313943 -2.6283373727784913 -0.048775109605947886 -0.23762731656799749 0.038623883619571517 leaf_weight=53 85 55 24 20 25 124 38 107 124 41 64 26 23 178 62 16227 1294 251 53 84 106 131 25 253 27 46 717 74 24 525 leaf_count=53 85 55 24 20 25 124 38 107 124 41 64 26 23 178 62 16227 1294 251 53 84 106 131 25 253 27 46 717 74 24 525 internal_value=0.000525903 -0.0233523 -0.0180468 0.00336151 -0.00394224 -0.0218519 -0.0319011 -0.0178497 -0.0205435 -0.0206809 -0.0181714 -0.0111111 -0.0121086 -0.00377778 -0.00981818 0.00370176 0.001964 -0.00483281 -0.0289897 -0.0148462 -0.000146341 -0.0250494 -0.0208485 -0.0304745 -0.024 -0.0141818 -0.033298 -0.00589691 -0.00576744 0.000386688 internal_weight=20886 2217 1368 18669 831 1080 849 692 471 94 175 90 221 288 110 17838 1611 317 388 208 656 263 132 333 80 66 755 97 86 631 internal_count=20886 2217 1368 18669 831 1080 849 692 471 94 175 90 221 288 110 17838 1611 317 388 208 656 263 132 333 80 66 755 97 86 631 is_linear=0 shrinkage=0.04 Tree=7 num_leaves=31 num_cat=0 split_feature=15 15 24 15 23 9 23 9 9 16 15 15 24 2 9 23 3 23 24 15 23 15 15 23 25 20 16 15 17 28 split_gain=776.311 61.8974 39.3732 26.4064 27.1973 22.6685 9.86548 8.0533 8.29753 7.26573 6.29869 4.61831 4.35403 3.95385 3.92913 3.684 3.00899 2.97707 3.04507 2.78909 8.08464 2.746 2.72393 3.76695 3.17692 2.6882 2.56914 2.22622 2.16667 2.134 threshold=17.155000000000005 -5.2899999999999991 -29.144999999999992 41.735000000000007 -23.879999999999999 -0.91597561503675329 5.3099999999999961 0.91597561503675362 -0.37940952255126059 -3.4849999999999999 1.405 10.205000000000002 -58.79999999999999 5.5000000000000009 -0.37940952255126059 -9.4299999999999979 166.50000000000003 0.10000000000000073 -2.7950000000000013 63.155000000000008 -14.574999999999994 -1.0000000180025095e-35 0.092500000000000013 0.04999999999999858 -0.68000000000000338 12.635000000000002 91.310000000000016 25.425000000000004 74.905000000000015 2.9876940654840172 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 4 12 21 7 8 9 -7 -8 29 -2 -9 -3 27 -10 18 -15 20 26 -4 23 24 -18 -14 -5 -6 -27 -11 right_child=3 2 5 19 15 6 10 13 16 11 -12 -13 25 17 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-3.1107558838884284 -0.51194593867251392 -0.30961014475562243 -0.29155869212954355 -0.23483158789022118 -0.3210149130133943 -0.28640496348417915 -0.2703453532232753 -0.090700911974431794 -0.29904895398770298 -0.32292067746065911 0.21725730098816839 0.013583118549062981 -0.28952215924665031 -0.28936440085373344 -0.46136124938084089 0.075105800846050674 -0.10955761808375711 -0.24792494390355871 -0.058371072891123359 1.8027710847010383 0.72753923679500687 0.7472024853278364 -0.3174093029544372 -0.33091322862436801 -0.15472890902263209 -0.3789126922852008 -0.64188870110016494 -0.19049981381876455 -0.37592095208731735 -0.18678329454001638 leaf_weight=511 46 67 71 248 57 40 25 113 180 49 71 32 27 20 380 550 79 21 27 16020 1468 107 127 21 40 39 20 155 39 236 leaf_count=511 46 67 71 248 57 40 25 113 180 49 71 32 27 20 380 550 79 21 27 16020 1468 107 127 21 40 39 20 155 39 236 internal_value=0.000704012 -0.0216743 -0.0180164 0.00336151 -0.00327273 -0.0143956 -0.0165735 -0.0177665 -0.0194826 -0.0149356 -0.00433333 -0.0129085 -0.0187815 -0.0101436 -0.0282148 -0.000199475 -0.0231141 -0.0177647 -0.0121702 0.00370264 0.00217972 -0.00116854 -0.0204195 -0.0165714 -0.0138151 -0.0142857 -0.00420895 -0.00467925 -0.0180513 -0.0145263 internal_weight=20886 2217 1706 18669 913 1259 1081 985 804 357 96 317 151 181 447 762 447 68 47 17756 1736 178 267 140 119 105 268 212 78 285 internal_count=20886 2217 1706 18669 913 1259 1081 985 804 357 96 317 151 181 447 762 447 68 47 17756 1736 178 267 140 119 105 268 212 78 285 is_linear=0 shrinkage=0.04 Tree=8 num_leaves=31 num_cat=0 split_feature=15 15 23 15 23 15 9 0 0 23 0 23 15 0 31 7 23 24 21 15 15 15 23 15 23 32 10 10 15 2 split_gain=681.893 51.064 40.5164 25.6966 25.6685 13.7161 11.6178 11.1588 6.93019 4.99954 4.73871 4.59339 4.41733 4.71127 4.15713 4.04298 3.65341 3.61048 3.36484 3.32596 3.03468 4.83208 2.86333 9.77264 3.80994 2.72718 2.65418 2.63697 2.61708 2.53868 threshold=17.155000000000005 -9.9649999999999981 -1.6200000000000021 41.735000000000007 -23.879999999999999 5.120000000000001 -0.37940952255126059 16.500000000000004 6.5000000000000009 1.0000000180025095e-35 4.5000000000000009 -34.749999999999993 0.092500000000000013 8.5000000000000018 75.831666666666678 1.0000000180025095e-35 2.3449999999999993 -19.484999999999996 68.600000000000009 -2.1499999999999999 0.092500000000000013 1.0000000180025095e-35 -14.204999999999997 76.635000000000005 -31.089999999999993 34.178620292905315 0.91597561503675351 -0.78656609248549325 10.205000000000002 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=1 -1 6 4 11 7 28 9 10 12 -8 29 13 -4 27 17 -7 26 -17 -9 21 -10 23 24 25 -5 -6 -11 -3 -2 right_child=3 2 5 22 15 16 8 19 20 14 -12 -13 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.7854136062136421 -0.49049722125117884 -0.26773933487385543 -0.035289599986513959 0.027828116965030129 -0.16521918339298908 -0.21482200400952278 -0.26573399118522917 -0.27330378711692604 -0.96245367121960534 -0.33408922501952459 -0.12626554988067093 -0.36275130860987648 -0.10079219613388357 -0.18592066136872731 -0.13831394265033345 -0.59676972243239013 0.11283358577834599 0.24886986686855825 -0.0083441766157792332 -0.071107354068489781 -0.38279257989313104 -0.12248450584862237 1.470976590131198 1.8293707778603137 -0.1428463579000385 -0.68617346855960537 -0.35864996683326938 -0.2457740357229245 -0.12960746906623694 -0.40844593427275278 leaf_weight=427 30 145 104 21 187 47 177 33 169 36 34 74 40 167 43 37 135 461 36 119 238 23 15372 1873 447 43 41 247 33 47 leaf_count=427 30 145 104 21 187 47 177 33 169 36 34 74 40 167 43 37 135 461 36 119 238 23 15372 1873 447 43 41 247 33 47 internal_value=0.000868716 -0.0201046 -0.0171397 0.00335937 -0.0031851 -0.0116128 -0.0236923 -0.0138961 -0.0262028 -0.0162198 -0.0202654 -0.0182517 -0.0125916 -0.0107601 -0.019681 -0.000199475 -0.00171429 0.000748912 -0.00915068 -0.00415789 -0.0291163 -0.025375 0.00369588 0.00240604 -0.00249706 -0.011625 -0.00336842 -0.0214417 -0.0146517 -0.0250909 internal_weight=20886 2217 1790 18669 913 971 819 789 641 637 211 151 311 271 326 762 182 689 73 152 430 192 17756 2384 511 64 228 283 178 77 internal_count=20886 2217 1790 18669 913 971 819 789 641 637 211 151 311 271 326 762 182 689 73 152 430 192 17756 2384 511 64 228 283 178 77 is_linear=0 shrinkage=0.04 Tree=9 num_leaves=31 num_cat=0 split_feature=15 10 15 24 15 0 15 15 24 10 7 15 3 27 33 15 15 22 19 15 15 27 3 15 15 16 3 23 36 31 split_gain=591.033 51.0621 22.6811 18.0022 15.4376 12.5691 10.5504 10.1511 12.4286 7.45782 7.35868 7.87419 5.53693 4.49045 5.53103 4.43461 5.84545 4.31608 3.9793 3.91902 5.58348 3.55952 3.49977 3.33945 3.31404 3.29835 4.33945 3.12507 3.04232 2.97597 threshold=25.425000000000004 -0.78656609248549325 -32.919999999999995 4.380000000000007 -12.859999999999998 13.500000000000002 -1.0000000180025095e-35 41.735000000000007 -49.864999999999995 0.60355339059327384 1.0000000180025095e-35 10.205000000000002 301.50000000000006 -8.3550000000000093 -2.0049999999999994 0.092500000000000013 10.205000000000002 91.310000000000016 -3.5049999999999994 0.092500000000000013 -0.044999999999999991 -11.480000000000009 118.50000000000001 12.565000000000003 17.155000000000005 -3.4849999999999999 117.50000000000001 -2.2699999999999974 48.311600981619186 75.087083333333354 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 -3 9 -1 12 18 8 -2 10 11 17 19 14 -10 -11 -17 25 -5 20 29 -20 -22 -7 -21 26 -4 -12 -18 -6 right_child=7 2 3 6 5 23 -8 -9 13 15 27 -13 -14 -15 -16 16 28 -19 21 24 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.6060771106703902 -0.35673156349676183 -3.5261705304571369 -0.066205301860517332 -0.3054248909077496 -0.93029376139220976 -0.26422300174372426 0.20405366551750789 1.3398454203560974 -0.71529628305457549 -0.048750613278988428 -0.33294140737331196 -0.026778739709132023 -0.30155525514259285 0.10105331718529591 -0.073132296662757085 -0.27617580167712691 -0.30732603810567055 -0.086079724582631231 0.064675305528787072 -0.37268087551723378 -0.44617449595424924 -0.26886959303238278 -0.32039025266972926 -0.135477858496448 -0.43788641022633762 -0.20558807202912019 -0.35697613983790283 -0.23156652297600558 -0.072817764793561543 -0.51974367853200165 leaf_weight=182 51 82 20 23 152 182 225 17756 22 64 29 102 37 509 85 102 71 97 26 202 21 112 87 36 60 376 82 41 20 32 leaf_count=182 51 82 20 23 152 182 225 17756 22 64 29 102 37 509 85 102 71 97 26 202 21 112 87 36 60 376 82 41 20 32 internal_value=0.00104683 -0.0173561 -0.0126304 -0.0114245 -0.0243754 -0.0220074 -0.0040829 0.00350714 -0.00133733 -0.014247 -0.0122249 -0.0109483 -0.0250355 0.000233766 -0.00721495 -0.0201245 -0.0231503 -0.0127652 -0.0119006 -0.0260361 -0.0228493 -0.00933333 -0.0156296 -0.0137982 -0.0295878 -0.0143264 -0.0207059 -0.0245714 -0.0157802 -0.027087 internal_weight=20886 2463 1472 1390 991 809 386 18423 667 1004 747 677 591 616 107 257 193 575 161 554 292 138 108 218 262 478 102 70 91 184 internal_count=20886 2463 1472 1390 991 809 386 18423 667 1004 747 677 591 616 107 257 193 575 161 554 292 138 108 218 262 478 102 70 91 184 is_linear=0 shrinkage=0.04 Tree=10 num_leaves=31 num_cat=0 split_feature=15 23 15 15 9 15 15 23 0 9 15 35 15 15 15 15 10 27 15 27 14 23 0 24 18 24 0 24 21 3 split_gain=530.697 51.7517 21.383 16.0985 16.4347 14.3104 10.6386 17.7631 9.37063 8.2478 4.9339 4.20466 4.11735 5.57324 4.09354 3.88162 3.13217 3.07287 3.04854 3.3784 3.04286 2.96183 2.96016 2.77185 2.75744 2.74681 2.67837 2.57193 3.00363 2.61412 threshold=25.425000000000004 -1.9050000000000009 7.0050000000000008 -12.859999999999998 -0.37940952255126059 -20.014999999999997 55.140000000000008 -23.074999999999999 6.5000000000000009 -0.91597561503675329 10.205000000000002 68.705267857142857 0.092500000000000013 -1.0000000180025095e-35 17.155000000000005 12.565000000000003 0.37940952255126048 0.29000000000001341 -1.0000000180025095e-35 -3.6899999999999902 -0.031174269516803289 -39.82 4.5000000000000009 -19.484999999999996 77.585000000000022 19.595000000000002 11.500000000000002 1.0000000180025095e-35 57.175000000000004 136.50000000000003 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 3 5 -1 10 25 7 21 15 18 -5 27 13 20 -14 22 -4 -13 19 -7 -10 -2 -6 -9 -17 -3 -16 29 -29 -11 right_child=6 2 16 4 8 9 -8 23 12 11 -12 17 14 -15 26 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-5.3387140195285303 -0.44392802862717945 -1.8281533168058424 0.11460382720236659 -0.26255249490613092 -0.22493963193364885 0.003111834128284521 1.4550514997820878 -0.18810967794309638 -1.2730119456360391 -0.10278683213381791 -0.095153663202533212 -0.084460111801809956 -0.3525736416767164 -0.32327104854956756 -0.42884037674095782 -0.16339973793164159 -0.21653059663592733 -0.18569980271149447 0.5168816664392607 -0.26373448583736187 -0.39047838952704617 -0.30448044413589215 -0.12123082440441192 0.4122581446506326 -0.29395299689794441 -1.0300989572339914 -0.33786202125200865 -0.27204311271749182 -0.24023920759361805 -0.22250199280005603 leaf_weight=212 37 58 233 162 144 43 16849 348 112 60 63 122 236 67 30 59 21 283 73 61 33 131 25 1058 20 42 39 57 49 159 leaf_count=212 37 58 233 162 144 43 16849 348 112 60 63 122 236 67 30 59 21 283 73 61 33 131 25 1058 20 42 39 57 49 159 internal_value=0.00115407 -0.0162842 -0.0106233 -0.022223 -0.0200808 -0.0132393 0.00348543 0.000340534 -0.0228758 -0.011656 -0.0105778 -0.0135342 -0.025942 -0.0216604 -0.028918 -0.0164839 -0.000251968 -0.0108148 -0.0039096 -0.00830769 -0.026069 -0.0119524 -0.0199053 0.00180939 -0.00916456 -0.0276 -0.0203478 -0.0169231 -0.0220377 -0.0144475 internal_weight=20886 2463 1261 1202 990 1007 18423 1574 765 907 225 730 517 212 305 248 254 405 177 104 145 168 169 1406 79 100 69 325 106 219 internal_count=20886 2463 1261 1202 990 1007 18423 1574 765 907 225 730 517 212 305 248 254 405 177 104 145 168 169 1406 79 100 69 325 106 219 is_linear=0 shrinkage=0.04 Tree=11 num_leaves=31 num_cat=0 split_feature=15 23 15 23 15 9 15 10 15 15 27 33 15 23 15 15 35 10 15 10 15 32 25 14 12 10 0 34 25 27 split_gain=451.162 47.2203 20.335 17.9931 15.8638 13.4396 7.15069 7.02622 6.54075 6.09794 5.38939 5.1522 4.59786 12.4371 3.85285 3.81544 3.49379 3.50656 5.40481 3.48888 3.47815 3.33763 3.81142 3.13353 3.0446 3.04307 2.89915 2.76545 2.75149 2.66586 threshold=17.155000000000005 -10.959999999999985 40.005000000000003 -34.749999999999993 -32.919999999999995 -0.91597561503675329 -3.4849999999999999 -0.9159756150367534 10.205000000000002 4.0050000000000008 -6.8650000000000011 13.390000000000002 64.905000000000015 -18.13999999999999 -1.0000000180025095e-35 -1.5699999999999998 68.705267857142857 0.60355339059327384 0.092500000000000013 0.60355339059327384 0.092500000000000013 51.64340538098449 38.445 -0.20180761162458913 -0.22252093395631442 0.37940952255126048 12.500000000000002 140.03000000000003 -29.919999999999998 -3.6899999999999902 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 6 3 24 -3 14 -1 15 16 -8 -5 -11 13 19 29 26 21 23 -19 27 -17 22 -9 -18 -2 -10 -7 -4 -28 -6 right_child=2 4 12 10 5 7 9 8 25 11 -12 -13 -14 -15 -16 20 17 18 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-6.0254054478290495 -0.39949497162995484 -1.8230431211738289 -0.28140853436005181 -0.32568899183188521 -0.020347663810815084 -1.3334176343055995 -0.17892102453436121 -0.21538953852483136 0.038194811094183857 -0.3667530930629061 0.02004354873181783 -0.13661783169275224 1.6190896225239622 0.54428889147130555 0.69787553201178354 -0.16623007426887351 -0.24841164502417329 -0.03465721114101205 -0.24216164162155721 0.26465759917306403 -0.27615351381803843 -0.18616276090434322 -0.057886549125142926 -0.13054821430684463 -0.32213765931385618 -0.26008868506079041 -1.0443148394681401 -0.42055515155043466 -0.3624700811742288 -0.26679069110234144 leaf_weight=168 32 77 90 134 47 65 135 300 85 192 624 20 15757 1863 107 112 228 30 37 53 62 77 46 277 41 26 24 75 32 70 leaf_count=168 32 77 90 134 47 65 135 300 85 192 624 20 15757 1863 107 112 228 30 37 53 62 77 46 277 41 26 24 75 32 70 internal_value=0.00130346 -0.0157564 0.00332937 -0.002787 -0.0125452 -0.0117046 -0.0263689 -0.0131592 -0.0116962 -0.0230893 -0.000960422 -0.0273208 0.00361431 0.00184719 -0.00260714 -0.0186441 -0.0127236 -0.0106853 -0.0192836 -0.00719266 -0.0148506 -0.0154799 -0.0171561 -0.00954455 -0.0217534 -0.00248649 -0.0240992 -0.0100606 -0.0174286 -0.00762393 internal_weight=20886 2217 18669 831 1702 1625 515 1401 1106 347 758 212 17838 2081 224 295 995 572 67 218 174 423 346 505 73 111 121 165 56 117 internal_count=20886 2217 18669 831 1702 1625 515 1401 1106 347 758 212 17838 2081 224 295 995 572 67 218 174 423 346 505 73 111 121 165 56 117 is_linear=0 shrinkage=0.04 Tree=12 num_leaves=31 num_cat=0 split_feature=15 23 15 15 15 23 9 16 7 15 14 15 10 15 23 0 15 15 34 9 15 10 12 0 23 3 21 27 29 16 split_gain=397.933 42.5334 17.676 14.3992 11.5702 20.1344 10.5152 9.47196 6.27778 4.97875 4.68152 6.26673 5.13309 6.65303 4.501 4.08479 4.06092 3.86798 3.47578 3.44818 3.42793 3.19899 3.12728 3.08994 3.05204 2.69152 2.68187 2.66586 2.58768 2.57566 threshold=25.425000000000004 -12.484999999999998 -32.919999999999995 12.565000000000003 62.385000000000005 -20.094999999999992 -0.91597561503675329 -2.1299999999999994 1.0000000180025095e-35 4.0050000000000008 -0.58481178939031186 -1.5699999999999998 0.37940952255126048 0.092500000000000013 -34.749999999999993 13.500000000000002 14.690000000000003 4.0050000000000008 123.82500000000002 -0.37940952255126059 -1.0000000180025095e-35 -0.9159756150367534 1.0000000180025095e-35 8.5000000000000018 -9.0799999999999894 142.50000000000003 85.695000000000007 -3.6899999999999902 32.987682647097138 -0.19499999999999998 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 -3 6 5 14 20 -1 16 -10 11 15 21 29 22 -8 17 -9 -13 -5 27 -12 -2 -21 -7 -17 -15 -4 -23 -14 right_child=4 2 3 19 -6 24 10 8 9 -11 12 18 13 26 -16 25 -18 -19 -20 23 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.9312692583377116 -0.66924571287558365 -1.8816693412120051 -0.019533757258382481 0.12416203639121326 1.479438624155917 -0.083839053221561988 -1.157982930020603 -0.76926862116866246 -0.2142105662698211 -0.38318410323430452 -0.35885387012803627 -0.20782094318701128 -0.16346442693879987 -0.17751253201813261 -0.27606838695720981 -0.11910353548392318 -0.26603340333825853 -0.3507130150153967 -0.2059473307228763 -0.021089355354891617 0.53781424181405157 -0.18366909484448476 -0.30869322876537225 -0.27863904677258655 0.53413449968266791 -0.2416178789555832 -0.21076603294674301 -0.25611906345824781 -0.10552714418488979 -0.019186779165691118 leaf_weight=110 37 81 47 130 16104 453 93 118 51 87 122 151 24 68 195 32 97 106 158 82 92 279 33 43 1601 116 44 70 197 65 leaf_count=110 37 81 47 130 16104 453 93 118 51 87 122 151 24 68 195 32 97 106 158 82 92 279 33 43 1601 116 44 70 197 65 internal_value=0.00141454 -0.0136857 -0.0108046 -0.00998787 0.00343332 0.000791721 -0.01143 -0.0232759 -0.0207495 -0.0278841 -0.0127235 -0.0155636 -0.0107685 -0.0162985 -0.00958491 -0.0203983 -0.0176822 -0.0206429 -0.0117929 -0.00117647 -0.00308134 -0.0089097 -0.0182857 -0.00592 0.00213048 -0.0162703 -0.0227857 -0.00762393 -0.00742857 -0.00813483 internal_weight=20886 2463 1894 1813 18423 2319 1558 569 459 138 1349 550 799 201 265 241 321 224 309 255 209 598 70 125 2054 148 112 117 476 89 internal_count=20886 2463 1894 1813 18423 2319 1558 569 459 138 1349 550 799 201 265 241 321 224 309 255 209 598 70 125 2054 148 112 117 476 89 is_linear=0 shrinkage=0.04 Tree=13 num_leaves=31 num_cat=0 split_feature=15 15 23 15 9 15 23 7 9 16 7 13 15 13 32 9 15 22 31 20 32 15 36 35 27 33 15 32 10 15 split_gain=352.499 42.0518 26.2104 16.7793 8.86929 7.58187 11.8291 5.84227 5.11285 4.97057 4.69915 4.53085 4.0018 3.73798 3.68304 3.56561 3.42793 3.37116 4.42255 3.31412 3.24074 2.72647 3.15 2.71563 2.66586 2.49869 3.56741 2.48896 2.31471 2.22292 threshold=30.065000000000005 -32.919999999999995 -17.384999999999987 12.565000000000003 -0.91597561503675329 63.155000000000008 -13.064999999999996 1.0000000180025095e-35 -0.37940952255126059 17.070000000000004 1.0000000180025095e-35 -0.85227431625818906 4.0050000000000008 0.26037272046371446 43.96024631900405 0.78656609248549325 -1.0000000180025095e-35 83.705000000000013 48.936666666666667 36.095000000000006 45.435888664830991 -1.5699999999999998 40.709964458511088 64.17638392857144 -3.6899999999999902 3.3550000000000004 14.690000000000003 57.350708403838567 -0.78656609248549325 19.965000000000003 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 7 4 16 6 10 20 -5 11 -2 -6 -9 -12 -15 -10 24 18 23 27 25 22 -21 -13 -4 -3 -27 -20 -25 -14 right_child=5 2 3 8 9 -7 -8 12 15 -11 13 17 29 14 -16 -17 -18 -19 19 21 -22 -23 -24 28 -26 26 -28 -29 -30 -31 leaf_value=-5.8392983642674015 -0.19400877786238835 -0.25521110572004513 -0.018752406968047166 0.12197117646129048 -0.14197726196758648 1.4377084197868901 0.46758334183079209 -0.26832593254893533 -0.27619230879675394 -0.28644439050538029 -0.23363079573648299 -0.21324073892244089 -0.35600567530779759 -0.33793586131315584 -0.64175139024429828 0.040422194911547103 0.51630167214148948 -0.16693449316823716 -0.20675237864904986 -0.31886733461806083 -0.65635378348360496 -0.22504979758716556 -0.65386891943372438 -1.0540184850283394 -0.24587430091991788 -0.39256074549802289 -0.25367783499024876 -0.2980689231455031 -0.19677863768361331 -0.5445930956260232 leaf_weight=174 291 107 47 195 232 16020 1792 43 126 53 68 181 59 49 39 86 92 206 283 35 70 181 45 71 70 42 51 59 80 39 leaf_count=174 291 107 47 195 232 16020 1792 43 126 53 68 181 59 49 39 86 92 206 283 35 70 181 45 71 70 42 51 59 80 39 internal_value=0.00152945 -0.0121705 -0.0108227 -0.00896768 -0.0107768 0.00350052 0.00132023 -0.0200389 -0.00170025 -0.0119046 -0.00450112 -0.0114406 -0.0266383 -0.0101026 -0.0155455 -0.006 -0.00308134 -0.0124768 -0.0134973 -0.0114561 -0.0165926 -0.0148506 -0.021 -0.0172048 -0.00762393 -0.014 -0.0187957 -0.0088655 -0.0211656 -0.031102 internal_weight=20886 2627 2453 2042 1635 18259 2239 411 407 1426 447 1373 141 156 88 212 209 1141 935 603 270 261 80 332 117 200 93 342 151 98 internal_count=20886 2627 2453 2042 1635 18259 2239 411 407 1426 447 1373 141 156 88 212 209 1141 935 603 270 261 80 332 117 200 93 342 151 98 is_linear=0 shrinkage=0.04 Tree=14 num_leaves=31 num_cat=0 split_feature=15 23 15 23 28 15 10 15 23 15 15 17 15 15 9 9 7 14 13 32 23 34 15 27 17 24 15 10 7 27 split_gain=316.844 40.6955 19.9208 13.3427 10.1536 9.43105 8.26299 7.51568 12.1951 6.77445 7.3123 5.58519 4.41583 7.88175 7.81133 5.72077 4.28613 3.77535 3.49888 3.8291 3.29533 4.43284 3.02043 2.98486 3.19626 4.20927 2.90627 4.17914 2.63389 2.56791 threshold=30.065000000000005 -16.899999999999995 -1.5699999999999998 4.9600000000000053 12.671212030323783 -59.984999999999992 -0.9159756150367534 64.905000000000015 -13.064999999999996 4.0050000000000008 12.565000000000003 83.545000000000016 17.155000000000005 4.0050000000000008 -0.37940952255126059 0.91597561503675362 1.0000000180025095e-35 0.1318557721318592 0.26037272046371446 43.96024631900405 0.04999999999999858 118.10000000000001 10.205000000000002 -3.6899999999999902 -2.1499999999999999 15.305000000000009 -20.014999999999997 -0.70710678118654757 1.0000000180025095e-35 7.6100000000000074 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 12 -1 -3 17 8 16 -6 -11 28 13 20 -15 22 -2 -7 -18 -20 -4 -22 -16 -8 25 26 -25 -28 -12 -27 right_child=7 2 3 -5 9 6 23 -9 -10 10 11 -13 -14 14 15 -17 18 -19 19 -21 21 -23 -24 24 -26 29 27 -29 -30 -31 leaf_value=-6.4204465534335071 -0.16377669678510312 -3.5132354340303027 -0.058414172079042731 0.13941691487843599 -0.24028635678278665 -1.2345056639954266 -0.16004644372172561 1.4376401558652914 0.47220004401668297 -0.34903441562789533 -0.22505015887398894 -0.35668356391220862 -0.16664665785274982 -0.17189121170574609 -0.24625508833533408 -0.17082110760459063 -0.24661617174437955 -0.4536720083286831 -0.32246137945929071 -0.61571908757639526 -0.22434479719460576 -0.17189246715463211 -0.23658334425663222 -0.60445494856790161 -0.21904070106080936 -0.23948831601195475 -0.079637289210979151 -0.17894377347870463 -0.70672301920307923 -0.029689528801318855 leaf_weight=98 306 39 497 286 123 121 80 15757 2026 114 90 48 171 85 93 59 78 20 52 40 107 129 62 52 150 22 40 68 32 41 leaf_count=98 306 39 497 286 123 121 80 15757 2026 114 90 48 171 85 93 59 78 20 52 40 107 129 62 52 150 22 40 68 32 41 internal_value=0.00160988 -0.0113788 -0.00895005 -0.0064231 -0.0215842 -0.0148942 -0.0136431 0.00347861 0.00144205 -0.018801 -0.0221972 -0.0169412 -0.00826933 -0.00925581 -0.0147291 -0.0188037 -0.00431933 -0.0220993 -0.00941176 -0.0146957 -0.00702319 -0.0109153 -0.0228387 -0.011011 -0.0125147 -0.0155516 -0.019 -0.0152593 -0.0123934 -0.00679365 internal_weight=20886 2627 2122 1489 505 633 594 18259 2502 407 284 170 1203 1032 299 214 476 141 170 92 733 236 155 453 373 223 160 108 122 63 internal_count=20886 2627 2122 1489 505 633 594 18259 2502 407 284 170 1203 1032 299 214 476 141 170 92 733 236 155 453 373 223 160 108 122 63 is_linear=0 shrinkage=0.04 Tree=15 num_leaves=31 num_cat=0 split_feature=15 24 15 15 7 23 15 23 15 32 15 15 9 10 15 2 24 7 31 0 27 13 3 2 23 33 0 26 9 24 split_gain=288.641 38.3309 19.1779 13.5107 9.89455 8.52221 7.78327 12.7888 6.77613 4.69939 4.55118 8.7878 5.32317 4.13755 3.70415 3.16939 2.77505 2.75238 2.75236 2.68163 2.60065 2.72997 4.0898 2.9693 2.50485 2.31089 2.16056 3.03476 2.14287 3.7853 threshold=30.065000000000005 -19.794999999999995 -32.919999999999995 -2.1499999999999999 1.0000000180025095e-35 6.8599999999999932 68.00500000000001 -13.919999999999993 4.0050000000000008 46.991060727618347 17.155000000000005 4.0050000000000008 -0.37940952255126059 -0.9159756150367534 -2.1499999999999999 1.5000000000000002 -34.019999999999982 1.0000000180025095e-35 69.695208333333355 11.500000000000002 -3.6899999999999902 -0.814291907305839 165.50000000000003 1.5000000000000002 -34.749999999999993 -6.7999999999999989 13.500000000000002 28.279999999999998 -0.91597561503675329 1.1000000000000052 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 13 10 18 7 9 25 -2 11 14 -13 -3 26 -11 -9 -17 28 -14 -15 -22 -23 -24 -12 -6 27 -4 -5 -30 right_child=6 3 4 5 8 -7 -8 16 -10 15 24 12 19 20 -16 17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-5.9807503675505096 -0.20504436128287487 -0.73221623539174741 -1.1718175332568286 -0.059742687840997011 -0.66444210716286844 0.24270499478786062 1.4610944401397095 -0.6586539182159814 -0.33724511735163254 -0.57264330916621131 -0.35118846677676202 -0.26876054349024631 -0.23356683389319582 -0.17412169576842612 -0.13139695909450702 -0.31837581031012102 0.48882096544967701 -0.56805543014325788 -0.047093198715559115 -0.30620013125090673 -0.042328108616418857 -0.30138784846565125 -0.18054401252846258 -0.4561797212885228 -0.24530712223165829 -0.44689680464257464 -0.23230601624989411 -1.2522580801783934 -0.13604559872825098 -0.26199169789292293 leaf_weight=120 391 73 43 72 41 236 15334 42 104 59 23 63 78 71 187 20 2385 28 202 80 26 169 21 76 126 43 39 25 584 125 leaf_count=120 391 73 43 72 41 236 15334 42 104 59 23 63 78 71 187 20 2385 28 202 80 26 169 21 76 126 43 39 25 584 125 internal_value=0.00167308 -0.010724 -0.0170288 -0.00702115 -0.0149202 -0.00485972 0.00345671 0.00156581 -0.0230213 -0.00427309 -0.0126265 -0.0144078 -0.0204344 -0.0130642 -0.00987755 -0.0117009 0.00276391 -0.0193333 -0.00649847 -0.0243544 -0.0113168 -0.0129863 -0.0141955 -0.0207423 -0.0064698 -0.0145714 -0.0158131 -0.0201176 -0.0075749 -0.00824259 internal_weight=20886 2627 972 1655 852 1219 18259 2925 188 498 664 515 221 436 294 107 2427 48 983 158 363 292 266 97 149 84 107 68 781 709 internal_count=20886 2627 972 1655 852 1219 18259 2925 188 498 664 515 221 436 294 107 2427 48 983 158 363 292 266 97 149 84 107 68 781 709 is_linear=0 shrinkage=0.04 Tree=16 num_leaves=31 num_cat=0 split_feature=15 24 15 28 7 23 15 23 15 15 10 7 32 3 29 15 32 15 15 15 10 15 24 23 15 15 10 0 33 31 split_gain=261.503 36.1096 11.5991 11.123 8.93227 8.36585 7.78764 11.7585 6.08031 5.13027 5.7156 4.44238 4.0338 4.05934 4.00533 3.41958 3.6 2.99838 2.98681 7.69551 3.45595 2.56696 2.22548 2.17612 4.59445 10.4027 5.09897 3.74331 4.18489 2.89694 threshold=30.065000000000005 -27.004999999999999 -2.1499999999999999 2.9876940654840172 1.0000000180025095e-35 4.9600000000000053 68.00500000000001 -13.064999999999996 4.0050000000000008 -59.984999999999992 -0.9159756150367534 1.0000000180025095e-35 43.96024631900405 167.50000000000003 81.808526526661822 -1.0000000180025095e-35 52.540234005930223 -0.044999999999999991 17.155000000000005 4.0050000000000008 -0.9159756150367534 -2.1499999999999999 -34.019999999999982 0.69499999999999329 4.0050000000000008 10.205000000000002 0.60355339059327384 16.500000000000004 0.045000000000000005 66.786666666666676 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 9 -1 14 23 7 11 17 -3 -11 -2 -13 -14 18 16 -7 -6 19 21 -21 -5 -9 24 -4 26 -26 28 29 -25 right_child=6 2 5 4 8 15 -8 22 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-5.7429634149688216 -0.11256408955690667 -3.3936145358641507 -0.046507951898933982 -0.64489699024286296 -1.3943119928184837 -0.24828316109915605 1.4026506625341211 -0.66486616754165018 -0.3186469375597899 -0.88405891869654551 -0.23915853682912061 -0.25158151367806242 -0.58126088162224987 -0.24536117475159397 -0.37848248938310902 0.30812481843879036 0.26446417708013598 -0.13616431744257973 -0.22308635520721795 -0.31834206680697213 -0.25758443431769512 -0.11575638758368799 0.48395338245934327 -0.24827140799660252 -0.2088990664678915 -0.19000511040187318 -0.19045205884773128 -0.071495925265170679 -0.1290594402428093 -0.22024842551061208 leaf_weight=118 347 23 519 68 24 20 15334 36 99 90 364 116 43 34 30 254 20 50 92 58 97 152 2349 107 75 195 31 60 54 27 leaf_count=118 347 23 519 68 24 20 15334 36 99 90 364 116 43 34 30 254 20 50 92 58 97 152 2349 107 75 195 31 60 54 27 internal_value=0.00174586 -0.0100541 -0.00698423 -0.0172183 -0.0152239 -0.00510426 0.00344356 0.00155214 -0.023052 -0.0123522 -0.0114185 -0.00377778 -0.00864249 -0.0157403 -0.012499 0.000870748 -0.01 -0.0143784 -0.0115889 -0.0131733 -0.02 -0.00836364 0.00275891 -0.00674906 -0.0057561 -0.00968771 -0.0197736 -0.0100323 -0.0128085 -0.016597 internal_weight=20886 2627 1839 788 670 1362 18259 2925 173 477 454 540 193 77 497 294 40 74 467 375 155 220 2385 1068 820 301 106 248 188 134 internal_count=20886 2627 1839 788 670 1362 18259 2925 173 477 454 540 193 77 497 294 40 74 467 375 155 220 2385 1068 820 301 106 248 188 134 is_linear=0 shrinkage=0.04 Tree=17 num_leaves=31 num_cat=0 split_feature=15 23 15 23 15 23 10 32 15 10 16 15 15 23 33 20 2 10 0 16 24 20 7 16 24 23 14 3 23 22 split_gain=234.182 33.8498 11.7143 8.32343 8.28023 16.2471 7.16751 7.15338 6.50365 6.36323 5.01132 6.94392 6.33238 5.5266 4.44329 4.10585 3.70927 3.49034 3.00574 2.83907 2.56452 2.72104 2.58933 2.50712 2.40448 2.32731 3.22133 2.61673 2.30606 2.27729 threshold=30.065000000000005 -13.619999999999996 -2.1499999999999999 6.8599999999999932 77.995000000000019 -13.919999999999993 0.25881904510252057 46.991060727618347 -59.984999999999992 -0.9159756150367534 -32.964999999999996 4.0050000000000008 12.565000000000003 -37.454999999999991 -8.0799999999999983 96.810000000000016 1.0000000180025095e-35 -0.37940952255126015 13.500000000000002 22.730000000000004 -20.009999999999994 76.205000000000013 1.0000000180025095e-35 89.895000000000024 -34.019999999999982 -4.7549999999999946 -0.58481178939031186 151.50000000000003 0.47999999999999493 93.805000000000021 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 6 8 20 5 7 10 -2 -3 25 -1 14 -13 -14 18 -8 23 -18 19 -12 21 -4 29 -9 -7 26 -10 -27 -24 -22 right_child=4 2 3 -5 -6 24 15 16 9 -11 11 12 13 -15 -16 -17 17 -19 -20 -21 22 -23 28 -25 -26 27 -28 -29 -30 -31 leaf_value=-11.494399988337914 -0.17862408026407997 -3.2220860088847285 -0.20522576961109681 0.17500917707003866 1.5865446360327562 -0.50069110016096807 -0.17864938461463081 0.24170111635837088 -1.0329018187052095 -0.22959219476011977 -2.531480027833247 -0.31859873833905933 -0.30590106005739826 -0.34451420176896574 -0.21151508564382909 -0.17842376805436877 -0.57286310586632061 -0.2197592749420027 -0.18564015654640997 -0.1735178565322506 -0.12111206056475605 -0.20262590352007828 -0.2428664728706747 -0.86225849777032959 0.55039523444474359 -1.1450843061185469 -0.63335954923168114 -0.071081214855777577 -0.33021161899682283 0.0046977057313421135 leaf_weight=42 531 34 217 242 13680 56 90 36 51 384 71 98 46 90 78 23 64 25 25 26 730 75 85 25 3842 22 20 21 29 128 leaf_count=42 531 34 217 242 13680 56 90 36 51 384 71 98 46 90 78 23 64 25 25 26 730 75 85 25 3842 22 20 21 29 128 internal_value=0.00181289 -0.00935363 -0.00691266 -0.00511023 0.00341946 0.00194715 -0.0177997 -0.0037533 -0.012015 -0.0108594 -0.0199496 -0.0186728 -0.0233504 -0.0177647 -0.0132 -0.00874336 -0.0114667 -0.0166742 -0.0179672 -0.0211546 -0.00641139 -0.00969863 -0.00542387 -0.00386885 0.00294305 -0.0191579 -0.0236056 -0.011814 -0.0110877 -0.00467133 internal_weight=20886 2627 2038 1506 18259 4579 589 681 532 498 476 434 234 136 200 113 150 89 122 97 1264 292 972 61 3898 114 71 43 114 858 internal_count=20886 2627 2038 1506 18259 4579 589 681 532 498 476 434 234 136 200 113 150 89 122 97 1264 292 972 61 3898 114 71 43 114 858 is_linear=0 shrinkage=0.04 Tree=18 num_leaves=31 num_cat=0 split_feature=15 24 27 15 15 23 28 32 3 15 15 16 9 15 15 2 10 24 18 23 22 20 0 9 23 24 15 15 15 9 split_gain=212.229 28.713 10.5372 8.8734 8.32928 15.5356 7.72824 7.37293 5.75665 5.09254 13.2409 4.75269 4.54735 4.06766 3.85921 3.70927 3.49034 3.35685 3.96319 3.28879 3.36468 2.85979 2.74303 3.09602 2.59452 4.68619 3.0275 2.89735 2.61621 2.5538 threshold=30.065000000000005 -18.525000000000002 -11.194999999999999 10.205000000000002 77.995000000000019 -13.919999999999993 -45.429181457819745 46.991060727618347 215.50000000000003 14.690000000000003 4.0050000000000008 0.58500000000000008 -0.37940952255126059 -20.014999999999997 4.0050000000000008 1.0000000180025095e-35 -0.37940952255126015 16.834999999999997 -9.9649999999999981 -4.4950000000000037 85.305000000000021 62.790000000000006 13.500000000000002 0.78656609248549325 0.69499999999999329 4.1050000000000049 0.092500000000000013 -1.0000000180025095e-35 -5.2899999999999991 -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 2 8 13 5 7 -4 -2 -1 10 11 -8 -12 17 -10 -9 -17 18 -3 -15 24 -14 23 -5 26 -26 29 28 -27 -21 right_child=4 3 6 22 -6 -7 9 15 14 -11 12 -13 21 19 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-2.4241336072549369 -0.17147911705351682 -0.70908964206375702 -5.8874640246190761 -0.23801800097757589 1.523082850591446 0.51717941753811458 -0.89251651763730577 -0.31384657659928628 0.012809352273185391 -0.19374756015617553 -0.2211402503768902 -0.10447667821063253 -0.23974049370133155 -0.35868092005687596 -0.22285925843339563 -0.54994858163166793 -0.21096890394432266 -0.47342018244840167 -0.35637364571106289 -0.22259657360736543 -0.046721971062680931 -0.27184953600039796 0.40042787615025666 0.06582385797674277 -0.20809654246879133 -0.022629732309809299 -0.070592674461395027 0.1150585199299327 -0.22887321994222773 -0.044615548501753192 leaf_weight=192 531 31 29 76 13680 3898 147 61 23 163 44 225 69 130 48 64 25 47 20 37 243 63 168 82 149 44 121 60 64 352 leaf_count=192 531 31 29 76 13680 3898 147 61 23 163 44 225 69 130 48 64 25 47 20 37 243 63 168 82 149 44 121 60 64 352 internal_value=0.00188567 -0.00874458 -0.0140658 -0.00545813 0.00341508 0.00193841 -0.0116216 -0.00363583 -0.020943 -0.0107961 -0.0126423 -0.00836559 -0.0216818 -0.00693991 -0.0112113 -0.0114667 -0.0166742 -0.0147755 -0.0218824 -0.0063 -0.00557009 -0.0253939 0.000441718 -0.00334177 -0.00678597 -0.00962776 -0.00501961 -0.00504762 -0.00896296 -0.00330077 internal_weight=20886 2627 1003 1624 18259 4579 740 681 263 711 548 372 176 1298 71 150 89 98 51 1200 1070 132 326 158 827 317 510 168 108 389 internal_count=20886 2627 1003 1624 18259 4579 740 681 263 711 548 372 176 1298 71 150 89 98 51 1200 1070 132 326 158 827 317 510 168 108 389 is_linear=0 shrinkage=0.04 Tree=19 num_leaves=31 num_cat=0 split_feature=15 23 15 15 23 16 7 15 0 18 15 24 15 32 9 0 7 22 33 35 18 15 22 14 24 23 0 34 15 15 split_gain=189.769 22.3389 9.11945 8.88168 16.0265 8.44812 7.48999 7.46004 7.45083 4.70675 10.8001 5.78027 5.45572 4.70507 4.19982 3.45098 3.20596 3.05895 3.09886 2.64652 2.62968 2.48252 2.42219 2.38898 3.48082 3.88827 2.64143 2.26636 2.1363 2.1326 threshold=30.065000000000005 -22.344999999999995 12.565000000000003 76.635000000000005 -9.6399999999999917 17.070000000000004 1.0000000180025095e-35 -20.014999999999997 10.500000000000002 43.455000000000005 4.0050000000000008 -66.644999999999996 14.690000000000003 37.175815419021845 -0.37940952255126059 8.5000000000000018 1.0000000180025095e-35 96.840000000000018 5.0050000000000008 85.921190476190489 119.00500000000001 -2.1499999999999999 52.335000000000008 -0.96687281075841669 19.595000000000002 -1.8250000000000026 13.500000000000002 105.18500000000002 61.615000000000009 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 9 5 4 6 7 20 23 13 -1 29 -12 -13 28 -4 -16 17 18 -9 22 -2 -18 -7 -3 25 26 -25 -23 -8 -11 right_child=3 2 14 -5 -6 19 8 16 -10 10 11 12 -14 -15 15 -17 21 -19 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-8.0282603127867151 0.050581517719813437 -0.98874192160966934 0.13199358209255241 1.4301594144974759 0.57095351600378574 -0.22802304699162981 -0.38461830209759645 -0.13159014275599817 -0.11789974048630346 -1.8192555742066501 -0.25289817879498133 -0.2322686261074649 -0.15769879970379783 -0.87318236897768675 -0.087621353042832362 -0.23885723964384478 -1.0261399981706985 -0.032969223973381777 -0.17709993167039137 -0.24236778886708915 -0.23869795381011705 -0.24995715242444938 -0.17793713434766001 -1.0024742332082179 0.0025724590371967128 -0.6843260638016887 -0.40129528197283892 -0.12931372300954241 0.090181831842632648 0.011440784394009014 leaf_weight=68 662 32 201 13928 3285 37 27 1158 169 61 67 54 84 88 161 89 33 155 47 21 68 51 33 20 32 51 50 74 32 48 leaf_count=68 662 32 201 13928 3285 37 27 1158 169 61 67 54 84 88 161 89 33 155 47 21 68 51 33 20 32 51 50 74 32 48 internal_value=0.00194695 -0.00810506 -0.00658352 0.00339318 0.00181113 -0.00786176 -0.00250096 -0.00722725 -0.00764557 -0.0170471 -0.0149809 -0.0203902 -0.0157101 -0.0142313 -0.00149889 -0.00496 -0.00630303 -0.00567647 -0.00635685 -0.0197363 -0.000273972 -0.0116962 -0.016 -0.0148108 -0.012732 -0.0158347 -0.00971429 -0.00912 -0.00549153 -0.00480734 internal_weight=20886 2627 2245 18259 4331 1794 1046 1703 316 382 314 205 138 147 451 250 1518 1360 1205 91 730 158 70 185 153 121 70 125 59 109 internal_count=20886 2627 2245 18259 4331 1794 1046 1703 316 382 314 205 138 147 451 250 1518 1360 1205 91 730 158 70 185 153 121 70 125 59 109 is_linear=0 shrinkage=0.04 Tree=20 num_leaves=31 num_cat=0 split_feature=15 24 15 23 28 15 15 17 16 15 7 0 23 32 9 10 0 33 23 15 15 10 14 34 13 0 15 21 3 34 split_gain=171.219 19.0357 8.20587 14.302 7.56751 10.0884 11.947 8.50568 7.65031 7.18702 6.45569 6.17476 4.85484 4.35856 4.32232 3.4571 3.43962 3.20484 2.55315 4.68265 6.57836 5.14682 3.50462 2.62777 2.52043 3.06676 2.53659 2.35175 2.18992 2.14484 threshold=30.065000000000005 -21.924999999999994 77.995000000000019 -9.0799999999999894 -45.429181457819745 4.0050000000000008 12.565000000000003 83.545000000000016 0.58500000000000008 -2.1499999999999999 1.0000000180025095e-35 10.500000000000002 6.8599999999999932 39.075449788812811 -0.37940952255126059 -0.9159756150367534 7.5000000000000009 -16.954999999999995 0.10000000000000073 4.0050000000000008 10.205000000000002 0.60355339059327384 -0.33426211444629356 80.335000000000022 -0.814291907305839 13.500000000000002 -59.984999999999992 -2.1499999999999999 221.50000000000003 127.32000000000001 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 3 10 -1 8 14 -8 15 24 -2 13 18 -12 -7 17 -16 -6 19 -11 21 22 -21 -20 -3 -26 -27 -25 -28 -15 right_child=2 9 -4 -5 5 6 7 -9 -10 12 11 -13 -14 29 16 -17 -18 -19 23 20 -22 -23 -24 27 25 26 28 -29 -30 -31 leaf_value=-11.264808272841401 0.0085613261839227305 0.046703136510899974 1.4049531599878893 0.56620670249834515 -2.9540217877463646 -0.19026157389069848 -0.17644336809240485 -0.21790879938455399 -0.11428100211886638 -0.013614937149952929 -0.27076273886346763 -0.11104242230863037 0.17278935857076833 -0.1803110234573036 -0.19150917398594705 -0.37967159319741539 -0.2490178195769788 -0.26371169957907026 -0.15520383402740395 -0.17710506804350534 -0.15654463747439615 -0.15725158839356998 -0.019287781882858318 -0.20124141020310235 -0.60762841465760364 -3.096804422291398 -0.16295836720599222 -0.13784420902009534 -0.2764193383495534 -0.87050481351756137 leaf_weight=38 831 41 13680 3399 73 37 203 48 263 420 79 181 238 28 51 72 99 24 56 23 146 24 30 21 100 22 265 306 27 61 leaf_count=38 831 41 13680 3399 73 37 203 48 263 420 79 181 238 28 51 72 99 24 56 23 146 24 30 21 100 22 265 306 27 61 internal_value=0.00202164 -0.00752646 0.00339537 0.00192968 -0.0122115 -0.0114483 -0.015726 -0.0100239 -0.00711111 -0.00505177 -0.00186441 -0.0064298 -0.0035 -0.0119524 -0.0233797 -0.0137515 -0.0264 -0.0186804 -0.00469396 -0.00315397 -0.00783856 -0.0172987 -0.0103396 -0.00727937 -0.00936264 -0.0102995 -0.00835669 -0.00590826 -0.00736986 -0.0180225 internal_weight=20886 2627 18259 4579 908 870 438 251 432 1719 1180 349 1264 168 187 169 150 97 1026 643 223 77 53 383 455 414 314 327 292 89 internal_count=20886 2627 18259 4579 908 870 438 251 432 1719 1180 349 1264 168 187 169 150 97 1026 643 223 77 53 383 455 414 314 327 292 89 is_linear=0 shrinkage=0.04 Tree=21 num_leaves=31 num_cat=0 split_feature=15 24 15 15 23 15 17 7 24 15 15 32 9 23 2 23 0 22 31 23 0 18 3 23 20 26 0 16 28 10 split_gain=153.431 19.6184 7.97693 6.48347 12.8639 6.40377 12.0367 6.329 6.25497 8.87864 9.76184 5.49857 5.032 4.22899 3.24584 3.12421 3.04139 2.96599 2.70491 2.70797 3.23185 2.68546 2.40172 2.84964 2.34308 2.17416 2.10185 2.0705 2.04988 4.13483 threshold=36.195000000000007 -58.79999999999999 14.690000000000003 77.995000000000019 -9.2150000000000016 4.0050000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -13.899999999999997 4.0050000000000008 -1.5699999999999998 46.991060727618347 -0.37940952255126059 -3.2700000000000049 1.0000000180025095e-35 -48.54999999999999 5.5000000000000009 93.805000000000021 71.880833333333356 -2.1749999999999967 13.500000000000002 -5.2899999999999991 135.50000000000003 -21.699999999999992 77.160000000000011 80.280000000000015 10.500000000000002 70.045000000000016 2.9876940654840172 -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 5 8 4 7 6 -1 25 9 10 18 26 -11 -4 -13 -7 24 28 19 20 -3 -22 23 -8 -14 -2 27 -9 29 -10 right_child=3 2 13 -5 -6 15 22 11 17 12 -12 14 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-11.112882594054936 0.056325287272439101 -1.4046056139517666 -0.17398752281599214 1.3487550335883736 0.5765658532045812 -0.20994491968632376 -1.657608471236621 -0.25134034409444522 -0.2645607772811408 -0.15908015069858614 -0.0032388105252910272 -0.61949429824639213 -0.15163190052290987 0.26452304924257264 -0.78892024935520366 -0.23560749784450027 -0.22081599440140384 -0.01308821229788208 -0.095467118552622202 -0.77911690917387177 -0.43049694987599735 -0.02727656809808222 0.02013422170048524 -0.87161848344433113 -0.20632324691307527 -0.30392700612573026 0.010790927978891307 -0.4888361764349225 -0.097907681801040494 -0.11315274128575141 leaf_weight=36 702 96 375 13680 3281 45 42 21 297 55 193 31 42 308 52 82 71 182 34 32 20 51 63 23 25 27 137 82 588 213 leaf_count=36 702 96 375 13680 3281 45 42 21 297 55 193 31 42 308 52 82 71 182 34 32 20 51 63 23 25 27 137 82 588 213 internal_value=0.00208676 -0.00649774 -0.00538807 0.00345595 0.00210755 -0.0163436 -0.011122 -0.00174144 -0.00672143 -0.0100226 -0.00679812 -0.00640248 -0.0171399 -0.00168082 -0.0152771 -0.0230866 -0.0212174 -0.005125 -0.012309 -0.0140905 -0.0120479 -0.00557746 -0.005375 -0.0107692 -0.0151045 0.000323731 -0.00333333 -0.00765049 -0.00590893 -0.00776471 internal_weight=20886 2873 2582 18013 4333 291 164 1052 1899 619 426 323 193 683 83 127 138 1280 233 199 167 71 128 65 67 729 240 103 1098 510 internal_count=20886 2873 2582 18013 4333 291 164 1052 1899 619 426 323 193 683 83 127 138 1280 233 199 167 71 128 65 67 729 240 103 1098 510 is_linear=0 shrinkage=0.04 Tree=22 num_leaves=31 num_cat=0 split_feature=15 24 15 17 15 15 23 7 28 32 9 9 24 2 15 33 0 10 13 19 29 7 22 28 2 3 18 26 24 23 split_gain=139.12 18.6983 7.60028 10.8358 6.9779 6.46213 12.611 6.09809 5.83538 5.6531 4.13529 4.07088 3.29052 3.24584 3.05257 2.94959 5.49398 4.02515 2.77455 2.74515 2.97963 2.64318 2.58346 2.41057 2.31919 2.54501 3.75917 2.17416 2.16806 3.42278 threshold=36.195000000000007 -53.794999999999995 4.0050000000000008 -1.0000000180025095e-35 14.690000000000003 77.995000000000019 -9.2150000000000016 1.0000000180025095e-35 33.24387775752249 46.991060727618347 -0.37940952255126059 0.78656609248549325 -66.644999999999996 1.0000000180025095e-35 -20.014999999999997 4.0150000000000006 3.5000000000000004 -0.78656609248549325 0.72695311118111527 22.645000000000007 71.037778376858341 1.0000000180025095e-35 85.645000000000024 34.994087432375132 4.5000000000000009 293.50000000000006 62.315000000000005 80.280000000000015 16.834999999999997 -1.8250000000000026 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 -1 8 6 7 27 14 -9 -6 24 -4 -11 28 21 -17 -18 -5 -14 -21 22 -16 -20 -12 26 -26 -2 29 -3 right_child=5 4 12 18 10 -7 -8 9 -10 13 11 -13 19 -15 15 16 17 -19 23 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-10.071033986038357 0.054072275781541508 -0.87435058498780438 -0.22746912863459812 0.016681269603688292 0.14163774736567139 1.2948048322448387 0.55350321907639799 -0.24377917791091588 -0.21900908852872383 -0.59471452631653654 -0.14436868133676639 0.10516540481347531 -0.11892987247189783 -0.75736343938099571 -0.11141628121263195 -0.20868789602123375 -0.21090137079773044 -0.062029915963164317 -1.8197343508871344 -0.22616238226491742 -0.18133790718020903 -0.26548653306556874 -0.016478032671155059 -0.22497671687729728 -0.48646784403319338 -0.098186324855659868 -0.19711281202641812 -0.291769925880701 -0.34024458510569539 -0.52249841326671942 leaf_weight=40 702 103 73 85 254 13680 3281 240 49 31 151 141 40 52 1042 29 23 60 37 20 29 164 278 42 33 31 51 27 47 51 leaf_count=40 702 103 73 85 254 13680 3281 240 49 31 151 141 40 52 1042 29 23 60 37 20 29 164 278 42 33 31 51 27 47 51 internal_value=0.00214996 -0.00602436 -0.0144699 -0.00933333 -0.00479138 0.00345373 0.00210755 -0.00170342 -0.00605417 -0.00627864 -0.00126475 -0.00376413 -0.0209383 -0.0152771 -0.0056828 -0.00509774 -0.0113571 -0.00612048 -0.00478049 -0.0157753 -0.0221224 -0.00462534 -0.0040303 -0.0101772 -0.00667669 -0.0109565 -0.0145714 0.000323731 -0.0103284 -0.0126234 internal_weight=20886 2873 366 204 2507 18013 4333 1052 1846 323 661 407 162 83 1797 1596 112 83 164 89 49 1484 1320 79 266 115 84 729 201 154 internal_count=20886 2873 366 204 2507 18013 4333 1052 1846 323 661 407 162 83 1797 1596 112 83 164 89 49 1484 1320 79 266 115 84 729 201 154 is_linear=0 shrinkage=0.04 Tree=23 num_leaves=31 num_cat=0 split_feature=15 24 15 17 15 23 15 28 7 0 9 9 32 15 24 19 29 13 7 16 26 33 0 19 21 24 23 2 3 34 split_gain=129.232 17.77 8.32049 8.41608 6.55444 11.9933 6.05076 6.1744 5.64915 5.15511 3.69736 3.78483 3.50044 3.05607 2.98332 2.74515 2.97963 2.51128 2.38641 2.31175 2.17416 2.10419 4.89136 2.23103 1.97639 1.94463 3.85526 1.91095 2.70619 1.84098 threshold=36.195000000000007 -53.794999999999995 4.0050000000000008 -1.0000000180025095e-35 77.995000000000019 -9.2150000000000016 14.690000000000003 33.24387775752249 1.0000000180025095e-35 10.500000000000002 -0.37940952255126059 0.78656609248549325 39.075449788812811 -20.014999999999997 -66.644999999999996 22.645000000000007 71.037778376858341 0.72695311118111527 1.0000000180025095e-35 7.0300000000000002 80.280000000000015 4.0150000000000006 3.5000000000000004 80.295000000000016 52.005000000000003 16.834999999999997 -1.8250000000000026 4.5000000000000009 123.50000000000001 119.43500000000002 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 -1 5 8 7 13 20 12 -8 27 -10 25 -4 -16 -17 -5 21 -19 -2 23 -23 -15 -9 26 29 -12 -29 -3 right_child=4 6 14 17 -6 -7 10 24 9 -11 11 -13 -14 18 15 16 -18 19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-9.6681926265968219 0.051909384750279848 -1.0950196600049129 -0.21837036348921421 0.016014018819540767 1.2430126389550453 0.53136309031334206 0.13597223747104456 -0.24352074300149873 -0.27019906182117664 -0.080620230817743929 -0.13859393408329573 0.10095878862093628 -0.7722542049518003 -0.10517944559305249 -0.11417267757302192 -0.21711588697432074 -0.17408439089300068 -1.8185918015522264 -0.25143666879934434 -0.43612684010340458 -0.280099128845473 -0.20034038018038441 -0.12491591041755101 0.012723942239150104 -0.18813440157805195 -0.32663480170146758 -0.50159847673605074 -0.583020536781927 -0.16609999212569676 -0.31537081208506729 leaf_weight=40 702 42 73 85 13680 3281 254 29 72 169 151 141 82 1141 40 20 29 23 170 56 27 29 77 179 20 47 51 29 86 61 leaf_count=40 702 42 73 85 13680 3281 254 29 72 169 151 141 82 1141 40 20 29 23 170 56 27 29 77 179 20 47 51 29 86 61 internal_value=0.00218826 -0.00569022 -0.0139235 -0.00854902 0.00344485 0.00208908 -0.00448823 -0.00566414 -0.00162738 -0.00603096 -0.00120424 -0.00356757 -0.0113247 -0.00528214 -0.0206914 -0.0157753 -0.0221224 -0.00453659 -0.00469674 -0.00967089 0.000323731 -0.00416269 -0.00958491 -0.00372727 -0.0196735 -0.00993035 -0.0121039 -0.00637594 -0.0102609 -0.00765049 internal_weight=20886 2873 366 204 18013 4333 2507 1846 1052 323 661 407 154 1797 162 89 49 164 1596 79 729 1426 106 1320 49 201 154 266 115 103 internal_count=20886 2873 366 204 18013 4333 2507 1846 1052 323 661 407 154 1797 162 89 49 164 1596 79 729 1426 106 1320 49 201 154 266 115 103 is_linear=0 shrinkage=0.04 Tree=24 num_leaves=31 num_cat=0 split_feature=15 23 10 15 23 32 16 15 33 18 17 15 9 9 7 0 28 24 24 0 15 15 15 33 27 32 34 20 14 23 split_gain=122.116 17.4562 7.14789 6.39954 11.5344 5.04072 4.4624 4.04882 4.99625 3.83917 5.08489 4.07651 3.71265 3.78951 3.62805 3.51303 2.47078 2.36582 2.35791 2.35603 2.19653 12.1353 3.5131 2.23244 2.28088 2.06594 2.05223 2.03931 1.95043 1.67933 threshold=36.195000000000007 -39.82 -0.9159756150367534 80.00500000000001 -15.144999999999998 39.075449788812811 97.735000000000014 12.565000000000003 4.0150000000000006 109.96500000000002 -1.0000000180025095e-35 4.0050000000000008 -0.5 0.78656609248549325 1.0000000180025095e-35 3.5000000000000004 0.94946062427099054 -12.514999999999999 -62.794999999999995 17.500000000000004 4.0050000000000008 12.565000000000003 -1.5699999999999998 -20.734999999999996 7.9399999999999995 42.375398175270661 139.95500000000001 65.745000000000019 -0.96234030595689413 -28.29999999999999 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 20 4 5 -2 26 8 16 10 -1 -12 -10 -14 15 -9 19 -6 -13 28 22 -22 23 24 -3 27 -7 -24 -4 -28 right_child=3 2 7 -5 17 6 -8 14 12 -11 11 18 13 -15 -16 -17 -18 -19 -20 -21 21 -23 25 -25 -26 -27 29 -29 -30 -31 leaf_value=-10.828131607879286 0.0032993436552973335 -1.0308200360728521 -0.38189938161513981 1.2577143784982476 0.14910676871382286 -0.013706610789305939 -1.1396857761485462 -0.16596410697958194 0.027252388968489975 -0.23183537670817311 -1.4465672150947719 -0.20554387266735394 -0.19720956298036832 -0.1072558889782327 -0.35582599624414707 0.094420102068899753 -0.070574740827355389 0.59141797990185241 -0.096797111770531338 0.035736047278070067 -0.21065846830651105 -0.15395320340323743 -0.10736927123647778 -0.28859907510016647 -0.81586812893909411 0.017246911273715235 -0.42560911180321931 -0.20927249931290604 -0.19065023655111951 -0.30548510135859841 leaf_weight=27 342 61 66 13182 1083 97 56 116 25 38 51 41 59 28 59 441 861 3167 29 65 61 143 49 102 26 109 21 33 383 65 leaf_count=27 342 61 66 13182 1083 97 56 116 25 38 51 41 59 28 59 441 861 3167 29 65 61 143 49 102 26 109 21 33 383 65 internal_value=0.0022189 -0.00543961 -0.00461928 0.0034404 0.00219499 -0.00309122 -0.00754812 -0.0035321 -0.00466173 -0.0172903 -0.0143784 -0.010876 -0.0127857 -0.0166897 -0.000805195 0.000193896 -0.004 0.00291765 -0.0171429 -0.00619455 -0.00853425 -0.0118824 -0.00673684 -0.0106032 -0.0153103 -0.00291099 -0.00452459 -0.00770732 -0.00722494 -0.00902326 internal_weight=20886 2873 2687 18013 4831 581 239 2103 1487 186 148 121 112 87 616 557 1375 4250 70 514 584 204 380 189 87 191 183 82 449 86 internal_count=20886 2873 2687 18013 4831 581 239 2103 1487 186 148 121 112 87 616 557 1375 4250 70 514 584 204 380 189 87 191 183 82 449 86 is_linear=0 shrinkage=0.04 Tree=25 num_leaves=31 num_cat=0 split_feature=15 23 24 15 23 7 15 32 18 17 15 10 28 23 24 31 18 27 24 18 15 15 7 9 16 15 15 15 15 23 split_gain=113.66 17.0934 7.0659 6.24691 10.5747 4.48336 4.24932 3.78887 3.42927 4.33038 4.07651 3.32374 2.9103 2.65468 2.93418 2.71532 2.89735 2.46694 2.35791 2.34657 3.85144 8.42599 3.11772 2.95 2.77199 2.28566 4.76106 8.05644 3.85333 2.2323 threshold=36.195000000000007 -39.82 -6.8399999999999972 80.00500000000001 -9.9950000000000028 1.0000000180025095e-35 8.9950000000000028 48.6804222075966 109.96500000000002 -1.0000000180025095e-35 4.0050000000000008 -0.9159756150367534 77.001999493604998 0.69499999999999329 4.380000000000007 52.752708333333338 -1.5699999999999998 -7.9200000000000079 -62.794999999999995 -9.9649999999999981 4.0050000000000008 10.205000000000002 1.0000000180025095e-35 -0.60355339059327362 1.0000000180025095e-35 30.065000000000005 4.0050000000000008 12.565000000000003 1.0000000180025095e-35 -0.21500000000000338 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 4 5 -2 13 -7 9 -1 -11 25 -9 -4 15 16 -15 -8 -12 -13 24 23 -23 -22 29 26 28 -28 -3 -21 right_child=3 2 6 -5 -6 7 17 12 -10 10 18 19 -14 14 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-10.395006343564114 0.029639190258965852 -0.63004723565318821 -0.039910441206073434 1.2074058033583175 0.50385173961425456 -0.26277384456057501 -0.20650374095102653 -0.00099972110380811561 -0.22256196163984621 -1.388704526490981 -0.19732211776065978 -1.1850302409827855 -1.0946583426695426 -0.25309267583211098 -0.12019248120991208 -0.10900845841675251 -0.16013664991008486 0.18515230903796695 -0.092925227299710075 -0.20812653678665563 -0.016065386062699871 -0.10436723980247255 -0.33624056438702243 -0.18358829349668532 0.020414347873115694 -0.0075015108431040999 -0.20448326716570153 -0.18919884298623665 0.032339490901830539 -0.36698453423984267 leaf_weight=27 721 240 503 13182 3773 262 34 20 38 51 41 39 55 27 279 108 63 341 29 111 20 325 30 98 195 45 57 83 60 29 leaf_count=27 721 240 503 13182 3773 262 34 20 38 51 41 39 55 27 279 108 63 341 29 111 20 325 30 98 195 45 57 83 60 29 internal_value=0.00225529 -0.00513331 -0.00432155 0.00343374 0.00220327 -0.00133081 -0.00228782 -0.00513947 -0.0168602 -0.0141081 -0.010876 -0.00639039 -0.0130667 -0.00367347 -0.00581132 -0.00953535 -0.0146667 0.00133333 -0.0171429 -0.00487839 -0.00441584 -0.00673996 -0.00366197 -0.016 -0.00113433 -0.00903093 -0.00990909 -0.016 -0.00706667 -0.00542857 internal_weight=20886 2873 2687 18013 4831 1058 1355 337 186 148 121 1332 75 980 477 198 90 375 70 847 808 473 355 118 335 485 440 140 300 140 internal_count=20886 2873 2687 18013 4831 1058 1355 337 186 148 121 1332 75 980 477 198 90 375 70 847 808 473 355 118 335 485 440 140 300 140 is_linear=0 shrinkage=0.04 Tree=26 num_leaves=31 num_cat=0 split_feature=15 23 24 15 23 7 15 15 15 16 10 32 18 17 15 9 23 24 27 28 24 15 26 34 31 3 21 2 27 31 split_gain=105.678 16.1198 6.54632 6.16312 9.61726 4.09929 3.77818 3.4732 16.3847 6.61733 5.21898 3.21801 3.1735 3.78604 3.76919 2.97088 2.53264 2.75197 2.46694 2.36859 2.05931 1.91808 1.98381 1.89747 1.82721 1.80793 1.70419 1.74575 1.70408 1.65996 threshold=36.195000000000007 -39.82 -6.8399999999999972 80.00500000000001 -8.9499999999999993 1.0000000180025095e-35 8.9950000000000028 4.0050000000000008 12.565000000000003 1.0000000180025095e-35 -0.9159756150367534 49.962249338629135 109.96500000000002 -1.0000000180025095e-35 4.0050000000000008 -0.60355339059327362 0.69499999999999329 4.1050000000000049 -7.9200000000000079 80.038260180384398 -62.794999999999995 -1.0000000180025095e-35 -40.204999999999991 219.68000000000004 52.752708333333338 87.500000000000014 98.805000000000021 3.5000000000000004 40.925000000000011 44.430208333333347 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 7 4 5 23 16 9 10 28 -9 26 13 -1 -15 -12 -4 24 -8 -13 -16 22 -19 -2 -18 -17 27 -7 -3 -27 right_child=3 2 6 -5 -6 11 18 8 -10 -11 15 19 -14 14 20 25 17 21 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-9.9792060898215489 0.057600421931293742 -0.41692760084939501 -0.0383140235578305 1.1591095712239847 0.50090416852605135 0.13094680479240936 -0.19824359131298547 -0.19630393647907349 -0.12692060988102288 -0.010465328864318484 0.0096238332900378913 -0.19183626683034113 -0.21365948317425232 -1.3331563454313418 -0.1894292330502334 -0.068750536618302702 -0.17663017121224842 -0.58920158593549343 0.17774621667644827 -1.1327720883839261 -0.089208218207721693 0.14774775395048678 -0.14482850357564789 -0.42307700135398718 -0.10725310321958308 -0.12599524024838593 -0.41844260719727694 -0.25369364436518227 -2.3002850024944288 -0.18141715952451601 leaf_weight=27 823 283 503 13182 3628 134 34 57 445 361 25 25 38 51 41 29 87 24 341 44 29 91 171 21 104 40 31 125 30 62 leaf_count=27 823 283 503 13182 3628 134 34 57 445 361 25 25 38 51 41 29 87 24 341 44 29 91 171 21 104 40 31 125 30 62 internal_value=0.00229742 -0.00482701 -0.0040387 0.00343374 0.00221155 -0.00088778 -0.00208118 -0.00603003 -0.00809726 -0.00401187 -0.0172207 -0.00446797 -0.0162151 -0.0135676 -0.0105455 -0.0134359 -0.00338775 -0.00547589 0.00133333 -0.0122319 -0.0165714 -0.00299301 -0.00523077 0.000635071 -0.00919372 -0.0158473 -0.00262069 -0.00155985 -0.00826837 -0.0183529 internal_weight=20886 2873 2687 18013 4831 1203 1355 1332 658 674 213 359 186 148 121 156 980 477 375 69 70 286 195 844 191 131 290 259 313 102 internal_count=20886 2873 2687 18013 4831 1203 1355 1332 658 674 213 359 186 148 121 156 980 477 375 69 70 286 195 844 191 131 290 259 313 102 is_linear=0 shrinkage=0.04 Tree=27 num_leaves=31 num_cat=0 split_feature=15 24 15 15 23 10 33 15 32 16 33 9 9 31 10 7 23 2 24 19 23 21 24 31 10 15 17 27 36 32 split_gain=99.3021 13.4876 8.4679 5.04541 9.50522 4.82401 4.73954 3.70758 3.59449 3.88953 3.1395 3.68245 3.29277 2.82558 2.8075 3.66928 2.23956 2.29985 2.06291 2.05321 2.07768 1.98629 1.97828 1.80721 1.94001 2.3702 3.32817 1.80359 1.72346 1.72279 threshold=40.005000000000003 -58.79999999999999 4.0050000000000008 81.165000000000006 -15.144999999999998 -0.9159756150367534 -146.60999999999999 14.690000000000003 39.075449788812811 97.735000000000014 4.0150000000000006 -0.5 0.78656609248549325 81.038541666666688 0.60355339059327384 1.0000000180025095e-35 -3.5599999999999983 4.5000000000000009 -12.514999999999999 8.9050000000000029 -43.124999999999993 68.00500000000001 -20.335000000000004 72.179375000000007 -0.12940952255126037 4.0050000000000008 9.0150000000000023 -9.4299999999999873 35.662734646839475 41.215852191466603 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 6 4 8 16 -1 10 -2 -10 23 -12 -13 19 15 -9 17 -3 -6 20 -4 -17 -16 24 -7 -26 -27 -11 -18 -15 right_child=3 5 13 -5 18 7 -8 14 9 27 11 12 -14 29 22 21 28 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-9.6307045231453241 0.020858319058409399 -0.16210819991379183 -0.14756630716166161 1.1471229921017463 0.15190984426746781 -0.15330771623597014 -0.36151479973988765 0.15771517131987772 -0.19562365950944086 -1.1406996160550127 0.035918790381268162 -0.17416335399758207 -0.051091920696386559 -0.35493514309811608 -0.06032746704582248 -0.36551593178390457 -0.17946165635689976 -0.52953046897100131 0.56014856505817301 -0.18228692266077365 -0.051346395593374526 0.025411929316381553 -0.23014016760317879 0.0017952692436904447 0.010704420179352732 0.024300519421113897 -0.11782083570435808 -0.43320335804650467 -0.07579308398798118 -0.24169579309375677 leaf_weight=26 332 171 25 12935 1079 783 138 471 171 40 33 62 29 21 92 39 20 208 3260 40 21 31 64 210 286 43 67 21 146 22 leaf_count=26 332 171 25 12935 1079 783 138 471 171 40 33 62 29 21 92 39 20 208 3260 40 21 31 64 210 286 43 67 21 146 22 internal_value=0.00231275 -0.00435958 -0.0125188 0.00345285 0.00236019 -0.00349183 -0.0064878 -0.00266063 -0.00252482 -0.00634483 -0.00377264 -0.00987097 -0.014022 -0.020186 -0.000246772 0.00111645 -0.00686239 -0.00855937 0.00299516 -0.0243721 -0.0186087 -0.00742857 -0.00497436 -0.00322822 -0.00383715 -0.00155556 -0.00654545 -0.0150164 -0.00298795 -0.011814 internal_weight=20886 3048 293 17838 4903 2755 164 2210 564 232 1513 124 91 129 697 541 545 379 4339 86 46 70 156 1389 1179 396 110 61 166 43 internal_count=20886 3048 293 17838 4903 2755 164 2210 564 232 1513 124 91 129 697 541 545 379 4339 86 46 70 156 1389 1179 396 110 61 166 43 is_linear=0 shrinkage=0.04 Tree=28 num_leaves=31 num_cat=0 split_feature=15 24 15 15 23 24 33 7 15 36 32 7 31 23 0 15 15 15 17 0 17 15 15 9 2 3 9 15 36 16 split_gain=92.7247 12.5669 8.38762 5.89404 9.29561 4.88005 3.98861 3.68506 3.48159 3.38933 3.08013 2.86543 2.68109 2.4671 2.57691 2.92234 2.92233 2.25295 5.14592 2.23048 2.00284 4.13944 9.30193 3.57279 2.11092 2.07084 2.40484 1.97419 1.91051 1.88048 threshold=36.195000000000007 -58.79999999999999 4.0050000000000008 81.165000000000006 -8.9499999999999993 -3.8399999999999959 -146.60999999999999 1.0000000180025095e-35 5.120000000000001 49.237758732134601 53.720149331415548 1.0000000180025095e-35 81.038541666666688 0.69499999999999329 16.500000000000004 -0.80499999999999994 1.0000000180025095e-35 4.0050000000000008 64.265000000000015 15.500000000000002 0.092500000000000013 4.0050000000000008 10.205000000000002 -0.60355339059327362 5.5000000000000009 92.500000000000014 0.78656609248549325 -1.5699999999999998 45.313116726538588 0.092500000000000013 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 6 4 7 11 -1 -2 13 -9 -11 20 -4 19 15 -15 -17 27 28 -7 -3 29 23 -23 -24 -25 -27 -13 -19 -22 right_child=3 5 12 -5 -6 8 -8 9 -10 10 -12 17 -14 14 -16 16 -18 18 -20 -21 21 22 24 25 -26 26 -28 -29 -30 -31 leaf_value=-9.2454763422195114 0.042091150896365781 -0.35703589963794791 -0.14298110773490927 1.1012380724176762 0.47150468779653198 0.0033263334290619434 -0.34705420775029217 -0.21399407392624525 0.086725173408839673 -0.25490373342422162 -1.0900109560880513 -1.0525345105220134 -0.32064182125474999 -0.12530740328556492 -0.081177863600874214 -0.231646653415784 -0.1369815065647165 -0.56735812168050848 -0.039274348083940577 -0.15075796651364107 -0.17819057518908366 0.0054011903835137253 -0.054087991191314327 -0.094368133193554776 -0.17787516727896577 -0.16877424201748525 -0.088415247535045247 -0.022850923493498189 -0.1300451021826865 0.017927121197649651 leaf_weight=26 873 228 84 12935 3835 336 138 266 381 78 26 36 43 139 175 37 67 24 35 51 140 22 384 30 86 65 28 53 25 240 leaf_count=26 873 228 84 12935 3835 336 138 266 381 78 26 36 43 139 175 37 67 24 35 51 140 22 384 30 86 65 28 53 25 240 internal_value=0.00233381 -0.00433971 -0.0122199 0.00339821 0.0022434 -0.00345159 -0.0062439 -0.000762671 -0.00156492 -0.00410811 -0.0102308 -0.00505444 -0.019937 -0.0030559 -0.0051866 -0.00785185 -0.0129231 -0.00987283 -0.0145714 -0.000754522 -0.00437285 -0.00359799 -0.00562602 -0.0144828 -0.00289362 -0.0171382 -0.020086 -0.0054382 -0.0229388 -0.000315789 internal_weight=20886 2873 291 18013 5078 2582 164 1243 1186 370 104 1396 127 805 418 243 104 173 84 387 1223 995 615 145 470 123 93 89 49 380 internal_count=20886 2873 291 18013 5078 2582 164 1243 1186 370 104 1396 127 805 418 243 104 173 84 387 1223 995 615 145 470 123 93 89 49 380 is_linear=0 shrinkage=0.04 Tree=29 num_leaves=31 num_cat=0 split_feature=15 24 15 15 23 15 23 16 32 16 31 23 15 23 15 9 3 0 24 10 33 32 24 26 27 9 22 13 32 22 split_gain=85.2477 10.6741 6.47729 10.2515 8.24377 5.09088 9.07545 4.55101 3.40602 4.04573 3.16206 3.79014 2.70671 2.45879 3.28489 2.56453 2.23435 2.33175 2.21785 2.13333 2.03301 1.96348 1.8529 1.99111 1.80359 1.80237 2.34393 1.88635 2.18309 2.02657 threshold=40.005000000000003 -36.394999999999989 4.0050000000000008 12.565000000000003 -48.54999999999999 81.165000000000006 -15.144999999999998 0.58500000000000008 39.075449788812811 97.735000000000014 70.697916666666686 -3.4400000000000057 10.205000000000002 0.04999999999999858 4.0050000000000008 -0.91597561503675329 187.50000000000003 12.500000000000002 -12.514999999999999 -0.9159756150367534 -146.60999999999999 47.731544634974149 -7.8299999999999983 -62.449999999999989 -9.4299999999999873 -0.37940952255126059 57.490000000000002 0.26037272046371446 33.027245075823863 -13.349999999999998 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 7 19 -5 6 8 16 -2 -10 11 25 13 14 -13 -15 17 -1 -8 21 -19 -4 -17 -24 -11 -3 27 -27 -29 -30 right_child=5 10 3 4 -6 -7 18 -9 9 24 -12 12 -14 15 -16 22 -18 20 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-4.5218770509213941 0.024231686287417342 -0.15454276736433772 -0.45822470798491538 -0.1449863349774046 -0.10784436995168419 1.057188549520969 0.13248870651515182 -0.0057780304857232446 -0.1894823591649179 -1.0856504884312481 -0.00033779987772383275 0.0033084449365953957 0.051354238402176462 -0.06577980797752099 -0.089386368302773647 -0.16116871882153544 0.031841513002310737 -8.4729905560289236 0.52000959960357196 -0.14599463345662167 -0.39699698056305749 -0.096882802505418739 -0.16395435051420512 -0.12432593975097003 -0.4056790744364438 -0.14665832258153588 -0.11246606960982324 -0.4905581145814874 -0.84086659733022884 -0.17138796958620098 leaf_weight=23 332 134 43 28 203 12935 1079 194 171 40 580 392 302 186 29 24 20 22 3260 55 56 23 22 324 21 115 150 50 20 53 leaf_count=23 332 134 43 28 203 12935 1079 194 171 40 580 392 302 186 29 24 20 22 3260 55 56 23 22 324 21 115 150 50 20 53 internal_value=0.00236062 -0.00382152 -0.00829385 -0.0120227 -0.00708225 0.00341698 0.0023194 -0.00412698 -0.0024539 -0.00617241 -0.00256867 -0.00339589 -0.00222361 -0.00324667 -0.000940617 -0.00499281 -0.0102149 -0.0126337 0.00293985 -0.0214545 -0.00933333 -0.026303 -0.00691892 -0.00617341 -0.0150164 -0.0062682 -0.00764948 -0.0101176 -0.013561 -0.00915068 internal_weight=20886 3048 667 352 231 17838 4903 315 564 232 2381 1801 1279 977 421 556 121 101 4339 121 78 66 370 346 61 522 388 238 123 73 internal_count=20886 3048 667 352 231 17838 4903 315 564 232 2381 1801 1279 977 421 556 121 101 4339 121 78 66 370 346 61 522 388 238 123 73 is_linear=0 shrinkage=0.04 Tree=30 num_leaves=31 num_cat=0 split_feature=15 23 15 33 18 15 7 32 9 9 36 9 3 24 14 9 15 15 28 17 33 24 15 0 25 25 11 34 32 27 split_gain=77.8783 10.088 4.38411 7.98348 5.31391 4.33695 8.76145 9.47669 4.20744 4.65487 3.88976 3.53182 2.62861 2.49662 2.45504 2.39107 3.3 2.35478 2.21159 2.10136 2.48409 1.84342 1.98074 2.86969 1.718 1.63612 1.5712 2.70758 1.53015 1.40831 threshold=44.995000000000012 -32.904999999999994 14.690000000000003 4.0150000000000006 68.00500000000001 87.395000000000024 1.0000000180025095e-35 45.66091173292206 -0.37940952255126059 0.78656609248549325 49.351008296925436 -0.5 138.50000000000003 -19.214999999999993 0.41202506375868281 0.78656609248549325 10.205000000000002 -20.014999999999997 38.243689896980207 58.005000000000003 -3.8749999999999996 -58.79999999999999 4.0050000000000008 11.500000000000002 -15.589999999999995 64.394999999999996 0.6078576107927941 134.215 28.446085373717164 -7.9200000000000079 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 3 17 11 6 13 14 -4 19 29 -5 -12 25 28 16 -13 -3 -19 20 -10 22 23 -1 -20 -2 27 -24 -8 -9 right_child=5 2 8 4 -6 -7 7 10 9 -11 12 15 -14 -15 -16 -17 -18 18 24 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.23136629850527107 0.19888758620609701 -0.49210346747726508 0.21078331079198642 0.10901729997569279 -0.25823916051370538 1.184100836641693 0.066671009607829484 -1.2959857691168832 -0.40511840168466146 0.13562733113178568 -1.5855180806413354 -0.16467636169024163 -0.99441805235587188 0.58378987413589212 0.46353173052102015 -0.044601096001297844 -0.093275884279191673 -0.069581583440245648 -0.1074318238863886 -0.1664443238451381 -0.13632939096428112 -0.11384326085020724 -0.13147786561946309 -4.3490832395827272 -0.045439308265625755 -0.18769902081166051 -0.36291515097278726 -0.10767646391528224 -0.27445436206008478 0.0043796589674433136 leaf_weight=23 793 208 393 29 40 11440 228 36 33 232 25 33 39 4440 274 29 22 1568 20 210 182 77 34 63 21 55 30 47 219 43 leaf_count=23 793 208 393 29 40 11440 228 36 33 232 25 33 39 4440 274 29 22 1568 20 210 182 77 34 63 21 55 30 47 219 43 internal_value=0.0023951 -0.00324954 -0.00258278 -0.00369543 -0.0124706 0.00345202 0.00259558 -0.00113889 -0.000495238 -0.00245358 -0.0105455 -0.0080354 -0.017875 0.00320575 0.000726769 -0.0121905 -0.0170909 -0.00295652 -0.00243878 -0.00494118 -0.00772093 -0.0105985 -0.0126497 -0.00809302 -0.0116098 0.00121698 -0.0161802 -0.013284 -0.00110067 -0.00460759 internal_weight=20886 3294 3020 1970 153 17592 6152 864 1050 657 143 113 64 5288 721 84 55 1817 1609 425 215 274 197 86 41 848 111 81 447 79 internal_count=20886 3294 3020 1970 153 17592 6152 864 1050 657 143 113 64 5288 721 84 55 1817 1609 425 215 274 197 86 41 848 111 81 447 79 is_linear=0 shrinkage=0.04 Tree=31 num_leaves=31 num_cat=0 split_feature=15 24 15 7 32 15 0 15 15 23 15 20 18 27 33 24 36 3 31 14 0 15 21 25 36 16 34 32 10 16 split_gain=71.2692 7.95296 4.41975 8.24336 8.05558 3.82135 3.7066 3.67688 11.7814 6.22107 4.605 3.71857 3.88509 3.31576 2.84802 2.72014 2.65761 2.51577 2.43139 2.32886 1.95257 1.88405 1.78175 1.71509 1.60128 1.95951 1.51866 1.48993 1.4848 1.47053 threshold=44.995000000000012 -19.484999999999996 87.395000000000024 1.0000000180025095e-35 44.577551011658223 10.205000000000002 10.500000000000002 4.0050000000000008 12.565000000000003 -48.54999999999999 -20.014999999999997 64.705000000000013 68.00500000000001 1.0499999999999956 -146.60999999999999 -16.904999999999998 49.351008296925436 141.50000000000003 36.614166666666677 0.41202506375868281 13.500000000000002 -32.919999999999995 48.655000000000008 64.394999999999996 53.071664315454775 7.0300000000000002 93.940000000000012 28.446085373717164 0.60355339059327384 96.405000000000015 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 3 15 19 21 16 10 11 -10 14 12 26 18 -1 23 29 -18 -7 27 -16 -3 -13 -2 -12 -26 -9 -5 -15 -6 right_child=2 5 -4 4 6 13 -8 8 9 -11 24 22 -14 28 20 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-8.3627743367062646 0.22576314911521778 -0.4114243904305806 1.1367368031760254 0.064004169223516275 -0.32918135879579302 -0.35805717813007676 0.028231484482083347 -0.13203248307930998 -0.13579493828977848 -0.11483591812122992 0.019074975313063146 -0.16696107055510362 -0.13915018843133659 0.25508827544443902 -1.6147451314717416 0.56721704925121397 -1.4977021236492403 -1.0179364111634801 -0.035302151747869978 0.44778442173608674 -0.14956885488222793 -0.073764108467415601 -0.15796541406060208 -0.19133339032399943 -0.99955846066606457 0.0059359331973293083 0.003615425061748443 -0.2717402788454788 -0.12415894145157848 -1.6997727037385 leaf_weight=26 971 54 11440 228 38 55 46 22 29 498 281 41 63 477 59 4256 26 29 172 272 75 1254 36 61 26 38 38 202 50 23 leaf_count=26 971 54 11440 228 38 55 46 22 29 498 281 41 63 477 59 4256 26 29 172 272 75 1254 36 61 26 38 38 202 50 23 internal_value=0.00242957 -0.00297025 0.00344065 0.00257607 -0.0010463 -0.00145102 -0.00908642 -0.00551299 -0.00733425 -0.00419734 -0.00289109 -0.0156 -0.0112846 0.000816976 -0.0085 0.00316793 -0.0128966 -0.0192727 -0.00322467 0.000809117 -0.00614925 -0.00275841 -0.0224935 0.00132558 -0.000289855 -0.006 -0.004 -0.00102326 0.00255787 -0.00714754 internal_weight=20886 3294 17592 6152 864 2062 162 1232 727 527 505 200 123 754 160 5288 116 55 227 702 134 1308 77 1032 345 64 60 430 527 61 internal_count=20886 3294 17592 6152 864 2062 162 1232 727 527 505 200 123 754 160 5288 116 55 227 702 134 1308 77 1032 345 64 60 430 527 61 is_linear=0 shrinkage=0.04 Tree=32 num_leaves=31 num_cat=0 split_feature=15 24 15 15 15 23 10 15 15 7 32 36 23 26 3 31 23 33 9 14 15 13 27 28 24 24 14 22 9 33 split_gain=68.6607 9.28091 4.50109 4.42588 6.8686 4.86784 4.2159 4.18613 3.37026 7.5644 8.64074 3.69415 2.87748 2.38636 2.59286 2.38021 2.80519 2.34738 2.94253 2.30066 2.29959 2.19247 2.18902 2.59319 2.09778 2.03072 1.88955 1.83595 1.73435 1.7112 threshold=50.780000000000008 -39.374999999999993 14.690000000000003 4.0050000000000008 12.565000000000003 -48.54999999999999 0.91597561503675351 -32.919999999999995 87.395000000000024 1.0000000180025095e-35 43.96024631900405 49.351008296925436 -3.149999999999999 -17.465 142.50000000000003 37.55541666666668 -10.154999999999996 4.0150000000000006 -0.5 -0.6652727025667432 -59.984999999999992 0.60555468348150676 -27.324999999999999 34.994087432375132 -16.904999999999998 -19.214999999999993 0.39629089145655322 22.120000000000005 0.78656609248549325 21.355000000000004 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 17 7 22 -6 12 27 9 24 26 -12 15 -13 -15 16 -4 20 -19 -20 -3 29 -5 -24 -2 -14 -11 -1 -21 -8 right_child=8 2 6 4 5 -7 21 -9 -10 10 11 13 25 14 -16 -17 -18 18 19 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.2920285764985979 0.25988998896443399 -1.6936520203233136 0.041716277981657321 -0.10997079583436642 -0.12907738599959345 -0.11375539215287331 -0.32217268133231669 -0.00061050837063023999 1.0912673310489842 -0.038798412783708193 -0.41186290191960973 -0.31649590007051176 -0.44574481549205475 -1.3402131072726775 -0.99756443197628009 -0.015871332163581831 -0.21883293310329766 0.15278498722799147 -0.15815609316764559 -0.097798992244642446 -0.078083670559855725 0.015429785518852785 -0.092724044388632229 -0.18457758004771191 0.5901276159606198 0.27602435795198971 0.47451268112994138 -5.0676272428740647 0.035187271312452612 -0.14211075320738442 leaf_weight=51 924 33 21 20 30 238 56 213 11440 386 96 22 20 20 28 458 33 29 22 42 1562 33 24 67 4003 675 261 30 23 26 leaf_count=51 924 33 21 20 30 238 56 213 11440 386 96 22 20 20 28 458 33 29 22 42 1562 33 24 67 4003 675 261 30 23 26 internal_value=0.00242957 -0.00250836 -0.00156545 -0.0067578 -0.00961478 -0.00614925 0.000187595 -0.00307483 0.00349476 0.00270383 -0.000870849 -0.00901205 0.000884839 -0.016 -0.021 -0.00139062 -0.00933333 -0.00291993 -0.00841379 -0.012092 -0.00252038 -0.00713043 -0.017982 -0.0206154 0.00329369 0.00256115 0.00121793 -0.0108148 -0.00830769 -0.0106341 internal_weight=20886 3706 3033 673 379 268 1322 294 17180 5740 813 166 1207 70 48 512 54 1711 116 87 1595 115 111 91 4927 695 647 81 65 82 internal_count=20886 3706 3033 673 379 268 1322 294 17180 5740 813 166 1207 70 48 512 54 1711 116 87 1595 115 111 91 4927 695 647 81 65 82 is_linear=0 shrinkage=0.04 Tree=33 num_leaves=31 num_cat=0 split_feature=15 24 15 15 15 23 10 15 15 23 7 9 33 16 23 33 33 23 35 14 27 28 36 15 23 24 13 10 0 31 split_gain=64.0825 8.47185 4.32947 4.2879 4.07802 4.61783 3.90705 3.84975 3.35031 7.6382 3.03264 2.95073 3.12942 2.6032 2.59949 2.52893 2.41758 3.30333 2.31246 2.65979 2.30012 2.20417 2.1856 2.0739 2.06339 1.97927 1.93271 1.8375 1.71723 1.55972 threshold=50.780000000000008 -41.524999999999999 4.0050000000000008 14.690000000000003 12.565000000000003 -48.54999999999999 0.91597561503675351 -32.919999999999995 87.395000000000024 -19.589999999999993 1.0000000180025095e-35 0.37940952255126054 -0.14999999999999999 101.39500000000002 -7.3600000000000056 -1.9974999999999998 4.0150000000000006 -9.4299999999999979 86.353735119047641 0.33222858587828868 -20.749999999999993 34.994087432375132 43.375439079837413 -59.984999999999992 -3.2700000000000049 -19.794999999999995 0.60555468348150676 0.60355339059327384 13.500000000000002 36.614166666666677 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 7 16 20 -6 10 28 9 11 24 18 13 -13 -11 -12 23 22 -2 -20 -4 -22 -18 -3 29 -26 -8 -19 -1 -5 right_child=8 3 4 6 5 -7 26 -9 -10 14 15 12 -14 -15 -16 -17 17 27 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-6.189915547181962 0.239275118306808 -1.4638095448471125 -0.11131981695349524 -0.13645365182745209 -0.12391429055960972 -0.11758556574098859 -0.2905596634527598 0.00029042945670305356 1.0476166378070249 0.16535493853338715 -0.45654989038753407 -0.35038672046361596 -0.091014649080059545 -0.91697090017855032 0.54598408686607269 -0.037604847763869881 -0.15395638458288066 0.0016581642919788963 -0.9005904651079305 0.47213397561848985 -0.087598593719943468 -0.23486183394233759 -0.078385909131949275 -0.07534689719276165 -0.41569508873854766 0.30807014078410527 0.014812594098098675 -0.099934612036356049 -0.53363526330320787 0.0049664551322824921 leaf_weight=31 129 35 25 40 30 202 87 205 11440 1188 43 37 60 30 4217 95 21 60 45 34 20 60 20 1579 22 618 33 20 42 418 leaf_count=31 129 35 25 40 30 202 87 205 11440 1188 43 37 60 30 4217 95 21 60 45 34 20 60 20 1579 22 618 33 20 42 418 internal_value=0.00245638 -0.00231409 -0.00660163 -0.00146102 -0.00964985 -0.00668965 0.000224189 -0.00290647 0.00348545 0.00269686 0.000893204 -0.00316418 -0.0079685 -0.0139104 0.00306013 -0.00469565 -0.0027781 -0.0082314 -0.000230769 -0.00562025 -0.0161905 -0.0195 -0.0174634 -0.00236927 0.00159563 0.0030625 -0.00666667 -0.0035 -0.0107945 -0.000454148 internal_weight=20886 3706 615 3091 337 232 1356 278 17180 5740 1236 335 127 67 5405 138 1735 121 208 79 105 80 41 1614 1098 640 120 80 73 458 internal_count=20886 3706 615 3091 337 232 1356 278 17180 5740 1236 335 127 67 5405 138 1735 121 208 79 105 80 41 1614 1098 640 120 80 73 458 is_linear=0 shrinkage=0.04 Tree=34 num_leaves=31 num_cat=0 split_feature=15 24 15 9 9 15 15 23 15 7 32 31 36 16 15 3 33 23 17 24 14 10 31 33 25 36 31 34 22 31 split_gain=58.4008 7.15273 4.23582 3.99607 5.20858 3.97676 3.55864 4.94981 3.5213 7.33782 7.63432 3.21429 3.09608 2.78135 2.75746 2.6859 2.66732 2.64572 2.33211 2.2067 2.10217 2.05908 1.76667 1.7625 1.49886 1.64456 1.37274 1.35902 1.33181 1.26124 threshold=50.780000000000008 -41.524999999999999 12.565000000000003 -0.37940952255126059 0.78656609248549325 4.0050000000000008 12.565000000000003 -48.54999999999999 87.095000000000013 1.0000000180025095e-35 45.66091173292206 68.294166666666683 49.351008296925436 41.735000000000007 -32.919999999999995 138.50000000000003 4.0150000000000006 -9.4299999999999979 52.005000000000003 -16.904999999999998 0.41202506375868281 -0.12940952255126037 52.184583333333343 -2.0049999999999994 -27.484999999999989 38.752116374794987 65.655833333333348 106.50500000000001 22.120000000000005 32.727291666666673 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 16 -4 18 14 11 -8 9 19 20 -7 -12 -13 28 -14 21 -18 23 -2 -11 22 -3 -5 25 -9 -25 -24 -1 -20 right_child=8 2 3 4 -6 6 7 24 -10 10 12 13 15 -15 -16 -17 17 -19 29 -21 -22 -23 27 26 -26 -27 -28 -29 -30 -31 leaf_value=-2.0241008779511267 0.2408351747162068 -0.18484456066688273 0.19699645100622706 -0.38796909453801515 0.15002029964771471 -0.0953372337470898 -0.11895771893722533 -0.20685250823298876 0.99875191860119672 -0.063016002567398838 -0.40084384277236729 -0.23982244279329862 -1.4160781774539044 -0.291144256809172 0.00027881227843493231 -0.87507811049577755 -0.12077836895752839 -0.06695216011046512 -0.29850681946664287 0.54700433480411503 0.41240615688649096 0.0080413987906399614 -0.31522908370475516 -0.098402066603193533 -0.088054793855871435 -0.073059001766749385 -0.20791657376245581 -0.046485166550460963 -5.2868237008604071 -0.079978896047416648 leaf_weight=45 910 515 550 38 333 42 30 22 11522 413 70 38 25 25 205 36 32 66 21 3950 254 394 20 122 137 43 44 643 28 313 leaf_count=45 910 515 550 38 333 42 30 22 11522 413 70 38 25 25 205 36 32 66 21 3950 254 394 20 122 137 43 44 643 28 313 internal_value=0.00247745 -0.00207663 -0.00129279 0.000312456 -0.00137313 -0.00601626 -0.00893769 -0.00617241 0.00345984 0.00264263 -0.000912281 -0.0150476 -0.00974046 -0.0207619 -0.00247482 -0.0163279 -0.00265868 -0.00906122 -0.00380669 0.00322634 0.000821589 -0.00225954 -0.00309677 -0.00717647 -0.00392079 -0.00892308 -0.00539759 -0.00173152 -0.00915068 -0.0017485 internal_weight=20886 3706 3091 1421 871 615 337 232 17180 5658 798 105 131 63 278 61 1670 98 538 4860 667 1572 1178 204 202 65 166 663 73 334 internal_count=20886 3706 3091 1421 871 615 337 232 17180 5658 798 105 131 63 278 61 1670 98 538 4860 667 1572 1178 204 202 65 166 663 73 334 is_linear=0 shrinkage=0.04 Tree=35 num_leaves=31 num_cat=0 split_feature=15 24 15 15 7 32 23 15 15 23 19 0 35 10 14 15 24 35 23 15 33 16 36 34 16 22 0 36 24 22 split_gain=56.3037 5.94311 3.7724 3.63504 7.72959 8.29252 3.31646 3.20129 3.76818 4.59117 2.84345 2.62539 2.45417 2.44623 2.22031 2.18613 1.81443 1.75317 1.67007 1.89398 1.83086 1.87208 1.63348 1.67421 1.62963 1.6 1.49719 1.4922 1.45122 1.41306 threshold=50.780000000000008 -39.374999999999993 14.690000000000003 90.675000000000026 1.0000000180025095e-35 45.66091173292206 -3.149999999999999 4.0050000000000008 12.565000000000003 -48.54999999999999 22.645000000000007 10.500000000000002 53.834255952380957 0.91597561503675351 0.41202506375868281 -32.919999999999995 -16.904999999999998 64.804032738095245 -8.4549999999999965 -32.919999999999995 4.0150000000000006 22.730000000000004 50.197019489236219 130.72000000000003 41.735000000000007 6.8100000000000014 1.0000000180025095e-35 47.387011392646166 -19.214999999999993 16.910000000000004 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 18 4 16 14 12 15 10 -10 -9 22 -4 28 29 17 -2 -1 20 27 -3 -22 -7 -24 -12 -19 -14 -20 -8 -6 right_child=3 2 6 -5 5 11 13 8 9 -11 24 -13 26 -15 -16 -17 -18 25 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.17738822414560923 0.26367177424723648 -0.20899989891034657 -0.21451171118601142 1.0617619565858525 -0.34579445819617183 -0.44919467932308721 -0.40919596455547741 -0.10268074289720978 -0.11419941017973631 -0.099553991188530838 -0.16167475486530297 0.14914071708680768 -0.26952204652696699 -0.26381634066658805 0.42452006572031686 -0.00060885770521055822 0.54000528986934682 -3.5961550760962031 -0.010865917650516579 -0.051440137702099133 -0.12382817848067473 -0.066923441220052532 -0.44429718280607466 -1.5716167619926944 -0.096669552065952055 -6.3690968692862819 -0.0095824673536041103 -0.42716495920050324 0.25475866449102097 0.04175217422295293 leaf_weight=21 1060 201 59 10579 68 68 20 53 30 238 37 35 38 21 299 213 4605 36 25 1401 20 22 20 33 21 24 509 42 675 413 leaf_count=21 1060 201 59 10579 68 68 20 53 30 238 37 35 38 21 299 213 4605 36 25 1401 20 22 20 33 21 24 509 42 675 413 internal_value=0.00248128 -0.00199029 -0.00123574 0.00344587 0.00270929 -0.000658119 0.000369138 -0.00539079 -0.00782058 -0.00525373 -0.014018 -0.00907692 -0.00180858 0.00221229 0.00102564 -0.0022585 0.00326567 -0.00785185 -0.00247574 -0.0019673 -0.00554732 -0.0131429 -0.0118678 -0.0171321 -0.0201379 -0.0113333 -0.000972578 -0.00853731 0.00261871 -0.000656964 internal_weight=20886 3706 3033 17180 6601 936 1322 673 379 268 111 156 606 716 780 294 5665 81 1711 1468 243 42 121 53 58 60 547 67 695 481 internal_count=20886 3706 3033 17180 6601 936 1322 673 379 268 111 156 606 716 780 294 5665 81 1711 1468 243 42 121 53 58 60 547 67 695 481 is_linear=0 shrinkage=0.04 Tree=36 num_leaves=31 num_cat=0 split_feature=15 23 15 23 7 15 9 15 33 15 33 0 16 27 16 15 26 36 14 29 15 10 13 36 23 16 29 3 10 16 split_gain=53.7597 5.20827 3.71384 6.98658 3.7728 3.62787 3.43039 3.04255 3.9705 4.19587 2.98135 2.86836 2.68716 2.66734 2.40167 4.24879 2.25093 2.31259 2.25333 2.2301 2.14617 1.94996 2.20965 1.87778 1.84808 1.52381 1.51457 1.50307 1.45156 1.43564 threshold=50.780000000000008 -7.1850000000000014 90.675000000000026 -8.819999999999995 1.0000000180025095e-35 12.565000000000003 -0.37940952255126059 25.425000000000004 3.3550000000000004 10.205000000000002 11.070000000000002 10.500000000000002 77.115000000000009 -8.3550000000000093 7.0300000000000002 7.0050000000000008 -2.6599999999999979 49.020694878735362 -0.59867820553660911 56.599523044152228 -32.919999999999995 0.60355339059327384 0.59868201182722736 51.115210989849281 0.69499999999999329 43.455000000000005 93.066227970780673 183.50000000000003 -0.9159756150367534 9.0150000000000023 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 6 3 4 -2 20 -1 8 14 -10 11 26 -9 -7 27 -16 -17 18 -18 -11 23 28 24 -3 -23 -21 -6 -8 -15 -22 right_child=2 5 -4 -5 10 13 7 12 9 19 -12 -13 -14 21 15 16 17 -19 -20 25 29 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017868728750362972 0.25352489890260888 -0.11154792714843272 1.0192914783224183 0.48599442705245216 -0.47097086699809809 -0.39129251876211901 -1.5625781486438572 -0.075453059067989631 -0.11145521130443388 0.0067398005664184128 0.062094051115611601 -0.039016600457802919 -0.1982478353459092 -0.10517820503735081 0.0059197146301972247 -0.067124433724613075 -0.030821080436289651 -0.033145268377338347 -0.24723831887420314 -0.20805362816441952 -0.047168750804736759 -0.11453583434851534 0.039969982867530743 -1.5759905216249188 -0.29819927144274172 -0.087683289754532309 -0.95634363018593449 -0.11640673802353753 0.23541387275578746 -0.070538093035566157 leaf_weight=292 1021 40 10579 5125 106 35 86 376 53 26 227 90 32 73 199 74 20 26 30 24 1291 52 51 32 20 32 32 27 729 86 leaf_count=292 1021 40 10579 5125 106 35 86 376 53 26 227 90 32 73 199 74 20 26 30 24 1291 52 51 32 20 32 32 27 729 86 internal_value=0.00248702 -0.00188235 0.00342957 0.00268505 0.000260163 -0.000782067 -0.00392598 -0.00503483 -0.00685427 -0.0128889 -0.00276923 -0.006 -0.00237255 0.001125 -0.00509091 -0.00344986 -0.00853333 -0.0133684 -0.0184 -0.00721951 -0.00204555 0.00153514 -0.00315447 -0.00877778 -0.00766667 -0.0117143 -0.00962319 -0.0101593 0.00225436 -0.00169354 internal_weight=20886 3706 17180 6601 1476 2409 1297 1005 597 135 455 228 408 960 462 349 150 76 50 82 1449 925 123 72 72 56 138 113 802 1377 internal_count=20886 3706 17180 6601 1476 2409 1297 1005 597 135 455 228 408 960 462 349 150 76 50 82 1449 925 123 72 72 56 138 113 802 1377 is_linear=0 shrinkage=0.04 Tree=37 num_leaves=31 num_cat=0 split_feature=15 23 15 15 7 32 9 0 20 17 36 16 15 15 15 23 15 14 27 33 20 20 15 18 24 22 0 0 27 35 split_gain=50.545 4.90567 4.28269 3.87401 6.61625 6.23312 3.07876 3.85047 3.1006 3.33018 2.90157 2.34545 2.82893 5.48252 2.26371 2.1444 2.08448 1.77621 1.70158 1.66234 1.65557 1.79718 1.55607 3.16152 1.51466 1.39811 1.92748 1.29586 1.31994 1.29392 threshold=50.780000000000008 -2.0850000000000004 14.690000000000003 92.00500000000001 1.0000000180025095e-35 43.96024631900405 -0.37940952255126059 6.5000000000000009 53.875000000000007 96.825000000000003 50.197019489236219 50.780000000000008 4.0050000000000008 12.565000000000003 1.0000000180025095e-35 -7.8499999999999988 -59.984999999999992 0.39629089145655322 -7.9200000000000079 -2.0049999999999994 -1.0000000180025095e-35 79.975000000000009 75.155000000000015 119.00500000000001 -12.514999999999999 16.910000000000004 10.500000000000002 1.0000000180025095e-35 -6.0049999999999946 76.178526785714297 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 6 16 4 15 17 -1 27 -9 11 18 12 14 -14 -10 22 -3 25 -7 -15 -12 -22 23 -2 -4 26 -6 28 -8 -27 right_child=3 2 24 -5 5 10 7 8 9 -11 20 -13 13 19 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.0091221135653010745 0.13738943553043234 -2.1753703047570792 -0.29928682529065709 1.014519880224678 -0.47702464893139146 -0.88997185032355264 -0.23197343938040285 -0.10379221279103622 -0.75713688118481148 -0.20265376013757394 -0.38334136965393362 -0.1734538654203229 -0.12336980841953875 -0.39263861442242998 0.05737244971067311 0.51521728416668766 -0.047495782436909668 0.40487930709517839 0.047095657342002273 -0.24832605776596053 -1.5946085030171855 -0.35590032763193336 0.40574779377255504 -0.34044620524159735 0.25510167091163566 0.1750106319485111 0.16631108387119345 -0.0059024838924182548 0.0041159321764503301 -0.083769633124970003 leaf_weight=461 524 26 46 10251 39 57 32 495 90 20 27 141 44 22 44 4718 1141 307 65 77 29 20 656 51 615 216 27 419 33 193 leaf_count=461 524 26 46 10251 39 57 32 495 90 20 27 141 44 22 44 4718 1141 307 65 77 29 20 656 51 615 216 27 419 33 193 internal_value=0.00249469 -0.00174204 -0.000266958 0.00340861 0.00267802 -0.000367347 -0.00317785 -0.00410162 -0.00560343 -0.00805479 -0.00670707 -0.00729187 -0.0094296 -0.0133427 -0.00525373 0.00317969 -0.00172408 0.00123785 -0.00288525 -0.00812121 -0.0128421 -0.0172245 0.00169293 0.000173913 0.0023056 -0.000294737 -0.00569697 -0.00120661 -0.00646154 0.000577017 internal_weight=20886 3706 1828 17180 6929 980 1878 1417 933 438 198 418 277 143 134 5949 1167 782 122 99 76 49 1231 575 661 475 66 484 65 409 internal_count=20886 3706 1828 17180 6929 980 1878 1417 933 438 198 418 277 143 134 5949 1167 782 122 99 76 49 1231 575 661 475 66 484 65 409 is_linear=0 shrinkage=0.04 Tree=38 num_leaves=31 num_cat=0 split_feature=15 23 15 7 32 15 9 0 20 17 16 32 15 15 15 23 10 23 13 22 0 25 23 0 23 15 23 26 0 21 split_gain=48.2417 4.28266 3.87401 6.44009 6.10835 3.82008 2.6342 3.54554 2.39638 2.78605 2.74773 2.39375 2.16976 6.22632 2.03963 2.03277 1.79126 2.04848 1.61778 1.61404 1.98454 1.56385 1.36672 2.61525 2.06487 1.86999 2.12143 1.43824 1.38772 1.43669 threshold=50.780000000000008 -2.0850000000000004 92.00500000000001 1.0000000180025095e-35 29.448152178459349 14.690000000000003 -0.37940952255126059 6.5000000000000009 53.875000000000007 96.825000000000003 54.535000000000004 63.511479140407189 4.0050000000000008 12.565000000000003 1.0000000180025095e-35 -7.8499999999999988 0.60355339059327384 1.2650000000000008 0.86548282553247169 10.005000000000001 10.500000000000002 -19.415000000000003 0.69499999999999329 15.500000000000002 4.9600000000000053 4.0050000000000008 -0.37499999999999994 -40.204999999999991 16.500000000000004 98.065000000000012 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 6 3 15 -5 22 -1 -8 -9 10 12 19 14 -14 -10 -2 -7 -18 -15 20 21 -6 23 25 28 -3 -27 -26 29 -24 right_child=2 5 -4 4 11 16 7 8 9 -11 -12 -13 13 18 -16 -17 17 -19 -20 -21 -22 -23 24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.0087572290226889012 0.23742623622201262 0.028928034242202149 0.9739390850156906 0.22146229854572203 -0.81311903978395994 0.27510024795288046 -0.019971001655292035 -0.099640524279394779 -0.69366972057755028 -0.19454760973207097 -0.023645694865280582 -0.81472556628238324 -0.11936702181789148 -0.22577217256401824 0.055077551722246182 0.49460859280002012 0.058215555922266529 -0.25618825279612256 -0.38678694430223859 -0.12835175267742982 0.26978971785444678 -0.71533922102798275 -0.1204396888764577 -0.10023823344279353 -0.15948838638308416 -0.14567898375228935 0.020423073431200797 0.0092736470702127604 -0.035899201657972599 0.041516990070764197 leaf_weight=461 1231 473 10251 532 20 606 484 495 91 20 112 21 45 100 44 4718 33 22 26 362 23 22 171 54 40 22 20 296 63 28 leaf_count=461 1231 473 10251 532 20 606 484 495 91 20 112 21 45 100 44 4718 33 22 26 362 23 22 171 54 40 22 20 296 63 28 internal_value=0.00251575 -0.00162331 0.00340861 0.00267802 -0.00032653 -0.000245076 -0.00296486 -0.00381934 -0.00526045 -0.00741552 -0.0067177 -0.00376786 -0.00867974 -0.0116725 -0.00488889 0.00317297 0.00218457 -0.00472727 -0.00711111 -0.00311944 -0.00892308 -0.0140952 -0.00162125 -0.000217926 -0.00295652 0.000660194 -0.00742857 -0.000880952 -0.00561832 -0.00725628 internal_weight=20886 3706 17180 6929 980 1828 1878 1417 933 438 418 448 306 171 135 5949 661 55 126 427 65 42 1167 569 598 515 42 336 262 199 internal_count=20886 3706 17180 6929 980 1828 1878 1417 933 438 418 448 306 171 135 5949 661 55 126 427 65 42 1167 569 598 515 42 336 262 199 is_linear=0 shrinkage=0.04 Tree=39 num_leaves=31 num_cat=0 split_feature=15 23 15 23 7 15 33 33 23 0 26 33 15 23 18 36 21 20 29 10 15 18 9 15 0 34 25 26 21 0 split_gain=45.8732 4.29436 3.94536 6.40013 2.92947 2.89055 2.7051 2.48386 2.26334 2.17547 2.10919 2.03105 5.00671 2.32621 1.98862 1.92364 2.1097 1.77515 1.68283 1.54434 1.51602 3.38109 1.51163 1.43803 1.4275 2.03776 1.37216 1.27811 1.25821 1.29202 threshold=50.780000000000008 5.3099999999999961 92.00500000000001 -8.819999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 24.440000000000001 11.070000000000002 -48.54999999999999 10.500000000000002 -42.204999999999998 4.3050000000000006 10.205000000000002 0.69499999999999329 92.715000000000018 44.707943560169021 58.055000000000007 56.565000000000005 93.066227970780673 0.37940952255126048 75.155000000000015 119.00500000000001 -0.91597561503675329 8.9950000000000028 6.5000000000000009 110.12000000000002 -17.094999999999988 -6.214999999999999 74.905000000000015 10.500000000000002 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 6 3 4 20 10 8 9 17 18 -3 13 15 24 -14 16 -13 23 -6 -7 21 -2 -15 -1 -10 28 -9 -19 29 -26 right_child=2 5 -4 -5 7 19 -8 26 11 -11 -12 12 14 22 -16 -17 -18 27 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.096487000485249164 0.11807462716772406 -0.27920849398977715 0.93498152161506309 0.43830427573063274 -0.38524235478094776 0.46523466619485687 0.032056565676604004 -0.59551787206754803 0.015695310988202975 -0.021038667306583953 -0.059641975602211884 -0.16962426359844096 -0.048442445347099378 0.033209380776541668 -0.29112006009105484 -0.088202325318959635 -0.068672567699764667 -7.314007128675911 -0.82002877778776706 -0.22209716064096899 0.38197024987168421 -0.35394348727744418 -0.1154619481828181 -0.079007952913084614 -0.18371861250550281 -0.032915761032982917 0.15358386715193528 -0.089075456159981206 0.0042974793833150437 -0.19222361054386902 leaf_weight=51 453 25 10251 5385 110 486 438 27 446 92 184 25 256 71 26 45 30 20 34 20 569 48 246 21 69 923 211 23 73 228 leaf_count=51 453 25 10251 5385 110 486 438 27 446 92 184 25 256 71 26 45 30 20 34 20 569 48 246 21 69 923 211 23 73 228 internal_value=0.00251001 -0.00152617 0.00338068 0.00264338 0.000373057 0.00125874 -0.00219191 -0.00224473 -0.00269017 -0.00515254 -0.00269856 -0.0024315 -0.00510995 -0.00193385 -0.00238298 -0.0128 -0.0178182 -0.00817391 -0.00822222 0.00289328 0.00153271 -7.18561e-05 -0.00508517 -0.00433333 -0.0013594 -0.00203248 0.000638656 -0.0146047 -0.00454054 -0.00569697 internal_weight=20886 3706 17180 6929 1544 715 2991 474 2553 236 209 2438 382 2056 282 100 55 115 144 506 1070 501 317 72 1739 1293 238 43 370 297 internal_count=20886 3706 17180 6929 1544 715 2991 474 2553 236 209 2438 382 2056 282 100 55 115 144 506 1070 501 317 72 1739 1293 238 43 370 297 is_linear=0 shrinkage=0.04 Tree=40 num_leaves=31 num_cat=0 split_feature=15 15 7 32 23 36 15 28 33 23 15 35 26 33 15 23 27 0 31 31 36 27 22 23 33 17 19 3 31 18 split_gain=42.8653 3.96895 6.95404 6.07715 3.93909 2.68858 2.51733 2.4524 2.54358 2.14097 1.76849 1.63549 3.08695 1.58145 3.90166 2.33351 2.01479 2.33426 1.97583 2.34171 1.94494 1.81085 1.75277 1.71058 1.66407 1.62664 2.09995 1.61831 1.53064 1.50322 threshold=50.780000000000008 93.805000000000021 1.0000000180025095e-35 41.421565033132431 4.9600000000000053 50.197019489236219 -1.0000000180025095e-35 74.64185075460702 24.440000000000001 -6.9150000000000018 67.365000000000023 56.610401785714295 3.0450000000000093 4.0150000000000006 10.205000000000002 0.69499999999999329 -3.5549999999999993 15.500000000000002 64.911250000000024 88.575833333333364 44.707943560169021 3.732499999999995 -60.554999999999993 -10.570000000000002 -0.14999999999999999 -0.80499999999999994 30.065000000000005 157.50000000000003 59.508541666666673 92.715000000000018 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 -4 7 -5 -6 8 13 10 -2 -7 -13 15 20 16 18 22 23 -20 21 -15 28 -1 27 -25 -27 -19 -18 -16 right_child=1 -3 3 5 6 11 -8 -9 -10 -11 -12 12 -14 14 29 -17 17 24 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-0.1476199238576644 -0.026626027738599962 0.95307548561946198 0.12829632077114364 -0.31743329304273998 -0.096432448514836441 -0.19303080749216101 0.35490098738745263 -0.18778807873659437 0.038037650427329039 0.47179553737414531 0.35321410546075177 -0.70394931823447993 -1.1486250698082567 -0.12499958222967594 -0.046333527221574584 -0.10736356979080823 -0.64924193501830518 -0.012937229617338062 0.027652633046480867 -0.8286097282655901 -0.075343871914308289 -0.11927174374453425 0.0039988978602550195 -0.02053427176015275 0.018645901468326162 -0.26056802299343235 -0.22786990294294737 -0.2666035018434138 0.039012217896222258 -0.27947525768741266 leaf_weight=271 394 9845 795 160 219 21 527 20 427 4797 1101 43 24 27 257 292 23 21 121 24 52 36 1168 26 28 36 46 39 20 26 leaf_count=271 394 9845 795 160 219 21 527 20 427 4797 1101 43 24 27 257 292 23 21 121 24 52 36 1168 26 28 36 46 39 20 26 internal_value=0.00251575 0.00335739 0.00265303 -0.000372004 -0.00138586 -0.00583871 0.0012118 -0.00204054 -0.00194558 0.00315448 0.00183278 -0.0114545 -0.0145075 -0.00243056 -0.00474372 -0.00199527 -0.00146352 -0.000618937 -0.00355725 0.000413793 -0.0109565 -0.0156825 -0.00016185 -0.00507652 -0.00690909 -0.00933333 -0.0120976 -0.0106667 -0.00809302 -0.00221908 internal_weight=20886 17180 7335 1043 3706 248 746 2960 2940 6292 1495 88 67 2513 398 2115 1823 1299 524 145 115 63 1211 379 88 108 82 60 43 283 internal_count=20886 17180 7335 1043 3706 248 746 2960 2940 6292 1495 88 67 2513 398 2115 1823 1299 524 145 115 63 1211 379 88 108 82 60 43 283 is_linear=0 shrinkage=0.04 Tree=41 num_leaves=31 num_cat=0 split_feature=15 15 23 10 15 10 23 20 14 7 32 36 20 24 29 19 20 26 35 13 27 20 14 18 22 33 25 7 32 22 split_gain=39.9594 4.23777 6.19182 3.51077 2.56533 3.00639 2.59798 1.96608 3.03125 1.89717 2.36622 2.77778 1.73627 1.54849 1.51495 1.37977 2.04185 1.35393 1.29393 1.27273 1.37288 1.7042 1.241 1.49903 1.29003 1.23047 1.22749 1.21659 2.89145 1.32997 threshold=50.780000000000008 87.095000000000013 -9.4299999999999979 -0.78656609248549325 12.565000000000003 0.60355339059327384 1.2650000000000008 64.705000000000013 0.063390085881955341 1.0000000180025095e-35 53.720149331415548 49.351008296925436 86.355000000000004 -71.524999999999991 61.44138736056707 69.835000000000022 2.3350000000000004 80.280000000000015 64.804032738095245 0.99053107487289871 8.7299999999999969 61.205000000000005 0.79773375822167203 56.005000000000003 95.00500000000001 -194.80499999999998 66.860000000000014 1.0000000180025095e-35 45.435888664830991 1.4350000000000003 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 9 7 14 -6 22 15 13 17 12 -12 -11 -9 19 25 -17 26 -15 -5 21 -21 24 -24 -7 -1 -2 -4 29 -29 right_child=1 -3 27 4 5 6 -8 8 -10 10 11 -13 -14 18 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-2.0927759592317843 0.2300591626594071 0.77945924132568223 0.40094028854278835 -0.019777333145131772 0.14494512107187441 0.037114279372465218 -0.27923145817267681 -3.0350562867704971 -0.028715626079344955 0.045871438944305946 0.15622721226935496 -0.74672373574018835 -0.36551998555193038 -0.2489525576186308 -0.092810251064564073 -0.54874928059351147 -0.087742823764981159 -0.34553455660539717 -0.20228601825295683 -0.21732583579934883 0.039061278911312461 -0.093161908883456143 -0.25634349223762165 -0.057675781256448955 -0.22514559881964658 -0.056822564069370148 -0.23760823353557181 -0.4180941381684839 -1.1387369249104449 0.21548293609193511 leaf_weight=30 730 11522 4073 1095 798 152 23 32 148 238 20 25 92 25 39 29 62 27 205 21 27 30 26 87 36 841 30 20 34 369 leaf_count=30 730 11522 4073 1095 798 152 23 32 148 238 20 25 92 25 39 29 62 27 205 21 27 30 26 87 36 841 30 20 34 369 internal_value=0.0025215 0.00333411 0.00243761 -0.00124555 -0.000301628 0.00107665 -0.00217284 -0.00285131 -0.00517073 -0.000165232 -0.00250667 -0.0111111 -0.00133333 -0.00775572 -0.00157756 -0.00186279 -0.00654945 0.000950445 -0.0066087 -0.00131969 -0.00625641 -0.0101176 -0.00118272 -0.00449557 0.000808511 -0.00137313 0.00126316 0.00311032 0.00106856 0.00204627 internal_weight=20886 17180 5658 3706 2334 1122 324 1372 410 1162 375 45 330 262 1212 962 91 787 230 1173 78 51 301 113 188 871 760 4496 423 389 internal_count=20886 17180 5658 3706 2334 1122 324 1372 410 1162 375 45 330 262 1212 962 91 787 230 1173 78 51 301 113 188 871 760 4496 423 389 is_linear=0 shrinkage=0.04 Tree=42 num_leaves=31 num_cat=0 split_feature=15 10 33 15 0 15 34 36 23 27 14 2 15 24 24 23 16 15 23 15 9 14 17 31 26 15 33 35 9 33 split_gain=35.7769 4.02898 7.11183 3.79132 2.97023 6.64093 3.31925 3.71364 2.37831 2.14545 2.14398 2.95499 2.70105 1.86208 1.79718 1.58027 1.86028 1.76005 3.12732 2.93391 2.49538 2.15198 1.70363 2.01485 1.60206 1.59457 2.31606 1.5956 1.48817 1.47931 threshold=57.045000000000009 -0.60355339059327384 0.87000000000000011 27.925000000000004 10.500000000000002 99.320000000000007 129.99500000000003 50.197019489236219 -2.0850000000000004 -19.675000000000008 0.14888728888808328 4.5000000000000009 81.995000000000019 -16.024999999999988 -27.004999999999999 5.3099999999999961 -59.984999999999992 4.0050000000000008 0.69499999999999329 -2.1499999999999999 -0.5 -0.065537083312030994 -0.044999999999999991 66.397500000000022 62.190000000000012 10.205000000000002 5.0050000000000008 78.919136904761913 -0.70710678118654735 -2.0049999999999994 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 4 15 5 6 9 14 -5 -2 11 -4 -13 -10 -8 17 -17 18 19 21 -19 -1 -20 -24 25 26 -22 -28 -21 -27 right_child=1 -3 10 8 -6 -7 7 -9 13 -11 -12 12 -14 -15 -16 16 -18 20 22 28 24 -23 23 -25 -26 29 27 -29 -30 -31 leaf_value=-0.34011602023176218 -0.28230228488410691 0.60442909848011039 0.30340161950694627 -0.042545081632001214 0.20836881979999394 0.18480075003208868 -0.069216868736936984 -1.5582222074606631 -0.46706021628421823 0.12563054118451145 0.56369084396516944 -0.17709259699065602 0.25456398618671844 0.27490823713708146 -0.68452367268655989 -0.23218252533050965 0.04062537936196594 0.075337552365389415 -0.08243824651832686 -0.080843744524549524 -0.060989209946192169 0.075399689879023443 -0.11705223737939306 -0.14129596994633581 -0.12663829077525082 -0.13448302413145372 -0.094193506070151437 -0.15355723915923414 0.033191242736852124 -0.038639135441996646 leaf_weight=385 29 12592 1028 929 322 180 29 36 21 53 2200 96 94 706 26 53 375 100 162 43 147 78 35 24 48 92 30 35 687 251 leaf_count=385 29 12592 1028 929 322 180 29 36 21 53 2200 96 94 706 26 53 375 100 162 43 147 78 35 24 48 92 30 35 687 251 internal_value=0.00250043 0.00333114 0.0022409 -0.000798857 -0.00151111 -0.00404533 -0.00964162 -0.0149011 0.000690821 -0.00380488 0.00298186 0.00163547 -0.00294737 0.0024044 -0.00836364 -0.00176817 0.000448598 -0.00221634 -0.00140311 -0.000593462 -0.00385206 -0.00308423 -0.00577376 -0.0115932 -0.00482255 -0.00421622 -0.0069434 -0.0132308 0.000986301 -0.00253061 internal_weight=20886 16685 4093 4201 675 353 173 91 1656 82 3418 1218 190 727 55 2545 428 2117 1414 1193 703 463 221 59 603 555 212 65 730 343 internal_count=20886 16685 4093 4201 675 353 173 91 1656 82 3418 1218 190 727 55 2545 428 2117 1414 1193 703 463 221 59 603 555 212 65 730 343 is_linear=0 shrinkage=0.04 Tree=43 num_leaves=31 num_cat=0 split_feature=15 15 15 7 33 23 22 34 27 24 10 33 15 13 15 3 35 12 23 18 20 31 23 36 10 35 19 12 15 18 split_gain=34.3896 4.04293 3.54938 6.64012 5.7552 3.30678 2.65336 2.4503 2.29277 1.70486 1.64355 1.96168 1.98208 1.50415 2.16138 2.31652 1.49369 1.48263 1.40151 1.30869 1.76087 1.35831 3.02428 1.24666 1.21024 1.17361 1.16667 1.15399 1.13843 2.68073 threshold=60.055000000000007 27.925000000000004 93.805000000000021 1.0000000180025095e-35 21.355000000000004 -2.0850000000000004 5.0750000000000011 167.38500000000002 -17.980000000000022 -16.024999999999988 -0.9159756150367534 4.8900000000000015 -20.014999999999997 0.90162119223771331 5.120000000000001 94.500000000000014 73.865654761904779 -0.22252093395631442 -6.1000000000000041 117.90500000000002 25.240000000000006 37.55541666666668 -7.6999999999999984 66.406119509092562 0.91597561503675351 67.023511904761918 70.055000000000021 1.0000000180025095e-35 74.375000000000014 119.00500000000001 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 3 18 6 19 -5 8 25 -7 11 12 16 -14 15 -15 -1 26 28 21 -21 22 -3 -23 -11 -8 -13 -27 29 -2 right_child=2 5 -4 4 -6 9 7 -9 -10 24 -12 17 13 14 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.61584281310506117 0.18560200614249994 0.0091730019483183458 0.86010376876860672 -0.81697171474944941 0.21807332731553089 -0.42376787714189645 -0.036077072191214116 -0.72256732421446768 -0.0050673540728620016 0.31775194898579318 -0.031689245847482915 0.01329738348414628 -0.021696154028149429 0.041746732553176895 -0.60904464752742071 -0.98193722971862663 -5.7473452547095407 -0.2593126027965551 0.46897406165303052 0.0021154555250564922 -0.1876450551022468 0.012565124742370742 -0.31541019657116787 -0.2541147173933635 -0.13138735634879653 -0.65006169658115454 -0.11434798642082465 -0.68206668827795114 0.3252008220947491 -0.20407502765849422 leaf_weight=44 438 52 9845 40 542 23 24 35 236 852 1912 21 393 43 23 28 28 32 4105 23 23 926 35 30 24 22 21 26 997 43 leaf_count=44 438 52 9845 40 542 23 24 35 236 852 1912 21 393 43 23 28 28 32 4105 23 23 926 35 30 24 22 21 26 997 43 internal_value=0.00251192 -0.000570924 0.00336648 0.00264167 -0.000497297 0.000780684 -0.00425065 -0.0031137 -0.00197403 0.0025762 -0.00162672 -0.00339336 -0.00258318 -0.00166735 -0.00621277 -0.00276056 -0.00877778 -0.00951351 0.00316174 -0.000701561 -0.00730435 -0.000410355 -0.0051954 2.51048e-05 0.00285845 -0.00822222 -0.00457143 -0.0118333 0.00210555 0.000507277 internal_weight=20886 4533 16353 6508 925 1988 383 343 308 899 2545 633 559 487 94 71 72 74 5583 1089 46 1043 87 956 876 72 42 48 1478 481 internal_count=20886 4533 16353 6508 925 1988 383 343 308 899 2545 633 559 487 94 71 72 74 5583 1089 46 1043 87 956 876 72 42 48 1478 481 is_linear=0 shrinkage=0.04 Tree=44 num_leaves=31 num_cat=0 split_feature=15 15 15 7 33 23 36 26 29 31 35 22 10 20 15 10 13 27 31 23 0 33 31 17 10 13 23 26 11 23 split_gain=32.7076 3.75945 3.46693 6.02805 4.90581 3.38867 2.64609 2.02738 1.89391 1.83488 1.7509 1.52926 1.50398 2.36553 1.68525 1.52735 1.56759 1.47989 1.36148 1.50932 1.83983 3.96667 1.28663 1.15613 1.19684 1.78526 2.49697 2.9304 1.11916 1.10086 threshold=60.055000000000007 30.065000000000005 93.805000000000021 1.0000000180025095e-35 21.355000000000004 -3.7950000000000084 50.003589432786868 -17.465 84.957152412077747 88.920833333333348 58.419449404761913 -60.554999999999993 0.91597561503675351 108.91500000000001 80.00500000000001 -0.9159756150367534 0.98802474685579866 -19.139999999999976 40.999166666666675 17.61000000000001 8.5000000000000018 -0.14999999999999999 52.752708333333338 52.005000000000003 0.91597561503675351 0.54219432480460406 -16.204999999999991 -12.975 1.0000000180025095e-35 5.1000000000000059 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 3 12 6 23 9 -8 11 17 -9 22 15 -14 -15 16 -2 -5 19 20 -7 -22 -1 28 -25 26 -26 -28 -3 -13 right_child=2 5 -4 4 -6 18 7 10 -10 -11 -12 29 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.68834394110046027 0.20694101093802394 -0.17628061934806932 0.8256996180178624 -0.62668723839495222 0.20935039422290966 0.095094195518024949 -0.048265354420830624 -0.16635160083479364 -0.15907687042397975 -0.32169252158267969 -1.0718649797291453 -0.04662487281476705 0.21109767548603472 -0.49547455474053187 -0.043263193484739268 0.4970699762513871 -0.33047675201886711 0.021122279657327461 0.2711170535590845 0.43444204056445024 -0.41796107928877702 0.010494854247073295 -0.0050806788010262808 0.00677329380127774 0.067196436088314881 0.041263605424402633 -0.36548990009637961 -0.57475142244310873 0.104626761869843 0.018042700845771139 leaf_weight=33 513 58 9845 57 542 33 43 20 24 21 43 2082 774 24 35 4216 21 199 855 54 21 30 34 696 31 54 24 28 22 454 leaf_count=33 513 58 9845 57 542 33 43 20 24 21 43 2082 774 24 35 4216 21 199 855 54 21 30 34 696 31 54 24 28 22 454 internal_value=0.00250618 -0.000500331 0.00333957 0.00262323 -0.000367567 0.000852046 -0.0038329 -0.00920755 -0.00148154 -0.00177617 -0.0137778 -0.00137841 0.00311875 0.00155102 -0.00616949 0.00339368 0.00137828 -0.00084375 0.00246929 -0.00121739 -0.00457143 -0.00933333 -0.00734328 -0.0009069 -0.000465786 -0.00388321 -0.00756626 -0.0129231 -0.0055 -0.00122082 internal_weight=20886 4533 16353 6508 925 1906 383 106 2627 277 63 2603 5583 833 59 4750 534 256 993 138 84 51 67 913 833 137 83 52 80 2536 internal_count=20886 4533 16353 6508 925 1906 383 106 2627 277 63 2603 5583 833 59 4750 534 256 993 138 84 51 67 913 833 137 83 52 80 2536 is_linear=0 shrinkage=0.04 Tree=45 num_leaves=31 num_cat=0 split_feature=15 15 15 7 32 23 36 26 24 24 24 15 18 14 14 31 23 17 26 31 33 35 10 10 33 15 29 2 23 17 split_gain=31.3614 3.67382 3.60407 5.84652 4.99334 2.77954 2.13134 1.90789 1.67675 1.61912 1.50603 1.38843 3.1092 1.35933 1.33772 1.29296 3.02428 1.58123 1.95661 1.47701 1.20846 1.18808 1.18541 1.18095 1.95614 1.67788 1.40468 1.29075 1.20968 1.5706 threshold=60.055000000000007 27.925000000000004 94.50500000000001 1.0000000180025095e-35 41.421565033132431 -2.0850000000000004 50.197019489236219 -16.669999999999991 -16.024999999999988 -107.16999999999999 -12.514999999999999 75.155000000000015 119.00500000000001 -0.15950993297387572 -0.8142754349318998 37.55541666666668 -7.6999999999999984 84.605000000000004 -1.6099999999999992 71.880833333333356 4.0150000000000006 58.743913690476198 0.91597561503675351 -0.9159756150367534 4.8900000000000015 10.205000000000002 70.589309321783375 4.5000000000000009 -6.2349999999999985 19.895000000000003 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 3 10 13 15 -6 -8 -7 -1 11 12 -2 14 -5 16 -3 -17 -19 -20 -14 -9 -10 24 27 -26 -27 -11 29 -29 right_child=2 5 -4 4 6 8 7 21 22 23 -12 -13 20 -15 -16 17 -18 18 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-7.2430384785741282 0.16637365990952088 0.0085351501183344725 0.81295612554989505 0.17972609427334496 -0.29734411307741376 -0.41766184419858404 -0.069391151312463276 -0.43681980133837506 0.29624733338224241 0.0054573244709353232 0.43000706005822353 0.32422748299564946 -0.48305153533716794 0.23501982004707495 -0.049977453477389584 0.02416817325465849 -0.28607534553677011 0.015112747332964558 -0.015939069913323129 -0.25746738177951201 -0.098650440508757389 -1.4230323812065659 -0.13486426969940429 -0.026909534816781603 -0.16925217360201206 0.010158576444569746 -0.27685833503222768 -0.6849579109882441 -0.054760632388054287 -0.18911806316239721 leaf_weight=26 487 52 9679 146 146 23 27 21 852 253 4210 979 22 410 161 813 35 84 40 65 31 34 24 1902 24 28 22 71 134 85 leaf_count=26 487 52 9679 146 146 23 27 21 852 253 4210 979 22 410 161 813 35 84 40 65 31 34 24 1902 24 28 22 71 134 85 internal_value=0.0024966 -0.000447386 0.00331266 0.00259754 -0.00031746 0.000841046 -0.00547368 -0.0106341 0.00248721 -0.00145383 0.00307837 0.00199868 0.000370371 0.00132218 -0.000690554 -0.000517906 -0.0051954 -0.000111776 -0.00340741 -0.00704762 -0.00883019 -0.0149091 0.00276712 -0.00135133 -0.00287196 -0.00897297 -0.0048 -0.00204052 -0.00386207 -0.00625641 internal_weight=20886 4533 16353 6674 945 1988 228 82 899 2545 5729 1519 540 717 307 1089 87 1002 189 105 53 55 876 2519 617 74 50 543 290 156 internal_count=20886 4533 16353 6674 945 1988 228 82 899 2545 5729 1519 540 717 307 1089 87 1002 189 105 53 55 876 2519 617 74 50 543 290 156 is_linear=0 shrinkage=0.04 Tree=46 num_leaves=31 num_cat=0 split_feature=15 15 7 32 23 16 23 15 26 14 19 28 18 27 15 31 23 15 15 14 20 16 27 15 19 24 15 15 16 2 split_gain=30.387 4.60695 7.44136 5.48599 2.22762 2.21358 2.18133 2.2126 1.87653 1.85102 1.78063 1.45255 1.41278 1.37039 1.36395 1.73243 1.54304 2.67359 2.18342 2.01988 1.48909 1.4629 1.45506 1.44578 2.3897 1.41369 1.99932 2.59175 1.78372 1.41408 threshold=50.780000000000008 99.705000000000013 1.0000000180025095e-35 43.96024631900405 5.9649999999999972 -59.984999999999992 -6.9150000000000018 74.375000000000014 64.105000000000018 0.28313308994381592 91.705000000000013 74.64185075460702 69.125000000000014 -31.454999999999995 27.925000000000004 37.55541666666668 0.69499999999999329 4.0050000000000008 1.0000000180025095e-35 -0.022575793296316496 53.875000000000007 54.535000000000004 -3.004999999999995 10.205000000000002 19.895000000000003 4.1050000000000049 -0.80499999999999994 1.0000000180025095e-35 -3.4849999999999999 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=4 2 6 9 11 -6 7 10 -5 13 -2 14 -9 -4 16 21 17 18 19 20 -1 22 -16 24 -19 26 -18 -28 -27 -29 right_child=1 -3 3 8 5 -7 -8 12 -10 -11 -12 -13 -14 -15 15 -17 25 23 -20 -21 -22 -23 -24 -25 -26 28 27 29 -30 -31 leaf_value=-0.033052327161291632 0.070939638835400623 0.94107475808733443 -0.23035953716234425 -0.52131364574982808 -0.2212729811245496 0.092498397867770615 0.40179644932295511 -0.14888077618669524 -0.55342093708986773 0.29224105948905299 -0.33091385320618277 -0.15239766593320164 0.29995132682412196 0.004358651032624076 -0.36348231654987295 0.024764402022657665 0.010746513267488328 -0.042677161097099174 0.043345754969858409 0.048098323243374964 -0.25987037453738782 0.030215280466946784 -0.13306178445346559 -0.048466338576994991 -0.095562988089219161 -0.1138168070269685 -0.17117968987088591 -0.074510988238724526 0.10938388532372133 -0.12615931105390224 leaf_weight=454 513 8345 32 236 53 624 5801 21 21 440 110 20 1128 533 27 777 62 95 312 208 219 21 39 386 135 39 37 92 69 37 leaf_count=454 513 8345 32 236 53 624 5801 21 21 440 110 20 1128 533 27 777 62 95 312 208 219 21 39 386 135 39 37 92 69 37 internal_value=0.00249277 0.0032014 0.0025648 -0.000278922 -0.000792229 0.00128213 0.00303869 0.00181038 -0.00549416 0.00105473 -0.000109149 -0.00125586 0.00285118 -0.000460177 -0.00118445 0.000157408 -0.00172494 -0.00126258 -0.000157586 -0.00117594 -0.00224071 -0.0051954 -0.00812121 -0.0034026 -0.00591304 -0.00421429 -0.006 -0.00828916 -0.000444444 -0.0056124 internal_weight=20886 17180 8835 1262 3706 677 7573 1772 257 1005 623 3029 1149 565 3009 864 2145 1809 1193 881 673 87 66 616 230 336 228 166 108 129 internal_count=20886 17180 8835 1262 3706 677 7573 1772 257 1005 623 3029 1149 565 3009 864 2145 1809 1193 881 673 87 66 616 230 336 228 166 108 129 is_linear=0 shrinkage=0.04 Tree=47 num_leaves=31 num_cat=0 split_feature=15 10 14 29 15 23 32 2 36 23 0 15 27 3 9 21 14 0 10 31 15 20 35 22 15 10 20 31 24 20 split_gain=28.8237 3.48341 5.18633 3.20958 3.15477 2.84155 2.67818 2.59894 2.52695 1.77801 1.4408 1.32589 1.31861 1.28787 1.46239 1.75043 1.64983 1.36347 1.20484 2.61589 1.31301 1.19551 1.19465 1.12922 1.11759 1.83357 2.17562 1.35656 1.22931 1.11601 threshold=60.055000000000007 -0.60355339059327384 0.2499757677084001 101.2225806479215 30.065000000000005 -2.0850000000000004 48.6804222075966 4.5000000000000009 51.393495109460282 -9.2150000000000016 1.5000000000000002 77.995000000000019 -29.970000000000002 354.50000000000006 -0.37940952255126059 95.875000000000014 -0.36648370705903521 19.500000000000004 -0.9159756150367534 91.35208333333334 -20.014999999999997 4.0050000000000008 69.406309523809526 56.410000000000004 89.085000000000022 0.91597561503675351 108.00500000000001 102.27000000000001 -0.18999999999999884 25.240000000000006 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 6 18 13 7 9 -8 12 -7 -5 -2 14 -6 23 -17 -15 19 20 22 -10 -1 -16 25 -3 28 -28 -27 -22 right_child=1 24 -4 11 5 10 8 -9 21 -11 -12 -13 -14 17 15 16 -18 -19 -20 -21 29 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.5869710664653599 -0.52866188391137148 0.42198242050473989 0.5070753973432498 -0.27931262077887214 0.23386696469511933 -0.14428540065563927 -0.095354174304470352 -0.22138172969161177 -0.34642276262747873 0.25459242840750368 0.26454684742190465 0.43470589485403738 -0.0098847353062289471 -0.062064030357577453 -0.13021965652895381 -0.38715195933321084 -0.1025879557638348 -0.42436026587353987 -0.022317630724589605 -0.61512076586411524 0.010145043429074534 -1.2257446091776512 -5.0867350873109745 0.03313811505815379 0.72022930713729449 0.16496017634193894 -0.47343317235673971 0.10355561154102642 -0.24276413750684053 -0.1322639369513102 leaf_weight=41 40 3238 2185 29 179 20 113 160 24 443 844 692 266 31 308 20 88 22 1985 31 272 29 30 394 8506 556 25 21 26 268 leaf_count=41 40 3238 2185 29 179 20 113 160 24 443 844 692 266 31 308 20 88 22 1985 31 272 29 30 394 8506 556 25 21 26 268 internal_value=0.00249852 0.00328087 0.0022517 0.000659243 -0.000323847 0.000915005 -0.000725581 0.000127613 -0.00539759 0.00111615 0.00261111 0.00272399 -0.00122876 -0.000491363 -0.000165824 -0.000888889 -0.00562963 -0.00656604 -0.00122269 -0.00272897 -0.00215385 -0.0126038 -0.00726761 -0.000159544 0.00361203 0.00304811 0.00107006 -0.00730435 0.00173196 -0.00148148 internal_weight=20886 16353 3981 1796 4533 1906 1075 909 166 749 864 721 306 1042 989 810 108 53 2627 642 611 53 71 702 12372 3866 628 46 582 540 internal_count=20886 16353 3981 1796 4533 1906 1075 909 166 749 864 721 306 1042 989 810 108 53 2627 642 611 53 71 702 12372 3866 628 46 582 540 is_linear=0 shrinkage=0.04 Tree=48 num_leaves=31 num_cat=0 split_feature=15 15 23 7 15 32 22 9 21 24 22 17 31 33 29 3 10 34 36 22 3 13 15 27 7 36 33 25 24 33 split_gain=27.3331 3.87115 3.89761 3.21732 5.54451 5.51931 2.42041 1.82538 2.24286 2.14083 2.06127 1.76878 1.7455 1.43254 1.67485 1.33829 1.30172 1.68265 1.26232 1.3789 1.15146 1.14647 1.14271 1.13669 1.1135 1.54721 1.84523 2.86633 1.4571 1.37286 threshold=66.105000000000004 30.065000000000005 -3.7950000000000084 1.0000000180025095e-35 108.63500000000001 41.421565033132431 10.005000000000001 -0.37940952255126059 95.875000000000014 -19.484999999999996 94.875000000000014 72.625000000000014 43.420000000000009 58.045000000000009 79.938283071701107 137.50000000000003 -0.5 78.480000000000018 50.003589432786868 67.65000000000002 355.50000000000006 -0.031173458710879235 92.715000000000018 -28.724999999999984 1.0000000180025095e-35 45.109503259415611 -0.48999999999999994 -30.734999999999982 -107.16999999999999 -20.039999999999996 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 7 22 5 23 -7 20 13 -10 -11 12 16 -9 -15 -13 17 -4 -8 -20 -3 -21 -2 -5 28 26 27 29 -1 -26 right_child=3 2 11 4 -6 6 18 8 9 10 -12 15 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-7.5408244287708328 0.3636507723699019 0.22402663011748616 0.0548091382003386 -0.031930956500034413 0.97670490806582622 -0.9104666609915637 -0.035594776081779994 0.0011216458119452358 -0.11321842565305854 -0.15805420743141438 -0.86773501327466651 0.12101448028812638 0.26953521597960428 0.24916360421404499 -0.37115262985152447 -0.45648320477597443 0.11615627734649811 -0.40652079484299514 -0.55989056962397687 0.167483327270946 -0.16532263131536348 -0.49010041381812736 0.73845816707282974 0.18709955651354271 -0.85132362507786086 -0.0062717655837106687 -0.027745009513004241 -0.32009625758023658 -0.019062496101784593 -0.091879787323065218 leaf_weight=21 4717 221 32 49 1397 39 211 770 100 27 24 34 1180 20 53 32 126 25 29 22 25 47 8100 979 20 170 77 28 2261 50 leaf_count=21 4717 221 32 49 1397 39 211 770 100 27 24 34 1180 20 53 32 126 25 29 22 25 47 8100 979 20 170 77 28 2261 50 internal_value=0.00250235 1.96376e-05 0.00109254 0.00334573 0.00211035 0.00030814 -0.00404598 -0.000548387 -0.00131187 -0.00580132 -0.0124706 0.00251645 0.00282612 -0.00050771 -0.00586301 -0.00387879 -0.000808743 -0.00582456 -0.00286084 -0.00661224 0.00253659 -0.00353623 0.00361301 0.0017821 -0.00107042 -0.00318841 -0.00582857 -0.00946939 -0.000750219 -0.00514286 internal_weight=20886 5296 2669 15590 2773 1376 348 1240 994 151 51 1429 1363 843 73 66 183 57 309 98 246 69 12817 1028 2627 345 175 98 2282 70 internal_count=20886 5296 2669 15590 2773 1376 348 1240 994 151 51 1429 1363 843 73 66 183 57 309 98 246 69 12817 1028 2627 345 175 98 2282 70 is_linear=0 shrinkage=0.04 Tree=49 num_leaves=31 num_cat=0 split_feature=15 15 7 32 15 23 23 22 0 15 17 14 27 14 14 22 31 23 28 26 36 16 23 23 15 15 14 32 35 15 split_gain=26.0864 3.6526 6.36466 5.01761 2.76893 2.48726 1.92251 1.72064 1.42825 1.31995 1.92002 2.31108 1.41447 1.3417 1.2793 1.45437 1.12592 2.00414 1.15234 1.27191 1.13498 1.12149 1.59615 2.11879 2.39185 1.89821 1.49405 1.28817 1.28609 1.24065 threshold=60.055000000000007 99.705000000000013 1.0000000180025095e-35 43.96024631900405 30.065000000000005 -2.0850000000000004 -9.9950000000000028 10.005000000000001 1.5000000000000002 75.155000000000015 102.075 0.28313308994381592 -38.029999999999994 -0.21022037796396451 0.3484035575467645 2.3950000000000005 34.047708333333347 -7.6999999999999984 73.683763139661338 3.5949999999999993 66.406119509092562 -59.984999999999992 5.1000000000000059 0.69499999999999329 4.0050000000000008 1.0000000180025095e-35 -0.022575793296316496 32.633179143190269 74.054687500000014 12.565000000000003 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 14 21 16 9 -5 -7 10 -2 13 -11 -12 15 -4 17 -6 20 -20 -18 28 23 24 25 26 27 -23 -1 -26 right_child=1 -3 3 7 5 8 -8 -9 -10 12 11 -13 -14 -15 -16 -17 18 -19 19 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.15515581368101136 0.1786068923444438 0.84865321879732347 -0.6728063314926267 -0.91324624929344478 0.0066182481018189241 -0.14929539326859773 0.37126172476261782 -0.44811185802194653 0.24318356488584442 -0.11900003450039698 -0.19009848810824992 0.5531369180777036 0.23018331377982082 -0.68723652715986372 0.27829075710218459 0.025979539095216088 0.019778428860771212 -0.21080789013683038 -0.012243243733891154 -0.32037668625747928 -0.23695080604380167 -0.38415905719608218 0.041031712645410723 -0.080498866169906536 -0.068108570826534875 0.04326712984411904 0.046920640109862639 -0.06597292062924684 -6.9827961126961178 -0.02264950925176314 leaf_weight=63 218 8345 33 34 42 20 5892 202 844 26 21 20 667 20 355 520 839 27 64 42 28 56 405 305 291 312 208 583 26 378 leaf_count=63 218 8345 33 34 42 20 5892 202 844 26 21 20 667 20 355 520 839 27 64 42 28 56 405 305 291 312 208 583 26 378 internal_value=0.00250235 0.00324662 0.00263636 -0.000125874 -0.00018266 0.000977964 0.00309674 -0.00532203 0.00256481 0.00144856 -0.000874552 -0.00714754 0.00238384 -0.0125854 0.00122467 2.17e-05 -0.000337812 -0.00527536 1.23331e-05 -0.00392453 0.000493656 -0.00102474 -0.000869976 -0.00130708 -0.000792122 0.000307161 -0.000675325 -0.0016338 -0.0054382 -0.00269656 internal_weight=20886 16353 8008 1144 4533 1906 6864 236 864 972 279 61 693 41 908 553 1042 69 973 106 867 2627 2538 2133 1828 1159 847 639 89 669 internal_count=20886 16353 8008 1144 4533 1906 6864 236 864 972 279 61 693 41 908 553 1042 69 973 106 867 2627 2538 2133 1828 1159 847 639 89 669 is_linear=0 shrinkage=0.04 Tree=50 num_leaves=31 num_cat=0 split_feature=15 15 24 15 7 32 22 27 27 0 3 0 18 10 36 36 33 31 29 15 29 36 34 14 7 36 33 25 33 14 split_gain=24.3464 3.34132 3.7515 2.98609 5.601 4.53086 2.17666 1.84834 1.81448 1.78712 1.38711 1.36354 1.36214 1.15489 1.15378 1.98629 1.11501 1.1063 1.09151 1.072 1.31688 1.04631 1.36748 0.986509 0.969583 1.54674 1.56727 1.20714 1.95571 1.38 threshold=66.105000000000004 30.065000000000005 -7.6050000000000031 100.00500000000001 1.0000000180025095e-35 41.793496152184204 10.005000000000001 -7.269999999999988 25.260000000000012 1.0000000180025095e-35 358.50000000000006 19.500000000000004 130.55500000000004 -0.9159756150367534 50.873918309819835 55.12243221201998 19.345000000000002 88.920833333333348 84.957152412077747 69.135000000000005 69.815970411996616 33.773056318589987 111.76500000000001 0.28313308994381592 1.0000000180025095e-35 44.888064588729499 -14.954999999999998 -30.734999999999982 -0.48999999999999994 -0.46800559042974538 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 18 8 4 11 23 -7 21 9 16 12 13 -11 -2 17 -16 -3 -8 24 20 -13 -4 -23 -6 -1 26 -26 -28 -29 -30 right_child=3 2 7 -5 5 6 14 -9 -10 10 -12 19 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.012993978840284286 0.1812143344974407 -0.50098242790664227 0.22763413850123596 0.84021677023136077 0.02119336714385138 -0.94425004384860478 0.011536026073774838 0.24714620622862529 -0.45305764133739912 0.021925272863460969 -0.32126450487682201 -0.28020044901150748 -0.15406105423536884 0.43543763911589695 -0.60649705427054756 0.0092935744619086387 0.001218086484662928 -0.38648696301707675 -0.13191566141217492 0.16342760105960555 0.14533304204785824 -0.33438954819404698 -0.030052575498423981 0.29867016446738481 -0.51213870001016104 -0.00078494930177705512 0.0087904772820505545 -0.2882496951341228 -0.21024876674025117 0.044017930040405294 leaf_weight=2266 545 37 56 8102 451 33 133 1201 32 1177 29 20 25 5064 39 31 27 20 24 776 22 32 53 354 29 168 70 20 27 23 leaf_count=2266 545 37 56 8102 451 33 133 1201 32 1177 29 20 25 5064 39 31 27 20 24 776 22 32 53 354 29 168 70 20 27 23 internal_value=0.00251384 0.000170695 0.00116748 0.00330981 0.00273397 4.14705e-05 -0.00459375 0.00265872 -0.000340618 -0.000108108 0.000230707 0.00317847 0.000439268 0.00340096 -0.00317489 -0.00742857 -0.006625 -0.00122876 -0.000842025 0.00165281 -0.00457143 -0.00167376 -0.00447059 0.00151553 -0.000763734 -0.00276558 -0.00546746 -0.00371429 -0.00742857 -0.0032 internal_weight=20886 5296 2669 15590 7488 1061 256 1342 1327 1295 1231 6427 1202 5609 223 70 64 153 2627 818 42 141 85 805 2603 337 169 140 70 50 internal_count=20886 5296 2669 15590 7488 1061 256 1342 1327 1295 1231 6427 1202 5609 223 70 64 153 2627 818 42 141 85 805 2603 337 169 140 70 50 is_linear=0 shrinkage=0.04 Tree=51 num_leaves=31 num_cat=0 split_feature=15 3 9 15 9 19 23 23 17 24 9 0 22 35 10 33 15 7 33 25 36 15 15 33 24 34 13 23 3 0 split_gain=24.4216 3.15422 3.01347 3.75918 3.09989 2.96688 3.56074 1.95834 1.88447 1.87307 1.71203 2.23419 2.13993 1.69496 1.50898 1.40099 1.37044 1.61211 1.4994 1.34377 1.30921 1.27222 1.22832 1.52809 1.35799 1.2732 1.75513 1.20993 1.07409 1.05596 threshold=66.105000000000004 83.500000000000014 -0.37940952255126059 7.0050000000000008 0.78656609248549325 77.995000000000019 -9.9950000000000028 0.37500000000000006 -1.5699999999999998 3.3200000000000007 0.60355339059327384 7.5000000000000009 72.645000000000024 68.136071428571441 -0.70710678118654757 58.045000000000009 93.445000000000007 1.0000000180025095e-35 2.8700000000000006 -2.6649999999999987 42.847453919946936 -59.984999999999992 100.25000000000001 21.355000000000004 -3.1350000000000002 157.61000000000004 0.65233619298682533 -6.5149999999999997 357.50000000000006 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=1 -1 3 19 7 6 10 9 -6 15 22 -12 -13 -9 -15 21 17 29 -19 -3 -17 -4 23 24 25 -2 -27 -21 -5 -7 right_child=5 2 4 28 8 16 -8 13 -10 -11 11 12 -14 14 -16 20 -18 18 -20 27 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.068095176693467402 0.016358599253841883 0.0017146344098566046 -5.7381061469551708 0.20099275717940793 -0.11499004531491924 0.41737702419364192 0.28343446426554797 -0.10688487821437655 0.049141554897489462 -0.24024299529271056 0.43742678880439229 -0.57768804873717106 -0.097916755168197159 -0.070587864283919777 -0.38276385165834309 -0.62754823325357512 0.69512205545917061 -0.33897819944424695 0.1509935983490831 0.031245483051032381 -0.0019818456216019113 -0.053242585612444049 0.40416156277679505 0.28614848847325997 -0.18914792000811381 -0.033516513891982097 -1.3075021397079118 -0.09407358931299202 -0.087451401968161771 0.091486178990256753 leaf_weight=1147 256 500 21 894 27 2823 2438 52 644 20 30 25 42 21 36 33 8862 54 369 61 20 1510 172 179 20 48 30 268 42 242 leaf_count=1147 256 500 21 894 27 2823 2438 52 644 20 30 25 42 21 36 33 8862 54 369 61 20 1510 172 179 20 48 30 268 42 242 internal_value=0.00250235 0.000155589 -0.000357676 0.000895184 -0.00128523 0.00329955 0.00222222 -0.00218797 0.00101937 -0.00183541 -8.97754e-05 -0.00507216 -0.00913433 -0.00737615 -0.0121404 -0.00168182 0.00358219 0.00291055 0.000595745 -0.00106634 -0.00807547 -0.00146048 0.000595745 -0.00035272 -0.00187571 -0.00126946 -0.00574359 -0.00305167 0.00263248 0.00323002 internal_weight=20886 5296 4149 1765 2384 15590 3240 1713 671 1604 802 97 67 109 57 1584 12350 3488 423 829 53 1531 705 533 354 334 78 329 936 3065 internal_count=20886 5296 4149 1765 2384 15590 3240 1713 671 1604 802 97 67 109 57 1584 12350 3488 423 829 53 1531 705 533 354 334 78 329 936 3065 is_linear=0 shrinkage=0.04 Tree=52 num_leaves=31 num_cat=0 split_feature=15 23 15 7 15 27 33 9 24 20 0 24 17 22 31 23 9 15 21 18 25 20 18 9 2 23 14 35 33 19 split_gain=22.7861 4.39176 5.23529 2.94112 5.1811 4.35089 2.78486 2.44838 1.80569 1.75279 1.69148 2.59343 1.6902 1.58654 1.58216 1.56739 1.7332 1.58356 2.06155 1.53323 1.81934 1.51128 1.34623 1.28346 1.26042 1.22794 1.21975 1.68372 1.10895 1.24756 threshold=72.625000000000014 -3.7950000000000084 8.9950000000000028 1.0000000180025095e-35 108.63500000000001 -24.610000000000003 10.005000000000001 -0.37940952255126059 -12.514999999999999 79.975000000000009 10.500000000000002 2.2650000000000081 19.895000000000003 90.00500000000001 45.349166666666683 0.69499999999999329 -0.78656609248549303 -0.80499999999999994 98.065000000000012 113.00500000000001 -27.484999999999989 1.0000000180025095e-35 -9.9649999999999981 -0.70710678118654735 1.5000000000000002 -2.2699999999999974 -0.77243990499604276 74.913020833333363 0.045000000000000005 46.080000000000005 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 15 -2 5 13 10 -1 -4 12 11 21 -9 -5 25 23 -17 22 28 -11 -21 -7 -18 -3 -23 -10 -26 -28 29 -19 right_child=3 2 8 4 -6 6 -8 9 14 19 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 24 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.051388520748094656 0.4805068225595005 -0.091735275171328332 -0.13681931981587933 -0.43673681576792756 0.84993714911709106 -1.2471168138398117 0.21982201738054577 -0.32327007540022673 -0.13656476762169312 -0.069327327059400007 0.23647746515053694 0.083896898774084724 -0.0089757605211055538 -0.18338847154658222 0.24091757718778639 -0.02476519714912661 -1.1679678679569496 -0.13600040863788179 0.088947373209761371 -0.13124722088005686 -1.4195784769220694 0.024784144417600077 0.050923320722498257 0.024912848640911079 -0.12258153431771845 0.040910963026489597 -1.4104164272162638 -0.33389872720514474 -0.012447436044545812 -0.089712443547443399 leaf_weight=630 11978 56 167 55 1397 21 760 147 27 585 82 110 1346 65 1829 333 24 27 26 20 21 32 58 621 35 323 24 37 20 30 leaf_count=630 11978 56 167 55 1397 21 760 147 27 585 82 110 1346 65 1829 333 24 27 26 20 21 32 58 621 35 323 24 37 20 30 internal_value=0.00248319 0.000470588 0.00140186 0.00335051 0.00213598 0.000232596 0.00102089 -0.000728992 0.00249957 -0.0013799 -0.0019824 -0.00356757 -0.000634963 -0.007 0.00280679 -0.000753138 -0.00240927 -0.00551351 -0.00881553 -0.00315655 -0.0106341 -0.00700671 -0.00136585 0.000514033 -0.005375 0.000342857 -0.00766667 -0.011082 -0.0121039 -0.0149474 internal_weight=20886 6290 3541 14596 2618 1221 1101 2749 2346 2119 341 259 1493 120 2179 1195 518 185 103 626 41 149 82 677 128 350 96 61 77 57 internal_count=20886 6290 3541 14596 2618 1221 1101 2749 2346 2119 341 259 1493 120 2179 1195 518 185 103 626 41 149 82 677 128 350 96 61 77 57 is_linear=0 shrinkage=0.04 Tree=53 num_leaves=31 num_cat=0 split_feature=15 15 7 32 3 23 15 0 22 0 21 15 10 31 17 10 23 15 0 20 27 23 31 13 0 20 0 18 32 26 split_gain=22.3084 3.14521 4.20206 3.52242 2.80517 2.78576 1.70867 1.69459 1.58775 1.51523 1.45433 1.31101 1.28114 1.26856 1.49599 1.22739 1.18744 1.59148 1.74912 1.20672 1.17816 1.32701 2.35119 1.14646 1.27656 1.18413 1.08834 1.16436 1.07494 1.06909 threshold=66.105000000000004 100.00500000000001 1.0000000180025095e-35 42.789804555738669 83.500000000000014 4.9600000000000053 -1.0000000180025095e-35 19.500000000000004 10.005000000000001 22.500000000000004 85.390000000000015 69.135000000000005 0.25881904510252057 69.695208333333355 71.605000000000004 -0.9159756150367534 1.7900000000000029 8.9950000000000028 15.500000000000002 75.805000000000021 -22.149999999999995 -2.465000000000003 62.556666666666679 -0.814291907305839 5.5000000000000009 55.665000000000006 1.0000000180025095e-35 88.475000000000009 62.616999540108829 -12.364999999999993 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 7 -4 -1 9 -7 15 -5 13 -11 -9 -8 16 -15 -2 23 18 -18 -20 21 22 -13 -6 -25 -26 27 -17 -10 -27 right_child=1 -3 3 8 5 6 12 11 28 10 -12 20 -14 14 -16 26 17 -19 19 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31 leaf_value=0.064920381871705304 0.14689828982032779 0.76028875333365153 0.11888909480140214 -0.88078177420938775 0.028291998083490352 -0.055757031661451455 0.46202320760838694 -0.15281898808445668 -0.2933235013069585 -0.031789529852475726 -0.43568451609830811 -0.2170788147373503 -0.18137902447332793 0.027798209516482219 -0.099389395615615814 -0.30644021814378636 -0.12727288195743391 0.010507185218876074 -0.14578016028052854 0.022557163543268956 0.15468072123277471 0.26941323473786494 0.062194974075293299 0.0062207117650690761 -0.032904615888245704 -0.16426936689539431 0.40920742796847037 0.20684895259199146 -0.46342073660382221 -0.1133442034365377 leaf_weight=1147 545 8102 825 32 304 206 648 42 183 32 20 28 38 826 483 33 46 73 32 30 674 43 31 337 616 183 4664 367 21 275 leaf_count=1147 545 8102 825 32 304 206 648 42 183 32 20 28 38 826 483 33 46 73 32 30 674 43 31 337 616 183 4664 367 21 275 internal_value=0.00250426 0.0032662 0.00267521 0.000343073 0.000261329 -0.000222704 0.00175785 0.00306021 -0.0039661 -0.000765121 -0.00753846 0.00135941 0.0027172 -0.000655226 0.000302521 0.00330825 -0.00131646 -0.00439779 -0.00748148 -0.00309677 0.00173196 -0.00227451 -0.00616949 -0.000991253 -0.0014713 -0.00214525 0.00350237 0.0015 -0.00266667 -0.00368559 internal_weight=20886 15590 7488 1061 5296 4149 892 6427 236 3257 52 818 686 3205 1309 5609 1896 181 108 62 776 102 59 1715 1411 1074 5064 400 204 458 internal_count=20886 15590 7488 1061 5296 4149 892 6427 236 3257 52 818 686 3205 1309 5609 1896 181 108 62 776 102 59 1715 1411 1074 5064 400 204 458 is_linear=0 shrinkage=0.04 Tree=54 num_leaves=31 num_cat=0 split_feature=15 15 23 7 32 20 0 3 17 7 32 23 29 23 28 13 33 10 23 2 25 25 34 14 28 20 26 14 24 16 split_gain=21.6559 4.6879 5.89546 1.87938 2.12737 1.83998 1.63873 1.51467 1.77209 1.41991 2.22604 2.10268 1.45233 1.38722 1.25594 1.2392 1.23149 1.19129 1.18739 1.23895 1.28167 2.2786 1.42882 1.2544 1.17639 1.16682 1.30167 1.16713 1.1504 1.053 threshold=50.780000000000008 99.705000000000013 -6.8050000000000024 1.0000000180025095e-35 58.752951928367828 96.075000000000003 19.500000000000004 279.50000000000006 85.055000000000021 1.0000000180025095e-35 30.850201714630188 4.0699999999999976 90.279036095706601 5.9649999999999972 100.40366580534636 0.40614137006726808 -59.694999999999993 -0.60355339059327384 0.69499999999999329 5.5000000000000009 -1.4149999999999918 -22.215 100.02000000000002 0.99349222267034787 74.64185075460702 52.540000000000013 12.620000000000005 -0.29342786347392819 -107.16999999999999 91.705000000000013 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 14 5 -5 9 -8 -9 -4 -11 12 -12 18 -2 29 17 -15 24 23 21 22 -21 25 28 26 27 -20 -1 -7 right_child=1 -3 6 4 -6 15 7 8 -10 10 11 -13 -14 16 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.6465223915821534 0.058222162605166751 0.71013129904483097 0.33513359955121047 0.013468188508865771 -0.31652029398636428 -0.21667787929675558 0.14627230352904824 -0.56591169141049635 -0.015084690750179895 0.23339241254927143 -0.47515048914081576 0.3233779176633077 0.0027359343281144889 -1.3690175259811883 0.22794048791432914 -0.95314423361063239 0.11408958586278818 -0.0088901103446046605 -0.061901997826181415 0.075190438290288167 0.054390007452282466 -0.17761901378377906 -0.066808387896062846 -0.14371907310224841 -0.11737801450854855 0.019651777047036717 0.036862430542701156 -0.12073280781443896 -0.0085140199535873248 0.27202396050541294 leaf_weight=25 1345 8345 5283 501 40 33 378 27 74 430 59 79 38 22 466 45 537 118 51 23 23 30 38 22 20 182 47 21 2547 37 leaf_count=25 1345 8345 5283 501 40 33 378 27 74 430 59 79 38 22 466 45 537 118 51 23 23 30 38 22 20 182 47 21 2547 37 internal_value=0.00247745 0.00307567 0.0024335 0.000773409 -0.00106098 -0.000480519 0.00307663 0.000826722 -0.00352475 0.00325964 0.00142574 -0.00236364 -0.00630928 -0.000295736 0.00143788 -0.00504348 0.00134121 -0.002 -0.000661604 -0.00259039 -0.00617544 -0.00830769 -0.00386885 -0.00132508 -0.00033642 -0.000651163 -0.00373109 -0.00711111 -0.000261275 -0.00171429 internal_weight=20886 17180 8835 2467 656 616 6368 479 101 5889 606 176 97 3706 1811 115 677 140 3029 437 114 91 61 323 2592 301 119 72 2572 70 internal_count=20886 17180 8835 2467 656 616 6368 479 101 5889 606 176 97 3706 1811 115 677 140 3029 437 114 91 61 323 2592 301 119 72 2572 70 is_linear=0 shrinkage=0.04 Tree=55 num_leaves=31 num_cat=0 split_feature=15 15 23 7 0 26 23 33 28 10 24 28 33 15 17 18 23 10 15 15 14 31 36 20 21 0 20 32 2 25 split_gain=20.9763 4.17543 5.74183 2.34853 2.60269 2.14362 1.85925 2.25849 1.73939 1.69008 1.68208 1.60206 1.52966 1.41906 1.39716 1.29117 1.14684 1.31191 1.24498 1.71482 1.64636 1.31816 1.92727 1.29837 2.03626 1.2211 1.89394 1.20793 1.20408 1.30701 threshold=60.055000000000007 106.52500000000002 -6.9150000000000018 1.0000000180025095e-35 10.500000000000002 7.4749999999999952 5.7599999999999989 20.760000000000002 100.40366580534636 0.25881904510252057 -17.209999999999997 97.432526866174854 29.885000000000002 1.405 124.14000000000001 67.365000000000023 0.69499999999999329 0.60355339059327384 4.0050000000000008 -0.19499999999999998 0.1318557721318592 88.357916666666682 44.707943560169021 79.205000000000013 34.13000000000001 1.0000000180025095e-35 69.915000000000006 19.788864140120889 5.5000000000000009 36.175000000000004 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 3 8 5 -5 7 16 15 13 -9 -7 14 -8 -13 -2 18 28 19 20 23 25 -23 -1 -25 26 -20 -27 29 -18 right_child=1 -3 -4 4 -6 11 9 10 -10 -11 -12 12 -14 -15 -16 -17 17 -19 21 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.091382276303587612 -0.18853436072439478 0.85720147748121434 0.32032039549002911 -0.028839959043282164 0.15074636207933342 -0.17120754691402174 -0.017613059422711727 -0.049418789391024454 0.26420407299467397 -0.2130273737495359 0.13683402766987141 -0.82475631959436269 -0.35904282889466965 0.43911961289107687 -0.077618601383460634 0.096671508506943726 -0.0007257529977416202 -0.24405687668978279 -0.35857945328483043 0.035438672583653505 0.056520489283334543 -0.15850804502270754 -0.054983582123618667 -4.9854369224466382 -0.027328245132530338 -0.10172341152702714 0.021722682739989604 -0.01648534671822826 -0.076919899572897452 -0.15540310824332229 leaf_weight=482 38 6722 6972 247 311 94 212 344 804 38 539 27 20 610 21 1097 255 22 33 542 115 34 57 23 31 37 22 1006 104 27 leaf_count=482 38 6722 6972 247 311 94 212 344 804 38 539 27 20 610 21 1097 255 22 33 542 115 34 57 23 31 37 22 1006 104 27 internal_value=0.00245447 0.00312187 0.00258789 0.00100639 -0.000944444 -0.00304156 4.67683e-05 -0.000345222 0.00173079 0.00172093 0.00141789 -0.00661728 -0.0112941 0.00210219 -0.0151667 0.000722467 -0.000903226 -0.00286274 -0.00056759 0.000345348 -0.0010384 -0.0014836 -0.00610989 -0.00197015 -0.00785185 -0.00110018 -0.00690909 -0.000793864 -0.00232124 -0.000964539 internal_weight=20886 16353 9631 2659 720 409 4533 3673 1939 860 883 162 68 822 48 1135 2790 408 2382 1193 651 1189 91 536 54 1098 55 1043 386 282 internal_count=20886 16353 9631 2659 720 409 4533 3673 1939 860 883 162 68 822 48 1135 2790 408 2382 1193 651 1189 91 536 54 1098 55 1043 386 282 is_linear=0 shrinkage=0.04 Tree=56 num_leaves=31 num_cat=0 split_feature=15 24 15 19 23 18 33 35 14 27 27 14 22 10 35 27 15 7 27 21 3 26 34 33 0 23 22 29 2 13 split_gain=20.386 3.7321 4.48181 3.10061 2.78238 2.01282 1.89033 1.78091 2.37274 1.69175 1.63297 1.5158 1.3121 1.37246 1.88091 2.51857 1.21181 1.92109 2.2183 1.20551 1.04523 1.0355 0.999113 0.997423 1.24138 0.932232 1.00119 0.875097 0.856714 0.812364 threshold=72.625000000000014 -7.6050000000000031 19.965000000000003 77.995000000000019 -5.8550000000000031 117.90500000000002 -30.639999999999997 83.244583333333352 0.18281312110578132 -25.399999999999988 -4.1300000000000123 -0.99983123799342477 -60.554999999999993 0.91597561503675351 96.255714285714305 1.3100000000000096 112.00500000000001 1.0000000180025095e-35 -27.324999999999999 -1.5699999999999998 66.500000000000014 -6.5200000000000058 116.28500000000001 10.005000000000001 8.5000000000000018 -25.125 110.44500000000001 60.269946966502793 3.5000000000000004 -0.19337636264337835 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 21 4 6 11 9 -7 -9 -2 -4 -1 19 20 -15 22 17 25 -19 -13 -14 -3 -16 24 -20 26 -5 -8 -26 -29 right_child=3 2 10 16 -6 7 27 8 -10 -11 -12 12 13 14 15 -17 -18 18 23 -21 -22 -23 -24 -25 28 -27 -28 29 -30 -31 leaf_value=-4.0133723557390191 -0.45128872278406512 -0.027482975669027 0.0034859884537522924 0.091301716672647013 0.28772716244573621 -0.029387773313322402 -0.16101680083886216 -0.8007420133832035 -0.076363295074940135 -0.0072812387042402458 0.24209011763592922 -0.32872458097990814 0.085828693757655353 -0.026385064937556209 -0.51600835910570497 -0.44059719332764374 1.0259865135776802 -0.30206091769234755 0.21795435868837235 -0.005518634960476501 0.0013410289789667382 0.0064068765608763381 0.1060882988682932 0.21509202283474424 -0.14549565692170593 0.38018012080119323 -0.13193990116175314 0.21340539466885958 -0.3598214020946035 0.024497199637235449 leaf_weight=26 28 489 355 60 1598 88 22 28 30 72 1662 31 300 306 24 31 5311 53 58 29 2199 669 23 645 35 5723 24 374 23 570 leaf_count=26 28 489 355 60 1598 88 22 28 30 72 1662 31 300 306 24 31 5311 53 58 29 2199 669 23 645 35 5723 24 374 23 570 internal_value=0.00243149 0.000527822 0.00149291 0.00325185 0.00201802 -0.000455859 0.000435272 -0.0050411 -0.0104828 -0.0048 0.00263163 -0.00023038 -0.00014543 -2.35864e-05 -0.00225 -0.00779487 0.00352732 0.00316629 0.00134644 -0.006 0.000318528 -0.000490501 -0.00195745 0.0018975 -0.00151724 0.00342139 -0.000761905 0.000977226 -0.00565517 0.00116102 internal_weight=20886 6290 3175 14596 2664 3115 1066 146 58 100 2017 2969 2943 2883 384 78 11932 6621 814 60 2499 1158 47 761 116 5807 84 966 58 944 internal_count=20886 6290 3175 14596 2664 3115 1066 146 58 100 2017 2969 2943 2883 384 78 11932 6621 814 60 2499 1158 47 761 116 5807 84 966 58 944 is_linear=0 shrinkage=0.04 Tree=57 num_leaves=31 num_cat=0 split_feature=15 15 24 19 23 35 27 33 23 17 28 9 15 15 3 15 7 27 27 0 3 2 26 23 33 34 13 9 23 15 split_gain=19.5095 3.36721 3.49419 3.2669 2.44987 1.88179 1.75534 1.63763 1.69 3.04051 1.54067 1.3309 1.6537 1.38891 1.28284 1.28051 2.0675 2.16354 1.25611 1.28892 1.63005 1.19995 1.26448 1.21656 1.4923 1.89712 1.18809 1.15488 2.23138 1.36341 threshold=72.625000000000014 44.995000000000012 -12.514999999999999 77.995000000000019 -5.8550000000000031 71.783214285714294 14.240000000000007 -30.639999999999997 -16.899999999999995 123.58500000000002 89.720312156722329 -0.37940952255126059 7.0050000000000008 -59.984999999999992 255.50000000000003 112.00500000000001 1.0000000180025095e-35 -27.324999999999999 -5.4300000000000042 20.500000000000004 95.500000000000014 4.5000000000000009 -89.214999999999989 1.0099999999999982 0.045000000000000005 100.02000000000002 0.54940630780725741 0.78656609248549325 3.8900000000000081 4.0050000000000008 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 5 4 7 -3 10 8 9 -2 -7 12 -1 -13 -8 16 -5 -18 26 -20 -21 27 -23 -24 25 -25 -4 28 29 -15 right_child=3 2 18 15 -6 6 14 -9 -10 -11 -12 13 -14 21 -16 -17 17 -19 19 20 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010793305910063925 -0.45437527787384235 0.096226579113200872 -0.08638841489658558 0.35998552097912412 0.27621807594790687 -0.044403861419499306 -0.15777509997193506 0.062920114150886067 0.014762460770780136 0.0073341914110086857 -0.39052996256385875 -5.4901183078783049 0.13065156718590404 0.042445764429669984 -0.63583414829864981 0.98494705303457308 -0.28997848098465379 0.15455602362169793 0.2207459929527282 0.030340898577038256 -0.35560547349963917 -0.32927410136350688 -0.033361505540509179 -0.018122809996145718 0.0043307485076672213 -0.21886974554210156 0.15371135125523927 0.047065402249506921 -0.41514606269562349 -0.03779146782829642 leaf_weight=875 26 441 162 5807 1598 518 30 966 50 24 24 21 510 258 28 5311 53 761 1568 49 20 24 783 33 41 28 156 301 20 400 leaf_count=875 26 441 162 5807 1598 518 30 966 50 24 24 21 510 258 28 5311 53 761 1568 49 20 24 783 33 41 28 156 301 20 400 internal_value=0.00242191 0.000559619 0.00153004 0.00322445 0.00195796 -0.000341979 -0.0018 0.000472796 -0.0044 -0.0096 -0.00109225 -0.000323011 0.000620939 -0.00100786 -0.00841379 0.00350721 0.00313608 0.00124816 0.00252685 0.00297373 -0.00237681 -0.000894068 -0.00194059 -0.00169492 -0.00580392 -0.00977049 0.000226415 7.76304e-05 -0.000837758 -0.00043769 internal_weight=20886 6290 2996 14596 2664 1041 600 1066 100 50 542 3294 1385 1909 58 11932 6621 814 1955 1637 69 1888 909 885 102 61 318 979 678 658 internal_count=20886 6290 2996 14596 2664 1041 600 1066 100 50 542 3294 1385 1909 58 11932 6621 814 1955 1637 69 1888 909 885 102 61 318 979 678 658 is_linear=0 shrinkage=0.04 Tree=58 num_leaves=31 num_cat=0 split_feature=15 23 15 19 23 24 9 0 13 17 18 31 14 20 2 26 15 7 27 3 21 18 36 32 32 0 15 17 35 34 split_gain=19.0198 3.47258 3.82459 3.14813 2.25582 2.19783 1.80246 1.78071 2.17431 1.54834 1.41523 2.30496 1.50727 1.83774 1.83438 1.54718 1.35581 1.91006 1.79047 1.19662 1.44663 2.84929 1.1484 1.56068 1.13543 1.14997 1.24733 1.59161 1.20332 1.25006 threshold=72.625000000000014 -3.7950000000000084 19.965000000000003 77.995000000000019 -5.8550000000000031 -18.525000000000002 -0.37940952255126059 19.500000000000004 0.039769539193789977 12.565000000000003 81.165000000000006 52.752708333333338 -0.45273527932988084 19.925000000000001 2.5000000000000004 9.2850000000000055 112.00500000000001 1.0000000180025095e-35 -27.324999999999999 66.500000000000014 95.875000000000014 114.48500000000001 43.158153530500066 59.512734850535303 13.402848172470499 5.5000000000000009 5.120000000000001 65.38000000000001 78.919136904761913 178.88500000000002 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 6 -3 4 10 -4 -1 -7 -9 22 11 -2 13 14 15 -12 17 -5 -19 -11 24 -22 -8 -24 -21 -26 -27 -28 29 -29 right_child=3 2 5 16 -6 7 9 8 -10 19 12 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 25 26 27 28 -30 -31 leaf_value=0.050996610496568041 -0.47710921428459863 -0.0056367723169938122 -0.28289630708093411 0.34558610013995916 0.2651693529099905 0.19533318232429728 -0.44331758979520752 -0.35962739250567943 0.016811956853389948 0.032682216318668411 0.023155039169672906 0.017172325889802338 0.17756188148421245 0.068491427075041716 -0.78283246952541075 -0.57941626927823164 0.94554917091319013 -0.27837934174526768 0.14837378267682988 -0.27208246639347339 -0.14780910889035101 -1.1859263011062982 0.026726875816478337 -5.3985422744132867 0.029895036551043939 0.034032960861809521 -0.15754508068724155 0.016926766006178793 -0.11824711492211024 -0.11659968445444849 leaf_weight=630 34 1380 48 5807 1598 2017 52 23 73 287 66 52 569 285 20 40 5311 53 761 24 204 22 63 20 436 206 197 370 195 43 leaf_count=630 34 1380 48 5807 1598 2017 52 23 73 287 66 52 569 285 20 40 5311 53 761 24 204 22 63 20 436 206 197 370 195 43 internal_value=0.00242382 0.000585056 0.00141316 0.00321622 0.00197297 0.00246367 -0.00048163 0.00265594 -0.00266667 -0.00104011 0.000547843 -0.00437209 0.000979592 -0.00086618 -0.00488889 -0.00279245 0.0034938 0.00311192 0.0012973 -0.000758064 -0.00116205 -0.00414159 -0.00518518 -0.00226506 -0.000704283 -0.000561161 -0.00130168 -0.00201242 -0.001 0.00022276 internal_weight=20886 6290 3541 14596 2664 2161 2749 2113 96 2119 1066 86 980 411 126 106 11932 6621 814 1984 1697 226 135 83 1471 1447 1011 805 608 413 internal_count=20886 6290 3541 14596 2664 2161 2749 2113 96 2119 1066 86 980 411 126 106 11932 6621 814 1984 1697 226 135 83 1471 1447 1011 805 608 413 is_linear=0 shrinkage=0.04 Tree=59 num_leaves=31 num_cat=0 split_feature=15 19 23 15 7 24 15 32 27 9 17 3 20 2 15 7 27 0 13 0 23 19 15 31 32 17 27 31 22 0 split_gain=18.1611 3.26631 3.15995 3.691 2.2254 2.18823 1.81342 2.75804 1.54219 1.52469 1.63063 1.37865 1.43253 1.42774 1.3655 1.77108 1.45267 1.25611 1.23409 1.12603 2.10272 1.07786 1.81113 1.3874 1.77094 1.05408 1.62261 1.02797 0.996574 0.98155 threshold=72.625000000000014 77.995000000000019 -3.7950000000000084 19.965000000000003 1.0000000180025095e-35 -18.525000000000002 113.58500000000002 44.577551011658223 -24.610000000000003 -0.37940952255126059 5.1400000000000015 141.50000000000003 1.405 1.0000000180025095e-35 112.00500000000001 1.0000000180025095e-35 -27.324999999999999 19.500000000000004 0.039769539193789977 1.5000000000000002 1.2650000000000008 90.675000000000026 55.140000000000008 83.841041666666683 40.744593249489185 0.092500000000000013 -13.999999999999991 85.09979166666669 85.305000000000021 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 9 -4 -2 27 7 -6 28 -1 25 13 -13 -10 15 29 -17 19 -19 20 -7 -12 -23 24 -24 26 -11 -5 -9 -3 right_child=1 14 3 5 6 17 -8 8 11 10 21 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.048956746076705325 0.22945180683160563 0.37984241078961251 -0.005411301424314072 0.062676803252018742 0.064071468275931048 0.036610952364419476 0.61878013397596476 -0.4241280708447035 0.023993612294395221 -2.969406715861969 -0.015747069686230318 -0.60387234087073216 0.076019047920046351 -1.1698970924653256 0.9077272040766623 -0.26724416807545714 0.14243883136975677 -0.34524229680545226 0.016139478579254418 0.2122918460306023 -0.1319984489881032 0.0020640942068888037 -0.69594244390109505 -0.31099807396680246 -0.20544129398422684 -1.0476781424741775 -0.0062592075607258522 -0.42174724229929539 -0.29471155765133089 0.15043050319113455 leaf_weight=630 1981 4844 1380 26 329 51 141 20 27 24 1779 26 80 39 5311 53 761 23 73 1944 22 118 21 71 23 20 63 22 21 963 leaf_count=630 1981 4844 1380 26 329 51 141 20 27 24 1779 26 80 39 5311 53 761 23 73 1944 22 118 21 71 23 20 63 22 21 963 internal_value=0.00241999 0.0031943 0.000623212 0.00141316 0.00192793 0.00244516 -4.09955e-05 -0.00109225 -0.0046385 -0.000394325 -0.000907975 -0.00297674 -0.000150943 -0.00751515 0.00347704 0.00309379 0.00134644 0.00263701 -0.00183333 0.00284978 -0.0020274 -0.000652087 -0.0032103 -0.00678261 -0.0123636 -0.00571963 -0.00381609 -0.006 -0.0116098 0.00333873 internal_weight=20886 14596 6290 3541 2664 2161 683 542 213 2749 2119 172 106 66 11932 6621 814 2113 96 2017 73 2012 233 115 44 107 87 48 41 5807 internal_count=20886 14596 6290 3541 2664 2161 683 542 213 2749 2119 172 106 66 11932 6621 814 2113 96 2017 73 2012 233 115 44 107 87 48 41 5807 is_linear=0 shrinkage=0.04 Tree=60 num_leaves=31 num_cat=0 split_feature=15 15 23 27 15 35 33 3 23 10 21 15 7 32 0 14 10 29 35 10 14 29 29 15 36 0 32 20 10 27 split_gain=18.1334 4.54014 5.22586 2.07656 1.82811 1.96885 2.23514 1.62627 1.68939 1.61137 1.80105 2.55899 1.59391 1.82302 1.4342 1.38973 1.36913 1.35996 2.368 1.54771 1.35 1.31237 2.64236 1.30061 1.23457 1.22546 1.17414 1.19325 1.16888 1.06331 threshold=60.055000000000007 106.52500000000002 -6.9150000000000018 -13.599999999999982 72.625000000000014 87.585773809523815 7.4750000000000005 83.500000000000014 5.3099999999999961 0.91597561503675351 108.14500000000002 92.385000000000005 1.0000000180025095e-35 31.767923103947236 8.5000000000000018 0.57605713708605399 0.25881904510252057 73.046035606636451 82.565059523809538 0.78656609248549303 -0.89404254237865755 100.42805135695885 103.31899456223604 1.405 50.197019489236219 12.500000000000002 52.540234005930223 86.765000000000015 -0.60355339059327384 -3.5549999999999993 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 15 5 26 -7 -1 29 12 -11 -12 -4 -14 -15 17 23 18 20 21 -2 -19 -23 -10 -16 -8 27 -5 -25 -9 right_child=1 -3 9 4 -6 6 25 8 16 10 11 -13 13 14 24 -17 -18 19 -20 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.040658914713893435 -0.074720524766961768 0.72590962440773066 0.32295299775884106 0.21854650573098913 0.13675437030856691 -0.6143827721792493 -0.32759715633110353 -0.067869745875973914 -0.043508925878399711 0.085107665797013912 -0.4192633731703444 0.21862284174761698 0.22224054815031641 0.079067143006771021 -0.11272090641965293 0.1426246603289926 -0.16366236210308707 -0.018481487407955473 -1.5672536577262037 0.22792537821472944 0.0014579660213290724 -0.33297981249187536 -0.10693081532763682 -0.046913238259396327 -0.57456816784455722 0.18759680363656306 -0.13801872732796949 -0.3775432156719048 0.57685804018515185 -0.0052891199178818861 leaf_weight=847 20 6722 5565 228 1596 27 58 842 206 623 33 48 491 104 81 158 29 191 22 123 60 26 44 66 27 33 37 36 447 2096 leaf_count=847 20 6722 5565 228 1596 27 58 842 206 623 33 48 491 104 81 158 29 191 22 123 60 26 44 66 27 33 37 36 447 2096 internal_value=0.00239127 0.0030118 0.00245499 0.000946221 0.00157816 -0.00077327 -0.00515254 0.000152658 -0.000210526 0.00303041 0.00121591 -0.00439506 0.00323421 0.00143954 -0.00166038 -0.00103106 0.00148663 -0.00209053 -0.00619608 -0.001 -0.003 -0.00274329 -0.00742857 0.00183032 -0.00488889 -0.00215385 0.000943522 0.00187879 0.00290838 -0.000642614 internal_weight=20886 16353 9631 2659 2015 419 118 4533 3686 6972 704 81 6268 703 212 644 748 486 102 384 80 261 70 719 108 91 301 264 513 2938 internal_count=20886 16353 9631 2659 2015 419 118 4533 3686 6972 704 81 6268 703 212 644 748 486 102 384 80 261 70 719 108 91 301 264 513 2938 is_linear=0 shrinkage=0.04 Tree=61 num_leaves=31 num_cat=0 split_feature=15 15 23 7 0 28 9 9 23 15 22 15 10 3 25 7 22 32 24 18 17 13 19 20 20 36 24 17 35 16 split_gain=17.7137 4.38905 4.91162 2.51565 2.19245 2.04442 1.54873 2.46396 3.1284 2.292 1.52755 1.43092 1.38168 1.69027 1.33516 1.27852 1.76685 1.24913 1.46875 1.88368 1.19681 1.14721 1.46598 1.11334 1.11007 1.41779 1.51719 1.25488 1.05958 1.05354 threshold=60.055000000000007 112.00500000000001 -6.6650000000000116 1.0000000180025095e-35 10.500000000000002 107.23382253111383 -0.37940952255126059 0.78656609248549325 1.5149999999999937 7.0050000000000008 76.610000000000014 -59.984999999999992 0.91597561503675351 348.50000000000006 -6.8949999999999987 1.0000000180025095e-35 1.0000000180025095e-35 48.6804222075966 -37.369999999999983 104.07500000000002 -1.5699999999999998 -0.97509794945709805 97.415000000000006 -20.039999999999996 96.075000000000003 48.208453984421872 -13.899999999999997 97.735000000000014 92.172232142857169 86.365000000000023 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 3 5 17 21 9 8 11 -1 14 -8 15 29 -10 -4 -17 24 -19 -20 -9 22 -2 -23 -5 26 -26 -28 -6 -14 right_child=1 -3 12 4 28 -7 7 20 10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0094343076535855688 -0.026008656898115119 0.80854351730598273 0.32305095851335303 0.00025786695283441297 0.17826303420667344 0.30999690702867005 -4.9330808261171244 -0.073754657080449426 -0.29668310474114334 0.15173437907157714 -0.062002587331846333 -0.022436425226497796 -0.0077329336079677716 -0.17039169164897516 -0.16992728063683452 -0.51634668538395145 0.16046648111502254 0.0067254401354257618 -0.25640836424211327 -1.5435028572899721 0.045213468065057265 -0.44561246472968258 -0.40626846702254121 0.091706250074082271 -0.4466785760211881 0.20084021278560385 -0.11088847345267665 0.14707234843754916 -0.090491349363812118 0.20662630180680083 leaf_weight=875 109 5668 5983 259 225 721 21 31 28 917 42 1799 261 20 24 20 776 40 54 20 796 20 27 1426 30 21 20 21 119 513 leaf_count=875 109 5668 5983 259 225 721 21 31 28 917 42 1799 261 20 24 20 776 40 54 20 796 20 27 1426 30 21 20 21 119 513 internal_value=0.00237403 0.00298734 0.00251006 0.00117224 -0.000746601 0.00184629 0.000161483 -0.000436337 -0.00122466 0.00107589 -0.00834043 -0.000857143 0.00305982 0.00148111 -0.0129231 0.00324473 0.00173869 -0.00253763 -0.00617544 -0.00951351 0.00138815 0.00104172 -0.00247059 0.00137206 -0.00135613 -0.00513043 -0.00783099 -0.00282927 0.00167442 0.00177778 internal_weight=20886 16353 10685 3112 809 2303 4533 2741 1914 1792 94 1820 7573 794 52 6779 796 465 114 74 827 1582 136 1446 351 92 71 41 344 774 internal_count=20886 16353 10685 3112 809 2303 4533 2741 1914 1792 94 1820 7573 794 52 6779 796 465 114 74 827 1582 136 1446 351 92 71 41 344 774 is_linear=0 shrinkage=0.04 Tree=62 num_leaves=31 num_cat=0 split_feature=15 15 7 33 23 33 27 10 15 23 9 0 0 34 24 3 26 0 21 20 24 27 27 22 33 18 23 24 26 24 split_gain=17.6992 3.69537 4.56419 2.85042 2.52715 3.10448 1.84538 1.76121 1.46774 1.43541 1.60095 1.4095 2.09709 1.83512 1.69186 1.89509 1.35311 1.31606 1.97967 2.54848 1.285 1.28128 1.27459 1.20289 1.15346 1.14469 1.11373 2.02084 1.06213 1.05401 threshold=69.135000000000005 112.00500000000001 1.0000000180025095e-35 10.005000000000001 5.3099999999999961 20.760000000000002 -13.999999999999991 0.60355339059327384 1.405 -2.0850000000000004 -0.60355339059327362 8.5000000000000018 10.500000000000002 126.37500000000001 -38.325000000000003 137.50000000000003 5.6299999999999981 1.0000000180025095e-35 71.605000000000004 75.235000000000014 -16.299999999999997 -25.399999999999988 -40.109999999999992 54.895000000000003 -2.0049999999999994 92.385000000000005 1.9099999999999986 12.164999999999996 -14.265000000000006 -107.16999999999999 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 11 5 17 9 8 -6 10 16 -4 13 28 -15 24 22 18 -1 -20 -7 -5 -2 -17 -16 -25 29 -28 -13 -19 right_child=1 -3 3 21 7 20 -8 -9 -10 -11 -12 12 -14 14 15 23 -18 26 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.032627524967773561 -0.19373270927571323 0.77620177661374357 0.080345528591163728 -0.13998892489627149 -0.019578025505129892 -4.9448610647075187e-05 0.28397081790556228 -0.13725018762038182 0.37766101404410002 0.62406074087116159 0.084466153011135192 0.056423614410819271 0.16420736527530067 -0.016963030439258581 -1.4871983174390142 -0.72068577750952856 0.064571901042586366 -5.5798022731958303 -0.63414144970271591 -0.31332285077451971 0.1072433464310722 0.1512437883837405 -0.11618172346234959 -0.70556305620957438 -0.51247664502143286 0.085475626712649855 -0.037287583236381108 -0.28953905721107182 -0.22128656726432788 -0.0052313150539726651 leaf_weight=39 20 5668 116 46 218 516 7359 21 903 259 315 41 105 37 22 25 53 26 20 24 933 887 62 24 20 28 248 28 81 2742 leaf_count=39 20 5668 116 46 218 516 7359 21 903 259 315 41 105 37 22 25 53 26 20 24 933 887 62 24 20 28 248 28 81 2742 internal_value=0.00235679 0.00307173 0.00258947 0.00050838 0.000460301 4.02099e-05 0.00295885 0.00214361 0.00235861 0.00100987 -0.000355555 -0.00193186 -0.00310183 -0.00492086 -0.00779487 -0.0101176 -0.004 -0.000669012 -0.00563855 -0.0114545 0.00157074 0.0018135 -0.00721951 -0.00638961 -0.0169524 -0.00292308 -0.000533508 -0.00295652 -0.0012459 -0.000291907 internal_weight=20886 15168 9500 1432 5718 4576 8068 1142 1121 709 450 499 383 278 156 119 135 3127 83 44 1449 933 82 77 42 52 3044 276 122 2768 internal_count=20886 15168 9500 1432 5718 4576 8068 1142 1121 709 450 499 383 278 156 119 135 3127 83 44 1449 933 82 77 42 52 3044 276 122 2768 is_linear=0 shrinkage=0.04 Tree=63 num_leaves=31 num_cat=0 split_feature=15 15 27 24 15 23 15 7 23 29 0 14 3 31 22 32 3 18 20 22 21 2 20 10 20 27 20 11 14 32 split_gain=17.6066 3.42581 3.66892 3.21241 3.18263 1.92237 2.16667 1.73899 1.61018 2.16373 1.89716 1.9159 1.59802 1.48109 2.24519 1.41817 1.45287 1.32771 1.68144 1.32901 1.39655 1.28253 1.95822 1.14632 1.92726 1.73759 1.11395 2.01881 1.0745 1.04715 threshold=72.625000000000014 112.00500000000001 -12.550000000000002 -7.6050000000000031 8.9950000000000028 2.3449999999999993 40.005000000000003 1.0000000180025095e-35 -3.5599999999999983 68.518878855383846 21.500000000000004 0.097680735332368748 66.500000000000014 45.349166666666683 40.005000000000003 44.577551011658223 141.50000000000003 120.43500000000002 81.665000000000006 -60.554999999999993 -1.5699999999999998 1.0000000180025095e-35 81.187500000000014 0.60355339059327384 75.805000000000021 0.21000000000000049 9.0150000000000023 1.0000000180025095e-35 -0.99983123799342477 13.402848172470499 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 8 5 -5 12 -7 -4 9 10 11 -2 -1 14 -6 -9 21 19 -19 20 -14 -17 -23 -15 -25 -26 27 -11 -21 -30 right_child=1 -3 7 4 13 6 -8 15 -10 26 -12 -13 17 23 -16 16 -18 18 -20 28 -22 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.053246521521743695 -0.492355069889714 0.74515370554919369 0.28044663364602002 -0.0066217196781239796 -0.28328923464405448 -0.052605336149232212 -0.31659519459143171 0.16678845335832349 0.2661136868341093 -0.45235462036746499 0.049528969232554995 -0.062159468299507935 -0.33576950735262329 0.2303445848251818 0.019001012480922504 0.041180359924538674 0.036078822164694831 -0.054332886747878034 -0.94277332458384777 -3.4645496459732978 -0.00267203722016408 -1.3975987965877286 -0.3415730384576583 0.049436010604165408 -0.0057110539102063597 -0.26920841848429616 0.027568472614888012 0.011910117852221363 -0.23649106720518018 -0.00076370256134682276 leaf_weight=409 36 5668 6807 1000 22 49 26 785 369 25 29 35 29 1573 351 25 107 87 21 26 29 23 21 182 27 20 620 46 37 2402 leaf_count=409 36 5668 6807 1000 22 49 26 785 369 25 29 35 29 1573 351 25 107 87 21 26 29 23 21 182 27 20 620 46 37 2402 internal_value=0.00234147 0.00310386 0.00261559 0.000572337 0.00146772 -0.000340289 -0.00666667 0.00292894 0.000517242 -0.000500632 -0.006 -0.00952113 -0.00018421 0.00232644 3.21717e-05 0.00133611 -0.00190909 -0.0005458 -0.00488889 -0.000359889 -0.00634483 -0.00643478 -0.0105455 0.00280133 0.000157205 -0.00706383 0.000295224 -0.0044507 -0.000219067 -0.000132841 internal_weight=20886 14596 8928 6290 3175 3115 75 7768 1160 791 100 71 3040 2175 373 961 176 2631 108 2523 58 69 44 1802 229 47 691 71 2465 2439 internal_count=20886 14596 8928 6290 3175 3115 75 7768 1160 791 100 71 3040 2175 373 961 176 2631 108 2523 58 69 44 1802 229 47 691 71 2465 2439 is_linear=0 shrinkage=0.04 Tree=64 num_leaves=31 num_cat=0 split_feature=15 15 23 10 27 13 23 10 3 3 31 24 22 16 32 21 29 34 32 36 22 34 31 15 31 21 2 25 10 15 split_gain=16.7937 4.34997 4.17429 1.7416 1.60107 2.06185 1.59447 1.52655 1.63673 1.51049 1.29215 1.07819 1.06234 3.72825 1.05294 1.19592 1.03999 1.44877 1.02578 1.3906 1.01022 1.14004 0.984087 1.75897 0.926022 1.83495 0.897876 1.05042 0.888364 0.84375 threshold=61.615000000000009 112.00500000000001 -6.6650000000000116 0.78656609248549303 -24.610000000000003 -0.861146256326485 5.7599999999999989 0.91597561503675351 347.50000000000006 82.500000000000014 74.789583333333354 -107.16999999999999 99.905000000000015 87.095000000000013 61.466897384476944 67.375000000000014 104.03058894629639 118.65000000000002 52.873343152174108 46.807930512816505 6.8100000000000014 123.82500000000002 62.556666666666679 79.625000000000014 62.196875000000006 111.53500000000001 5.5000000000000009 -9.6449999999999942 0.25881904510252057 103.55500000000002 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 3 4 5 -2 9 10 12 -1 20 -11 -9 -14 28 -16 17 -6 26 -20 21 -4 23 -7 25 -5 -19 -28 -8 -24 right_child=1 -3 7 24 16 22 14 8 -10 11 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31 leaf_value=0.035534744787469312 -0.74143177110283076 0.71534755732722577 0.22631602657549268 0.023334134477591674 0.17392927561072666 0.10173300577600827 0.14458129208912804 0.087107371188944169 -0.18615272204507985 -5.3052766282945205 0.32987788027220033 -0.013624942841015069 -0.37888750852256481 0.13749517786100962 -0.39338386120834018 0.16943664192786728 0.18206544135490732 0.006807050777609536 0.083846612066129436 -0.36830344988392716 0.18243607886910015 -0.3543193204377984 0.022986598557997385 -0.32647735612842532 0.21519703325221137 -0.51769734412952018 -0.4045143012333981 0.10528440651477365 -0.12823935282597446 -0.11435837951263417 leaf_weight=746 36 5668 20 223 256 21 756 595 20 25 4623 3041 32 137 43 54 458 642 24 44 2008 29 96 39 1092 21 36 34 35 32 leaf_count=746 36 5668 20 223 256 21 756 595 20 25 4623 3041 32 137 43 54 458 642 24 44 2008 29 96 39 1092 21 36 34 35 32 internal_value=0.00232615 0.00293735 0.00245598 0.00121022 0.00036787 -0.00278571 0.000221277 0.0029657 0.00129592 -0.000134313 0.00316168 -0.000527071 0.00159162 -0.0012071 0.00174775 -0.00218557 0.000840696 0.000138996 -0.000717949 -0.00541176 0.00232766 -0.00334694 -0.00110638 -0.00533333 0.00229341 6.55739e-05 -0.000269663 -0.00457143 0.00223009 0.000875 internal_weight=20886 16186 10518 3054 1718 224 4700 7464 784 3812 6680 3066 764 169 888 97 1494 1036 780 68 2057 49 188 60 1336 244 712 70 791 128 internal_count=20886 16186 10518 3054 1718 224 4700 7464 784 3812 6680 3066 764 169 888 97 1494 1036 780 68 2057 49 188 60 1336 244 712 70 791 128 is_linear=0 shrinkage=0.04 Tree=65 num_leaves=31 num_cat=0 split_feature=15 15 7 24 31 0 14 18 16 33 10 15 0 13 22 21 28 20 15 23 17 26 26 25 0 23 0 35 17 29 split_gain=16.7713 3.9594 3.61474 2.24924 2.94868 1.90672 2.70512 2.42634 2.00006 1.84092 1.6682 1.55324 1.36936 1.27348 1.14655 1.25664 1.1424 1.22013 1.09636 1.05964 1.1254 1.05494 2.06308 1.03839 1.01339 1.64566 1.00538 0.963047 0.959055 1.04325 threshold=67.365000000000023 112.00500000000001 1.0000000180025095e-35 -7.6050000000000031 45.349166666666683 18.500000000000004 -0.15101602693478741 93.035000000000011 105.605 10.005000000000001 -0.9159756150367534 5.120000000000001 1.5000000000000002 0.42179998225932674 -60.554999999999993 -1.5699999999999998 98.641122157860082 105.95500000000001 94.865000000000023 2.3449999999999993 46.115000000000009 -25.129999999999995 -36.404999999999994 88.575000000000017 10.500000000000002 1.9099999999999986 1.0000000180025095e-35 68.286398809523817 85.385000000000005 80.273366396319929 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 5 14 -5 10 -7 8 21 24 18 27 16 -10 15 -1 17 -12 23 26 -21 22 -8 -2 25 -4 -16 -6 29 -23 right_child=1 -3 9 4 11 6 7 -9 13 -11 12 -13 -14 -15 19 -17 -18 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.29850516220621276 0.029813453404068442 0.68673365503413697 -0.31294254324073267 -0.023497167445888562 -0.022674762762890419 0.25822870440001167 0.054192012098866017 0.11136455637518372 -0.31536369987111257 0.11828391041633396 0.039153391352679132 0.14891097191712158 0.32911190219719155 -0.046983100498753344 -0.23536113899645131 0.00034740871847576934 0.23839081353829017 -0.44947951141949538 0.35944679417469361 -0.017782451167468329 -0.39781870537941261 -0.022150379992565847 -0.30335653690237091 -0.37814282685372513 0.16728992358840239 0.069375809181164788 -7.5422635332995087e-05 0.013530910901449809 0.081424102818069194 -0.086219503074793577 leaf_weight=31 429 5668 278 746 199 836 22 518 20 957 407 1445 4808 24 105 30 675 39 208 39 25 151 26 23 109 130 2507 334 74 23 leaf_count=31 429 5668 278 746 199 836 22 518 20 957 407 1445 4808 24 105 30 675 39 208 39 25 151 26 23 109 130 2507 334 74 23 internal_value=0.00230125 0.00297569 0.00248724 0.000396265 0.00120999 0.00281202 0.00161511 3.72962e-05 -0.00258824 0.000662144 0.00311975 0.0020182 0.0033321 -0.0105455 -0.000413591 -0.00583607 0.00207315 0.000502242 0.00121212 -0.000289985 -0.005375 -0.00140541 -0.00683333 0.000106195 -0.00126112 -0.00217647 -0.00016539 0.000172608 -0.000354839 -0.00197701 internal_weight=20886 15425 9757 5461 2724 8283 1694 858 340 1474 6589 1978 5929 44 2737 61 1121 446 660 2676 64 296 48 452 517 408 2612 533 248 174 internal_count=20886 15425 9757 5461 2724 8283 1694 858 340 1474 6589 1978 5929 44 2737 61 1121 446 660 2676 64 296 48 452 517 408 2612 533 248 174 is_linear=0 shrinkage=0.04 Tree=66 num_leaves=31 num_cat=0 split_feature=15 15 27 23 3 10 0 2 14 16 10 15 31 29 36 27 18 36 2 32 21 31 0 16 34 28 36 32 28 10 split_gain=16.593 3.54548 3.5918 2.82284 2.66371 2.41527 1.75059 2.18106 1.57552 1.50417 1.4184 1.4362 1.31254 1.70398 1.50152 1.255 1.23924 2.35844 1.5521 2.37654 1.4269 1.23202 1.21868 1.57158 2.80038 1.14209 1.12554 1.74712 1.09619 1.08574 threshold=72.085000000000022 114.48500000000001 -5.0650000000000039 5.3099999999999961 82.500000000000014 -0.60355339059327384 22.500000000000004 3.5000000000000004 0.29958852271690523 94.50500000000001 0.60355339059327384 -1.0000000180025095e-35 58.246458333333344 81.165454038155119 29.635408874530587 -25.399999999999988 117.90500000000002 43.981830449180983 4.5000000000000009 66.887538563396973 64.925000000000026 60.361041666666672 22.500000000000004 105.21500000000002 152.11500000000004 78.266762393121283 49.510873307071414 47.232752049267539 55.912888874442636 -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=3 2 5 4 -1 8 16 -8 9 -2 11 -5 13 14 -7 21 18 20 28 25 -18 -11 -4 24 -24 -20 -17 -28 -6 -13 right_child=1 -3 22 10 6 12 7 -9 -10 15 -12 29 -14 -15 -16 26 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.05039319899478667 -0.19085877331277531 0.72912697825110684 0.27393471549030052 -0.020557543293654681 -0.0046034638220701467 -0.068817408564813512 -0.5902471509127587 -0.028480936750062177 0.11018139135055367 -0.53000101236017083 -0.11947041033206807 0.0023724042978068315 0.21797632934469216 -0.31011136349773671 0.050164972025652343 0.045426541185286426 -0.11574557981739748 0.0081301945063048456 -0.024174888585844389 -5.3713416887771563 -0.65087480145068721 -0.11403527261492022 0.01597145616230837 0.22260493621933958 -0.23087641578447715 -0.32020042316183039 0.0060622838890312496 -0.37603227834690828 0.090920724549574145 0.48461509918283557 leaf_weight=1215 69 5267 6649 209 1110 30 23 38 241 20 25 144 1346 21 292 224 20 71 1494 22 23 76 145 185 39 52 46 27 897 866 leaf_count=1215 69 5267 6649 209 1110 30 23 38 241 20 25 144 1346 21 292 224 20 71 1494 22 23 76 145 185 39 52 46 27 897 866 internal_value=0.00226104 0.00299434 0.00252922 0.000527621 0.000100705 0.00119064 -0.000426667 -0.00714754 -0.000779516 -0.00214719 0.00223151 0.00242494 0.00201066 -0.000198251 0.000521739 -0.00119084 -0.000315533 -0.00442105 -0.000184615 -0.00112755 -0.011814 -0.00516667 0.00298547 0.000747968 -0.00186957 -0.000941785 9.42762e-05 -0.00421918 0.000552068 0.00304951 internal_weight=20886 14677 9410 6209 4965 2392 3750 61 703 462 1244 1219 1689 343 322 393 3689 114 3575 1568 43 96 7018 369 184 1546 297 73 2007 1010 internal_count=20886 14677 9410 6209 4965 2392 3750 61 703 462 1244 1219 1689 343 322 393 3689 114 3575 1568 43 96 7018 369 184 1546 297 73 2007 1010 is_linear=0 shrinkage=0.04 Tree=67 num_leaves=31 num_cat=0 split_feature=15 19 15 23 23 33 27 33 0 31 31 33 18 31 10 24 32 0 15 24 23 27 33 25 24 36 24 29 13 14 split_gain=15.8888 3.95661 2.04073 2.09708 2.04046 2.25539 1.89967 1.85063 1.79653 1.66555 2.00977 1.35718 1.33319 1.45157 1.10522 1.06366 1.00385 0.991371 1.08782 0.982368 0.991843 1.23205 1.06575 1.75326 0.953399 1.21019 1.98984 1.57515 0.918026 0.910934 threshold=67.365000000000023 80.00500000000001 101.02500000000002 -3.9000000000000026 5.3099999999999961 29.195000000000004 -7.9200000000000079 -30.639999999999997 6.5000000000000009 60.361041666666672 55.319166666666675 -54.504999999999988 70.045000000000016 43.420000000000009 -0.60355339059327384 -16.904999999999998 62.616999540108829 22.500000000000004 92.00500000000001 -107.16999999999999 1.9099999999999986 -6.2099999999999858 4.0150000000000006 80.320000000000007 4.380000000000007 43.981830449180983 -3.6650000000000058 32.987682647097138 -0.99467753128998015 0.99932962452255414 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 6 3 8 5 19 7 11 28 10 -10 16 13 14 -6 -7 -2 -5 -19 -1 22 -22 -21 -24 25 26 -23 -28 -3 -8 right_child=1 2 -4 17 12 15 29 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-4.7909604468407858 0.13271716939868 -0.17965236221027173 0.53442901384801444 0.30622258460022467 -0.39979635474712349 -0.028213481944051572 0.15562522091489189 0.034196740513665683 0.0044296855037797298 0.015422866893482759 -0.1680068203531466 -0.19301524113506691 -0.23294952305779126 0.20353787725448946 0.016417191372190051 0.09855909821141888 -0.23156581368129076 -0.29216674065608894 0.25533502033200256 0.0029870902692737166 -0.30214954593071458 -0.38077178647085325 -0.024698417519382395 -0.14824329452197804 0.040976530696838459 0.00041180261796106455 -0.1106068531839202 0.019158565636458586 0.20444036398726706 -0.20529142115221871 leaf_weight=26 29 21 7111 3153 49 386 2648 723 35 735 22 37 25 781 227 803 36 21 29 2293 23 20 573 21 74 92 26 42 799 26 leaf_count=26 29 21 7111 3153 49 386 2648 723 35 735 22 37 25 781 227 803 36 21 29 2293 23 20 573 21 74 92 26 42 799 26 internal_value=0.00222848 0.00288493 0.00323193 0.00259605 0.000374291 -1.00478e-05 0.0017022 2.42426e-05 0.00141935 6.06062e-05 -0.00652632 -0.00501961 0.00192976 0.0021457 -0.000347826 0.00147687 -0.00153846 0.00318826 -0.0024 -0.000564263 -0.000500632 -0.002787 -0.000281261 -0.00179125 -0.00198425 -0.00355556 -0.00690909 -0.00364706 0.00273171 0.0022199 internal_weight=20886 15425 11926 4815 5461 4379 3499 825 1612 792 57 102 1082 1057 276 1189 65 3203 50 3190 3164 277 2887 594 254 180 88 68 820 2674 internal_count=20886 15425 11926 4815 5461 4379 3499 825 1612 792 57 102 1082 1057 276 1189 65 3203 50 3190 3164 277 2887 594 254 180 88 68 820 2674 is_linear=0 shrinkage=0.04 Tree=68 num_leaves=31 num_cat=0 split_feature=15 15 27 24 15 23 15 10 27 31 36 3 32 21 18 22 21 31 27 24 26 3 24 3 24 28 19 19 26 20 split_gain=15.3753 3.64904 3.80156 2.89231 3.07494 1.64181 1.72513 1.60932 1.57493 1.45326 1.69945 1.3809 1.65184 1.46457 1.63754 1.39012 1.45196 1.36167 2.4684 1.35331 1.81136 1.5893 1.24291 1.60663 1.24199 1.25263 1.28107 1.39871 1.88166 1.22765 threshold=73.865000000000023 115.28500000000001 -7.9200000000000079 -7.6050000000000031 8.9950000000000028 2.3449999999999993 40.005000000000003 -0.60355339059327384 -6.625000000000008 58.246458333333344 33.103711919948417 82.500000000000014 13.402848172470499 95.095000000000013 111.55500000000002 -60.554999999999993 -1.5699999999999998 36.614166666666677 -16.494999999999994 1.0000000180025095e-35 -41.17499999999999 181.50000000000003 22.450000000000003 160.50000000000003 -10.809999999999999 106.86089343735217 108.17000000000002 117.88500000000001 -8.0899999999999945 0.56000000000000016 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 7 5 19 11 -7 -2 17 10 -9 -1 -13 15 -15 16 -14 18 -6 -5 21 -21 23 -12 25 26 -4 28 -28 -22 right_child=1 -3 24 4 8 6 -8 9 -10 -11 22 12 13 14 -16 -17 -18 -19 -20 20 29 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.034958325865101857 -0.055070776140025056 0.71305185230940193 0.081767744957903121 0.014734148692191003 0.046686997046915035 -0.033673245589090683 -0.28410777755639172 -0.091384408704467859 0.15422172542569454 0.18637555281776358 0.069478456266408209 -0.20621001079628618 -0.30900601092396646 -0.12393307025460829 -0.75215403216558774 0.0023414687908226732 0.00039816731184860287 0.026059918975113741 -0.32328358313289129 -0.066367757930806237 -0.13863910403100105 -0.16286663364697948 0.28000582913562805 -0.13235238828783238 0.29588012103121097 0.2534174932523508 0.17049722470466061 0.21803874266732026 -0.17833077471154565 0.00022050886965975272 leaf_weight=585 555 5110 1296 490 33 49 26 28 1980 1016 60 20 29 262 23 2159 30 231 28 43 64 33 111 85 5059 1016 22 37 36 370 leaf_count=585 555 5110 1296 490 33 49 26 28 1980 1016 60 20 29 262 23 2159 30 231 28 43 64 33 111 85 5059 1016 22 37 36 370 internal_value=0.00219592 0.00292177 0.00245081 0.000573199 0.00140831 -0.000285265 -0.00613333 0.000830189 0.00222183 0.0016 -0.000929577 -0.000144144 -0.000550139 -0.000458649 -0.00315789 -0.000111812 -0.00616949 -0.000520548 -0.00583607 -0.00044 -0.00188235 -0.00757895 9.37501e-05 -0.00234483 0.00285347 0.00210553 0.00132567 -0.00315789 -0.00703448 -0.000884792 internal_weight=20886 14431 9321 6455 3272 3183 75 1855 2272 1300 284 3108 2523 2503 285 2218 59 292 61 1000 510 76 256 145 7466 2407 1391 95 58 434 internal_count=20886 14431 9321 6455 3272 3183 75 1855 2272 1300 284 3108 2523 2503 285 2218 59 292 61 1000 510 76 256 145 7466 2407 1391 95 58 434 is_linear=0 shrinkage=0.04 Tree=69 num_leaves=31 num_cat=0 split_feature=15 31 23 18 13 10 14 21 10 15 23 3 10 18 13 10 2 19 36 32 28 20 27 19 35 13 21 27 28 9 split_gain=15.0676 4.19752 3.77459 2.3401 1.92597 1.89662 1.76628 1.87011 1.7171 1.94528 1.81769 1.63101 1.52247 1.52152 1.46275 1.42299 1.77073 1.66937 1.37186 1.26934 1.67938 1.26654 1.23113 1.44449 1.19354 1.92355 1.18202 1.4961 2.03974 1.30575 threshold=67.365000000000023 96.236666666666679 -2.9699999999999913 92.385000000000005 -0.99275805973510278 -0.78656609248549325 0.097680735332368748 95.095000000000013 0.91597561503675351 46.115000000000009 1.2650000000000008 358.50000000000006 0.91597561503675351 77.995000000000019 0.98522604642031408 1.0000000180025095e-35 4.5000000000000009 78.795000000000016 29.307085949390508 25.572175976475197 54.427774683884465 65.745000000000019 8.3900000000000095 46.080000000000005 85.512752976190484 -0.76141707087277943 81.595000000000013 -11.844999999999997 49.291932927677678 0.12940952255126045 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 4 -2 6 7 19 9 18 26 -11 -4 -14 24 16 -5 -18 22 20 21 -1 23 -7 -6 -26 -10 -28 -29 -30 right_child=1 -3 12 15 14 8 -8 -9 10 11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.050135238386784631 -0.17134070774247306 0.39959628984443862 0.28981134409212117 0.024710586784186094 0.02358595606709998 -0.090355353258799412 0.024780605997511588 -0.41979715958194969 0.023551105492650853 0.16101038419345665 -0.1389572917342386 -0.22928203838398761 -0.16855992765449862 0.023815294050660688 -0.27965180293047004 0.15166685147087328 -0.3752268557728668 0.046541366565670275 0.011252807935569806 -0.029409656389066865 -0.11794370755589657 -0.64623977483429929 0.049698568487075885 -0.0064130072470929582 -1.1703694295439742 -0.022285698463155819 0.058616998717139421 0.031104439545242571 -0.54226883718893348 -0.006162512712667218 leaf_weight=27 30 7501 4374 639 633 47 526 40 241 1289 25 23 24 343 41 1641 31 32 1720 1093 116 22 52 95 22 114 39 35 50 21 leaf_count=27 30 7501 4374 639 633 47 526 40 241 1289 25 23 24 343 41 1641 31 32 1720 1093 116 22 52 95 22 114 39 35 50 21 internal_value=0.00216528 0.00280454 0.00216254 0.00109708 -0.000714286 0.000359641 -0.000692982 -0.00148536 0.000887545 0.00119777 -0.00154745 0.00238415 0.00287787 0.00040327 -0.000345679 0.00174648 0.000239316 -0.00615873 0.000384535 -0.00121463 -0.00448485 -0.0106939 -0.00280412 -0.00473239 4.68142e-05 -0.00335294 -0.000870466 -0.00372414 -0.00618868 -0.0100845 internal_weight=20886 15425 7924 3183 840 5461 1824 1298 3637 3226 411 1312 4741 367 810 2343 702 63 1914 1258 165 49 194 142 769 136 386 145 106 71 internal_count=20886 15425 7924 3183 840 5461 1824 1298 3637 3226 411 1312 4741 367 810 2343 702 63 1914 1258 165 49 194 142 769 136 386 145 106 71 is_linear=0 shrinkage=0.04 Tree=70 num_leaves=31 num_cat=0 split_feature=15 31 23 9 9 15 35 18 13 3 14 19 2 16 32 15 23 23 18 10 20 15 15 3 36 32 9 22 14 22 split_gain=14.4816 4.27929 3.13905 2.37691 2.95335 2.7988 2.03037 1.8412 1.93045 2.00519 1.64049 1.60006 1.55249 1.53592 1.48169 1.41735 2.2165 1.51696 1.2067 1.84502 1.26812 1.20465 1.68467 1.74238 1.18644 2.06807 1.16798 1.56416 1.72058 1.55167 threshold=72.085000000000022 91.35208333333334 -10.570000000000002 -0.37940952255126059 0.78656609248549325 7.0050000000000008 71.34482142857145 94.205000000000013 0.96465729447553372 267.50000000000006 0.9863035000474919 98.405000000000015 4.5000000000000009 54.535000000000004 22.69292700690287 98.02500000000002 -24.594999999999995 -3.7950000000000084 120.43500000000002 -0.98296291314453399 53.875000000000007 96.825000000000003 93.035000000000011 162.50000000000003 49.237758732134601 32.823324444413096 0.91597561503675362 45.005000000000003 -0.83375966452616657 8.8250000000000011 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 7 5 6 -1 13 8 9 -2 -7 -4 -6 -5 -14 16 -3 -18 -8 -20 -21 22 -9 -24 -15 -26 -16 29 -29 -28 right_child=1 15 11 4 12 10 18 21 -10 -11 -12 -13 14 24 26 -17 17 -19 19 20 -22 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.0064869653685099907 0.0023668271634877561 -0.09819571515509451 0.12752368064534217 -0.038916449243801603 0.094203998455003005 0.20997382353275246 -0.067259648913539583 0.017467951236213971 -0.37391760669617385 -0.23822704397302072 -0.042908943862921635 0.37589814867216703 0.13171468231423167 0.058619897669107142 0.02524734098644487 0.52312753682169888 0.10942653223744696 0.28836588255255213 -0.33184890341487289 0.060226132754735429 -0.14644378270806746 0.12861554685552087 -0.20008126378154786 -0.0076993064770753249 -0.17516308376105419 0.0066017221746551107 -0.18118560203448225 -0.044647558533088855 0.055278808931951508 -0.15368794840847294 leaf_weight=875 212 35 3162 635 717 1381 1256 392 33 37 111 1827 155 527 127 6107 873 1487 27 25 21 452 26 34 21 141 32 33 100 25 leaf_count=875 212 35 3162 635 717 1381 1256 392 33 37 111 1827 155 527 127 6107 873 1487 27 25 21 452 26 34 21 141 32 33 100 25 internal_value=0.00212123 0.0028063 0.00200486 0.000501852 -0.000112441 0.00149894 -0.000854881 0.000155143 -0.00266667 -0.00146185 0.00255228 0.00244458 0.00154415 0.000253777 -0.000237288 0.00338838 0.00256367 0.00271186 -0.00195937 -0.0069589 -0.00208696 0.0010354 -0.000424779 -0.00666667 0.00156168 -0.0014321 -0.00180442 -0.00378947 -0.00141353 -0.00933333 internal_weight=20886 14677 6175 6209 3842 2367 2653 1186 282 249 1492 4989 1189 1324 472 8502 2395 2360 1329 73 46 904 452 60 689 162 317 190 133 57 internal_count=20886 14677 6175 6209 3842 2367 2653 1186 282 249 1492 4989 1189 1324 472 8502 2395 2360 1329 73 46 904 452 60 689 162 317 190 133 57 is_linear=0 shrinkage=0.04 Tree=71 num_leaves=31 num_cat=0 split_feature=15 23 15 10 19 22 33 21 0 21 26 35 36 20 10 27 7 0 14 16 21 2 32 24 32 22 32 16 0 28 split_gain=13.9737 5.11141 4.8441 3.08735 2.09844 1.92026 1.49552 1.49056 1.3431 1.31372 1.2802 1.27733 1.63562 1.27086 1.25796 1.37824 1.2282 1.21403 4.44545 2.27069 1.74309 1.17589 2.89599 1.30011 1.17438 1.72669 1.13756 1.12726 1.09324 1.09662 threshold=95.385000000000005 -3.9000000000000026 50.780000000000008 0.91597561503675351 87.765000000000015 103.21500000000002 36.905000000000008 96.88000000000001 5.5000000000000009 108.14500000000002 -15.314999999999996 70.94880952380953 29.749571479916501 100.00500000000001 -0.98296291314453399 5.1400000000000032 1.0000000180025095e-35 18.500000000000004 0.1318557721318592 73.210000000000022 81.965000000000018 5.5000000000000009 66.887538563396973 -0.18999999999999884 45.66091173292206 74.410000000000011 30.142176189760296 25.365000000000006 7.5000000000000009 69.938030132471837 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 6 16 14 11 9 7 8 26 10 -5 12 -2 -8 15 -4 -3 -16 -19 20 -20 23 28 -10 -14 -26 -1 -18 -23 -30 right_child=4 2 3 5 -6 -7 13 -9 21 -11 -12 -13 24 -15 17 -17 27 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.059471906293813881 -0.068848939041570273 0.008640443352678993 0.1074651532643499 -0.076145801802550844 0.43865853407536992 -0.28890161763358052 0.087960519192869402 -0.070024418776218608 0.0020855453829243041 -0.25177504515226889 0.032624636947937463 0.24241026114826342 0.14113762060167051 -0.038565087687817835 0.22551243254427161 -0.17863831192095564 -0.04627599389085895 0.2983427793514109 -0.12706994692802484 -0.041643970699189028 -0.1756971952374784 -0.22872309074277453 -5.0317910854739418 -0.51670658537667957 -0.19585489563767192 0.0053415677328299193 0.086114882947474811 -0.37596048548469541 -0.01401015821786237 -0.27477341645511927 leaf_weight=165 54 1903 29 61 7847 34 1371 495 1329 20 222 1079 255 317 3844 38 140 298 26 65 23 31 21 29 27 147 629 32 295 60 leaf_count=165 54 1903 29 61 7847 34 1371 495 1329 20 222 1079 255 317 3844 38 140 298 26 65 23 31 21 29 27 147 629 32 295 60 internal_value=0.00209633 0.00115954 0.00186785 0.00258369 0.00323903 -0.00110386 0.000153522 -0.000374591 1.40681e-05 -9.24091e-05 0.000607774 0.00190013 0.000190476 0.001109 0.00287115 -0.00256716 0.000260241 0.00295677 0.000893204 -0.00582456 -0.0123265 -0.000600566 -0.00248649 -3.53459e-05 0.00101632 -0.00151724 0.00138035 -0.00297674 -0.00169948 -0.00107042 internal_weight=20886 11477 6735 4660 9409 337 4742 3054 2559 303 283 1562 483 1688 4323 67 2075 4256 412 114 49 1765 407 1358 429 174 794 172 386 355 internal_count=20886 11477 6735 4660 9409 337 4742 3054 2559 303 283 1562 483 1688 4323 67 2075 4256 412 114 49 1765 407 1358 429 174 794 172 386 355 is_linear=0 shrinkage=0.04 Tree=72 num_leaves=31 num_cat=0 split_feature=15 15 23 18 16 10 10 23 33 31 0 15 20 22 20 25 19 24 14 14 36 26 21 24 36 22 10 0 16 13 split_gain=13.3343 4.99511 5.14314 2.86595 1.89522 2.04368 2.07625 1.87355 2.25481 1.68434 1.57952 1.41435 1.36759 1.32942 1.27684 1.21448 1.1979 1.12037 1.06806 1.0556 1.05352 1.09714 1.05305 1.03963 1.01955 1.00171 0.99061 1.50136 1.63566 2.11545 threshold=69.135000000000005 115.28500000000001 -5.8550000000000031 106.90500000000002 109.63500000000001 0.78656609248549303 -0.70710678118654757 9.3149999999999995 40.265000000000008 59.508541666666673 22.500000000000004 1.405 90.00500000000001 70.470000000000013 65.00500000000001 12.885 109.96500000000002 1.8000000000000007 -0.19337245081799007 -0.9575230291762723 28.5600209896776 -11.685 78.305000000000021 -107.16999999999999 43.280602999996809 32.165000000000006 -0.60355339059327384 13.500000000000002 98.765000000000015 0.69056404122701587 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 4 12 6 -6 8 23 20 26 19 -2 -8 -5 18 -12 -13 -15 -9 21 -4 -21 -1 -14 -22 27 28 29 -11 right_child=1 -3 9 14 5 -7 13 11 -10 10 16 17 24 15 -16 -17 -18 -19 -20 22 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.3954927258491807 0.071532901182635403 0.6416031448328624 0.060958456613340921 -0.0015173223697653143 -0.0060350727796023816 0.024574371909125068 -0.24525059453134873 -0.2748762615652518 0.080699613775230702 0.04815811790634672 0.010577447245603579 -0.17781873265727338 0.0081220585993957237 0.031054945302607946 0.16085318837745682 -0.21418250372140818 -0.33852319522965496 0.39808387050170291 -0.15517882538860572 0.044506372286815192 -0.13404533396768054 -0.24444083414665563 -0.13969339199957526 -0.0054053530260844565 -0.14578970835006974 0.11677737086611328 0.26336833560694844 0.35071170574618288 0.19948316569076935 -0.13309126930747189 leaf_weight=26 591 5110 25 451 93 122 20 25 1065 319 146 26 176 42 1542 32 20 676 44 104 22 35 31 3765 106 747 4727 458 222 118 leaf_count=26 591 5110 25 451 93 122 20 25 1065 319 146 26 176 42 1542 32 20 676 44 104 22 35 31 3765 106 747 4727 458 222 118 internal_value=0.00207144 0.00269198 0.00217459 0.000856167 -0.000665579 -0.00313881 -0.00535065 0.000425324 0.000120264 0.00279515 0.00302829 0.00214385 0.000334479 -0.00846377 0.00179227 -0.00684746 -0.000819277 0.00291738 -0.00437209 -0.00125 0.00110495 -0.004 0.000148148 -0.000336586 -0.00195745 0.00150325 0.00313758 0.00206625 0.000843703 -0.000576659 internal_weight=20886 15168 10058 3219 1226 353 231 5718 4856 6839 6010 862 873 138 1993 118 166 702 86 160 829 60 135 3791 282 769 5844 1117 659 437 internal_count=20886 15168 10058 3219 1226 353 231 5718 4856 6839 6010 862 873 138 1993 118 166 702 86 160 829 60 135 3791 282 769 5844 1117 659 437 is_linear=0 shrinkage=0.04 Tree=73 num_leaves=31 num_cat=0 split_feature=15 15 23 10 31 10 23 29 26 21 0 33 20 36 15 9 22 16 22 28 35 27 24 33 36 13 3 27 31 33 split_gain=13.3557 5.18571 5.08682 3.09828 2.09623 2.30511 1.62611 1.86853 1.49049 1.497 1.37711 1.90934 2.01328 1.47955 1.34952 1.30459 1.30209 1.39862 1.28638 2.8 1.28348 1.69707 1.40068 1.26959 1.20664 1.18841 1.18134 1.43568 1.76142 1.17384 threshold=98.405000000000015 50.780000000000008 -3.9000000000000026 0.91597561503675351 102.94770833333335 -0.60355339059327384 -5.8550000000000031 103.6875952227728 -14.569999999999999 94.285000000000011 6.5000000000000009 21.355000000000004 90.25500000000001 54.645718768530976 101.39500000000002 -0.91597561503675329 82.405000000000015 86.365000000000023 77.095000000000013 110.568425299379 95.751666666666679 0.85000000000000042 -3.3449999999999984 -217.97999999999999 50.367193408344768 -0.99630266176052629 294.50000000000006 -3.004999999999995 74.789583333333354 4.0150000000000006 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 10 -4 5 6 7 14 16 -10 25 12 20 26 -2 -1 -5 -18 19 -16 22 -22 24 -17 -12 -3 27 29 -29 -14 right_child=4 2 3 8 -6 -7 -8 -9 9 -11 11 -13 13 -15 18 23 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.1511756372617386 0.018631191227609926 -0.27697131479916615 0.19991405575386079 0.0398979462261628 0.53988692528342974 0.29461609847108328 0.16467476802039635 0.072041593797301268 0.033386653287594582 -0.18267858307272752 0.055533802394709147 0.043643677784111247 -0.12339035189735316 0.085109084159627868 -0.36234929176436764 -4.7160544317343129 -0.21715571441805534 -0.060635681790992831 -0.20722859674600932 -0.23860171024522028 -0.2683771673784528 0.15028837039198006 -0.30839866518662978 -0.0032246458959430875 -0.074507169263616405 0.12312726538497476 0.091714812666669379 -0.59076622262269862 -0.17849876483496302 -0.70579290349700308 leaf_weight=387 39 38 4741 35 4859 3143 361 139 220 84 386 1200 74 25 21 33 29 25 84 24 32 22 34 3286 123 1339 28 31 20 24 leaf_count=387 39 38 4741 35 4859 3143 361 139 220 84 386 1200 74 25 21 33 29 25 84 24 32 22 34 3286 123 1339 28 31 20 24 internal_value=0.00204271 0.00119057 0.00173443 0.00252746 0.00324337 0.00254107 0.000407186 -0.0017329 -0.000885496 0.000447369 0.000528436 -0.000142071 -0.00165707 -0.00510891 -0.00457143 -5.82837e-05 -0.0054382 -0.00933333 -0.00654264 -0.012 -0.000489112 -0.00637037 9.57644e-05 -0.000314552 0.000620825 0.00150182 -0.00639548 -0.00781208 -0.0132549 -0.00497959 internal_weight=20886 12216 8510 5134 8670 3811 668 307 393 304 3376 1999 799 202 168 3706 89 54 129 45 597 54 543 3319 509 1377 177 149 51 98 internal_count=20886 12216 8510 5134 8670 3811 668 307 393 304 3376 1999 799 202 168 3706 89 54 129 45 597 54 543 3319 509 1377 177 149 51 98 is_linear=0 shrinkage=0.04 Tree=74 num_leaves=31 num_cat=0 split_feature=15 15 27 23 31 24 28 9 9 15 14 0 15 31 15 31 23 13 10 21 24 20 29 0 0 22 13 31 34 14 split_gain=13.3007 4.99621 4.23808 2.00809 2.13951 1.97169 1.89069 1.70233 2.52432 2.31991 1.71097 1.61273 1.42277 1.41601 1.27852 1.25584 1.22104 1.94536 1.76058 1.36111 1.21682 1.2161 1.26997 1.13336 1.58942 1.44423 1.17813 1.09957 1.45335 1.04362 threshold=69.135000000000005 117.90500000000002 -11.844999999999997 -0.030000000000000564 58.246458333333344 -6.1149999999999949 111.80772527965182 -0.37940952255126059 0.78656609248549325 7.0050000000000008 0.9863035000474919 21.500000000000004 -59.984999999999992 70.697916666666686 46.115000000000009 55.319166666666675 0.78999999999999571 0.22700754078277605 0.60355339059327384 60.905000000000008 -31.069999999999997 14.880000000000001 65.27388268482342 5.5000000000000009 10.500000000000002 3.9900000000000007 -0.99763297024448894 75.087083333333354 131.57500000000002 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=7 2 3 4 11 6 23 9 12 -1 20 15 -9 -7 -10 21 -14 18 19 -18 -11 -2 29 26 25 -25 -4 28 -27 -23 right_child=1 -3 5 -5 -6 13 -8 8 14 10 -12 -13 16 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.0050105884733960236 -0.2537429314183684 0.65759908040013526 -0.51005007223853249 0.26461039464346148 0.0045509250198644989 0.13746618350756301 0.27978622600218117 -4.3147084656935411 0.0023341838877799742 -0.043157260494337636 -0.057953960137138626 0.035205241717155368 -0.01343865063389077 0.2932037842355027 0.16464213435758721 -0.33563716132463955 -0.26291250592399884 0.0048781095784916993 -0.26067282363155447 -0.011456592002029451 0.210531052090807 -0.24625396141786007 0.025442573965478124 -1.0845717123816816 0.052818725312333843 -0.07942439855038505 0.12592794437671134 0.018389687491925513 -0.73324070741849223 -0.033239171237521889 leaf_weight=875 20 4713 28 416 895 1026 1009 21 559 79 102 44 2251 3928 511 23 24 81 22 48 1145 25 54 22 1328 38 1423 128 22 26 leaf_count=875 20 4713 28 416 895 1026 1009 21 559 79 102 44 2251 3928 511 23 24 81 22 48 1145 25 54 22 1328 38 1423 128 22 26 internal_value=0.00202739 0.00264715 0.00215973 0.000194278 -0.000710211 0.00248972 0.00182891 0.000383351 -0.000162638 0.00125579 0.00231071 -0.00454167 -0.000871271 0.00302301 0.00145794 -0.00654054 -0.000781533 -0.004 -0.00791489 -0.00488889 0.00272549 -0.00496 -0.0032381 0.00132352 0.00056697 -0.00266667 0.00212543 -0.00153191 -0.006 -0.00776471 internal_weight=20886 15168 10455 1503 1087 8952 3998 5718 3517 2201 1326 192 2447 4954 1070 148 2426 175 94 72 1224 125 105 2989 1538 210 1451 188 60 51 internal_count=20886 15168 10455 1503 1087 8952 3998 5718 3517 2201 1326 192 2447 4954 1070 148 2426 175 94 72 1224 125 105 2989 1538 210 1451 188 60 51 is_linear=0 shrinkage=0.04 Tree=75 num_leaves=31 num_cat=0 split_feature=19 15 24 33 33 22 25 9 2 35 35 9 31 23 16 28 7 33 0 19 28 26 3 14 10 28 19 26 13 2 split_gain=13.3602 4.54077 3.97096 2.85775 1.57569 1.78674 1.44143 1.38228 1.9349 1.79897 1.71807 1.3294 1.59008 1.29317 2.01019 2.00835 1.19416 1.51047 1.18591 1.86705 1.19974 1.12958 1.29804 1.04492 1.01091 2.38916 1.61796 0.993638 0.992577 0.935826 threshold=80.295000000000016 102.50500000000001 -11.295 46.635000000000005 -217.97999999999999 88.055000000000021 107.28000000000002 0.78656609248549325 4.5000000000000009 66.472321428571448 68.487008928571456 -0.37940952255126059 69.695208333333355 0.69499999999999329 34.545000000000009 18.949726559388946 1.0000000180025095e-35 25.510000000000002 22.500000000000004 106.00500000000001 97.164659960466039 1.7349999999999925 166.50000000000003 -0.5129677127369543 0.91597561503675351 89.032934863929043 86.765000000000015 80.280000000000015 0.98213580174693105 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=3 2 6 4 5 -1 18 11 -9 -10 -11 12 -6 -13 15 -15 24 21 20 -20 27 22 -18 29 -4 26 -26 -2 -5 -16 right_child=1 -3 16 28 7 -7 -8 8 9 10 -12 13 -14 14 23 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-5.6128338407744307 0.0052537980447532016 0.43285004905272073 0.21784659697382386 0.11471003926760887 0.0015612658943796474 0.0054447071416255533 -0.36836963187135252 0.10251451702508221 0.065099593989435489 -0.10616947390749924 -0.027950078691814009 -0.0030989411324403677 0.093981910136287233 -0.025396004787910674 0.053449842768219548 -0.38134835739316969 -0.47674876542313316 0.1185106620914326 -0.019625825040725357 -0.30016804060425983 0.11040053045789633 0.024880817373345587 -0.038644668493742505 -0.0021008529035651635 0.035851533811391008 0.12144227752890313 -0.3726565071283271 -0.083256492121980885 -0.031986451544156531 -0.24855302846635302 leaf_weight=20 855 6839 3704 1438 1250 33 24 767 128 26 170 2801 778 31 22 20 29 370 121 23 735 87 48 212 22 164 39 44 49 37 leaf_count=20 855 6839 3704 1438 1250 33 24 767 128 26 170 2801 778 31 22 20 29 370 121 23 735 87 48 212 22 164 39 44 49 37 internal_value=0.00198717 0.00276679 0.00198883 0.000674377 0.000301827 -0.00656604 0.000403996 0.000360141 0.00165353 -0.000938271 -0.00334694 8.6197e-05 0.000883629 -0.000431636 -0.0028323 -0.0101176 0.00262873 0.000853933 0.000535433 -0.00294444 0.000842105 -0.00234146 -0.00587013 -0.00146125 0.00286994 0.000266667 -0.0064918 -0.000137931 0.00225151 -0.00616949 internal_weight=20886 13104 6265 7782 6295 53 1802 6242 1091 324 196 5151 2028 3123 322 51 4463 534 1778 144 1634 164 77 271 3929 225 61 899 1487 59 internal_count=20886 13104 6265 7782 6295 53 1802 6242 1091 324 196 5151 2028 3123 322 51 4463 534 1778 144 1634 164 77 271 3929 225 61 899 1487 59 is_linear=0 shrinkage=0.04 Tree=76 num_leaves=31 num_cat=0 split_feature=31 23 28 23 15 24 0 15 27 31 13 13 23 29 14 20 9 25 23 29 35 22 36 10 15 3 32 23 13 18 split_gain=12.7561 6.0864 3.09451 2.34353 2.04311 2.14165 2.0171 2.11346 1.91535 1.46086 1.36687 2.20801 1.31698 1.23188 1.21696 1.43575 1.16552 1.14842 1.72093 1.47333 1.10812 1.10089 1.04672 1.29714 2.28279 1.31272 1.19737 1.90371 1.12733 1.23079 threshold=96.236666666666679 9.3149999999999995 54.427774683884465 -5.8550000000000031 89.475000000000009 -9.9349999999999969 5.5000000000000009 1.405 21.835000000000004 62.556666666666679 0.022575936829235418 -0.63921128368950708 8.3149999999999995 102.30026925230167 0.14888728888808328 82.405000000000015 -0.37940952255126059 64.394999999999996 -12.484999999999998 85.509317682490746 95.751666666666679 6.8100000000000014 40.804797745100664 0.25881904510252057 102.075 169.50000000000003 51.64340538098449 -19.02 -0.93545489084327571 96.825000000000003 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 13 5 16 10 -8 9 12 11 -3 21 17 15 -10 -2 20 -19 -20 22 -5 -4 24 26 -26 -24 -28 29 -25 right_child=4 6 3 8 -6 -7 7 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23 23 28 25 -27 27 -29 -30 -31 leaf_value=-0.0059218982531818757 0.17104437055765206 0.10566933645150077 0.07085390594661925 -0.4107674356351575 0.38720464989209213 0.19255575039039985 -0.027087332721860535 0.47858719251841364 -0.33039741933187755 0.12774297159201442 0.023663797327454252 -0.44945968571064304 -0.060005343308733153 0.1104610767740363 0.19954962333376869 0.14225423295180528 -0.027834495851804475 0.0035154653982641705 -0.012674928629223193 -0.48252983169308367 -0.066507989220875766 0.027662367177917015 0.0047632808716920848 -0.19521595153604043 -0.37932044552333544 -0.12653172170618851 -0.017746661791583736 -0.38502653466849163 0.052613625513944301 0.012171600118749421 leaf_weight=2737 144 22 1070 24 6492 692 160 2750 29 3128 48 20 31 421 26 20 451 67 25 26 313 833 397 37 26 27 75 38 701 56 leaf_count=2737 144 22 1070 24 6492 692 160 2750 29 3128 48 20 31 421 26 20 451 67 25 26 313 833 397 37 26 27 75 38 701 56 internal_value=0.0019661 0.00120455 0.000734936 0.00116147 0.00324926 0.00179332 0.00278667 0.00296907 0.00180005 0.00191833 -0.00311111 -0.00838095 0.000486487 0.000364745 -0.00453333 -0.0082449 3.36136e-05 6.718e-05 -0.00379661 -0.00933333 0.000233577 0.000779463 0.000522456 -0.00021518 -0.00168384 -0.00958491 -0.000862745 -0.00449557 0.000826197 -0.00331183 internal_weight=20886 13107 10107 7370 7779 1287 3000 2910 4091 4016 90 42 888 3279 75 49 595 2858 118 51 2740 857 2427 1357 563 53 510 113 794 93 internal_count=20886 13107 10107 7370 7779 1287 3000 2910 4091 4016 90 42 888 3279 75 49 595 2858 118 51 2740 857 2427 1357 563 53 510 113 794 93 is_linear=0 shrinkage=0.04 Tree=77 num_leaves=31 num_cat=0 split_feature=15 15 23 10 31 10 0 13 10 33 16 24 33 24 35 31 14 24 32 24 25 2 3 33 36 19 15 9 18 14 split_gain=13.0167 4.66306 3.98228 2.90357 2.17088 3.01575 1.92918 1.78303 1.70959 2.87269 1.6679 1.59557 1.56313 1.5243 1.51026 1.23033 1.13111 1.17212 1.15445 1.11856 1.11368 1.11889 1.03284 1.03143 1.45876 0.971864 1.47744 1.12265 0.990255 1.52167 threshold=100.00500000000001 44.995000000000012 -2.9699999999999913 0.91597561503675351 102.94770833333335 -0.60355339059327384 7.5000000000000009 0.68432406471780916 -0.78656609248549325 -2.2649999999999992 80.00500000000001 -1.4950000000000043 41.935000000000009 11.315 80.846964285714293 85.913958333333341 0.21652257995689161 2.2650000000000081 29.628359483006765 -107.16999999999999 -41.194999999999986 3.5000000000000004 259.50000000000006 36.550000000000004 46.142695312005976 101.38500000000001 83.995000000000019 -0.37940952255126059 80.705000000000013 -0.87810534180523914 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 6 8 5 14 20 10 9 -4 11 -5 19 16 22 -10 25 18 -18 -1 21 -3 -2 24 -12 27 -27 -8 29 -29 right_child=4 2 3 7 -6 -7 13 -9 15 -11 23 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-3.7198862353233477 -0.13452119682075789 0.019859633703217642 -0.28047941644718316 -0.083587340381774983 0.49635006588063507 0.2688609319963694 0.14235054144567591 0.032595356187181464 0.16290031147727074 0.074216417120931577 0.012700997686859313 -0.44803065351403881 -0.26676934516614037 -0.10899131053650692 0.099371266361498012 0.27308462765894648 0.095256783010950863 -0.086852759006233099 -0.022892288541498291 0.00035362652726127794 0.10471650228361286 -0.33428223023415171 0.15224250927426719 0.034855600607339284 -0.1479991879705439 -0.38228231047997713 -0.0028918298037567481 -0.83503925971166626 -0.019258312230989238 -0.1190525570637468 leaf_weight=26 184 72 31 47 4658 2844 250 137 2587 431 43 20 40 36 356 1870 663 43 234 3228 1684 37 60 91 32 47 65 26 956 88 leaf_count=26 184 72 31 47 4658 2844 250 137 2587 431 43 20 40 36 356 1870 663 43 234 3228 1684 37 60 91 32 47 65 26 956 88 internal_value=0.00195078 0.00115582 0.0016059 0.00233617 0.00320513 0.00244367 0.000686503 -0.00108108 0.00259321 0.000277056 -0.0032103 -0.00853731 -0.000140862 -5.3156e-05 -0.000133333 0.0028333 7.08265e-05 0.00114894 0.00145819 -4.42531e-05 0.00167987 -0.00223853 -0.00255738 -0.00106024 -0.00453333 -0.000636871 -0.00421429 -0.000333333 -0.000897196 -0.00442105 internal_weight=20886 12784 9490 5289 8102 3444 4201 370 4919 462 233 67 3294 2408 600 4457 2372 940 897 3254 1793 109 244 166 75 1432 112 1320 1070 114 internal_count=20886 12784 9490 5289 8102 3444 4201 370 4919 462 233 67 3294 2408 600 4457 2372 940 897 3254 1793 109 244 166 75 1432 112 1320 1070 114 is_linear=0 shrinkage=0.04 Tree=78 num_leaves=31 num_cat=0 split_feature=15 31 15 24 23 10 23 35 10 24 18 0 14 18 16 14 22 19 24 20 27 33 21 10 22 15 25 29 9 15 split_gain=12.6713 4.52389 3.27471 3.00382 2.67737 2.32507 2.18731 1.88965 1.82552 2.39384 1.79312 1.57412 4.53412 1.45619 1.43088 3.09936 2.81067 1.19838 1.11951 1.06731 1.19277 1.61324 1.11146 1.06402 1.2803 1.03234 0.990028 1.33762 0.987197 1.23287 threshold=89.085000000000022 89.835208333333341 50.780000000000008 -7.6050000000000031 -5.7000000000000002 0.78656609248549303 1.7900000000000029 93.02013392857144 0.91597561503675351 -0.84000000000000152 94.205000000000013 18.500000000000004 -0.099822328936730861 78.370000000000019 73.210000000000022 0.1318557721318592 98.02500000000002 93.435000000000016 -107.16999999999999 84.365000000000023 -16.494999999999994 8.3950000000000014 70.470000000000013 0.1294095225512602 117.71000000000002 101.02500000000002 7.3400000000000007 103.31899456223604 -0.91597561503675329 0.092500000000000013 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 18 6 5 10 7 -4 11 -10 23 -5 -13 -9 15 -14 -16 -6 -1 20 21 -3 -23 25 -25 -2 -12 -28 29 -20 right_child=1 19 3 8 17 -7 -8 13 9 -11 26 12 14 -15 16 -17 -18 -19 28 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-3.5710907859104131 0.021457811759889613 -0.25309901422704395 0.036205661119749946 0.16312381827587083 0.096812846016107526 0.073329842962419914 -0.12987307968536727 -0.49216054386746944 0.019573854685571098 -0.38660471288852877 0.059615739356227881 0.27140028040115616 0.082295446938335778 -0.039898939663942007 0.051239632407750209 -0.29925563902870694 -0.24494085919581726 0.34002897884756539 -0.030117425254929588 0.37643349481553551 0.22231214524634496 -0.24871287310583826 0.11979588343326478 -0.19311431925011774 -0.03829095253137188 -0.28461160988673245 -0.17654025371313906 0.15677951796833575 -0.0039739357773534495 0.74281442601253145 leaf_weight=26 54 21 1968 3018 1048 632 51 20 139 34 211 202 21 566 56 38 34 1392 144 6270 1090 20 113 44 22 56 35 25 3293 243 leaf_count=26 54 21 1968 3018 1048 632 51 20 139 34 211 202 21 566 56 38 34 1392 144 6270 1090 20 113 44 22 56 35 25 3293 243 internal_value=0.00194504 0.0028761 0.000902466 0.00146868 0.00169253 3.33644e-05 0.00043762 0.00060141 0.00222699 -0.00178035 -0.0021745 0.00243277 -0.000102564 -0.00139249 -0.00539597 -0.0102373 -0.00222222 0.00242623 -3.66971e-05 0.0034304 0.00236013 -0.000935065 0.000691729 -0.00531818 -0.00933333 -0.00290909 -0.000132841 -0.00466667 2.17393e-05 0.00193282 internal_weight=20886 11033 9853 6147 3519 1079 2605 2554 3542 173 447 3369 351 586 149 59 90 2440 3706 7514 1244 154 133 176 66 110 271 60 3680 387 internal_count=20886 11033 9853 6147 3519 1079 2605 2554 3542 173 447 3369 351 586 149 59 90 2440 3706 7514 1244 154 133 176 66 110 271 60 3680 387 is_linear=0 shrinkage=0.04 Tree=79 num_leaves=31 num_cat=0 split_feature=31 23 31 24 15 24 24 13 35 0 0 36 22 28 0 22 24 35 26 25 21 25 34 25 26 34 9 9 21 15 split_gain=13.1014 6.1336 3.02557 2.71019 1.91101 2.15248 1.89931 1.46113 1.33186 1.32894 1.5748 1.41716 1.30046 1.76371 1.22556 1.51134 1.80587 2.20588 1.46986 1.78964 1.17801 1.18356 1.15971 1.15433 1.09671 1.18344 1.10367 1.25812 1.1446 1.99945 threshold=98.422708333333347 9.3149999999999995 70.385000000000019 -6.4299999999999988 102.90500000000002 -9.9349999999999969 9.3500000000000032 0.43733377705052551 71.56537202380953 5.5000000000000009 1.0000000180025095e-35 19.848244235713246 97.735000000000014 90.939909674546243 10.500000000000002 57.490000000000002 -15.174999999999995 58.419449404761913 37.475000000000001 -54.305000000000007 -0.17499999999999996 84.180000000000021 108.01000000000001 -14.194999999999991 82.745000000000019 144.15500000000003 -0.70710678118654735 -0.91597561503675329 104.49500000000002 81.165000000000006 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 9 -4 5 -2 7 8 -3 10 12 -11 -1 -14 15 16 -13 -18 19 -19 -5 -22 -8 -21 26 -26 27 -16 29 -29 right_child=4 6 3 20 -6 -7 22 -9 -10 11 -12 14 13 -15 24 -17 17 18 -20 23 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.001772738126489995 0.052639093456564486 -0.25702668489892772 0.01718738978678553 -0.03331907308409774 0.4769894851614041 0.25007502358991346 0.12660201527645643 0.045259804479728313 -0.025504678779603 0.061178875345497888 0.035621919518196737 -0.0046807999836052808 -0.52413593497701894 -0.013289013459034714 0.046275606277623019 -0.016429883830851644 0.0098548274676024655 -0.071052290174558511 -0.12069377327373612 -0.27368164680359602 0.13812461175878615 -0.093286757519119093 0.48323107286265571 -0.61698251460234421 -0.035763449181450774 -0.5597638057712726 0.0097417873375320457 -0.064582267781998534 0.04184002883158195 -0.23383642420507517 leaf_weight=179 975 40 3300 80 4759 1470 464 78 67 323 1186 108 32 30 177 521 50 24 44 32 2502 45 2466 20 63 25 1488 186 108 44 leaf_count=179 975 40 3300 80 4759 1470 464 78 67 323 1186 108 32 30 177 521 50 24 44 32 2502 45 2466 20 63 25 1488 186 108 44 internal_value=0.00190865 0.0011817 0.00072187 0.00132074 0.00328928 0.00238037 0.00274157 -0.00118919 -0.0042243 -4.31033e-05 0.00097267 -0.000494242 -0.0019751 -0.00696774 -0.000775086 -0.00210763 -0.00448921 -0.00705882 -0.01 -0.0133684 0.00227941 0.00242953 0.00298976 -0.0175385 -0.000265901 -0.00463636 -7.3889e-05 -0.0016699 -0.00310059 -0.00469565 internal_weight=20886 13682 10567 5927 7204 2445 3115 185 107 4640 1427 3213 241 62 2890 799 278 170 120 76 2627 2547 2930 52 2091 88 2003 515 338 230 internal_count=20886 13682 10567 5927 7204 2445 3115 185 107 4640 1427 3213 241 62 2890 799 278 170 120 76 2627 2547 2930 52 2091 88 2003 515 338 230 is_linear=0 shrinkage=0.04 Tree=80 num_leaves=31 num_cat=0 split_feature=15 10 10 15 31 24 14 21 20 21 14 19 25 27 3 7 14 10 27 15 3 15 2 32 32 13 31 31 28 33 split_gain=12.6106 4.02051 3.669 3.45441 3.25992 2.49476 2.46924 2.46332 2.36462 2.1559 1.91039 1.84604 2.57165 1.84565 1.79952 1.6366 2.47974 1.57251 1.53156 1.67568 1.67967 1.4804 1.41988 2.36243 1.71545 1.41858 1.3465 1.22428 1.26536 1.43369 threshold=95.385000000000005 -0.78656609248549325 0.91597561503675351 44.995000000000012 102.62666666666668 24.395000000000007 0.063390085881955341 116.61500000000002 97.075000000000003 102.90500000000002 0.99981043035926087 110.11500000000001 3.1950000000000007 17.11000000000001 101.50000000000001 1.0000000180025095e-35 0.29958852271690523 0.37940952255126048 -9.7549999999999972 120.05500000000002 106.50000000000001 100.00500000000001 4.5000000000000009 21.719150582813022 19.511522726793029 -0.99467753128998015 57.193958333333342 77.617916666666687 68.812493716974089 -2.7249999999999992 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 3 -3 8 6 9 11 18 22 15 13 -13 -4 -9 17 27 -5 19 20 21 -2 -1 24 -24 -19 -25 28 -17 -30 right_child=4 2 7 10 -6 -7 -8 14 -10 -11 -12 12 -14 -15 -16 16 -18 25 -20 -21 -22 -23 23 26 -26 -27 -28 -29 29 -31 leaf_value=-0.00031367660673762443 -0.14853310638955833 0.0051247202825547141 0.015485019107382678 0.25137620238821567 0.40582654080596953 -0.26751395742537704 0.048758867720278001 -0.17514333266617085 0.27370707477636208 -0.96557771777856694 -0.26180668446593536 0.063566717138117637 -0.30954930819122523 -0.077452142766162677 -0.30238105762913164 -0.0024585015565007852 0.18579520215209802 -0.077402843506213709 0.14296535886493927 0.17757633524943775 -0.016756868537637633 -0.11166417573271988 -0.13114985162936132 -0.24926992382742591 -1.0341405141180529 0.074322475562942872 0.0026801291618582059 0.074363685060341508 -0.35949880679460178 -0.61422469576493099 leaf_weight=1259 28 1867 992 2894 5176 23 1045 51 2409 35 31 20 22 103 20 72 188 56 1199 204 338 55 68 182 27 1985 341 98 62 36 leaf_count=1259 28 1867 992 2894 5176 23 1045 51 2409 35 31 20 22 103 20 72 188 56 1199 204 338 55 68 182 27 1985 341 98 62 36 internal_value=0.00188567 0.000995731 0.0014391 0.00177747 0.0029712 -0.000268456 -0.000166385 -0.000602649 0.00214789 -0.00102092 0.00228845 -0.000151275 -0.00838095 0.000164384 -0.00783099 0.00234539 5.26317e-05 0.00255724 0.0010614 -0.000544 -0.00198575 -0.00708434 -0.000837506 -0.00240777 -0.00821053 0.00170701 -0.00135373 -0.00241791 -0.00447059 -0.00742857 internal_weight=20886 11477 8497 7289 9409 2980 2957 1208 4233 1912 5422 1137 42 1095 71 5391 456 4935 1824 625 421 83 1877 618 95 2041 523 268 170 98 internal_count=20886 11477 8497 7289 9409 2980 2957 1208 4233 1912 5422 1137 42 1095 71 5391 456 4935 1824 625 421 83 1877 618 95 2041 523 268 170 98 is_linear=0 shrinkage=0.04 Tree=81 num_leaves=31 num_cat=0 split_feature=15 15 23 19 9 9 0 14 18 24 28 0 0 24 25 27 24 17 17 3 21 27 20 27 35 3 28 36 36 11 split_gain=12.3672 4.55653 3.84977 1.9296 1.87311 2.76714 1.94246 6.44231 1.84092 2.42469 1.43144 1.34564 1.46105 1.55593 1.30613 1.22021 1.40577 1.54946 1.27523 1.19133 1.30139 1.18016 1.16336 1.56287 1.14802 1.13219 1.2776 1.12109 1.08282 1.46719 threshold=106.00500000000001 50.780000000000008 -4.8849999999999971 106.90500000000002 0.78656609248549325 -0.37940952255126059 18.500000000000004 -0.15101602693478741 76.635000000000005 45.535000000000011 88.120244154844258 7.5000000000000009 10.500000000000002 0.14000000000000037 -17.094999999999988 -7.269999999999988 -35.475000000000001 110.64500000000001 86.00500000000001 80.500000000000014 1.4583333333333337 12.995000000000006 9.0150000000000023 -12.82 64.987976190476203 56.500000000000007 77.001999493604998 39.052235427902872 24.605777043187476 -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 -1 11 22 5 6 -4 -8 9 25 19 -3 15 -14 -15 24 -17 18 -18 -7 -21 -12 23 -2 -13 -9 -27 -26 -22 -30 right_child=3 2 4 -5 -6 10 7 8 -10 -11 21 12 13 14 -16 16 17 -19 -20 20 28 -23 -24 -25 27 26 -28 -29 29 -31 leaf_value=4.4217878402946111e-05 -0.28220881888323973 0.083238249884782969 0.29271387583612424 0.55163805699305535 0.21152970877342619 0.021465086880779218 0.4320001172659943 -0.20323647214392851 -0.0031582520467493022 0.15321694724813303 0.10939539063201094 0.027287213421979414 0.016658924841879759 -0.29375129719947213 -0.01309251415473313 0.08597750861541234 -0.5204466060719648 -1.2904407918485015 -0.04901742424808421 -0.41821515025311345 -0.16468094422132976 -0.022017362499283575 0.21080939968582596 0.12641549569776678 0.016684869489187751 -0.18676989884030726 -0.071522012296812071 -0.13706414946757156 -0.30282992183790791 0.0079656199060901649 leaf_weight=3706 34 1450 1686 4698 2346 414 438 36 97 36 827 80 1691 20 48 35 25 26 49 28 32 237 2013 57 112 43 31 164 77 350 leaf_count=3706 34 1450 1686 4698 2346 414 438 36 97 36 827 80 1691 20 48 35 25 26 49 28 32 237 2013 57 112 43 31 164 77 350 internal_value=0.00187609 0.00119966 0.0016296 0.00327668 0.00220305 0.00171006 0.00263118 0.000828194 -0.00439506 -0.00723288 0.000600509 0.000594595 -1.77776e-05 0.000520751 -0.00541176 -0.00194705 -0.00518518 -0.0076 -0.00464865 -0.000572697 -0.00191376 0.00159399 0.00226996 -0.00215385 -0.000719101 -0.0101818 -0.00735135 -0.00194203 -0.00140305 -0.000871194 internal_weight=20886 14084 10378 6802 6678 4332 2367 681 243 146 1965 3700 2250 1759 68 491 135 100 74 901 487 1064 2104 91 356 110 74 276 459 427 internal_count=20886 14084 10378 6802 6678 4332 2367 681 243 146 1965 3700 2250 1759 68 491 135 100 74 901 487 1064 2104 91 356 110 74 276 459 427 is_linear=0 shrinkage=0.04 Tree=82 num_leaves=31 num_cat=0 split_feature=31 24 9 15 24 15 31 31 25 31 9 16 18 31 0 21 35 29 9 26 22 14 0 0 34 18 33 34 19 34 split_gain=12.2357 5.50287 2.58994 2.15416 2.67197 1.66976 1.54183 1.5333 1.731 1.52003 1.40537 1.41732 1.40167 1.30152 1.63981 1.3417 1.281 1.89422 1.35519 1.34127 1.26489 1.19043 3.68447 1.01681 1.04047 1.0891 1.14488 1.64875 1.46677 1.01733 threshold=96.236666666666679 20.059999999999985 0.78656609248549325 109.02500000000002 -8.7749999999999968 46.115000000000009 64.111250000000013 62.196875000000006 84.180000000000021 61.744375000000012 -0.37940952255126059 80.00500000000001 66.735000000000014 78.224375000000023 11.500000000000002 69.105000000000004 74.484940476190488 84.957152412077747 0.25881904510252091 30.745000000000001 106.78500000000001 -0.065537083312030994 18.500000000000004 8.5000000000000018 118.65000000000002 94.205000000000013 15.970000000000001 147.06500000000003 84.585000000000022 155.47000000000003 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 7 4 -2 -4 20 9 10 -1 -9 16 -11 -10 -15 -16 -12 -18 19 -19 21 -3 -23 -13 -25 26 27 28 -26 -27 right_child=3 6 5 -5 -6 -7 -8 8 13 12 11 23 -14 14 15 -17 17 18 -20 -21 -22 22 -24 24 25 29 -28 -29 -30 -31 leaf_value=-0.006380107265600175 0.063019083824152042 0.1264459299483707 -0.001229025362824514 0.50100855661243915 0.23811136925543641 0.15055505237712555 0.45042427518602313 0.06873978451292892 0.041111408109039307 -0.014103267103537154 0.01177310212230138 0.10332431313056431 -0.25353181747949144 -0.075077653814670617 -0.35995950166111357 -0.35448039648551083 -0.061950280800185942 -0.12386052218479165 -0.016232632057099402 -0.55749180132542553 0.30823270919980977 0.059234161011718744 -0.17200979789189408 0.07466052560208912 -0.13143248016841722 0.041396014132226065 -0.01472737941482415 0.033390922588231342 -0.73994080216861802 -0.063740998976061877 leaf_weight=2503 1507 334 499 4312 1960 1611 1755 1977 54 25 697 974 24 39 21 20 513 42 44 21 544 145 39 204 34 573 133 29 21 232 leaf_count=2503 1507 334 499 4312 1960 1611 1755 1977 54 25 697 974 24 39 21 20 513 42 44 21 544 145 39 204 34 573 133 29 21 232 internal_value=0.00185885 0.00111299 0.00068416 0.00311557 0.00237323 0.00193365 0.00267945 0.000361858 0.000730633 -0.00045141 0.000840189 0.000360535 -0.00742857 -0.00376119 -0.007 -0.0125854 -0.000677297 -0.002 -0.00684112 -0.0106032 0.00147646 6.17762e-05 -0.00252174 0.000981818 0.000215335 -0.000305284 -0.00282028 -0.00647619 -0.0105455 0.000372671 internal_weight=20886 13107 10290 7779 3467 2110 2817 8180 5628 2552 5494 3517 49 134 80 41 1317 620 107 63 1062 518 184 2200 1226 1022 217 84 55 805 internal_count=20886 13107 10290 7779 3467 2110 2817 8180 5628 2552 5494 3517 49 134 80 41 1317 620 107 63 1062 518 184 2200 1226 1022 217 84 55 805 is_linear=0 shrinkage=0.04 Tree=83 num_leaves=31 num_cat=0 split_feature=15 31 24 23 28 23 27 16 19 25 21 36 0 0 0 36 24 14 23 34 31 22 25 26 27 22 18 29 14 0 split_gain=12.2614 6.10181 5.83848 2.35135 2.85194 1.86842 1.82515 1.7556 1.35778 1.35386 1.2478 1.18174 1.50952 1.36395 1.16885 1.21946 1.05621 1.72039 1.61872 1.31706 2.41013 1.23324 1.33492 1.03756 1.14286 0.960018 1.12667 1.12397 0.927644 1.26691 threshold=119.605 70.697916666666686 -6.8399999999999972 -19.02 113.12669216857192 26.799999999999994 13.44000000000001 127.77500000000002 110.64500000000001 93.710000000000022 121.06500000000001 19.848244235713246 6.5000000000000009 10.500000000000002 1.0000000180025095e-35 31.961880348814578 -24.314999999999994 -0.082691941062253513 9.3149999999999995 107.64500000000002 39.81750000000001 82.905000000000015 -2.0649999999999973 86.425000000000011 5.3699999999999948 12.405000000000003 88.475000000000009 73.442615567434004 0.96849880583763492 17.500000000000004 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 5 3 9 6 10 -5 -4 -8 -3 11 -1 14 16 15 -13 -14 18 19 -18 -21 25 -23 28 -25 -22 27 -27 -15 -30 right_child=-2 2 7 4 -6 -7 8 -9 -10 -11 -12 12 13 23 -16 -17 17 -19 -20 20 21 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.053126399520253484 0.56640422524295886 -0.015608328212309862 0.17732206177473345 0.050286636827131297 0.22474832541570894 0.27050963059289806 -0.018619477449242229 -0.23628157874122932 -0.15409135056056791 -0.26059998551709107 0.1385122118038811 -0.23152447830253972 0.01598073508436236 0.0019669442364662342 0.024524806301409876 -0.042303200964203098 -0.022349694970427825 -0.0052364530597693295 0.19772391405870068 -0.35978367999315153 -0.33378462380345819 0.093724898641427037 -1.4429387337695658 -0.01489905562014112 -0.3549137132831246 -0.17569257199092619 -0.39426774436343609 -0.1402246655441424 0.033875248989337421 -0.09975236866206387 leaf_weight=511 4470 845 5519 2869 840 464 437 29 42 30 318 34 137 1964 1315 187 84 244 56 23 29 36 20 45 25 21 25 29 132 106 leaf_count=511 4470 845 5519 2869 840 464 437 29 42 30 318 34 137 1964 1315 187 84 244 56 23 29 36 20 45 25 21 25 29 132 106 internal_value=0.00182055 0.00131481 0.00188521 0.000903022 0.00129704 0.000272179 0.000774194 0.00278154 -0.00151148 -0.000982857 6.06629e-05 -9.31713e-05 -0.000299645 -0.000825269 0.00071875 -0.00197285 -0.00236364 -0.00312522 -0.00504025 -0.00633708 -0.00824044 -0.0065 -0.00171429 -0.000348591 -0.00514286 -0.00907692 -0.0114667 -0.008 -0.000196185 -0.00255462 internal_weight=20886 16416 10611 5063 4188 5805 3348 5548 479 875 5341 5023 4512 2976 1536 221 704 567 323 267 183 160 56 2272 70 104 75 50 2202 238 internal_count=20886 16416 10611 5063 4188 5805 3348 5548 479 875 5341 5023 4512 2976 1536 221 704 567 323 267 183 160 56 2272 70 104 75 50 2202 238 is_linear=0 shrinkage=0.04 Tree=84 num_leaves=31 num_cat=0 split_feature=15 31 23 0 10 23 14 15 20 32 0 31 0 15 21 19 24 18 23 14 14 10 27 2 35 14 32 29 23 24 split_gain=12.4729 5.37889 3.66789 2.6687 2.26493 2.12828 2.12642 2.01158 1.95571 1.89852 1.98621 1.54299 1.40027 1.76687 1.59656 1.41896 1.39484 1.58552 1.37955 1.86458 1.35145 1.83418 1.28327 1.17233 1.14071 1.06169 1.17417 1.02597 1.35709 1.27102 threshold=119.605 96.236666666666679 5.3099999999999961 6.5000000000000009 -0.60355339059327384 -4.9900000000000002 0.36447543099728863 1.405 71.805000000000021 17.581923402337843 10.500000000000002 72.47020833333336 1.5000000000000002 57.045000000000009 114.605 -0.044999999999999991 -21.085000000000004 118.39000000000001 -0.37499999999999994 -0.71502926860092908 0.9863035000474919 -0.12940952255126037 -40.109999999999992 2.5000000000000004 76.721488095238115 0.99138911339924218 32.122364322862161 112.24407513700631 -27.309999999999992 0.31999999999999679 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 12 6 27 8 24 -4 -5 -11 -10 14 -14 18 -15 17 -7 -1 -20 -9 -22 23 -12 -6 -24 -27 29 -29 -3 right_child=-2 5 4 9 7 16 -8 20 11 10 22 -13 13 15 -16 -17 -18 -19 19 -21 21 -23 25 -25 -26 26 -28 28 -30 -31 leaf_value=0.033565791966427352 0.54374805623324041 0.022512251954501621 -0.065200167970048004 0.041803744219444362 -0.0032088126292541914 -0.64437002932827481 0.10505083789480281 0.28762512708362925 -0.54136163176841368 -0.063426693266552245 0.026230233680409477 -0.14059896941179864 0.0021816595969678799 -0.17895014982219215 -0.24434325638640911 0.12937163404761512 0.23514309777681444 0.1450261112736124 -0.19699558582371751 -0.001210405787108343 0.36260957074206429 -0.18918003555721263 0.0040814286989684671 -0.65811606347737472 -0.12337386297128662 -0.03280862226689514 -0.14804942070701096 -0.23555386162584196 0.18572274078835588 -0.33492783423914579 leaf_weight=845 4470 854 90 947 146 20 177 2503 28 1009 36 22 770 20 52 1595 2755 47 33 74 55 37 3278 50 27 92 44 50 739 21 leaf_count=845 4470 854 90 947 146 20 177 2503 28 1009 36 22 770 20 52 1595 2755 47 33 74 55 37 3278 50 27 92 44 50 739 21 internal_value=0.00179565 0.00128558 0.000841576 0.00042736 0.00202917 0.00246634 -0.0011735 0.00239595 -0.00485714 -0.000120234 -0.000462187 -0.0112 0.00130894 0.00183648 5.5777e-05 0.00258824 0.00313537 -0.00256716 0.000428572 -0.00385047 0.00267437 -0.00208696 -1.14284e-05 -0.00483721 -0.00178035 0.000110135 -0.00335294 0.00133173 0.00237769 0.000388572 internal_weight=20886 16416 11930 8845 3085 4486 317 2768 140 5456 4509 50 3389 2385 1004 1615 2822 67 952 107 2595 92 3500 86 173 3414 136 1664 789 875 internal_count=20886 16416 11930 8845 3085 4486 317 2768 140 5456 4509 50 3389 2385 1004 1615 2822 67 952 107 2595 92 3500 86 173 3414 136 1664 789 875 is_linear=0 shrinkage=0.04 Tree=85 num_leaves=31 num_cat=0 split_feature=15 31 24 23 16 28 18 15 28 23 0 0 14 0 24 8 23 18 11 15 27 23 25 2 0 34 29 34 23 13 split_gain=12.3369 4.98199 5.36402 1.9259 1.89178 2.95837 1.53027 1.4473 1.39792 1.35673 1.27268 1.24333 1.72655 1.99702 1.51859 1.26927 2.41627 2.3712 1.86704 1.19198 1.35656 1.17414 1.20591 2.11305 1.16746 1.31252 1.36347 1.15877 1.74003 1.12635 threshold=116.34500000000001 72.755208333333357 -6.8399999999999972 9.3149999999999995 133.52000000000001 111.80772527965182 109.63500000000001 1.405 6.9730448667711196 -5.0799999999999903 2.5000000000000004 6.5000000000000009 -0.048362832084465616 10.500000000000002 -4.3350000000000071 1.0000000180025095e-35 -5.2049999999999974 61.595000000000006 1.0000000180025095e-35 -5.2899999999999991 -2.3450000000000091 1.1449999999999962 93.710000000000022 2.5000000000000004 8.5000000000000018 126.37500000000001 57.916987119325505 122.81500000000001 -15.809999999999999 -0.93545489084327571 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 21 -6 19 -4 29 -9 -1 13 14 27 -14 -17 -18 -19 -5 -21 22 -3 -24 -16 26 -26 -13 -29 -10 right_child=-2 2 8 7 6 -7 -8 10 9 -11 -12 12 15 -15 24 16 17 18 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.016468854133036354 0.45102313308733977 0.024454121953380863 -0.10190625302418607 0.024903044341601559 -0.17557114477870603 0.18518920865321409 -0.017353251524191798 -0.13558452534212459 -0.131286167555029 0.18711616029438768 0.27042063628781432 0.0092306760061559943 0.023343414974396081 -0.017294232945476887 -0.035986413389141075 0.014480774575838405 -0.19486764233857601 0.036669863921914944 -0.17755963709555658 0.034816623687444696 -0.14200609994254851 -0.075533353425448105 0.012588101645868193 -0.37121404738518932 -0.18683009151480662 -1.0736461593201316 -0.025443747681209765 -0.015578332196920768 -0.63743660126038859 0.039715624684538167 leaf_weight=1801 4951 3393 42 110 34 907 90 27 47 4618 1113 116 1107 1274 86 214 36 48 27 21 25 132 51 32 22 26 31 115 68 322 leaf_count=1801 4951 3393 42 110 34 907 90 27 47 4618 1113 116 1107 1274 86 214 36 48 27 21 25 132 51 32 22 26 31 115 68 322 internal_value=0.0017631 0.00122121 0.00179065 0.000342748 0.000809657 0.000943522 -0.00406452 0.00171605 0.00269557 0.00275677 0.00221053 -1.52885e-05 -0.000492113 -0.00133947 -0.00358621 0.000536313 -0.00166154 -0.00645045 -0.0024 -0.00189744 -0.00730435 0.000430155 0.000570771 -0.00419277 -0.00666667 -0.0101772 -0.00656604 -0.00188629 -0.00386885 0.000422764 internal_weight=20886 15935 9668 6267 4639 4515 124 1296 5029 4987 1140 4971 3170 1738 464 1432 325 111 75 156 46 3608 3476 83 165 79 53 299 183 369 internal_count=20886 15935 9668 6267 4639 4515 124 1296 5029 4987 1140 4971 3170 1738 464 1432 325 111 75 156 46 3608 3476 83 165 79 53 299 183 369 is_linear=0 shrinkage=0.04 Tree=86 num_leaves=31 num_cat=0 split_feature=31 23 0 29 23 27 15 15 24 7 34 18 3 25 31 21 13 26 36 35 34 34 14 8 13 33 15 24 14 17 split_gain=12.6146 5.52117 2.34016 2.24771 2.78159 2.13516 2.08571 1.86384 1.87933 1.45836 1.57322 1.2498 1.57922 1.40115 1.59881 1.22996 1.48205 1.20121 1.16209 1.27942 1.14009 1.08599 0.995012 3.8651 0.97575 0.972165 1.45066 0.971645 0.920417 0.913199 threshold=100.24916666666668 9.3149999999999995 5.5000000000000009 59.111511058964886 -5.7000000000000002 10.740000000000004 1.405 109.02500000000002 -8.7749999999999968 1.0000000180025095e-35 137.25500000000002 124.14000000000001 355.50000000000006 80.320000000000007 88.920833333333348 88.52500000000002 0.8697513045430848 86.425000000000011 40.804797745100664 97.227723214285717 120.98000000000002 114.46000000000002 0.31595530242620651 1.0000000180025095e-35 0.21022171450811275 62.770000000000003 88.055000000000021 4.380000000000007 -0.9575230291762723 131.35500000000005 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 21 -1 11 9 28 8 17 -6 -11 12 13 18 -15 24 -17 -2 19 -5 22 -3 -8 -24 27 -7 -27 -12 -4 -21 right_child=7 2 6 4 5 25 20 -9 -10 10 15 -13 -14 14 -16 16 -18 -19 -20 29 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0049711562521929757 0.082644458365937978 -0.21770561563946239 -0.26931519455529701 0.046044681777046827 0.103083509563592 -0.0041886260259664859 0.31015998017543406 0.46797547639493581 0.217150449485707 0.075748864754383444 -0.15754341634269436 0.055761178754122509 -0.2615472503743545 -0.013254383172404911 -0.33852045282728604 0.098516118325703103 -0.45149099135045556 -0.12270832664897771 -0.016830645483325749 -0.025519588643078902 0.52195487563777931 -0.12084378126636279 0.18320532919194837 -0.20217458549005377 -0.2676880172383273 -0.083839232479644074 0.057355552427791764 0.14354607282930165 -0.014055685650696819 -0.29273801404962946 leaf_weight=2681 1136 20 25 1190 3319 496 512 4041 1561 358 20 755 30 50 32 78 30 56 1550 190 2086 73 311 33 25 23 24 22 135 24 leaf_count=2681 1136 20 25 1190 3319 496 512 4041 1561 358 20 755 30 50 32 78 30 56 1550 190 2086 73 311 33 25 23 24 22 135 24 internal_value=0.00173054 0.00104797 0.00251017 0.000619253 0.00094742 0.00163367 0.00269761 0.00314631 0.00234363 0.00196469 2.25142e-05 0.000158074 -0.000200913 -0.000110672 -0.00526829 -0.00308571 -0.000444444 0.00114765 3.24985e-05 0.000866097 0.0029395 -0.00374194 0.00171028 4.65118e-05 -0.00734328 -0.000714549 -0.00621277 -0.00361905 -0.00175 -0.00198131 internal_weight=20886 14092 3195 10897 8216 4395 3102 6794 2753 3852 533 3821 3066 3036 82 175 108 1192 2954 1404 2942 93 856 344 67 543 47 42 160 214 internal_count=20886 14092 3195 10897 8216 4395 3102 6794 2753 3852 533 3821 3066 3036 82 175 108 1192 2954 1404 2942 93 856 344 67 543 47 42 160 214 is_linear=0 shrinkage=0.04 Tree=87 num_leaves=31 num_cat=0 split_feature=31 24 15 23 9 34 2 9 23 16 14 9 16 0 0 14 14 16 0 31 27 0 18 14 26 35 29 7 18 10 split_gain=12.0277 5.45037 2.36595 2.21314 2.00804 1.77866 1.69228 1.44974 1.95882 2.04106 3.76107 1.99468 1.63276 1.7527 2.42959 1.78014 1.69508 1.50852 1.4201 1.7587 1.38257 1.33973 2.62304 1.32761 1.32458 1.28867 1.32162 1.14221 1.131 1.18946 threshold=96.236666666666679 19.595000000000002 124.14000000000001 -4.9900000000000002 0.78656609248549325 103.82000000000001 4.5000000000000009 -0.37940952255126059 1.9099999999999986 82.705000000000013 -0.31800055644052067 0.37940952255126054 1.0000000180025095e-35 17.500000000000004 21.500000000000004 -0.25206183926700709 -0.013976481981245173 40.005000000000003 5.5000000000000009 82.61041666666668 11.680000000000009 22.500000000000004 120.43500000000002 -0.58481178939031186 -21.455000000000002 58.743913690476198 45.663446443346196 1.0000000180025095e-35 88.475000000000009 -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=1 4 3 27 7 -3 -6 12 28 10 11 -10 -1 -14 15 -15 -17 -12 -8 23 -18 -5 -23 25 -19 -20 -27 -2 -9 -30 right_child=2 5 -4 21 6 -7 18 8 9 -11 17 -13 13 14 -16 16 20 24 19 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.025172584597680882 0.10045090111926241 -0.002797842951721986 0.73315197786158792 0.22417880079338737 0.12141472177127248 0.3378948918395222 0.059111922174460284 -0.013298987293522262 -0.05811822322097248 0.0041752657753593384 -0.19782404863987019 -0.31926257259233692 0.10048268319266088 0.35123586875129015 0.10124670615977827 -0.16611987452681409 -0.040169751543744879 -0.085280872112992623 0.070532885193300851 0.16405817571450063 -0.25964820458649202 -0.36287292346826683 0.11348191277497904 -0.011278650218393495 0.079956976271876201 0.017750393318805707 -0.21932666706040191 -0.046915027209163525 -0.069693816097912753 0.026893767334449547 leaf_weight=596 1531 343 2862 2996 1315 2518 316 2040 20 194 34 27 1218 98 453 24 462 25 27 107 36 23 68 205 97 26 100 299 305 2521 leaf_count=596 1531 343 2862 2996 1315 2518 316 2040 20 194 34 27 1218 98 453 24 462 25 27 107 36 23 68 205 97 26 100 299 305 2521 internal_value=0.00169989 0.000960403 0.00294588 0.00241367 0.000529377 0.00250402 0.00163359 0.000245399 -0.000149724 -0.00285139 -0.00565517 -0.0155745 0.000965708 0.00145089 0.000272134 -0.00135484 -0.00228352 -0.00266667 0.000158771 -0.00124731 -0.00178313 0.00306706 -0.00171429 -0.00259218 -0.000590164 -0.00541176 -0.00711111 0.00131148 7.06948e-05 0.000588818 internal_weight=20886 13107 7779 4917 10246 2861 2096 8150 5263 397 203 47 2887 2291 1073 620 522 156 781 465 498 3087 91 358 122 153 126 1830 4866 2826 internal_count=20886 13107 7779 4917 10246 2861 2096 8150 5263 397 203 47 2887 2291 1073 620 522 156 781 465 498 3087 91 358 122 153 126 1830 4866 2826 is_linear=0 shrinkage=0.04 Tree=88 num_leaves=31 num_cat=0 split_feature=31 23 7 15 14 15 24 22 9 22 16 34 3 11 10 15 15 27 13 25 36 17 36 18 16 34 10 33 10 27 split_gain=11.1575 5.40088 2.29995 2.27005 2.19854 2.15841 2.09384 2.00869 1.75069 1.42736 2.0517 1.69838 1.5106 1.44898 1.34822 1.42911 1.26106 2.44824 1.81806 1.37888 1.22089 1.22276 1.17761 1.17883 1.69296 1.1554 1.30302 2.86633 1.19534 1.15177 threshold=100.24916666666668 9.3149999999999995 1.0000000180025095e-35 69.135000000000005 0.48877522411129348 103.21500000000002 -9.7150000000000016 96.095000000000013 0.37940952255126054 107.61500000000002 92.385000000000005 150.92500000000004 101.50000000000001 -0.8783796973249266 0.91597561503675351 1.405 117.90500000000002 -26.325000000000003 -0.85227431625818906 80.320000000000007 31.669501048274388 100.25000000000001 39.052235427902872 94.205000000000013 130.00500000000002 120.98000000000002 0.1294095225512602 29.195000000000004 -0.60355339059327384 10.53000000000001 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 -1 9 6 -2 14 16 13 -11 -12 -13 20 15 -3 17 18 -5 -19 -4 -22 -15 24 -24 26 28 -28 -17 -10 right_child=5 7 4 8 -6 -7 -8 -9 29 10 11 12 -14 22 -16 25 -18 19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0019553221733198574 0.036019148579742817 -0.060783383490898422 -0.19965094973489764 -0.13009614356297766 0.072109909929536115 0.38168952370423426 0.18830203610115806 0.41762057537719477 0.13187615372478831 -0.87610614671183829 0.0077390210715433455 -0.35095082536807803 -0.010860025905373849 0.02538966816539737 -0.20127820457693266 -0.19069092521918449 0.19065043439228152 0.042625563261343646 -0.03048720746245678 -0.17553103053492838 -0.051872372818946522 -0.51508976768913117 -0.10440635229698093 0.013086314278052333 -0.49209496050676971 0.36052105017973196 0.084065060393141641 -0.24203522528453161 0.25855285212016038 -0.034395596155213426 leaf_weight=3974 895 147 32 31 364 4574 1325 2017 1642 31 97 21 25 353 46 42 501 2545 150 26 186 20 389 382 20 617 70 28 228 108 leaf_count=3974 895 147 32 31 364 4574 1325 2017 1642 31 97 21 25 353 46 42 501 2545 150 26 186 20 389 382 20 617 70 28 228 108 internal_value=0.00165585 0.00101391 0.000589887 0.000858639 -0.000666667 0.00298734 0.00196396 0.00246009 0.00142554 -0.00132134 -0.00473563 -0.00271329 -0.00904348 -0.000891461 0.00114771 0.00142049 0.000876729 0.000540698 -0.0039558 0.000857254 -0.00373109 -0.00260194 -0.000300699 -0.00115803 -0.00265037 0.00196954 0.000195652 -0.0037551 0.00162963 0.00244571 internal_weight=20886 14092 10897 8977 1920 6794 2220 3195 5003 1556 174 143 46 1382 1178 1132 3253 2752 181 2571 238 206 1144 791 409 985 368 98 270 1750 internal_count=20886 14092 10897 8977 1920 6794 2220 3195 5003 1556 174 143 46 1382 1178 1132 3253 2752 181 2571 238 206 1144 791 409 985 368 98 270 1750 is_linear=0 shrinkage=0.04 Tree=89 num_leaves=31 num_cat=0 split_feature=15 31 24 29 16 15 23 23 10 25 10 0 21 19 28 10 23 28 31 23 9 2 24 20 13 17 14 10 23 14 split_gain=11.1045 4.83032 5.54639 2.50807 2.01109 1.78589 1.77359 1.64927 1.51018 1.58796 1.32553 1.92137 1.76512 1.2678 1.60741 1.30033 1.27416 1.24236 1.47 1.2225 1.23099 1.53289 1.12037 1.10176 1.42981 1.0758 1.10273 0.964771 0.876722 0.863335 threshold=120.05500000000002 64.911250000000024 -6.8399999999999972 118.94600944681711 135.15500000000003 14.690000000000003 1.5149999999999937 -19.02 0.91597561503675351 -13.574999999999994 -0.60355339059327384 13.500000000000002 10.055000000000001 110.11500000000001 111.80772527965182 0.91597561503675351 -9.4299999999999979 120.99818719585248 91.65666666666668 27.670000000000002 0.78656609248549325 3.5000000000000004 -1.4950000000000043 94.190000000000012 0.17646842360078763 121.70500000000001 0.28313308994381592 -0.98296291314453399 -27.309999999999992 -0.21862536810265826 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 19 3 4 6 -4 13 -7 10 -10 11 12 -9 14 27 25 -17 18 -6 20 -1 -22 -11 24 -24 -15 -27 -3 -5 -14 right_child=-2 2 5 28 17 7 -8 8 9 22 -12 -13 29 15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.011573776819262556 0.49141573672391725 -0.056765384039857508 -0.0064648660910617967 -0.23583343271388416 -0.032643972185350527 -0.38067301911328927 -0.078214213804585098 -0.3797407596080401 -0.23720469192573818 0.080415658468173737 0.18305175495747417 0.2021043466568391 -0.1079210337267436 0.031742368233844895 0.1271120857548628 -0.0086464067757444103 -0.1450904127715108 -0.010924439012170118 -0.32201548695203536 0.18413657725196234 0.086390425435132062 -0.0095178476099604253 -0.24543096476697751 0.10929734460502349 0.017342196383762724 -0.40953879408143834 -0.056980730688343639 0.027556368886644145 0.18840001816412663 0.041568102749104677 leaf_weight=3313 4311 426 266 41 30 36 148 34 36 144 4720 500 159 170 420 44 39 68 20 383 475 419 22 23 27 23 48 3456 692 393 leaf_count=3313 4311 426 266 41 30 36 148 34 36 144 4720 500 159 170 420 44 39 68 20 383 475 419 22 23 27 23 48 3456 692 393 internal_value=0.00163478 0.0011644 0.00158698 0.000672 0.000345053 0.00239623 0.00047256 0.00253627 0.00258699 -0.000444444 0.00271857 0.00145856 -9.5563e-05 0.000610463 0.00079219 -0.00180247 -0.00612048 -0.00481356 -0.0096 6.10023e-05 -0.000135964 0.00118121 0.000851852 -0.00322222 -0.00661224 -0.000315353 -0.0044507 0.000537867 0.00285402 0.000449276 internal_weight=20886 16575 11985 5625 4892 6360 4774 6094 6058 252 5806 1086 586 4626 4302 324 83 118 50 4590 4207 894 216 72 49 241 71 3882 733 552 internal_count=20886 16575 11985 5625 4892 6360 4774 6094 6058 252 5806 1086 586 4626 4302 324 83 118 50 4590 4207 894 216 72 49 241 71 3882 733 552 is_linear=0 shrinkage=0.04 Tree=90 num_leaves=31 num_cat=0 split_feature=31 23 15 19 31 9 22 25 10 36 10 27 27 33 15 35 15 23 29 27 36 27 14 22 18 10 15 15 27 21 split_gain=11.0354 5.2323 2.32092 2.02678 1.88778 1.60261 1.49223 1.42276 1.3415 2.66769 1.59809 1.20088 1.21381 1.69014 1.14062 1.13415 1.11967 1.49264 1.08932 1.07679 1.32191 1.17333 1.78011 1.68001 1.04725 1.04564 1.0293 1.02889 1.00087 0.984144 threshold=98.752916666666692 9.3149999999999995 89.085000000000022 91.705000000000013 59.508541666666673 0.91597561503675362 -60.554999999999993 22.000000000000007 0.25881904510252057 34.602815279775832 -0.60355339059327384 -29.970000000000002 14.539999999999987 4.8900000000000015 1.405 63.875580357142859 128.24500000000003 -11.399999999999997 98.620230416012319 -6.625000000000008 52.843542763858814 -8.1350000000000104 -0.6391983530350368 82.405000000000015 95.810000000000016 -0.98296291314453399 52.005000000000003 -5.2899999999999991 -2.3450000000000091 39.995000000000012 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 24 8 6 7 -1 25 10 -10 -3 15 -13 -14 27 -9 17 -4 -17 20 21 -8 -23 -24 -2 -6 -7 -12 -29 -27 right_child=2 3 16 -5 5 26 19 11 9 -11 14 12 13 -15 -16 18 -18 -19 -20 -21 -22 22 23 -25 -26 29 -28 28 -30 -31 leaf_value=-0.32509656221098954 0.094214161115259917 -0.053281824115359797 0.032240264547822833 0.38805645051207488 -0.039098158023080878 -0.0040357542167239113 -0.0484155933705906 0.048000542371088452 -0.27410751454029636 -0.010275947405021819 0.040764706340326945 0.0073170375890178607 0.015249106177248829 -0.19923005440861336 0.32149979605977691 -0.075126195388128827 0.79449356964903584 0.23695527642284922 -0.18294353277956391 0.0034129218645757554 0.031704249338252992 0.040980958035938854 -0.074210719033204614 -0.26241087633259536 -0.010179555365243767 -0.0012409295156929504 0.1522980075153032 0.023609351416444817 -0.14762165216575102 0.041040452883149336 leaf_weight=35 561 137 612 1855 334 134 617 22 20 130 85 1015 71 54 865 34 2443 3080 20 1990 132 22 24 22 426 984 744 20 22 4376 leaf_count=35 561 137 612 1855 334 134 617 22 20 130 85 1015 71 54 865 34 2443 3080 20 1990 132 22 24 22 426 984 744 20 22 4376 internal_value=0.00160414 0.000942749 0.00288234 0.00237907 0.000519285 0.000841294 -0.000363124 0.000636758 0.00115403 -0.0024 0.00162622 -0.000605263 -0.000280702 -0.004 0.00218548 -0.00547368 0.00317196 0.00273239 -0.00859259 -0.000260776 -0.00148348 -0.00218978 -0.00717647 -0.0116522 0.00108207 0.000902002 0.00245103 -0.00135433 -0.00647619 0.00103731 internal_weight=20886 13764 7122 3134 10630 7788 2842 6910 1279 150 1129 1216 1140 125 992 76 6135 3692 54 2807 817 685 68 46 987 5694 878 127 42 5360 internal_count=20886 13764 7122 3134 10630 7788 2842 6910 1279 150 1129 1216 1140 125 992 76 6135 3692 54 2807 817 685 68 46 987 5694 878 127 42 5360 is_linear=0 shrinkage=0.04 Tree=91 num_leaves=31 num_cat=0 split_feature=15 31 24 29 16 23 10 25 15 23 19 28 28 27 16 17 22 22 32 28 9 17 18 20 36 7 15 3 17 33 split_gain=10.873 4.74434 4.68279 2.05786 1.97782 1.54655 1.4584 1.90072 1.45925 1.44357 1.44004 1.35905 1.33095 1.24829 1.20956 1.58816 1.16801 1.15838 1.39821 1.23187 1.16016 1.60422 1.09118 1.00907 0.965127 0.96489 1.76306 1.6865 1.20146 1.60303 threshold=119.605 72.755208333333357 -6.8399999999999972 122.97062758594619 133.52000000000001 27.670000000000002 0.91597561503675351 -14.194999999999991 -1.5699999999999998 2.1800000000000037 96.075000000000003 111.80772527965182 120.99818719585248 -5.0650000000000039 121.70500000000001 130.55500000000004 99.045000000000016 34.310000000000009 69.877730669451552 92.758360068251761 0.78656609248549325 -1.5699999999999998 -60.004999999999988 109.36500000000002 18.697282269626339 1.0000000180025095e-35 102.50500000000001 203.50000000000003 69.125000000000014 -13.049999999999999 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 3 4 9 17 8 -8 -4 11 -6 14 -12 24 -3 -16 -14 18 19 -1 25 -22 -7 -2 -10 -19 28 -28 29 -27 right_child=23 2 6 -5 10 22 7 -9 13 -11 12 -13 16 -15 15 -17 -18 20 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0067904587018600476 0.21882836437834663 0.016955435164113197 -0.10480139988808115 0.1728809734441667 0.026192509145888138 -0.18387700042849051 -0.39517388445051888 0.035643173430511398 -0.082453597936790274 -0.091555926244646424 -0.2482708663763554 0.12692902018964686 -0.077318871319374413 0.17781058028409411 -0.13941156322615703 0.037180635020162285 0.0668724535272337 0.0064331463445545609 -4.0672679591075127 -0.20979680323014355 -0.10832275861664803 0.054325980965491516 0.33040557716020952 0.60160396139274841 0.078107486249825192 -0.38766789760840553 -0.13006841683767115 0.013088662719609458 0.024407465995844077 -0.038751160028699036 leaf_weight=1164 1342 3427 40 495 52 51 23 185 22 112 34 593 23 4065 27 22 26 2957 21 62 26 1066 418 3128 937 24 37 28 283 196 leaf_count=1164 1342 3427 40 495 52 51 23 185 22 112 34 593 23 4065 27 22 26 2957 21 62 26 1066 418 3128 937 24 37 28 283 196 internal_value=0.00158882 0.00111257 0.00165149 0.000749117 0.000468953 0.00025454 0.00247496 -0.000807692 0.00260979 0.000622818 -0.0042963 0.000746129 -0.00756626 0.00267038 0.000444189 -0.00579592 -0.00334694 7.77628e-05 -0.00100401 -0.000828711 0.000369937 0.00150916 0.00246482 0.00333781 0.00137226 1.70214e-05 -0.00149296 -0.00769231 -0.000691849 -0.00290909 internal_weight=20886 16416 10083 4811 4316 6333 5272 208 5064 4181 135 4069 83 5024 3476 49 49 5864 1247 1226 4617 1092 469 4470 959 3525 568 65 503 220 internal_count=20886 16416 10083 4811 4316 6333 5272 208 5064 4181 135 4069 83 5024 3476 49 49 5864 1247 1226 4617 1092 469 4470 959 3525 568 65 503 220 is_linear=0 shrinkage=0.04 Tree=92 num_leaves=31 num_cat=0 split_feature=15 31 9 15 9 23 23 29 14 19 36 8 24 36 2 7 32 2 20 33 31 32 18 25 15 9 13 34 32 13 split_gain=10.5583 4.52624 2.31579 3.18306 2.44991 2.79262 2.17107 2.68192 2.04249 1.91978 1.85118 3.17736 2.03746 1.75663 1.63022 1.59183 1.7105 2.19013 2.069 1.54772 2.1721 1.43752 1.38627 1.53987 1.62807 1.30336 1.32161 1.4643 1.83504 1.28115 threshold=84.905000000000015 84.437083333333348 -0.5 7.0050000000000008 0.78656609248549325 0.37500000000000006 -3.7950000000000084 119.46896259838344 0.9863035000474919 90.675000000000026 30.579610432307138 1.0000000180025095e-35 19.595000000000002 49.872560564913861 4.5000000000000009 1.0000000180025095e-35 38.574956286119573 3.5000000000000004 87.745000000000019 55.540000000000006 62.556666666666679 29.810585363199937 97.085000000000022 17.585000000000008 96.405000000000015 -0.37940952255126059 -0.97876850416056738 126.37500000000001 21.844486392224606 0.66527693225344786 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 10 3 -1 5 9 7 22 -5 -4 11 -2 15 25 -6 29 -17 -18 -19 20 -13 -16 23 -3 -25 -11 -27 -28 -29 -12 right_child=1 6 4 8 14 -7 -8 -9 -10 13 12 19 -14 -15 21 16 17 18 -20 -21 -22 -23 -24 24 -26 26 27 28 -30 -31 leaf_value=-0.024392451126948822 0.070773532981353846 0.0025579407230978996 0.0045834462114841138 0.16942682751355467 0.081429702946532234 -0.067545332074640085 0.28039003520660377 0.26059749368462176 -0.073444930558755686 0.14684835847441188 0.0075784155719123229 -0.26102321967495157 0.28467921502122684 0.052162038187410803 0.046328988554269944 0.063417032162168846 -0.094811038626131175 -0.84316959181284801 -0.15403420706650159 -0.24496551657377197 0.015223330554044543 -0.023592848653626701 0.051966976889870474 0.077759929483750614 -0.26507772130830937 -0.63489624310518078 -0.38789252306541983 -0.22189614203749236 0.026310977753703037 0.15761966634001159 leaf_weight=634 186 127 3478 1785 1251 441 5414 1668 129 30 1022 32 1134 83 344 102 187 21 29 40 67 303 1516 20 43 22 88 78 114 498 leaf_count=634 186 127 3478 1785 1251 441 5414 1668 129 30 1022 32 1134 83 344 102 187 21 29 40 67 303 1516 20 43 22 88 78 114 498 internal_value=0.00157541 0.00234132 0.000519362 0.00153532 0.00010398 -0.000420858 0.00281657 0.00202015 0.00234901 -7.91162e-05 0.00108258 -0.00178462 0.00139392 -0.0026506 0.00130242 0.000578806 -0.0018997 -0.00376371 -0.0112 -0.00635971 -0.00367677 -0.000327666 0.000905041 -0.00231579 -0.00742857 -0.00395181 -0.00474172 -0.004 -0.00204167 0.00113158 internal_weight=20886 12106 8780 2548 6232 4334 8788 3374 1914 3893 3318 325 2993 415 1898 1859 339 237 50 139 99 647 1706 190 63 332 302 280 192 1520 internal_count=20886 12106 8780 2548 6232 4334 8788 3374 1914 3893 3318 325 2993 415 1898 1859 339 237 50 139 99 647 1706 190 63 332 302 280 192 1520 is_linear=0 shrinkage=0.04 Tree=93 num_leaves=31 num_cat=0 split_feature=15 31 24 29 23 10 25 16 23 28 10 0 14 28 24 34 13 33 27 13 15 8 0 14 18 35 26 14 15 36 split_gain=10.7477 4.89597 4.34469 1.76122 1.35281 1.23265 1.83878 1.11675 1.15643 1.17959 1.10912 1.53958 1.55884 1.44363 1.68492 1.8066 1.10095 0.963333 0.936396 1.38571 1.35884 0.991472 0.92912 5.25699 1.53767 1.3903 1.73804 1.28786 0.958323 0.901592 threshold=120.05500000000002 69.695208333333355 -6.8399999999999972 122.97062758594619 27.670000000000002 0.91597561503675351 -17.094999999999988 132.02000000000001 2.0199999999999982 111.80772527965182 -0.60355339059327384 13.500000000000002 0.64414586362404946 87.521825817479666 -4.7400000000000038 139.25500000000002 -0.95754239937548935 5.3750000000000009 -19.675000000000008 0.97508442350096236 149.53500000000003 1.0000000180025095e-35 18.500000000000004 0.04621408538533487 101.72500000000001 87.585773809523815 22.910000000000007 0.87709077819680659 -0.044999999999999991 49.872560564913861 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 3 7 -1 10 -7 8 9 -3 11 12 13 14 -4 -16 -9 -18 19 -2 21 -21 28 -24 25 27 -27 -25 -12 -15 right_child=18 2 5 -5 -6 6 -8 16 -10 -11 22 -13 -14 29 15 -17 17 -19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0005762978225765914 0.17435853825433401 0.013352030217021709 0.011315335314936146 0.15849639871629023 0.22526296770906462 -0.37020932623679542 0.026131056723145429 -0.2748641783371476 -0.098018042057972682 0.11961278212904604 -0.12778420996241219 0.1237089719786474 0.20245042712039216 0.0090347300323678301 -0.22014993916804643 -0.43496953560359558 0.011622974773694169 -0.059143140086522314 0.54710528176985818 -0.46958623382463133 0.49015701886727042 -0.13309802358717054 0.31709261809557049 -0.18635711787534021 0.031702283835660178 -0.66933829000416023 -0.067365997909084707 0.1673805791811058 0.16758609661138477 -0.26090469559772855 leaf_weight=5163 767 3790 24 529 439 24 206 25 122 596 29 540 230 183 34 25 50 100 3471 20 27 26 445 47 29 20 21 21 3848 35 leaf_count=5163 767 3790 24 529 439 24 206 25 122 596 29 540 230 183 34 25 50 100 3471 20 27 26 445 47 29 20 21 21 3848 35 internal_value=0.001562 0.00109925 0.00159045 0.000753646 0.000137094 0.00234751 -0.000521739 0.000506513 0.000628217 0.000735066 0.00246682 0.00131092 -0.000218456 -0.00211296 -0.00660241 -0.0102373 -0.00262857 -0.00133333 0.00334122 0.00214286 -0.00312329 -0.00730435 0.00274439 0.00125557 -0.00556522 -0.00774312 -0.013561 -0.00423529 0.00296827 -0.00040367 internal_weight=20886 16575 10973 5212 5602 5761 230 4683 4508 4386 5531 1071 531 301 83 59 175 150 4311 840 73 46 4460 583 138 109 41 68 3877 218 internal_count=20886 16575 10973 5212 5602 5761 230 4683 4508 4386 5531 1071 531 301 83 59 175 150 4311 840 73 46 4460 583 138 109 41 68 3877 218 is_linear=0 shrinkage=0.04 Tree=94 num_leaves=31 num_cat=0 split_feature=15 31 23 18 24 15 10 27 25 14 18 21 23 25 10 32 34 2 21 31 22 21 24 26 12 22 14 18 0 15 split_gain=10.6387 3.59958 3.13756 4.08062 2.55593 2.95877 3.11353 2.53413 2.2095 2.09307 2.04805 1.6728 1.57703 1.44221 1.31727 1.32126 1.25569 1.2278 1.19739 1.21107 1.14115 1.19899 1.11663 1.5004 1.27872 1.11002 1.07673 1.0763 1.05993 2.90721 threshold=95.385000000000005 114.36364583333334 -5.7000000000000002 109.63500000000001 -3.8399999999999959 7.0050000000000008 0.91597561503675351 -5.0650000000000039 12.885 -0.43733099657705293 97.085000000000022 95.465000000000018 1.7900000000000029 -18.934999999999999 -0.60355339059327384 29.448152178459349 94.995000000000019 4.5000000000000009 111.53500000000001 77.017291666666679 -60.554999999999993 -1.5699999999999998 1.0000000180025095e-35 -43.224999999999987 -0.22252093395631442 100.00500000000001 0.90803977035715633 79.13000000000001 13.500000000000002 46.115000000000009 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 12 22 7 14 11 -10 -11 27 13 20 15 -7 -16 -9 19 -4 21 -1 -6 24 -24 26 -8 -2 29 -19 right_child=1 -3 18 -5 5 6 25 17 9 10 -12 -13 -14 -15 16 -17 -18 28 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.33629222074968762 -0.22466438666704613 0.33379673009212729 0.030132348858207526 0.09666380387694623 0.018005619934920839 0.00013083525105999583 0.0031681101370706079 0.16479668334553743 -0.11571959713669713 -0.26508721013179964 -0.12174752691223717 0.0093721210823599025 -0.061440159255939916 0.014066251549611676 -0.089725487854212693 -0.26928966000296067 0.089348170205605107 -0.12617814990115392 0.37233240435664722 0.16083202932774665 -0.0097841696131203745 0.0020157737631598346 -0.11595101657907581 -0.027434738557282495 -0.019945976402501727 -0.38198020353322537 -0.16321849246486558 -0.046382738121869611 0.22686921103906779 0.053598825801445149 leaf_weight=23 27 3638 569 1154 343 123 65 2334 72 34 40 251 248 4561 117 77 531 81 2072 1361 1502 20 26 423 44 21 22 191 449 467 leaf_count=23 27 3638 569 1154 343 123 65 2334 72 34 40 251 248 4561 117 77 531 81 2072 1361 1502 20 26 423 44 21 22 191 449 467 internal_value=0.00154477 0.00254182 0.00192064 0.000517807 0.000727368 0.00139215 0.00181666 0.00198995 -0.00211382 -0.00641096 -0.0111351 -0.000776119 0.000191376 0.000318376 3.7736e-05 -0.0028 0.00091358 0.00248694 0.00254073 0.00182383 -0.000737864 -0.00716279 -0.000784689 -0.00200406 -0.00742857 -0.00488889 -0.00289655 -0.00333945 0.00131194 0.000131387 internal_weight=20886 9409 5771 1769 11477 5123 4287 4179 615 146 74 469 6354 6106 848 200 648 3331 4002 1930 1545 43 836 493 70 108 87 218 997 548 internal_count=20886 9409 5771 1769 11477 5123 4287 4179 615 146 74 469 6354 6106 848 200 648 3331 4002 1930 1545 43 836 493 70 108 87 218 997 548 is_linear=0 shrinkage=0.04 Tree=95 num_leaves=31 num_cat=0 split_feature=33 23 31 16 9 10 14 9 0 15 0 0 13 13 14 33 18 16 27 22 22 15 3 19 18 20 0 29 33 19 split_gain=10.1702 5.53474 2.68287 2.53814 2.55711 1.69161 1.7878 1.46239 1.87621 2.30666 1.73354 1.5329 2.21417 1.6515 1.40183 1.75587 1.83642 1.89232 1.40007 1.63936 1.34551 1.23759 1.18548 1.1359 2.11887 1.07738 1.02682 1.41144 1.86069 1.02039 threshold=80.990000000000023 5.7599999999999989 64.111250000000013 54.535000000000004 0.91597561503675362 -0.60355339059327384 0.011826144619637555 -0.37940952255126059 18.500000000000004 104.07500000000002 7.5000000000000009 21.500000000000004 -0.85227431625818906 0.96687895796550427 0.18281312110578132 76.425000000000011 82.295000000000016 122.95 -10.879999999999987 97.735000000000014 62.005000000000003 105.21500000000002 269.50000000000006 103.55500000000002 101.39500000000002 1.405 5.5000000000000009 87.055873942522936 29.195000000000004 115.81000000000002 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 5 -1 7 6 -3 8 -5 11 22 12 -10 -14 15 16 17 18 -12 -20 -17 23 29 -18 -25 -2 27 28 -4 -9 right_child=25 2 26 4 -6 -7 -8 10 9 -11 14 -13 13 -15 -16 20 21 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.008090821414715366 -0.15813826485584373 -0.46702953261207197 0.022119367831155944 0.17259969410790849 0.13417983302978231 0.088740096706967184 -0.012918326236454367 0.054187303311492803 -0.42541368977858818 0.10082809133839772 0.0024487528423436469 0.02147482363312472 -0.018245090647695802 -0.10314468309093318 0.021899222854482772 -0.88590199654383373 -0.015805421212667599 -0.45341954657516814 -0.1274959036990744 -0.43191139215322316 -0.034302245351168596 0.031880717280957593 -0.021909199517385205 0.0084698541694270008 -0.37491982402043295 0.25953154242473342 0.32471184126181724 0.069624031601723382 -0.18957867215901469 -0.10245787240041403 leaf_weight=2664 37 38 20 873 933 1215 111 2303 34 717 158 262 318 22 1068 20 1230 21 106 32 43 425 433 37 22 4483 3109 90 21 41 leaf_count=2664 37 38 20 873 933 1215 111 2303 34 717 158 262 318 22 1068 20 1230 21 106 32 43 425 433 37 22 4483 3109 90 21 41 internal_value=0.00155051 0.00108664 0.00226238 0.000626424 0.000944384 0.000774194 -0.00324832 0.000717698 0.00159209 0.000659276 0.000389965 -0.00109434 -0.00273797 -0.00176471 -0.000250474 -0.000851958 -0.000647957 -0.00344479 -0.00262162 -0.00556522 -0.00742857 -0.000130688 0.00111919 -0.000747866 -0.00616949 0.00323009 0.00288889 -0.000580153 -0.00673171 0.0014744 internal_weight=20886 16366 4604 11762 9098 1364 149 8165 2226 1353 5939 636 374 340 3162 2094 2031 317 296 138 63 1714 2777 1289 59 4520 3240 131 41 2344 internal_count=20886 16366 4604 11762 9098 1364 149 8165 2226 1353 5939 636 374 340 3162 2094 2031 317 296 138 63 1714 2777 1289 59 4520 3240 131 41 2344 is_linear=0 shrinkage=0.04 Tree=96 num_leaves=31 num_cat=0 split_feature=15 31 24 0 10 14 29 15 16 27 19 31 0 31 10 16 18 10 31 13 19 20 36 28 22 22 14 21 21 20 split_gain=10.155 4.19828 4.51663 2.01693 1.99571 1.92544 1.8946 1.78528 1.42249 1.50168 1.69899 1.36384 1.26065 2.09562 1.22424 1.51497 1.21998 1.19526 1.50055 1.26276 1.16101 1.1515 1.08671 1.28433 1.06813 1.06357 1.0236 1.51832 1.2616 1.17649 threshold=120.05500000000002 62.196875000000006 -3.8399999999999959 1.0000000180025095e-35 -0.60355339059327384 0.3484035575467645 122.97062758594619 19.965000000000003 133.52000000000001 14.539999999999987 114.94500000000001 61.744375000000012 10.500000000000002 68.294166666666683 0.37940952255126048 81.165000000000006 66.735000000000014 -0.98296291314453399 68.650625000000005 0.58481550752069722 96.075000000000003 108.46500000000002 49.872560564913861 92.457958198399908 112.80500000000002 -60.554999999999993 -0.18493013702746822 69.770000000000024 -9.9649999999999981 22.645000000000007 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 6 -4 5 12 8 -6 9 17 -11 25 13 -5 -9 -16 -13 18 19 -3 -10 -2 23 -15 -22 -1 27 28 -20 -29 right_child=21 2 3 4 7 -7 -8 14 20 10 -12 16 -14 22 15 -17 -18 -19 26 -21 24 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.21100848060972735 0.18348864142332366 -0.029013175030702935 -0.29660783564288906 -0.50024036759956636 -0.015112256082749855 0.11886686961039816 0.15047582397303078 0.25038000797396714 0.013066607297589506 -0.017422258269959624 -0.10253172286343677 -0.029705242695388715 0.0019811181976697907 -0.2238130264379575 -0.025457543243233322 0.073583206047301591 -0.19622666962163529 0.027496628605185772 -0.19163181432865048 -0.3022732033006747 -0.12552579509317208 0.54256667101470846 -0.33216889298635133 0.022861266201285507 0.012355902964551682 0.0017301477178173999 0.041898034264250969 -0.39927849511393815 0.043719894577386176 -0.12860844503469498 leaf_weight=43 1238 23 24 20 196 548 598 3433 65 676 44 46 255 52 238 790 31 4928 22 24 70 3073 26 93 26 3931 184 21 121 47 leaf_count=43 1238 23 24 20 196 548 598 3433 65 676 44 46 255 52 238 790 31 4928 22 24 70 3073 26 93 26 3931 184 21 121 47 internal_value=0.00149114 0.00104133 0.00140339 0.00223789 0.00228703 0.00065996 0.000711929 0.00263431 0.000506159 0.000604269 -0.00111111 -7.80053e-05 -0.00129148 -0.00374869 0.00279848 0.00158755 -0.00535065 0.000834265 -0.00115837 -0.00791489 -0.00320497 0.0032206 -0.00231579 -0.000965517 -0.006 2.41572e-05 -0.00035443 -0.00225592 8.39162e-05 -0.00717647 internal_weight=20886 16575 12524 5675 5651 994 6849 4657 6251 6090 720 4051 446 191 4461 1028 77 5370 442 47 161 4311 171 145 96 3974 395 211 143 68 internal_count=20886 16575 12524 5675 5651 994 6849 4657 6251 6090 720 4051 446 191 4461 1028 77 5370 442 47 161 4311 171 145 96 3974 395 211 143 68 is_linear=0 shrinkage=0.04 Tree=97 num_leaves=31 num_cat=0 split_feature=15 15 23 31 27 13 11 0 3 24 20 24 27 32 17 9 2 24 7 15 3 34 21 14 15 14 23 31 20 8 split_gain=9.70818 4.03999 3.24232 2.29294 2.19177 2.02904 1.92308 1.74078 1.31483 1.2425 1.20042 1.14664 1.61111 2.35577 1.12428 1.12268 1.2752 1.63765 1.09826 1.70172 1.62686 1.13829 1.10666 1.0681 1.70342 1.48835 1.47465 0.996802 1.04137 2.56422 threshold=122.31250000000001 61.615000000000009 -3.6850000000000018 74.245208333333338 -29.970000000000002 -0.93545489084327571 1.0000000180025095e-35 1.0000000180025095e-35 99.500000000000014 8.5449999999999999 108.46500000000002 -3.6650000000000058 25.260000000000012 20.716629932011017 36.130000000000003 0.78656609248549325 4.5000000000000009 7.8000000000000016 1.0000000180025095e-35 137.01000000000002 117.50000000000001 152.49000000000004 104.09500000000001 -0.99465740988130902 -32.919999999999995 -0.99864786094873803 26.799999999999994 73.9947916666667 96.405000000000015 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 23 4 14 5 6 -3 8 -5 -7 18 12 -9 -14 -4 27 -17 -18 -2 20 21 -20 -22 24 -1 -26 -25 28 29 -16 right_child=10 2 3 7 -6 9 -8 11 -10 -11 -12 -13 13 -15 15 16 17 -19 19 -21 22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-4.4440587636414532 0.29424703202893088 -0.021318106861541199 0.39427705870421959 -0.22016661894330125 0.029649829733434038 0.0035043824366508347 -0.46277836602688455 0.068039411629580965 0.041136588406993184 -0.14622876573621546 0.57010093195982814 0.17015680982457604 -0.25553984482465308 0.015725756706082186 -0.0014467701550303126 0.18762941113978923 0.02336700146678564 -0.23960760928825886 0.044270656966737078 0.53478441219890949 -0.064518294937010834 -0.20402415927294168 0.1491731710455674 -0.00027216061516912486 0.095649665292594541 -0.11611325185433075 0.24424714906143191 -0.21753857025773124 0.064381612404851574 -0.14485840314165319 leaf_weight=20 708 26 361 22 4591 191 26 1282 26 64 2905 3747 20 52 666 475 123 24 20 175 77 38 78 4262 83 74 261 22 358 109 leaf_count=20 708 26 361 22 4591 191 26 1282 26 64 2905 3747 20 52 666 475 123 24 20 175 77 38 78 4262 83 74 261 22 358 109 internal_value=0.00145858 0.00103879 0.00142306 0.00195801 0.000627195 -0.00264495 -0.00984615 0.00241523 -0.00516667 -0.00117647 0.00323019 0.00248657 0.00148892 -0.00433333 0.000856876 0.000443444 0.0018135 -0.00144218 0.00210219 0.000391753 -0.00200939 -0.00772414 0.000129032 4.25533e-05 -0.00300565 -0.0016051 0.00016184 -0.000294372 -0.000130627 -0.000954839 internal_weight=20886 16885 12185 7287 4898 307 52 5149 48 255 4001 5101 1354 72 2138 1777 622 147 1096 388 213 58 155 4700 177 157 4523 1155 1133 775 internal_count=20886 16885 12185 7287 4898 307 52 5149 48 255 4001 5101 1354 72 2138 1777 622 147 1096 388 213 58 155 4700 177 157 4523 1155 1133 775 is_linear=0 shrinkage=0.04 Tree=98 num_leaves=31 num_cat=0 split_feature=15 15 23 33 10 0 10 14 24 9 25 35 18 22 9 36 15 2 23 34 20 15 20 18 32 13 36 12 10 25 split_gain=9.78492 4.25334 3.78427 2.6649 2.35125 2.9749 2.59597 2.33208 4.70615 1.88718 2.18384 1.86687 1.76209 1.45223 1.44157 1.437 1.32752 1.30614 2.02748 1.74586 1.27374 1.26661 1.26107 1.32813 2.29909 1.23758 2.09174 1.46345 1.22501 1.16667 threshold=130.55500000000004 67.365000000000023 -10.570000000000002 81.595000000000013 -0.60355339059327384 13.500000000000002 0.37940952255126048 -0.11692317777808843 3.8633333333333337 0.12940952255126045 -3.2399999999999971 136.95330357142859 124.75500000000001 0.092500000000000013 -0.91597561503675329 34.443060769720795 0.092500000000000013 5.5000000000000009 -4.8849999999999971 104.41000000000001 123.47000000000001 92.385000000000005 118.01000000000001 82.295000000000016 42.789804555738669 -0.97509794945709805 40.108466508076383 -0.56174490092936669 1.0000000180025095e-35 -18.484999999999996 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 12 4 5 13 17 -8 11 10 29 20 15 -4 16 21 -1 -6 -19 28 25 -3 23 24 -17 26 -9 -28 -20 -10 right_child=-2 2 3 -5 6 -7 7 8 9 -11 -12 -13 -14 -15 -16 22 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.030114834421374317 0.59938798570431451 0.14616524077531043 -0.4394862148094858 0.20771573528887696 0.23209751877011886 0.15783675086207979 0.080239511663406787 -0.16410484285473725 -0.12241434148189484 -0.066904465440561264 -0.43479095196153095 -0.17787371012471159 0.048746796548538626 -0.013324260643694626 -0.00090111346562712273 0.0048952243046902844 0.41314855936254274 -0.27150886805292668 0.025115992656783687 0.097545021796973386 -0.16053663402894244 -0.019890379056801546 -0.24173349276424477 -0.016488521154679071 -0.93486404325865058 0.039300575487851368 -0.45825351575635248 0.081118117386375435 -0.1890749544991342 0.050888339032218489 leaf_weight=144 2893 184 52 2172 2930 386 2051 26 21 52 43 30 1017 1049 4888 31 429 34 22 298 22 148 65 869 26 880 22 60 21 21 leaf_count=144 2893 184 52 2172 2930 386 2051 26 21 52 43 30 1017 1049 4888 31 429 34 22 298 22 148 65 869 26 880 22 60 21 21 internal_value=0.00142603 0.00107886 0.00148484 0.0018179 0.0014813 4.57298e-05 0.00180805 0.00100124 -0.000418012 -0.00738686 -0.0110588 0.0005 3.41882e-05 -0.00101362 0.000147226 -0.000928193 0.00204538 0.00259607 0.000373333 0.00130205 0.000792079 0.0013494 -0.00169122 -0.00131317 -0.00722807 0.00100405 -0.00303704 9.75611e-05 -0.00623256 -0.00457143 internal_weight=20886 17993 12532 10192 8020 1487 6533 3228 1177 137 85 1040 2340 1101 5461 1323 573 3305 375 341 1010 332 991 926 57 988 108 82 43 42 internal_count=20886 17993 12532 10192 8020 1487 6533 3228 1177 137 85 1040 2340 1101 5461 1323 573 3305 375 341 1010 332 991 926 57 988 108 82 43 42 is_linear=0 shrinkage=0.04 Tree=99 num_leaves=31 num_cat=0 split_feature=31 23 7 15 34 15 13 16 17 23 0 2 33 23 27 26 23 10 18 15 33 15 23 18 21 10 15 24 23 20 split_gain=9.3192 5.36515 2.7089 3.09898 2.29404 2.54471 2.11797 2.38032 1.85045 3.19685 1.74634 1.53925 1.58102 2.07062 1.52523 1.6129 1.54546 1.21169 1.20219 1.71041 1.19923 1.0505 1.50943 1.04099 0.991857 1.4894 1.7561 0.989899 1.15294 1.57563 threshold=114.36364583333334 9.3149999999999995 1.0000000180025095e-35 69.135000000000005 122.16000000000001 -0.044999999999999991 0.66527693225344786 136.00500000000002 139.12500000000003 -6.9150000000000018 5.5000000000000009 1.0000000180025095e-35 -0.14999999999999999 -24.594999999999995 11.680000000000009 -77.74499999999999 -3.3550000000000035 0.91597561503675351 120.05500000000002 102.50500000000001 -30.639999999999997 134.50500000000002 -16.554999999999996 119.605 82.235000000000014 0.37940952255126048 89.895000000000024 -22.755000000000003 -3.2700000000000049 77.605000000000004 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 23 10 -6 20 11 9 -9 -3 -8 13 -13 16 -16 -5 -7 19 24 -4 22 -2 -1 -17 -26 -27 -15 -29 -30 right_child=21 4 6 14 5 17 7 8 -10 -11 -12 12 -14 27 15 18 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=0.0016057920930243079 -0.0041498993297199799 -0.17051508451096692 -0.1303235035647177 0.033350671611554965 -0.038940638239718245 0.40792120849009911 0.0829972290997395 -0.45776631499094295 -0.00068468175158221348 -0.077829753603529589 0.1016847291841087 0.015807218642689892 -0.011985440805197872 -1.0742001322122325 -0.12374341930105243 0.043029313762937289 0.096874170759198963 -0.07680110335345991 0.066334124406339012 -0.24606463367201223 0.010891349791965868 0.92995753945684811 0.19798604608261966 -0.1603144307487733 0.21007829223769922 -0.17125209058610541 -0.00013436128589715767 -0.13009517869401804 -0.16160354658886508 -0.38357132152926454 leaf_weight=4067 235 32 107 3064 78 2641 83 29 31 21 985 68 404 36 25 95 2993 52 380 21 1389 1568 2203 55 46 41 41 45 21 30 leaf_count=4067 235 32 107 3064 78 2641 83 29 31 21 985 68 404 36 25 95 2993 52 380 21 1389 1568 2203 55 46 41 41 45 21 30 internal_value=0.00140688 0.000995261 0.000611671 0.000874769 0.00232101 0.00291736 -0.000646643 -0.00235417 -0.00883951 -0.0136 0.000696165 -0.00158952 -0.00229139 -0.0052 0.00140531 -0.000437596 0.00160277 0.00312365 -3.84614e-05 -0.00222951 0.000229947 0.00314129 0.00262182 1.1645e-05 -0.00120179 -0.0035 -0.00673171 -0.00812121 -0.006 -0.0101176 internal_weight=20886 16880 13092 10828 3788 2771 2264 768 81 50 1017 687 604 200 6706 649 6057 2693 624 244 1496 4006 2438 4122 223 128 82 132 96 51 internal_count=20886 16880 13092 10828 3788 2771 2264 768 81 50 1017 687 604 200 6706 649 6057 2693 624 244 1496 4006 2438 4122 223 128 82 132 96 51 is_linear=0 shrinkage=0.04 Tree=100 num_leaves=31 num_cat=0 split_feature=15 15 27 2 0 24 0 3 18 9 35 10 23 10 10 31 24 17 18 19 19 15 10 32 15 31 6 36 36 35 split_gain=9.32967 4.3606 3.94495 1.84177 1.9141 1.79008 1.67034 2.83958 1.51254 1.43463 1.50174 1.60204 2.04787 1.34881 1.31525 1.41483 1.22935 1.19202 1.16667 1.16306 1.14469 1.09844 1.08969 2.24889 1.43496 1.68987 1.46244 1.16129 1.10827 1.10592 threshold=135.15500000000003 84.605000000000004 -8.3550000000000093 4.5000000000000009 13.500000000000002 -11.295 22.500000000000004 133.50000000000003 121.70500000000001 0.91597561503675362 101.40005952380955 0.60355339059327384 -6.2349999999999985 -0.60355339059327384 0.78656609248549303 82.61041666666668 -8.0150000000000059 97.415000000000006 91.310000000000016 67.355000000000004 10.030000000000001 1.405 -0.98296291314453399 14.343894052489247 10.205000000000002 94.577083333333348 1.0000000180025095e-35 29.516500133609473 45.696545666734359 65.18802083333334 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 13 6 -5 8 9 -8 -4 10 22 19 17 -3 15 -7 -14 -13 -9 -12 -15 -11 23 -1 25 27 -26 29 -28 -24 right_child=-2 2 5 4 -6 14 7 18 -10 21 11 12 16 20 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 26 -27 28 -29 -30 -31 leaf_value=-0.22964957767938102 0.69181117684301219 -0.02636949422076855 -0.017005296489838374 -0.025782927705682947 0.022348087817279066 0.1262116170431202 0.010882710466943753 -0.49766692662386236 0.097212878684388257 -0.028903732140377888 -0.10261352737080587 0.029103838603544766 -0.045402647146117629 -0.061889215723047564 0.039647805756052028 0.23421638046451967 -0.16274030486003768 -0.46331697707771335 -0.2770533319873677 0.05756562804253914 0.037545363001211467 0.19143324563289882 -0.14252992627989247 -0.0080157843444541698 0.051188422114529675 -0.084138268190457513 -0.34451775062566131 0.0018302388563845285 0.0179696527922889 0.012280846502210171 leaf_weight=23 2429 680 619 1879 1230 1143 75 21 1635 50 84 64 31 29 749 3363 21 25 21 171 1540 744 21 291 3190 20 42 644 32 20 leaf_count=23 2429 680 619 1879 1230 1143 75 21 1635 50 84 64 31 29 749 3363 21 25 21 171 1540 744 21 291 3190 20 42 644 32 20 internal_value=0.00138964 0.00108295 0.00166346 0.000431774 -0.000348665 0.00210361 0.000865832 -0.00386325 0.0011606 0.000966929 0.00070015 -0.00165657 -0.00507801 0.000193864 0.00250809 0.00276609 -0.0113846 -0.00139326 -0.0121905 0.000235294 0.000838751 0.00253904 0.000918048 -0.00135032 0.00109751 -0.000539007 0.00145098 -0.000204379 -0.00410811 -0.00673171 internal_weight=20886 18457 9758 8699 3109 7509 5590 117 2254 5473 4679 396 141 2249 5255 4506 52 89 42 255 1569 794 4283 314 3969 705 3264 685 74 41 internal_count=20886 18457 9758 8699 3109 7509 5590 117 2254 5473 4679 396 141 2249 5255 4506 52 89 42 255 1569 794 4283 314 3969 705 3264 685 74 41 is_linear=0 shrinkage=0.04 Tree=101 num_leaves=31 num_cat=0 split_feature=15 15 9 23 24 9 0 14 24 29 0 23 27 15 23 14 11 22 21 18 36 23 36 19 23 24 13 15 0 13 split_gain=9.28545 3.4518 3.33367 2.35604 1.98092 1.81837 2.62608 5.41719 3.99053 1.89685 1.58893 1.36029 1.35152 2.36229 1.26119 2.04368 1.95841 1.36671 1.33954 1.16767 1.16228 1.3667 1.15039 2.46721 2.04595 1.43182 1.13338 1.65949 1.11477 1.87208 threshold=123.58500000000002 68.00500000000001 0.91597561503675362 -14.204999999999997 9.3500000000000032 -0.37940952255126059 18.500000000000004 -0.15101602693478741 -6.1149999999999949 118.42037603998168 8.5000000000000018 25.985000000000003 -17.980000000000022 143.14000000000001 2.3449999999999993 0.86439018870140905 1.0000000180025095e-35 -2.1499999999999999 78.305000000000021 -60.004999999999988 34.443060769720795 5.3099999999999961 36.122177385998064 118.34000000000002 7.3650000000000029 27.665000000000003 -0.99467753128998015 85.055000000000021 10.500000000000002 0.86548282553247169 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 3 4 -3 6 -5 -8 -9 10 26 -1 13 28 17 16 18 -12 -16 -13 -18 -22 23 24 -10 -26 27 -7 29 -2 right_child=12 2 -4 5 -6 9 7 8 22 -11 14 19 -14 -15 15 -17 20 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-7.0473693342286654e-06 -0.0026283630543219127 -0.0045458084080727294 0.18713139125735165 0.22756200279688288 -0.35788655333849206 -0.11190799000833676 0.26558571911321177 0.056573316004872906 -0.062479594426432923 0.13824304025971315 -0.41695000880621619 -0.07898120030924545 0.51701893169795088 0.53367551447606709 -0.2121813299199902 0.11400255936276012 -0.069282554526771331 0.007762789575312741 0.033856484480491188 0.31920248985875238 -0.10704383864148959 -0.31776394733503521 -0.11797561148014653 -0.22595467722295734 -0.24308459147921194 -0.12628066833622797 0.048850148287520663 0.075725378283184652 0.042518126046764443 -0.10391102664045775 leaf_weight=5210 107 1351 1753 1801 22 29 804 287 104 701 24 52 2998 465 35 109 31 1424 94 290 23 27 115 29 22 28 2631 43 244 33 leaf_count=5210 107 1351 1753 1801 22 29 804 287 104 701 24 52 2998 465 35 109 31 1424 94 290 23 27 115 29 22 28 2631 43 244 33 internal_value=0.0013724 0.000971653 0.00136746 0.00107828 -0.000457392 0.00133046 0.0020815 0.000774658 -0.00215385 0.000867144 0.000563759 0.000152738 0.00314739 0.00173852 -0.000368987 -0.00264577 -0.00495238 0.000132597 -0.00189147 0.00259649 -0.00982716 -0.0136 -0.00539597 -0.00736612 -0.00535065 -0.012 0.00117351 -0.00377778 -0.000583333 -0.00342857 internal_weight=20886 17039 11487 9734 1373 8361 3190 1389 585 5171 4470 5552 3847 849 1767 319 210 1448 129 342 81 50 298 183 154 50 2703 72 384 140 internal_count=20886 17039 11487 9734 1373 8361 3190 1389 585 5171 4470 5552 3847 849 1767 319 210 1448 129 342 81 50 298 183 154 50 2703 72 384 140 is_linear=0 shrinkage=0.04 Tree=102 num_leaves=31 num_cat=0 split_feature=15 31 23 24 2 9 35 36 27 16 24 0 29 0 32 10 15 22 24 27 10 0 20 15 27 32 35 24 26 14 split_gain=9.42624 3.37959 3.09283 1.9455 1.56047 2.86086 1.78553 1.88679 1.67082 1.55298 1.49299 1.55422 1.45922 1.4273 2.19115 1.31449 1.27746 1.24565 1.70173 1.53707 1.25797 1.22095 1.40996 1.20842 1.99228 1.18654 1.95312 1.46838 1.3404 1.09862 threshold=123.58500000000002 92.19625000000002 -13.334999999999999 39.800000000000004 4.5000000000000009 0.91597561503675362 103.27104166666668 45.109503259415611 28.440000000000008 -20.039999999999996 -5.4349999999999978 22.500000000000004 118.42037603998168 21.500000000000004 69.877730669451552 0.78656609248549303 1.405 107.13500000000001 19.035000000000004 0.95999999999998675 -0.12940952255126037 15.500000000000002 96.075000000000003 137.01000000000002 -8.3550000000000093 45.896783875786682 109.42300595238096 -31.794999999999998 -7.2549999999999946 0.82777578779003613 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 29 4 5 6 -1 25 16 -5 12 -12 -4 14 17 -9 -7 -6 19 20 -19 22 -21 24 -2 26 27 -8 -29 -3 right_child=23 2 10 9 13 8 7 15 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0092785920509108506 0.0037421168649638126 -0.021188377889403136 0.022711379957841674 -0.069092669283748201 -0.0035559657623449514 -0.027747300959989403 -0.13046455111216076 0.10491941040837736 -0.30505253199088861 0.37059708452098333 0.15989276487182472 -0.24442235233116175 0.1453366756235471 0.05417846961622616 -3.659295022027846 -0.16094073832280339 0.24094166885798468 0.18139331770956987 0.13722887862041866 -0.45253593714673657 -0.16723492955724553 -0.18316658324979618 0.10975461938502684 0.69265375793508699 0.39509119442180307 0.086756424255356762 -0.030421225374147948 -0.13589230835856142 -0.48908598644160123 0.099221077691095796 leaf_weight=5557 529 677 1559 69 2828 50 27 114 24 914 2743 25 681 318 28 37 890 34 58 20 73 22 23 2276 1042 33 64 28 25 118 leaf_count=5557 529 677 1559 69 2828 50 27 114 24 914 2743 25 681 318 28 37 890 34 58 20 73 22 23 2276 1042 33 64 28 25 118 internal_value=0.001359 0.000955221 0.0017391 0.000550374 0.000387399 0.00073529 0.000404418 -0.00246341 0.00275519 0.00225025 0.00210703 0.00272832 0.00133929 -0.000312573 -0.000575502 0.000821192 0.00302128 -0.000473512 -0.00330435 -0.00530233 -0.00235514 -0.0101538 -0.00623256 0.00314739 0.00229408 -0.00526554 -0.00683333 -0.011 -0.0148679 -0.000578616 internal_weight=20886 17039 5803 11236 10253 6849 5885 328 964 983 5008 2768 2240 3404 3086 151 940 3058 230 172 107 65 43 3847 1571 177 144 80 53 795 internal_count=20886 17039 5803 11236 10253 6849 5885 328 964 983 5008 2768 2240 3404 3086 151 940 3058 230 172 107 65 43 3847 1571 177 144 80 53 795 is_linear=0 shrinkage=0.04 Tree=103 num_leaves=31 num_cat=0 split_feature=15 15 23 33 10 0 10 14 24 25 20 23 18 0 15 14 3 34 17 21 31 17 16 34 28 18 31 2 20 17 split_gain=9.26781 3.79437 3.54257 2.14675 1.74847 2.66384 2.3132 1.73299 4.28312 2.23211 2.00155 1.58874 1.52322 1.36991 1.40508 1.3354 1.28825 1.22713 1.32132 1.27414 1.25979 1.38306 1.22205 1.87187 2.03369 1.27621 1.06976 1.37516 1.84381 1.1113 threshold=130.55500000000004 69.845000000000013 -9.9950000000000028 83.095000000000013 -0.60355339059327384 13.500000000000002 0.37940952255126048 -0.11692317777808843 6.2950000000000026 -4.9900000000000047 129.37500000000003 29.47000000000001 124.75500000000001 18.500000000000004 108.63500000000001 0.42763731121559989 306.50000000000006 115.30000000000001 93.035000000000011 32.150000000000006 87.761666666666684 90.675000000000026 133.52000000000001 165.32000000000002 124.884279192471 90.00500000000001 82.61041666666668 5.5000000000000009 85.305000000000021 82.705000000000013 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 12 4 5 16 26 -8 10 -10 -9 -1 22 -5 -15 -11 17 -4 19 -19 -21 -22 -3 25 -25 -24 27 -6 -29 -30 right_child=-2 2 3 13 6 -7 7 8 9 15 -12 -13 -14 14 -16 -17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 28 29 -31 leaf_value=9.4272076660887539e-05 0.51485188056301712 -0.0074114421161075115 0.023195197184607882 0.20128356580993612 0.16141073662510774 0.15363419562047717 0.071924102594515579 0.011963025870120528 -0.054578784358423345 -0.46799800766902389 -0.23228567454047766 0.25341666928331569 0.045362511484433848 -0.31010361008943216 0.10818204937210574 -0.21148058335875597 0.12702449824624235 -0.54153032826900915 -0.030108661189817833 -0.34808795791478686 0.046692632867583975 -0.18889889238759239 -0.27271510293264561 -0.13070148517749311 -0.003176111384148801 0.0017718330872289751 0.22355938119940141 -0.19522591024208791 0.10496176556508817 -0.081175594205862053 leaf_weight=5492 2893 1133 211 1761 1205 382 2005 994 58 34 20 308 1062 34 135 21 192 32 434 96 72 21 23 34 33 139 1852 35 124 51 leaf_count=5492 2893 1133 211 1761 1205 382 2005 994 58 34 20 308 1062 34 135 21 192 32 434 96 72 21 23 34 33 139 1852 35 124 51 internal_value=0.00134559 0.00100773 0.00140835 0.00174798 0.00145376 0.000194445 0.00173715 0.000960409 -0.000294587 -0.00768142 0.0005286 0.000165517 3.96041e-05 0.00294301 -0.000497041 -0.0134545 -0.000839319 -0.00149654 -0.00235114 -0.00486878 -0.00361905 -0.000301075 -0.000845815 -0.00351092 -0.00913433 -0.00118519 0.00248179 0.00165371 -0.00133333 0.000342857 internal_weight=20886 17993 12193 9769 7839 1440 6399 3132 1127 113 1014 5800 2424 1930 169 55 1058 866 655 221 189 93 1362 229 67 162 3267 1415 210 175 internal_count=20886 17993 12193 9769 7839 1440 6399 3132 1127 113 1014 5800 2424 1930 169 55 1058 866 655 221 189 93 1362 229 67 162 3267 1415 210 175 is_linear=0 shrinkage=0.04 Tree=104 num_leaves=31 num_cat=0 split_feature=15 15 23 33 9 9 0 14 18 33 18 33 36 31 24 17 23 9 19 18 0 17 31 33 19 23 32 33 28 15 split_gain=9.08604 4.06248 3.16594 2.28699 1.72728 2.24686 1.74332 4.34939 2.2816 1.80312 1.70953 1.69466 1.55736 1.46818 1.58735 2.65252 1.45204 1.44629 1.21268 1.19535 1.12974 1.18473 1.59138 1.78335 1.33632 3.0158 1.32253 1.23 1.33879 1.21379 threshold=135.15500000000003 69.845000000000013 -9.9950000000000028 88.265000000000015 0.91597561503675362 -0.37940952255126059 18.500000000000004 -0.15101602693478741 83.115000000000009 57.410000000000004 106.52500000000002 83.095000000000013 40.804797745100664 62.556666666666679 52.509999999999998 72.625000000000014 29.47000000000001 -0.70710678118654735 121.70500000000001 -60.004999999999988 8.5000000000000018 122.95 101.80416666666667 80.990000000000023 92.715000000000018 -3.7950000000000084 47.232752049267539 -45.889999999999993 98.293684905602944 101.39500000000002 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 10 4 5 6 -4 -8 9 13 11 12 -3 14 15 -9 -1 -14 -10 -18 -7 22 26 24 -24 -26 -22 -28 -29 -27 right_child=-2 2 3 -5 -6 20 7 8 18 -11 -12 -13 17 -15 -16 -17 19 -19 -20 -21 21 -23 23 -25 25 29 27 28 -30 -31 leaf_value=9.0501193594441523e-05 0.60566982418051796 0.013955352182418914 0.20896871867634037 0.20864676659265269 0.14831220280285357 0.046464928298223275 0.23991098019632573 -0.40645375762397024 0.11983877399434265 -0.25522336986622651 0.018007890241569371 -0.34064687214584122 -0.18151314195641469 0.0055713893257624027 0.17404126647420445 -0.082536529894149099 -0.095917621872215586 -0.037308904371690356 -0.097058213696196369 0.33566816890701473 0.006598625613880158 0.16587423346725214 -0.045574871647140081 0.033043210158143071 -0.59210999357534855 -0.32006328260729561 0.011186041378763618 -0.80841455019058173 -0.051098452856905938 -0.10224754392555566 leaf_weight=5492 2429 336 1531 1592 1465 2503 969 33 213 46 1789 22 36 115 25 46 44 358 50 264 950 215 77 106 21 21 39 25 30 44 leaf_count=5492 2429 336 1531 1592 1465 2503 969 33 213 46 1789 22 36 115 25 46 44 358 50 264 950 215 77 106 21 21 39 25 30 44 internal_value=0.00133793 0.00103527 0.00143699 0.00175405 0.00149413 0.00123474 0.00205812 0.00108751 -0.00183333 -0.00445283 0.000174735 -0.00142553 -0.00109589 -0.00294064 -0.00638462 -0.00916456 0.000158621 -0.00280203 0.000806084 0.00283117 0.000616224 -0.000240838 -0.000691546 -0.00343494 -0.00606135 -0.00948837 1.53258e-05 -0.00451064 -0.00836364 -0.00523077 internal_weight=20886 18457 12657 10116 8524 7059 3028 1497 528 265 2541 752 730 219 104 79 5800 394 263 308 4031 1528 1313 269 163 86 1044 94 55 65 internal_count=20886 18457 12657 10116 8524 7059 3028 1497 528 265 2541 752 730 219 104 79 5800 394 263 308 4031 1528 1313 269 163 86 1044 94 55 65 is_linear=0 shrinkage=0.04 Tree=105 num_leaves=31 num_cat=0 split_feature=15 15 27 24 0 31 23 21 0 22 13 9 24 18 27 19 31 17 14 2 15 25 15 33 15 34 29 3 10 36 split_gain=9.16708 3.77557 4.03213 2.25471 2.78233 2.77256 2.59237 2.20921 2.02323 1.45469 1.29916 2.37043 1.29208 1.85689 3.30682 1.26946 1.22392 1.21423 1.4535 1.21 1.19899 1.13416 1.39039 1.07785 1.07143 1.05043 1.04143 1.00952 1.00567 1.65885 threshold=96.075000000000003 137.01000000000002 -10.595000000000004 -3.8399999999999959 1.0000000180025095e-35 52.752708333333338 1.7900000000000029 97.470000000000013 20.500000000000004 124.78500000000001 0.94425825643485939 0.60355339059327384 -13.899999999999997 119.00500000000001 12.995000000000006 -9.9649999999999981 77.017291666666679 71.605000000000004 -0.86974577485258975 4.5000000000000009 -2.1499999999999999 4.8050000000000077 128.24500000000003 81.985000000000014 7.0050000000000008 166.87500000000003 87.664199617115187 91.500000000000014 -0.9159756150367534 35.899714477875293 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 7 6 -5 15 -1 9 24 21 -9 -12 13 14 23 20 27 -8 -19 -10 -6 -2 26 -4 -7 -11 -23 -14 29 -26 right_child=1 -3 12 4 5 8 17 10 19 25 11 -13 16 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=0.0035841934796228929 0.0067365996659576122 0.62012673942794183 0.019957457135162785 -0.39772772385119509 0.050955129591083684 -0.00057871328775201927 -0.0085663619653406319 0.050335114608186966 -0.11309278484834719 -0.020017112229343922 -0.014585804518686971 -0.17265976701309518 -0.09292335667157671 0.098411027263527281 -0.39187660530594487 -0.0012965954297090108 0.22649463871468151 -0.21416467930450356 -0.064337486125054563 0.0098966839315210685 -0.16799027060692781 -0.29909099340033096 -0.07275648726363676 -0.30224900235987917 0.096121640346720785 -0.316647761377085 -0.020778971084625023 0.14940242089925046 0.091154649282458602 -0.25911890374591495 leaf_weight=6179 317 2276 117 29 20 387 115 887 20 40 88 21 87 1285 20 1181 3283 28 110 25 23 35 24 22 54 21 140 580 3433 39 leaf_count=6179 317 2276 117 29 20 387 115 887 20 40 88 21 87 1285 20 1181 3283 28 110 25 23 35 24 22 54 21 140 580 3433 39 internal_value=0.00131112 0.00225165 0.00178958 0.000564459 0.00118288 0.00125203 6.3433e-05 7.62888e-06 0.00176655 -0.00196187 0.00114859 -0.00297248 0.00230923 0.00128532 -0.00279245 -0.000411765 0.00268354 -0.00390514 -0.00643478 -0.00666667 -0.00716279 -0.00127132 -0.00363819 -0.000604316 0.00186353 -0.00780328 -0.0024 0.00112144 0.00208281 -0.00202151 internal_weight=20886 9243 6967 11643 5211 5182 6432 1573 3958 577 996 109 5394 1444 159 1224 3950 253 138 45 43 516 199 139 3913 61 175 667 3526 93 internal_count=20886 9243 6967 11643 5211 5182 6432 1573 3958 577 996 109 5394 1444 159 1224 3950 253 138 45 43 516 199 139 3913 61 175 667 3526 93 is_linear=0 shrinkage=0.04 Tree=106 num_leaves=31 num_cat=0 split_feature=31 23 31 28 9 24 22 17 10 25 11 24 24 9 0 0 18 14 21 34 32 33 21 10 23 14 35 17 20 21 split_gain=8.96494 5.35729 2.52309 1.67885 1.84267 1.40133 1.36667 2.46679 1.30195 1.76333 1.66373 1.46518 1.40719 1.29865 1.82087 1.54886 1.82982 2.19764 2.59382 1.3842 1.69563 1.31188 1.88444 1.1441 1.419 1.09945 1.09992 1.45548 1.14286 1.02592 threshold=118.24177083333335 5.7599999999999989 48.936666666666667 55.132525402612174 0.91597561503675362 12.164999999999996 16.910000000000004 64.265000000000015 -0.60355339059327384 -16.724999999999998 -0.8783796973249266 38.715000000000011 14.485000000000001 -0.37940952255126059 7.5000000000000009 18.500000000000004 93.035000000000011 -0.45273527932988084 84.195000000000007 150.92500000000004 19.788864140120889 55.030000000000008 91.405000000000015 0.25881904510252057 12.99 0.36447543099728863 106.62748511904763 92.00500000000001 119.76500000000001 101.71500000000002 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 8 -1 13 6 7 -4 9 12 11 -10 -3 15 29 -5 17 -17 -19 25 -21 22 -20 -8 -25 26 27 -16 -28 -15 right_child=-2 2 5 4 -6 -7 23 -9 10 -11 -12 -13 -14 14 19 16 -18 18 21 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.0058402313797487164 0.24153984052623959 -0.017859096522789893 0.011380520404261064 0.13094143721440255 0.087141494514775125 0.27540151722137862 0.14591175608682791 -0.35602059039110601 -0.16497339209373815 0.024844989456041525 0.078807125206616202 0.0093992324997560356 -0.43458047078936346 0.037431409984835566 -0.088465895773320327 0.10705768865906923 0.084790415577035094 0.0078250304032150796 -0.28570973910137759 -0.30201694483258218 -0.038863687379393309 -0.22537166844900541 -0.086233807550331706 0.0032352585581521573 -0.10304235883487574 0.051507493282431191 -0.17035309869888854 0.0066597358706845114 0.026367887202355292 -0.012309078694892299 leaf_weight=2671 3432 21 56 1005 1045 3426 535 23 34 30 531 40 29 2557 486 162 934 173 26 37 961 38 137 130 40 807 28 1015 28 449 leaf_count=2671 3432 21 56 1005 1045 3426 535 23 34 30 531 40 29 2557 486 162 934 173 26 37 961 38 137 130 40 807 28 1015 28 449 internal_value=0.00129197 0.000924487 0.00204699 0.000486982 0.000727346 0.0024133 0.000887755 -0.00410127 -0.000204379 -0.005 0.000429752 -0.00518919 -0.0096 0.000539636 0.000237437 0.00131717 0.000489796 -0.00137313 -0.00305882 -0.000402141 -0.0016513 -0.00614925 -0.00458896 0.00144681 -0.00141176 0.000125212 -0.000495825 -0.000290473 -0.006 0.000952761 internal_weight=20886 17454 4895 12559 9888 4210 784 79 685 80 605 74 50 8843 6368 2475 1470 536 374 3362 998 201 163 705 170 2364 1557 1501 56 3006 internal_count=20886 17454 4895 12559 9888 4210 784 79 685 80 605 74 50 8843 6368 2475 1470 536 374 3362 998 201 163 705 170 2364 1557 1501 56 3006 is_linear=0 shrinkage=0.04 Tree=107 num_leaves=31 num_cat=0 split_feature=15 24 31 27 15 7 13 28 16 27 23 28 3 24 13 27 0 15 10 3 0 34 23 3 0 14 13 19 36 32 split_gain=9.05294 3.36176 3.18606 1.87771 2.65531 1.51703 4.02534 1.51517 2.15501 1.36409 1.35382 1.31044 1.27811 1.05387 1.2996 0.965966 2.12898 0.958589 1.14165 1.0654 0.946034 0.933387 0.93163 0.92082 0.94583 0.977392 1.46144 1.06608 0.869194 1.2522 threshold=121.09000000000002 -3.8399999999999959 77.017291666666679 -21.450000000000003 149.53500000000003 1.0000000180025095e-35 0.79383249484937135 113.95228916098203 131.35500000000005 -0.76499999999999335 1.7900000000000029 6.9730448667711196 89.500000000000014 41.900000000000006 -0.99763297024448894 -5.0650000000000039 21.500000000000004 19.965000000000003 0.60355339059327384 271.50000000000006 15.500000000000002 91.335000000000022 0.04999999999999858 80.500000000000014 5.5000000000000009 0.029024409397335523 -0.99467753128998015 108.17000000000002 36.424992696981427 28.084572833850817 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 9 4 5 -2 -7 10 -9 13 23 -4 -8 14 -3 -13 -17 22 -19 -20 -12 -15 -11 -1 25 27 -27 -25 29 -24 right_child=3 2 11 -5 -6 6 12 8 -10 17 20 15 -14 21 -16 16 -18 18 19 -21 -22 -23 28 24 -26 26 -28 -29 -30 -31 leaf_value=0.018888808687829935 0.019552592468180967 -0.39929304714803165 -0.10900222169412352 0.39866922266982868 0.52756547027470835 0.0012304661786201687 -0.56033352565024541 0.11398570483108261 -0.022654726441239229 0.034159398976312184 -0.031228455856959367 0.042984709136831535 -0.19830070838730499 -0.14596483751947353 -0.014895457945867645 0.131920489608572 -0.1267380891098106 0.13321909544161176 -0.0079108142746926683 -0.43111076282936522 -0.11092087219634245 0.29418791662966459 -0.072193248194176926 0.048546098111824913 -0.010684415771813425 -0.093470801491833552 -0.0009561383572515874 -0.12397469252726027 -8.1291791688848652e-05 -0.023670480641938385 leaf_weight=1334 277 22 20 3407 336 94 23 1001 273 194 276 788 20 31 1125 3277 36 1447 153 20 39 318 37 1529 3565 35 687 45 405 72 leaf_count=1334 277 22 20 3407 336 94 23 1001 273 194 276 788 20 31 1125 3277 36 1447 153 20 39 318 37 1529 3565 35 687 45 405 72 internal_value=0.00126132 0.000846195 0.00144242 0.00293192 0.00112 -0.00102415 -0.00446715 0.000306922 0.00158242 0.000610879 9.05461e-05 0.00221403 -0.0146047 -0.000331551 -0.000917175 0.00226384 0.00256324 0.00121649 0.00175309 -0.00131792 -0.00247619 0.00159312 -1.12993e-05 0.000202919 -1.29669e-05 0.000620209 -0.000598338 0.00117916 -0.000902724 -0.00407339 internal_weight=20886 16729 7945 4157 750 414 137 8784 1274 3824 7510 4121 43 1496 1147 4101 3313 2328 1620 173 315 349 708 7195 5861 2296 722 1574 514 109 internal_count=20886 16729 7945 4157 750 414 137 8784 1274 3824 7510 4121 43 1496 1147 4101 3313 2328 1620 173 315 349 708 7195 5861 2296 722 1574 514 109 is_linear=0 shrinkage=0.04 Tree=108 num_leaves=31 num_cat=0 split_feature=15 33 23 10 0 0 14 22 0 0 14 15 15 34 16 27 11 23 21 0 3 29 24 34 19 12 23 18 28 16 split_gain=8.9315 3.69916 3.33843 2.13332 2.36454 1.60619 1.50838 1.62303 1.47545 1.53523 1.34896 1.23218 1.23111 1.20414 1.17693 1.46396 1.3 1.14082 1.40629 1.12543 1.29299 1.11842 1.24602 1.08492 1.43355 1.04321 1.01263 2.48449 0.998958 0.996292 threshold=132.85000000000005 88.265000000000015 4.7700000000000005 -0.60355339059327384 5.5000000000000009 22.500000000000004 0.36447543099728863 111.40500000000002 6.5000000000000009 10.500000000000002 0.63089349388778826 -1.0000000180025095e-35 70.055000000000021 122.16000000000001 111.55500000000002 -10.060000000000004 0.6078576107927941 12.99 84.905000000000015 4.5000000000000009 269.50000000000006 118.94600944681711 -36.394999999999989 145.61000000000004 115.81000000000002 1.0000000180025095e-35 -9.9950000000000028 119.94500000000001 55.132525402612174 136.00500000000002 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 8 6 17 -3 7 -4 12 10 21 -6 -1 -13 -15 16 -16 -5 -19 20 23 22 -10 24 -14 -7 27 -22 -12 -24 right_child=-2 5 3 4 11 25 -8 -9 9 -11 28 13 19 14 15 -17 -18 18 -20 -21 26 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00058654887956887162 0.50430808524456106 0.17100178431585089 -0.079776780896033475 -0.0086693063895837506 -0.043992167722552329 0.0027416105172367688 0.036180974720837006 -0.37379951725934918 0.013813989163980987 0.0065129452366897997 -0.032280527788580746 0.11535292750102016 0.031170127130719309 0.34123158753333743 -0.013886425981748048 0.30699937481987849 -0.37459793066698543 -0.35985344929602237 -0.09525263435705085 0.12315839445161177 0.024185506413782237 -0.27986828188138163 -0.058511079469451874 0.097178678903938387 -0.16497405119400271 -0.25066344159307591 -0.0015220806203424283 -0.34938502537929922 0.15524699596949493 -0.17103597467266826 leaf_weight=1524 2659 1800 189 192 173 54 309 23 164 5793 52 1118 1102 2316 32 96 20 21 34 646 46 22 1048 836 20 27 336 21 155 58 leaf_count=1524 2659 1800 189 192 173 54 309 23 164 5793 52 1118 1102 2316 32 96 20 21 34 646 46 22 1048 836 20 27 336 21 155 58 internal_value=0.0012326 0.000916662 0.000723358 0.00164758 0.00196102 0.00259649 -0.000760077 -0.00335849 0.000369788 1.75536e-05 -0.00112342 0.00221039 0.000936659 0.00236963 0.00286364 -0.000594594 -0.006 -0.00182996 -0.00690909 0.00140605 0.00100127 -0.00160371 -0.00144882 0.00142594 0.000613191 -0.00291358 -0.00106203 -0.00555224 0.0018744 -0.00193128 internal_weight=20886 18227 16346 4523 4002 1881 521 212 11823 7292 1499 3755 4531 3582 2464 148 52 247 55 3007 2361 1292 1270 1958 1122 81 403 67 207 1106 internal_count=20886 18227 16346 4523 4002 1881 521 212 11823 7292 1499 3755 4531 3582 2464 148 52 247 55 3007 2361 1292 1270 1958 1122 81 403 67 207 1106 is_linear=0 shrinkage=0.04 Tree=109 num_leaves=31 num_cat=0 split_feature=31 23 21 28 9 9 2 22 9 15 9 19 16 28 9 20 16 35 24 13 32 0 13 17 24 0 28 0 14 24 split_gain=8.75152 5.28988 2.10916 1.60876 1.82466 1.57774 2.11585 1.94099 1.55403 1.36191 1.30938 1.97902 1.50111 1.77362 1.51546 1.45884 1.52555 1.41278 1.62368 1.44808 1.29004 2.5857 1.2265 2.39024 1.28102 1.22403 1.4295 1.99043 1.50259 1.75991 threshold=118.24177083333335 5.7599999999999989 97.470000000000013 55.132525402612174 0.91597561503675362 -0.60355339059327362 4.5000000000000009 19.560000000000006 0.78656609248549325 1.405 -0.37940952255126059 110.11500000000001 136.00500000000002 107.59856835131448 0.12940952255126045 116.605 84.905000000000015 77.818005952380972 0.31999999999999679 0.98802474685579866 15.439328162577242 18.500000000000004 0.79383249484937135 143.14000000000001 -53.794999999999995 18.500000000000004 117.52616197336681 21.500000000000004 -0.45273527932988084 -6.1149999999999949 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 5 -1 10 9 8 -8 -7 -3 25 12 13 14 17 16 -13 -12 19 -19 21 -11 24 -24 -14 -5 27 28 -27 -30 right_child=-2 2 -4 4 -6 6 7 -9 -10 20 11 15 22 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0054397642390897052 0.22386184702689982 -0.048867021111751265 0.27520336510033871 0.12129290374347486 0.080513337826964251 -0.06584292179990818 -0.36634973747928151 -0.0237163865826211 0.15187308189453311 0.15984557799226093 0.005526005479461007 -0.42332003782650007 -0.080846655950035498 0.075101977673439027 0.015082446719247225 0.023550556336171962 -0.10587841978198409 -0.050151649104722543 -0.45423745868527915 -0.48225373846300595 0.24224179378025387 -0.23028182027178998 -0.29785895637171766 0.0018987180037343787 0.015094078397797268 0.21865943533412577 0.10638278416733711 0.062738421584307702 -0.0048022469348615107 -0.13223458666177262 leaf_weight=2671 3432 178 3027 1005 1045 177 23 161 348 72 812 25 30 1048 3173 172 254 588 28 39 878 31 41 41 117 69 541 409 226 225 leaf_count=2671 3432 178 3027 1005 1045 177 23 161 348 72 812 25 30 1048 3173 172 254 588 28 39 878 31 41 41 117 69 541 409 226 225 internal_value=0.00122111 0.000858027 0.00197344 0.000423282 0.000658576 0.000916488 -0.000569816 -0.00426087 0.00072381 0.00182571 0.000471786 0.000168342 0.000363022 0.000490858 0.000155173 -0.00238581 -0.00417204 -0.000907975 -0.00229008 -0.00186922 0.00240979 -0.00182524 -0.00281223 -0.00673171 -0.00062585 0.00125253 0.000517007 -0.000434876 -0.00207692 -0.00291796 internal_weight=20886 17454 4895 12559 9888 1868 709 184 525 1159 8843 6368 5917 5688 4640 451 279 1467 655 627 981 103 229 82 147 2475 1470 929 520 451 internal_count=20886 17454 4895 12559 9888 1868 709 184 525 1159 8843 6368 5917 5688 4640 451 279 1467 655 627 981 103 229 82 147 2475 1470 929 520 451 is_linear=0 shrinkage=0.04 Tree=110 num_leaves=31 num_cat=0 split_feature=15 33 23 9 9 23 3 0 15 14 23 2 31 0 28 21 0 22 25 19 16 9 14 18 34 15 27 14 23 18 split_gain=8.74749 3.41525 2.99336 1.89935 1.93671 2.41964 1.83702 1.81654 2.84062 2.37664 5.00683 1.80702 1.68867 1.8769 1.48238 1.89752 1.39879 1.38859 1.53498 1.59186 1.33816 1.69777 1.60302 3.26219 1.3725 1.27536 1.23009 1.17015 1.15691 1.09321 threshold=135.15500000000003 88.265000000000015 16.705000000000002 0.78656609248549325 -0.37940952255126059 2.0199999999999982 355.50000000000006 18.500000000000004 32.415000000000006 -0.42179730054635828 -3.3550000000000035 4.5000000000000009 86.478750000000019 5.5000000000000009 73.683763139661338 80.690000000000012 22.500000000000004 34.310000000000009 -28.705000000000002 90.00500000000001 36.130000000000003 1.0000000180025095e-35 -0.15950993297387572 100.61500000000002 134.715 22.835000000000004 -43.534999999999975 -0.99761278905001471 -10.76 127.00500000000001 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 7 -6 -4 8 -1 -9 26 -5 13 -13 15 -12 28 18 -15 -20 25 24 23 -23 -22 -7 -11 -10 29 -3 right_child=-2 16 6 11 5 20 -8 9 27 10 14 12 -14 17 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0016209159337339147 0.5087416791229642 -0.059660646323480997 0.24835637371227212 0.079856813202807617 0.0017286629075144574 -0.035303698872625203 -0.2215051685862747 0.12480597403771167 -0.17073345251028774 -0.16789089456941261 -0.11107487517520585 0.022816938685509897 0.066434309876476694 -0.0058842110768183107 -0.10569215611874619 -0.170623235467558 -0.04322797891750392 -0.025957321489621592 -0.44305981236429859 -0.012999344745577885 -0.0336797448020308 -0.265450312846567 0.017086816776291824 0.0093506246787522212 -0.2259431042578767 -0.21875889405390658 0.014165194622899276 0.14121853467886802 0.18430161906981252 0.094584610035078481 leaf_weight=982 2429 49 1921 1993 6407 24 38 553 23 50 36 264 402 34 232 39 86 304 32 22 48 88 328 95 38 22 768 1744 1562 273 leaf_count=982 2429 49 1921 1993 6407 24 38 553 23 50 36 264 402 34 232 39 86 304 32 22 48 88 328 95 38 22 768 1744 1562 273 internal_value=0.00120004 0.000903072 0.000714988 0.000517071 0.000281258 -0.000130496 0.00218275 0.000936978 0.00157003 -0.000100119 -0.00115556 0.00140413 6.80531e-05 -0.00118293 -0.0055114 -0.0104 0.00247716 -0.00293878 -0.00736364 -0.0115556 -0.00246967 -0.00196315 -0.00108806 -0.00408743 -0.00716279 -0.00904348 0.000479218 0.00252858 0.00270488 0.000521739 internal_weight=20886 18457 16487 14528 11477 7050 1959 4427 2749 1678 1125 3051 1058 656 307 75 1970 392 88 54 643 597 511 183 86 46 818 1767 1884 322 internal_count=20886 18457 16487 14528 11477 7050 1959 4427 2749 1678 1125 3051 1058 656 307 75 1970 392 88 54 643 597 511 183 86 46 818 1767 1884 322 is_linear=0 shrinkage=0.04 Tree=111 num_leaves=31 num_cat=0 split_feature=33 23 10 31 14 29 25 10 9 15 33 14 22 13 24 29 21 24 20 23 32 15 31 33 10 18 3 36 14 22 split_gain=8.27783 4.52441 2.38022 2.34124 2.3088 1.55952 1.5402 1.4068 1.30754 1.49333 1.30037 1.24595 1.14958 0.984858 0.962482 1.24639 1.45728 1.88596 1.1342 1.22724 0.942316 0.92602 0.919827 1.17876 1.54955 1.72283 1.83333 1.24556 0.855882 0.966937 threshold=88.265000000000015 5.3099999999999961 0.91597561503675351 48.936666666666667 0.33222858587828868 123.66291817805332 -1.7450000000000043 -0.60355339059327384 0.91597561503675362 47.330000000000005 5.3750000000000009 0.2332836900311728 41.75500000000001 -0.23537230790205757 -6.2674999999999974 134.28905416345307 125.79500000000002 -25.994999999999994 30.005000000000006 1.9099999999999986 48.369577829545285 4.0050000000000008 87.468333333333348 41.935000000000009 1.0000000180025095e-35 72.625000000000014 60.500000000000007 42.233110025761519 -0.80417042486635371 68.905000000000015 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 3 10 -4 8 -6 11 -1 12 -3 20 21 -14 15 16 18 -18 -2 -20 -5 -10 23 -9 27 26 -26 -25 29 -11 right_child=14 2 4 7 6 -7 -8 22 9 28 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.0041393836383852231 -0.24656818982699424 0.0064772126526272287 0.01403381102471556 -0.1451954808768022 -0.14983185750521499 0.12377224753332514 -0.04297337109085847 0.1755618011347167 0.0038131743157610032 -0.075264284731748815 -0.11584500974171767 0.096047894214207979 0.049801847632828362 -0.013904921958775622 0.30914489096803804 0.27923582213582449 -0.35585981539462352 0.033444667817749497 0.089845015234366554 -0.15280646336968751 0.19457575805395841 -0.1897258260983157 0.36923370437704123 0.14628762858009647 -0.27559929844359782 -0.18934912736231557 0.23230094142092836 -0.25463615346742785 0.10169921835721341 0.057429938522022099 leaf_weight=10673 21 654 88 121 22 528 34 1776 24 65 24 326 86 151 1891 738 30 56 512 21 27 25 1664 201 22 38 66 28 786 188 leaf_count=10673 21 654 88 121 22 528 34 1776 24 65 24 326 86 151 1891 738 30 56 512 21 27 25 1664 201 22 38 66 28 786 188 internal_value=0.00118472 0.000841687 0.00184718 0.00199474 -0.00322222 0.000433019 -0.00957143 0.00234153 0.00033939 0.00152453 -0.00018879 0.00028692 -0.00103496 0.000118144 0.00303334 0.00222932 0.0009375 -0.00390698 0.00168953 0.00204878 -0.00275676 -0.00661224 0.00259816 0.00204786 -5.63379e-05 -0.00361905 -0.000545454 0.00190393 0.00222907 0.000205534 internal_weight=20886 17617 5091 4947 144 12526 56 4269 11998 1325 678 474 286 237 3269 1378 640 86 554 533 148 49 3795 2131 355 126 88 229 1039 253 internal_count=20886 17617 5091 4947 144 12526 56 4269 11998 1325 678 474 286 237 3269 1378 640 86 554 533 148 49 3795 2131 355 126 88 229 1039 253 is_linear=0 shrinkage=0.04 Tree=112 num_leaves=31 num_cat=0 split_feature=31 23 22 28 9 14 10 15 9 19 0 28 0 15 22 23 16 15 9 35 13 22 28 21 23 32 11 27 20 17 split_gain=8.38181 4.67559 2.18636 1.63532 1.98613 1.44674 1.44666 1.36413 1.26303 1.47448 1.37894 1.5107 1.625 1.16945 1.24526 1.93295 1.156 1.28945 1.32251 1.39308 1.29275 1.69618 1.25288 1.41544 1.23264 1.22807 1.12924 1.10566 1.189 1.19157 threshold=121.76218750000002 5.7599999999999989 102.50500000000001 55.132525402612174 0.91597561503675362 0.99981043035926087 0.25881904510252057 100.25000000000001 -0.37940952255126059 109.96500000000002 18.500000000000004 129.47891544956914 21.500000000000004 90.00500000000001 87.395000000000024 12.99 136.00500000000002 97.085000000000022 0.12940952255126045 77.818005952380972 0.96465729447553372 95.00500000000001 118.3999812298719 75.155000000000015 2.3449999999999993 26.502353714859801 0.6078576107927941 -38.029999999999994 118.01000000000001 138.04000000000005 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 6 -1 5 8 -3 -2 10 16 -5 12 -12 14 15 -8 17 18 19 -10 24 -22 -18 -24 25 -21 -15 -11 29 -29 right_child=7 2 -4 4 -6 -7 13 -9 9 27 11 -13 -14 26 -16 -17 22 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0059578344958482552 0.013931485276466862 0.066358081518471362 0.28243973347611212 0.11305664392230792 0.075307212751369354 -0.29907369275890205 -0.015649449910293062 0.27978017223866081 0.0062839370479507673 -0.35660133022860746 -0.052181209992688812 0.22172522124683255 0.059151000103037185 0.069565988471561577 0.077516725454994731 -0.5023257338912136 -0.22629040611938123 0.056066660847768443 0.012892881840041297 0.019860881353353777 -0.49868147604953417 -0.035623782802899046 -0.093612954762677406 0.0018207641432682357 -0.15438046736788699 -0.13300681887939897 -0.056386826549185476 -0.15367526341320348 0.096552863002518405 0.08692418784804383 leaf_weight=2671 288 1843 2873 1037 1091 34 48 2650 725 26 650 357 520 187 25 22 28 1570 2833 269 27 25 30 182 21 290 52 272 176 64 leaf_count=2671 288 1843 2873 1037 1091 34 48 2650 725 26 650 357 520 187 25 22 28 1570 2833 269 27 25 30 182 21 290 52 272 176 64 internal_value=0.00116174 0.000837531 0.00186931 0.000433556 0.000663733 0.000471103 0.000913183 0.00314227 0.000501868 0.000206791 0.00125429 0.00048985 -0.000205128 -0.00150898 -0.00526316 -0.008 0.000386667 0.0005 0.000133652 -0.000893146 -0.00226582 -0.00830769 -0.00233333 -0.00128302 -0.00172414 -0.00136673 -1.67363e-05 -0.00179926 -0.00139062 -0.00278571 internal_weight=20886 17948 5050 12898 10227 9136 2177 2938 9102 6538 2564 1527 1170 334 95 70 6000 5760 4190 1357 632 52 240 212 580 559 239 538 512 336 internal_count=20886 17948 5050 12898 10227 9136 2177 2938 9102 6538 2564 1527 1170 334 95 70 6000 5760 4190 1357 632 52 240 212 580 559 239 538 512 336 is_linear=0 shrinkage=0.04 Tree=113 num_leaves=31 num_cat=0 split_feature=33 23 15 23 28 31 9 27 26 13 36 19 17 17 20 27 14 35 9 2 24 14 27 0 36 31 26 26 35 10 split_gain=7.99778 4.55247 2.34002 1.98021 1.90663 1.76818 1.73317 1.21482 1.28754 1.1984 1.53998 1.61565 1.30667 1.33333 1.15126 1.08187 1.32883 1.21117 1.20233 1.077 1.67942 1.0763 2.0715 1.02371 1.15619 1.79868 1.23434 0.986247 0.953433 2.17371 threshold=90.040000000000006 16.705000000000002 69.845000000000013 -19.02 130.94444205590676 28.269375000000007 0.91597561503675362 12.995000000000006 -72.644999999999982 -0.95754239937548935 42.10759479730914 92.00500000000001 84.205000000000013 107.84500000000001 133.00500000000002 -13.599999999999982 -0.49812626372919411 160.23672619047622 -0.37940952255126059 4.5000000000000009 7.8000000000000016 0.080547328232315238 2.7399999999999918 18.500000000000004 30.579610432307138 61.19187500000001 35.690000000000012 -42.204999999999998 114.99058035714286 0.91597561503675351 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 14 6 27 7 9 -9 10 11 21 -13 -14 -4 16 -11 18 23 -8 -21 -5 -23 -17 25 -25 -27 -3 -10 -30 right_child=-2 5 3 4 -6 -7 19 8 28 15 -12 12 13 -15 -16 17 -18 -19 -20 20 -22 22 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.0014906492399688936 0.2224033505698686 -1.0752775123401805 -0.0063193377310255929 0.03424717161505654 0.29819773588794918 0.3005111326967464 0.21497807133376967 -0.071873780536632473 0.001743499482540486 0.03180118264985992 0.023233534651936824 -0.05909816177604154 -0.34709470960725647 -0.18826070326077748 -0.2409834642736898 0.15958403254421238 -0.04489104809267102 -0.17369289314621239 0.0293398136298826 0.028161252237769798 -0.16202812447917742 0.00972104644599164 -0.27973600426839335 -0.28749623429654025 0.12123332357008056 0.051737551546227944 -0.069222344353615295 -0.0097965219404554053 -0.016987360186904651 -0.29009489454943171 leaf_weight=5215 2885 20 931 73 481 2356 901 36 563 495 298 25 30 20 43 1018 501 24 3551 348 39 43 21 27 497 200 44 134 47 20 leaf_count=5215 2885 20 931 73 481 2356 901 36 563 495 298 25 30 20 43 1018 501 24 3551 348 39 43 21 27 497 200 44 134 47 20 internal_value=0.00117131 0.000857952 0.000601898 0.000952122 0.0011318 0.00243825 0.000998073 0.000766229 -0.000864865 0.000924421 -0.000941176 -0.00354717 -0.00826667 -0.012 -0.00076386 0.00107409 -0.000136546 0.00129901 0.00133933 0.00235404 0.000589147 -0.000963503 -0.00475 0.00218589 0.00108333 -0.00101845 6.55739e-05 -0.00171429 -0.000444444 -0.00495522 internal_weight=20886 18001 15491 10276 9302 2510 8821 7533 666 6867 510 212 75 50 974 6357 996 5361 5337 1288 387 137 64 1786 768 271 244 154 630 67 internal_count=20886 18001 15491 10276 9302 2510 8821 7533 666 6867 510 212 75 50 974 6357 996 5361 5337 1288 387 137 64 1786 768 271 244 154 630 67 is_linear=0 shrinkage=0.04 Tree=114 num_leaves=31 num_cat=0 split_feature=15 15 23 10 21 7 24 21 17 19 27 15 26 14 22 16 34 18 0 13 9 15 28 33 15 28 20 18 24 0 split_gain=7.97944 3.12757 2.68565 1.92447 1.84211 1.74614 1.59076 1.46677 1.94791 2.68414 1.42852 2.03107 1.36601 1.33244 1.54681 2.01766 1.49197 1.3225 1.28413 2.73904 1.24416 1.51455 1.21664 1.15731 1.3913 1.1375 1.12117 1.07855 0.962749 1.49291 threshold=132.85000000000005 70.055000000000021 -9.9950000000000028 0.91597561503675351 115.00500000000001 1.0000000180025095e-35 1.3449999999999973 112.56500000000001 125.76500000000001 113.99500000000002 -17.980000000000022 149.53500000000003 9.0349999999999984 -0.074115882986646633 113.36000000000001 106.00500000000001 200.35500000000005 115.28500000000001 10.500000000000002 0.86548282553247169 -0.91597561503675329 0.092500000000000013 106.47407816797609 -217.97999999999999 -0.19499999999999998 101.93719400727794 90.675000000000026 124.75500000000001 -4.5400000000000018 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 20 27 4 5 22 7 -5 9 12 11 18 -9 14 16 -16 -7 25 19 -2 21 -1 28 24 -22 -8 -20 -3 -4 -30 right_child=10 2 3 6 -6 13 17 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 26 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.044796840649612743 0.030296920143487397 -0.01259601747821262 0.011782410150745545 0.014456404850177171 0.19242694427853238 -0.0079036927000126177 -0.16930050556541609 -0.60001160467734072 0.093126635050529816 -0.17340171318083028 0.58045391490719034 0.4628673418284332 0.016232086520811987 0.046661869599214423 -0.057338884891169555 -0.34278124391599535 -0.68072982956218187 -0.24711902502547275 -0.24254820927411508 -0.48041796129459619 -4.5780269402043112 0.3045756387470902 0.19181981334158665 -0.00087398975798505876 0.039739502779256537 0.086797202908727333 0.093533805979403403 0.0340632058772369 0.091187618456713207 -0.003876459346992856 leaf_weight=144 57 1372 1378 1014 2465 400 52 20 63 20 2029 393 46 424 33 29 21 20 20 29 23 483 999 5209 23 28 131 1104 2317 540 leaf_count=144 57 1372 1378 1014 2465 400 52 20 63 20 2029 393 46 424 33 29 21 20 20 29 23 483 999 5209 23 28 131 1104 2317 540 internal_value=0.00114067 0.000842048 0.00120373 0.00149924 0.00171322 0.00134245 4.1172e-05 0.000457438 -0.00324832 -0.00716279 0.00318766 0.00152381 -0.00327273 -0.000277839 -0.00171429 -0.0076129 -0.000845606 -0.0048 -0.00140084 -0.00530233 8.29651e-05 0.00176715 0.00162323 -0.000117983 -0.00643478 -0.0025 0.000821192 2.58483e-05 0.00132704 0.00174589 internal_weight=20886 18227 12345 9869 8606 6141 1263 1163 149 86 2659 630 66 907 483 62 421 100 237 86 5882 627 5234 5255 46 80 151 2476 4235 2857 internal_count=20886 18227 12345 9869 8606 6141 1263 1163 149 86 2659 630 66 907 483 62 421 100 237 86 5882 627 5234 5255 46 80 151 2476 4235 2857 is_linear=0 shrinkage=0.04 Tree=115 num_leaves=31 num_cat=0 split_feature=15 24 31 18 7 22 3 32 11 0 10 23 27 15 32 16 23 26 22 19 3 12 14 0 3 0 16 19 36 25 split_gain=8.26124 3.23617 3.6266 1.91376 1.40599 1.69256 1.72965 1.55024 1.48521 1.31684 1.2557 1.26836 1.16639 1.74344 1.47461 1.10449 1.17972 1.19766 1.14603 1.12202 1.50935 1.13077 1.09852 3.43336 1.30307 1.60114 1.64432 1.50256 1.62909 1.05828 threshold=132.85000000000005 -3.8399999999999959 88.920833333333348 124.75500000000001 1.0000000180025095e-35 83.705000000000013 361.50000000000006 26.371719021321073 -0.8783796973249266 1.5000000000000002 0.60355339059327384 -5.0799999999999903 -17.980000000000022 143.14000000000001 53.720149331415548 133.52000000000001 1.7900000000000029 36.579999999999998 71.010000000000005 95.810000000000016 158.50000000000003 -0.56174490092936669 -0.074115882986646633 17.500000000000004 289.50000000000006 19.500000000000004 99.055000000000021 102.50500000000001 36.040449382349458 20.915000000000003 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 15 5 -3 9 -6 -9 -7 11 -4 13 14 29 16 -1 18 -18 -17 -21 -22 -11 -24 25 -25 -27 28 -26 -2 right_child=12 2 10 -5 7 6 -8 8 -10 22 -12 -13 -14 -15 -16 19 17 -19 -20 20 21 -23 23 24 27 26 -28 -29 -30 -31 leaf_value=0.002822084611343212 0.070069365476698675 0.0020291583090512001 -0.052936518127497813 0.053806574791685734 0.03820954791643482 -0.23927930011591353 -0.24386823275348185 -0.11304796405661106 -0.034268451098599821 0.12009286994552903 0.0089445424229198239 0.17148969086457469 0.55723575831090255 0.32855744672103743 -0.41044138700497312 0.0037317905097477943 0.091256607548366828 -0.30044602420941835 -0.090142623441940836 0.0010501644306084301 -0.23432921418613434 -0.032757399046790495 0.085153882681877541 0.062844869954904764 0.1228649026674859 -0.39633333902278134 -0.062376869372069724 -0.16547290620591526 -0.389332403829318 -0.20957608489215149 leaf_weight=6553 111 2007 119 2305 313 44 25 42 474 1625 368 2918 2029 465 20 73 72 45 168 42 26 39 614 208 28 30 35 32 22 34 leaf_count=6553 111 2007 119 2305 313 44 25 42 474 1625 368 2918 2029 465 20 73 72 45 168 42 26 39 614 208 28 30 35 32 22 34 internal_value=0.00113492 0.000831075 0.00137646 0.000310201 0.000741226 0.00101071 0.0016718 -0.000776839 -0.00212403 0.00177104 0.00240235 0.00266974 0.00321775 0.00171429 -0.00181818 -1.82387e-05 6.31765e-05 -0.00245614 -0.00133333 -0.00311111 -0.00571963 -0.00953846 0.00188743 0.000821466 -0.00230986 -0.000981685 -0.00646154 -0.00673171 -0.0024 -0.000413793 internal_weight=20886 18227 8904 9323 5499 4670 2663 829 516 2638 3405 3037 2659 630 165 7018 6838 285 240 180 107 65 2594 969 355 273 65 82 50 145 internal_count=20886 18227 8904 9323 5499 4670 2663 829 516 2638 3405 3037 2659 630 165 7018 6838 285 240 180 107 65 2594 969 355 273 65 82 50 145 is_linear=0 shrinkage=0.04 Tree=116 num_leaves=31 num_cat=0 split_feature=15 23 31 31 27 29 0 31 22 27 23 10 15 22 12 32 20 17 22 24 22 34 10 17 27 33 27 29 31 0 split_gain=8.11138 2.6558 2.38923 1.81101 2.00065 1.76112 1.65001 1.90004 1.31261 1.24134 1.32645 1.22046 1.28148 1.21112 1.2383 1.61678 1.46381 1.71929 1.12792 1.06446 1.143 1.66448 1.06325 1.11722 1.225 1.05408 1.26977 2.03516 1.73571 1.03591 threshold=121.09000000000002 2.6749999999999905 48.936666666666667 120.43083333333334 -10.595000000000004 99.517593147871693 21.500000000000004 88.575833333333364 97.085000000000022 -13.599999999999982 -31.089999999999993 0.1294095225512602 12.565000000000003 124.20500000000001 -0.22252093395631442 51.64340538098449 87.095000000000013 32.335000000000008 95.405000000000015 3.5949999999999993 72.645000000000024 136.52500000000003 -0.78656609248549325 72.625000000000014 7.6100000000000074 -0.18499999999999997 10.53000000000001 83.816468912117571 72.755208333333357 22.500000000000004 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 5 13 4 -2 19 8 -8 11 -7 -11 12 -4 14 15 16 -3 -18 25 -1 21 -21 23 24 -14 -13 -27 28 -28 -12 right_child=3 2 6 -5 -6 9 7 -9 -10 10 29 18 22 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0026789743234151742 0.012810039145643912 0.01569629530314234 -0.054144423501717276 0.42235662298403515 0.29148107308359378 -0.03173668191259825 0.008808993166956363 -0.25310797880302871 0.19104672066475309 -0.092883483321596669 0.075693226925352103 0.11580909283746936 -0.17924126321887524 0.24048274044412424 -0.008882316366439897 -0.19458508175239023 -0.077958560176148925 -0.18802290393311796 -0.10746468469825805 -0.043113942580905652 -0.0045743877984165994 -0.091903176573028239 0.15086487200241888 0.0077977838169153522 0.0038283085017132702 0.010494609499002404 -0.14128194596957802 -0.0031529976399948 -0.34221422805504786 -0.013496528797668432 leaf_weight=7528 869 65 183 1966 1322 362 23 22 2261 41 2871 103 20 137 462 39 43 23 20 117 450 38 1311 74 20 173 28 79 20 216 leaf_count=7528 869 65 183 1966 1322 362 23 22 2261 41 2871 103 20 137 462 39 43 23 20 117 450 38 1311 74 20 173 28 79 20 216 internal_value=0.00111003 0.000717078 0.00147748 0.00269136 0.0019005 0.000383034 0.00184183 -0.00577778 0.00192171 0.00113467 0.0013913 0.00118365 0.00168657 -0.000577373 -0.00131646 -0.00423529 -0.00210687 -0.00630303 -0.000728132 6.04944e-05 -0.00155372 -0.00451613 0.00209123 -0.00161403 -0.007 -0.00026799 -0.00146667 -0.00450394 -0.011 0.00148623 internal_weight=20886 16729 5106 4157 2191 11623 4337 45 4292 3490 3128 2031 1608 769 632 170 131 66 423 8133 605 155 1425 114 40 403 300 127 48 3087 internal_count=20886 16729 5106 4157 2191 11623 4337 45 4292 3490 3128 2031 1608 769 632 170 131 66 423 8133 605 155 1425 114 40 403 300 127 48 3087 is_linear=0 shrinkage=0.04 Tree=117 num_leaves=31 num_cat=0 split_feature=15 23 33 31 10 24 28 9 19 14 27 15 13 9 32 24 21 28 31 33 14 22 28 15 15 21 13 23 18 36 split_gain=7.84157 3.20574 2.28192 2.19225 1.79457 1.52336 1.30707 1.74938 1.46631 1.57708 1.24366 1.90105 1.22609 1.15479 1.101 1.66822 2.59048 1.06844 1.48938 1.02178 0.983977 1.00075 1.50472 1.35017 1.3232 1.30799 0.979064 1.12464 0.969418 0.964179 threshold=132.85000000000005 4.6000000000000023 94.215000000000018 88.920833333333348 -0.60355339059327384 -1.4950000000000043 55.132525402612174 0.91597561503675362 108.17000000000002 0.99981043035926087 -32.929999999999986 149.53500000000003 0.86548282553247169 -0.37940952255126059 27.667310202860605 12.565 68.600000000000009 48.362171833547457 34.047708333333347 -217.97999999999999 0.9980355542543059 110.02500000000002 75.155011271125247 -1.0000000180025095e-35 80.705000000000013 78.305000000000021 -0.94705910369513524 -9.9950000000000028 55.140000000000008 36.805656092985423 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 6 4 14 29 17 8 9 13 11 12 -2 -8 -3 -16 -17 19 -19 -1 21 22 23 25 -24 -6 27 -10 -28 -5 right_child=10 3 -4 5 20 -7 7 -9 26 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31 leaf_value=-3.1453845179955056 -0.033638255661257527 0.009730588056575987 0.13933968089908791 -0.20306122255997999 0.0052850405687636772 0.26087492768822368 0.056415857513102047 0.061843887831393857 -0.32706347554662851 -0.28222082527241438 0.47414640082909321 0.33858608316724065 -0.240275489878777 0.0060127457859173172 0.0025142734555185114 -1.0461483809980381 -0.076550158065775711 -0.28740239503947207 -0.04638906429730591 -0.00041556032544002154 -0.2370032301036811 0.22773156810382769 -0.23589425005973261 0.13001049769445924 -0.038897901202836815 -0.13166502713339553 -0.040656743457237438 -0.0074544081890444173 -0.010925794119825655 0.036965075820227268 leaf_weight=22 87 121 963 47 129 1713 1603 1041 40 23 2335 210 27 5923 117 20 85 29 342 2195 34 1053 22 1012 504 40 26 37 1034 52 leaf_count=22 87 121 963 47 129 1713 1603 1041 40 23 2335 210 27 5923 117 20 85 29 342 2195 34 1053 22 1012 504 40 26 37 1034 52 internal_value=0.00108321 0.000787184 0.000463323 0.00165609 0.00101626 0.0027638 0.000316687 0.000529249 0.000343541 0.000545238 0.00311245 0.000790124 -0.00336842 0.000577199 -0.00171429 -0.00338739 -0.00704762 -0.000482225 -0.002469 -0.000149752 0.00135147 0.00143478 0.000836555 0.00162913 -0.000942966 -0.00168047 -0.000995602 -0.00535065 -0.000679245 -0.00206061 internal_weight=20886 18227 13278 4949 3137 1812 12315 9727 8686 7549 2659 324 114 7526 343 222 105 2588 371 2217 2794 2760 1707 1181 526 169 1137 77 1060 99 internal_count=20886 18227 13278 4949 3137 1812 12315 9727 8686 7549 2659 324 114 7526 343 222 105 2588 371 2217 2794 2760 1707 1181 526 169 1137 77 1060 99 is_linear=0 shrinkage=0.04 Tree=118 num_leaves=31 num_cat=0 split_feature=15 23 33 19 10 10 0 29 15 7 29 13 33 27 0 21 9 2 24 3 2 29 33 36 15 27 19 10 36 14 split_gain=7.64742 3.45484 2.32716 2.04083 1.74862 1.62815 1.21229 1.30667 1.18938 1.18261 1.63809 1.55411 2.72979 1.37227 1.11573 1.45127 1.08388 1.03857 1.20394 1.25064 1.29901 1.29929 1.1816 1.75945 0.996328 1.13398 0.939445 1.01211 1.14861 1.49202 threshold=138.04000000000005 4.6000000000000023 90.040000000000006 105.63500000000001 0.25881904510252057 -0.60355339059327384 22.500000000000004 128.61097163240569 -1.0000000180025095e-35 1.0000000180025095e-35 95.133908375004822 0.66527693225344786 83.430000000000021 29.749999999999996 12.500000000000002 50.710000000000008 0.91597561503675362 1.0000000180025095e-35 13.985000000000005 127.50000000000001 3.5000000000000004 87.94722411141224 -0.75499999999999989 40.504928569015995 -5.2899999999999991 -2.3450000000000091 108.17000000000002 0.1294095225512602 45.521621559508155 -0.25206183926700709 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 9 4 5 14 -4 -8 24 10 26 -11 13 17 15 -3 -12 -13 19 22 -21 -22 23 -19 -7 -26 -1 -28 29 -29 right_child=-2 3 6 -5 -6 8 7 -9 -10 11 16 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0033075647495560633 0.48005270707674563 -0.18728307058608235 0.11883003603569975 0.25083173780061085 -0.029915322243909345 0.0062756243631793395 -0.061603110090252482 0.047147532133443706 0.13551873759071054 0.0052053180375766219 0.034922489482908235 0.072482540663091677 -0.366716357697698 -0.96007557505090046 0.026247011356378091 -0.099126078024070627 0.12532972660838912 -0.48432774380571347 -0.11860115161308814 -6.7377019520529496e-05 -0.10887331679514244 -0.41015778449939555 0.011054610650920772 -0.0070758596577253953 0.0097326079728913013 -0.10197625528258543 0.021761150019696505 -0.0076955688962203539 -0.0080972589213592679 -0.19826570647262096 leaf_weight=6323 2200 21 1314 2345 420 108 25 50 1799 1356 3023 89 22 20 234 161 366 33 37 45 33 23 300 89 27 38 156 58 107 64 leaf_count=6323 2200 21 1314 2345 420 108 25 50 1799 1356 3023 89 22 20 234 161 366 33 37 45 33 23 300 89 27 38 156 58 107 64 internal_value=0.00106023 0.000797603 0.000461982 0.00167902 0.000951567 0.00137018 0.00201296 -0.00293333 0.0018499 0.000284585 0.000462316 -0.000592086 -0.00213603 -0.00168012 -0.000903846 -0.00325275 0.00117911 -0.0013621 -0.002 -0.00150669 -0.00550495 -0.00957143 -0.000549763 -0.00386885 -0.00131792 -0.00523077 0.000100179 -0.00181818 -0.00351092 -0.00616393 internal_weight=20886 18686 13533 5153 2808 2388 1389 75 1972 12144 10097 2047 691 669 416 182 3389 649 560 523 101 56 422 122 173 65 6708 385 229 122 internal_count=20886 18686 13533 5153 2808 2388 1389 75 1972 12144 10097 2047 691 669 416 182 3389 649 560 523 101 56 422 122 173 65 6708 385 229 122 is_linear=0 shrinkage=0.04 Tree=119 num_leaves=31 num_cat=0 split_feature=15 23 10 14 9 10 29 27 33 12 15 31 14 22 10 32 9 0 7 35 23 35 25 14 25 35 23 21 16 11 split_gain=7.79009 2.48107 1.74091 3.08576 4.18659 1.90211 1.71609 1.59098 1.81757 1.5279 1.42209 1.28435 1.17194 1.74222 1.23763 1.13325 1.13187 1.12885 1.09896 1.24817 1.08931 1.03793 1.02033 1.01758 1.00815 1.02422 1.65143 0.996096 0.986964 1.88126 threshold=124.75500000000001 4.6000000000000023 0.25881904510252057 -0.10837475778693638 0.12940952255126045 -0.60355339059327384 103.31899456223604 -8.3550000000000093 78.890000000000015 -0.22252093395631442 84.905000000000015 87.468333333333348 0.31595530242620651 110.44500000000001 -0.78656609248549325 16.077212476212768 -0.78656609248549303 18.500000000000004 1.0000000180025095e-35 133.54616071428575 20.760000000000002 57.03997023809525 -17.094999999999988 0.9980355542543059 26.695000000000007 84.363348214285722 -13.334999999999999 144.10500000000005 138.04000000000005 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 6 5 16 9 12 15 8 24 -5 22 23 13 -3 -14 -1 -4 18 -12 -20 21 -18 -8 -7 -2 26 -26 -19 -17 -30 right_child=7 2 3 4 -6 11 10 -9 -10 -11 17 -13 14 -15 -16 28 20 27 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.027273190873144455 0.021337820557772162 -0.063178774456576201 0.3917499031668143 -0.24154382274440395 -0.0012574955377899269 0.089228915851638321 -1.1970420472004097 0.39872692438137414 0.31753402184547092 -0.2705029364968809 0.09875078916116202 0.27106349937918145 -0.089977675856256434 -0.32052533121343496 0.14238278717932473 -1.7310610486635821e-06 -0.18874340364942996 0.0021495769721681271 0.0064248539340222375 -0.2881346946940746 -0.1712371993775248 0.054634431835375245 -0.01385071527694242 -0.27339647015884894 -0.10412962063050314 0.069702603480316927 -0.10074442114971512 -0.17616770789488642 0.039790746062260303 -0.21929689332853314 leaf_weight=1272 558 180 237 36 128 1982 22 2311 692 31 2119 1224 103 20 237 8183 31 494 344 20 37 223 130 28 20 62 50 38 41 33 leaf_count=1272 558 180 237 36 128 1982 22 2311 692 31 2119 1224 103 20 237 8183 31 494 344 20 37 223 130 28 20 62 50 38 41 33 internal_value=0.00103342 0.000675391 0.00148277 -0.000315353 -0.00461538 0.00182724 0.000389414 0.00270024 0.00162663 -0.0127164 0.00119608 0.00219419 -0.00037037 -0.0028 0.00105882 0.000121314 0.00127273 0.0013864 0.00174466 -0.000285714 -0.000398625 0.000535433 -0.00257895 0.00157214 0.000173913 -0.0029697 -0.00628571 -0.000285714 -4.98969e-05 -0.00464865 internal_weight=20886 17193 4497 723 195 3774 12696 3693 1382 67 3167 3234 540 200 340 9529 528 3015 2483 364 291 254 152 2010 690 132 70 532 8257 74 internal_count=20886 17193 4497 723 195 3774 12696 3693 1382 67 3167 3234 540 200 340 9529 528 3015 2483 364 291 254 152 2010 690 132 70 532 8257 74 is_linear=0 shrinkage=0.04 Tree=120 num_leaves=31 num_cat=0 split_feature=15 23 31 31 27 27 28 10 9 32 15 2 10 14 25 9 24 20 28 31 23 34 2 28 19 27 13 22 18 0 split_gain=7.5887 3.23254 2.42976 2.15011 1.37415 1.49412 1.67919 1.26911 1.12759 1.11919 1.19641 1.18114 2.50006 3.12258 1.10924 1.10182 1.03527 1.15691 1.01093 1.15415 1.79486 2.51495 1.2519 1.11193 1.07654 1.17924 1.05198 1.0409 1.02332 0.915668 threshold=138.04000000000005 5.7599999999999989 129.93562500000004 88.357916666666682 12.744999999999999 -4.1300000000000123 55.132525402612174 -0.60355339059327384 0.91597561503675362 34.95009732068096 14.690000000000003 4.5000000000000009 1.0000000180025095e-35 0.3484035575467645 117.73 -0.37940952255126059 -4.7400000000000038 128.76500000000001 89.032934863929043 81.676458333333343 0.04999999999999858 142.93000000000004 1.0000000180025095e-35 88.473321489074934 92.715000000000018 2.9200000000000004 0.26037272046371446 112.80500000000002 75.730000000000004 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 4 7 5 14 -7 -3 15 11 -11 -9 -13 -14 -1 29 17 -6 19 24 22 26 -21 28 27 -26 -22 -17 -24 -8 right_child=-2 3 -4 -5 16 6 8 9 -10 10 -12 12 13 -15 -16 18 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0014081875009624757 0.44512228714631136 -0.061830110276937383 0.1298211263372808 0.22637445245032342 -0.014653361994581319 -0.0051176269993512668 0.10221034881424798 0.058217772351633688 0.071739492253917486 -0.018550283325121975 0.16165206771958082 0.029295471669276305 -0.01048668970369223 -0.28593083781759004 -0.35822330642181244 0.022371444758257076 -0.28879815937411651 -0.29030735223180526 0.042569905701469526 -0.15439727064262979 0.16313271924641171 -0.19365584996513172 -0.044019540448479659 -0.030953948412514809 -0.1767683274264028 0.0024553654091425767 -0.40913155364769699 -0.3942854583871595 0.012679439433734457 0.0030575754751839715 leaf_weight=4197 2200 280 874 1792 1158 1631 874 793 995 214 1385 157 49 31 21 876 20 28 2287 23 31 29 40 21 27 20 22 25 390 396 leaf_count=4197 2200 280 874 1792 1158 1631 874 793 995 214 1385 157 49 31 21 876 20 28 2287 23 31 29 40 21 27 20 22 25 390 396 internal_value=0.00101427 0.000752649 0.000447623 0.00166007 0.000311494 0.000441831 0.000773774 0.000988656 0.00108058 0.00126132 0.0019237 0.00023301 -0.00224473 -0.008 -0.00016311 0.00083857 -0.000975124 -0.000822934 0.000496967 -0.00030851 -0.0017554 -0.00721951 -0.000810126 -0.000345898 0.000540085 -0.0053617 -0.00203774 0.000847947 9.30234e-05 0.00185827 internal_weight=20886 18686 13985 4701 13111 11905 7687 2909 6056 2629 1599 1030 237 80 4218 5061 1206 1186 3791 1504 556 82 474 451 948 47 53 901 430 1270 internal_count=20886 18686 13985 4701 13111 11905 7687 2909 6056 2629 1599 1030 237 80 4218 5061 1206 1186 3791 1504 556 82 474 451 948 47 53 901 430 1270 is_linear=0 shrinkage=0.04 Tree=121 num_leaves=31 num_cat=0 split_feature=19 33 23 15 10 15 27 7 13 29 26 29 16 9 23 27 31 9 23 24 24 23 22 15 26 35 35 35 19 25 split_gain=7.28606 2.17161 2.3609 1.37099 1.51688 2.48592 1.64515 1.32233 1.76685 2.5581 2.64652 1.69305 1.5779 1.42712 1.37755 1.17177 1.13803 1.08453 1.69308 1.5667 1.75327 1.06478 1.51363 1.00812 0.989383 0.93617 0.903125 1.3663 0.871111 0.862489 threshold=127.77500000000002 90.040000000000006 16.705000000000002 140.78500000000003 0.60355339059327384 115.28500000000001 1.3100000000000096 1.0000000180025095e-35 0.66527693225344786 111.08037608121502 23.504999999999999 95.133908375004822 52.005000000000003 0.91597561503675362 -27.309999999999992 -2.2250000000000081 28.269375000000007 -0.37940952255126059 0.57999999999999929 0.49000000000000205 2.765000000000001 -27.309999999999992 124.78500000000001 83.115000000000009 102.08000000000001 109.42300595238096 87.847410714285743 78.712425595238116 136.00500000000002 -12.154999999999999 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 7 4 15 6 28 11 -9 12 14 -1 29 17 -11 -2 -4 -13 24 25 -21 22 -3 -14 -19 26 27 -20 -6 -10 right_child=3 21 16 -5 5 -7 -8 8 9 10 -12 13 23 -15 -16 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0039343902969781949 0.049425615832208697 0.1858575968987547 -0.07097256403069685 0.67809701432055858 -0.15452267647637022 0.12605802174870961 -0.25781245684057841 0.0052793440716911704 -0.31388496000689342 -0.22303311368570045 -0.37247507689880921 0.097549618361761417 0.021811986410369587 0.1407766088813257 -0.0075989216552576839 0.32465408034918658 0.18827305838050504 0.034484529465061517 0.080109910483710869 -0.13045365294509115 -0.12116498727659016 0.10924479573590132 -0.11896335288765192 -0.084632143820176892 -0.19651004034802091 -0.034401162651823219 0.099517853432567527 -0.11726073545693927 0.2309218658877594 -0.12262415328097297 leaf_weight=8286 553 27 148 1320 25 238 28 1641 54 21 21 1131 318 449 49 1119 1588 1962 43 20 38 1257 20 308 20 44 80 21 20 37 leaf_count=8286 553 27 148 1320 25 238 28 1641 54 21 21 1131 318 449 49 1119 1588 1962 43 20 38 1257 20 308 20 44 80 21 20 37 internal_value=0.00100469 0.000680885 0.000555071 0.00272843 0.00206354 -0.000501608 -0.0069589 0.000388641 -0.000458963 -0.0019901 -0.00830769 0.000560278 -0.00118828 0.0012584 -0.00457143 0.00254067 0.00194931 0.00097529 0.000463196 -0.00266667 -0.00841379 0.00225153 -0.00365957 -0.000472843 0.000851665 -0.000893617 0.000666667 -0.002875 -0.00222222 -0.00610989 internal_weight=20886 17583 16279 3303 1983 311 73 14543 2449 808 91 12094 717 3808 70 1672 1736 3359 2228 246 58 1304 47 626 1982 188 144 64 45 91 internal_count=20886 17583 16279 3303 1983 311 73 14543 2449 808 91 12094 717 3808 70 1672 1736 3359 2228 246 58 1304 47 626 1982 188 144 64 45 91 is_linear=0 shrinkage=0.04 Tree=122 num_leaves=31 num_cat=0 split_feature=19 29 24 27 23 13 21 10 15 15 28 15 10 15 32 27 26 21 10 32 14 32 2 21 0 14 13 7 27 13 split_gain=7.18972 2.16936 2.43887 1.88664 1.7722 1.74316 1.66855 1.6636 1.49909 1.45034 1.50926 1.38759 1.32364 1.79694 1.30786 1.17264 1.16683 0.918286 0.846564 0.950243 1.17268 0.924522 0.82975 1.01897 1.50142 1.38528 0.818182 0.806792 1.46706 1.81159 threshold=127.77500000000002 124.37358158210118 -3.8399999999999959 0.060000000000001143 -26.119999999999997 0.73283908552571664 92.445000000000007 0.91597561503675351 19.965000000000003 69.845000000000013 70.44343614649425 140.78500000000003 0.60355339059327384 115.28500000000001 24.129708130771697 -2.2250000000000081 2.8300000000000058 116.00500000000001 -0.98296291314453399 14.105097609243645 -0.92272482904738262 14.766029176414571 4.5000000000000009 10.055000000000001 14.500000000000002 0.33222858587828868 0.75580964594513067 1.0000000180025095e-35 -38.029999999999994 0.86113431103781346 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 18 9 5 6 -3 8 -5 10 17 12 15 14 -14 -2 -9 -4 21 20 -20 26 -10 24 25 -24 -1 -11 29 -29 right_child=11 4 3 7 -6 -7 -8 16 22 27 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.054572528218947002 0.047448591198920455 -0.16269221817117532 -0.0076947833310817637 -0.004231967282593006 0.12783221368225914 -0.23160753700610193 0.14262331934039379 -0.086355667171799766 0.11794020494154824 0.041242179212676408 -0.11329948647515728 0.65097313374773635 -0.24440581349637022 0.12101570087876143 -0.10336615111304412 0.31166791713521902 0.010859406715274895 -0.028791402064657658 -0.065603331077539087 0.00056745948741340323 0.062286522181745178 -0.018007724650219187 -0.4869372618991607 0.05454372933333522 0.28729442991218396 -0.12426885039283543 -0.17315714353351605 -0.015950511788845545 0.0077574700020033608 -0.46703912852432666 leaf_weight=22 553 20 744 591 1189 35 94 82 2732 1959 20 1320 33 238 40 1119 72 36 21 7112 495 635 20 821 25 22 22 49 745 20 leaf_count=22 553 20 744 591 1189 35 94 82 2732 1959 20 1320 33 238 40 1119 72 36 21 7112 495 635 20 821 25 22 22 49 745 20 internal_value=0.000979795 0.000658136 0.000530625 0.001032 0.00220628 -0.00190604 0.000491228 0.00158992 0.00173925 0.000350406 -0.00115 0.0026921 0.0020232 -0.00037299 -0.00586301 0.0024689 -0.00249351 -0.000871795 5.1523e-05 0.000171998 0.00182946 -0.00130191 0.0020442 0.000981982 -0.00376119 -0.00838095 -0.00690909 0.000783267 -0.000275184 -0.00585507 internal_weight=20886 17583 16245 7938 1338 149 114 4365 4211 3573 800 3303 1983 311 73 1672 154 780 8307 7628 516 679 3620 888 67 42 44 2773 814 69 internal_count=20886 17583 16245 7938 1338 149 114 4365 4211 3573 800 3303 1983 311 73 1672 154 780 8307 7628 516 679 3620 888 67 42 44 2773 814 69 is_linear=0 shrinkage=0.04 Tree=123 num_leaves=31 num_cat=0 split_feature=15 23 31 33 10 11 16 25 23 18 9 0 22 14 9 0 23 16 11 31 24 25 17 36 27 32 27 35 13 23 split_gain=7.31411 3.10934 2.38596 2.29051 1.56247 1.9687 1.19718 3.01498 1.17365 1.00779 1.24554 1.3873 1.47571 1.87759 1.31473 1.32809 1.44161 1.75475 1.19862 1.4 1.13541 1.44636 1.10089 1.13836 1.60965 0.964022 0.963148 1.38782 0.950126 0.944528 threshold=141.94000000000003 5.3099999999999961 88.357916666666682 98.965000000000018 0.78656609248549303 0.6078576107927941 165.37500000000003 13.939999999999992 29.47000000000001 56.005000000000003 0.91597561503675362 6.5000000000000009 68.905000000000015 -0.3744658827978154 -0.37940952255126059 18.500000000000004 -4.3949999999999951 93.445000000000007 1.0000000180025095e-35 71.880833333333356 -29.864999999999995 32.315000000000019 63.690000000000005 39.305077203649951 -12.82 66.887538563396973 31.490000000000006 71.783214285714294 -0.814291907305839 -1.7150000000000032 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 8 6 -4 -6 9 -8 26 22 14 -12 13 -13 15 20 -17 18 19 -18 21 -11 28 29 -25 -16 -3 -28 -1 -24 right_child=-2 2 4 -5 5 -7 7 -9 -10 10 11 12 -14 -15 25 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.033385026874369832 0.47601930433144857 0.01878755994424141 0.25428520663465343 0.15049867493738431 0.018598067546204026 -0.19582590064004371 0.00040148531238876073 -0.10991463132374588 0.20159262383504684 0.0098544654387969742 0.079878624906359871 -0.16117418738913586 0.029584230804922486 0.061138891563348993 -0.00018975770567269232 0.020199188234958667 0.04798261637439296 -0.0069640337462528136 -0.29252248899567784 -0.13325576290087532 0.091295468524984519 -0.12054573720314274 0.05566550404697819 -0.067900156056668132 -0.41331776379944385 0.069715631368995917 -0.35109181068283613 0.028169517166726971 -0.0098225039172822447 -0.065883160478142591 leaf_weight=293 1895 2314 1892 797 69 25 72 20 643 74 971 29 133 20 7256 953 35 227 30 28 1150 35 35 43 21 184 30 38 1551 23 leaf_count=293 1895 2314 1892 797 69 25 72 20 643 74 971 29 133 20 7256 953 35 227 30 28 1150 35 35 43 21 184 30 38 1551 23 internal_value=0.000954898 0.000718446 0.00157334 0.000412017 0.00265055 -0.00238298 0.000286126 -0.00426087 0.000866116 0.000318081 0.000465618 0.00171032 -0.00149451 -0.00742857 0.000321701 0.001109 0.000197958 -0.002125 -0.00675269 -0.00361905 0.00203018 -0.00187156 -0.000516785 -0.00419672 -0.007875 5.37636e-05 0.000456759 -0.00423529 -0.000273319 -0.000137931 internal_weight=20886 18991 5011 13980 1986 94 13183 92 3025 13091 11125 1153 182 49 9972 2532 1273 320 93 63 1259 109 1966 122 64 7440 2382 68 1844 58 internal_count=20886 18991 5011 13980 1986 94 13183 92 3025 13091 11125 1153 182 49 9972 2532 1273 320 93 63 1259 109 1966 122 64 7440 2382 68 1844 58 is_linear=0 shrinkage=0.04 Tree=124 num_leaves=31 num_cat=0 split_feature=19 22 29 9 14 23 15 9 2 14 31 23 20 15 10 15 35 32 27 27 35 32 10 2 23 27 15 0 36 24 split_gain=7.09967 2.10136 1.93701 1.69979 1.95027 2.09742 1.91102 1.46308 2.83293 2.75041 1.74975 1.71114 1.47297 1.42493 1.4922 1.70163 1.53474 1.30786 1.24553 1.14286 1.13616 1.07968 1.14861 1.22391 1.07463 1.07144 1.06623 1.05909 1.22674 0.935408 threshold=127.77500000000002 133.50500000000002 127.1496517239465 -0.91597561503675329 0.51849435583340198 17.105000000000004 0.092500000000000013 0.91597561503675362 4.5000000000000009 -0.83375966452616657 91.081041666666692 8.0550000000000015 105.55500000000002 143.14000000000001 0.60355339059327384 115.28500000000001 76.486547619047641 24.129708130771697 -2.2250000000000081 3.732499999999995 67.726279761904777 15.288758251410275 -0.98296291314453399 4.5000000000000009 -26.119999999999997 28.440000000000008 1.405 18.500000000000004 20.164726745021415 -27.459999999999994 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 6 27 -1 21 25 10 12 -11 19 14 18 17 -17 -16 -2 -10 -7 22 23 -5 -4 26 -9 -6 -29 -3 right_child=13 29 24 7 5 20 -8 8 9 11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.041526656809910849 0.042696198430261678 -0.019366813461232875 -0.030716839904743613 -0.069355498651068617 0.12006146656430915 -0.31939080569581424 0.28488837571314801 -0.031435953298790481 -0.009342553209815507 0.013187342548891208 0.039621356015658429 -0.26897714107058329 -0.38739656495334712 0.63731968235395264 -0.23605803691681473 -0.11935248562627057 0.13986570323126052 -0.10386615456876723 0.2999120726037191 -0.033509648088261866 -0.0070059624193677906 -0.00074018438638619524 0.034602557077727525 0.087174006490027267 0.11995290185316629 -0.24654886199261777 0.16203278748085942 -0.23327806119367647 0.0026301818046801785 0.19662803087591274 leaf_weight=141 574 90 111 33 113 29 1013 50 45 496 22 22 33 1233 33 39 219 40 1165 25 21 10798 1149 25 797 39 1225 25 69 1212 leaf_count=141 574 90 111 33 113 29 1013 50 45 496 22 22 33 1233 33 39 219 40 1165 25 21 10798 1149 25 797 39 1225 25 69 1212 internal_value=0.000930001 0.000610362 0.000486702 0.000380668 0.00170376 -0.00144747 0.00240555 0.000246956 0.00126111 -0.000914463 -0.00624 0.000370657 -0.00842718 0.00263155 0.00199034 -0.000471299 0.00105426 -0.00586301 0.00245888 -0.00514286 -0.0088 8.16328e-05 0.00121624 -0.00427586 0.00228194 0.00232572 0.00252549 0.000328503 -0.00280851 0.00215668 internal_weight=20886 17583 16281 15373 1411 257 1154 13962 1957 643 125 518 103 3303 2070 331 258 73 1739 70 50 12005 1207 58 908 1314 1275 207 94 1302 internal_count=20886 17583 16281 15373 1411 257 1154 13962 1957 643 125 518 103 3303 2070 331 258 73 1739 70 50 12005 1207 58 908 1314 1275 207 94 1302 is_linear=0 shrinkage=0.04 Tree=125 num_leaves=31 num_cat=0 split_feature=19 22 29 9 14 15 9 2 24 0 22 3 3 22 15 10 15 23 36 32 32 27 25 36 23 32 10 2 27 15 split_gain=7.10484 1.98851 1.90533 1.807 1.82972 1.69909 1.61047 2.0788 2.05357 1.4988 1.4638 1.39469 1.62251 1.85529 1.39305 1.37166 1.77876 1.35725 1.31691 1.30786 1.26688 1.24553 1.2004 1.0888 1.07463 1.07335 1.14861 1.22391 1.04169 1.03146 threshold=127.77500000000002 133.50500000000002 127.1496517239465 -0.91597561503675329 0.51849435583340198 0.092500000000000013 0.91597561503675362 4.5000000000000009 7.8000000000000016 17.500000000000004 86.355000000000004 201.50000000000003 117.50000000000001 68.305000000000021 143.14000000000001 0.60355339059327384 115.28500000000001 17.105000000000004 17.601609358033858 24.129708130771697 41.990167493859609 -2.2250000000000081 9.7849999999999984 44.090056862697729 -26.119999999999997 15.288758251410275 -0.98296291314453399 4.5000000000000009 28.440000000000008 1.405 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 -1 25 28 11 -6 -10 12 -9 23 15 21 19 18 -11 -17 -18 -2 -22 -14 -4 26 27 -5 29 -8 right_child=14 -3 24 6 9 -7 7 8 10 17 -12 -13 13 -15 -16 16 20 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039865590537514428 0.040988350493051134 0.16312754572344415 -0.029488166308553963 -0.066581278705026087 0.25469471810862165 0.27349284068462193 -0.030178515166838855 0.016722522111230084 -0.3663361564751999 -0.13768510706374998 0.00013961232740970387 0.019442884877863775 -0.1616232204380848 -0.0050923130763454684 0.61182689505979482 -0.22661571544014208 0.15539701699126568 -0.28690613721868807 0.010259076849714282 -0.099711508386016695 0.10857795346044601 0.28791558969957037 -0.12622955415222595 -0.037061631654353271 0.11515478577903958 -0.00071057701093070772 0.033218454794618213 0.083687046230426207 -0.23668690751291291 0.15555147598162525 leaf_weight=141 574 1302 111 33 75 1013 50 183 25 27 23 237 35 106 1233 33 213 41 114 40 21 1165 24 34 797 10798 1149 25 39 1225 leaf_count=141 574 1302 111 33 75 1013 50 183 25 27 23 237 35 106 1233 33 213 41 114 40 21 1165 24 34 797 10798 1149 25 39 1225 internal_value=0.000941492 0.000621737 0.000501444 0.000396279 0.00176045 0.00244021 0.000258416 0.00132243 -0.000541213 -0.00129183 -0.0085 0.00010084 -0.00147486 -0.00422857 0.00264366 0.00200966 -0.000350453 -0.00325275 -0.00139007 -0.00586301 0.0012093 0.00245888 -0.00488889 -0.00933333 0.00228194 8.49647e-05 0.00121624 -0.00427586 0.0022344 0.00243137 internal_weight=20886 17583 16281 15373 1411 1154 13962 1957 643 257 48 595 358 175 3303 2070 331 182 141 73 258 1739 45 69 908 12005 1207 58 1314 1275 internal_count=20886 17583 16281 15373 1411 1154 13962 1957 643 257 48 595 358 175 3303 2070 331 182 141 73 258 1739 45 69 908 12005 1207 58 1314 1275 is_linear=0 shrinkage=0.04 Tree=126 num_leaves=31 num_cat=0 split_feature=19 9 33 14 0 16 19 15 23 28 28 23 18 9 2 23 22 14 17 3 14 32 9 16 32 15 18 3 15 0 split_gain=6.8939 1.97579 2.18077 1.47513 1.8778 2.42723 1.7783 1.62521 1.46772 1.86667 1.39934 1.8111 1.37708 1.35866 2.81974 2.0373 1.85023 1.44014 1.50049 1.83385 1.11058 1.08571 1.01956 1.06238 0.992063 0.97886 0.94398 2.08944 0.940058 1.15486 threshold=127.77500000000002 -0.91597561503675329 83.430000000000021 0.33222858587828868 17.500000000000004 104.49500000000002 113.00500000000001 -0.19499999999999998 -27.309999999999992 165.2005505922248 135.95494595918024 -4.8849999999999971 32.335000000000008 0.91597561503675362 4.5000000000000009 5.1000000000000059 86.355000000000004 -0.43733099657705293 87.095000000000013 133.50000000000003 -0.83375966452616657 41.793496152184204 -0.37940952255126059 1.0000000180025095e-35 33.787882417625397 1.405 107.33500000000002 285.50000000000006 97.085000000000022 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 3 13 7 -5 6 12 -1 9 -4 11 26 -6 22 25 17 -17 18 19 -16 21 24 23 -3 -21 -15 27 -2 29 -10 right_child=10 2 8 4 5 -7 -8 -9 28 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.06913797054312977 -0.014519630157877784 -0.016914380504454471 -0.22997562059041649 0.28793363224064333 -0.30916044730530934 0.11646036779291699 -0.18815991628179699 0.27610047260657739 -0.058808635786303909 0.31170170745926046 0.48139268716021949 0.23136866355652838 -0.074369167156688315 -0.028971374560165301 -0.19223414805476099 -0.34419398375637111 -0.00042988267282085711 0.022421047680331877 0.0057199834391134822 -0.032828930140470114 0.028286887479774214 -0.43527979252738908 -0.0017727999175416651 0.02762366336918334 0.014813198724062336 0.15225909173467583 0.014015106785906875 -0.33602699807665337 0.10543650730121107 0.058541138718046642 leaf_weight=104 40 540 42 145 25 128 20 1122 133 28 1150 1921 138 50 22 29 26 297 105 36 33 20 8232 3180 20 1284 169 23 1605 219 leaf_count=104 40 540 42 145 25 128 20 1122 133 28 1150 1921 138 50 22 29 26 297 105 36 33 20 8232 3180 20 1284 169 23 1605 219 internal_value=0.00091851 0.000603538 0.000465631 0.00190725 -3.50876e-05 -0.00178778 -0.00474317 0.00262969 0.00169117 -0.004 0.00259522 0.0019935 -0.00336196 0.000286579 0.00127367 -0.00103401 -0.00836364 -0.000277673 -0.00261017 -0.00546565 -0.00333945 -0.006 0.000127845 0.000677419 -0.00314286 0.00229085 -0.00134483 -0.00552381 0.00189474 2.27274e-05 internal_weight=20886 17583 15901 1682 456 311 183 1226 2027 70 3303 2153 163 13874 1922 588 55 533 236 131 109 76 11952 3720 56 1334 232 63 1957 352 internal_count=20886 17583 15901 1682 456 311 183 1226 2027 70 3303 2153 163 13874 1922 588 55 533 236 131 109 76 11952 3720 56 1334 232 63 1957 352 is_linear=0 shrinkage=0.04 Tree=127 num_leaves=31 num_cat=0 split_feature=33 21 9 23 9 2 23 24 14 0 18 15 31 27 24 0 0 35 18 31 15 14 27 36 0 25 7 17 24 0 split_gain=6.64375 3.37889 2.26588 2.07098 1.75498 1.83336 1.92021 1.40781 1.32674 1.58641 1.86169 1.56977 1.30944 1.4683 1.35392 1.33053 1.22727 1.13128 1.09072 1.42033 1.06705 0.968563 1.21287 1.02773 1.62255 0.910503 0.906371 1.26136 1.82035 0.897418 threshold=90.040000000000006 124.19500000000001 -0.91597561503675329 -4.6399999999999961 0.91597561503675362 4.5000000000000009 8.0550000000000015 0.14000000000000037 0.33222858587828868 17.500000000000004 32.335000000000008 0.092500000000000013 138.67979166666669 9.4299999999999979 -30.404999999999998 22.500000000000004 12.500000000000002 105.85440476190477 81.605000000000004 77.318333333333342 1.405 -0.6391983530350368 -4.1300000000000123 47.254989665393822 6.5000000000000009 62.27000000000001 1.0000000180025095e-35 147.99500000000003 7.8000000000000016 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 8 26 -4 20 21 12 11 -10 -11 -1 13 14 16 -15 -2 18 19 29 -6 22 -7 24 -24 -16 -3 28 -28 -12 right_child=7 3 4 -5 5 6 -8 -9 9 10 17 -13 -14 15 25 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.039450181921972395 -0.23870187048739056 0.019023077582251028 0.0010938899141486056 0.19930635053966736 -0.027919351095298191 -0.11997156194702668 -0.33417058763602675 0.43730284983956735 0.25513959737702968 -0.29046932744450676 0.082357833083198093 0.265210489768126 0.16712834204286353 -0.031815377391837332 0.090450208778300692 -0.2272362754175079 0.12838155785633062 -0.29075086814517226 0.14053997073189969 -0.18187369692288857 0.14556746890014555 0.011192065259655744 0.0010534265696361441 0.019253773431441166 -0.32746757150827294 -0.2877648879858305 0.024162199763938616 -0.27815466602241307 -0.25142858502257848 -0.11407733723015015 leaf_weight=139 33 374 11917 2188 47 38 27 1245 113 24 54 1024 734 117 674 23 33 20 70 20 1213 413 71 62 29 26 56 26 21 55 leaf_count=139 33 374 11917 2188 47 38 27 1245 113 24 54 1024 734 117 674 23 33 20 70 20 1213 413 71 62 29 26 56 26 21 55 internal_value=0.00091468 0.000629076 0.000400626 0.00194371 0.000239415 0.00136842 -0.000375 0.00269671 0.00186702 -0.000269663 -0.00209053 0.00252107 0.00192683 0.000909492 0.00159791 -0.00285714 -0.00387879 -0.000931507 -2.01004e-05 -0.00220155 0.00225397 8.48289e-05 -0.0022 -0.000691358 -0.0032 0.00211429 -0.000444444 -0.00376699 -0.00119481 -0.00040367 internal_weight=20886 18001 15336 2665 13817 1900 640 2885 1519 356 243 1163 1640 906 766 140 66 219 199 129 1260 613 200 162 100 700 477 103 77 109 internal_count=20886 18001 15336 2665 13817 1900 640 2885 1519 356 243 1163 1640 906 766 140 66 219 199 129 1260 613 200 162 100 700 477 103 77 109 is_linear=0 shrinkage=0.04 Tree=128 num_leaves=31 num_cat=0 split_feature=33 23 31 9 9 2 23 35 31 23 13 21 15 32 25 21 24 31 25 27 27 24 14 24 18 23 33 23 19 10 split_gain=6.6213 3.48512 1.47632 1.45677 2.21032 1.91047 1.81214 1.60487 1.50424 1.64923 1.37637 2.50573 2.36688 1.25908 1.21602 1.21155 1.16662 1.18845 1.46922 1.14693 1.1323 1.58976 1.59638 1.11668 1.08398 1.27212 1.55692 1.7399 1.04742 1.0358 threshold=91.002500000000012 16.705000000000002 84.805625000000006 0.91597561503675362 -0.37940952255126059 4.5000000000000009 8.0550000000000015 105.85440476190477 91.913541666666688 -28.29999999999999 0.86548282553247169 92.445000000000007 92.715000000000018 31.424104120294466 14.254999999999997 32.150000000000006 0.14000000000000037 138.67979166666669 58.065000000000012 -5.7899999999999876 13.210000000000017 -4.8999999999999977 0.89309379682046119 -49.864999999999995 129.59500000000003 -3.9000000000000026 86.885000000000019 -7.1850000000000014 76.635000000000005 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 3 13 4 8 -5 -7 -6 -1 14 15 -12 19 -3 -10 -9 17 18 23 -13 24 22 -22 -2 25 26 27 -17 -27 -29 right_child=16 2 -4 5 7 6 -8 10 9 -11 11 12 -14 -15 -16 20 -18 -19 -20 -21 21 -23 -24 -25 -26 28 -28 29 -30 -31 leaf_value=0.006585900830686572 -0.092490535692092937 -0.058483709316741982 0.3371819300933398 0.12016502840755415 0.0010193193952527733 0.001721693239301779 -0.31893158251563059 -0.14464485213386741 0.0002415507436697051 0.11053545428793303 0.055067019923211467 0.029798825190901341 -0.35212670133224744 0.13800072298019672 -0.15960406367695612 0.0055042429701581633 0.42436477607032069 0.16417399718464257 -0.29083311765824321 -0.15096061856849854 0.038628783226284887 -0.24253481752980985 -0.15192236203269308 0.061791367777404842 0.06638976755759908 -0.12233138640787317 -0.11309947760450792 -0.036989005401799106 0.049062675018053545 -0.19617246553614984 leaf_weight=3172 20 295 1039 1269 7559 628 28 27 77 1703 61 25 36 1183 33 182 1215 731 37 38 65 22 20 806 196 38 35 52 269 25 leaf_count=3172 20 295 1039 1269 7559 628 28 27 77 1703 61 25 36 1183 33 182 1215 731 37 38 65 22 20 806 196 38 35 52 269 25 internal_value=0.000897443 0.000616695 0.00199762 0.000393316 0.000247892 0.00142338 -0.000329268 -0.000138728 0.000918756 0.00183784 -0.00157287 -0.005 -0.00892929 0.00118539 -0.00290909 -0.000983888 0.00270417 0.00199247 0.000987254 -0.00425397 -0.000734513 -0.00459813 -0.00211765 0.00133656 -0.000215809 -0.00105824 -0.00293878 -0.00186873 0.000742671 -0.00690909 internal_weight=20886 18077 2517 15560 13635 1925 656 8650 4985 1813 1091 160 99 1478 110 931 2809 1594 863 63 904 107 85 826 797 601 294 259 307 77 internal_count=20886 18077 2517 15560 13635 1925 656 8650 4985 1813 1091 160 99 1478 110 931 2809 1594 863 63 904 107 85 826 797 601 294 259 307 77 is_linear=0 shrinkage=0.04 Tree=129 num_leaves=31 num_cat=0 split_feature=33 22 9 14 15 9 2 23 0 23 9 28 24 31 27 24 21 22 15 14 0 36 23 27 29 33 20 28 0 29 split_gain=6.57316 3.37221 1.66158 1.77603 1.62529 1.45517 1.57646 1.58783 1.42934 1.38919 1.74709 1.26733 1.20248 1.23925 1.56166 1.38453 1.13638 1.08 1.04787 0.8892 1.10649 1.33341 1.36111 0.862269 0.854331 1.7744 0.842967 0.816993 2.32165 0.810366 threshold=91.002500000000012 126.30500000000002 -0.91597561503675329 0.50370931781787065 0.092500000000000013 0.91597561503675362 4.5000000000000009 8.0550000000000015 17.500000000000004 -0.62499999999999989 0.37940952255126054 60.450025235974103 0.14000000000000037 138.67979166666669 9.9900000000000055 -33.319999999999986 99.075000000000003 122.31250000000001 10.205000000000002 -0.52765736634565841 6.5000000000000009 47.254989665393822 -1.1499999999999948 -4.1300000000000123 -12.911276561762332 -194.80499999999998 38.320000000000007 134.97270785326194 20.500000000000004 99.20082458016374 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 -1 24 18 19 -5 10 -3 -10 13 14 15 17 -12 -2 -7 20 23 22 -22 -8 25 -4 -17 28 -16 -13 right_child=12 9 5 8 -6 6 7 -9 11 -11 16 29 -14 -15 27 26 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.049154704560108613 -0.0029354211383413719 0.05195009259238461 -4.2965304560640556 0.23407330531052722 0.23781581924881098 -0.011332877431999391 -0.13296718333296928 -0.30242995598509492 -0.29271521755836477 0.21497683622290339 -0.30370957647150215 -0.1582637554934134 0.4073901850275079 0.15760703729725667 -0.039493335106925986 -0.23107969090196093 -0.071179014253806364 -0.24514631538309561 0.13834392500429243 0.013139872258901557 -0.031390498699211344 0.0086787710520294346 -0.31669729123471202 0.0036709281168447266 0.0019535589429922574 0.042618526150758153 0.083809869984418306 0.27152839702338322 -0.26273439457500714 0.1660800930899736 leaf_weight=139 30 455 23 93 1099 93 21 30 23 1867 22 140 1215 731 64 20 90 20 1213 382 25 33 20 133 12077 37 672 36 21 62 leaf_count=139 30 455 23 93 1099 93 21 30 23 1867 22 140 1215 731 64 20 90 20 1213 382 25 33 20 133 12077 37 672 36 21 62 internal_value=0.000889783 0.000610057 0.000394554 0.00163496 0.00231987 0.000257543 0.00127179 -0.000347826 -0.00103145 0.00199507 0.000261023 -0.00275556 0.00268993 0.00196738 0.000940904 0.00162803 -0.00421429 -0.0048 0.00207044 9.12054e-05 -0.00186207 -0.00574359 -0.0102222 0.000103896 9.45869e-05 -0.00466667 0.00209249 -0.00327273 -0.00541176 -0.00174257 internal_weight=20886 18077 15643 1556 1238 14087 1950 644 318 2434 567 225 2809 1594 863 742 112 50 1306 614 232 78 45 154 12137 60 692 121 85 202 internal_count=20886 18077 15643 1556 1238 14087 1950 644 318 2434 567 225 2809 1594 863 742 112 50 1306 614 232 78 45 154 12137 60 692 121 85 202 is_linear=0 shrinkage=0.04 Tree=130 num_leaves=31 num_cat=0 split_feature=31 9 9 21 9 14 0 16 19 15 31 23 2 0 10 13 19 23 31 31 25 26 28 25 16 14 22 32 29 35 split_gain=6.52492 3.37367 2.30173 1.71283 1.63814 1.48771 1.7191 1.78972 1.57342 1.48876 1.45462 1.77628 1.39128 1.23033 1.11508 1.45225 1.09454 2.05043 1.19017 1.69 1.08512 1.07777 1.225 1.05969 1.05758 0.998885 1.06478 0.983016 0.926522 1.30977 threshold=127.63375000000001 -0.91597561503675329 0.91597561503675362 95.465000000000018 -0.37940952255126059 0.94353349168649059 17.500000000000004 97.415000000000006 99.320000000000007 0.092500000000000013 91.65666666666668 -28.29999999999999 2.5000000000000004 8.5000000000000018 -0.9159756150367534 0.75014288946266361 131.35500000000005 -4.3949999999999951 115.48020833333335 102.27000000000001 -6.6300000000000017 -13.575000000000001 150.09083960561344 -6.2050000000000045 -0.80499999999999994 -0.73865259438682551 22.120000000000005 83.705195987786553 96.864146784745301 97.051741071428594 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 25 10 9 -7 8 -8 -1 20 12 21 24 15 -15 -16 -18 19 -19 27 -12 -23 -22 -6 26 -4 -3 29 -26 right_child=-2 2 3 -5 13 6 7 -9 -10 -11 11 -13 -14 14 16 -17 17 18 -20 -21 23 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.043443369602821316 0.18251609579918107 0.024760460295995306 -0.1238755141217721 0.15192105222683636 -0.081209704594150195 0.35550911783766753 -0.074362847044200556 -0.030853646543072415 -0.21927100233053726 0.21528136861854857 0.036760643353459486 0.092800070024777151 0.031708424002409447 0.015628505861098315 -0.021040098592236101 -0.05354103825184664 -0.30681692690668927 0.0821732942707466 0.098540486676598094 -0.20406893874357335 -0.34340562675477787 -0.20151265452599945 -0.055932416089425264 -0.0068579539793418879 0.0058259481095357035 0.028850389350202458 -0.017355967016741351 -1.4412151442484311 0.039051261174955845 -0.067798470577180872 leaf_weight=144 2200 1358 38 1119 23 69 27 91 22 1967 21 1582 35 1678 2240 670 22 20 38 25 21 20 20 1558 2568 879 312 33 1801 285 leaf_count=144 2200 1358 38 1119 23 69 27 91 22 1967 21 1582 35 1678 2240 670 22 20 38 25 21 20 20 1558 2568 879 312 33 1801 285 internal_value=0.000866801 0.000624211 0.00042185 0.00158092 0.000227707 0.00205172 -0.00116746 -0.00371429 -0.00987755 0.00237044 0.000841652 0.00178308 -0.0035 -7.68408e-05 -0.000534413 8.17719e-05 -0.00115139 -0.00514286 -0.00226506 -0.00666667 0.000309764 -0.00714754 -0.011 -0.000407853 0.000382296 0.000550041 -0.00125714 0.00112437 0.000424581 -2.38344e-05 internal_weight=20886 18686 16366 2348 14018 2320 209 140 49 2111 4648 1678 96 9370 4693 2348 2345 105 83 45 2970 61 40 1579 4677 1229 350 1391 4654 2853 internal_count=20886 18686 16366 2348 14018 2320 209 140 49 2111 4648 1678 96 9370 4693 2348 2345 105 83 45 2970 61 40 1579 4677 1229 350 1391 4654 2853 is_linear=0 shrinkage=0.04 Tree=131 num_leaves=31 num_cat=0 split_feature=31 22 9 3 9 2 24 15 21 14 0 16 34 34 13 31 15 27 33 28 20 16 34 14 18 28 16 21 24 25 split_gain=6.29664 3.31457 2.06277 1.66007 1.42864 1.37625 1.55024 1.31766 1.19713 1.12199 1.44834 2.58065 1.11031 0.995368 1.05072 1.38004 0.972013 0.957563 1.53711 1.45577 1.16134 1.10291 1.89006 1.77924 1.02915 0.983632 1.09028 1.63977 1.51869 1.4831 threshold=127.63375000000001 133.50500000000002 -0.91597561503675329 340.50000000000006 0.91597561503675362 4.5000000000000009 7.8000000000000016 0.092500000000000013 92.075000000000003 0.33222858587828868 18.500000000000004 77.115000000000009 141.405 292.13000000000005 -0.93545489084327571 119.85791666666668 10.205000000000002 -59.510000000000012 56.180000000000007 134.03033333817407 91.705000000000013 136.00500000000002 165.38500000000002 0.11478523713130605 110.64500000000001 113.12669216857192 111.55500000000002 102.50500000000001 17.865000000000006 -4.9900000000000047 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 13 16 -7 -1 -8 -9 -11 -12 -5 14 15 -4 -6 18 20 21 -16 25 -23 24 -24 26 -19 28 -28 -30 right_child=-2 -3 4 12 5 6 8 9 -10 10 11 -13 -14 -15 17 -17 -18 19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.044260816134508878 0.17521545196721358 0.17204054944520297 -0.018056496884003351 -0.035979935403353869 -0.012580110968484508 0.001710143759597718 -0.19090609689261548 0.24469855287138903 0.076406269242709657 0.22241495859987553 -0.19179005073219063 -0.022145768534462932 -0.28696053926243109 -0.079303375089170292 -0.083861196382624417 -0.18951595688788572 0.13844069637581066 0.0043608811644408546 -0.29135146267458406 0.1729340663690761 0.17262182328231057 -0.0040709857766955239 -0.14492325683522328 -0.16890769410710074 0.0047486931426485145 0.054502103016730252 -0.037181886229061586 0.024277170280451149 -0.053157192459353214 -0.24467452340424739 leaf_weight=141 2200 1916 1335 62 94 627 34 1129 23 247 20 124 20 23 45 39 1327 8811 21 382 48 255 23 23 30 1193 375 264 26 29 leaf_count=141 2200 1916 1335 62 94 627 34 1129 23 247 20 124 20 23 45 39 1327 8811 21 382 48 255 23 23 30 1193 375 264 26 29 internal_value=0.000866801 0.000628492 0.00044842 0.001751 0.000297332 0.00126366 -0.000210526 0.00202529 -0.00652632 0.00236842 0.000521739 -0.00266667 -0.00380488 0.000139917 0.000154741 -0.00089083 0.00197326 0.000279393 -0.00336842 0.000315836 -0.00116129 0.000231753 -0.0020423 -0.00757895 -0.00354717 0.000302113 0.000166228 -0.00136023 -0.00288372 -0.00909091 internal_weight=20886 18686 16770 1743 15027 2105 684 1661 57 1520 391 144 82 12922 12899 1374 1421 11525 114 11411 93 11029 331 76 53 10698 9505 694 430 55 internal_count=20886 18686 16770 1743 15027 2105 684 1661 57 1520 391 144 82 12922 12899 1374 1421 11525 114 11411 93 11029 331 76 53 10698 9505 694 430 55 is_linear=0 shrinkage=0.04 Tree=132 num_leaves=31 num_cat=0 split_feature=15 24 31 10 22 27 16 28 25 11 24 25 22 15 23 18 18 27 33 27 23 14 20 0 18 21 14 23 25 16 split_gain=6.15462 2.46447 2.2196 1.75589 1.53397 1.35091 1.32893 1.6151 1.46403 1.25633 1.13487 1.19713 1.13177 1.12383 1.0677 1.82618 1.0618 1.41564 1.11447 1.05713 0.950876 1.01902 1.62439 0.914975 1.1 1.03977 1.48445 1.22451 0.89893 0.840283 threshold=141.94000000000003 -3.8399999999999959 88.920833333333348 0.91597561503675351 0.092500000000000013 -2.7299999999999964 165.37500000000003 113.95228916098203 10.004999999999997 0.6078576107927941 5.2600000000000025 1.0800000000000056 116.65500000000002 103.55500000000002 -13.064999999999996 111.04500000000002 90.25500000000001 -15.169999999999993 34.605000000000011 -0.76499999999999335 1.5149999999999937 -0.77243990499604276 75.805000000000021 20.500000000000004 84.605000000000004 25.005000000000006 0.99349222267034787 12.99 8.8699999999999992 111.55500000000002 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 6 19 4 10 -6 7 20 12 -5 11 -4 -8 -7 -9 -16 17 18 -2 -3 29 22 -22 25 28 -21 -27 -28 -25 -1 right_child=16 2 3 9 5 13 8 14 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 23 21 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.0032604688836924169 -0.027495126010576507 -0.0027897839013316279 0.13220865573007187 -0.010406438943577659 0.020673035074019262 0.060558618480639467 0.051017074421458586 0.00061709894722332295 -0.092359410898110131 -0.21407132784388275 0.19381741266131244 -0.095909783084175138 -0.20102882847596135 0.35645196310673721 -0.3624215305840241 0.089578052892567955 0.45354634626953511 0.36618338670652156 -0.28773857325501667 -0.007705391246144091 -0.0052252422403715037 -0.008367031976788078 -0.36408162841958325 0.082152928787913027 -0.083405726920797216 0.047159442453936731 0.00066006014335685478 -0.26238996777261692 -0.19724939694170282 -0.031114581772369389 leaf_weight=6638 56 2267 23 73 1056 1337 37 741 23 23 23 34 27 1248 20 1192 1609 210 20 428 55 253 41 68 22 2727 53 36 20 526 leaf_count=6638 56 2267 23 73 1056 1337 37 741 23 23 23 34 27 1248 20 1192 1609 210 20 428 55 253 41 68 22 2727 53 36 20 526 internal_value=0.00085531 0.000638408 0.00109684 0.00184124 0.00197904 0.00209942 0.000185492 0.000230721 -0.00473563 -0.0035 -0.0035 -0.00652632 -0.001625 0.00259188 0.0012555 0.0019868 0.00302902 0.000783217 -0.00389474 0.000591354 -3.56714e-05 -0.0020745 -0.00558333 0.00104234 -0.00254545 0.001164 0.00144318 -0.00364045 -0.000545454 6.36517e-05 internal_weight=20886 18991 9438 3817 3721 3641 9553 9466 87 96 80 57 64 2585 1953 1212 1895 286 76 5621 7513 349 96 3354 110 3244 2816 89 88 7164 internal_count=20886 18991 9438 3817 3721 3641 9553 9466 87 96 80 57 64 2585 1953 1212 1895 286 76 5621 7513 349 96 3354 110 3244 2816 89 88 7164 is_linear=0 shrinkage=0.04 Tree=133 num_leaves=31 num_cat=0 split_feature=15 9 9 21 14 0 16 9 31 23 16 15 35 26 26 17 9 31 29 14 29 34 23 29 20 14 25 13 26 25 split_gain=6.00303 2.33416 2.13102 2.63223 1.73331 2.64442 1.90165 1.46867 1.65817 1.52806 1.49234 1.46806 1.229 1.46566 1.20387 1.35484 1.18622 1.49059 1.30338 2.21963 1.24543 1.23595 1.89052 1.18032 1.12902 1.08306 1.12423 1.06591 1.04326 1.03308 threshold=141.94000000000003 -0.91597561503675329 0.78656609248549325 100.00500000000001 0.79773375822167203 17.500000000000004 63.690000000000005 -0.37940952255126059 92.843333333333348 1.1449999999999962 120.05500000000002 0.092500000000000013 103.72788690476192 19.449999999999999 25.850000000000005 -1.5699999999999998 0.12940952255126045 94.015625000000014 59.111511058964886 -0.031174269516803289 107.09746033403606 100.02000000000002 9.8849999999999998 88.940427866297924 46.335000000000008 0.38043945030393422 88.575000000000017 -0.93545489084327571 -5.6749999999999963 -6.6300000000000017 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 7 14 11 -6 -7 8 29 -9 16 -1 -8 -14 15 -4 17 28 19 -18 -19 -21 -23 -5 -2 26 -17 -10 -11 -3 right_child=24 2 3 23 5 6 12 9 27 10 -12 -13 13 -15 -16 25 18 20 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.039823610817274806 -0.05050327872131944 0.018225276572766746 -0.067035974742717691 0.042944000096412395 0.30287147383631458 -0.33141663036079339 -0.03886723895115278 0.00069292448692042416 -0.032706115763206249 -0.19273424642767262 0.13199327496337676 0.20550840213792712 -0.34613148728793192 -0.018700191217960804 -0.01183997161596115 0.0073945774816827825 -0.33940163873247686 -0.27140456385267725 -0.0077237312160637721 0.016621488640741467 -0.090635758387269116 0.020444863798385091 -0.36020516875792441 0.17732925200669239 0.38680539671237213 0.050963674146560667 -0.23773388187390407 0.084205298187977576 0.01270755811805117 -0.014522640136512829 leaf_weight=144 43 1348 21 571 128 21 136 7197 158 39 96 1691 23 24 339 1438 21 25 622 52 42 26 29 1016 1852 729 22 1444 66 1523 leaf_count=144 43 1348 21 571 128 21 136 7197 158 39 96 1691 23 24 339 1438 21 25 622 52 42 26 29 1016 1852 729 22 1444 66 1523 internal_value=0.000818922 0.000604708 0.000445554 0.00123404 0.00184033 -0.000819277 -0.00364706 0.000188525 0.000771742 -0.000129032 -0.00157957 0.00232153 -0.0023388 -0.00791489 0.000437819 0.000778281 -0.00207375 -0.00506977 -0.00138667 -0.0050625 -0.00973134 -0.00272897 -0.00690909 0.00251292 0.0029657 0.000875286 0.000246575 0.00180275 -0.00209524 0.000196447 internal_weight=20886 18991 16824 4136 2167 332 204 12688 4473 8215 1018 1835 183 47 2549 2210 922 172 750 128 67 107 55 1587 1895 2189 1460 1602 105 2871 internal_count=20886 18991 16824 4136 2167 332 204 12688 4473 8215 1018 1835 183 47 2549 2210 922 172 750 128 67 107 55 1587 1895 2189 1460 1602 105 2871 is_linear=0 shrinkage=0.04 Tree=134 num_leaves=31 num_cat=0 split_feature=15 23 10 31 33 27 15 15 10 14 24 33 29 24 20 16 25 29 32 19 2 10 25 20 21 18 34 0 32 20 split_gain=5.63334 2.44428 2.43481 2.26461 1.56091 1.34889 1.4823 1.28267 1.35275 1.76146 1.3457 1.27518 1.35267 1.26575 1.24273 1.22853 2.17499 1.64248 1.18081 1.35581 1.17408 1.4817 1.51919 1.19328 1.1371 1.1489 2.47217 1.6635 1.47894 1.12201 threshold=141.94000000000003 2.6749999999999905 0.60355339059327384 95.54791666666668 111.50500000000001 -29.970000000000002 160.03000000000003 0.092500000000000013 -0.60355339059327384 0.31595530242620651 24.395000000000007 56.885000000000005 46.446756525984888 -2.2949999999999942 100.25000000000001 165.37500000000003 13.939999999999992 121.6853802561199 36.151530956459744 158.03500000000003 5.5000000000000009 1.0000000180025095e-35 -13.574999999999994 133.00500000000002 117.02500000000002 125.76500000000001 148.29500000000004 2.5000000000000004 54.638854053493297 83.245000000000019 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 3 7 15 6 -2 -3 9 11 -11 12 -9 -5 -8 -1 17 -17 19 20 -10 23 -23 -22 25 26 28 29 -4 -28 right_child=5 2 24 13 -6 -7 14 8 18 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.004681613543593941 -0.070961210615458889 -0.043165776841708164 -0.0080013753538125607 -0.053198754422563485 0.20045712704419527 0.47225985396987968 -0.14837256453984368 -0.20333571513781948 0.058884840529745575 0.082790071996693054 -0.12790449894718522 -0.30510771843031864 -0.055286653518472222 0.2212854270928217 0.37158968111497359 0.02646253459314896 -0.1027808355347436 -0.18056410121578259 0.18822056362728648 -0.2056037007464882 0.082359744699606524 -0.021285551349818591 -0.19323937575865219 -0.15700653326521541 0.060127009524387917 0.026265990413379559 0.017485745011339527 -0.23307085540581238 -0.20047378660708584 -0.079164027740337164 leaf_weight=12456 101 277 276 76 258 1608 24 23 1437 209 84 21 139 1659 162 43 20 34 1442 21 95 26 29 24 171 74 20 28 28 21 leaf_count=12456 101 277 276 76 258 1608 24 23 1437 209 84 21 139 1659 162 43 20 34 1442 21 95 26 29 24 171 74 20 28 28 21 internal_value=0.000822752 0.000615239 0.00126861 0.00153326 0.000300055 0.00290237 0.000376307 0.000989809 0.00119437 -0.000789916 0.00113311 -0.00386885 -0.00266667 0.00273199 0.00249462 0.000236756 -0.00424742 -0.00119481 0.00150163 0.000764706 0.000896338 -0.0022069 -0.00763636 0.000302521 -0.00111327 -0.0021745 -0.00307775 -0.00991304 -0.00152632 -0.00478049 internal_weight=20886 18991 6180 5562 12811 1895 287 3827 3550 476 293 183 162 1735 186 12553 97 77 3074 1632 1611 174 55 119 618 447 373 69 304 41 internal_count=20886 18991 6180 5562 12811 1895 287 3827 3550 476 293 183 162 1735 186 12553 97 77 3074 1632 1611 174 55 119 618 447 373 69 304 41 is_linear=0 shrinkage=0.04 Tree=135 num_leaves=31 num_cat=0 split_feature=28 23 23 10 31 21 16 28 22 31 25 18 12 35 3 26 2 24 29 20 34 27 2 25 0 23 24 15 26 10 split_gain=5.76905 2.78015 2.41864 2.00202 2.15382 1.89957 1.47819 1.75696 1.22604 1.13552 2.10741 1.11384 1.34502 1.0378 0.998695 1.04639 1.11364 0.979284 0.930866 1.08444 2.58239 1.28734 1.15575 1.2232 1.24654 0.921818 0.884337 0.882024 1.33843 0.840263 threshold=134.03033333817407 2.6749999999999905 -20.634999999999998 0.60355339059327384 95.54791666666668 79.095000000000013 133.52000000000001 118.3999812298719 103.56500000000001 140.86322916666668 14.254999999999997 79.625000000000014 -0.56174490092936669 102.29763392857144 158.50000000000003 8.6750000000000131 3.5000000000000004 -2.2949999999999942 80.601144090522283 82.405000000000015 124.07000000000001 -9.4299999999999873 4.5000000000000009 -4.7450000000000037 7.5000000000000009 -29.684999999999999 -8.7749999999999968 -1.0000000180025095e-35 -40.204999999999991 -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=1 6 5 4 8 -2 7 -1 18 10 -7 -8 14 25 -13 -16 -17 -6 26 20 -20 -21 -23 24 -24 -12 -3 28 -28 -29 right_child=2 3 -4 -5 17 9 11 -9 -10 -11 13 12 -14 -15 15 16 -18 -19 19 21 -22 22 23 -25 -26 -27 27 29 -30 -31 leaf_value=0.0031309701356766729 -0.16653218460224167 -0.1448680958932943 0.31270191600275055 -0.013851716896282958 -0.057525073219594505 0.03609587716311112 -0.34340915154667279 0.087225393862922954 0.12053115924548094 0.15621386101466836 -0.24613884046213383 -0.0033721277176200458 0.0015810399018814792 -0.34630347514559218 -0.078672050517326411 -0.24667154259459337 -0.032661430342818466 0.22260148775468211 -0.26433545675905767 -0.20693099559590361 -0.011596058286544428 0.13397215242061186 -0.29457088301615059 0.075034598862710744 -0.02292384308164739 0.2122266505948589 -0.080207799470668417 -0.088337382440842868 -0.0062644607987800407 0.060144113567951622 leaf_weight=10726 29 39 1685 680 74 183 26 902 1743 140 30 76 378 23 60 22 22 1851 41 21 127 184 22 33 24 25 30 67 197 1426 leaf_count=10726 29 39 1685 680 74 183 26 902 1743 140 30 76 378 23 60 22 22 1851 41 21 127 184 22 33 24 25 30 67 197 1426 internal_value=0.000790195 0.000567045 0.00277069 0.00123129 0.00146896 9.30234e-05 0.000210285 0.00030891 0.00093475 0.00080798 -0.000750958 -0.00175342 -0.00137634 -0.00625641 -0.00422222 -0.00676923 -0.0114545 0.00256623 0.000309362 -0.00130973 -0.00385714 0.000197183 0.000958175 -0.00308861 -0.00730435 -0.00327273 0.000725412 0.000860465 -0.00146255 0.00121366 internal_weight=20886 18771 2115 6559 5879 430 12212 11628 3954 401 261 584 558 78 180 104 44 1925 2211 452 168 284 263 79 46 55 1759 1720 227 1493 internal_count=20886 18771 2115 6559 5879 430 12212 11628 3954 401 261 584 558 78 180 104 44 1925 2211 452 168 284 263 79 46 55 1759 1720 227 1493 is_linear=0 shrinkage=0.04 Tree=136 num_leaves=31 num_cat=0 split_feature=31 23 22 31 24 0 15 18 16 3 24 20 35 29 13 31 29 12 32 20 20 36 12 18 36 10 19 9 10 14 split_gain=5.70434 2.86435 1.8706 1.48488 1.43714 1.28273 0.998488 0.987313 1.76591 1.64596 1.58182 1.44212 1.2879 1.19451 1.12464 0.945996 1.01187 0.914067 1.14029 1.18848 1.37815 1.15273 0.89547 0.886364 0.869741 0.867706 1.45007 1.67638 0.872581 1.43388 threshold=127.63375000000001 2.6749999999999905 126.30500000000002 48.936666666666667 -1.0000000180025095e-35 22.500000000000004 115.81000000000002 97.415000000000006 130.55500000000004 271.50000000000006 -11.295 133.00500000000002 104.95217261904763 142.7355136109031 0.91596454896554913 78.596875000000026 100.42805135695885 -0.22252093395631442 51.64340538098449 87.095000000000013 102.05500000000002 52.619840502704271 -0.22252093395631442 7.0050000000000008 29.635408874530587 0.37940952255126048 94.190000000000012 0.12940952255126045 -0.60355339059327384 0.31595530242620651 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 3 17 -4 25 -2 8 -1 14 11 13 -13 -9 15 -10 -17 18 19 -3 -21 -20 -12 -22 -19 28 27 -27 29 -5 right_child=6 2 4 5 -6 -7 -8 10 9 -11 22 12 -14 -15 -16 16 -18 24 21 20 23 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.000231073237765394 0.036071377407099106 0.020900599815735648 -0.23481826405632106 -0.076830273371506413 0.25002063090275406 -0.22395263591375217 0.27832594208697753 0.0063840982501434289 0.060799702914187799 -0.16741488883611297 0.014627356813963393 -0.2381268725244961 -0.072875582607488956 -0.17777223000195494 -0.35976713122354981 -0.043472245907728517 0.0055655805217900223 -0.14724196123848415 -0.17367081281509075 -0.24562054766169475 0.12820619523972809 -0.050472802954994157 0.080882290690173025 -0.095578037267272167 0.0086403414578796831 -0.35896106569465241 0.036156770574183338 -0.0073880601257641865 0.085387793757008501 0.055563334379289196 leaf_weight=6207 462 68 25 267 1789 28 1738 3485 57 32 960 20 63 21 35 26 35 36 23 27 26 20 1239 22 452 39 436 177 2717 354 leaf_count=6207 462 68 25 267 1789 28 1738 3485 57 32 960 20 63 21 35 26 35 36 23 27 26 20 1239 22 452 39 436 177 2717 354 internal_value=0.000782534 0.00055571 0.00123332 0.000811594 0.00232415 0.00110304 0.00270909 0.00019376 -0.000148936 -0.004 0.000572219 5.46115e-05 -0.00515663 0.000177981 -0.00227451 -0.00040678 -0.00386885 -0.000925816 -0.00331183 -0.00159441 -0.00506667 -0.00902326 0.00141701 -0.001 -1.63933e-05 0.00116291 -0.000171779 -0.00285185 0.00142361 7.08536e-05 internal_weight=20886 18686 6506 4692 1814 4018 2200 12180 6392 185 5788 3589 83 3506 153 118 61 674 186 143 75 43 2199 48 488 3990 652 216 3338 621 internal_count=20886 18686 6506 4692 1814 4018 2200 12180 6392 185 5788 3589 83 3506 153 118 61 674 186 143 75 43 2199 48 488 3990 652 216 3338 621 is_linear=0 shrinkage=0.04 Tree=137 num_leaves=31 num_cat=0 split_feature=15 35 27 23 25 19 25 2 35 14 17 33 11 23 0 31 13 16 28 21 32 29 33 19 10 18 31 21 10 14 split_gain=5.59009 1.99533 2.1417 1.7057 1.6682 1.34186 1.31866 1.51915 1.99129 1.16667 1.11251 1.84785 1.17995 1.0311 2.46819 2.41862 2.22878 1.00714 1.72961 1.11378 1.11194 1.25408 1.66681 0.910396 2.5145 0.9025 0.899754 0.861127 1.18376 2.0629 threshold=126.28500000000001 84.95168154761906 -6.4150000000000054 2.6749999999999905 58.065000000000012 106.00500000000001 88.575000000000017 1.5000000000000002 135.19101190476195 -0.55656394595157355 100.25000000000001 -4.1949999999999994 1.0000000180025095e-35 -20.634999999999998 11.500000000000002 144.51583333333335 0.21022171450811275 136.00500000000002 113.12669216857192 134.41000000000003 24.815288648220903 126.47762829961012 74.910000000000011 132.85000000000005 0.60355339059327384 116.34500000000001 19.310416666666672 117.58500000000002 0.1294095225512602 -0.16799793862756093 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 4 17 10 6 7 26 27 -8 11 -2 -13 14 15 16 -3 18 -1 20 21 22 -19 -20 25 -25 -5 28 -9 -30 right_child=1 13 -4 5 -6 -7 9 8 -10 -11 -12 12 -14 -15 -16 -17 -18 19 23 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0013070945729251491 0.20053073043491509 0.041892136174026241 0.17918986211562524 -0.14977652487748253 -0.25548984267081898 0.13125630788452672 -0.22654588948332283 0.0075730703360188303 -0.67921981110049456 0.072890049605325247 0.0015580435373955212 -0.078208037944710984 -0.34393486085864494 0.31589726036443921 0.17262933236272537 0.12299308193248623 -0.26392800459429622 -0.010876317491484676 0.0625681977248944 -0.24515353638785189 0.0013089687525838687 0.11730509994239624 -0.16842154183061328 -0.047849126829264128 -0.23673389812298998 0.16623796886813419 0.072530400231586939 0.089970173074718149 0.010829081425575895 -0.1229066732664728 leaf_weight=10138 31 28 314 40 29 2061 21 1484 23 21 220 32 21 2504 207 35 40 23 1423 39 225 23 26 20 35 80 1039 249 278 177 leaf_count=10138 31 28 314 40 29 2061 21 1484 23 21 220 32 21 2504 207 35 40 23 1423 39 225 23 26 20 35 80 1039 249 278 177 internal_value=0.000763382 0.00223173 0.000228748 0.000471736 -0.00200601 0.00106286 0.000566627 0.000656535 5.60834e-05 -0.00647619 -0.00113158 -0.00504762 -0.00958491 0.00269225 0.000516129 -0.00454369 -0.00894118 0.000206782 0.00026881 -0.00195238 -0.00111784 -0.00544444 -0.00906122 0.00150963 -0.00162963 0.0016 0.00188693 0.000179159 -0.000105209 -0.00189011 internal_weight=20886 3461 647 17425 333 5393 3332 3290 2211 42 304 84 53 2814 310 103 68 12032 11696 336 297 72 49 1558 135 100 1079 2188 1939 455 internal_count=20886 3461 647 17425 333 5393 3332 3290 2211 42 304 84 53 2814 310 103 68 12032 11696 336 297 72 49 1558 135 100 1079 2188 1939 455 is_linear=0 shrinkage=0.04 Tree=138 num_leaves=31 num_cat=0 split_feature=15 23 31 24 25 33 23 7 22 34 15 15 18 26 13 2 3 35 19 36 10 27 25 25 32 24 29 33 18 18 split_gain=5.76857 2.25126 2.10342 2.12711 1.20388 1.20079 1.18742 1.11772 2.09079 2.98414 2.43349 1.58212 1.68544 1.20378 1.18528 1.17901 1.11776 1.07753 1.63031 1.11194 1.56681 1.6128 1.23023 2.62447 1.07106 1.42164 1.12167 1.06988 1.0947 2.19204 threshold=141.94000000000003 3.5549999999999931 92.19625000000002 -1.7950000000000015 9.7849999999999984 114.94000000000001 29.47000000000001 1.0000000180025095e-35 110.97500000000001 173.19000000000003 113.58500000000002 102.075 96.825000000000003 26.420000000000016 0.57782244426053786 1.0000000180025095e-35 185.50000000000003 116.50657738095239 38.420000000000009 40.201372000295954 0.60355339059327384 -5.2450000000000108 6.1449999999999969 -7.88499999999999 45.215845282068081 -23.215 122.33854389012974 -0.39499999999999996 95.810000000000016 80.705000000000013 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 6 4 -4 7 -3 11 15 16 -11 17 13 -13 -12 -9 -10 -1 -19 20 -20 -22 23 -23 26 -26 -17 28 29 -27 right_child=-2 2 3 -5 -6 -7 -8 8 9 10 14 12 -14 -15 -16 24 -18 18 19 -21 21 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.0043344546004339228 0.32441960482409909 0.0067190596604469926 -0.1401270219142893 0.1773465542372325 0.0092536787426462982 0.20040840888259012 0.15980120276776494 0.057724450794101843 -0.1008577779423469 -0.025749220726111268 -0.11593604422660242 -0.01194881339689495 0.064813170187089084 -0.15004509723192502 -0.43476561461110941 0.0042861169729115998 0.050272803776713622 -0.45356218259377024 -0.001301458580977758 0.0046773398260689667 0.062137192205192274 -0.37930167818697924 -0.21609717387700642 0.060874762308609026 -0.0061312433191887707 -0.97910683849895819 -0.11151311905470598 -0.12913623342668518 -0.46382979632231441 0.087032486700773237 leaf_weight=7867 1895 3079 91 1894 41 194 675 241 167 20 22 200 2298 34 20 1198 92 22 147 209 29 31 22 22 202 29 37 49 22 37 leaf_count=7867 1895 3079 91 1894 41 194 675 241 167 20 22 200 2298 34 20 1198 92 22 147 209 29 31 22 22 202 29 37 49 22 37 internal_value=0.000755722 0.000545732 0.00120415 0.00224284 -0.00266667 0.000257664 0.00064358 0.000211109 -0.000625468 -0.00360125 -0.0114839 0.000375333 0.00125118 -0.00198291 -0.0169524 -9.91734e-05 -0.00171429 0.000109714 -0.00172614 -0.00121739 -0.00301195 -0.00676923 -0.00986667 -0.00656604 -0.000498094 -0.00248968 4.85831e-05 -0.00563504 -0.00827273 -0.00569697 internal_weight=20886 18991 5780 2026 132 13211 3754 13017 2136 321 62 10881 2532 234 42 1815 259 8349 482 460 251 104 75 53 1574 339 1235 137 88 66 internal_count=20886 18991 5780 2026 132 13211 3754 13017 2136 321 62 10881 2532 234 42 1815 259 8349 482 460 251 104 75 53 1574 339 1235 137 88 66 is_linear=0 shrinkage=0.04 Tree=139 num_leaves=31 num_cat=0 split_feature=15 15 23 7 0 14 28 33 28 0 21 24 19 24 18 14 36 33 26 14 9 14 0 22 13 3 15 29 2 20 split_gain=5.43404 2.65017 2.85753 1.55059 2.4855 2.09134 4.14834 2.58665 2.46053 1.66908 1.38548 1.29316 1.84266 1.2677 1.26748 2.29943 1.26651 1.20665 1.49129 1.19132 1.12928 2.41877 2.75712 2.17239 1.46033 1.44258 1.33088 1.10341 1.0987 1.01006 threshold=151.58000000000004 97.085000000000022 -14.204999999999997 1.0000000180025095e-35 18.500000000000004 0.1318557721318592 113.95228916098203 79.990000000000023 88.120244154844258 20.500000000000004 165.99500000000003 33.009999999999998 135.15500000000003 -13.899999999999997 104.07500000000002 -0.031174269516803289 51.646478477876506 5.0050000000000008 -1.1050000000000038 0.57605713708605399 -0.91597561503675329 0.50370931781787065 17.500000000000004 96.460000000000022 0.3261394409934788 80.500000000000014 0.092500000000000013 117.27591220771134 4.5000000000000009 46.335000000000008 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 20 14 4 13 9 7 8 -7 -6 -8 -11 16 -4 15 -3 -13 -17 -19 -5 21 26 -23 -24 -25 27 -1 -22 -16 -2 right_child=29 2 3 19 5 6 10 -9 -10 11 -12 12 -14 -15 28 17 -18 18 -20 -21 25 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.037661821304651621 -0.037578648397101885 -0.0047568493355009513 0.030601039144545032 -0.027056039139693833 0.37945809848041023 -0.24108796719354128 0.037011123530606156 -0.36558624318170851 -0.063258997334147693 0.04116032275741352 -0.21938774210520115 0.072262786212446958 -0.17251885333230246 0.15903008427092857 -0.012248841225449674 -0.29702158796011446 -0.20129879730203659 -0.27900276739510049 0.026708575879011012 0.14611406217112538 0.01628389426764637 0.14650444308894689 0.0017692160529409939 -0.26378562695556623 -0.030002179115792345 -0.0024112431543472142 0.17841163097651808 -0.064375263878865219 0.18472549843142433 0.49453560687718295 leaf_weight=144 30 158 596 760 525 27 507 28 133 535 26 97 23 2884 791 26 29 24 27 401 2244 90 49 37 35 8279 975 36 114 1256 leaf_count=144 30 158 596 760 525 27 507 28 133 535 26 97 23 2884 791 26 29 24 27 401 2244 90 49 37 35 8279 975 36 114 1256 internal_value=0.000734655 0.000569388 0.00114693 0.00146766 0.00175231 0.000601036 -0.00110402 -0.00621277 -0.00425 0.00161787 0.000697936 0.00031579 -0.00297987 0.0023908 -0.000701754 -0.00331915 -0.00107936 -0.00898701 -0.00541176 0.000141258 0.000194802 0.00129323 -0.00263507 -0.00657851 -0.011 5.64449e-05 0.00203396 0.000947369 -2.20993e-05 0.0032535 internal_weight=20886 19600 7711 6571 5410 1930 721 188 160 1209 533 684 149 3480 1140 235 126 77 51 1161 11889 1330 211 121 72 10559 1119 2280 905 1286 internal_count=20886 19600 7711 6571 5410 1930 721 188 160 1209 533 684 149 3480 1140 235 126 77 51 1161 11889 1330 211 121 72 10559 1119 2280 905 1286 is_linear=0 shrinkage=0.04 Tree=140 num_leaves=31 num_cat=0 split_feature=15 15 27 20 0 13 18 14 32 0 9 14 0 22 3 18 17 0 19 13 24 22 29 15 20 0 2 23 34 35 split_gain=5.33336 2.33545 2.88571 2.09671 1.59258 2.02176 2.12362 1.58914 1.38047 1.25555 1.22012 2.26201 2.56348 1.95694 1.35048 1.20419 3.19763 1.92878 1.48611 1.19644 1.16298 1.12297 1.09784 1.05609 1.00142 0.994021 1.42907 1.07457 1.45009 1.08512 threshold=151.58000000000004 97.085000000000022 -17.384999999999994 104.00500000000001 7.5000000000000009 0.29342972903661901 93.805000000000021 -0.16799793862756093 18.911887408185947 22.500000000000004 -0.91597561503675329 0.50370931781787065 17.500000000000004 96.460000000000022 80.500000000000014 92.385000000000005 106.90500000000002 19.500000000000004 108.17000000000002 0.3261394409934788 -14.154999999999999 73.245000000000019 117.27591220771134 -0.19499999999999998 46.335000000000008 19.500000000000004 5.5000000000000009 -17.765000000000004 155.47000000000003 112.05714285714286 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 7 4 -4 9 21 -3 20 -6 11 23 -13 -14 22 16 17 -9 -18 -15 -8 -7 -12 -1 -2 -16 27 -27 29 -29 right_child=24 2 3 -5 5 6 8 15 -10 -11 14 12 13 19 25 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.062856505255721742 -0.03607550246121783 0.0052423782731429577 0.069138458347213369 0.12740563991638382 0.058370708914496888 -0.13881564438494878 -0.11747043519341514 0.035217265287502957 0.040264760749355796 -0.035239722829554912 0.015632538496940594 0.14064426536538915 0.0016984474108233095 -0.25323420187734352 -0.00046234778777913462 -0.020242247180589385 -0.32578959663413903 -0.20852542424013121 -0.21156116670621841 -0.028802091951160451 -0.029797064038564774 -0.095545547317105059 -0.061800253323710877 0.1672140578226145 0.47475418260209579 0.031426812083903188 0.034699226069381785 -0.070712359972962199 -0.16842381133995857 -0.205005314375966 leaf_weight=104 30 597 1206 3633 898 23 28 111 339 174 2244 90 49 37 7704 375 22 38 25 35 34 208 36 1015 1256 86 123 313 33 20 leaf_count=104 30 597 1206 3633 898 23 28 111 339 174 2244 90 49 37 7704 375 22 38 25 35 34 208 36 1015 1256 86 123 313 33 20 internal_value=0.000726994 0.000563265 0.00110543 0.00143237 0.000632303 -0.000154929 -0.00194937 -0.000726027 -0.000189526 0.000902985 0.000211624 0.00135338 -0.0024455 -0.00624793 6.78096e-05 -0.00223468 -0.00477551 -0.00190604 -0.0138723 -0.0104444 -0.00567742 -0.00500433 0.000929825 0.00206971 0.0032224 -0.000169586 -0.00177391 -0.00281416 -0.00375956 -0.00296697 internal_weight=20886 19600 7711 6543 2910 1704 632 1168 401 1072 11889 1330 211 121 10559 571 196 149 47 72 62 231 2280 1119 1286 8279 575 452 366 333 internal_count=20886 19600 7711 6543 2910 1704 632 1168 401 1072 11889 1330 211 121 10559 571 196 149 47 72 62 231 2280 1119 1286 8279 575 452 366 333 is_linear=0 shrinkage=0.04 Tree=141 num_leaves=31 num_cat=0 split_feature=15 22 23 33 3 33 7 22 31 16 14 20 10 14 29 36 2 14 20 33 17 17 14 18 27 25 23 29 23 14 split_gain=5.15895 2.24301 1.47656 1.47586 1.26872 1.27318 1.29516 1.76709 1.85534 1.38538 1.3242 1.22006 1.18033 2.29234 3.1235 2.00207 1.15229 1.01364 0.984241 0.983555 1.13635 2.22035 0.954695 1.96844 1.35422 1.33762 1.18 1.09876 1.50406 1.65384 threshold=151.58000000000004 124.20500000000001 -2.9699999999999913 93.590000000000018 358.50000000000006 92.915000000000006 1.0000000180025095e-35 110.97500000000001 45.349166666666683 136.00500000000002 0.68274389090025245 34.505000000000003 0.37940952255126048 -0.24372464231556024 84.389290100382325 42.628752922246285 1.0000000180025095e-35 -0.82413948779581736 46.335000000000008 -23.654999999999998 105.605 69.825000000000003 -0.99761278905001471 -1.5699999999999998 3.2650000000000046 -8.834999999999992 17.105000000000004 95.133908375004822 -37.454999999999991 -0.039769286347669845 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 -3 4 5 6 22 10 -9 -10 16 -5 -4 -14 15 -15 -8 -18 -2 20 21 -19 23 -1 -25 -26 27 -24 29 -29 right_child=18 2 12 11 -6 -7 7 8 9 -11 -12 -13 13 14 -16 -17 17 19 -20 -21 -22 -23 26 24 25 -27 -28 28 -30 -31 leaf_value=-3.8230667555106805 -0.034632482362769189 0.0001989013666691335 0.19482829464432944 -0.29330766337509195 -0.056252407321206573 -0.052421381634074581 0.048034350790519202 -0.10824169430574325 -0.08269151921871995 -0.24055262926724907 0.068374690083113795 0.081107914784210089 0.19004675196851228 -0.22326384339678371 -0.010328602942792638 -0.14734923882799636 0.0053618587394007582 -0.29636790411734321 0.45576401529801192 -0.049218010925201137 -0.36640704216578351 0.058135410409433298 0.0028424899347017757 0.048347491407655402 0.17675139039672044 -0.16852546198742091 0.11708680376966533 -0.087401853339764524 0.033880409743172919 0.058969693771211244 leaf_weight=20 30 738 1807 20 242 41 254 21 205 30 331 1065 313 20 130 23 500 37 1256 1051 20 35 7732 128 30 70 1158 44 3498 37 leaf_count=20 30 738 1807 20 242 41 254 21 205 30 331 1065 313 20 130 23 500 37 1256 1051 20 35 7732 128 30 70 1158 44 3498 37 internal_value=0.000705928 0.000544898 0.00154536 0.000361881 0.000261948 0.000307571 0.000326558 -0.000508857 -0.00365625 -0.0026383 -0.000147217 0.00178802 0.00204623 0.000296296 -0.00339884 -0.0127442 -0.00055456 -0.000942179 0.00316019 -0.0015993 -0.00556522 -0.00322222 0.000489738 -0.00196774 -0.000912281 -0.0044 0.000538616 0.00041411 0.000993574 -0.00439506 internal_weight=20886 19600 3031 16569 15484 15242 15201 2484 256 235 2228 1085 2293 486 173 43 1897 1643 1286 1143 92 72 12717 248 228 100 12469 11311 3579 81 internal_count=20886 19600 3031 16569 15484 15242 15201 2484 256 235 2228 1085 2293 486 173 43 1897 1643 1286 1143 92 72 12717 248 228 100 12469 11311 3579 81 is_linear=0 shrinkage=0.04 Tree=142 num_leaves=31 num_cat=0 split_feature=28 22 23 31 9 14 0 15 19 9 2 28 23 25 14 36 0 21 15 23 22 36 16 31 17 28 15 14 23 19 split_gain=5.08097 2.5523 1.91887 1.65144 1.64531 2.34353 3.00783 2.02551 1.74209 1.60732 2.14418 1.76319 1.75184 1.41206 1.28054 2.22786 1.76804 1.23469 1.22952 1.20771 1.45774 1.61059 1.1946 1.18523 1.10347 1.06068 0.983832 1.02721 1.63987 0.974973 threshold=134.03033333817407 152.10000000000005 -26.119999999999997 140.86322916666668 -0.91597561503675329 0.50370931781787065 17.500000000000004 121.70500000000001 125.76500000000001 0.91597561503675362 4.5000000000000009 98.641122157860082 8.0550000000000015 14.254999999999997 -0.41399101439218416 46.712685475513943 6.5000000000000009 90.00500000000001 0.092500000000000013 10.675000000000004 96.460000000000022 21.367456405490945 135.15500000000003 83.52000000000001 190.27500000000003 113.12669216857192 81.995000000000019 -0.57077231802681661 12.369999999999999 103.21500000000002 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 3 13 5 18 -7 8 19 22 26 12 14 17 15 16 23 -2 -1 20 -8 -22 25 -12 -15 -6 27 28 -11 -27 right_child=2 -3 -4 -5 9 6 7 -9 -10 10 11 -13 -14 24 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.036515636557563007 -0.13000597372747263 0.1851002810351555 0.24959341176108701 0.12132863641087985 0.00046542639051786291 0.20801614130247501 0.042978759851391733 0.077965338910050308 -0.29486967418770682 -0.00061086158717239554 -0.028690607664846036 0.10201515049490438 -0.31697475946798553 -0.12585122166092294 0.0060281892781497148 0.0094545254794291718 -0.24203215093429634 0.02213053802419683 0.20095884900066741 -0.27262299527949313 -0.099039170870717147 0.00077301399735465125 -0.035389409974812457 0.057293914946755724 -0.24336653697853031 0.057045409681582754 0.18444653758433957 0.065910672043286128 -0.27377650261814079 0.021097242745734376 leaf_weight=144 21 818 1800 110 11150 167 44 100 30 163 49 166 25 37 325 102 43 126 1378 64 22 36 526 30 21 787 1014 502 27 1059 leaf_count=144 21 818 1800 110 11150 167 44 100 30 163 49 166 25 37 325 102 43 126 1378 64 22 36 526 30 21 787 1014 502 27 1059 internal_value=0.000704012 0.000494593 0.00256265 -0.00031746 0.000395032 0.00148111 -0.0010108 -0.00343243 -0.00579592 0.00026002 0.0012036 -0.000594594 -0.0016446 -0.00243902 -0.00117304 -0.0035 -0.00714754 -0.000353741 0.00223916 -0.00419277 -0.0014902 -0.00565517 8.9336e-05 -0.00359494 -0.00772414 0.000164974 0.00198359 0.000820809 -0.00168421 0.00105309 internal_weight=20886 18771 2115 315 17953 1985 463 296 196 15968 2446 740 574 205 549 224 122 147 1522 166 102 58 13522 79 58 12996 1706 692 190 1846 internal_count=20886 18771 2115 315 17953 1985 463 296 196 15968 2446 740 574 205 549 224 122 147 1522 166 102 58 13522 79 58 12996 1706 692 190 1846 is_linear=0 shrinkage=0.04 Tree=143 num_leaves=31 num_cat=0 split_feature=15 23 31 24 36 31 33 35 23 16 19 20 15 22 28 23 33 9 26 22 14 17 24 15 14 19 0 15 24 36 split_gain=5.07023 2.10838 2.12768 2.29409 1.57863 1.50417 1.17351 1.11733 1.10724 1.01075 1.18262 0.934191 0.9 0.892309 0.888211 1.14009 1.83339 1.37679 1.27919 1.26464 1.32914 1.65226 1.58387 1.02451 0.998017 1.31488 1.08071 0.991205 1.56607 1.32705 threshold=146.60000000000002 4.6000000000000023 95.54791666666668 -1.4950000000000043 39.800760323706363 121.76218750000002 114.94000000000001 84.95168154761906 29.47000000000001 178.78500000000003 106.52500000000002 53.875000000000007 99.320000000000007 3.9900000000000007 55.132525402612174 -10.570000000000002 76.425000000000011 0.25881904510252091 58.955000000000013 78.77500000000002 0.48877522411129348 132.85000000000005 -31.794999999999998 132.85000000000005 -0.065537083312030994 115.28500000000001 12.500000000000002 4.0050000000000008 1.0000000180025095e-35 39.20310808677467 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 6 8 4 5 12 9 11 -3 13 -11 -2 -4 -1 27 16 -16 18 23 -19 -21 -22 -23 24 25 26 -18 28 -15 -30 right_child=7 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 19 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.013346973840419196 -0.1269278920905165 0.0085862534545869465 -0.19449857541717247 0.19700663447502428 0.031153282315587436 0.04231325539574101 0.19374541199749634 0.42915054277808573 0.14391619442334258 0.022618715910784092 -0.271051976218951 0.078924247430939384 -0.27425746412621427 0.018921786406638327 0.0066636479656190656 0.016571652192779968 0.05695576902968038 0.043762112869012847 -0.18664178984086119 -0.09440482227622797 -0.20643266490196305 -0.19551317171355961 0.088457058797406354 0.22669790763923636 -0.00098247549146402878 -0.18028957040090896 -0.081489103201806121 -0.01838735700887131 -0.062501628798281875 0.00042803966871225718 leaf_weight=1396 20 3072 20 1595 29 24 226 1367 709 25 26 204 20 641 2303 7351 33 48 27 73 24 23 20 72 284 20 31 1009 74 120 leaf_count=1396 20 3072 20 1595 29 24 226 1367 709 25 26 204 20 641 2303 7351 33 48 27 73 24 23 20 72 284 20 31 1009 74 120 internal_value=0.000698267 0.000519306 0.00118413 0.00236493 -0.00374194 -0.00725 0.000256329 0.00286864 0.000656969 0.000208824 -0.00541176 0.00025 -0.012 0.00022998 0.000339998 0.000484625 -0.000178499 -0.0020458 -0.000882227 -0.00493617 -0.00685714 -0.0109254 -0.00623256 -0.000363636 -0.00121739 -0.00504762 -0.00225 -0.000468546 0.000550898 -0.00259794 internal_weight=20886 19295 5469 1688 93 64 13826 1591 3781 13600 51 224 40 13549 12153 10309 2958 655 467 188 140 67 43 440 368 84 64 1844 835 194 internal_count=20886 19295 5469 1688 93 64 13826 1591 3781 13600 51 224 40 13549 12153 10309 2958 655 467 188 140 67 43 440 368 84 64 1844 835 194 is_linear=0 shrinkage=0.04 Tree=144 num_leaves=31 num_cat=0 split_feature=15 9 9 21 14 0 15 22 14 10 28 20 27 13 17 26 14 15 21 10 22 19 24 33 19 15 27 13 3 16 split_gain=4.9243 2.05328 2.10163 1.98583 1.6068 3.02484 2.84991 1.73205 1.48193 1.76226 2.23259 2.15934 1.50695 1.38263 1.87777 2.29991 1.29928 1.27406 1.27178 1.19914 2.17197 1.49887 1.57739 1.40918 1.17753 1.29643 1.15658 2.11722 1.13569 1.31746 threshold=151.58000000000004 -0.91597561503675329 0.91597561503675362 99.905000000000015 0.50370931781787065 17.500000000000004 115.81000000000002 102.90500000000002 0.3484035575467645 0.37940952255126048 130.94444205590676 128.76500000000001 1.3100000000000096 0.73283908552571664 140.78500000000003 3.895 -0.55656394595157355 0.092500000000000013 4.0450000000000008 -0.60355339059327384 119.89000000000001 98.765000000000015 -42.784999999999997 -217.97999999999999 102.50500000000001 84.905000000000015 -14.800000000000002 0.96465729447553372 275.50000000000006 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 4 8 16 17 -6 7 -7 19 13 11 -11 -13 -10 -15 -16 18 -1 -4 20 21 23 -23 -3 25 -9 -22 -28 29 -21 right_child=-2 2 3 -5 5 6 -8 24 9 10 -12 12 -14 14 15 -17 -18 -19 -20 28 26 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.035300562598477213 0.39690008422082856 -3.3418809197710289 -0.34851568338049937 0.15762639474582685 0.2642035191132312 -0.065445160344276568 0.066034376298883771 -0.44685057028139058 0.081021143350945249 -0.0030139767958913045 0.11683217504928375 -0.013788279582299967 -0.31859470912228055 0.0092782253296658217 -0.066059805045928982 -0.24433641283627616 0.038397730405142043 0.19530555803564578 -0.0075304453394591658 -0.086604208663585105 -0.043246569313459562 -0.21835783020670177 -0.15220477664010601 -0.0039409177576672982 -0.21996372888175014 0.025435155946408407 -0.43062025275105342 -0.044310828819911913 -0.054534867371479799 0.012952845419356434 leaf_weight=144 1286 27 22 1103 239 92 198 21 2098 2192 523 72 47 507 43 20 967 1521 492 194 47 27 315 3214 47 35 24 28 393 4948 leaf_count=144 1286 27 22 1103 239 92 198 21 2098 2192 523 72 47 507 43 20 967 1521 492 194 47 27 315 3214 47 35 24 28 393 4948 internal_value=0.000700182 0.000542857 0.000393689 0.00144582 0.00166652 -5.06328e-05 -0.00220865 -0.00564103 0.000208982 0.000728463 3.38745e-05 -0.000500216 -0.0057479 0.00146627 -0.000280702 -0.00679365 0.000488859 0.00231832 -0.00113619 -0.000101117 -0.00066051 -0.000499023 -0.00301754 -0.000233261 -0.00920388 -0.00528571 -0.00650505 -0.0106154 0.000271003 0.000429405 internal_weight=20886 19600 17303 2584 2297 632 393 195 14719 5502 2834 2311 119 2668 570 63 1481 1665 514 9217 3682 3583 342 3241 103 56 99 52 5535 5142 internal_count=20886 19600 17303 2584 2297 632 393 195 14719 5502 2834 2311 119 2668 570 63 1481 1665 514 9217 3682 3583 342 3241 103 56 99 52 5535 5142 is_linear=0 shrinkage=0.04 Tree=145 num_leaves=31 num_cat=0 split_feature=19 28 23 9 27 14 0 16 19 23 29 9 21 34 14 17 22 25 15 32 27 22 20 0 20 27 2 10 18 24 split_gain=4.52599 1.72571 2.72157 1.44229 1.41583 1.25146 1.75812 2.20684 1.7783 1.29961 1.1196 1.39682 1.11449 1.0824 1.27196 1.22464 1.09247 1.06078 1.05754 1.03736 1.03373 0.99 1.44674 0.947783 1.02984 0.988027 1.00762 0.942973 0.958223 1.14358 threshold=126.28500000000001 134.03033333817407 2.6749999999999905 -0.91597561503675329 -38.029999999999994 0.33222858587828868 17.500000000000004 104.49500000000002 113.00500000000001 10.675000000000004 97.163902118751523 0.91597561503675362 139.90500000000003 114.46000000000002 0.99981043035926087 55.140000000000008 68.305000000000021 4.4100000000000046 0.092500000000000013 83.705195987786553 -70.124999999999986 114.26500000000001 83.695000000000007 20.500000000000004 115.00500000000001 -2.2250000000000081 1.0000000180025095e-35 0.91597561503675351 106.90500000000002 -28.089999999999996 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 4 5 -2 18 -7 8 9 -8 12 17 13 15 -15 19 -16 -12 -1 -5 -19 22 -11 25 -25 26 -4 28 -6 -30 right_child=1 -3 23 10 27 6 7 -9 -10 21 11 -13 -14 14 16 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.033888540094538122 -0.20955482838749159 0.33469269434629562 -0.25447055172263972 -0.002959931178764948 -0.045491552256467387 0.18260522680967792 0.005262339940155937 0.083632455371619202 -0.21985984350870943 -0.39373249011184175 0.028402086666982386 0.11020124195016662 0.10491872517515845 -0.0038315544487886634 -0.16831339909425164 0.017785980280524496 -0.23933679000098168 -0.23832876291413629 0.16573205273047786 -3.5820642806878347 0.0002611556966282263 -0.26818370408667813 0.063585407058212487 -0.18715583981628101 0.057643176508631079 0.26039265719134858 0.12636904043154007 -0.20828724106788113 -0.065728907096108471 0.11895513686366378 leaf_weight=144 25 1251 20 1274 181 140 83 117 20 23 2762 566 336 6581 20 2059 23 32 1068 31 2087 25 32 26 96 1121 400 48 40 255 leaf_count=144 25 1251 20 1274 181 140 83 117 20 23 2762 566 336 6581 20 2059 23 32 1068 31 2087 25 32 26 96 1121 400 48 40 255 internal_value=0.000692521 0.00201328 0.00134177 0.000430006 -0.00110018 0.00155448 -0.000272727 -0.002 -0.00474317 -0.00336196 0.000312219 0.000776207 6.74159e-05 -8.81042e-06 -0.000305555 0.000575505 -0.00716279 0.000558082 0.00221782 -0.000383142 -0.000115149 -0.007 -0.004 0.00214793 -0.0012459 0.00241661 0.000761905 -0.000656488 -0.000117647 0.00128814 internal_weight=20886 3463 2212 17423 549 1652 440 300 183 163 15771 5447 10324 9988 6624 3364 43 4881 1212 1305 2119 80 55 1663 122 1541 420 524 476 295 internal_count=20886 3463 2212 17423 549 1652 440 300 183 163 15771 5447 10324 9988 6624 3364 43 4881 1212 1305 2119 80 55 1663 122 1541 420 524 476 295 is_linear=0 shrinkage=0.04 Tree=146 num_leaves=31 num_cat=0 split_feature=15 9 33 24 0 20 14 0 15 19 23 16 34 9 2 15 14 23 14 15 15 33 34 35 23 36 13 22 31 15 split_gain=4.37641 2.20892 1.84028 1.56285 1.53806 1.99652 1.3764 2.49385 2.44146 1.97562 1.5505 1.31302 1.88708 1.18362 1.70537 1.11346 1.16027 1.52089 1.30963 1.15174 1.066 1.67529 1.30971 1.04809 0.941123 0.920744 0.918274 1.90092 0.907357 0.898148 threshold=153.41500000000002 -0.91597561503675329 91.002500000000012 -21.085000000000004 22.500000000000004 108.46500000000002 0.50370931781787065 17.500000000000004 115.81000000000002 113.00500000000001 10.675000000000004 174.65000000000001 192.40500000000003 0.91597561503675362 4.5000000000000009 82.295000000000016 -0.57077231802681661 12.369999999999999 0.96849880583763492 80.295000000000016 96.825000000000003 92.655000000000015 181.06000000000003 92.824092261904767 7.6050000000000049 17.601609358033858 -0.90893996196865023 111.40500000000002 149.42083333333338 0.092500000000000013 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 6 11 28 20 -6 29 -8 9 10 25 13 -13 -3 15 16 17 19 -18 -15 21 -5 -23 -11 -16 -9 27 -2 -4 -1 right_child=26 2 3 4 5 -7 7 8 -10 23 -12 12 -14 14 24 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032532998490756582 -0.24046776341106507 0.0018190066252157036 -0.027632120857778886 0.073432016300261374 -0.23300403761645719 0.020565361154109708 0.24696553888681924 -0.022503404092041018 0.063230798146483483 -0.053196027919040073 -0.22332807457900625 -0.2639697839381534 0.0075521398287016475 0.052807625184725711 -0.0027443523350089935 0.17007909329400761 0.1004449420898765 -0.26535692184548604 -0.028750317847919194 -0.084451166244632461 0.11803385416513183 -0.19198896341900074 0.0036245322120958567 -0.26122540483899992 -0.2369175766874469 0.043271984973970126 0.5183633665341586 0.14298387239048516 0.11354331667950238 0.18077947181380463 leaf_weight=144 21 13118 287 41 23 43 240 23 203 21 57 24 45 145 622 875 438 27 97 21 1401 22 25 26 37 68 1089 100 79 1524 leaf_count=144 21 13118 287 41 23 43 240 23 203 21 57 24 45 145 622 875 438 27 97 21 1401 22 25 26 37 68 1089 100 79 1524 internal_value=0.00067337 0.000529783 0.00037536 0.00154295 0.00209646 -0.00387879 0.00169297 0.000112853 -0.00182915 -0.00502564 -0.00275676 0.000230177 -0.00527536 0.000254877 0.00109991 0.00180412 0.000648352 -0.00201036 0.00160748 -0.000578313 0.00236132 -0.00190909 -0.00706383 -0.0121702 -0.00061305 0.000483517 0.00300826 -0.000297521 -0.000808743 0.00229736 internal_weight=20886 19676 17370 1921 1555 66 2306 638 398 195 148 15449 69 15380 2262 1603 728 193 535 166 1489 88 47 47 659 91 1210 121 366 1668 internal_count=20886 19676 17370 1921 1555 66 2306 638 398 195 148 15449 69 15380 2262 1603 728 193 535 166 1489 88 47 47 659 91 1210 121 366 1668 is_linear=0 shrinkage=0.04 Tree=147 num_leaves=31 num_cat=0 split_feature=15 9 9 21 14 0 15 35 19 23 9 31 23 23 18 31 25 15 17 15 19 16 28 19 17 9 21 10 32 24 split_gain=4.36207 2.1935 1.94143 1.87636 1.3764 2.49385 2.22683 1.94064 1.6879 1.38097 1.35585 1.51177 1.56912 1.41644 1.23335 1.17146 1.06594 1.18633 1.10021 1.03019 0.976619 0.946809 1.12175 1.82769 1.52462 1.06064 2.03324 0.94317 1.44892 2.60836 threshold=153.41500000000002 -0.91597561503675329 0.78656609248549325 100.00500000000001 0.50370931781787065 17.500000000000004 122.31250000000001 87.585773809523815 109.63500000000001 11.285000000000002 -0.37940952255126059 92.843333333333348 -34.749999999999993 12.99 115.81000000000002 80.662291666666675 88.575000000000017 100.25000000000001 106.90500000000002 17.155000000000005 111.04500000000002 178.78500000000003 130.94444205590676 109.96500000000002 162.65500000000003 1.0000000180025095e-35 124.19500000000001 0.91597561503675351 19.511522726793029 -19.484999999999996 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 10 16 -1 -6 7 9 -9 -7 11 -3 20 21 -15 -5 17 18 -4 -14 -13 22 23 -12 -24 -26 -27 -25 29 -29 right_child=-2 2 3 15 5 6 -8 8 -10 -11 13 12 19 14 -16 -17 -18 -19 -20 -21 -22 -23 24 27 25 26 -28 28 -30 -31 leaf_value=0.13785217063086752 0.39738950747475726 0.0027631628811178501 0.0029773252215772338 0.019383798770309716 0.23708691733134618 0.0089705889413286121 0.1808857482649697 -0.067192299223914773 -0.25605248740265873 -0.20317122866052689 6.6960054374952426e-05 -0.014938357807789068 -0.060641518525287402 -0.12926320228861882 -0.23402445443151185 0.14802919626055699 -0.25171521051293283 0.14379204258456479 -0.090342198269030546 0.080625249812534105 -0.13924673088965842 -0.19333820728787604 0.10176157929848278 -0.02662396341731009 0.014272508236952409 -0.0095337007761834829 -0.15135876733649287 -0.39297841321264854 -0.070703412700940479 -0.043954579515640239 leaf_weight=1668 1210 2942 2120 516 240 89 177 34 42 56 6792 39 29 161 29 1147 34 391 22 1696 20 28 476 491 115 67 27 21 153 54 leaf_count=1668 1210 2942 2120 516 240 89 177 34 42 56 6792 39 29 161 29 1147 34 391 22 1696 20 28 476 491 115 67 27 21 153 54 internal_value=0.0006772 0.000533848 0.000379966 0.0011253 0.00169297 0.000112853 -0.00182915 -0.00450679 -0.00968421 -0.0017931 0.000140031 0.000682184 0.0016009 -0.000164488 -0.00357895 0.00217198 0.000447215 0.00054165 0.000171802 0.00182029 -0.00481356 -8.5603e-05 -6.05172e-05 -0.000201837 0.00148905 -0.00135885 -0.00451064 -0.00211961 -0.00424561 -0.0088 internal_weight=20886 19676 17370 4230 2306 638 398 221 76 145 13140 4726 1784 8414 190 1663 2567 2533 2142 1725 59 8224 8196 7511 685 209 94 719 228 75 internal_count=20886 19676 17370 4230 2306 638 398 221 76 145 13140 4726 1784 8414 190 1663 2567 2533 2142 1725 59 8224 8196 7511 685 209 94 719 228 75 is_linear=0 shrinkage=0.04 Tree=148 num_leaves=31 num_cat=0 split_feature=22 33 15 20 27 15 27 23 7 14 0 23 33 17 31 34 36 9 14 27 15 27 22 14 24 17 27 19 3 26 split_gain=4.26423 1.97867 1.38156 1.24122 1.1628 1.43228 1.22727 1.15915 0.927827 1.10227 1.08629 1.08546 0.906404 1.31184 1.07302 0.888843 0.921248 0.881886 1.5117 1.2888 1.05314 0.840973 0.794048 0.968009 0.869429 0.96814 0.79305 0.912217 2.28885 1.77146 threshold=124.20500000000001 93.590000000000018 141.94000000000003 34.505000000000003 -31.454999999999995 167.65500000000003 -43.534999999999975 0.37500000000000006 1.0000000180025095e-35 0.89691351184655443 18.500000000000004 -1.4350000000000021 77.670000000000016 132.85000000000005 108.84437500000003 179.65500000000003 46.60516528955467 -0.91597561503675329 0.50370931781787065 15.87999999999999 0.092500000000000013 -8.3550000000000093 3.9900000000000007 -0.94137724084408114 -35.475000000000001 117.39500000000002 -32.929999999999986 96.810000000000016 265.50000000000006 -2.6599999999999979 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 7 -3 5 6 -4 8 10 15 -2 12 -12 14 -14 16 -10 18 20 -20 21 -1 23 -19 -25 -26 27 -24 -29 -30 right_child=2 3 4 -5 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 22 19 -21 -22 -23 26 24 25 -27 -28 28 29 -31 leaf_value=0.13940019062507411 0.11804605605143342 -0.2773328637329493 0.054883713785412971 0.082239318813968926 0.43788131629755539 0.26031879408201786 -0.27381411969424391 0.13967147683527317 -0.016913384889638127 0.1321446865195928 0.012552031978259768 -0.11236117456409683 -0.014463215538110417 0.03521659501289872 -0.32685970638519612 -0.23241765263924929 -0.12278746870490917 0.02460708048190308 -0.018442201010084903 -0.20854791922894944 0.13206936883100176 -0.076246969592425426 0.0070650201670919748 0.026155299601860291 -0.046092968622005584 -0.29451462404452022 0.0052015188065296846 -0.0088865997933719656 -0.23426545048498063 -0.056747259995162398 leaf_weight=34 394 20 30 1287 1039 78 25 1839 74 32 174 20 24 74 21 31 20 227 282 26 1085 105 265 261 987 32 12148 195 23 34 leaf_count=34 394 20 30 1287 1039 78 25 1839 74 32 174 20 24 74 21 31 20 227 282 26 1085 105 265 261 987 32 12148 195 23 34 internal_value=0.000665709 0.000392922 0.00186323 0.00188829 0.00301024 -0.000511278 -0.00545455 0.00136589 0.000157408 -0.0026242 0.000775106 -0.000984025 -0.000368601 -0.00305882 -0.00844444 -0.00432 -0.00238298 0.000268467 0.00118016 -0.00132468 0.00181046 -0.00146763 0.000169913 -0.000698075 -0.001125 -0.0016526 0.000273194 -0.00126112 -0.00298413 -0.0100351 internal_weight=20886 17011 3875 1307 1172 133 55 2703 864 157 707 313 293 119 45 125 94 15704 1532 308 1224 139 14172 1507 1280 1019 12665 517 252 57 internal_count=20886 17011 3875 1307 1172 133 55 2703 864 157 707 313 293 119 45 125 94 15704 1532 308 1224 139 14172 1507 1280 1019 12665 517 252 57 is_linear=0 shrinkage=0.04 Tree=149 num_leaves=31 num_cat=0 split_feature=28 22 23 16 15 9 21 25 31 35 17 10 13 2 6 0 16 10 34 36 0 33 35 13 22 16 15 18 2 18 split_gain=4.22393 2.17056 1.72538 1.49834 1.59529 1.73765 1.40649 1.29972 1.70378 1.10984 1.67797 1.28093 1.13829 1.00793 1.37305 1.11857 2.26279 1.25881 1.21475 1.07302 1.01366 1.16445 0.987793 1.11349 1.59251 1.09714 0.959613 1.46112 0.928643 0.866631 threshold=134.03033333817407 152.10000000000005 -20.634999999999998 135.15500000000003 100.00500000000001 0.91597561503675362 79.095000000000013 13.939999999999992 139.83145833333336 102.60636904761905 130.55500000000004 0.37940952255126048 0.98213580174693105 3.5000000000000004 1.0000000180025095e-35 19.500000000000004 65.38000000000001 -0.98296291314453399 146.68000000000004 43.375439079837413 21.500000000000004 -217.97999999999999 79.531815476190488 0.70290292807158605 88.055000000000021 96.075000000000003 10.205000000000002 84.205000000000013 4.5000000000000009 72.625000000000014 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 6 4 9 22 -2 -8 -9 13 11 -11 -13 14 15 17 -17 26 29 -20 21 -15 23 -6 25 -25 -1 -28 -5 -18 right_child=2 -3 -4 28 5 -7 7 8 -10 10 -12 12 -14 20 -16 16 18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.082032897168419161 -0.15169319354291252 0.16192321102786 0.23375795717872896 -0.06058141248540156 0.0081548187331038774 0.22858461917125827 0.039083513747289876 -0.24659087894311046 0.1562165406715032 0.010075167852040597 -0.32131913977427429 -0.028247623154282545 -0.083383637985303793 -3.7250561535798528 -0.059867269191907317 -0.19148742287183398 -0.11451442917022794 0.026866292836087359 -0.17172915726221122 -0.059405651774580709 0.028102493029453699 -0.0031061746481141194 0.055882635731531613 -0.23350010627962181 -0.00087477470433597185 -0.067626038957004711 -0.054215360919181402 -0.020267858259564259 0.04027193598796161 0.02642317092182046 leaf_weight=44 29 818 1685 462 954 603 265 77 59 926 36 551 29 25 202 39 51 4941 30 42 266 4902 2956 25 177 80 26 244 96 246 leaf_count=44 29 818 1685 462 954 603 265 77 59 926 36 551 29 25 202 39 51 4941 30 42 266 4902 2956 25 177 80 26 244 96 246 internal_value=0.000659964 0.000469022 0.00235461 0.000377207 0.000442656 0.00106361 9.30234e-05 0.00070823 -0.00247059 0.000206349 -0.000798962 -0.000594953 -0.00206897 0.000346537 0.000705882 0.000821473 -0.00119608 0.000978116 -0.000227642 -0.00488889 -5.93105e-05 -0.000189162 0.000774809 -0.000174757 -0.00238298 -0.00628571 -0.00147771 -0.00237037 -0.00166308 0.000902357 internal_weight=20886 18771 2115 17953 17395 4795 430 401 136 12600 1542 1506 580 11058 5865 5663 408 5255 369 72 5193 4927 4192 1236 282 105 314 270 558 297 internal_count=20886 18771 2115 17953 17395 4795 430 401 136 12600 1542 1506 580 11058 5865 5663 408 5255 369 72 5193 4927 4192 1236 282 105 314 270 558 297 is_linear=0 shrinkage=0.04 Tree=150 num_leaves=31 num_cat=0 split_feature=28 9 9 15 23 21 14 0 15 35 19 23 9 19 26 25 31 35 20 16 18 15 11 25 25 15 34 27 16 0 split_gain=4.16802 1.91059 1.772 1.75108 1.55882 1.43742 1.35179 2.30192 2.2586 1.30336 1.37504 1.29096 1.17898 1.64225 1.46117 1.16794 1.55113 1.14877 1.52023 1.48572 1.14448 1.13295 1.12892 1.41861 1.36299 1.09664 1.76749 2.39174 1.08308 1.39428 threshold=134.03033333817407 -0.91597561503675329 0.78656609248549325 86.00500000000001 -20.634999999999998 79.095000000000013 0.51849435583340198 17.500000000000004 122.31250000000001 87.585773809523815 109.63500000000001 10.675000000000004 -0.37940952255126059 103.55500000000002 -70.064999999999984 14.254999999999997 139.83145833333336 70.212083333333354 30.005000000000006 132.02000000000001 90.995000000000019 0.092500000000000013 1.0000000180025095e-35 2.4199999999999986 -9.6449999999999942 4.0050000000000008 143.98000000000005 11.680000000000009 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=1 6 12 -4 5 -2 21 -8 9 11 -11 -9 28 20 -15 -7 -17 18 -5 -19 25 -1 23 -16 -24 -14 -27 -28 -3 -30 right_child=4 2 3 17 -6 15 7 8 -10 10 -12 -13 13 14 22 16 -18 19 -20 -21 -22 -23 24 -25 -26 26 27 -29 29 -31 leaf_value=-0.033571639606739465 -0.14562546580119606 -0.019955018878053333 0.0019082946824433259 -0.21686332101751393 0.22440763889158 0.03448642664374358 0.22050417412211848 0.0063794941465479954 0.16649602465221042 -0.063642672228630057 -0.22569290984777077 -0.19054049826048705 0.016348183771216471 0.13905264395942971 0.028650519320802356 -0.23903146015469637 0.14996787904464287 0.095682042635844178 0.01892565754571704 -0.045825762346829578 0.0064429825720602185 0.16372883020670709 -0.29744181526240759 -0.077727168108598796 -0.077043371367014668 -0.0067315511216568492 -0.1073022168594088 -0.1406820428777652 0.044926798279289262 0.001353158907626017 leaf_weight=144 29 543 1990 48 1685 266 219 85 135 34 40 58 533 72 319 76 59 1796 346 24 3965 1555 42 424 422 1741 295 37 1938 1966 leaf_count=144 29 543 1990 48 1685 266 219 85 135 34 40 58 533 72 319 76 59 1796 346 24 3965 1555 42 424 422 1741 295 37 1938 1966 internal_value=0.000652303 0.000462629 0.000312951 0.00102188 0.0023357 0.000186047 0.00155066 -0.0001331 -0.00213636 -0.00466359 -0.00897297 -0.00243357 7.05865e-05 -0.000224204 -0.00153557 0.00080798 -0.00222222 0.00179584 -0.000162436 0.00221978 3.10457e-05 0.00211654 -0.00186578 -0.000899058 -0.00341379 -0.000620107 -0.00103618 -0.00371084 0.00059096 0.000823771 internal_weight=20886 18771 16501 4204 2115 430 2270 571 352 217 74 143 12297 7850 1279 401 135 2214 394 1820 6571 1699 1207 743 464 2606 2073 332 4447 3904 internal_count=20886 18771 16501 4204 2115 430 2270 571 352 217 74 143 12297 7850 1279 401 135 2214 394 1820 6571 1699 1207 743 464 2606 2073 332 4447 3904 is_linear=0 shrinkage=0.04 Tree=151 num_leaves=31 num_cat=0 split_feature=19 15 27 22 10 33 20 26 10 13 16 19 15 2 10 7 33 21 19 33 29 13 35 27 20 14 35 14 22 15 split_gain=4.1469 1.44004 1.64291 1.14405 1.08705 1.62823 2.32368 1.61547 1.07482 1.49805 1.03813 1.81187 0.998529 0.928893 1.47364 1.27223 1.7588 1.80831 1.34548 1.92157 1.33822 1.23535 1.34987 1.07451 1.05185 1.04255 0.959705 1.20762 1.09366 1.36601 threshold=123.58500000000002 160.03000000000003 -3.004999999999995 149.90500000000003 -0.60355339059327384 90.040000000000006 139.51000000000002 1.7349999999999925 0.60355339059327384 -0.27694604220087021 119.605 130.00500000000002 98.02500000000002 1.0000000180025095e-35 0.91597561503675351 1.0000000180025095e-35 1.0000000180025095e-35 134.41000000000003 87.095000000000013 -2.9949999999999997 137.76840712759181 0.96465729447553372 59.701815476190482 -11.194999999999999 94.825000000000003 0.99981043035926087 108.60602678571429 -0.75013812021657655 95.405000000000015 87.765000000000015 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 4 13 5 6 7 -2 12 -10 11 -11 -4 14 21 25 17 18 -17 -20 -18 -1 -23 -24 -21 -15 27 -16 -29 -30 right_child=1 -3 8 -5 -6 -7 -8 -9 9 10 -12 -13 -14 15 26 16 20 -19 19 24 -22 22 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.043204936717820407 -0.20798405515544546 0.72168611413567552 0.011914472310020706 0.12095842816169261 0.031592288444178204 0.054497744378360483 -0.21207741216357637 0.059631261133899452 -0.15764397807324693 0.022293184193153976 0.14753277245222118 -0.203906584164008 0.22338322092755258 0.0061716858702458525 -0.06959932089724076 -0.055898955836511444 0.0029659067808990684 -0.26405584827659173 -0.0050446251791637356 -0.75179089176766034 -0.18440567799297392 -0.12062997153510888 -0.089016366339542047 0.093061785315642895 -0.2320750299192928 -0.12340269110531667 -0.20304730430482401 0.037934015513681862 -0.44055477072498606 0.005891973013261052 leaf_weight=1983 40 759 278 539 905 104 20 52 39 43 203 41 1365 11690 83 547 1508 23 51 22 34 30 34 148 29 58 44 148 20 46 leaf_count=1983 40 759 278 539 905 104 20 52 39 43 203 41 1365 11690 83 547 1508 23 51 22 34 30 34 148 29 58 44 148 20 46 internal_value=0.00067337 0.00185918 0.00147573 0.000405471 0.000253345 -0.0022963 -0.00564286 -0.00295652 0.00217166 7.36198e-05 0.00107317 -0.00266667 0.00258795 0.000346224 0.00105047 0.000218307 -0.000661246 -0.00236905 -0.00197843 -0.00619608 8.30092e-05 0.00143052 -0.0014717 -0.000175824 -0.0116863 0.000384066 -0.00139589 -0.000579124 0.00100935 -0.00327273 internal_weight=20886 3849 3090 17037 1121 216 112 92 1969 326 287 84 1643 16498 2536 13962 2214 672 649 102 1542 2195 212 182 51 11748 341 297 214 66 internal_count=20886 3849 3090 17037 1121 216 112 92 1969 326 287 84 1643 16498 2536 13962 2214 672 649 102 1542 2195 212 182 51 11748 341 297 214 66 is_linear=0 shrinkage=0.04 Tree=152 num_leaves=31 num_cat=0 split_feature=28 9 9 21 23 17 17 16 14 0 28 32 33 18 21 9 19 23 14 19 32 33 9 14 23 18 3 13 23 25 split_gain=4.22512 2.01887 1.66814 1.71714 1.36986 1.51483 1.32549 1.90719 1.26891 2.20285 2.134 1.15606 1.37602 1.38714 1.55724 1.02481 1.71605 1.21803 1.17787 1.62184 1.16687 1.22606 1.12236 2.21607 1.40487 1.19935 1.4502 1.15626 0.971923 0.971819 threshold=134.03033333817407 -0.91597561503675329 0.78656609248549325 100.00500000000001 0.18999999999999864 128.24500000000003 79.625000000000014 94.205000000000013 0.51849435583340198 17.500000000000004 111.36083133220707 11.240886410068924 41.935000000000009 81.605000000000004 95.095000000000013 -0.37940952255126059 130.00500000000002 12.99 0.6174544326165855 135.15500000000003 30.489906913915394 0.075000000000000025 -0.70710678118654735 0.33222858587828868 2.8449999999999993 69.825000000000003 285.50000000000006 0.99865421017599998 20.760000000000002 88.575000000000017 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 15 29 5 -2 7 -5 -1 -10 11 -11 -13 14 -14 22 17 -17 19 -18 -19 -22 24 28 25 26 -3 -26 -24 -4 right_child=4 2 3 6 -6 -7 -8 -9 9 10 -12 12 13 -15 -16 16 18 20 -20 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31 leaf_value=0.12171972926884861 -0.1393556305192582 -0.038894075953225984 0.0072219391950877022 0.034179316010644292 0.49700856997098641 0.064445015622465754 0.1322453227129908 -0.10704373512599019 0.21143713972242428 0.067801459902635766 0.059903228322505248 -0.068556066448982753 -0.060818757696090513 -0.078774730148803193 -0.21256934883753448 -0.00021984481625763545 -0.1809077736398246 -0.014327588492037692 -0.037351752339422215 -0.10531038892098972 -0.17646099127972398 -0.23100741187039014 0.003623483589298605 0.098925947541655901 0.037318898358621067 -0.0083416770691838917 -0.16644132021610666 -0.10423961902052511 -0.22965450036736371 -0.25104056405529368 leaf_weight=1699 27 212 2518 530 823 1265 1096 25 219 23 135 106 23 41 24 7474 29 90 150 32 42 33 1451 851 1255 596 30 23 29 35 leaf_count=1699 27 212 2518 530 823 1265 1096 25 219 23 135 106 23 41 24 7474 29 90 150 32 42 33 1451 851 1255 596 30 23 29 35 internal_value=0.000640812 0.000449843 0.000295982 0.000983825 0.0023357 0.00152322 0.0019891 0.000396397 0.00156828 -6.30471e-05 -0.00202273 -0.00447926 -0.00548454 -0.00918182 -0.0138723 6.0828e-05 -0.000214013 -0.000115722 -0.00377251 -0.00845902 -0.00351515 -0.0072 0.000545986 0.00115144 -0.000120983 -0.00139379 -0.00376859 0.000713615 0.000216216 0.000333725 internal_weight=20886 18771 16501 4204 2115 1292 1651 555 2270 571 352 217 194 88 47 12297 7850 7639 211 61 165 75 4447 2331 2116 838 242 1278 1480 2553 internal_count=20886 18771 16501 4204 2115 1292 1651 555 2270 571 352 217 194 88 47 12297 7850 7639 211 61 165 75 4447 2331 2116 838 242 1278 1480 2553 is_linear=0 shrinkage=0.04 Tree=153 num_leaves=31 num_cat=0 split_feature=19 15 27 13 28 24 32 15 10 18 13 2 7 13 17 33 23 23 15 35 23 23 22 10 31 24 3 31 32 29 split_gain=3.88544 1.46262 1.79915 1.39001 1.82294 1.13992 2.11468 1.11448 1.06011 1.67991 1.8629 1.04795 1.06824 1.80881 1.86445 1.76753 3.03656 1.56277 1.19201 1.54688 1.1006 2.11172 1.46754 1.2357 1.09247 1.06693 1.23552 1.03207 1.28312 0.998657 threshold=123.58500000000002 167.65500000000003 -3.004999999999995 -0.95244167294248061 105.4929562376126 -21.509999999999998 21.719150582813022 98.02500000000002 -0.60355339059327384 109.96500000000002 0.22700754078277605 1.0000000180025095e-35 1.0000000180025095e-35 0.66527693225344786 165.37500000000003 -0.14999999999999999 -24.594999999999995 -18.574999999999999 96.405000000000015 116.50657738095239 -6.1000000000000041 -1.0600000000000009 117.09500000000001 0.60355339059327384 95.853541666666686 -14.710000000000003 358.50000000000006 61.744375000000012 53.720149331415548 63.46316811144542 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 4 -2 6 -4 -7 9 10 -5 25 18 -14 15 16 -15 -18 19 -13 -21 23 -23 -22 -24 -1 -27 29 -29 -19 right_child=1 -3 5 8 -6 7 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 27 -20 20 21 22 24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0033776889097063374 0.026443164794440088 0.9015821036953402 -0.18583280286983939 -0.03717139081980364 -0.25251705174893402 0.007763020804350782 0.014152370646348326 0.19701208712979815 0.061146017867121545 0.061771250367613925 -0.2541707641625805 0.002738970761941462 0.0026739632868065881 0.01733546460376784 -0.25634048499347734 -0.0069029765162763393 -0.42477100378809451 -0.16037730633604866 0.029105139861339179 0.0031922290175987905 -0.08592541193288547 0.036394013725133803 -0.056656330305653528 -0.30563556438196471 0.005940712085518403 0.047039565375630137 -0.22786510396662807 -1.0862911951355034 -0.11339456141626043 0.088615767823374339 leaf_weight=790 52 592 40 72 36 277 140 1599 888 114 39 8029 1543 75 23 499 22 51 3721 106 46 80 20 30 23 1867 31 39 20 22 leaf_count=790 52 592 40 72 36 277 140 1599 888 114 39 8029 1543 75 23 499 22 51 3721 106 46 80 20 30 23 1867 31 39 20 22 internal_value=0.00061783 0.00176565 0.00143322 0.000203164 -0.00463636 0.00215175 -0.000888889 0.0024435 0.000585804 -0.00186667 -0.00536937 0.000358514 0.000222733 -0.000568439 -0.00217843 -0.00182418 -0.00473362 -0.00794805 0.000373289 0.000107512 -0.00268852 -0.00444221 -0.00120325 -0.00968421 -0.00716279 0.00108333 0.00159747 -0.00630303 -0.0102373 -0.00312329 internal_weight=20886 3849 3257 1201 88 2056 180 1876 1113 225 111 17037 14349 2294 751 728 229 154 12055 8334 305 199 123 76 43 2688 1898 132 59 73 internal_count=20886 3849 3257 1201 88 2056 180 1876 1113 225 111 17037 14349 2294 751 728 229 154 12055 8334 305 199 123 76 43 2688 1898 132 59 73 is_linear=0 shrinkage=0.04 Tree=154 num_leaves=31 num_cat=0 split_feature=15 35 23 25 17 16 15 21 0 14 28 19 21 11 24 21 19 26 24 13 15 27 15 25 0 21 7 0 21 23 split_gain=3.9011 2.22148 1.28107 1.5793 1.49325 1.23663 1.77072 1.48093 1.29297 3.50201 3.2261 2.03452 1.59962 1.5126 1.30208 1.24525 1.18616 1.24746 1.9924 1.51397 1.17453 1.17377 1.15591 1.14529 1.12646 1.70568 1.09965 1.02695 1.39024 1.02349 threshold=126.28500000000001 83.778809523809528 22.215000000000003 58.065000000000012 100.00500000000001 133.52000000000001 97.085000000000022 134.41000000000003 18.500000000000004 0.1318557721318592 113.95228916098203 117.37000000000002 141.66000000000003 1.0000000180025095e-35 8.9050000000000029 117.02500000000002 96.075000000000003 -21.989999999999998 -18.525000000000002 0.24372619187392155 130.55500000000004 -16.494999999999994 167.65500000000003 26.695000000000007 1.0000000180025095e-35 116.61500000000002 1.0000000180025095e-35 19.500000000000004 148.83500000000004 -1.0600000000000009 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 4 20 6 24 16 26 15 11 13 -12 14 -11 -10 -7 18 -18 -19 -2 22 27 -6 25 29 -8 28 -3 -1 right_child=1 21 -4 -5 23 7 8 -9 9 10 12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.016660321978022342 -0.12872418914817288 -0.0075093000441698171 0.14854719357886864 -0.33056281837027451 0.021363324124937126 0.016294576805392435 0.075907196829328102 -0.16922486645545026 0.010574687297007007 0.03109831131957147 0.013399175329118005 -0.30074173418435896 -0.20874755837152545 -0.15478326714515753 -0.17478346230243433 0.21826267946475181 -0.0011008640096034205 -0.043497469830405956 -0.42200977733626299 0.061544489296103684 -0.11744128873664635 0.24068150912367423 0.46093319220288992 -0.092836917200638233 0.0031397691880282385 -0.72531611184748646 0.001111264585417463 0.048830359866609094 -0.16236829538821645 -0.27209685960433028 leaf_weight=422 40 177 256 26 212 129 2868 44 551 48 265 46 22 56 32 366 35 108 23 83 41 2229 204 41 11411 29 867 181 54 20 leaf_count=422 40 177 256 26 212 129 2868 44 551 48 265 46 22 56 32 366 35 108 23 83 41 2229 204 41 11411 29 867 181 54 20 internal_value=0.000600594 0.00182722 -0.000350649 -0.00188889 -0.0011497 0.000356959 0.000410045 -0.00178199 0.00103183 -1.15439e-05 -0.00282303 -0.00698901 -0.000181185 -0.00452941 -0.001 0.00142639 -0.000973545 -0.00258635 -0.00772414 -0.00102618 -0.00587654 0.00229877 0.000753247 0.000363637 0.000142064 -0.00177495 0.00141901 -0.000466019 -0.00223377 -0.00115837 internal_weight=20886 3461 616 360 334 17425 17003 422 5121 1386 469 182 287 136 80 917 378 249 58 191 81 2845 616 253 11882 471 3735 412 231 442 internal_count=20886 3461 616 360 334 17425 17003 422 5121 1386 469 182 287 136 80 917 378 249 58 191 81 2845 616 253 11882 471 3735 412 231 442 is_linear=0 shrinkage=0.04 Tree=155 num_leaves=31 num_cat=0 split_feature=22 23 7 33 13 27 33 35 21 24 3 34 21 16 23 15 36 24 28 22 32 28 22 19 0 31 9 14 0 13 split_gain=3.92117 1.70267 1.81987 1.52785 1.4378 2.12599 1.23356 1.10716 1.05936 1.05063 1.04501 1.0329 1.03209 0.984545 0.938732 0.898413 0.950479 0.954261 1.52381 1.41346 0.869403 0.799325 0.793956 0.873143 1.61044 0.772288 0.93679 1.54056 1.47489 1.81583 threshold=124.20500000000001 0.37500000000000006 1.0000000180025095e-35 93.590000000000018 -0.814291907305839 -19.675000000000008 84.960000000000022 138.6736160714286 75.715000000000018 -1.4950000000000043 359.50000000000006 180.02500000000003 93.52500000000002 208.17500000000004 -17.384999999999987 100.25000000000001 33.103711919948417 -13.899999999999997 137.86607146539089 99.665000000000006 18.529870454822639 144.99534463321302 98.02500000000002 99.695000000000007 5.5000000000000009 57.790312500000006 -0.91597561503675329 0.50370931781787065 18.500000000000004 0.26037272046371446 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 4 7 5 -2 9 10 -4 -3 25 -10 -12 14 -13 22 17 18 19 -17 -9 -6 23 -5 -25 -1 27 -27 -29 -30 right_child=1 6 8 15 21 -7 -8 20 11 -11 12 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=-0.0035750355711014273 0.0037247810091292823 -0.13728739660206341 -0.10030920191599703 0.015348099795136383 0.01908480087007413 -0.1165297308319023 0.36717381425965961 -0.12208126702133031 0.010239573026796747 0.12451151844535914 -0.032368010601222616 -0.21022513590973993 -0.22772200084399477 0.30404134820786449 -0.026145979083790571 -0.2195879131501618 0.11364791521405669 0.090451824976300624 0.093531855023915034 -0.05197417264658849 -0.039813805735295749 0.29514813900583975 0.084253875119518609 -0.33634069072749612 0.036905829648381724 0.11316498346644437 0.0048328866621720028 0.086779143164301187 0.001233016262601243 -0.17644564738199489 leaf_weight=2966 49 35 21 21 653 25 843 22 138 1772 173 34 34 20 21 26 831 256 70 24 128 264 35 23 21 957 11197 132 54 41 leaf_count=2966 49 35 21 21 653 25 843 22 138 1772 173 34 34 20 21 26 831 256 70 24 128 264 35 23 21 957 11197 132 54 41 internal_value=0.000591018 0.00173935 0.000506123 0.000329434 0.0012553 -0.00410811 0.00230943 0.000220071 -0.00266667 0.00171998 0.000253054 -0.0018216 -0.00257005 -0.0056 -0.00836364 0.00164346 0.00194532 0.000276596 -0.00266667 -0.008 -0.0032 0.00168811 -0.002 -0.00461538 -0.00781818 0.000291132 0.000430014 0.0015 -0.00146255 -0.00526316 internal_weight=20886 3875 1225 17011 991 74 2650 15704 234 1807 15554 213 207 75 55 1307 1207 376 120 50 150 917 100 65 44 15347 12381 1184 227 95 internal_count=20886 3875 1225 17011 991 74 2650 15704 234 1807 15554 213 207 75 55 1307 1207 376 120 50 150 917 100 65 44 15347 12381 1184 227 95 is_linear=0 shrinkage=0.04 Tree=156 num_leaves=31 num_cat=0 split_feature=15 15 27 14 20 0 24 33 21 10 21 18 24 22 18 36 7 31 14 13 2 3 18 36 36 13 13 12 16 33 split_gain=3.7702 2.13694 2.50311 1.83008 1.70656 1.22747 1.29574 2.06544 1.6875 1.18165 1.85846 1.17461 1.75403 3.14183 1.52179 1.3377 1.17382 1.58725 1.1412 1.129 1.01318 1.09881 1.11194 1.02477 1.00956 0.986161 1.45833 1.30994 0.96764 0.962043 threshold=160.03000000000003 97.085000000000022 -19.139999999999976 -0.065537083312030994 103.50500000000001 18.500000000000004 -19.484999999999996 83.095000000000013 100.61500000000002 -0.98296291314453399 125.79500000000002 109.96500000000002 20.059999999999985 108.00500000000001 92.385000000000005 40.804797745100664 1.0000000180025095e-35 125.92312500000001 -0.8611288361322974 0.14250626876356556 4.5000000000000009 277.50000000000006 69.125000000000014 57.346560265877052 121.1977421599223 0.17646842360078763 -0.88622299073327826 -0.56174490092936669 117.39500000000002 92.655000000000015 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 29 3 28 5 16 18 25 -9 10 -6 12 13 14 -5 -15 -4 20 -7 -14 21 22 -18 -24 -11 26 -8 -27 -3 -1 right_child=-2 2 4 11 9 6 7 8 -10 24 -12 -13 19 15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0022733441962447883 0.44211662121863415 0.1090429464004516 0.052493437641869423 -0.16624103701775547 0.037191180196863634 -0.047870609181943018 -0.20051352546313717 -0.016855037263095184 -0.33689618378038722 0.10582193908620097 -0.098002975095801054 -0.0040907977018344492 0.072218692243632823 -0.16984301950051225 0.043042156247268801 -0.26059397820701391 -0.19629519684122654 -0.30040509747409433 0.073187843446715736 -0.14219916391795945 -0.21467501754044788 0.083098952501180337 0.0073162464808023721 -0.059636379917452659 -0.10367468415891001 -0.15030119907541631 0.075629121069806737 -0.044730254426862369 -0.0010996781467186249 -0.022058291523272777 leaf_weight=11825 981 153 1697 26 68 20 28 24 24 3824 21 247 63 33 46 25 40 25 251 75 33 121 358 23 23 37 140 155 436 64 leaf_count=11825 981 153 1697 26 68 20 28 24 24 3824 21 247 63 33 46 25 40 25 251 75 33 121 358 23 23 37 140 155 436 64 internal_value=0.000600594 0.000481286 0.000986028 -0.000782609 0.00126852 0.000545699 -0.000948453 -0.00237255 -0.0101667 0.00181504 -0.00274157 -0.00252427 -0.00435821 -0.00769231 -0.00211111 -0.0146207 0.000987375 -0.000533333 0.00119557 -0.00121739 -0.000104348 0.000309963 -0.000655582 1.04988e-05 0.00192046 -0.00133333 0.000904762 -0.00329167 0.000740238 0.000140971 internal_weight=20886 19905 8016 1104 6912 2976 679 408 48 3936 89 515 268 130 72 58 2297 600 271 138 575 542 421 381 3847 360 168 192 589 11889 internal_count=20886 19905 8016 1104 6912 2976 679 408 48 3936 89 515 268 130 72 58 2297 600 271 138 575 542 421 381 3847 360 168 192 589 11889 is_linear=0 shrinkage=0.04 Tree=157 num_leaves=31 num_cat=0 split_feature=22 24 7 15 0 2 16 27 33 21 29 10 36 28 32 22 14 24 17 17 31 33 0 16 26 18 0 3 19 9 split_gain=3.58424 1.47188 1.64748 1.48058 2.02121 1.94004 1.51583 1.43943 1.42936 1.26961 1.06086 0.941542 1.56431 1.91455 0.80713 0.882178 0.913744 0.885177 0.795017 1.60409 0.755905 0.98705 0.983941 1.20919 1.6539 1.48616 1.14793 1.40215 1.32323 0.872815 threshold=124.20500000000001 10.130000000000004 1.0000000180025095e-35 115.81000000000002 17.500000000000004 4.5000000000000009 120.43500000000002 -36.089999999999996 95.510000000000005 79.095000000000013 85.509317682490746 0.91597561503675351 31.478435124787989 136.92177233719033 10.436515588323621 3.9900000000000007 -0.94137724084408114 -35.475000000000001 92.00500000000001 96.825000000000003 52.184583333333343 -3.9449999999999998 19.500000000000004 71.010000000000005 2.5249999999999919 80.705000000000013 13.500000000000002 341.50000000000006 105.63500000000001 0.98296291314453421 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=8 2 3 4 6 -6 -2 -4 14 -9 18 -10 13 -13 -1 16 -16 -18 -3 -20 -17 -22 26 24 25 -24 29 -28 -29 -23 right_child=1 10 7 -5 5 -7 -8 9 11 -11 -12 12 -14 -15 15 20 17 -19 19 -21 21 22 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.040704486856503942 0.055005533081338591 0.094326692027182357 -0.22532225159188612 0.14246496179519522 -0.017341381014575094 -0.27896560319258146 -0.075159220406317978 -0.18747507425453239 0.093457017530845038 0.0025164046071832502 0.25675674961805134 -0.13869572071409875 0.031912244014984277 0.1691377116582983 0.021245922317142712 -0.0058082856278043882 0.023478084270374011 -0.048546430830423849 -0.36057527950619001 0.082878842042535941 0.038913168347384126 0.00078137075288451003 -0.17237936379996169 -0.0047226239422978114 0.011265878446673787 -0.2138104310564595 0.044640229809427619 0.0049838679566753322 -0.14233287977073539 0.055444362034550131 leaf_weight=243 409 711 34 686 103 33 26 23 957 156 1626 26 142 20 243 2137 261 1022 23 45 1369 6187 22 1581 39 26 2183 43 30 480 leaf_count=243 409 711 34 686 103 33 26 23 957 156 1626 26 142 20 243 2137 261 1022 23 45 1369 6187 22 1581 39 26 2183 43 30 480 internal_value=0.000579527 0.00167742 0.000680272 0.0012315 -0.000273205 -0.00452941 0.00105747 -0.00257277 0.000329434 -0.00113966 0.0022869 0.00169432 -0.000893617 -0.00730435 0.000230934 0.000195353 -0.000718217 -0.00114419 0.00107317 -0.00305882 0.000294247 0.00041806 0.000287414 -0.000604316 -0.0051954 -0.0101667 0.000454108 0.00123404 -0.00421918 0.000190191 internal_weight=20886 3875 1470 1257 571 136 435 213 17011 179 2405 1145 188 46 15866 15623 1526 1283 779 68 14097 11960 10591 1668 87 48 8923 2256 73 6667 internal_count=20886 3875 1470 1257 571 136 435 213 17011 179 2405 1145 188 46 15866 15623 1526 1283 779 68 14097 11960 10591 1668 87 48 8923 2256 73 6667 is_linear=0 shrinkage=0.04 Tree=158 num_leaves=31 num_cat=0 split_feature=15 15 27 9 9 0 27 36 29 14 2 29 27 13 25 35 10 22 23 2 13 31 27 16 27 3 18 17 0 33 split_gain=3.62499 1.86596 2.73464 1.27372 1.84362 1.53271 1.31375 1.85014 1.24915 1.19388 1.23263 1.14275 1.18739 1.11364 1.10256 1.02974 1.44819 1.21217 1.09088 0.955427 0.890846 1.05473 2.08236 1.32169 1.17467 0.919084 0.882876 1.40643 1.11364 0.869651 threshold=160.03000000000003 98.02500000000002 -16.984999999999989 0.78656609248549325 -0.37940952255126059 18.500000000000004 11.929999999999998 32.739610221163694 65.780296354910561 0.75438814418115718 2.5000000000000004 105.31802580331741 -10.879999999999987 0.80926549319045582 -1.0449999999999984 102.60636904761905 0.37940952255126048 127.77500000000002 -16.204999999999991 3.5000000000000004 0.98213580174693105 116.00062500000003 0.47500000000000148 78.370000000000019 -2.5900000000000065 349.50000000000006 92.715000000000018 115.81000000000002 19.500000000000004 -217.97999999999999 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 4 5 -4 14 9 -3 10 -8 12 -5 -12 -6 19 -17 18 -18 -1 21 23 24 25 -23 -20 27 -10 -29 -21 right_child=-2 2 3 11 6 -7 7 -9 26 -11 13 -13 -14 -15 -16 16 17 -19 20 29 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.010625006187807774 0.42236894127516555 0.068565925271931491 0.24622827517610152 -0.052822511195211058 0.038844877324191583 0.047609088128801935 0.075836652435426005 -0.0048453854902417697 -0.068861663127407338 -0.17166837463367923 -0.044881669478283349 0.17131825128546227 0.077111564320578044 -0.15897637365288558 -0.0017772745553185274 0.0028322626060239943 0.048595937825195452 -0.19164104287530467 -0.050256316043990126 -3.386322117352297 -0.067564255363902606 -0.15931408965172766 -0.0017303916260780882 0.024015505265920559 -0.12480440286753033 -0.32432334060129137 -0.0042158780766595773 -0.41160998619767269 -0.088211230389550407 -0.0010735771351400966 leaf_weight=5674 981 185 1058 24 885 1475 39 386 301 38 22 766 587 22 1204 914 55 31 91 29 22 21 47 214 23 30 737 22 22 4981 leaf_count=5674 981 185 1058 24 885 1475 39 386 301 38 22 766 587 22 1204 914 55 31 91 29 22 21 47 214 23 30 737 22 22 4981 internal_value=0.000566121 0.000449134 0.000932973 0.00126406 0.000974069 0.00174181 0.000224962 -0.00160158 -0.000767166 -0.00591736 -0.00322892 0.00234423 0.00105401 -0.00781818 0.000668262 0.000139136 -0.000861878 -0.00251685 -0.00204374 0.000274804 -0.00269643 -0.00229108 -0.00610989 -0.00125373 -0.0123636 -0.00459504 -0.00128651 -0.00295652 -0.00963636 -0.000127744 internal_weight=20886 19905 7773 6506 5129 2533 2596 507 1267 121 83 1377 611 44 2089 12132 1448 534 503 10684 448 426 91 335 44 121 1082 345 44 5010 internal_count=20886 19905 7773 6506 5129 2533 2596 507 1267 121 83 1377 611 44 2089 12132 1448 534 503 10684 448 426 91 335 44 121 1082 345 44 5010 is_linear=0 shrinkage=0.04 Tree=159 num_leaves=31 num_cat=0 split_feature=22 33 24 7 29 16 31 0 16 33 13 22 34 21 32 22 14 24 24 27 0 23 3 0 35 0 24 17 35 14 split_gain=3.62952 1.54415 1.28695 1.17229 1.22761 1.215 1.03782 0.964545 1.95981 1.79448 1.09035 0.949126 0.984615 0.923158 0.809192 0.731819 0.850965 0.807325 0.728438 1.11707 0.693094 0.859483 0.672593 1.33217 1.46306 0.680385 1.85754 0.956559 2.39693 2.40903 threshold=124.20500000000001 95.510000000000005 10.130000000000004 1.0000000180025095e-35 136.54074438285565 178.78500000000003 89.531041666666695 17.500000000000004 87.765000000000015 97.215000000000018 -0.85227431625818906 123.605 151.75500000000002 79.095000000000013 10.436515588323621 3.9900000000000007 -0.94137724084408114 -35.475000000000001 6.7350000000000003 -1.0000000180025095e-35 22.500000000000004 -3.4400000000000057 348.50000000000006 15.500000000000002 105.30836309523811 1.0000000180025095e-35 -1.6350000000000049 110.11500000000001 96.255714285714305 0.76556758748011056 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 3 4 7 13 -4 -2 -9 10 -10 14 -13 -5 -1 16 -16 -18 19 -15 -3 -22 25 -24 -25 26 27 28 -17 -30 right_child=2 20 6 5 -6 -7 -8 8 9 -11 -12 12 -14 18 15 22 17 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.039119250467649247 0.054080938713898803 0.074283867151482566 0.065898300349043426 -0.1775228708313438 0.20153652439889802 -0.18713337531457874 0.25871044556747091 -0.18397540179095365 -0.040129525720675512 -0.23243092736728432 0.020453252864421772 -0.10484189018466721 -0.19419930583904968 0.038000744512409881 0.020345439674534865 -0.0030334089159884305 0.022581903803669281 -0.046982778799494335 -0.26069851230834851 -0.071700212297265919 0.0014862697388000968 -0.11505091707353521 0.0061019069004553473 -0.062710848685214038 -0.35910734245608117 0.0064703779575353559 -0.28028153889002411 0.033486460785558399 -0.79934593526449738 -0.015634209887620133 leaf_weight=243 556 1082 883 23 370 34 1522 21 30 33 247 45 20 109 243 236 261 1022 24 23 41 22 411 146 30 12776 26 360 24 23 leaf_count=243 556 1082 883 23 370 34 1522 21 30 33 247 45 20 109 243 236 261 1022 24 23 41 22 411 146 30 12776 26 360 24 23 internal_value=0.000562291 0.000310623 0.0016671 0.000734694 0.00119968 -0.00200939 0.00223701 0.000392334 -0.00131722 -0.000516129 0.000534296 0.000208244 -0.00461538 -0.000692737 0.000228087 0.000192313 -0.00063958 -0.00105066 0.000410257 0.00157576 0.00172926 -0.00234921 0.000282782 -0.00104259 -0.00395455 0.000340647 -0.00090284 -0.000479005 -0.00221908 -0.0104681 internal_weight=20886 17011 3875 1470 1257 213 2405 887 331 310 277 15866 65 179 15801 15558 1526 1283 156 132 1145 63 14032 587 176 13445 669 643 283 47 internal_count=20886 17011 3875 1470 1257 213 2405 887 331 310 277 15866 65 179 15801 15558 1526 1283 156 132 1145 63 14032 587 176 13445 669 643 283 47 is_linear=0 shrinkage=0.04 Tree=160 num_leaves=31 num_cat=0 split_feature=28 23 9 9 21 21 3 34 34 15 15 31 15 17 27 27 14 32 19 20 16 9 23 31 22 3 36 16 32 20 split_gain=3.43306 2.01331 1.68266 1.6168 1.76105 1.25689 1.17189 1.26341 1.20836 1.23009 1.3757 1.01479 0.95594 1.68494 1.01919 0.949394 1.07323 1.48638 2.1777 0.945362 0.921769 0.975765 1.8309 1.40805 1.3045 1.61344 1.89781 1.41129 1.38633 1.35175 threshold=134.03033333817407 -20.634999999999998 -0.91597561503675329 0.78656609248549325 99.905000000000015 79.095000000000013 340.50000000000006 147.75000000000003 110.90000000000002 -0.80499999999999994 -5.2899999999999991 82.008125000000021 101.02500000000002 106.90500000000002 -10.879999999999987 7.7999999999999909 0.11478523713130605 27.041882017332853 86.00500000000001 73.340000000000018 136.00500000000002 -0.37940952255126059 1.9099999999999986 92.843333333333348 105.58500000000002 337.50000000000006 29.050902599372684 82.295000000000016 19.913813075571763 117.01500000000001 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 6 20 12 -2 8 -8 -1 10 -10 -6 13 15 -14 -5 17 18 -17 -19 21 23 -23 -4 29 26 -26 -28 -29 -24 right_child=1 -3 3 4 11 -7 7 -9 9 -11 -12 -13 14 -15 -16 16 -18 19 -20 -21 -22 22 24 -25 25 -27 27 28 -30 -31 leaf_value=-0.0075149475678617959 -0.1556686247086605 0.18549562336613179 0.0010451785025237484 0.0062867424305408284 0.01357924601959035 0.001066771953336405 -0.0023376535168242395 -0.21543206994265734 0.044796331918615977 0.14267586947991068 -0.13219850894622664 0.1259480694849987 -0.050008288661436084 -0.1558711262193902 0.14670893821231976 -0.15977765393046439 0.033937351978571444 -0.021857837355259434 -0.086044824474888842 0.008574240505854867 -0.026526951224694267 0.00052672066585003185 -0.036633414930742271 0.056074375868352608 -0.27042022319312947 0.12864010389182781 -0.34498622699795123 -0.070299681498086963 -0.071631631374206389 0.049925703689845669 leaf_weight=318 29 1685 2825 1830 550 401 114 21 31 1752 34 1120 41 25 324 20 127 41 33 93 508 6704 515 1373 41 63 20 35 120 93 leaf_count=318 29 1685 2825 1830 550 401 114 21 31 1752 34 1120 41 25 324 20 127 41 33 93 508 6704 515 1373 41 63 20 35 120 93 internal_value=0.000543139 0.00207092 0.000370998 0.000230532 0.000907707 -0.000372093 0.00139207 -0.00222222 0.00162061 0.00201871 -0.00338462 0.00191617 0.000243094 -7.56107e-05 0.00213699 4.47763e-05 -0.00198726 -0.00391444 -0.00958491 -0.00167164 -9.75699e-07 7.09137e-05 -0.00019971 0.000560267 -0.00190755 -0.00417204 -0.00581481 -0.004 -0.00270968 -0.000868421 internal_weight=20886 2115 18771 16501 4204 430 2270 135 2135 1817 65 1670 2534 2169 365 2144 314 187 53 134 12297 11789 7591 4198 887 279 216 175 155 608 internal_count=20886 2115 18771 16501 4204 430 2270 135 2135 1817 65 1670 2534 2169 365 2144 314 187 53 134 12297 11789 7591 4198 887 279 216 175 155 608 is_linear=0 shrinkage=0.04 Tree=161 num_leaves=31 num_cat=0 split_feature=33 21 23 24 35 24 29 32 13 22 35 15 15 15 33 15 16 22 7 11 0 17 10 21 32 15 23 36 22 25 split_gain=3.4467 2.13235 1.40403 1.35324 1.0979 1.35078 1.66043 1.11695 1.03053 1.00833 0.866688 0.82814 0.977988 0.806601 0.96 0.776219 0.741613 0.864626 0.740309 0.935276 0.778646 2.09324 0.803736 1.15437 0.727034 0.715757 0.961802 0.938631 0.958612 1.21482 threshold=94.215000000000018 139.90500000000003 10.375000000000002 0.14000000000000037 138.6736160714286 -16.605 74.210453140648028 25.409212132912725 0.94138322595482449 120.36500000000002 133.54616071428575 113.58500000000002 130.00500000000002 102.90500000000002 99.980000000000004 82.295000000000016 104.49500000000002 98.02500000000002 1.0000000180025095e-35 0.6078576107927941 22.500000000000004 146.60000000000002 -0.98296291314453399 125.15500000000002 10.436515588323621 84.905000000000015 -14.204999999999997 25.598710661954403 0.56000000000000016 -9.4049999999999958 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 8 13 24 -6 -7 -8 10 -10 -3 15 -13 14 16 -12 17 -2 20 -20 22 -22 23 -15 -1 -26 -27 -28 29 -29 right_child=3 2 -4 -5 5 6 7 -9 9 -11 11 12 -14 18 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=0.035987200196456556 -0.14078675134721513 0.050838833505007022 0.29796189076929308 0.2641615967307151 0.056024935060807718 0.016533992505207106 -0.2542807412778908 -0.10722950777997191 -0.24380363653561207 -0.035493458917660613 -0.031692274168524423 -0.15932159319616479 0.043091596586720023 0.019318980156681695 -0.13273004950332357 0.096465806091362488 0.06743224037190601 0.068938980053122073 0.0068192273271866725 -0.17813925558721821 -0.14759315899071085 0.10859838266142688 0.11645991887829116 -0.11713079447813257 -0.0003738401477970725 -0.0058715748686123271 -0.016578939831767805 -0.46814770492706925 0.023980836491649078 -0.0037536389910442836 leaf_weight=248 36 412 876 1000 48 33 29 40 20 40 25 22 25 66 20 63 38 26 87 37 31 59 888 20 8331 1246 531 24 6495 70 leaf_count=248 36 412 876 1000 48 33 29 40 20 40 25 22 25 66 20 63 38 26 87 37 31 59 888 20 8331 1246 531 24 6495 70 internal_value=0.000514412 0.000333298 0.00178827 0.00197227 0.000207078 -0.0032 -0.00580392 -0.00933333 0.00030972 -0.00466667 0.000855576 -0.00192593 -0.00621277 0.00112538 -0.002 0.000363637 -0.0004 -0.00309677 0.00144108 -0.00148387 0.00178195 -0.00177778 0.00211088 -0.0015814 0.000237238 0.000205306 0.000466651 0.000646068 0.000776446 -0.00323404 internal_weight=20886 18578 1483 2308 17095 150 102 69 607 60 547 135 47 1308 120 88 100 62 1188 124 1064 90 974 86 16945 16697 8366 7120 6589 94 internal_count=20886 18578 1483 2308 17095 150 102 69 607 60 547 135 47 1308 120 88 100 62 1188 124 1064 90 974 86 16945 16697 8366 7120 6589 94 is_linear=0 shrinkage=0.04 Tree=162 num_leaves=31 num_cat=0 split_feature=15 22 33 24 2 20 16 14 20 23 25 27 32 13 32 33 22 9 15 10 18 21 21 35 32 19 0 2 27 0 split_gain=3.46965 1.70078 1.37248 1.25501 1.60303 0.934052 1.21982 1.18335 1.28926 1.08387 1.07948 1.00785 1.39106 1.28986 1.28836 1.26994 1.19261 1.89169 0.97858 0.927937 0.927536 0.790656 0.776882 0.749783 0.801365 0.868253 0.757856 0.751111 0.742803 0.712362 threshold=165.37500000000003 149.90500000000003 119.45000000000002 -27.004999999999999 2.5000000000000004 94.190000000000012 174.65000000000001 -0.99983123799342477 75.235000000000014 19.095000000000002 -129.54999999999995 -26.325000000000003 35.957903220262935 0.98522604642031408 31.767923103947236 68.560000000000016 107.61500000000002 -0.60355339059327362 90.995000000000019 0.60355339059327384 92.715000000000018 116.61500000000002 79.095000000000013 62.447053571428576 50.258827952773089 74.375000000000014 22.500000000000004 4.5000000000000009 -1.1749999999999969 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 5 4 -3 6 7 8 -1 10 -7 12 14 22 15 -12 -17 -18 23 -11 -16 -21 -14 -13 26 -26 29 -28 -5 -25 right_child=-2 3 -4 28 -6 9 -8 -9 -10 19 11 18 13 -15 20 16 17 -19 -20 21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.061498819000420347 0.47945108878886883 0.042636555562011721 0.23639091439981968 0.060424165905969773 -0.14302122215267324 -0.12191563513489713 -0.19787551116737706 0.0012780509828650974 -3.2327477875802986 0.17787081113263781 0.011005485740032388 0.05099432027708909 -0.10513940304673575 -0.20169757040188896 -0.21307844852891802 0.019081218557526484 -0.001080993467559339 -0.24260714171930953 0.025533029450831891 -0.15206617592082669 -0.05874558788072242 0.19095582150928003 0.032089175620559657 -0.34988193238338866 -0.074600622120517837 0.063973211948861408 -0.29174640217144393 0.0056721419111030926 0.18328921648882784 -0.0045358928744985731 leaf_weight=21 829 33 219 464 22 28 35 10787 20 1015 85 158 21 23 23 43 31 34 4258 51 25 41 196 65 31 132 25 20 621 1530 leaf_count=21 829 33 219 464 22 28 35 10787 20 1015 85 158 21 23 23 43 31 34 4258 51 25 41 196 65 31 132 25 20 621 1530 internal_value=0.00049909 0.000394276 0.000303854 0.00189474 -0.004 0.000266981 2.68804e-05 5.09791e-05 -0.00673171 0.000599873 0.000409037 0.000441791 -0.00132225 0.000833333 -0.00346888 -0.00201036 -0.00488889 -0.00830769 0.000578228 0.00175971 -0.00933333 -0.00208696 0.00178802 -0.000161142 -0.000392679 0.00228221 -0.000658536 -0.00577778 0.00219355 -0.000514106 internal_weight=20886 20057 18917 1140 55 18698 10863 10828 41 7835 6728 6700 481 240 241 193 108 65 6219 1107 48 92 217 1961 1803 163 1640 45 1085 1595 internal_count=20886 20057 18917 1140 55 18698 10863 10828 41 7835 6728 6700 481 240 241 193 108 65 6219 1107 48 92 217 1961 1803 163 1640 45 1085 1595 is_linear=0 shrinkage=0.04 Tree=163 num_leaves=31 num_cat=0 split_feature=28 21 23 23 13 0 33 27 18 0 27 27 14 29 23 27 7 14 2 15 10 24 9 31 11 33 36 25 13 14 split_gain=3.4105 1.64698 1.39835 1.23568 1.15682 0.891579 1.12835 1.02932 0.866959 0.91296 0.97507 0.837812 0.802319 0.957889 0.801516 0.796477 0.783861 1.28738 1.18902 1.05136 1.95116 2.08449 1.43383 1.63374 1.34749 1.08891 1.00962 1.51017 1.13426 0.960551 threshold=134.03033333817407 139.90500000000003 -26.119999999999997 10.375000000000002 0.97508442350096236 18.500000000000004 62.770000000000003 -4.9149999999999983 109.96500000000002 10.500000000000002 -43.534999999999975 -17.980000000000022 0.99981043035926087 89.21424723922523 0.18999999999999864 25.260000000000012 1.0000000180025095e-35 0.57605713708605399 1.0000000180025095e-35 102.075 0.1294095225512602 -20.714999999999993 0.37940952255126054 114.87687500000003 1.0000000180025095e-35 99.75500000000001 33.773056318589987 -3.0550000000000028 -0.57078386445773377 -0.82413948779581736 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 8 4 5 11 -7 -8 -2 10 -10 -3 16 14 -14 -11 19 18 -18 25 21 -21 23 24 -22 -1 27 -25 -29 -20 right_child=2 3 -4 -5 -6 6 7 -9 9 15 -12 -13 13 -15 -16 -17 17 -19 29 20 22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.0027766979320343155 -0.29157283994123934 -0.084753381677353842 0.15466918742740871 0.27163761328303698 -0.17882273808733495 0.028593511882438874 -0.0020674499755185703 -0.21125810228299785 0.054047452051987348 0.023186064131371777 -0.20470925554998751 0.077942533111377665 0.025557008126184409 -0.3068481000257946 -0.11272943247440839 -0.015947871697587233 0.023565789811509922 0.043301246072888606 0.0017232634098536227 -0.075426259077866833 0.045313852019266507 0.18146679209134239 0.10733424841820113 -0.015192958608330887 -0.021508406470036188 -0.26941618184724153 -0.0095372803537892535 -0.076708508529821168 -0.21379249471305084 -0.061478638504063252 leaf_weight=10955 29 49 1800 806 27 66 38 32 30 202 21 361 56 26 37 33 282 621 541 57 1038 1069 427 37 664 22 153 24 30 1353 leaf_count=10955 29 49 1800 806 27 66 38 32 30 202 21 361 56 26 37 33 282 621 541 57 1038 1069 427 37 664 22 153 24 30 1353 internal_value=0.00049143 0.000319855 0.00201418 0.00165047 0.000230367 0.000630037 -0.00217647 -0.00571429 -0.000444444 0.000223776 -0.00462745 0.00156098 0.000214352 -0.00305882 -0.00116129 0.0012766 0.000236902 -0.000376117 -0.000834559 0.000355347 0.000959131 0.00233037 0.00030847 -0.000152107 0.000286722 0.000162886 -0.00321311 -0.00654945 -0.0108148 -0.00119535 internal_weight=20886 18771 2115 1379 573 546 136 70 315 286 51 410 17392 119 93 235 17273 2797 2176 14476 3499 1126 2373 1946 1702 10977 244 91 54 1894 internal_count=20886 18771 2115 1379 573 546 136 70 315 286 51 410 17392 119 93 235 17273 2797 2176 14476 3499 1126 2373 1946 1702 10977 244 91 54 1894 is_linear=0 shrinkage=0.04 Tree=164 num_leaves=31 num_cat=0 split_feature=15 20 7 23 15 10 10 13 31 21 25 27 14 15 14 0 22 13 23 29 16 36 27 29 10 18 19 31 16 36 split_gain=3.33395 1.63212 1.24485 1.50401 1.49747 2.03012 1.57017 1.38622 1.64806 1.38555 1.28439 1.58891 1.17784 1.16836 1.15193 2.04364 2.61269 2.57036 2.35919 0.909527 1.521 0.902992 1.33707 0.995276 1.24511 1.7301 0.994778 2.04719 0.874457 0.86137 threshold=167.65500000000003 97.075000000000003 1.0000000180025095e-35 -7.3600000000000056 103.55500000000002 0.1294095225512602 -0.98296291314453399 -0.78326540922535159 124.49979166666667 125.79500000000002 -33.274999999999991 2.6449999999999965 0.57605713708605399 158.03500000000003 0.14888728888808328 17.500000000000004 105.17500000000003 0.35846314187849709 4.6000000000000023 125.68124158662731 144.31000000000003 31.478435124787989 -28.724999999999984 140.07886752620053 0.91597561503675351 128.24500000000003 129.59500000000003 129.93562500000004 114.94500000000001 35.450685651282448 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 13 4 10 14 6 9 8 -7 -6 -4 19 -5 -1 -3 28 -17 18 29 20 -12 22 -9 24 26 -26 -24 -28 -16 -18 right_child=-2 2 3 12 5 7 -8 21 -10 -11 11 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.0016686116758387035 0.47618616267847719 0.025634924936977228 0.051531969079247397 -0.035399137654965072 0.014467430211006835 -0.0040249934792477658 0.24486186660846346 -0.22057999637006009 -0.063555473851612088 -0.10856581700201368 -0.18533958661498182 -0.18760956106199672 0.13164978482081188 -0.14778297622522252 0.0049165033265546592 0.0049769365003571094 -0.15529171281102236 -0.0019222434118394784 -0.48394247260766121 0.015361213519302011 -0.21586710952755578 0.065821606069363506 0.1051777398062729 0.20870754562148647 -0.15061030520828292 -0.0082455921179882367 0.030963330812244286 -0.31892213471321529 -0.02565075542133877 -0.25392991054599418 leaf_weight=11782 753 1662 78 561 85 352 1248 39 40 26 155 22 420 36 1057 146 29 56 24 67 25 1676 195 116 25 68 77 20 20 26 leaf_count=11782 753 1662 78 561 85 352 1248 39 40 26 155 22 420 36 1057 146 29 56 24 67 25 1676 195 116 25 68 77 20 20 26 internal_value=0.000483769 0.000386033 0.000815394 -0.000307229 0.00102877 0.0015397 0.00279323 0.000886503 -0.00130612 -0.00176577 -0.0025706 -0.00388104 0.000493374 8.39399e-05 0.000357616 -0.000506627 -0.00354448 -0.00755556 -0.0122025 -0.00296356 -0.00444444 0.00127437 -0.000148148 0.000407186 -0.000571428 -0.00460215 0.000712329 -0.00259794 0.00028598 -0.00763636 internal_weight=20886 20133 8315 1328 6987 3967 1359 2608 392 111 347 269 981 11818 3020 1358 281 135 79 247 180 2216 540 501 385 93 292 97 1077 55 internal_count=20886 20133 8315 1328 6987 3967 1359 2608 392 111 347 269 981 11818 3020 1358 281 135 79 247 180 2216 540 501 385 93 292 97 1077 55 is_linear=0 shrinkage=0.04 Tree=165 num_leaves=31 num_cat=0 split_feature=15 27 18 35 13 33 0 21 14 13 24 16 23 22 0 35 13 34 18 32 34 28 36 2 7 15 15 13 33 33 split_gain=3.34291 2.26553 1.94637 1.47765 1.31979 1.76961 0.940402 0.907892 0.98702 1.1156 1.20207 1.35602 0.86571 0.864317 0.800181 2.49916 1.44348 1.36206 1.20333 1.15112 1.13755 2.45902 1.15542 0.825512 1.05871 1.89324 1.44952 1.41766 1.27524 1.18973 threshold=126.28500000000001 -8.3550000000000093 109.96500000000002 125.87498511904765 -0.90893996196865023 63.510000000000012 19.500000000000004 137.94500000000002 0.65720762023595369 0.91248814248966237 -1.4950000000000043 138.04000000000005 -24.594999999999995 149.90500000000003 22.500000000000004 107.15311011904764 0.85226249403558707 152.49000000000004 118.39000000000001 26.371719021321073 150.92500000000004 110.22782078701327 40.108466508076383 1.0000000180025095e-35 1.0000000180025095e-35 119.00500000000001 102.075 0.878110924644389 99.75500000000001 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=13 2 3 4 5 6 -2 8 9 10 11 -3 -13 14 23 16 20 18 -17 -19 -16 -22 -23 -1 26 29 28 -27 -25 -26 right_child=1 7 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 17 -18 19 -20 -21 21 22 -24 24 25 27 -28 -29 -30 -31 leaf_value=0.023982728399928831 0.069734435059245148 -0.32495976237016277 0.067442135830365874 -0.11192585764876124 0.0011740594264711983 -0.2737141955111666 -0.15122945657331729 0.41668173595780444 0.18948027143412532 0.12680141636501424 0.051752291453228509 -0.093885798988402935 0.010062194519572427 0.064837738223067834 0.00066860821940390282 -0.38298152265201679 0.080269837304466019 -0.12813464240062233 0.064616361151494786 -0.073736291610033811 -0.26513159902048528 -0.10389082490371079 0.0069305167562490003 0.0016006768215359232 -0.06648050337721928 -0.10425243809743244 0.043488688006838486 -0.17713913599850345 -0.28179657117873341 0.0046498559229650009 leaf_weight=2221 30 21 731 32 452 34 38 858 675 141 360 22 67 579 373 20 140 21 30 27 24 29 69 9309 632 133 2357 25 20 1416 leaf_count=2221 30 21 731 32 452 34 38 858 675 141 360 22 67 579 373 20 140 21 30 27 24 29 69 9309 632 133 2357 25 20 1416 internal_value=0.00049526 0.00163074 0.000324981 -0.00139249 -0.000909747 -0.00501961 -0.00129412 0.00243284 0.0017605 0.000595745 -0.000340425 -0.004 -0.0018427 0.000269728 0.0002175 -0.00107503 -0.00015748 -0.00702041 -0.0024 -0.0118333 -0.00117172 -0.00452459 -0.00171429 0.000276299 0.00016182 -0.000641886 0.000313538 -0.00486076 8.96132e-05 -0.000316406 internal_weight=20886 3461 1317 586 554 102 68 2144 1286 611 470 110 89 17425 16846 733 635 98 50 48 495 122 98 16113 13892 2206 11686 158 9329 2048 internal_count=20886 3461 1317 586 554 102 68 2144 1286 611 470 110 89 17425 16846 733 635 98 50 48 495 122 98 16113 13892 2206 11686 158 9329 2048 is_linear=0 shrinkage=0.04 Tree=166 num_leaves=31 num_cat=0 split_feature=33 23 24 35 22 15 3 27 28 24 32 11 0 16 35 35 15 32 22 29 10 3 22 24 24 32 16 25 15 34 split_gain=3.26686 1.80256 1.67941 1.40749 1.01734 1.55787 0.980443 0.890971 1.04478 1.27835 1.73291 1.04167 0.971803 0.89418 0.881383 1.28633 1.79882 0.86298 0.849972 0.89059 0.80586 0.835875 1.02049 0.795698 0.792453 0.766616 0.696801 1.92007 1.23358 1.19846 threshold=91.002500000000012 19.095000000000002 0.70000000000000151 70.386428571428596 65.815000000000012 64.305000000000021 14.500000000000002 1.3100000000000096 144.99534463321302 -21.085000000000004 27.322474127670883 1.0000000180025095e-35 20.500000000000004 128.91500000000002 138.6736160714286 148.22735119047621 95.00500000000001 58.752951928367828 152.10000000000005 58.518772285972226 -0.60355339059327384 307.50000000000006 105.58500000000002 26.295000000000005 -7.6050000000000031 10.436515588323621 73.865000000000023 117.73 81.605000000000004 100.97500000000001 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 6 4 5 17 -2 -8 9 10 11 13 -11 -9 18 16 24 -3 25 -20 21 22 -5 -6 -16 -1 28 -28 -27 -30 right_child=2 3 -4 20 23 -7 7 8 -10 12 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.032866844162017197 -0.09230778132042286 0.04972423154796568 0.24547396659026824 0.091520546666213218 -0.29541214652212605 -0.1078207066248142 0.043349309958682455 -0.22083753220207936 0.12863906997273078 0.023752908550994167 -0.20299775680257148 0.0045187889907601529 -0.13019055697434501 0.11241201492414142 0.18961932732183048 0.0032730477228676926 -0.21948949358824302 -0.13450415719531339 -0.17935935990024984 0.082554243346877013 0.17090251521241792 0.25099657078774629 -0.4380855777947818 0.059113477882459319 -0.050113437459683177 -0.0020769460724743461 0.0055895001907654372 -0.45093774195221314 -0.42270214644550758 -0.035846161543374798 leaf_weight=244 32 42 1179 43 40 20 804 27 227 395 28 48 48 21 21 139 28 20 26 402 1371 33 30 569 32 5142 9749 24 21 81 leaf_count=244 32 42 1179 43 40 20 804 27 227 395 28 48 48 21 21 139 28 20 26 402 1371 33 30 569 32 5142 9749 24 21 81 internal_value=0.00049526 0.000298058 0.00176433 0.00138007 -0.000109985 -0.00429268 0.000932515 0.00107134 0.000120907 -0.000797178 -0.0043871 -0.00183333 0.000207675 -0.006 0.000150607 -0.00236364 -0.00637037 -0.00116129 0.000185863 0.00194393 0.00207718 -0.00128302 -0.00367123 0.000453202 -0.00203774 0.000136557 0.00010042 0.00030001 -0.000271548 -0.00462745 internal_weight=20886 18077 2809 2168 691 82 1630 1598 794 567 124 96 443 48 15909 220 81 62 15689 428 1477 106 73 609 53 15261 15017 9773 5244 102 internal_count=20886 18077 2809 2168 691 82 1630 1598 794 567 124 96 443 48 15909 220 81 62 15689 428 1477 106 73 609 53 15261 15017 9773 5244 102 is_linear=0 shrinkage=0.04 Tree=167 num_leaves=31 num_cat=0 split_feature=15 21 27 20 15 7 3 35 27 13 34 32 14 10 9 14 15 0 13 20 18 33 14 0 29 24 9 13 22 19 split_gain=3.26716 1.6661 1.44847 1.07373 0.979544 1.31205 0.849807 0.786965 1.04301 0.75822 0.717883 0.692521 1.47422 1.27757 0.786078 1.58572 1.72108 1.44662 1.92048 1.10613 1.0212 0.909382 0.932203 1.7552 1.45765 1.63143 1.17383 0.993561 2.01109 0.991793 threshold=167.65500000000003 139.90500000000003 -19.139999999999976 139.51000000000002 111.04500000000002 1.0000000180025095e-35 348.50000000000006 84.95168154761906 -31.454999999999995 0.75580964594513067 179.65500000000003 13.863645070224162 -0.9292178835113839 -0.98296291314453399 -0.91597561503675329 0.3484035575467645 -1.0000000180025095e-35 18.500000000000004 0.21022171450811275 43.415000000000006 71.010000000000005 -10.044999999999998 0.18281312110578132 6.5000000000000009 74.623897562771262 -5.7849999999999957 -0.37940952255126059 -0.99467753128998015 73.945000000000007 96.075000000000003 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 -3 10 -5 8 -2 -7 -6 12 -1 -14 15 16 19 -17 -19 -13 -16 -22 23 24 25 -23 -24 28 -26 -25 right_child=7 2 -4 6 5 9 -8 -9 -10 -11 -12 14 13 -15 20 17 -18 18 -20 -21 21 22 26 29 27 -27 -28 -29 -30 -31 leaf_value=-0.10007187361896903 -0.21729817456396464 0.046920116329323344 0.13324111371690647 0.090783261072738208 0.038747013477193108 -0.065529156094898622 -0.14426138289933788 0.6456902166904831 0.28476692504076384 -0.41500422182932073 -0.14202945093713734 -0.11574515488720188 -0.057014568579409265 0.027465222046836466 -0.0079717149171550945 0.015667273093398416 0.13206389224807641 -0.026270127420219263 -0.094314806811397839 -0.0068196118575962281 0.022689855948982145 -0.013652336308199687 0.058347625391822353 -0.0061321538327466377 -0.13408298435848331 -0.71409283344564489 0.00085517532327363812 0.028622555768605833 0.030031450699316026 -0.032871528406399231 leaf_weight=26 31 63 1484 1006 76 25 46 647 75 22 33 21 42 1109 3704 185 1088 81 32 101 1218 114 1083 2036 31 20 2981 2104 88 1314 leaf_count=26 31 63 1484 1006 76 25 46 647 75 22 33 21 42 1109 3704 185 1088 81 32 101 1218 114 1083 2036 31 20 2981 2104 88 1314 internal_value=0.000456957 0.000360205 0.00155725 0.000249593 -0.00147945 -0.00317949 0.00149049 0.00304382 -0.000150943 -0.00876596 -0.000770642 0.000174474 0.0011113 0.00132407 0.000106413 0.000976127 0.00161983 -0.00163758 -0.00520354 -0.00288525 1.71512e-05 0.000210756 8.22845e-05 -0.000247415 0.000588884 -0.00346269 0.000545276 0.000833109 -0.00272269 -0.000835821 internal_weight=20886 20133 1703 18430 219 156 1052 753 106 47 109 17378 1177 1151 16201 1508 1210 298 113 122 14693 10989 9771 5707 2357 134 4064 2223 119 3350 internal_count=20886 20133 1703 18430 219 156 1052 753 106 47 109 17378 1177 1151 16201 1508 1210 298 113 122 14693 10989 9771 5707 2357 134 4064 2223 119 3350 is_linear=0 shrinkage=0.04 Tree=168 num_leaves=31 num_cat=0 split_feature=15 22 33 10 26 8 14 15 35 35 27 14 9 0 19 15 31 24 18 23 22 13 13 23 26 3 13 16 35 13 split_gain=3.19626 1.46363 1.30418 0.860999 1.38528 0.811534 1.05034 1.06797 1.16846 0.797993 0.93868 1.43602 0.783313 1.54601 1.39278 1.20748 1.28982 1.28128 2.20299 1.37572 1.76087 1.19134 1.6707 1.301 1.19706 1.36459 1.13976 1.30396 1.09606 1.36089 threshold=167.65500000000003 149.90500000000003 119.45000000000002 -0.60355339059327384 -0.93666666666666021 1.0000000180025095e-35 -0.22700609751797865 114.48500000000001 91.59279761904763 88.317589285714291 6.8449999999999855 -0.73865259438682551 -0.37940952255126059 8.5000000000000018 90.675000000000026 97.085000000000022 116.00062500000003 -13.6 99.695000000000007 -3.7950000000000084 87.395000000000024 0.34235194516023087 -0.89406062840022227 11.980000000000002 -15.314999999999996 269.50000000000006 0.48314048284850658 165.37500000000003 64.61126488095239 0.99466373373798567 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 12 4 -3 -5 -7 8 -8 10 11 -2 28 15 -15 16 -14 -18 -19 -20 -21 22 23 24 25 -16 -23 -28 29 -1 right_child=9 3 -4 5 -6 6 7 -9 -10 -11 -12 -13 13 14 21 -17 17 18 19 20 -22 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0010823875113590653 0.1330469666357364 0.034066954740151222 0.21021378350694042 0.28727347838429745 -0.06597918077736796 0.15598334222104404 -0.030131841475721677 0.10970949975302954 -0.13253749326289849 0.66109871200414549 0.43046005401142895 -0.22318664432256249 0.0028458237422468347 -0.00048137192138172815 0.0018722101450014473 0.035306108774913351 0.031721789011521152 0.0091006863031315669 -0.14795491554578524 -0.13975079093298801 0.049328678677315239 -0.18424477253646274 0.0023898225756800741 -0.2667807590121537 -0.023535541891298032 -0.17339621995504353 -0.072785766742363825 -0.14154213738459137 0.021846541817431311 -0.10572013610659571 leaf_weight=1177 23 192 224 558 28 150 32 189 21 633 63 34 4722 3119 22 2466 58 70 29 23 23 51 841 21 150 37 566 23 5273 68 leaf_count=1177 23 192 224 558 28 150 32 189 21 633 63 34 4722 3119 22 2466 58 70 29 23 23 51 841 21 150 37 566 23 5273 68 internal_value=0.00043206 0.000336363 0.000251648 0.0017094 -0.000545454 0.00223158 0.000836735 -0.000793388 -0.00581132 0.0029907 1.49012e-10 -0.0037193 0.00021538 2.65119e-05 -0.000530021 0.000390204 2.84265e-05 -0.0030936 -0.00510345 -0.00986667 -0.00556522 -0.00144711 -0.000631186 -0.00365217 -0.00269856 -0.00752542 -0.0028125 -0.00231579 0.0005695 -0.000497992 internal_weight=20886 20133 18963 1170 220 950 392 242 53 753 120 57 18739 12221 4830 7391 4925 203 145 75 46 1711 1071 230 209 59 640 589 6518 1245 internal_count=20886 20133 18963 1170 220 950 392 242 53 753 120 57 18739 12221 4830 7391 4925 203 145 75 46 1711 1071 230 209 59 640 589 6518 1245 is_linear=0 shrinkage=0.04 Tree=169 num_leaves=31 num_cat=0 split_feature=15 22 23 13 27 7 16 29 17 23 21 0 28 0 32 15 18 16 14 22 18 20 2 23 18 34 10 32 13 16 split_gain=3.00528 1.44886 1.63035 2.12304 2.44723 1.6338 1.54527 1.2635 1.17886 1.33997 1.40833 0.826672 0.777258 0.79987 0.76067 0.7095 0.698514 1.01629 1.31161 1.77778 2.36144 0.913216 0.875575 1.37342 0.82101 0.814188 0.708524 0.680583 0.854696 0.676267 threshold=183.64500000000004 124.20500000000001 -0.37499999999999994 -0.814291907305839 -26.325000000000003 1.0000000180025095e-35 178.78500000000003 94.033389372836723 94.50500000000001 8.5500000000000025 122.95 2.5000000000000004 137.86607146539089 22.500000000000004 31.424104120294466 113.00500000000001 124.75500000000001 138.04000000000005 -0.031174269516803289 115.09500000000001 90.25500000000001 138.59500000000003 4.5000000000000009 13.915000000000003 123.58500000000002 144.94000000000003 -0.5 10.436515588323621 0.93544191479114935 106.90500000000002 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 3 4 -3 12 14 8 29 -10 -11 -9 13 -5 -7 -16 17 21 26 20 -20 24 23 -18 27 -22 -19 28 -1 -4 right_child=-2 2 7 5 -6 6 -8 11 9 10 -12 -13 -14 -15 15 -17 22 18 19 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.048269645803965505 0.84496119503402167 0.0024023790481703926 0.060405009962107535 0.013591648674473383 -0.15568305762228185 0.0018813796400820721 -0.22406063639491436 -0.070826232449997917 0.10902678069230057 -0.34069977518108779 -0.031657861169014513 0.19974409537449592 0.13492053219520928 -0.18498938823132061 -0.0025542253610748851 -0.25666294438039239 0.0093941481214536351 0.021833529596289574 -0.24003729590961559 -0.2009400183080334 -0.20611437465609306 0.076930510280324674 0.073616934788072408 -0.18497250633764459 -0.048028246163483196 0.033427669596748574 -0.0064278141707622607 0.00090759656845963048 -0.042445904264998252 -0.11219431378977011 leaf_weight=222 450 38 873 495 31 123 28 29 41 20 40 1404 283 32 20 29 2065 57 28 30 21 573 495 20 94 101 162 12981 21 80 leaf_count=222 450 38 873 495 31 123 28 29 41 20 40 1404 283 32 20 29 2065 57 28 30 21 573 495 20 94 101 162 12981 21 80 internal_value=0.000410993 0.000339793 0.00107235 -0.000226135 -0.00701449 0.000237624 -0.003 0.00163571 0.00058444 -0.00352475 -0.00733333 0.00240893 0.00103704 0.000129032 -0.0015814 -0.00579592 0.000184944 7.55775e-05 -0.00191479 -0.00444444 -0.00266667 0.000132748 0.000790698 0.000431655 6.54754e-05 -0.000262295 0.000164384 9.19542e-05 0.0021893 0.00101994 internal_weight=20886 20436 3566 1079 69 1010 200 2487 1054 101 60 1433 810 527 172 49 16870 14290 399 180 150 13891 2580 2085 13318 122 219 13224 243 953 internal_count=20886 20436 3566 1079 69 1010 200 2487 1054 101 60 1433 810 527 172 49 16870 14290 399 180 150 13891 2580 2085 13318 122 219 13224 243 953 is_linear=0 shrinkage=0.04 Tree=170 num_leaves=31 num_cat=0 split_feature=15 27 18 35 13 32 24 24 31 23 13 32 23 3 16 27 27 20 36 18 31 10 2 19 35 24 21 34 25 10 split_gain=2.86009 1.92842 1.58715 2.12844 1.19658 1.97167 1.72513 1.15719 0.986037 0.969043 1.08206 0.949542 0.830178 0.824465 0.777184 0.767384 0.894722 1.05804 1.14825 1.00187 0.890944 0.857143 0.814839 0.987962 0.834065 1.50201 1.87729 2.15825 1.08786 1.02521 threshold=126.28500000000001 -8.3550000000000093 113.99500000000002 133.54616071428575 -0.88622299073327826 35.765445797435099 32.200000000000017 0.31999999999999679 64.111250000000013 -21.114999999999998 -0.73866753694953124 16.229163960589371 30.199999999999999 271.50000000000006 107.84500000000001 12.744999999999999 1.0000000180025095e-35 84.00500000000001 121.1977421599223 150.00500000000002 134.28583333333339 -0.12940952255126037 3.5000000000000004 121.105 77.580312500000005 -8.1650000000000045 79.905000000000015 141.405 0.53999999999999571 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=12 2 3 4 5 6 -2 -6 13 10 -10 -4 15 14 -3 16 -1 22 19 -19 -21 -20 23 -18 -24 -26 27 28 -27 -28 right_child=1 8 11 -5 7 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 17 18 21 20 -22 -23 24 -25 25 26 29 -29 -30 -31 leaf_value=-0.00039003765228565835 -0.0029085059912089158 0.089386268412287903 -0.10455444869741076 -0.22644325241835542 -0.093357464402943485 -0.00039528702171966309 -0.26576021265832867 0.011432414196432974 -0.12187550054070739 0.20027852089554304 0.0017951739656074039 0.099713459674683882 0.081843782933502571 0.17827343874326992 -0.23534429568630766 -0.007739801646613303 0.011811470897105641 0.036753054989810692 0.00028815492946844491 -0.0010751696889342156 -0.14391843261912698 -0.2315006890404164 -0.00056807732399713495 -0.13081721762345816 0.0069460619678920234 -0.14999586391774358 0.027547916175819642 -0.24350951827818723 0.059613479023995102 -0.050382840858416184 leaf_weight=7351 24 25 30 20 32 70 26 472 20 1996 61 643 614 21 21 2213 2186 3506 21 114 29 21 930 42 194 34 78 38 31 23 leaf_count=7351 24 25 30 20 32 70 26 472 20 1996 61 643 614 21 21 2213 2186 3506 21 114 29 21 930 42 194 34 78 38 31 23 internal_value=0.000418654 0.00146894 0.000264237 -0.00115528 -0.00074359 -0.00433333 -0.0104 0.000111111 0.00220896 0.00236302 -0.00192593 0.00162259 0.000210043 -0.00256716 -0.00556522 0.000157278 0.000262502 0.000577894 0.00105229 0.00112798 -0.00215385 -0.00552381 8.54895e-05 0.000552962 -0.000698795 -0.00223116 -0.00462745 -0.00842718 -0.004 -0.000752475 internal_weight=20886 3461 1317 644 624 120 50 504 2144 2077 81 673 17425 67 46 16811 14598 7247 3691 3649 143 42 3556 2228 1328 398 204 103 65 101 internal_count=20886 3461 1317 644 624 120 50 504 2144 2077 81 673 17425 67 46 16811 14598 7247 3691 3649 143 42 3556 2228 1328 398 204 103 65 101 is_linear=0 shrinkage=0.04 Tree=171 num_leaves=31 num_cat=0 split_feature=15 22 23 16 9 15 10 14 24 19 12 35 0 13 20 32 14 13 31 16 21 33 12 9 34 16 14 14 15 14 split_gain=3.01217 1.14297 1.20325 0.957909 0.828557 1.0173 1.27813 1.5468 2.07798 2.74804 1.37578 1.25596 1.22376 0.790755 1.05482 0.735327 0.732323 0.849658 0.728882 1.14733 0.808704 0.65548 1.97635 1.50726 0.808159 0.874304 0.743639 1.29663 0.640021 0.612804 threshold=160.03000000000003 124.20500000000001 14.660000000000005 178.78500000000003 0.78656609248549325 116.88500000000001 -0.12940952255126037 0.19969739736768838 -7.0249999999999941 118.34000000000002 1.0000000180025095e-35 151.29839285714289 9.5000000000000018 0.73283908552571664 86.00500000000001 10.436515588323621 0.90070004940655357 0.73283908552571664 91.35208333333334 105.605 122.31250000000001 83.665000000000006 -0.56174490092936669 -0.37940952255126059 152.91500000000002 129.59500000000003 0.51849435583340198 -0.40613878790836594 102.075 0.99981043035926087 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 3 4 5 6 12 -8 16 10 -10 21 -3 -14 -15 -1 17 -9 19 -4 -21 22 23 26 -24 -26 27 -7 -19 -17 right_child=-2 2 18 -5 -6 11 7 8 9 -11 -12 -13 13 14 -16 29 -18 28 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.032089511933419933 0.30704241232438284 -0.051977618257815952 0.17381356908289144 -0.18493830278026721 0.07133148822821346 0.14287980987328733 0.007671590748265204 -0.23164593613403647 0.0015400814964317223 -0.23477742071089619 -0.12345968005469445 -0.11021364633110484 0.081298473596898777 -0.18969881367643004 0.0067805607901238775 0.002547311460301468 0.10540167171666404 -0.0060610397033967756 0.29085040095331671 -0.24223001472948824 -0.021993637308684307 0.10399692590941878 0.099473508393448568 -0.19188129650915525 -0.15566949216080819 0.010752150095486268 0.13023550538866849 -0.23644430621727963 0.16579357786537111 -0.10615014369325289 leaf_weight=243 981 40 502 30 367 21 175 23 37 26 21 23 231 26 108 16336 29 33 519 24 67 489 165 34 25 99 45 23 25 119 leaf_count=243 981 40 502 30 367 21 175 23 37 26 21 23 231 26 108 16336 29 33 519 24 67 489 165 34 25 99 45 23 25 119 internal_value=0.000409078 0.000302437 0.000994076 0.000429594 0.000532688 0.000160189 -0.000909561 -0.00261247 -0.00507216 -0.00980952 -0.00496552 0.00105628 0.000641975 0.00136986 -0.00107463 0.000169601 -0.00145455 -0.00340741 0.00205755 0.00109949 -0.00303297 0.0012919 0.000116505 -0.00413008 0.00192388 -0.000516129 -0.00139326 -0.00509091 -0.000827586 0.000137344 internal_weight=20886 19905 3207 2095 2065 1698 774 369 194 84 58 924 405 365 134 16698 110 81 1112 593 91 901 412 123 289 124 89 44 58 16455 internal_count=20886 19905 3207 2095 2065 1698 774 369 194 84 58 924 405 365 134 16698 110 81 1112 593 91 901 412 123 289 124 89 44 58 16455 is_linear=0 shrinkage=0.04 Tree=172 num_leaves=31 num_cat=0 split_feature=15 22 23 10 13 14 16 35 29 7 16 13 23 21 10 35 21 32 28 35 3 16 18 16 17 22 20 36 32 8 split_gain=2.70074 1.85173 1.00111 1.23421 3.30941 1.64822 2.38131 1.75926 1.10301 0.944645 1.54623 0.972686 1.15695 0.944105 0.847836 0.894492 1.16846 0.777151 0.741485 0.698282 1.07164 0.687791 0.629259 0.925263 1.652 0.856127 0.820996 0.778326 1.03357 0.972222 threshold=183.64500000000004 124.20500000000001 -0.37499999999999994 0.37940952255126048 -0.97113884758256674 -0.15101602693478741 119.94500000000001 99.910848214285721 105.95695920108888 1.0000000180025095e-35 178.78500000000003 -0.814291907305839 -16.899999999999995 99.355000000000004 -0.60355339059327384 100.21803571428572 142.73500000000004 28.725957109012263 144.99534463321302 127.3775148809524 36.500000000000007 225.02000000000001 124.75500000000001 140.78500000000003 111.04500000000002 118.80500000000002 138.59500000000003 42.553492735904356 43.699021879300282 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 21 9 8 -5 -6 7 -7 14 11 13 12 -3 17 15 -4 -17 -11 19 -13 -21 22 23 26 -25 27 -1 -26 29 -29 right_child=-2 2 3 4 5 6 -8 -9 -10 10 -12 18 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.00073614336040938233 0.79449025479918534 0.0017509903685205975 0.021550132882959466 -0.39986578436399994 0.13322731930277079 -0.097600330280444736 0.10578372330040731 -0.21021305870171922 0.26529782245338374 -0.0058148070801955455 -0.20462148914220168 0.021665751179020431 -0.10205619303453599 0.0045154237889595663 0.090681390819315949 -0.36969243985164246 -0.018358930992064745 -0.26871040828952403 0.17718701433537651 -0.2095087694282719 0.0018816378508355236 -0.12374836855753092 0.016609867038198806 -0.12875326296636674 0.033257129420835016 -0.11249015199135848 0.077666946169953108 -0.040063854373770934 0.013100431829377113 -0.1787008674525821 leaf_weight=13384 450 34 78 27 341 30 86 27 868 36 30 417 24 124 977 21 32 21 200 43 150 22 2568 33 130 32 580 35 58 28 leaf_count=13384 450 34 78 27 341 30 86 27 868 36 30 417 24 124 977 21 32 21 200 43 150 22 2568 33 130 32 580 35 58 28 internal_value=0.000401417 0.000333921 0.00116209 0.00160354 -0.000148728 0.00061157 -0.00299301 -0.00933333 0.00205668 0.000144578 -0.00225592 0.000728111 -0.00427586 -0.000861878 0.00122022 -0.00180153 -0.00581132 -0.00512281 0.00108642 0.000393443 -0.00159585 0.000158862 0.000168091 6.44259e-05 -0.00207595 -0.00108834 0.000112862 -0.000302789 -0.00261157 -0.00615873 internal_weight=20886 20436 3566 2487 511 484 143 57 1976 1079 211 868 58 181 1108 131 53 57 810 610 193 16870 16848 14280 316 283 13964 251 121 63 internal_count=20886 20436 3566 2487 511 484 143 57 1976 1079 211 868 58 181 1108 131 53 57 810 610 193 16870 16848 14280 316 283 13964 251 121 63 is_linear=0 shrinkage=0.04 Tree=173 num_leaves=31 num_cat=0 split_feature=15 22 10 16 10 13 17 13 15 18 25 2 29 35 21 16 23 18 29 3 36 27 19 10 18 16 13 19 14 13 split_gain=2.70074 1.8019 0.962379 1.69765 1.6721 2.39702 2.17779 1.2902 1.16036 1.02324 1.25357 0.953053 0.837699 0.718552 0.722569 0.920229 1.04762 0.716406 1.37171 1.11364 0.679471 0.626244 0.59169 0.575076 0.768256 1.96377 2.62563 2.25114 1.86389 1.38752 threshold=183.64500000000004 124.20500000000001 -0.60355339059327384 178.78500000000003 0.37940952255126048 -0.97113884758256674 102.90500000000002 0.73283908552571664 92.385000000000005 75.155000000000015 8.4050000000000029 1.5000000000000002 105.64350893783627 134.05470238095242 75.155000000000015 109.63500000000001 -3.0500000000000038 32.335000000000008 64.378891199593667 122.50000000000001 22.083405096240448 33.365000000000002 198.91500000000002 -0.98296291314453399 95.00500000000001 111.55500000000002 -0.88622299073327826 92.385000000000005 0.080547328232315238 0.78325454425165997 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 22 3 7 12 6 -6 9 11 10 -3 -7 17 14 -9 16 -16 -4 19 -19 -20 -10 23 -1 25 -25 27 -27 -29 -28 right_child=-2 2 4 -5 5 8 -8 13 21 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24 24 -26 26 29 28 -30 -31 leaf_value=-0.017561507576039859 0.76271064460721849 0.14390483069671994 0.33953496463012417 -0.18543899727978971 -0.41313761970402146 -0.11859655810423422 0.031834231224221327 -0.057349505875646613 0.023320338382261576 0.061042757121883236 -0.028381988412518599 -0.11505868580953921 0.26149393612310973 -0.064009244963565332 0.034861099092334528 0.015737171489920935 -0.29836184696091195 0.021908875774792839 -0.054001866470367442 -0.1159180645071794 0.062585080245198418 -0.085731054471238494 0.4379708468331871 0.0017478473900978475 0.0091666485182622243 0.013067401320230723 0.0012958375939808985 -0.1477259592255184 -0.32452220325528019 -0.10639198593053564 leaf_weight=800 450 31 244 34 22 21 21 23 955 356 21 66 789 21 21 111 33 22 20 22 713 20 64 8804 6647 26 349 35 23 122 leaf_count=800 450 31 244 34 22 21 21 23 955 356 21 66 789 21 21 111 33 22 20 22 713 20 64 8804 6647 26 349 35 23 122 internal_value=0.000401417 0.000333921 0.00115087 -0.000239631 0.00146141 0.000235294 -0.00902326 0.00023987 0.00061017 0.00154902 -0.00369231 -0.00381609 0.00220994 -0.00231579 -0.00153191 -0.00060606 -0.00488889 0.00145348 0.000859717 -0.006 0.00127149 0.00100513 0.000161233 0.000146614 0.000198926 -3.46189e-05 -0.00234234 -0.00885714 -0.0132414 -0.00118047 internal_weight=20886 20436 3566 651 2915 1105 43 617 1062 408 52 87 1810 209 188 165 54 1021 777 44 733 975 16870 16806 16006 9359 555 84 58 471 internal_count=20886 20436 3566 651 2915 1105 43 617 1062 408 52 87 1810 209 188 165 54 1021 777 44 733 975 16870 16806 16006 9359 555 84 58 471 is_linear=0 shrinkage=0.04 Tree=174 num_leaves=31 num_cat=0 split_feature=15 22 36 27 35 15 16 21 31 13 35 0 18 3 34 21 22 20 26 13 19 32 13 22 14 3 24 24 0 18 split_gain=2.70412 1.76129 1.21806 1.10265 1.05768 0.81498 1.50397 1.38846 0.808671 0.767423 0.677466 1.41193 1.48135 0.817818 0.789634 0.837502 1.33405 0.87715 0.705593 0.64 0.59169 0.543549 0.818604 0.605095 1.01173 0.731384 0.819197 0.724935 0.851044 0.825 threshold=183.64500000000004 124.20500000000001 21.367456405490945 -23.659999999999986 131.23491071428575 115.81000000000002 119.94500000000001 94.905000000000015 46.172708333333354 0.97112537654464559 91.290193452380962 18.500000000000004 107.84500000000001 118.50000000000001 141.02000000000001 129.61500000000004 144.00500000000002 113.75500000000001 118.90000000000001 0.77788564761185042 198.91500000000002 10.436515588323621 0.93544191479114935 27.520000000000003 0.99855310097228334 303.50000000000006 -35.475000000000001 -33.319999999999986 20.500000000000004 82.295000000000016 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 20 -3 4 9 6 10 -8 -7 -4 -5 14 13 -13 15 16 17 -12 -17 -9 21 22 -1 24 25 26 -23 29 -29 -28 right_child=-2 2 3 5 -6 8 7 19 -10 -11 11 12 -14 -15 -16 18 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.044638904050501617 0.73220221882293002 -0.051282122225849706 0.011593258895756907 0.079598926650491036 -0.1714182285025036 -0.096902137248036327 -0.11669085552731399 -0.032866102990464961 0.12250975857792623 -0.18593479414850836 0.062606665742955411 -0.22109929239208062 -0.21181669163994601 0.010231256041818333 0.068829577289924351 0.10041550054723723 -0.40040463027870615 -0.19657430945844107 -0.04721856912641631 0.08975142709447359 0.42045201295985984 0.018979912024081155 -0.042603467023094234 0.0031573981957526511 -0.14868570711339624 0.035524241478076778 -0.018312604697821974 -0.0083142688709889768 -0.21657209172489189 -0.72921416608899559 leaf_weight=222 450 35 249 612 45 20 20 25 1799 45 43 20 23 39 417 88 25 20 21 20 64 418 21 14096 26 172 24 1780 27 20 leaf_count=222 450 35 249 612 45 20 20 25 1799 45 43 20 23 39 417 88 25 20 21 20 64 418 21 14096 26 172 24 1780 27 20 internal_value=0.000399502 0.000331963 0.00113965 0.00121325 -0.000955752 0.00144361 0.000707939 -0.00523077 0.0019989 -8.16325e-05 0.00100306 0.000149425 -0.00478049 -0.00142373 0.000807818 -0.00127919 -0.00418182 -0.00107936 0.00106422 -0.00133333 0.000161233 0.000146614 0.00202469 0.000119061 -0.000458857 -0.000375256 -0.000565888 -0.000927066 -0.000803542 -0.006 internal_weight=20886 20436 3566 3531 339 3192 1373 65 1819 294 1308 696 82 59 614 197 88 63 109 45 16870 16806 243 16563 2467 2441 2269 1851 1807 44 internal_count=20886 20436 3566 3531 339 3192 1373 65 1819 294 1308 696 82 59 614 197 88 63 109 45 16870 16806 243 16563 2467 2441 2269 1851 1807 44 is_linear=0 shrinkage=0.04 Tree=175 num_leaves=31 num_cat=0 split_feature=15 22 10 16 33 28 13 29 14 33 36 21 34 15 14 10 23 29 23 31 10 29 18 3 25 24 13 32 13 3 split_gain=2.58916 1.43001 1.45287 1.60686 0.95378 0.823185 0.775979 0.719669 1.55057 1.16952 0.875758 0.743817 0.732775 0.71337 0.786469 1.27787 1.06202 0.705275 0.645493 0.993647 0.850223 0.847095 0.695763 0.740192 0.618909 1.87299 0.783881 1.43787 1.17803 1.25009 threshold=183.64500000000004 144.84500000000003 -0.60355339059327384 174.65000000000001 111.50500000000001 90.045026284165132 0.52033990680116082 145.80968373380301 0.6174544326165855 89.070000000000007 53.720864973764385 62.550000000000004 229.91000000000003 115.81000000000002 0.63089349388778826 -0.12940952255126037 4.6000000000000023 156.56483527088417 29.47000000000001 62.556666666666679 0.60355339059327384 57.916987119325505 -60.004999999999988 134.50000000000003 84.180000000000021 37.795000000000009 -0.40614700388750385 20.716629932011017 0.72695311118111527 149.50000000000003 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 4 3 5 7 -3 -7 18 9 -9 -11 -10 17 14 -4 -16 -17 -13 24 21 -21 22 23 -20 -1 26 -26 -28 29 -29 right_child=-2 2 13 -5 -6 6 -8 8 11 10 -12 12 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0027006221715371067 0.70291413007001324 -0.048310214131401727 0.12457204714264791 -0.22107682813179763 0.10883655890192591 0.11822243984152696 -0.018105946650819965 0.0015257500026043297 -0.0053558055963382192 -0.11915445713304273 -0.15385490649517683 0.023678913412925624 0.11175006516968541 0.22128291828655866 0.060732816317094498 -0.020812448811444048 -0.24532568813888098 -0.073889144740049303 0.14942067502971548 0.13231677564390715 -0.085553371412667736 -0.28410750260872791 0.080845677140883157 -0.50869828811704931 0.040042354373501836 -0.22798591485923655 -0.29546901344170967 -0.28540680342389624 0.060721088915586911 -0.0076652601000940504 leaf_weight=16941 450 20 279 24 462 111 136 30 23 33 22 51 77 881 76 32 20 20 23 434 39 35 239 20 139 25 40 35 91 78 leaf_count=16941 450 20 279 24 462 111 136 30 23 33 22 51 77 881 76 32 20 20 23 434 39 35 239 20 139 25 40 35 91 78 internal_value=0.00037652 0.000310433 0.00146675 -0.00108591 0.000213608 -0.000194756 0.000437247 0.000168524 -0.0019375 -0.00635294 -0.00981818 0.00025731 0.0012973 0.00204348 0.000658477 -0.0019375 -0.00676923 -0.0016338 0.000198247 0.00131646 0.0024778 -0.000416404 0.000312057 -0.00437209 0.000147329 -0.00139216 -0.000699739 -0.00206557 -0.000705882 -0.00343363 internal_weight=20886 20436 1579 291 18857 267 247 18395 256 85 55 171 148 1288 407 128 52 71 18139 790 473 317 282 43 17349 408 383 244 204 113 internal_count=20886 20436 1579 291 18857 267 247 18395 256 85 55 171 148 1288 407 128 52 71 18139 790 473 317 282 43 17349 408 383 244 204 113 is_linear=0 shrinkage=0.04 Tree=176 num_leaves=31 num_cat=0 split_feature=15 9 9 2 14 23 14 0 36 22 23 14 27 35 23 17 19 3 15 26 26 27 15 24 20 20 26 15 9 9 split_gain=2.34811 1.24146 1.4168 2.54644 1.72784 1.40281 1.36969 1.70422 1.36009 1.3319 1.17759 1.16632 1.59329 1.1662 1.40833 1.08196 1.97891 1.72414 0.966503 0.946759 1.17631 0.891947 0.857994 1.75233 0.822783 1.88235 1.20735 0.787327 0.775873 1.12064 threshold=167.65500000000003 -0.91597561503675329 0.91597561503675362 4.5000000000000009 -0.41399101439218416 3.1600000000000006 0.90070004940655357 17.500000000000004 12.49819161473412 68.305000000000021 4.6000000000000023 -0.77243990499604276 22.550000000000001 80.533452380952397 41.510000000000012 113.99500000000002 102.50500000000001 24.500000000000004 0.092500000000000013 4.135000000000006 37.475000000000001 -8.3550000000000093 -5.2899999999999991 12.565 85.00500000000001 79.205000000000013 -11.009999999999993 17.155000000000005 -0.37940952255126059 -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 6 28 11 5 9 8 -8 -1 19 -6 12 24 14 -2 16 -9 -18 21 -5 -21 -10 -23 -24 25 26 -4 -13 29 -3 right_child=13 2 3 4 10 -7 7 15 18 -11 -12 27 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.064796297219179635 -0.21933539801964907 -0.0021998312978375126 -0.10072736593893439 -0.13347495176842131 0.017061275120720889 -0.17295477114178368 0.15802210384085727 -0.028240615684248033 0.12716828823603671 -0.0015279798109562584 -0.03708379345542874 -0.0090694764021230084 -0.44826674649029485 0.49705870452279222 0.37672234519309283 0.11038630276313156 -0.025524439156555612 -0.22846842830497124 0.10587493802682171 0.0079042362942768358 -0.071386502825217288 0.0059431418873522905 0.026201520318926193 -0.11474578656153943 0.11938775173365165 -0.14245573234182607 0.14160759091406999 0.1294290815753231 -0.0018257435949340997 0.02165854772838248 leaf_weight=23 32 2369 37 20 398 31 101 75 35 153 74 104 22 673 48 62 29 29 1945 32 37 42 37 30 216 30 97 1354 10200 2551 leaf_count=23 32 2369 37 20 398 31 101 75 35 153 74 104 22 673 48 62 29 29 1945 32 37 42 37 30 216 30 97 1354 10200 2551 internal_value=0.00037269 0.000290667 0.000174894 0.00103647 -0.000939597 -0.00347253 0.00114286 -0.00140541 0.0015 -0.00244628 0.000525424 0.00182796 -7.96018e-05 0.00256574 -0.002 -0.00358974 -0.00562406 -0.0111724 0.00160651 -0.00633708 -0.00411594 -0.00155556 -0.00333945 -0.00614925 0.000526316 -0.00160976 0.000417911 0.00235391 2.64552e-05 0.000439025 internal_weight=20886 20133 17725 2605 745 273 2408 296 2112 242 472 1860 402 753 80 195 133 58 2089 89 69 144 109 67 380 164 134 1458 15120 4920 internal_count=20886 20133 17725 2605 745 273 2408 296 2112 242 472 1860 402 753 80 195 133 58 2089 89 69 144 109 67 380 164 134 1458 15120 4920 is_linear=0 shrinkage=0.04 Tree=177 num_leaves=31 num_cat=0 split_feature=15 22 27 35 33 22 24 32 26 35 23 35 25 14 27 3 24 35 28 33 29 17 16 15 35 21 22 22 17 26 split_gain=2.48316 1.31645 0.949823 1.03261 0.89789 0.779442 0.750475 0.828003 0.772961 0.741224 0.731986 1.18378 1.25045 0.808445 0.786808 1.16217 0.806626 1.35059 2.20737 1.33086 1.11249 1.58333 1.64847 0.80699 2.13554 0.767397 1.04077 0.76484 2.22964 1.75026 threshold=183.64500000000004 149.90500000000003 -24.610000000000003 101.40005952380955 116.44500000000001 172.56000000000003 -27.004999999999999 27.667310202860605 108.83000000000003 72.772886904761918 19.095000000000002 72.291309523809545 88.575000000000017 -0.99761278905001471 12.744999999999999 8.5000000000000018 27.665000000000003 84.95168154761906 100.74315735272127 -4.1949999999999994 83.532494987662915 93.035000000000011 138.04000000000005 88.795000000000016 76.486547619047641 81.125000000000014 83.285000000000011 90.25500000000001 32.335000000000008 0.63499999999999102 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 3 -3 10 -5 7 -4 -8 -2 14 12 27 -13 16 -16 -1 18 23 -20 -21 -22 -23 24 25 -18 -27 28 -12 -30 right_child=9 2 6 5 -6 -7 8 -9 -10 -11 11 13 -14 -15 15 -17 17 -19 19 20 21 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0035726703874839746 -0.055281849527917794 0.0075404822531773084 -0.220750885127662 -0.05897443069088576 0.15759350893153942 -0.17854658126594569 0.12905019708481158 0.008848539142404608 -0.024291899426844742 0.81938258564388589 0.012504607367239276 -0.62179434313264825 -0.21268035072111421 0.12458011014775172 -0.1689689931952793 -0.0070293485095124907 0.12888435664344056 0.036052456179697948 0.010668332090675192 -0.24567626518832839 -0.29727039540135219 0.085582559576597911 -0.21089452759202754 0.04085543491935207 -0.3516575739485463 -0.21103812429149116 -0.014499726886673413 0.062451667353059064 -0.45085073260630043 -0.064504675063517314 leaf_weight=14276 29 63 22 28 297 23 1103 31 21 421 164 26 24 1089 33 1873 50 323 31 22 38 44 32 200 22 22 70 443 20 46 leaf_count=14276 29 63 22 28 297 23 1103 31 21 421 164 26 24 1089 33 1873 50 323 31 22 38 44 32 200 22 22 70 443 20 46 internal_value=0.000349708 0.000284987 0.0015213 -0.00196491 0.000201619 -0.00619608 0.00185896 -0.00279245 0.00207829 0.00328889 0.000167233 0.000931567 -0.000361549 0.00173991 8.59358e-05 -0.000679958 0.000182419 -0.00101171 -0.00225235 -0.00605988 -0.00776471 -0.00617544 -0.00284211 -0.000505494 -0.00258537 -0.000788732 -0.00295652 -4.16046e-05 -0.00191304 -0.00812121 internal_weight=20886 20436 1291 114 19145 51 1177 53 1124 450 18848 1812 697 1115 17036 1906 15130 854 531 167 136 114 76 364 164 142 92 673 230 66 internal_count=20886 20436 1291 114 19145 51 1177 53 1124 450 18848 1812 697 1115 17036 1906 15130 854 531 167 136 114 76 364 164 142 92 673 230 66 is_linear=0 shrinkage=0.04 Tree=178 num_leaves=31 num_cat=0 split_feature=15 14 23 24 13 34 35 31 10 36 13 33 2 9 2 24 32 35 0 25 28 16 20 17 12 22 8 24 16 21 split_gain=2.33883 1.97047 1.40585 1.31162 1.96484 1.25465 1.11603 0.855058 0.821262 1.19899 0.888215 1.08559 0.897024 0.763227 2.34931 1.5683 0.940956 0.890655 1.98328 1.34384 1.54288 1.40192 1.01145 0.87933 1.67488 0.847336 1.46135 0.821256 1.53233 1.09119 threshold=126.28500000000001 0.65720762023595369 20.095000000000002 41.900000000000006 -0.8781231054254196 178.88500000000002 75.462529761904776 90.345000000000027 -0.78656609248549325 41.788968482523664 -0.90163369914317015 73.855000000000004 3.5000000000000004 0.98296291314453421 5.5000000000000009 3.3200000000000007 42.789804555738669 114.99058035714286 17.500000000000004 -10.139999999999992 109.50421840377335 89.475000000000009 101.02500000000002 133.52000000000001 -0.56174490092936669 109.36500000000002 1.0000000180025095e-35 -0.9899999999999991 98.765000000000015 48.655000000000008 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 5 -5 -2 -6 -4 9 -7 11 -10 -12 17 -15 16 -16 -1 22 20 21 -20 27 -24 -25 -21 -27 29 -29 -19 right_child=1 -3 7 4 6 8 -8 -9 10 -11 12 -13 -14 14 15 -17 -18 18 19 25 -22 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=0.0033024379393501104 0.010846595947601425 0.17818259891574925 0.039987134213580189 -0.26666668565096691 -0.13701281029477652 -0.15695657420283524 0.069992599142355158 0.32555957239171063 0.017492699937378321 -0.009182358740147915 0.032779240335731361 -0.1764346199836693 -0.18678275648046586 0.085947233423647754 0.0008471111727819797 -0.11092095505586022 -0.18133173223298651 -0.32057023728841194 -0.370846095136248 0.057785887753983939 -0.20852809753837701 0.043374356724457525 0.018865303082578003 -0.12695291444253415 0.0053460769178774311 -0.14708969099234825 0.010407816051242904 -0.097463822872613848 0.027039404282732403 -0.0012381022519705313 leaf_weight=15052 750 1607 258 34 32 23 60 394 26 20 188 38 31 719 83 20 21 20 20 57 37 32 821 25 78 24 45 53 32 286 leaf_count=15052 750 1607 258 34 32 23 60 394 26 20 188 38 31 719 83 20 21 20 20 57 37 32 821 25 78 24 45 53 32 286 internal_value=0.000357369 0.00130714 0.000418555 -0.000392679 -0.00425397 5.94797e-05 -0.00121739 0.00191411 -0.00201227 -0.00716279 -0.00122968 -0.005375 -1.82647e-05 0.000168723 0.00134282 -0.00374194 -0.00176923 0.000109034 -0.000810457 -0.00437209 -0.00813483 -0.00369231 -0.000228137 0.000493507 -0.00299029 -0.00171429 -0.00469565 -0.0019335 -0.00541176 -0.00096732 internal_weight=20886 3461 1854 1202 126 1076 92 652 326 43 283 64 219 17425 843 124 104 16582 1530 215 89 52 1315 924 103 126 69 391 85 306 internal_count=20886 3461 1854 1202 126 1076 92 652 326 43 283 64 219 17425 843 124 104 16582 1530 215 89 52 1315 924 103 126 69 391 85 306 is_linear=0 shrinkage=0.04 Tree=179 num_leaves=31 num_cat=0 split_feature=15 9 9 0 18 14 0 25 12 26 3 23 27 15 0 16 19 14 28 36 25 20 21 12 18 23 0 14 23 31 split_gain=2.23948 1.86906 2.17119 2.65531 1.43803 2.30868 1.6624 2.18633 1.62264 1.65163 1.37681 1.62393 1.35971 1.08243 1.18308 1.70547 1.11442 1.06202 1.0531 1.81333 1.54462 1.05026 1.04352 1.63166 1.08695 0.988286 1.12589 1.58478 1.67083 1.28655 threshold=102.075 0.91597561503675362 -0.37940952255126059 18.500000000000004 130.00500000000002 0.26659387353423869 20.500000000000004 32.315000000000019 -0.56174490092936669 -17.804999999999996 259.50000000000006 20.760000000000002 -8.9199999999999928 167.65500000000003 8.5000000000000018 96.405000000000015 103.21500000000002 0.78724360164103002 113.95228916098203 28.387474247181284 0.53999999999999571 90.995000000000019 81.595000000000013 -0.22252093395631442 110.64500000000001 0.57999999999999929 7.5000000000000009 0.28313308994381592 12.369999999999999 98.752916666666692 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 -2 5 6 10 -8 9 -7 -5 -12 17 14 25 -16 22 -11 19 -10 -21 -9 23 24 -17 -4 27 -27 -29 -28 right_child=1 -3 13 4 -6 8 7 21 18 12 11 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 28 -30 -31 leaf_value=0.00061675128317445743 0.23883960907912813 0.19511848894016223 0.044857518523036925 0.32730074158169897 0.089896214601455984 0.010423239666130098 0.0020773859195592965 -0.014420986726342301 0.039862838218337776 -0.16908645556487539 -0.21216271792416508 0.13135784178070339 -0.29614075616869123 0.419561595661603 -0.28942588533270264 -0.20777147524998615 -0.031109016423108014 0.15015383450021522 0.0093812035011398495 -0.12415685197052477 -0.14109703113159622 -0.22157537769639146 0.018125058189000662 0.019317036908680332 -0.026759395362856476 0.03076069962160493 -0.019854172047406887 -0.022496090475791784 -0.21110440364176331 0.22621869814722367 leaf_weight=13266 1125 647 808 504 616 31 694 25 24 32 34 70 35 247 31 39 913 20 223 31 20 27 611 148 40 92 220 93 22 198 leaf_count=13266 1125 647 808 504 616 31 694 25 24 32 34 70 35 247 31 39 913 20 223 31 20 27 611 148 40 92 220 93 22 198 internal_value=0.000345878 0.000892389 0.000701563 0.00140245 0.000647108 6.77968e-05 0.000868538 -0.000396783 -0.00253846 -0.00650847 0.00242105 -0.00176923 -0.00933333 -9.24306e-06 -0.000205288 -0.000893378 -0.000728726 -0.00523077 -0.000966443 -0.00506667 -0.00933333 -0.00830769 0.000324582 -0.00199119 -0.00663291 0.000650384 -0.000544 -0.00295652 -0.00608696 0.000650718 internal_weight=20886 7620 6973 3511 2386 1770 1354 746 416 118 608 104 87 3462 3215 1782 1751 52 298 75 51 52 838 227 79 1433 625 207 115 418 internal_count=20886 7620 6973 3511 2386 1770 1354 746 416 118 608 104 87 3462 3215 1782 1751 52 298 75 51 52 838 227 79 1433 625 207 115 418 is_linear=0 shrinkage=0.04 end of trees feature_importances: lag_1h=745 diff_1h=446 hour=277 diff_2h=277 sin_hour=229 cos_day_of_year=229 cos_hour=225 acceleration_1h=211 rolling_mean_24h=204 rolling_min_24h=188 lag_14d=174 lag_2h=154 rolling_std_24h=151 lag_4h=148 sin_day_of_year=146 lag_7d=138 lag_48h=123 rolling_std_7d=123 rolling_mean_7d=121 lag_24h=120 ema_4step=116 day_of_year=115 is_morning_peak=114 day_of_week=104 diff_24h=103 lag_3h=100 ema_12step=100 rolling_max_24h=89 diff_7d=79 sin_day_of_week=22 cos_day_of_week=19 is_evening_peak=8 is_holiday=2 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: 0.1] [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:[]