tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=36 objective=quantile feature_names=hour quarter day_of_week day_of_year month is_weekend is_holiday is_morning_peak is_evening_peak sin_hour cos_hour sin_day_of_week cos_day_of_week sin_day_of_year cos_day_of_year lag_1h lag_2h lag_3h lag_4h lag_24h lag_48h lag_7d lag_14d diff_1h diff_2h diff_24h diff_7d acceleration_1h ema_4step ema_12step rolling_std_4step rolling_mean_24h rolling_std_24h rolling_min_24h rolling_max_24h rolling_mean_7d rolling_std_7d feature_infos=[0:23] [0:3] [0:6] [1:366] [1:12] [0:1] [0:1] [0:1] [0:1] [-1:1] [-1:1] [-0.97492791218182362:0.97492791218182362] [-0.90096886790241903:1] [-0.9999994220246925:0.99998555065071859] [-0.99997919295908233:0.9999907524084426] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [10463.962:28303.880000000001] [-2903.4629999999997:3855.9389999999985] [-4081.4310000000005:5844.8260000000009] [-7943.1689999999999:8365.1899999999987] [-10027.430000000002:12712.09] [-3284.5759999999973:3787.5220000000045] [10583.679839872162:28255.085521315148] [10730.077936673477:27843.262034530057] [0.035540670156838566:1437.8744727734293] [11989.789708333332:25096.697916666668] [805.6052072797138:4108.1703667501224] [10463.962:20091.349999999999] [14384.51:28303.880000000001] [15130.045930059525:23189.13090029762] [2010.9541030549869:3895.7965528740006] tree_sizes=2666 2773 2768 2771 2766 2794 2800 2799 2798 2773 2783 2799 2803 2778 2787 2799 2805 2812 2807 2803 2798 2801 2798 2812 2795 2827 2808 2837 2795 2827 2822 2822 2784 2816 2820 2833 2827 2826 2826 2826 2804 2834 2825 2832 2820 2822 2827 2830 2837 2850 2807 2829 2838 2831 2838 2838 2825 2841 2842 2818 2823 2845 2840 2844 2850 2834 2848 2827 2845 2837 2841 2843 2859 2843 2878 2853 2868 2829 2852 2843 2874 2875 2846 2856 2879 2876 2885 2848 2862 2854 2845 2851 2843 2865 2866 2843 2854 2877 2870 2863 2883 2849 2871 2889 2891 2875 2874 2861 2871 2880 2895 2853 2875 2883 2890 2843 2858 2894 2887 2892 2895 2877 2888 2885 2892 2833 2892 2892 2880 2865 2903 2901 2883 2881 2892 2866 2868 2860 2864 2855 2903 2828 2861 2885 2879 2869 2884 2868 2898 2911 2908 2881 2878 2894 2889 2896 2867 2909 2908 2862 2896 2884 2875 2865 2901 2864 2868 2900 2894 2921 2900 2863 2850 2893 2907 2858 2912 2890 2864 2903 Tree=0 num_leaves=31 num_cat=0 split_feature=28 0 28 28 23 28 16 30 15 28 23 30 34 15 24 27 28 27 23 28 30 28 27 28 16 15 28 28 30 28 split_gain=6225.33 139.285 134.156 106.709 92.6793 52.1197 30.4958 28.2561 20.2349 19.2883 110.348 15.4296 12.0251 11.0932 8.20822 7.50372 7.27706 7.16613 6.59933 6.10315 14.4059 5.86166 5.09091 4.90756 7.62373 5.31114 4.62223 4.23268 3.44618 3.40628 threshold=23012.551498405235 19.500000000000004 22688.3131920341 23639.606257191048 1159.6050000000016 23224.351260753909 22722.497000000003 107.3178035983771 23120.728750000006 22224.078237921709 1747.2570000000007 73.360593132671525 22989.775000000005 22912.653750000001 4182.7237500000001 40.080749999999178 23358.803016599537 -263.12799999999964 -227.16199999999841 23889.383416921202 279.39745743895998 22431.984273753962 287.69125000000446 22877.189272965905 23048.338750000003 22851.246500000005 22817.826319282514 22877.189272965905 200.35630430952162 23084.306714417227 decision_type=2 2 2 2 2 2 2 2 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 9 15 6 8 7 27 18 -1 14 -10 -9 26 -11 -3 -17 21 29 20 -5 -12 -13 -8 25 -25 -14 -4 -6 -2 right_child=1 3 4 19 28 -7 23 12 11 10 17 22 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=22945.892232627011 23020.347304081162 23014.835937289336 23016.412030363455 23037.134092829339 23026.296186873522 23133.911433377936 23013.573513806015 23017.707242128152 23029.279233571215 23010.607186705955 23020.937249815164 23026.546411014322 23028.518046304733 23020.80881884155 23026.562796278409 23019.398998516983 23033.704216222763 23049.276570022357 23049.69810746111 23092.437456262232 23021.352851505642 23030.679265500847 23032.881624785365 23028.319982941506 23015.305544754006 23023.737948081252 23032.85304644853 23021.352109261567 23054.646634739711 23032.166755463324 leaf_weight=72189 26 291 164 59 20 6748 521 40 137 2101 29 198 90 40 32 44 33 138 427 242 38 24 33 30 237 115 145 85 173 24 leaf_count=72189 26 291 164 59 20 6748 521 40 137 2101 29 198 90 40 32 44 33 138 427 242 38 24 33 30 237 115 145 85 173 24 internal_value=23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 23018.4 internal_weight=84473 8300 76173 707 1660 7593 1467 564 845 74513 2324 368 315 275 2133 368 77 191 477 339 97 53 231 903 382 145 235 249 193 50 internal_count=84473 8300 76173 707 1660 7593 1467 564 845 74513 2324 368 315 275 2133 368 77 191 477 339 97 53 231 903 382 145 235 249 193 50 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 0 28 16 30 28 0 30 16 24 28 15 15 30 34 28 15 30 28 30 23 28 16 15 28 1 split_gain=6012.17 138.973 129.289 115.182 88.2087 36.5409 40.7091 28.4781 27.1781 19.3078 112.464 16.8145 16.6728 16.523 11.4427 14.3013 13.7047 15.8677 11.4364 11.0801 10.4402 9.27103 8.31192 7.79062 7.43388 5.08126 6.84167 5.50845 4.89627 4.85111 threshold=23012.551498405235 23358.803016599537 22688.3131920341 18.500000000000004 1159.6050000000016 19.500000000000004 23715.418192730529 22722.497000000003 107.3178035983771 22105.440169433143 7.5000000000000009 270.65698617871618 22659.774500000003 4182.7237500000001 23084.306714417227 22979.006250000002 23254.805250000001 82.870358415938654 22989.775000000005 22431.984273753962 22912.653750000001 479.12341686379733 22359.181258452711 141.74176369762239 -812.17424999999901 22877.189272965905 23048.338750000003 22851.246500000005 22817.826319282514 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 9 14 7 -3 11 8 -4 -1 21 -7 -5 -12 15 -2 -16 -18 -10 -15 28 22 -11 -14 -8 -9 27 -27 -20 -19 right_child=1 5 4 12 -6 6 24 25 18 10 13 -13 23 19 16 -17 17 29 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-72.569822564958017 29.302714272583252 113.93595766701998 0.89985296693586858 20.674118500307014 33.419085109350128 12.058072410847032 28.975196505666535 -4.5981767462253629 -0.6297975569755363 1.2879953097891792 -9.2660379858560926 -4.7296102942085056 3.5097143659078807 0.71549198482019394 28.396120407230434 6.8855339864979364 13.432455190199253 7.3606658292867362 9.7485744525432523 10.565686629582146 2.3477160878866563 31.003467656643334 13.264062197496386 -5.8575599352221666 68.440975060521453 9.558433623844321 -2.9354270361542878 5.1596801580011382 13.910174590587559 13.458151308161032 leaf_weight=71525 107 6161 249 33 193 82 32 521 40 38 2699 91 111 48 660 144 164 59 90 47 40 128 28 241 274 30 237 115 145 141 leaf_count=71525 107 6161 249 33 193 82 32 521 40 38 2699 91 111 48 660 144 164 59 90 47 40 128 28 241 274 30 237 115 145 141 internal_value=-4.84425e-05 0.0322795 -0.00357098 0.0219277 0.00746988 0.0348675 0.0242255 0.00412543 0.0111773 -0.00381695 -0.000666668 0.00871676 0.00275325 -0.00271153 0.0277176 0.0200637 0.0295937 0.0233626 0.0189841 0.0136842 0.0218909 0.0287835 0.0166061 0.000204545 0.0329935 -0.000279071 0.00322513 0.010069 0.0251064 0.0158 internal_weight=84473 8300 76173 1660 1660 6640 479 1467 564 74513 2988 173 385 2794 1275 251 1024 364 315 95 275 194 66 352 306 903 382 145 235 200 internal_count=84473 8300 76173 1660 1660 6640 479 1467 564 74513 2988 173 385 2794 1275 251 1024 364 315 95 275 194 66 352 306 903 382 145 235 200 is_linear=0 shrinkage=0.04 Tree=2 num_leaves=31 num_cat=0 split_feature=28 28 0 28 23 16 30 0 23 28 35 16 28 28 15 30 34 15 16 30 28 27 0 28 23 0 33 28 16 1 split_gain=5793.17 160.383 141.815 125.731 84.9282 26.8709 27.3854 21.7907 21.6316 111.911 19.6376 18.664 15.8243 12.9133 13.6136 12.5469 11.1475 10.1212 8.73536 9.72327 8.27564 7.90154 7.84068 15.6186 8.49059 6.37194 5.87787 5.64583 22.8534 4.8803 threshold=23012.551498405235 23494.815715923618 18.500000000000004 22688.3131920341 1159.6050000000016 22722.497000000003 107.3178035983771 20.500000000000004 2082.8937500000015 21747.295687369198 20049.165231398812 22659.774500000003 24075.570481158906 23084.306714417227 22979.006250000002 149.14451639796309 22989.775000000005 22912.653750000001 22595.907500000005 55.472904645504578 22224.078237921709 -103.99675000000023 19.500000000000004 23715.418192730529 -303.65749999999929 14.500000000000002 17130.117000000002 22502.237759698481 20820.493000000006 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 13 8 5 6 -5 22 27 -10 20 -4 -9 14 -2 29 -8 -18 -15 -20 -11 26 -3 24 -24 -23 -21 -1 -29 -13 right_child=1 7 11 4 -6 -7 16 12 9 10 -12 15 -14 18 -16 -17 17 -19 19 21 -22 25 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-64.18633239012604 28.130605701679887 112.76498957623713 20.897536561364927 0.86385884825838732 32.08232170497606 -0.77334165275446143 -0.60460565469649741 -1.9725806370821242 -23.252731440331992 1.7800432242986071 21.286267192764644 5.6165833275409387 51.620496769603598 38.083182991928474 6.6101126270380668 -4.459102155688206 11.564920256751124 2.253807444371196 10.379375040949265 14.603769238618828 14.084068995320257 14.27936234464091 -0.021085989518323914 67.085584634784468 11.858999549094296 20.944583681001337 7.4105242214443567 12.479926386094231 -3.4524368161791061 1.9057107262189292 leaf_weight=71479 107 5562 39 249 193 903 40 45 1787 73 189 97 34 372 144 304 235 40 339 374 26 168 37 248 50 242 60 43 916 78 leaf_count=71479 107 5562 39 249 193 903 40 45 1787 73 189 97 34 372 144 304 235 40 339 374 26 168 37 248 50 242 60 43 916 78 internal_value=-0.000104792 0.0316289 0.0227126 -0.00356258 0.0073253 0.00404363 0.0108936 0.0350964 -0.00380514 0.000221686 0.0233611 0.00426255 0.0142278 0.0280044 0.0195857 0.00209603 0.0187302 0.0216 0.0293633 0.0276822 0.00892929 0.0253839 0.035376 0.0294328 0.0148506 0.0293659 0.0216221 -0.00392048 -0.000871742 0.0106286 internal_weight=84473 8300 2324 76173 1660 1467 564 5976 74513 2075 288 518 79 1806 251 479 315 275 1555 1183 99 844 5897 335 87 410 434 72438 959 175 internal_count=84473 8300 2324 76173 1660 1467 564 5976 74513 2075 288 518 79 1806 251 479 315 275 1555 1183 99 844 5897 335 87 410 434 72438 959 175 is_linear=0 shrinkage=0.04 Tree=3 num_leaves=31 num_cat=0 split_feature=28 28 0 28 16 16 30 23 28 35 0 28 30 30 28 28 15 28 16 23 15 30 15 1 28 28 16 15 30 33 split_gain=5589 173.09 153.426 123.535 95.398 27.925 28.1462 21.1142 113.048 30.4178 18.1358 19.2654 24.6043 17.0959 14.2545 14.1058 17.3707 12.1241 11.4104 11.2394 11.0678 18.0971 9.83334 7.04942 5.82801 5.81871 6.84167 5.50845 5.18764 5.1544 threshold=23012.551498405235 23569.860182108063 18.500000000000004 22626.860677278342 21236.826250000002 22722.497000000003 122.88830224850592 1747.2570000000007 21747.295687369198 20204.07488355655 19.500000000000004 23978.514684770798 276.51810097865274 75.435280979381417 22359.181258452711 23156.028576928195 23120.728750000006 22817.826319282514 22722.497000000003 -247.12625000000114 23389.302500000002 83.90661036950543 22912.653750000001 1.0000000180025095e-35 22943.160399336277 22877.189272965905 23048.338750000003 22851.246500000005 534.66535094519145 16815.682500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 15 7 -5 6 24 -1 -9 14 -3 12 -12 23 29 16 19 -8 -15 -2 -17 -22 -19 -4 -6 -7 27 -27 -11 -10 right_child=1 10 13 4 5 25 17 8 9 28 11 -13 -14 18 -16 20 -18 22 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-60.071501519727853 1.1550384715119435 109.82956716717469 9.5680975266796846 33.962428569420737 -0.076093941739527507 -5.3858170689936378 5.7501869378974959 -26.194392117359968 -0.18702085363832413 10.428227658664742 14.28403181238224 69.899641112066305 -0.93337136955647226 20.351550945607588 10.971583284465742 28.000245512473047 7.3287695795624845 13.125733697077084 0.57787143524989582 25.49376302100859 11.133547260064248 14.140127075079757 1.811789199172781 4.2180556079146188 6.1317549396563757 9.2070299450008317 -2.7870762885978912 4.9842266177912826 24.449048500249191 8.5012447135685942 leaf_weight=70963 24 5271 40 192 330 681 188 2796 139 60 97 206 70 27 44 939 178 150 475 315 273 327 26 58 43 30 237 115 142 37 leaf_count=70963 24 5271 40 192 330 681 188 2796 139 60 97 206 70 27 44 939 178 150 475 315 273 327 26 58 43 30 237 115 142 37 internal_value=-0.000152618 0.0310169 0.0225964 -0.00354892 0.00628112 0.00342222 0.0094057 -0.00381289 -0.000643879 0.018654 0.0349794 0.0264558 0.0163593 0.0048 0.00836364 0.0277899 0.0220735 0.0173187 0.00181673 0.0273864 0.0297102 0.0254667 0.0248636 0.0200816 0.00168365 -0.000726247 0.00322513 0.010069 0.0298614 0.00327273 internal_weight=84473 8300 2656 76173 1992 1800 737 74181 3218 422 5644 373 167 600 220 2056 517 364 502 339 1539 600 176 98 373 1063 382 145 202 176 internal_count=84473 8300 2656 76173 1992 1800 737 74181 3218 422 5644 373 167 600 220 2056 517 364 502 339 1539 600 176 98 373 1063 382 145 202 176 is_linear=0 shrinkage=0.04 Tree=4 num_leaves=31 num_cat=0 split_feature=28 28 28 0 16 16 28 16 30 30 23 0 16 30 28 28 28 0 34 30 28 15 1 28 28 16 28 15 21 23 split_gain=5365.03 163.127 145.362 142.256 87.0286 29.6424 27.3183 113.545 24.9926 18.1158 15.6945 14.6249 13.9085 20.1451 13.0032 12.3419 10.3022 15.2422 9.33368 9.25178 9.05813 9.00471 8.76161 9.76615 8.12077 11.1161 6.23967 5.9323 5.8296 5.48321 threshold=23084.306714417227 22688.3131920341 23639.606257191048 18.500000000000004 21499.762500000004 22722.497000000003 22105.440169433143 20711.082500000004 128.0182370224644 370.86425803107755 578.22750000000008 20.500000000000004 23254.81625 72.281958624811693 24176.500667701159 22359.181258452711 23801.140209142006 18.500000000000004 22989.775000000005 270.65698617871618 22943.160399336277 22912.653750000001 1.0000000180025095e-35 23358.803016599537 22943.160399336277 23048.338750000003 23430.140156976577 23523.433000000001 22643.696250000005 142.55300000000173 decision_type=2 2 2 2 2 2 2 2 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 12 -3 8 -1 9 20 15 19 16 28 -14 -13 -8 17 -4 -10 22 -6 -20 23 -5 -7 29 -15 -28 -2 -26 right_child=2 4 11 10 5 24 7 -9 18 -11 -12 14 13 26 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-64.84535331376695 17.534236546851531 32.689892220670011 24.237025011576918 1.9911194150282023 0.22933138200216011 -2.8096463611405289 0.01423067613382159 -6.1287495369318865 -0.94755078706759577 27.118135530700094 19.464022307713517 -1.0980632615560999 10.384711803704704 14.320438688581323 50.959501720599803 9.4749123757815514 110.84761504436305 9.8161534964460664 12.489484589182103 -8.8149633267505045 5.9128547361624273 7.9281267650304654 3.1147853647023771 7.7789813973156532 9.9009467724456393 0.95101800947877768 18.687718086611383 11.496774775967205 29.704082312783452 3.5329843319246925 leaf_weight=71525 336 219 554 50 263 708 75 2662 30 189 40 35 377 278 28 62 4595 100 237 181 89 43 253 54 67 266 97 161 829 70 leaf_count=71525 336 219 554 50 263 708 75 2662 30 189 40 35 377 278 28 62 4595 100 237 181 89 43 253 54 67 266 97 161 829 70 internal_value=-0.00021607 -0.00346932 0.0310201 0.0233795 0.00782731 0.00488889 -0.00377132 -2.40973e-05 0.0115891 0.0222577 0.00582699 0.0348404 0.0282618 0.0245652 0.0156825 0.0111825 0.0350703 0.0303731 0.019871 0.00402974 0.00429545 0.0221429 0.0077647 0.0175385 0.000896489 0.00542928 0.0195821 0.024062 0.0311588 0.0146861 internal_weight=84473 76505 7968 2656 1992 1773 74513 2988 662 326 578 5312 2078 913 63 137 5249 654 310 538 352 280 357 104 1111 403 536 258 1165 137 internal_count=84473 76505 7968 2656 1992 1773 74513 2988 662 326 578 5312 2078 913 63 137 5249 654 310 538 352 280 357 104 1111 403 536 258 1165 137 is_linear=0 shrinkage=0.04 Tree=5 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 15 0 28 30 16 30 16 30 16 23 31 35 28 16 30 23 30 28 16 28 0 1 28 15 split_gain=5160.63 159.179 157.844 155.04 133.266 42.6622 43.9718 18.6626 20.5786 25.8616 15.6843 15.8845 14.4922 12.1005 11.4771 10.946 58.9987 11.7379 11.2834 10.1326 19.1881 10.0265 9.99474 9.13534 8.48661 8.19322 14.0611 7.52413 6.82338 13.4731 threshold=23084.306714417227 22359.181258452711 23639.606257191048 1389.4735000000003 18.500000000000004 22877.189272965905 22851.246500000005 19.500000000000004 24176.500667701159 279.39745743895998 23458.386500000004 70.140424669563117 22659.774500000003 310.73514467526468 23048.338750000003 2170.6512499999994 21404.801963541668 20761.067540922621 21422.717442394216 22530.223000000002 180.4649658648278 -240.89600000000061 141.74176369762239 21512.492539524192 22197.262500000004 23889.383416921202 18.500000000000004 1.0000000180025095e-35 23291.588217059209 23254.805250000001 decision_type=2 2 2 2 2 2 2 2 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 4 5 10 19 21 25 9 -9 24 -12 -6 27 -8 -1 17 -17 -19 20 -3 -7 -14 -18 -2 26 -4 -5 29 -26 right_child=2 3 7 13 12 6 14 8 -10 -11 11 -13 22 -15 -16 16 23 18 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-59.35708287100875 40.806774125978407 -0.96740677059093938 24.627477350787085 13.741361863600062 19.041165522089003 -0.72705304784259517 5.9029380383620129 11.489799517294555 68.58200801676081 -1.0979582334804205 9.5620770703018518 12.959608578931569 5.1050679105878816 32.122217289553802 -0.70863345686593682 -14.437408982773196 3.6932238602946748 -2.9029320722882406 19.772363628167952 -5.6378402570185431 5.9723328053213303 14.655441710237646 -0.76942045702267747 16.217479005791002 13.383496504813817 110.06721081118361 7.7809072057459892 7.8383364615963362 16.612813300640681 6.7451445638758587 leaf_weight=71135 269 685 819 46 33 21 356 107 159 73 212 358 205 239 365 1536 28 23 26 1441 253 178 340 105 394 4074 80 68 715 130 leaf_count=71135 269 685 819 46 33 21 356 107 159 73 212 358 205 239 365 1536 28 23 26 1441 253 178 340 105 394 4074 80 68 715 130 internal_value=-0.000272893 -0.00346357 0.0303624 0.00468565 0.0224006 0.00198969 0.00930435 0.0343434 0.0252625 0.016 0.0271261 0.0214737 0.00541176 0.029881 0.00471012 -0.00387207 -0.000717114 -0.00286435 0.0164082 -0.000839009 0.00239659 0.0259497 0.00385321 0.0248722 0.0292626 0.0349624 0.0315061 0.0191579 0.0278644 0.0243969 internal_weight=84473 76505 7968 3652 2656 3299 920 5312 339 180 2078 570 578 353 721 72853 1718 1585 49 2379 938 199 545 133 1508 4973 899 114 1239 524 internal_count=84473 76505 7968 3652 2656 3299 920 5312 339 180 2078 570 578 353 721 72853 1718 1585 49 2379 938 199 545 133 1508 4973 899 114 1239 524 is_linear=0 shrinkage=0.04 Tree=6 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 15 28 0 17 30 30 23 28 30 27 30 1 0 30 16 30 23 1 30 28 28 1 15 28 split_gain=4965.05 167.101 152.265 150.129 135.422 39.0833 39.9914 18.6587 32.2909 17.0394 16.8229 15.0225 13.0641 71.3743 29.0781 12.9884 18.2657 12.4774 11.6286 10.8556 9.60549 17.0225 9.12269 8.3313 8.03917 7.93868 7.67469 7.52413 7.36356 12.0592 threshold=23084.306714417227 23715.418192730529 22359.181258452711 1389.4735000000003 18.500000000000004 22877.189272965905 22851.246500000005 24075.570481158906 18.500000000000004 20783.258250000003 279.39745743895998 270.65698617871618 1747.2570000000007 21604.701527638896 577.15728802371325 44.588500000000757 67.076844074128658 1.0000000180025095e-35 18.500000000000004 310.73514467526468 22530.223000000002 180.4649658648278 -240.89600000000061 1.0000000180025095e-35 91.279762508069311 22048.047138046055 23430.140156976577 1.0000000180025095e-35 23186.569000000003 23291.588217059209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 12 5 9 20 22 8 -3 -2 23 17 -1 -14 25 16 -11 26 -8 27 21 -4 -7 -10 -25 -15 -6 -5 -18 -30 right_child=1 7 3 19 11 6 18 -9 10 15 -12 -13 13 14 -16 -17 28 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-58.761836493449955 38.345961271853334 26.194555087886993 -0.92871049976737341 13.19170738905613 6.481101934966607 -0.69797092592892451 5.4351894424875171 108.49941955748305 14.435531997888466 9.0785322113963858 -2.1038186912084886 -7.3802464102818339 -25.800053715629442 0.91169326376664683 17.839717497341379 16.046140922652654 15.266628802630576 3.6255036110949637 -6.2191578147785957 30.837328597971638 -5.4123266467377835 5.7334394931084356 14.069224041828129 9.7493358715559584 7.2255895507694596 4.6394867406912645 9.6537034824956205 7.524803003132547 5.7715903249677298 13.957761893850144 leaf_weight=69743 347 1061 685 46 77 21 498 3652 74 429 47 196 2721 144 139 816 146 299 223 239 1441 253 178 43 103 106 60 68 144 474 leaf_count=69743 347 1061 685 46 77 21 498 3652 74 429 47 196 2721 144 139 816 146 299 223 239 1441 253 178 43 103 106 60 68 144 474 internal_value=-0.000319298 0.0297299 -0.00344893 0.00452136 0.0222517 0.00186844 0.00886956 0.0342169 0.0301566 0.0266621 0.0177228 0.00581013 -0.00384846 -0.0013119 0.0147147 0.0252484 0.0225884 0.00994495 0.00448821 0.0293144 -0.000839009 0.0023113 0.0247437 0.0223636 0.0168219 0.00656 0.0199416 0.0191579 0.0188796 0.0169709 internal_weight=84473 7968 76505 3652 2988 3299 920 4980 1328 2356 267 632 72853 3110 389 2009 1193 436 721 353 2379 938 199 220 146 250 137 114 764 618 internal_count=84473 7968 76505 3652 2988 3299 920 4980 1328 2356 267 632 72853 3110 389 2009 1193 436 721 353 2379 938 199 220 146 250 137 114 764 618 is_linear=0 shrinkage=0.04 Tree=7 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 15 0 17 28 15 30 30 1 28 0 1 15 30 28 0 23 28 30 28 15 28 23 23 30 split_gain=4802.26 171.66 148.743 155.533 142.046 39.5983 38.2861 20.2192 17.1175 15.6295 17.5834 15.5873 12.9715 12.958 12.7173 16.6143 16.1232 12.2937 17.7364 10.6117 10.0753 9.5849 58.207 34.6349 9.45024 9.02073 8.92517 8.68678 8.49096 12.4221 threshold=23084.306714417227 23801.140209142006 22292.995584613087 1389.4735000000003 18.500000000000004 22877.189272965905 22851.246500000005 20.500000000000004 20238.008500000004 23430.140156976577 23254.805250000001 273.77480480175336 282.20627341816379 1.0000000180025095e-35 24176.500667701159 18.500000000000004 1.5000000000000002 23598.596250000006 82.870358415938654 23291.588217059209 18.500000000000004 1389.4735000000003 21604.701527638896 577.15728802371325 23156.028576928195 23389.302500000002 23430.140156976577 -240.89600000000061 29.072499999998403 170.1971875720354 decision_type=2 2 2 2 2 2 2 2 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 21 5 8 28 27 14 -2 10 24 13 -5 26 15 -3 -17 -11 -19 -12 -8 -1 -23 -24 -10 -21 -6 -7 -4 -30 right_child=1 7 3 12 11 6 20 -9 9 17 19 -13 -14 -15 -16 16 -18 18 -20 25 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-58.882287232553644 37.851035084508212 26.270446292642156 -5.8215604118296529 10.707565367977541 6.0337459869455223 -0.67005208889178336 5.2177818647880301 28.339463355904741 10.120854078789385 18.546365318730484 6.8247791048419995 -6.757321738660595 28.268898339592301 3.8061347615323133 106.16828989390226 13.000338662378637 5.8275456161510633 12.448334581824019 13.505663605718334 11.614765034251773 -5.9703915021874172 -27.105677392063953 2.386628314230363 23.698912041387384 15.274892443270232 7.2184664726494079 9.1581574791480449 13.506455080154993 -1.5910361776933402 4.7746625701611833 leaf_weight=68394 314 1056 1447 95 78 21 498 53 176 581 212 204 302 334 3292 141 106 313 312 144 223 3699 294 134 384 196 72 178 827 393 leaf_count=68394 314 1056 1447 95 78 21 498 53 176 581 212 204 302 334 3292 141 106 313 312 144 223 3699 294 134 384 196 72 178 827 393 internal_value=-0.000364757 0.0291878 -0.00344265 0.00408233 0.022241 0.00145302 0.00860869 0.0341497 0.0264711 0.0252839 0.0218633 0.00605814 0.0278388 0.00996694 0.0344331 0.0310883 0.021749 0.0284378 0.024544 0.0167971 0.00432177 -0.00385604 -0.00198401 0.0119813 0.0268571 0.0211765 0.0197333 0.0241407 -0.00101537 0.00144262 internal_weight=84473 7968 76505 3984 3320 3587 920 4648 2632 2318 1112 688 397 484 4595 1303 247 1206 625 552 721 72521 4127 428 560 340 150 199 2667 1220 internal_count=84473 7968 76505 3984 3320 3587 920 4648 2632 2318 1112 688 397 484 4595 1303 247 1206 625 552 721 72521 4127 428 560 340 150 199 2667 1220 is_linear=0 shrinkage=0.04 Tree=8 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 0 28 28 15 30 16 30 28 16 35 1 16 30 28 30 16 30 16 28 30 15 1 28 23 10 split_gain=4661.07 179.358 136.76 119.727 116.055 31.217 31.3004 29.3344 42.1837 23.7453 20.2927 19.2651 16.2339 78.0252 25.6931 13.0225 13.0044 12.0401 10.2154 10.0958 9.84198 14.2351 9.79742 11.1385 9.69932 9.6736 9.44885 12.0106 8.87776 8.03625 threshold=23084.306714417227 23715.418192730529 22431.984273753962 18.500000000000004 1553.2549999999994 18.500000000000004 24284.975302986288 22817.826319282514 22780.190000000006 279.39745743895998 23389.387500000004 82.870358415938654 21792.943255774731 20436.705000000005 20630.426917410718 1.0000000180025095e-35 22659.774500000003 121.6177089026784 23291.588217059209 91.279762508069311 22460.814000000002 225.0276895985867 23120.938750000005 22943.160399336277 270.65698617871618 22979.006250000002 1.0000000180025095e-35 23430.140156976577 -240.89600000000061 -0.60355339059327384 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 10 7 -3 9 20 28 15 17 -12 -1 14 -14 -7 -5 18 -2 -17 21 -4 23 -10 26 -25 27 -18 -9 -19 right_child=1 5 4 16 -6 6 -8 8 22 -11 11 -13 13 -15 -16 19 24 29 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-63.525218493994963 7.0195614427512192 94.917922943535956 -0.033158823413711874 18.015969510743769 27.421442547366201 12.605450097473076 68.740426428600912 0.75116893429600173 0.6464181825129256 -3.1454931068626668 9.1506045153972817 13.030512036605485 5.5082958298514386 -9.0273571446980885 25.848370518178125 9.5818754585527603 1.4397297779501532 14.381150003124583 10.699740102670683 7.3750355001374954 -5.9102464155910059 7.462354999928241 -2.4560148620810272 7.8814596054942836 -7.1202092451527772 4.3100199370289944 2.4921067788535485 8.3498008927222696 12.134614354098012 30.605275874403141 leaf_weight=69533 288 4235 506 33 266 103 362 27 270 66 397 471 266 3274 112 60 65 251 422 154 1177 136 420 130 195 174 282 57 214 527 leaf_count=69533 288 4235 506 33 266 103 362 27 270 66 397 471 266 3274 112 60 65 251 422 154 1177 136 420 130 195 174 282 57 214 527 internal_value=-0.000414003 0.0287008 -0.00344631 0.0209531 0.00449397 0.0333494 0.0257987 0.00228684 0.00704453 0.0178277 0.0251002 0.0202396 -0.00380652 -0.00120701 0.016 0.0223722 0.00549367 0.0279355 0.024169 0.0167477 -0.000943376 0.0030405 0.00340443 0.00680139 0.00414691 0.0120526 0.00768317 0.0169836 0.0220581 0.0313727 internal_weight=84473 7968 76505 2988 3320 4980 745 3054 1235 383 2356 868 73185 3652 378 317 632 1488 710 214 1819 642 994 574 599 304 404 122 241 778 internal_count=84473 7968 76505 2988 3320 4980 745 3054 1235 383 2356 868 73185 3652 378 317 632 1488 710 214 1819 642 994 574 599 304 404 122 241 778 is_linear=0 shrinkage=0.04 Tree=9 num_leaves=31 num_cat=0 split_feature=28 28 0 28 16 19 30 24 27 1 16 30 23 28 30 28 18 10 0 29 23 0 33 18 28 30 17 32 27 28 split_gain=4342.97 207.232 130.624 130.192 73.5456 29.0429 96.3574 28.5396 24.2495 22.3003 22.0185 24.2418 21.0384 20.0525 19.277 15.374 26.4421 13.3787 16.3564 11.1764 10.5174 9.8826 13.3167 11.2827 9.69112 9.304 9.29878 8.89471 8.18571 7.31764 threshold=23084.306714417227 23978.514684770798 18.500000000000004 22688.3131920341 21499.762500000004 22595.907500000005 534.66535094519145 2489.1250000000023 -59.235749999999818 1.0000000180025095e-35 22722.497000000003 155.46689011721136 1389.4735000000003 23430.140156976577 66.029477586038738 24400.066320139897 25159.002500000002 -0.78656609248549325 12.500000000000002 19842.788199123268 -296.49200000000013 12.500000000000002 17090.145000000004 20820.473000000005 22048.047138046055 323.68458316081779 22780.190000000006 2603.9873829502399 152.01499999999854 22877.189272965905 decision_type=2 2 2 2 2 2 2 2 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 25 -1 12 8 14 13 11 -6 -7 26 -2 16 -3 18 -10 -8 -15 22 23 -16 -14 29 -4 -24 -11 -5 right_child=1 15 9 4 10 6 19 -9 17 28 -12 -13 24 20 21 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-48.723635641307922 8.0776536333001303 22.757391935123902 11.487469084863335 5.3967114859105747 2.7411108635931654 -9.0874319245400201 7.5652840505131262 34.739003500414164 9.673391851260968 0.72179078768131166 0.5565997076024739 9.928698667941207 -1.2154182378216987 4.6435215509647705 10.474033369904175 102.64792708692738 6.6633543475625832 16.660129163655707 7.6929799553731621 26.371132106173299 11.710904487281057 9.9142885955950248 -0.58320367749161039 12.617526540522109 6.2571131097925079 35.571211018478742 -0.61905276387048547 12.466873887735687 10.689093576079536 13.217232868531358 leaf_weight=71110 470 1277 27 60 425 2941 32 468 311 507 1111 237 79 35 126 2656 51 810 189 190 90 483 70 203 161 120 87 29 79 39 leaf_count=71110 470 1277 27 60 425 2941 32 468 311 507 1111 237 79 35 126 2656 51 810 189 190 90 483 70 203 161 120 87 29 79 39 internal_value=-0.00052244 0.0275813 0.0211305 -0.00344945 0.00664257 -0.00371924 -0.000109316 0.0248319 0.0232464 0.00695757 0.00394134 0.00971601 -0.00188746 0.0172552 0.0195482 0.0340321 0.0305181 0.027145 0.022 0.0253694 0.02832 0.0161537 0.0205794 0.0244498 0.0095 0.0285114 0.00512281 0.00771717 0.00275768 0.0194343 internal_weight=84473 7968 3984 76505 1992 74513 3403 3159 2691 825 1773 662 3181 239 1381 3984 1328 1310 500 222 125 911 428 329 240 219 114 99 586 99 internal_count=84473 7968 3984 76505 1992 74513 3403 3159 2691 825 1773 662 3181 239 1381 3984 1328 1310 500 222 125 911 428 329 240 219 114 99 586 99 is_linear=0 shrinkage=0.04 Tree=10 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 24 28 15 27 30 1 28 15 28 30 30 0 33 18 32 28 14 23 19 17 21 23 30 15 27 split_gain=4184.2 216.362 133.667 154.248 120.908 31.6316 30.3236 28.19 27.4309 24.4838 21.4881 20.5837 21.1518 20.1059 18.527 16.1104 11.4406 14.3656 13.2247 11.489 10.8887 10.69 10.1587 9.34821 8.81125 8.77882 7.79006 17.9581 10.8481 7.59784 threshold=23084.306714417227 23978.514684770798 22048.047138046055 1258.8235000000006 18.500000000000004 2489.1250000000023 22877.189272965905 22851.246500000005 90.635500000000334 313.7494631404245 1.0000000180025095e-35 24284.975302986288 24206.049000000003 23430.140156976577 103.9148100720884 51.295582621867133 12.500000000000002 17090.145000000004 20820.473000000005 2603.9873829502399 23430.140156976577 0.60383265664488517 -296.49200000000013 23598.740000000002 22722.002500000006 22835.441250000003 29.072499999998403 184.28541776231103 22659.715000000004 152.01499999999854 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 6 5 8 26 -8 15 21 13 12 -3 24 -14 20 17 18 -17 -19 -2 -5 -15 -18 -6 -10 -4 -28 -29 -12 right_child=1 11 3 9 10 -7 7 -9 25 -11 29 -13 14 22 -16 16 23 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-52.815250682174181 4.9210953290343769 23.251614602171177 -5.4971359219345404 1.2991165791950967 11.16201648843632 33.349443360397615 11.181294375284265 2.7901375714051069 9.79848227290198 23.464851354217373 0.69291915617410282 96.081871218952301 12.341780980108597 4.457780688926114 11.030506693126439 9.8638512116723671 8.5964321947617535 -0.57745230468186248 11.987355878380479 11.837626793480977 7.3457533382310967 10.160471650856852 11.242468307789803 15.797501616488471 -0.41128673133216381 15.826467960800143 -2.2794659817831717 5.5278661698909426 -6.9942989016245454 10.261529833036398 leaf_weight=71193 158 631 2048 126 26 468 179 719 267 386 507 2988 122 35 243 149 510 75 259 34 289 112 90 205 88 745 1317 318 107 79 leaf_count=71193 158 631 2048 126 26 468 179 719 267 386 507 2988 122 35 243 149 510 75 259 34 289 112 90 205 88 745 1317 318 107 79 internal_value=-0.000546116 0.0270392 -0.00341912 0.00270181 0.0204478 0.0240089 0.000215016 0.00682405 0.0223396 0.0213846 0.00681212 0.0336305 0.0286506 0.0169205 0.0209863 0.0192043 0.0168442 0.0213772 0.0248235 0.00847706 0.0257092 0.0112941 0.028 0.0135664 0.00477193 0.0275415 -0.00135092 0.000615384 0.0077647 0.00268942 internal_weight=84473 7968 76505 5312 3984 3159 4688 898 2691 624 825 3984 996 239 365 1679 1232 517 408 109 447 238 125 715 114 1012 3790 1742 425 586 internal_count=84473 7968 76505 5312 3984 3159 4688 898 2691 624 825 3984 996 239 365 1679 1232 517 408 109 447 238 125 715 114 1012 3790 1742 425 586 is_linear=0 shrinkage=0.04 Tree=11 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 24 28 16 30 27 28 15 30 1 28 0 21 31 28 23 28 27 19 28 23 24 21 16 30 14 split_gain=3953.34 211.772 125.801 116.962 113.512 34.3896 30.2561 27.7135 27.049 24.0894 22.201 26.2715 19.5742 19.4253 19.6613 18.4463 17.7136 37.3402 16.9756 15.9803 19.7994 12.6568 11.4024 11.0142 10.3629 8.80793 8.74034 8.2294 16.3498 7.90429 threshold=23084.306714417227 23978.514684770798 22292.995584613087 1202.8387499999974 18.500000000000004 3018.4825000000014 24522.192792716192 24318.161500000006 115.48883689719092 90.635500000000334 22877.189272965905 22851.246500000005 316.94103132715043 1.0000000180025095e-35 23430.140156976577 12.500000000000002 22074.525500000003 21663.903476562504 20928.753975591248 1553.2549999999994 21604.701527638896 296.00750000000158 23598.740000000002 23430.140156976577 -296.49200000000013 -493.36950000000064 22835.441250000003 22396.079000000002 163.50130439779574 0.8511460603353429 decision_type=2 2 2 2 2 2 2 2 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 16 10 5 9 7 -3 -9 15 27 -12 -5 14 -6 23 -1 19 -19 -18 -21 -20 -17 -2 -16 -10 -11 28 -4 -24 right_child=1 6 3 12 13 -7 -8 8 25 26 11 -13 -14 -15 24 22 17 18 21 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-55.168865212689269 8.2995973820536442 23.133498322940209 -1.4404757078273109 8.6605821052075118 3.4914961072027211 33.449855144379391 98.989959642069451 14.964517911274015 4.81031373082907 9.4209744196045548 9.090181791332725 2.6675289919441525 24.433279136577607 2.2692522258738084 4.2794694613691266 7.5571249331492254 -10.46510955373183 -8.740065062204085 -16.798154567716846 -3.8253645203326276 8.3844732326677356 21.963409977586927 15.171648135861629 10.701847051773589 10.79276957547814 12.02653691920219 15.193409242368139 -4.2822699454503956 4.8061446673218322 11.988293946651089 leaf_weight=68705 353 1051 566 210 114 375 2324 276 96 268 174 716 274 586 35 654 2998 59 28 384 217 130 141 496 90 237 745 1768 276 127 leaf_count=68705 353 1051 566 210 114 375 2324 276 96 268 174 716 274 586 35 654 2998 59 28 384 217 130 141 496 90 237 745 1768 276 127 internal_value=-0.000607674 0.0262058 -0.0034003 0.00352008 0.0196847 0.0231352 0.0327269 0.0286024 0.0218128 0.0216034 0.000971428 0.00642697 0.0219504 0.00647273 0.0160837 0.0187894 -0.00378048 -0.00112788 0.0149862 -0.00209947 0.00385358 0.0218228 0.014872 0.0230436 0.02704 0.0141381 0.0265232 -0.00088889 0.00236579 0.0218209 internal_weight=84473 7968 76505 3984 3984 3159 3984 1660 609 2784 3500 890 484 825 239 1771 72521 3816 217 3599 601 158 922 849 125 333 1013 2610 842 268 internal_count=84473 7968 76505 3984 3984 3159 3984 1660 609 2784 3500 890 484 825 239 1771 72521 3816 217 3599 601 158 922 849 125 333 1013 2610 842 268 is_linear=0 shrinkage=0.04 Tree=12 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 28 24 27 30 30 15 1 0 30 28 0 30 19 35 28 32 30 28 9 30 15 0 23 1 23 split_gain=3749.64 192.986 152.556 157.073 101.521 37.846 32.914 27.0379 25.2619 24.9121 23.9132 23.0111 18.7695 18.0236 17.7127 23.0222 14.0896 13.7905 12.4425 12.4034 11.4332 11.5403 11.2212 9.55743 17.2897 9.40794 9.40579 9.35425 9.33947 8.53845 threshold=23156.028576928195 24176.500667701159 21938.084385237293 1202.8387499999974 18.500000000000004 22817.826319282514 2489.1250000000023 90.635500000000334 273.77480480175336 250.60493373101357 22912.653750000001 1.0000000180025095e-35 12.500000000000002 155.46689011721136 24673.766717451519 18.500000000000004 106.08796890453527 23598.740000000002 20952.071207217265 23430.140156976577 2519.3666309511295 71.28311816261477 22817.826319282514 -0.91597561503675329 152.16792420328537 22659.715000000004 18.500000000000004 -168.84750000000074 1.0000000180025095e-35 1471.2150000000004 decision_type=2 2 2 2 2 2 2 2 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 29 5 6 23 7 12 11 25 13 19 20 -7 15 -3 -17 -14 22 -6 21 -2 28 24 -4 -5 -12 -18 -11 -1 right_child=1 14 3 9 8 10 -8 -9 -10 18 26 -13 17 -15 -16 16 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-55.799105222545336 7.529129916088853 21.449093728814479 -3.4517953619780326 0.1270778171414019 5.5198545018473375 2.7831480202242989 33.159376974585591 14.632691730373308 -4.7286119565792637 11.764856931720349 3.909500618894143 5.1486858612475128 7.9377355783797841 11.036832976889036 99.152346406133447 10.923956250668999 -0.35064504433435267 13.41710765536928 30.502740217815301 10.162597443503449 10.661534979584966 8.9988620752183781 19.403523546848827 -4.7831961355716865 4.2976346227238258 11.714381707891643 -6.2503610336345332 6.9713377224384026 6.6446611181600597 -8.2550450652843175 leaf_weight=66867 108 1124 471 124 66 271 480 1086 225 70 674 454 668 194 1992 87 77 377 171 149 590 113 79 3276 323 47 342 40 266 3662 leaf_count=66867 108 1124 471 124 66 271 480 1086 225 70 674 454 668 194 1992 87 77 377 171 149 590 113 79 3276 323 47 342 40 266 3662 internal_value=-0.00067018 0.0260629 -0.00332689 0.00263285 0.0204856 0.000301927 0.0236213 0.0220367 0.00848322 0.0197252 0.00577718 0.0123827 0.0191034 0.0132903 0.0333133 0.0297349 0.0173725 0.0155598 0.0236451 0.0231628 0.0236695 0.0159095 0.0199036 -0.00169042 0.00224685 0.0062924 0.00233858 0.00830769 0.0167143 -0.00385992 internal_weight=84473 7636 76837 6308 4316 5551 3422 2942 894 757 1481 669 1856 465 3320 1328 204 1045 586 215 811 221 415 4070 794 171 1016 117 336 70529 internal_count=84473 7636 76837 6308 4316 5551 3422 2942 894 757 1481 669 1856 465 3320 1328 204 1045 586 215 811 221 415 4070 794 171 1016 117 336 70529 is_linear=0 shrinkage=0.04 Tree=13 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 24 28 30 35 1 28 15 27 0 15 28 30 30 30 28 15 27 9 30 0 28 30 13 33 22 split_gain=3558.64 234.711 117.892 143.877 114.082 38.1631 35.2517 29.7048 28.4885 27.3957 26.3713 21.4214 20.892 24.0697 19.9995 19.9023 11.9896 11.9066 10.8989 9.56825 14.6987 8.9828 8.92324 17.3605 8.68328 10.5042 9.07563 8.53454 7.67162 7.49755 threshold=23084.306714417227 24400.066320139897 21838.472043489073 1202.8387499999974 18.500000000000004 2889.95325 23430.140156976577 270.65698617871618 20204.07488355655 1.0000000180025095e-35 22817.826319282514 22780.190000000006 80.530000000000669 12.500000000000002 23186.569000000003 23430.140156976577 82.870358415938654 70.140424669563117 250.60493373101357 23291.588217059209 23389.302500000002 -1049.2915000000028 -0.91597561503675329 229.69531674838905 19.500000000000004 24886.103969492997 279.39745743895998 0.46800856592688472 17407.941250000003 23356.740500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 10 5 6 14 9 18 15 22 -12 13 21 16 -6 -2 -15 -5 -16 -21 27 23 -4 -3 26 -26 -8 -10 -14 right_child=1 24 3 8 7 -7 12 -9 28 -11 11 -13 29 17 19 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-51.706493078651583 3.2312105416564925 87.720962499288433 -0.85283517660230701 1.3831039394393239 4.2342640203972186 34.431737249020436 13.614262669541368 -4.7647001095891159 14.125531946231694 4.7804298250695814 8.2799527359110652 1.9734544947004744 14.729703216970789 8.9860110393980026 4.1256654466309506 9.1125903233124479 12.838871043286167 12.271217559389333 7.1143062200850729 9.0721862623642444 4.6233172591332901 12.411843573311645 -4.8541634341466979 5.0128017659246575 9.4003350019294079 58.119071513671223 -4.8044018192349176 5.8744696875728311 30.96349635427454 16.454293617624234 leaf_weight=69865 121 2538 763 140 77 498 22 276 253 539 206 982 392 319 318 179 289 611 276 187 195 687 3734 165 21 67 30 52 121 550 leaf_count=69865 121 2538 763 140 77 498 22 276 253 539 206 982 392 319 318 179 289 611 276 187 195 687 3734 165 21 67 30 52 121 550 internal_value=-0.000744996 0.0246948 -0.00339455 0.00169879 0.0198404 0.0227861 0.0214021 0.00817554 0.0177215 0.0121006 -0.000464958 0.00485522 0.0239225 0.0212632 0.0154234 0.022875 0.022439 0.0169462 0.0105192 0.0113143 0.0155812 0.0265388 -0.00182068 0.00168965 0.0344036 0.0237966 0.0101176 0.0132973 0.0257326 0.0286964 internal_weight=84473 7968 76505 6640 5312 4241 3743 1071 790 795 5850 1188 2633 1691 1110 256 410 930 416 700 382 761 4662 928 2656 118 51 74 374 942 internal_count=84473 7968 76505 6640 5312 4241 3743 1071 790 795 5850 1188 2633 1691 1110 256 410 930 416 700 382 761 4662 928 2656 118 51 74 374 942 is_linear=0 shrinkage=0.04 Tree=14 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 19 1 23 28 30 24 27 0 23 30 30 28 30 16 22 19 32 30 30 28 2 24 1 18 14 split_gain=3314.24 199.713 135.384 113.311 93.1059 37.8249 35.964 31.2462 110.876 45.8422 28.4108 26.9541 25.5094 23.6175 22.7848 22.2922 16.3738 13.1717 10.9375 10.3916 10.3446 10.2746 10.0953 9.37517 9.66502 7.80129 9.98689 7.63454 7.50539 6.76407 threshold=23156.028576928195 24673.766717451519 22502.237759698481 18.500000000000004 1651.0650000000007 24206.369000000002 1.0000000180025095e-35 1553.2549999999994 21251.475570951388 577.15728802371325 2889.95325 80.530000000000669 12.500000000000002 14.230000000000475 122.88830224850592 295.02951886111089 23430.140156976577 140.39343239875549 24565.770000000004 23423.050500000001 23120.938750000005 2519.3666309511295 65.059847530345579 70.140424669563117 23978.514684770798 4.5000000000000009 471.42699999999974 1.5000000000000002 20962.691000000003 0.29958852271690523 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 7 5 13 10 15 -1 -9 -10 11 12 21 -4 -15 16 -5 27 25 -13 -16 22 -2 24 -14 -7 -27 -8 -23 -6 right_child=1 -3 4 6 29 18 17 8 9 -11 -12 19 23 14 20 -17 -18 -19 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-40.371186139238482 8.5032960642964461 91.67741404991655 -0.88706554020515915 5.0942996091867805 4.3227280557146264 25.131712359779645 6.3525147735306948 -25.586313621562887 3.0378830426917398 18.972714151136046 28.205726315301007 11.47450602168918 5.1505330019618931 0.91557754272725167 4.9812854190723739 -4.8890048567713 9.5210699861775741 -0.12074988062370029 11.967902644252474 13.865296370277589 9.1616341908040191 10.576517431768066 10.808805033207646 10.293011734488489 10.886622068891448 0.83910298394685701 10.048675419447866 2.5448173266649823 11.774618013123566 23.144400184784651 leaf_weight=69797 120 1992 1518 67 21 894 142 2964 501 255 315 564 263 732 573 52 209 460 94 574 266 199 168 768 103 38 32 168 414 210 leaf_count=69797 120 1992 1518 67 21 894 142 2964 501 255 315 564 263 732 573 52 209 460 94 574 266 199 168 768 103 38 32 168 414 210 internal_value=-0.000825022 0.024308 -0.00332272 0.0204649 0.00457831 0.0232503 0.0089326 -0.00367953 -0.000107528 0.0135661 0.0212408 0.0201034 0.0173464 0.00274652 0.00618459 0.0200244 0.0245507 0.00420779 0.0298752 0.0250334 0.0106841 0.0223707 0.0161389 0.0133545 0.0186229 0.0311452 0.0182857 0.0105806 0.0252985 0.0290736 internal_weight=84473 7636 76837 5644 3320 4546 1098 73517 3720 756 3488 3173 2035 3089 1571 328 276 770 1058 1138 839 901 288 1134 366 964 70 310 613 231 internal_count=84473 7636 76837 5644 3320 4546 1098 73517 3720 756 3488 3173 2035 3089 1571 328 276 770 1058 1138 839 901 288 1134 366 964 70 310 613 231 is_linear=0 shrinkage=0.04 Tree=15 num_leaves=31 num_cat=0 split_feature=28 28 0 28 23 24 28 30 30 1 27 0 28 30 15 28 30 0 10 30 36 30 1 34 33 28 28 0 28 18 split_gain=3112.49 242.381 123.179 101.64 126.209 50.3567 53.454 33.8184 28.5784 29.5508 24.8093 44.5656 24.7795 18.0585 15.4639 15.8614 13.4471 29.9841 24.4532 17.5749 12.8054 12.3868 11.6532 9.92711 9.87129 9.77349 9.20884 8.9843 8.95053 8.72493 threshold=23012.551498405235 24673.766717451519 18.500000000000004 21695.761703739918 1202.8387499999974 3518.7719999999995 23430.140156976577 577.15728802371325 267.75772236370017 1.0000000180025095e-35 80.530000000000669 12.500000000000002 23430.140156976577 71.28311816261477 23186.569000000003 23156.028576928195 125.40934571376313 19.500000000000004 -0.60355339059327384 208.82929518272462 2823.6888091016294 255.8352215986778 1.0000000180025095e-35 24416.021500000006 16077.412500000002 24886.103969492997 22817.826319282514 18.500000000000004 23978.514684770798 22261.429250000005 decision_type=2 2 2 2 2 2 2 2 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 -1 16 6 14 21 9 12 11 20 -4 -13 15 -2 -5 18 -18 29 23 -6 -23 -8 -21 27 -24 -3 -22 -20 right_child=1 25 8 4 7 -7 10 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 19 24 28 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=-51.808343864504252 7.1445173985413879 20.598768821179984 3.2535640817319509 -3.5880025280053487 1.9475019618066782 36.743563942143503 9.227995167900664 27.056450309015414 -4.7090636100411034 3.7745850381721771 14.786573151621839 8.5635561725985259 9.1422222189588975 11.382288225597586 6.1362836203643667 12.418703440120687 -0.17288009480913047 -24.785412028883442 0.33146984079592756 5.7648491657795828 9.8010220424283983 10.911080606385656 3.3482327358930313 5.6588004131573415 12.777691495183275 90.466125104053063 13.780588234502185 6.3411074007709169 15.346092058417062 5.1871783652179637 leaf_weight=68869 338 288 94 3355 194 416 53 201 316 628 1159 378 207 719 755 284 998 1194 352 257 448 90 332 104 116 1660 44 44 409 171 leaf_count=68869 338 288 94 3355 194 416 53 201 316 628 1159 378 207 719 755 284 998 1194 352 257 448 90 332 104 116 1660 44 44 409 171 internal_value=-0.000870007 0.0223904 0.0185491 -0.00340451 0.00108215 0.021321 0.0201274 0.0154657 0.00727711 0.0108116 0.0229113 0.0203297 0.0211163 0.014742 0.0135163 0.0181865 -0.000839982 0.00106477 0.0041943 0.00899107 0.0263748 0.0110909 0.0146266 0.0158726 0.0156247 0.0345542 0.0115319 0.0282892 0.0282987 0.00426004 internal_weight=84473 8300 6308 76173 7304 5063 4647 861 1245 929 3270 2111 301 1097 1377 622 6443 3088 1894 896 1014 660 466 157 373 1992 376 332 857 523 internal_count=84473 8300 6308 76173 7304 5063 4647 861 1245 929 3270 2111 301 1097 1377 622 6443 3088 1894 896 1014 660 466 157 373 1992 376 332 857 523 is_linear=0 shrinkage=0.04 Tree=16 num_leaves=31 num_cat=0 split_feature=28 28 28 23 23 19 30 28 0 0 27 15 28 16 28 30 30 1 28 17 30 0 10 30 30 21 21 34 33 0 split_gain=2940.68 216.613 138.863 154.402 102.548 41.0822 34.5822 32.6146 29.6548 24.5578 32.3267 24.4242 24.3307 17.2386 14.2985 12.8819 12.2718 12.0086 11.8121 11.2177 10.9331 20.4779 18.5451 19.1057 10.7882 10.758 10.4516 9.49463 9.06521 8.79823 threshold=23156.028576928195 24673.766717451519 21604.701527638896 1202.8387499999974 -150.41499999999903 24010.162500000002 594.09139670879711 22877.189272965905 19.500000000000004 12.500000000000002 177.04625000000127 22979.006250000002 22817.826319282514 24565.770000000004 23358.803016599537 75.435280979381417 250.60493373101357 1.0000000180025095e-35 24886.103969492997 19110.088500000002 126.75441879148497 19.500000000000004 -0.60355339059327384 225.0276895985867 70.140424669563117 23355.209750000005 23025.240000000005 23828.412500000002 16130.035000000002 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 7 8 9 12 20 24 14 27 15 16 -7 19 -9 -5 -18 29 -6 -4 22 -22 -24 25 -2 -12 -11 -25 -3 right_child=1 18 3 6 5 13 -8 11 -10 10 26 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=-52.097638907416957 5.21618577575454 19.774818068332824 -4.9676493879659214 0.22726180487285205 21.64383947930946 20.665694832868859 29.539364681285839 0.36697576127277109 0.52406427647653875 3.8571533335228474 10.404133602113347 1.3548195645227485 15.663305016026317 7.9614812592784077 13.971287083427097 7.6335052381506969 8.755668753075879 3.6024115039263784 86.847480099890959 5.0158206446005877 -1.2327656701528278 -25.336175124143555 1.8933840489358746 5.5573266221115558 9.30694704746616 8.3901602947642253 14.273316609365628 9.4756340797923357 39.199196401296028 6.0874631047400829 leaf_weight=68205 136 288 3427 175 44 1203 202 104 398 314 228 752 151 66 909 327 98 377 1660 226 956 1219 541 231 777 221 465 657 72 44 leaf_count=68205 136 288 3427 175 44 1203 202 104 398 314 228 752 151 66 909 327 98 377 1660 226 956 1219 541 231 777 221 465 657 72 44 internal_value=-0.000922094 0.0227522 -0.00327483 0.0015051 0.0187498 0.0220409 0.0162592 -0.000434658 0.00991645 0.0193697 0.0162404 0.00567033 0.0125293 0.0280252 0.0237863 0.0132622 0.00916923 0.0125053 0.0340924 0.0157037 -0.00155507 0.000200065 0.00291111 0.00723223 0.0132134 0.0189692 0.0228398 0.0115304 0.0152739 0.0272048 internal_weight=84473 7636 76837 8632 5644 4112 1003 7629 1532 2843 1664 1183 801 1269 1179 431 650 475 1992 270 6446 3019 1800 844 1134 357 693 971 303 332 internal_count=84473 7636 76837 8632 5644 4112 1003 7629 1532 2843 1664 1183 801 1269 1179 431 650 475 1992 270 6446 3019 1800 844 1134 357 693 971 303 332 is_linear=0 shrinkage=0.04 Tree=17 num_leaves=31 num_cat=0 split_feature=28 28 0 28 9 10 27 30 28 28 24 24 0 30 30 0 16 28 30 13 28 14 30 27 10 10 16 30 13 0 split_gain=2723.88 278.466 101.885 80.8621 146.793 63.3542 50.8084 45.3087 42.5637 28.7216 24.6247 24.1384 22.7767 22.7535 19.3623 18.6734 18.215 16.5136 16.2673 15.7528 14.8408 14.6589 10.7438 18.5374 11.8347 16.2175 10.4935 10.4517 11.4176 9.60956 threshold=22943.160399336277 24522.192792716192 17.500000000000004 21465.801324169504 0.91597561503675362 -0.60355339059327384 129.38550000000126 141.74176369762239 23978.514684770798 24886.103969492997 3953.310750000001 186.83250000000046 12.500000000000002 594.09139670879711 80.74372426198012 12.500000000000002 24709.238250000002 23291.588217059209 98.325152703589609 0.82899317702918729 23978.514684770798 0.64414586362404946 113.10621794994823 -103.99675000000023 0.1294095225512602 -0.70710678118654757 24102.460000000003 90.286910347151689 0.39036257410962044 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 5 -1 10 8 14 11 15 16 22 -7 -10 -6 20 17 -3 -2 -18 -8 -4 -17 -5 -24 25 -25 -19 -14 -29 -23 right_child=1 9 6 4 13 7 19 -9 12 -11 -12 -13 27 -15 -16 21 18 26 -20 -21 -22 29 23 24 -26 -27 -28 28 -30 -31 leaf_value=-53.700639205456426 4.7187496584885302 19.82604839348145 1.9155933718659415 -5.2024728574407346 6.1160963077376964 11.535181933364711 5.9915149283184093 26.925590210130604 12.251300476446627 83.373580895895287 4.6607968465364644 5.4440432293802701 10.359647842229432 28.554506918647895 1.6658215860855869 0.50048966147189933 10.467119081589772 7.4275167307442818 3.6703052844321484 15.101283781673915 5.5642006191240458 6.4045265856934979 -3.8019615852688329 0.25744176409386138 -1.801894008945472 4.9372235375665134 1.0179880106023937 14.805558961928703 -0.47944022485758608 9.7074958918829335 leaf_weight=67209 434 431 190 3659 328 292 283 871 472 1660 306 325 140 225 1093 277 112 781 121 174 115 372 2482 471 613 548 53 118 91 227 leaf_count=67209 434 431 190 3659 328 292 283 871 472 1660 306 325 140 225 1093 277 112 781 121 174 115 372 2482 471 613 548 53 118 91 227 internal_value=-0.000999752 0.020291 0.0159302 -0.003423 0.0002215 0.0192113 0.00805391 0.0259462 0.0158314 0.0321274 -0.00114321 0.0176532 0.0235761 0.0201591 0.00426895 0.0128657 0.0250964 0.0159685 0.0160858 0.0196324 0.0131803 0.00837443 -0.00158137 -0.000178902 0.00313235 0.00577429 0.0192614 0.0158281 0.0101627 0.0118932 internal_weight=84473 8632 6308 75841 8632 4453 1855 1488 2965 2324 8079 617 821 553 1398 2144 664 1268 233 457 305 876 7773 4114 1632 1019 834 349 209 599 internal_count=84473 8632 6308 75841 8632 4453 1855 1488 2965 2324 8079 617 821 553 1398 2144 664 1268 233 457 305 876 7773 4114 1632 1019 834 349 209 599 is_linear=0 shrinkage=0.04 Tree=18 num_leaves=31 num_cat=0 split_feature=28 28 28 24 21 23 0 0 34 27 30 28 30 28 16 15 30 23 30 9 16 15 31 33 36 28 0 28 1 28 split_gain=2566.13 271.324 88.5542 83.3183 79.0112 89.7083 64.2524 56.5857 50.6724 45.674 52.4245 24.3952 21.8311 19.6339 24.4295 21.2487 15.9866 13.2653 10.6067 11.1057 10.5755 10.3806 10.1737 9.96672 9.51225 9.10256 23.7651 8.8743 15.3118 8.68324 threshold=22943.160399336277 23978.514684770798 25138.8679444142 3746.8825000000002 21864.585000000003 1389.4735000000003 12.500000000000002 18.500000000000004 24512.121500000005 85.816250000000778 68.153762137691203 20928.753975591248 594.09139670879711 23291.588217059209 23389.387500000004 22979.006250000002 116.69458341576747 732.64549999999974 153.77283663317888 -0.91597561503675329 23913.957500000004 24102.260000000006 20687.163026041668 17372.100000000002 2815.291091751305 21651.667138946603 7.5000000000000009 23430.140156976577 1.0000000180025095e-35 23430.140156976577 decision_type=2 2 2 2 2 2 2 2 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 3 6 7 25 18 24 13 11 10 -8 -7 -13 15 16 -2 -15 27 -6 22 29 -12 -20 -10 -3 -1 -27 -9 -29 -16 right_child=1 2 -4 -5 5 8 9 17 23 -11 21 12 -14 14 20 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-52.093800344804329 9.2492753692724516 15.961918534568966 84.313707281078536 25.354918744843136 -4.6366972848687116 -11.608624904619157 9.6163830645995212 -1.2591480238946207 12.105671784518929 14.773222036796732 18.381830920575631 3.22767978504393 17.123874135836029 5.5644613480721352 5.2915279144352976 4.094163564145342 13.274527967537349 14.224476672384972 2.7465878390829181 -1.7707857163470684 3.5035492893636717 5.3379789054578639 7.1442210411449603 24.415776258417431 23.250402093700703 34.712916024440894 -3.5117287824409091 5.1494943381465603 1.8042888564817301 8.4862272878334277 leaf_weight=65632 325 90 1328 308 3724 285 337 509 124 601 75 558 141 478 152 830 457 28 505 1609 363 706 51 129 847 69 3014 117 325 756 leaf_count=65632 325 90 1328 308 3724 285 337 509 124 601 75 558 141 478 152 830 457 28 505 1609 363 706 51 129 847 69 3014 117 325 756 internal_value=-0.00105989 0.0196052 0.0272651 0.0130396 -0.00341193 0.000597249 0.0230482 0.0116129 0.0103897 0.0184549 0.0136744 0.00628455 0.0103062 0.014078 0.0162901 0.00985281 0.0211979 0.00315015 -0.00145967 0.000766743 0.0126798 0.00798463 0.00564029 0.0263557 0.0314749 -0.0038277 -0.00170354 0.00235121 0.00649774 0.0149868 internal_weight=84473 8632 3984 4648 75841 7126 2656 4340 1237 1719 1118 984 699 3361 2206 1155 935 979 5889 2165 1271 781 556 253 937 68715 3083 951 442 908 internal_count=84473 8632 3984 4648 75841 7126 2656 4340 1237 1719 1118 984 699 3361 2206 1155 935 979 5889 2165 1271 781 556 253 937 68715 3083 951 442 908 is_linear=0 shrinkage=0.04 Tree=19 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 19 27 30 28 10 0 30 24 28 28 15 30 13 33 28 28 0 33 13 0 23 17 20 30 10 split_gain=2411.96 237.175 120.636 136.221 94.0027 48.9719 41.4053 33.7206 30.7935 30.3702 36.0076 25.6398 21.9986 21.7368 20.5806 20.252 19.0026 16.8213 13.5043 11.723 11.6547 11.4179 10.8822 10.5538 13.0198 11.7036 10.3185 14.0185 10.1958 16.9024 threshold=23156.028576928195 24886.103969492997 21465.801324169504 1319.2449999999992 17.500000000000004 24206.369000000002 177.04625000000127 492.80080014037742 22817.826319282514 -0.60355339059327384 12.500000000000002 175.23038192580779 251.69750000000025 22817.826319282514 24075.570481158906 22851.246500000005 71.28311816261477 0.83849049182116964 17090.145000000004 25138.8679444142 23978.514684770798 17.500000000000004 17476.596500000003 0.68432406471780916 14.500000000000002 -333.59850000000091 21920.085750000002 25504.737500000007 122.88830224850592 0.37940952255126048 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 8 5 9 16 13 28 10 14 12 -11 -5 18 -10 20 -8 -2 21 -6 -3 -9 24 -12 -26 -7 -28 -4 -30 right_child=1 19 3 7 6 26 17 22 15 11 23 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-49.64504870405348 6.7136626527965149 19.407645998170047 -5.362501172682733 2.4975638362341814 1.8037700887407562 38.544946648212083 6.8313325414076784 14.62739074337815 6.0917802975348545 10.578166781556707 6.9519228023466804 23.922423162772798 5.5937055600205339 11.32379019701264 12.751669861989852 1.7019170705827982 2.4835885720773807 14.767597233795804 2.0594986689828336 80.941158989835387 6.5025031700918747 3.8791962546581638 29.438252164356058 2.19050486928026 5.4499668031183752 12.557677366093779 13.325676624438836 9.2191002152080177 1.606879688717135 -24.371027599332503 leaf_weight=67209 822 270 3643 521 159 265 223 269 343 265 420 388 274 113 312 1166 1062 133 128 1328 138 62 113 322 98 121 762 84 2103 1357 leaf_count=67209 822 270 3643 521 159 265 223 269 343 265 420 388 274 113 312 1166 1062 133 128 1328 138 62 113 322 98 121 762 84 2103 1357 internal_value=-0.0011295 0.0203112 -0.00326025 0.000927294 0.0165957 0.0197785 0.00868805 0.0147795 -0.000706922 0.0172317 0.0146955 0.0233139 0.0176698 0.00912303 0.0191379 0.00448244 0.00550699 0.0208315 0.0162105 0.0336867 0.0144512 0.0269639 0.0241675 0.0088616 0.0118372 0.0197443 0.0269991 0.0248416 -0.00180938 -0.000254336 internal_weight=84473 7636 76837 9628 5976 4261 1715 1016 8612 3150 2223 927 539 634 1262 1509 1359 356 950 1660 297 332 382 961 639 219 1111 846 7103 3460 internal_count=84473 7636 76837 9628 5976 4261 1715 1016 8612 3150 2223 927 539 634 1262 1509 1359 356 950 1660 297 332 382 961 639 219 1111 846 7103 3460 is_linear=0 shrinkage=0.04 Tree=20 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 10 28 28 23 30 30 0 24 15 0 30 28 23 30 1 15 0 0 28 14 33 23 0 30 0 split_gain=2270.87 230.974 117.76 171.441 88.7815 47.7748 45.9889 40.537 39.5317 38.9375 31.4658 29.182 28.903 23.2217 18.486 16.7997 15.3495 13.9092 13.7323 13.3344 14.2842 12.4311 12.0333 11.6587 11.634 10.8005 12.6934 10.6242 9.53529 9.40975 threshold=23156.028576928195 24886.103969492997 21251.475570951388 0.91597561503675362 17.500000000000004 -0.60355339059327384 24075.570481158906 22753.044317171043 276.51375000000013 175.23038192580779 577.15728802371325 12.500000000000002 150.91799999999969 22780.190000000006 12.500000000000002 66.029477586038738 25482.795897433145 1159.6050000000016 270.65698617871618 1.0000000180025095e-35 23913.832500000004 17.500000000000004 18.500000000000004 22688.3131920341 0.6174544326165855 16696.710000000003 660.50549999999851 14.500000000000002 184.28541776231103 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 7 5 6 14 17 18 12 23 -8 -7 28 25 -13 21 -4 19 20 -6 -3 -22 -5 -19 -2 -27 -17 -9 -15 right_child=1 16 3 10 8 9 11 13 -10 -11 -12 15 -14 29 -16 27 -18 24 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-53.618438754767993 6.9600724721105909 24.023660396359048 -4.1751295129397299 3.8190394430963472 2.7422699845935217 11.766161091116535 12.187153984481521 2.8845593380736108 9.9358576689275875 30.317271036908387 26.331832588553581 9.0050572048219948 6.2360387988924915 3.3954777927644626 6.2692929987804042 5.6423231321685128 83.350910734965581 -0.10115812079749442 -4.3124680833403453 2.6053057940236841 -1.3373095660099192 10.796136080031241 6.1322399790794071 11.362033056780181 5.5335839209911866 4.0629339587953215 8.1100985778354264 13.492986830100188 8.4336747608090441 -5.6477106312715772 leaf_weight=65549 596 533 8154 304 131 324 569 203 403 648 344 142 419 1043 762 217 996 328 291 740 25 131 125 65 188 437 76 71 225 434 leaf_count=65549 596 533 8154 304 131 324 569 203 403 648 344 142 419 1043 762 217 996 328 291 740 25 131 125 65 188 437 76 71 225 434 internal_value=-0.00118443 0.0196197 -0.00325192 0.000521615 0.0159531 0.0190462 0.0160976 -0.000758393 0.00826822 0.0251301 0.0195063 0.023027 0.0188802 0.00452493 0.0123976 0.0151628 0.0328193 -0.00191926 0.00490244 0.00708717 0.0145053 0.0281084 0.0229333 0.011393 0.00444961 0.0156934 0.0114386 0.00961111 0.012729 0.0021476 internal_weight=84473 7636 76837 11288 5976 4261 2870 10575 1715 1391 713 999 743 1905 1871 430 1660 8670 1312 1021 281 664 150 369 516 1109 513 288 428 1477 internal_count=84473 7636 76837 11288 5976 4261 2870 10575 1715 1391 713 999 743 1905 1871 430 1660 8670 1312 1021 281 664 150 369 516 1109 513 288 428 1477 is_linear=0 shrinkage=0.04 Tree=21 num_leaves=31 num_cat=0 split_feature=28 28 28 0 27 23 28 9 30 28 30 30 28 22 0 30 27 1 0 30 10 10 30 36 34 24 30 1 16 24 split_gain=2158.57 208.278 145.68 88.2558 82.9829 63.896 55.5601 151.819 39.4146 39.0495 29.9966 26.8375 26.068 21.4864 19.6132 19.1181 16.3697 13.1279 13.0803 12.412 24.4854 14.2824 12.3865 11.9888 10.0785 9.9762 9.76295 8.91722 8.62826 8.55645 threshold=23291.588217059209 25138.8679444142 22753.044317171043 12.500000000000002 134.14099999999965 1651.0650000000007 21124.13733684097 0.91597561503675362 611.6675602009542 24075.570481158906 239.82953565211906 71.28311816261477 23978.514684770798 22842.176250000004 19.500000000000004 117.85704765114799 60.163749999996078 1.0000000180025095e-35 14.500000000000002 163.50130439779574 0.37940952255126048 -0.60355339059327384 90.286910347151689 3011.0041594886256 24791.583500000004 -396.99299999999852 242.5834431552278 2.5000000000000004 23913.957500000004 -276.59875000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 9 11 14 -1 19 17 10 29 12 -5 -6 15 -4 -17 -9 -15 -8 21 -21 24 -11 -20 -13 -23 -27 -12 -2 right_child=1 -3 5 4 13 -7 7 8 -10 23 28 25 -14 18 -16 16 -18 -19 22 20 -22 26 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-54.923164000874074 2.1727685469014539 74.369476200843351 1.3716823448957773 3.1835462052435113 8.2694064831865877 22.237103248625814 -5.8020013474885888 11.056299645858822 25.429462188007474 14.095949657769916 30.609254632884817 1.1986179519920492 8.3577501266675789 1.6598607237458776 -9.559038582749011 4.8740902633398067 7.8092513668062953 2.9977174672821452 5.7596169817380547 -1.5719493095342016 -29.691951645702893 1.2471076810761355 13.718230278543345 22.66800406070735 11.369998356009235 8.1687994475272649 4.8854193130942161 2.4738853479749254 1.5792383406542254 6.3813281751412001 leaf_weight=64553 85 1328 1119 350 319 167 5956 52 280 255 230 495 369 43 397 597 376 369 218 846 1608 585 515 562 89 910 596 308 20 876 leaf_count=64553 85 1328 1119 350 319 167 5956 52 280 255 230 495 369 43 397 597 376 369 218 846 1608 585 515 562 89 910 596 308 20 876 internal_value=-0.00122799 0.0200906 -0.00314582 0.0167371 0.0129911 0.00606024 -0.00347251 -0.000743102 0.0172268 0.0234162 0.0188571 0.00876316 0.015249 0.0216757 0.00445319 0.006 0.0101007 0.00949169 0.024948 -0.00205651 -0.000214581 0.00270942 0.026073 0.0301738 0.0197134 0.00604086 0.00555123 0.00798686 0.0312 0.0156462 internal_weight=84473 6972 77501 5644 3616 2656 74845 10292 701 2028 1211 2432 719 1184 2489 2092 973 421 865 9591 3635 2027 822 817 307 1713 1181 1218 250 961 internal_count=84473 6972 77501 5644 3616 2656 74845 10292 701 2028 1211 2432 719 1184 2489 2092 973 421 865 9591 3635 2027 822 817 307 1713 1181 1218 250 961 is_linear=0 shrinkage=0.04 Tree=22 num_leaves=31 num_cat=0 split_feature=28 28 21 23 0 31 24 28 23 28 28 0 16 35 13 28 9 15 1 31 30 0 30 19 30 27 15 28 30 13 split_gain=2017.34 204.539 137.432 86.29 75.0529 52.0619 46.9153 40.9321 32.3591 31.6063 27.3578 19.3802 17.0385 15.9784 15.2198 14.7515 46.0134 14.5806 14.3013 12.7562 12.6813 13.6215 11.7558 11.5582 14.6751 16.2134 10.522 10.2488 10.2151 8.89963 threshold=23291.588217059209 24886.103969492997 21864.585000000003 1471.2150000000004 17.500000000000004 21404.801963541668 2380.0257500000012 22817.826319282514 322.82549999999907 23978.514684770798 25482.795897433145 16.500000000000004 23913.957500000004 20630.426917410718 0.89787622492179153 21251.475570951388 0.91597561503675362 22851.246500000005 1.0000000180025095e-35 22749.580729166668 121.6177089026784 14.500000000000002 514.39566459086393 24430.807250000002 79.704393223827026 271.78250000000304 24102.260000000006 20856.488996138669 247.77089641851128 0.7090011537757156 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 15 7 6 13 9 19 18 12 11 -3 20 27 -8 -1 -17 -9 28 -4 -2 -22 -18 24 -11 26 -26 -5 -6 -10 right_child=1 10 3 5 8 -7 14 17 29 23 -12 -13 -14 -15 -16 16 22 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-52.27641627474889 5.1502101125018029 20.835916386791215 -3.0095060476482538 -9.6871706778627384 5.1159209332073079 15.338219973054215 29.906230531598169 6.3706412557730525 4.0068093429642948 7.387630156656801 77.042095257533219 9.6996393186828946 2.5588641148115743 17.859922939181242 5.345642924105853 -3.8513119088774062 2.7663191720972891 2.6723530299150746 1.335243412814785 31.725667237050633 8.5950680028128357 11.967489645951723 38.034579285403751 12.197229948305242 13.386886242201495 12.647016319818949 8.9539741070686123 4.1390699533454951 -2.7320481938257943 11.54998403120717 leaf_weight=63353 961 463 5457 213 251 411 527 314 95 444 996 201 308 108 52 5549 57 1362 882 50 259 240 80 434 97 138 348 547 55 221 leaf_count=63353 961 463 5457 213 251 411 527 314 95 444 996 201 308 108 52 5549 57 1362 882 50 259 240 80 434 97 138 348 547 55 221 internal_value=-0.00129902 0.0193104 -0.00315304 0.00165824 0.0154804 0.0112306 0.0184685 -4.62212e-05 0.00791489 0.0165884 0.0315663 0.0252771 0.0129909 0.00567742 0.0289534 -0.00374276 -0.00179107 0.00542721 0.00488889 -0.001712 0.0147945 0.0199679 0.0211095 0.0209418 0.018629 0.0144563 0.0107416 0.00363158 0.0123399 0.0192911 internal_weight=84473 6972 77501 8462 5312 1279 3808 7183 1504 3229 1660 664 1768 868 579 69039 5686 1676 1188 5507 1460 499 137 1461 1027 583 445 760 306 316 internal_count=84473 6972 77501 8462 5312 1279 3808 7183 1504 3229 1660 664 1768 868 579 69039 5686 1676 1188 5507 1460 499 137 1461 1027 583 445 760 306 316 is_linear=0 shrinkage=0.04 Tree=23 num_leaves=31 num_cat=0 split_feature=28 28 21 0 23 31 19 28 27 23 28 23 35 23 28 9 21 16 30 23 30 31 13 33 30 30 1 0 24 28 split_gain=1877.01 216.448 132.146 84.2551 76.9026 49.0203 45.5284 36.369 27.2019 22.6056 15.6878 15.6008 15.4145 15.1023 15.061 44.2219 14.1064 13.0032 19.0644 12.6477 12.1749 12.0959 12.0758 11.6185 11.4246 10.5507 10.2242 11.0993 9.85938 9.69651 threshold=23291.588217059209 25138.8679444142 21864.585000000003 17.500000000000004 1471.2150000000004 21404.801963541668 24206.369000000002 22753.044317171043 177.04625000000127 1553.2549999999994 25482.795897433145 -398.12249999999943 20761.067540922621 773.96650000000056 21167.290742365996 0.91597561503675362 24917.781250000004 23048.338750000003 116.69458341576747 9.4512500000000745 99.505186733917085 22749.580729166668 0.83849049182116964 18011.056000000004 561.02947301335178 288.63421104680657 1.0000000180025095e-35 18.500000000000004 862.52000000000237 20891.231500020458 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 14 6 7 12 9 21 25 11 19 -2 29 23 -1 -16 -13 18 -9 20 -3 -4 -10 -8 -17 26 27 -5 -20 -6 right_child=1 10 4 8 5 -7 13 17 22 -11 -12 16 -14 -15 15 24 -18 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-52.060639788747359 3.5157643649584061 16.521685114940773 -3.1854519538562984 -0.24149826648008821 -9.2996838560405486 14.724691174132017 10.722730570214777 1.2317457813953414 6.1278985806659305 30.085869135940897 73.960411447231891 7.8404663848901697 17.539287609955185 34.151344132593394 -4.1907486093067297 6.7455812489179445 9.9547615954749844 0.94231896024107953 7.8987440062559511 23.073074243022276 5.9727114968077517 30.484101960479183 12.949491102584876 12.57603917642002 36.573871784602211 -4.5309783268265731 2.2090918770040653 5.282442079345838 4.2010962499441939 4.0150888335215322 leaf_weight=62794 192 55 5245 69 223 411 896 510 191 119 996 2179 90 270 6087 82 293 848 321 201 76 49 116 129 76 223 778 189 210 555 leaf_count=62794 192 55 5245 69 223 411 896 510 191 119 996 2179 90 270 6087 82 293 848 321 201 76 49 116 129 76 223 778 189 210 555 internal_value=-0.00136105 0.0185186 -0.00314943 0.0150999 0.00156842 0.0106052 0.0181285 -4.06525e-05 0.00721328 0.0152454 0.0330482 0.0144835 0.00521659 0.0243243 -0.00372769 -0.00185428 0.0153366 0.00472419 0.0077195 0.0255181 0.0158473 -0.00174084 0.0178892 0.0221073 0.019038 0.00461001 0.00630888 0.0132093 0.0130245 0.0034036 internal_weight=84473 6972 77501 5644 8462 1279 4078 7183 1566 2783 1328 2664 868 1295 69039 6245 2472 1889 1041 332 131 5294 307 1025 158 1259 1036 258 531 778 internal_count=84473 6972 77501 5644 8462 1279 4078 7183 1566 2783 1328 2664 868 1295 69039 6245 2472 1889 1041 332 131 5294 307 1025 158 1259 1036 258 531 778 is_linear=0 shrinkage=0.04 Tree=24 num_leaves=31 num_cat=0 split_feature=28 28 0 21 30 28 23 28 28 23 30 0 0 30 28 13 0 0 30 16 30 27 24 13 27 13 28 1 30 1 split_gain=1774.97 269.1 83.9575 76.264 91.6018 66.5023 57.7052 60.6462 34.1254 29.6276 27.9255 22.284 21.1059 20.7125 19.9478 16.587 16.268 31.8895 15.2448 21.8196 14.782 17.2239 13.9828 13.6858 13.6165 13.039 10.6956 10.9576 8.51995 8.34495 threshold=23012.551498405235 24886.103969492997 17.500000000000004 21539.901500000004 547.12667486166038 20583.236404707579 1651.0650000000007 23978.514684770798 25482.795897433145 487.34600000000142 694.67035271912448 15.500000000000002 12.500000000000002 122.88830224850592 21991.402350082379 0.69676570133721638 12.500000000000002 14.500000000000002 126.75441879148497 22595.907500000005 98.325152703589609 138.50050000000377 290.13274999999891 0.65883702558178847 -380.86674999999917 0.3261394409934788 23639.606257191048 1.0000000180025095e-35 242.5834431552278 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=3 2 6 -1 14 -6 7 11 12 26 29 15 -3 25 -5 -2 23 -18 -16 -20 -14 -22 24 -9 -19 -13 -4 28 -28 -7 right_child=1 8 9 4 5 10 -8 16 -10 -11 -12 13 20 -15 18 -17 17 22 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-34.540648589643276 5.7969041579798617 28.792067116319767 -0.010948957767134605 -6.9275021636011367 -6.774218572797972 12.730430774933509 33.320286177215777 10.624798615557772 71.001994989342634 8.4380943784959257 24.01406977326069 0.95009422020564982 10.80693004229 10.99028113035483 -1.6979111755328888 2.6067156425173739 5.7340886987337125 3.7574968836052252 3.5793254179563565 -4.268507496020038 1.9849847519556825 22.380501055737945 7.6957964851524387 8.7445012864928469 13.199829585421801 6.1281687176111044 5.4909492631799859 2.4661783939883342 -0.96495561337802227 5.6249151278254645 leaf_weight=66644 1357 259 768 4807 316 98 287 554 996 273 205 155 217 305 1863 821 360 47 1215 776 146 42 179 177 294 189 189 642 43 249 leaf_count=66644 1357 259 768 4807 316 98 287 554 996 273 205 155 217 305 1863 821 360 47 1215 776 146 42 179 177 294 189 189 642 43 249 internal_value=-0.00141598 0.0161494 0.0125482 -0.00332995 1.72097e-05 0.0124055 0.0154116 0.0142875 0.0305542 0.00548303 0.0207826 0.0107577 0.0235301 0.0172635 -0.00122434 0.0088191 0.0204817 0.0168182 0.000919563 0.00335309 0.0178272 0.00961702 0.0231538 0.0248919 0.0279062 0.0105349 0.00345432 0.00648055 0.013931 0.0138674 internal_weight=84473 8300 6640 76173 9529 868 4725 4438 1660 1915 552 2827 664 649 8661 2178 1611 880 3854 1991 405 188 520 731 341 344 1642 874 232 347 internal_count=84473 8300 6640 76173 9529 868 4725 4438 1660 1915 552 2827 664 649 8661 2178 1611 880 3854 1991 405 188 520 731 341 344 1642 874 232 347 is_linear=0 shrinkage=0.04 Tree=25 num_leaves=31 num_cat=0 split_feature=28 28 0 28 9 28 23 0 24 27 0 1 13 13 13 30 10 30 10 28 19 0 23 30 30 28 0 30 27 30 split_gain=1670.37 272.374 93.1103 76.9739 118.112 70.4506 60.8265 39.0616 29.0715 28.3647 23.6252 22.9877 21.1783 16.7124 16.6974 16.3502 25.6266 18.366 16.4669 15.9398 12.4953 12.4158 11.2183 11.1099 10.838 77.9449 13.3565 10.2679 16.1994 9.89203 threshold=22943.160399336277 25138.8679444142 17.500000000000004 21124.13733684097 0.91597561503675362 23978.514684770798 1747.2570000000007 6.5000000000000009 2489.1250000000023 177.04625000000127 15.500000000000002 1.0000000180025095e-35 0.26037272046371446 0.69676570133721638 0.83849049182116964 113.10621794994823 0.37940952255126048 225.0276895985867 -0.78656609248549325 25482.795897433145 24430.807250000002 16.500000000000004 44.36249999999928 99.505186733917085 694.67035271912448 20378.147100621853 9.5000000000000018 79.704393223827026 275.91999999999831 265.03672870732129 decision_type=2 2 2 2 2 2 2 2 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 24 15 6 10 -6 20 29 13 -9 21 -2 -11 -5 17 -17 -19 22 27 -12 23 -3 -1 -26 -27 -7 -29 -4 right_child=1 19 9 4 7 8 -8 11 -10 14 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-49.352402400165317 5.5465164082628498 14.464697581620277 2.6074207944425547 -4.8899918053254634 31.430960929785915 6.2152006735405063 27.028310529271522 14.626383857242004 31.981767356752929 4.0133058793088523 6.6644208414355273 3.5967831026902921 9.4061196002956375 2.3146875306606791 11.850590654176088 0.047836182394456882 -22.3205044070396 -1.9778507206860929 4.8973175102492652 68.161915189768919 10.475273112688411 0.13261801986741062 22.324766189881807 7.6310069857767262 -23.56894924417875 23.047752197377044 -62.011724066753089 8.7740889569392273 11.39867859663245 -4.7034813530339914 leaf_weight=62415 1483 61 1250 4873 147 487 206 111 251 279 127 491 418 890 159 2543 1922 348 853 996 609 148 189 82 1954 160 24 468 142 387 leaf_count=62415 1483 61 1250 4873 147 487 206 111 251 279 127 491 418 890 159 2543 1922 348 853 996 609 148 189 82 1954 160 24 468 142 387 internal_value=-0.00143255 0.01524 0.0122103 -0.00333018 -0.000282779 0.0150553 0.0114645 0.0150654 0.0210588 0.00504096 0.0100509 0.0105515 0.0165483 0.00815339 0.0140822 -0.00137357 8.75388e-05 0.00201496 0.00609159 0.0319036 0.0191887 0.00792727 0.0243133 0.0158601 -0.00386306 -0.00106268 0.0238261 0.0166381 0.0131803 0.00262187 internal_weight=84473 8632 7304 75841 11288 5229 3272 749 1957 2075 3066 602 693 2373 438 10539 5666 3744 1201 1328 1706 275 332 143 64553 2138 184 1097 610 1637 internal_count=84473 8632 7304 75841 11288 5229 3272 749 1957 2075 3066 602 693 2373 438 10539 5666 3744 1201 1328 1706 275 332 143 64553 2138 184 1097 610 1637 is_linear=0 shrinkage=0.04 Tree=26 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 28 28 23 24 30 27 28 0 15 16 30 28 30 23 30 28 0 13 15 30 21 19 0 0 0 split_gain=1566.76 206.814 128.766 106.655 69.1277 42.3667 38.0129 31.6635 31.0327 30.896 24.6142 21.762 19.6116 18.3663 17.2775 18.4952 17.1699 14.3896 20.6314 14.351 85.9855 22.4553 14.0801 13.5848 13.3174 13.2197 10.945 10.3141 9.9441 18.3929 threshold=23291.588217059209 25138.8679444142 21251.475570951388 0.91597561503675362 17.500000000000004 23978.514684770798 22817.826319282514 1841.0500000000013 2380.0257500000012 671.4688051908488 85.816250000000778 25917.584029383266 12.500000000000002 22912.653750000001 23913.957500000004 101.82561482793066 22817.826319282514 111.91953627255184 -4.3425000000006539 651.90431132161746 20378.147100621853 9.5000000000000018 0.74443451080969758 21111.840000000004 204.3741037008439 24018.434000000005 24430.807250000002 14.500000000000002 12.500000000000002 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 19 6 5 7 17 14 26 16 -6 12 -3 24 15 -2 23 -4 -19 -1 -21 -22 -12 -5 -8 -14 28 -17 -7 -30 right_child=1 11 3 9 10 8 13 -9 -10 -11 22 -13 25 -15 -16 27 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-44.348326786731199 3.5165219474303688 31.170342700984296 -5.1464601021778194 7.8402077711686502 2.1422821810574852 7.3968971937931949 2.6228553085875483 29.549421680062952 30.468688690937388 27.794776981797828 4.0935340836733154 78.133680176211499 5.3930044500195535 1.7019976491027635 1.7440274812752867 6.2817677178818245 12.384303998452594 -7.182647069505566 1.8463041018436801 -23.929303096492777 21.686780636307976 -53.667790628202468 11.136980272095993 1.9300659969425571 9.1918988520298672 15.978157443610399 10.066282956148958 10.16646114222908 4.7402389808538805 10.298939543061206 leaf_weight=62828 872 256 4074 163 1192 429 370 98 259 176 205 664 79 1643 308 538 71 2291 2622 2435 234 52 169 323 219 329 606 305 308 355 leaf_count=62828 872 256 4074 163 1192 429 370 98 259 176 205 664 79 1643 308 538 71 2291 2622 2435 234 52 169 323 219 329 606 305 308 355 internal_value=-0.00148559 0.016677 -0.0031195 0.000698794 0.0133352 0.0160785 -0.000267048 0.0121622 0.0203229 0.0154816 0.00619157 0.0308795 0.025759 0.00440502 0.0110865 0.0126531 0.0108653 -0.0014274 3.01232e-05 -0.00381571 -0.000971703 0.0197762 0.0151444 0.00818107 0.0104652 0.0203137 0.0183557 0.0168778 0.0159634 0.0128929 internal_weight=84473 6972 77501 11952 5644 4078 11219 2121 1957 733 1566 1328 664 2232 2023 1715 557 8987 4913 65549 2721 286 374 486 589 408 1698 843 1092 663 internal_count=84473 6972 77501 11952 5644 4078 11219 2121 1957 733 1566 1328 664 2232 2023 1715 557 8987 4913 65549 2721 286 374 486 589 408 1698 843 1092 663 is_linear=0 shrinkage=0.04 Tree=27 num_leaves=31 num_cat=0 split_feature=28 28 28 9 0 28 23 30 17 28 28 27 0 16 30 0 30 13 21 30 10 10 30 19 13 30 28 0 1 28 split_gain=1472.31 233.307 102.988 125.403 70.6547 50.4955 39.2751 38.1858 30.3595 25.795 25.494 23.2725 20.611 16.522 16.2407 19.0138 14.9761 14.0432 12.3804 12.1702 25.9335 10.9145 13.4337 10.512 10.2124 9.99284 65.1022 11.5186 9.75946 9.53811 threshold=23156.028576928195 25138.8679444142 21042.988693752322 0.91597561503675362 17.500000000000004 23978.514684770798 1747.2570000000007 633.14466143343873 21871.404500000004 22626.860677278342 25917.584029383266 177.04625000000127 12.500000000000002 22851.275500000003 101.82561482793066 15.500000000000002 77.661233978236609 0.74443451080969758 24018.434000000005 163.50130439779574 0.37940952255126048 -0.78656609248549325 355.32393539782009 24430.807250000002 0.68432406471780916 694.67035271912448 20378.147100621853 9.5000000000000018 1.0000000180025095e-35 21747.295687369198 decision_type=2 2 2 2 2 2 2 2 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 25 9 5 6 14 28 -7 19 12 -6 -3 16 -2 24 -11 -13 -14 -4 21 -21 29 -10 -16 -1 -27 -28 -5 -23 right_child=1 10 3 7 11 8 -8 -9 23 13 -12 17 18 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-47.806836776500134 2.9474111513668406 29.923528992944888 -5.1223665153048987 12.017523996925433 2.0425985628021159 29.483749114845374 28.194927002790092 22.240758734341867 7.5054299667209516 -0.4854317244538317 75.008332969163021 3.5349249997608716 5.1772842720187793 -0.6670646782021602 6.485289524435526 9.399854207141054 4.3288023749471689 10.937339100880347 15.339031145866029 -1.8706516418471397 -27.093975255552145 -0.15745129732629756 10.162627721389873 10.088844377191517 3.2164302407465102 -21.669019150551851 20.813269198206708 -58.19973155895277 3.5974226809436369 3.343812994647732 leaf_weight=61762 1229 256 5993 72 1417 251 144 282 1088 371 664 193 79 1247 606 319 915 167 329 624 1622 568 164 618 276 1954 150 23 475 615 leaf_count=61762 1229 256 5993 72 1417 251 144 282 1088 371 664 193 79 1247 606 319 915 167 329 624 1622 568 164 618 276 1954 150 23 475 615 internal_value=-0.00153199 0.0152195 -0.00319674 5.62239e-05 0.0120114 0.0146625 0.0109806 0.0151074 0.0195054 -0.000973349 0.0304578 0.00525155 0.0249157 0.00261666 0.00977778 0.0130858 0.00579782 0.0143333 0.0193333 -0.00192197 -8.12701e-05 0.00300152 0.00502747 0.0175944 0.010059 -0.003856 -0.00116032 0.0223584 0.00894333 0.00354015 internal_weight=84473 7636 76837 12948 6308 4531 2574 829 1957 12119 1328 1777 664 2533 2430 1201 1286 360 408 9586 3593 1971 1347 1706 882 63889 2127 173 547 1183 internal_count=84473 7636 76837 12948 6308 4531 2574 829 1957 12119 1328 1777 664 2533 2430 1201 1286 360 408 9586 3593 1971 1347 1706 882 63889 2127 173 547 1183 is_linear=0 shrinkage=0.04 Tree=28 num_leaves=31 num_cat=0 split_feature=28 28 28 23 0 16 23 33 28 28 28 28 34 28 30 16 0 34 30 15 27 28 15 0 30 0 0 0 0 13 split_gain=1386.45 201.193 143.881 67.0078 44.5837 36.8579 36.8316 103.452 33.7289 29.9307 29.3348 25.6999 22.8499 21.2706 22.7356 19.3651 16.5526 15.5138 14.2948 12.1625 11.3362 11.1451 10.8542 10.7939 9.1183 9.18503 8.97521 26.5159 21.2915 16.4586 threshold=23430.140156976577 25482.795897433145 21886.23163247895 773.96650000000056 17.500000000000004 20926.106000000003 1319.2449999999992 16359.9125 22753.044317171043 20512.406723452277 24176.500667701159 22877.189272965905 25007.377500000006 20822.823958518904 534.66535094519145 23598.740000000002 15.500000000000002 25119.276250000006 124.12121207837291 20925.988500000003 85.816250000000778 25917.584029383266 21779.480000000007 17.500000000000004 106.08796890453527 19.500000000000004 12.500000000000002 14.500000000000002 16.500000000000004 0.59177612190863982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 6 4 10 8 -1 13 17 -9 16 22 -5 -8 -15 24 -2 -4 -18 -11 -6 23 -7 -3 -13 -26 29 -28 -29 -12 right_child=1 21 5 12 20 11 7 9 -10 19 26 15 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=-29.028213602338674 4.46843308337378 22.621423070614778 1.7017326585707104 8.7384126170124325 2.4712879066100375 4.7166410453085401 -20.924704437335713 -0.89138942783307262 20.993053293555523 18.373892594459679 8.7250639405316246 1.5593287857925993 31.240202487970773 0.57006703476469411 12.295433964973833 -2.7059403462637261 5.0001039209955636 16.635783262315162 12.215409709017869 5.9955242105714772 6.6952208856687276 72.007999650396528 -0.90727604450153065 6.9370411148259983 5.1998127440964748 -4.733373251280983 4.6963458440629084 12.150646759165053 8.1757404802365361 4.81971914820355 leaf_weight=66054 1330 254 493 377 1106 129 3074 112 163 285 459 948 272 439 129 470 227 67 204 104 283 664 4579 78 1016 103 355 327 227 145 leaf_count=66054 1330 254 493 377 1106 129 3074 112 163 285 459 948 272 439 129 470 227 67 204 104 283 664 4579 78 1016 103 355 327 227 145 internal_value=-0.00158882 0.0164502 -0.00304459 0.0133569 0.0116809 0.0020492 -0.00362278 3.5722e-05 0.0106611 0.0170778 0.0142285 0.00118979 0.0253991 -0.00230862 0.00480282 0.00443516 0.0107189 0.006 0.0175313 0.0223239 0.00567602 0.0329478 -0.000559049 0.0269639 0.0061016 0.00854692 0.0183133 0.015802 0.0212708 0.0220927 internal_weight=84473 6308 78165 5312 4663 7968 70197 4143 723 501 3274 7245 649 3642 568 2537 1761 560 431 389 1389 996 4708 332 2067 1119 1513 909 554 604 internal_count=84473 6308 78165 5312 4663 7968 70197 4143 723 501 3274 7245 649 3642 568 2537 1761 560 431 389 1389 996 4708 332 2067 1119 1513 909 554 604 is_linear=0 shrinkage=0.04 Tree=29 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 0 0 28 28 28 0 1 27 28 0 13 30 23 30 16 30 34 9 21 28 15 0 21 19 0 split_gain=1308.82 222.168 123.04 123.763 55.3804 40.4267 38.2476 33.4101 30.4224 28.8796 24.4657 23.8325 19.1468 18.1028 14.8345 14.5244 13.8424 20.4356 13.6922 12.4823 14.8949 12.3873 10.805 10.2861 10.0863 9.81336 9.46976 9.10181 8.88009 8.92218 threshold=23291.588217059209 25138.8679444142 20966.029919703706 0.91597561503675362 1389.4735000000003 6.5000000000000009 17.500000000000004 22753.044317171043 25917.584029383266 23978.514684770798 12.500000000000002 1.0000000180025095e-35 85.816250000000778 22817.826319282514 19.500000000000004 0.83849049182116964 113.10621794994823 -72.893749999999258 128.0182370224644 23913.957500000004 99.505186733917085 25007.377500000006 -0.98296291314453399 24018.434000000005 21747.295687369198 21920.085750000002 14.500000000000002 22130.897500000003 24430.807250000002 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 7 6 -5 9 16 10 19 -3 -7 -8 27 18 -14 -4 -18 -9 20 -2 -6 -19 -12 -24 -26 -22 -13 29 -11 right_child=1 8 3 5 21 11 12 14 -10 28 23 13 15 -15 -16 -17 17 22 -20 -21 26 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-45.258813214649706 3.0449362110247935 27.589031928341285 -5.3973241171511459 29.115645985328339 15.73849815735953 15.253358639643848 1.876035435038607 1.0349355579338544 69.127679664380707 6.7949526414914896 4.226535560725476 4.812712693450532 3.8973588358633613 10.341769796930166 -9.0709878767187604 10.265070540889097 -10.690041099038122 4.3591093672357033 4.8720746018001098 1.3776326126346501 5.5202583789184709 30.247573170528796 -2.2117529838192174 14.230997019695039 4.4134276800706056 0.95681155807927354 8.8821555861304091 0.30020995302886816 9.131638806094406 7.1665988198013046 leaf_weight=63225 862 256 5062 181 136 126 1192 1212 664 499 79 165 238 73 397 136 2437 341 940 308 462 166 1463 329 433 1104 311 342 671 663 leaf_count=63225 862 256 5062 181 136 126 1192 1212 664 499 79 165 238 73 397 136 2437 341 940 308 462 166 1463 329 433 1104 311 342 671 663 internal_value=-0.00161581 0.0149845 -0.00310917 0.000244886 0.0115209 0.0147148 0.0105788 -0.000713721 0.0297048 0.0127585 0.0236506 0.0103909 0.00532312 0.00696552 0.00340683 0.0132193 -0.00168266 -0.000344757 0.00471747 0.00936078 0.0107523 0.0281854 0.00168692 0.0175686 0.000919999 0.00318282 0.014784 0.00428402 0.0163601 0.0142444 internal_weight=84473 6972 77501 14276 5644 887 5342 13389 1328 3776 664 706 1566 580 2549 374 10840 5778 2152 1943 1635 302 3341 408 3000 1537 773 507 1833 1162 internal_count=84473 6972 77501 14276 5644 887 5342 13389 1328 3776 664 706 1566 580 2549 374 10840 5778 2152 1943 1635 302 3341 408 3000 1537 773 507 1833 1162 is_linear=0 shrinkage=0.04 Tree=30 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 28 0 30 28 34 16 28 30 28 16 28 0 30 30 10 30 0 0 15 27 13 34 28 30 21 split_gain=1236.1 198.777 139.142 87.2468 58.9377 38.3539 37.0913 30.7859 25.9255 18.346 17.6949 16.8693 16.4789 83.2424 41.9365 14.6792 14.1014 13.7426 13.6229 21.4592 15.0753 15.044 12.5676 12.3045 11.658 10.2961 10.1957 11.7406 9.69094 8.89333 threshold=23430.140156976577 25482.795897433145 21167.290742365996 0.91597561503675362 861.44399999999962 22817.826319282514 17.500000000000004 671.4688051908488 24176.500667701159 25186.536250000005 23598.740000000002 22877.189272965905 561.02947301335178 20476.597578587021 20711.082500000004 25917.584029383266 15.500000000000002 124.12121207837291 111.91953627255184 0.37940952255126048 208.82929518272462 15.500000000000002 17.500000000000004 20998.782500000005 85.816250000000778 0.83849049182116964 24218.835000000003 19959.2056348398 310.73514467526468 21964.895500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 12 5 6 18 8 11 16 28 -7 23 -1 26 29 22 -2 -18 -4 20 -20 -22 -3 -5 -8 -26 -14 -28 -6 -15 right_child=1 15 3 7 9 10 24 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-40.465038842112989 4.0187157362763388 20.968716211997474 -4.482755155981125 7.3591390212773593 7.0433634570252295 3.1083666272450245 2.2786657594783306 25.350938505821183 8.2833365196743465 30.510074538904242 -2.8682820361477441 11.265009617850588 -29.188276021989296 23.524463578915963 -49.410588507235502 66.362572477805514 4.630398303621436 11.408588150330669 -0.1849963458468287 -20.106808314275703 1.4522411436375224 5.2520493434774487 6.0903195894451452 1.7384049067462926 3.6924361001793198 9.2053037091189154 -6.5077636967007129 13.379893805064787 19.269240633684557 11.538648114311414 leaf_weight=60800 1364 254 4370 150 277 2375 1106 190 1543 207 502 79 3512 156 117 664 229 205 2153 1774 868 439 78 380 203 106 104 73 72 123 leaf_count=60800 1364 254 4370 150 277 2375 1106 190 1543 207 502 79 3512 156 117 664 229 205 2153 1774 868 439 78 380 203 106 104 73 72 123 internal_value=-0.00164801 0.0153849 -0.00302258 0.00070783 0.0123102 -0.000112492 0.0108696 0.0135219 0.0131685 0.0246331 0.00393882 0.00913629 -0.00378608 -0.00132681 0.016101 0.0317831 0.00990434 0.0161843 -0.00132612 5.04385e-05 0.00188439 0.00527314 0.0249157 0.00656604 0.0054417 0.0123107 -0.00319762 0.00616949 0.0190372 0.0245305 internal_weight=84473 6308 78165 13280 5312 12481 4756 799 3341 556 2877 609 64885 4085 396 996 1798 434 9604 5234 3460 1307 332 530 1415 309 3689 177 349 279 internal_count=84473 6308 78165 13280 5312 12481 4756 799 3341 556 2877 609 64885 4085 396 996 1798 434 9604 5234 3460 1307 332 530 1415 309 3689 177 349 279 is_linear=0 shrinkage=0.04 Tree=31 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 28 30 0 28 34 1 0 28 0 15 30 10 30 10 30 27 15 13 21 27 0 13 0 0 27 split_gain=1150.34 197.09 134.608 130.873 55.863 41.7976 39.6576 30.6946 23.1045 19.529 19.2887 17.343 15.6928 15.5948 13.8405 12.8756 19.7848 15.2497 14.8139 12.6103 11.7534 11.1111 10.4984 10.0868 9.20714 14.8922 13.7122 12.8175 15.7529 12.3497 threshold=23430.140156976577 25482.795897433145 20856.488996138669 0.91597561503675362 909.93975000000148 22753.044317171043 694.67035271912448 17.500000000000004 24075.570481158906 25186.536250000005 1.0000000180025095e-35 19.500000000000004 22817.826319282514 17.500000000000004 23458.203000000005 113.10621794994823 0.37940952255126048 208.82929518272462 -0.78656609248549325 239.82953565211906 85.816250000000778 25926.137500000004 0.83849049182116964 21964.895500000002 255.59699999999887 12.500000000000002 0.59177612190863982 14.500000000000002 16.500000000000004 -437.15049999999786 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 5 7 15 10 8 14 -6 -5 19 23 -3 -2 -4 17 -17 -19 -7 -9 -15 -22 -12 25 26 -10 -27 29 -29 right_child=1 13 3 6 9 11 -8 20 24 -11 12 -13 -14 21 -16 16 -18 18 -20 -21 22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-45.493799009741046 6.8774867422432395 54.571642856341789 -5.3006882582424 14.085381784258967 9.8728626960161829 2.2439769275690278 26.645188852656915 2.1875191290992504 7.7188305930859338 30.171810823246261 8.3939254553918214 -7.4322525004717876 8.6571181129604753 4.0749000028822051 4.5675969640490033 -0.80657415019657197 -20.359330588437018 -3.0181225135355101 4.1389360758270888 7.1966747029333069 3.5447386561721119 43.991282254097023 8.587524994514915 1.2600014187462096 10.050445588653641 3.9502542307158648 3.3389366559048677 0.61096921919048863 1.3190263322455882 10.999594160129984 leaf_weight=62229 245 834 5550 120 318 2391 207 1106 473 199 159 475 86 54 1376 2506 2191 451 1072 328 203 108 110 400 411 396 173 38 105 159 leaf_count=62229 245 834 5550 120 318 2391 207 1106 473 199 159 475 86 54 1376 2506 2191 451 1072 328 203 108 110 400 411 396 173 38 105 159 internal_value=-0.00169962 0.0147318 -0.00302565 0.000254517 0.0116702 -0.000669341 0.0144774 0.0103233 0.0123981 0.0241625 0.0102745 0.00338885 0.00753488 0.0310602 0.00895497 -0.0017706 -0.000520901 0.00114271 0.00429941 0.00462082 0.00538689 0.0197037 0.01223 0.00508766 0.0155783 0.0139762 0.0183529 0.0099255 0.0161324 0.022802 internal_weight=84473 6308 78165 15936 5312 14964 972 4795 3376 517 765 3194 645 996 1621 11770 6220 4029 1523 2719 1419 162 313 559 1755 1344 646 698 302 197 internal_count=84473 6308 78165 15936 5312 14964 972 4795 3376 517 765 3194 645 996 1621 11770 6220 4029 1523 2719 1419 162 313 559 1755 1344 646 698 302 197 is_linear=0 shrinkage=0.04 Tree=32 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 24 28 28 0 24 27 1 0 28 30 10 16 0 13 30 23 30 13 31 32 0 23 0 24 14 split_gain=1060.95 230.981 73.3596 132.07 71.0306 53.8672 48.456 41.5851 23.4315 22.7955 21.2016 19.6624 18.8312 16.4902 15.9022 15.0364 14.5844 13.6888 13.032 12.0345 18.3317 10.0566 9.24543 9.0889 9.00439 9.3232 11.7175 10.2243 8.13545 11.4074 threshold=22943.160399336277 25138.8679444142 20686.587893205284 0.91597561503675362 1841.0500000000013 3405.2227500000013 23978.514684770798 25917.584029383266 12.500000000000002 2889.95325 235.07749999999945 1.0000000180025095e-35 17.500000000000004 21747.295687369198 87.145311620037361 -0.5 22722.497000000003 14.500000000000002 0.57782244426053786 72.281958624811693 -94.598249999999993 242.5834431552278 0.84773968378660736 21753.401281250004 2694.26081102833 14.500000000000002 -398.12249999999943 13.500000000000002 17.683500000001008 0.71952396275653763 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 13 6 -5 12 8 -3 10 15 23 14 -4 -2 18 21 -16 24 -15 -21 -14 -19 -7 -8 27 -27 -26 -12 -30 right_child=1 7 3 5 -6 11 9 -9 -10 -11 28 -13 16 19 17 -17 -18 22 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-49.478113241875079 1.8140091678385708 23.821347638899656 -6.3527570296503102 22.021016832793407 25.779038774320469 14.485986586161635 7.0310651987258099 61.52520386443954 10.09952178933113 10.385970107260901 8.8635438739573242 2.8614042828598292 5.6488168197239563 -3.7370930951637038 4.1588224978147892 3.028200770192341 0.077313227428689721 6.7238249536089141 2.9036130912745164 -4.5796656102074653 1.9219712049754349 13.081568733242877 7.6177490587125876 9.4496877105958941 6.2333421583442865 1.8845410841896382 9.9900088056750072 0.77466203292923441 11.10178960273792 4.9292349596089267 leaf_weight=60569 1312 256 8018 325 249 57 88 664 408 133 193 609 117 1749 1200 711 1230 510 336 1718 2760 29 69 36 506 52 117 137 72 243 leaf_count=60569 1312 256 8018 325 249 57 88 664 408 133 193 609 117 1749 1200 711 1230 510 336 1718 2760 29 69 36 506 52 117 137 72 243 internal_value=-0.00175928 0.0115283 -0.00327164 -0.000794134 0.00873822 0.0130594 0.00799716 0.0268735 0.0197952 0.0123524 0.0114786 0.00682621 0.00547392 -0.00179291 0.00720673 0.00957987 0.00158139 0.0096706 0.012246 -0.000248596 0.000850379 0.0135342 0.0147219 0.023957 0.0147556 0.0134384 0.0217988 0.0112411 0.0187559 0.0147936 internal_weight=84473 8632 75841 15272 7304 1027 7055 1328 664 2588 2455 702 4467 14245 3091 1947 1376 1779 1236 6227 4478 146 579 93 900 812 169 643 508 315 internal_count=84473 8632 75841 15272 7304 1027 7055 1328 664 2588 2455 702 4467 14245 3091 1947 1376 1779 1236 6227 4478 146 579 93 900 812 169 643 508 315 is_linear=0 shrinkage=0.04 Tree=33 num_leaves=31 num_cat=0 split_feature=28 28 28 30 23 28 15 0 10 28 23 13 0 34 13 30 28 16 28 30 1 0 24 0 25 0 23 34 30 19 split_gain=980.541 205.19 70.8926 119.123 70.3722 51.9567 35.6948 23.7255 34.604 22.7756 21.0229 19.361 17.0782 16.4202 14.4817 14.2345 13.5145 13.0801 12.2756 12.1438 12.3772 11.7901 11.0935 14.4628 12.0846 10.6032 10.0848 9.82157 9.72846 9.32543 threshold=22943.160399336277 25482.795897433145 20686.587893205284 594.09139670879711 1651.0650000000007 23978.514684770798 20925.988500000003 16.500000000000004 -0.60355339059327384 25917.584029383266 817.79799999999989 0.59177612190863982 17.500000000000004 25007.377500000006 0.51297097409535064 58.669242741070342 22359.181258452711 22659.774500000003 21747.295687369198 265.03672870732129 1.0000000180025095e-35 12.500000000000002 371.06949999999966 14.500000000000002 164.63499999999843 14.500000000000002 -398.12249999999943 25794.585000000003 242.5834431552278 20748.492000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 10 5 12 -5 8 14 21 18 -9 15 -6 22 -2 -8 28 -4 -12 -21 29 23 -7 -24 -17 -25 -22 -14 -3 right_child=1 9 3 6 13 7 16 11 -10 -11 19 -13 17 -15 -16 25 -18 -19 -20 20 27 -23 24 26 -26 -27 -28 -29 -30 -31 leaf_value=-47.498988712200052 0.95955918497360004 15.961219595551521 -7.3984394361517323 17.738034872530577 12.194018883486615 4.0953227620642494 0.92843083599129184 2.1738893073437344 10.272921244352005 59.064195709861963 -0.60166204871667062 8.6403424328067349 5.9014117180750407 28.219633636699474 3.3968099736662443 3.6152471820286816 12.120068317582803 0.20669822895674905 -0.70752321776879723 7.8620126794420093 1.3938578445464407 11.245168042974255 8.981844185429134 2.4857085648845594 6.0419554065336616 6.2386675289493168 10.202343876664155 13.068773943499906 12.927544870091083 24.465032188773186 leaf_weight=60569 831 20 7161 325 156 467 204 734 289 664 1059 322 98 183 484 1459 65 1250 5527 187 721 205 245 56 174 751 109 23 28 107 leaf_count=60569 831 20 7161 325 156 467 204 734 289 664 1059 322 98 183 484 1459 65 1250 5527 187 721 205 245 56 174 751 109 23 28 107 internal_value=-0.0018019 0.0109722 -0.00325581 -0.000820326 0.00874489 0.00791723 0.0167407 0.0120972 0.0148596 0.0280482 -0.001531 0.00732576 0.00519176 0.0265605 0.0124691 0.00686485 0.00596282 0.00149419 -0.00213052 0.00229146 0.00562406 0.019494 0.0151056 0.0117595 0.0201527 0.00854299 0.0219394 0.00331183 0.0137778 0.0290709 internal_weight=84473 8632 75841 15272 7636 7297 594 2880 1824 996 14678 1056 4417 339 1535 3041 269 1376 12688 1990 931 332 1051 632 419 2210 165 744 126 127 internal_count=84473 8632 75841 15272 7636 7297 594 2880 1824 996 14678 1056 4417 339 1535 3041 269 1376 12688 1990 931 332 1051 632 419 2210 165 744 126 127 is_linear=0 shrinkage=0.04 Tree=34 num_leaves=31 num_cat=0 split_feature=28 19 28 9 24 23 28 2 0 10 1 28 13 28 13 0 16 30 23 30 24 21 30 30 0 23 17 1 26 0 split_gain=906.912 180.681 69.9505 128.552 51.3659 50.3053 45.5297 30.823 22.2007 26.8017 21.509 20.0646 19.4844 17.6842 16.7117 15.3815 13.5333 13.1472 19.1842 13.094 12.9077 11.2876 10.5817 10.423 10.3167 14.8404 9.50083 9.42669 9.20301 9.16578 threshold=22943.160399336277 25159.435000000001 20547.318719188897 0.91597561503675362 3405.2227500000013 1651.0650000000007 23639.606257191048 4.5000000000000009 16.500000000000004 -0.60355339059327384 1.0000000180025095e-35 26438.914937029655 0.65883702558178847 21559.751284171118 0.61915405168109316 17.500000000000004 23598.740000000002 72.281958624811693 -94.598249999999993 337.44273729936612 460.41625000000028 21864.585000000003 834.2204576692501 97.225629048804137 14.500000000000002 -398.12249999999943 17572.541000000005 1.0000000180025095e-35 -1181.3799999999999 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 13 21 6 16 11 9 14 26 15 27 -4 20 28 23 -15 -19 -7 24 -5 -23 -2 29 -26 -6 -10 -3 -8 right_child=1 7 3 4 10 19 8 -9 12 -11 -12 -13 -14 17 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-49.879127625666008 0.96859177741242874 -0.29358650256106528 -7.618983517920813 27.353337352880253 12.531469823237275 5.8523816020777906 5.2208033144682044 1.7025219389081983 4.387948210115983 9.2317010787993308 2.3469277760473974 70.365572942761787 6.9049257327193025 -3.9885046618088342 2.5422595494799736 5.9561357174661751 -0.45374832846137109 -4.5933173037704478 1.6078658106989288 23.439291760224815 7.5173812628783017 5.9932857709428005 20.874480022011461 4.5377866852448827 1.3478703232927811 10.064931238628828 8.1778543085179756 0.88283274124408906 20.940191256817812 3.5042300861272877 leaf_weight=59241 987 23 8031 138 63 94 384 101 311 417 637 291 423 2133 582 119 816 2029 3300 197 537 181 54 1256 74 140 34 815 638 427 leaf_count=59241 987 23 8031 138 63 94 384 101 311 417 637 291 423 2133 582 119 816 2029 3300 197 537 181 54 1256 74 140 34 815 638 427 internal_value=-0.0018412 0.0104439 -0.00323946 -0.000944579 0.012224 0.00815013 0.00748835 0.0250444 0.0102384 0.0125248 0.00608174 0.0270364 0.00645836 -0.0018855 0.0107201 0.0236923 0.0037934 -0.000483517 0.000578719 0.0244536 0.0128758 0.024311 0.0189787 0.00539813 0.0102439 0.0180561 0.0236289 0.0037087 0.0260756 0.00818249 internal_weight=84473 8632 75841 16600 1107 7460 7169 1172 4110 2561 734 1071 1549 15493 2144 780 3059 7462 5329 291 1562 373 235 2243 1025 214 97 1126 661 811 internal_count=84473 8632 75841 16600 1107 7460 7169 1172 4110 2561 734 1071 1549 15493 2144 780 3059 7462 5329 291 1562 373 235 2243 1025 214 97 1126 661 811 is_linear=0 shrinkage=0.04 Tree=35 num_leaves=31 num_cat=0 split_feature=28 19 28 9 23 30 28 28 0 30 28 0 34 23 0 15 30 0 30 0 24 30 10 30 10 27 28 30 28 28 split_gain=829.072 139.004 112.534 92.2766 36.98 36.2865 31.7261 29.5551 21.3188 19.9591 97.2803 26.5174 19.0695 14.9375 14.7958 14.032 13.2818 13.1722 18.961 16.0158 13.4769 13.1322 18.8921 17.535 15.0014 12.3982 11.1751 10.9828 10.9128 10.044 threshold=23430.140156976577 25159.435000000001 20822.823958518904 0.91597561503675362 909.93975000000148 671.4688051908488 22626.860677278342 26438.914937029655 17.500000000000004 651.90431132161746 19959.2056348398 9.5000000000000018 25186.536250000005 934.25625000000048 18.500000000000004 26452.907500000005 485.82691111126024 14.500000000000002 96.087956466311809 12.500000000000002 17.683500000001008 113.10621794994823 0.37940952255126048 208.82929518272462 -0.78656609248549325 -318.88674999999779 22877.189272965905 58.669242741070342 24284.975302986288 21695.761703739918 decision_type=2 2 2 2 2 2 2 2 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 6 8 16 21 13 15 -1 -11 -12 -6 -3 27 17 -5 19 20 28 -19 -4 23 -23 -25 -20 29 -8 -2 -18 right_child=1 7 3 5 12 -7 14 -9 -10 10 11 -13 -14 -15 -16 -17 26 18 25 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-41.618220221996019 3.1547749498817734 12.981871065447049 -5.0715307693061495 0.072097878662378503 7.8140774816911689 21.07847324049904 -0.24809940786013479 67.550950025051279 2.7355350885226266 -21.51360124595799 19.698391172744465 -55.230671524397479 23.941978338978853 30.257419328040339 -2.8055014633451925 43.558290983370682 7.849181254768312 4.8550524627832745 4.6843477130138318 3.1779423330004284 0.92815234682985237 -0.98057125134332312 -20.00956322434055 -2.4717393909669521 4.2749906449758406 9.4582300956820529 11.659683545766669 2.971337500508338 6.4443217830232893 1.5085348203819513 leaf_weight=59296 861 691 5450 278 318 262 715 291 1437 2229 304 68 136 129 943 33 216 301 82 756 255 2404 2142 427 1032 508 39 2164 510 196 leaf_count=59296 861 691 5450 278 318 262 715 291 1437 2229 304 68 136 129 943 33 216 301 82 756 255 2404 2142 427 1032 508 39 2164 510 196 internal_value=-0.00188098 0.0120685 -0.00300672 -4.62267e-05 0.00932307 0.011782 -0.000813511 0.0249109 0.00827915 -0.0037848 -0.000355249 0.0185806 0.0202291 0.0210244 0.00234223 0.0100472 0.00719341 0.00978552 0.0132426 0.0079229 0.00794245 -0.00186643 -0.000576187 0.00109449 0.0045538 0.0182373 0.0114324 0.00376658 0.0105004 0.00949514 internal_weight=84473 6308 78165 16268 5197 991 15277 1111 4743 61897 2601 372 454 820 3822 3306 729 3273 1146 2127 556 11455 6005 3863 1459 590 451 2879 1371 412 internal_count=84473 6308 78165 16268 5197 991 15277 1111 4743 61897 2601 372 454 820 3822 3306 729 3273 1146 2127 556 11455 6005 3863 1459 590 451 2879 1371 412 is_linear=0 shrinkage=0.04 Tree=36 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 24 28 28 0 10 1 28 28 0 30 21 24 0 23 1 30 30 28 27 13 30 9 30 30 0 split_gain=783.432 152.101 95.1226 123.051 51.8387 42.8797 31.4286 28.0605 27.2021 22.308 20.5873 18.2229 15.8472 15.2644 24.4688 13.1071 11.7524 14.5074 14.6087 11.0188 10.6208 10.5088 62.8101 10.2849 10.1402 9.69771 9.05269 8.92388 8.77113 8.36745 threshold=23291.588217059209 25917.584029383266 20547.318719188897 0.91597561503675362 1651.0650000000007 3405.2227500000013 24176.500667701159 21747.295687369198 16.500000000000004 -0.60355339059327384 1.0000000180025095e-35 26438.914937029655 23639.606257191048 19.500000000000004 126.75441879148497 21864.585000000003 382.04500000000013 14.500000000000002 -311.38799999999986 1.0000000180025095e-35 834.2204576692501 788.77855333263017 19768.950573568833 152.01499999999854 0.61915405168109316 506.79399914501852 -0.98296291314453399 66.029477586038738 77.661233978236609 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=2 4 21 7 6 15 23 -4 9 16 -7 -3 25 14 -9 -5 17 -8 -19 -10 -17 -1 -23 29 -18 -6 -21 -11 -25 -2 right_child=1 11 3 5 12 10 8 13 19 27 -12 -13 -14 -15 -16 20 24 18 -20 26 -22 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-47.550569536738912 3.4069182967972558 17.484824783062649 -5.9969065997898552 26.645049038686807 1.4542704583104324 11.802843516660245 4.1655195302452412 -0.71531569206507573 6.0875901727174826 3.3359704884911943 2.3793037074961432 62.856152348693577 26.791213501051313 -12.320121012735544 2.6253809837009103 6.0802197390017527 6.9266033423712363 5.4822235987425394 12.271064027417173 3.9240082523632287 19.196361891511089 -20.09316887906278 20.614742696496986 1.8776667877051674 2.5861237158626462 21.534663758397507 0.38643810434570669 11.887965748351828 6.0511073336540093 0.94913282263977206 leaf_weight=58072 1747 332 9266 139 62 102 664 3725 246 33 684 332 168 1429 2674 187 463 92 69 196 54 1028 141 311 103 24 456 237 606 831 leaf_count=58072 1747 332 9266 139 62 102 664 3725 246 33 684 332 168 1429 2674 187 463 92 69 196 54 1028 141 311 103 24 456 237 606 831 internal_value=-0.00192076 0.0109225 -0.00307614 -0.000552027 0.00900571 0.0120206 0.00826297 -0.00140962 0.0116311 0.0146635 0.00668702 0.0291325 0.0267087 0.000353601 0.00118831 0.0230526 0.0126211 0.00957576 0.0203478 0.00602227 0.0174108 -0.00385416 -9.92311e-05 0.00579685 0.0170601 0.0127442 0.00330061 0.0251852 0.00943511 0.00450271 internal_weight=84473 6972 77501 18260 6308 1166 6054 17094 2559 1661 786 664 254 7828 6399 380 1391 825 161 898 241 59241 1169 3495 566 86 652 270 917 2578 internal_count=84473 6972 77501 18260 6308 1166 6054 17094 2559 1661 786 664 254 7828 6399 380 1391 825 161 898 241 59241 1169 3495 566 86 652 270 917 2578 is_linear=0 shrinkage=0.04 Tree=37 num_leaves=31 num_cat=0 split_feature=28 28 28 9 24 28 24 1 23 28 28 0 0 23 13 0 15 0 23 30 34 16 30 10 0 0 21 1 30 19 split_gain=730.323 169.244 68.8623 163.796 63.2757 52.4072 60.497 39.6495 32.4194 21.5736 21.3268 16.6083 27.7403 16.7108 15.7861 13.4414 13.3208 12.362 11.6104 11.3606 11.1684 10.17 10.0625 17.3117 12.8321 9.539 9.21626 9.20766 9.06041 8.97028 threshold=22943.160399336277 25917.584029383266 20146.009564449512 0.91597561503675362 3018.4825000000014 23978.514684770798 2889.95325 1.0000000180025095e-35 2269.1120000000005 21512.492539524192 26438.914937029655 16.500000000000004 14.500000000000002 -369.98400000000032 0.59177612190863982 12.500000000000002 21364.408750000002 17.500000000000004 1553.2549999999994 87.145311620037361 24308.572500000006 22722.497000000003 72.281958624811693 0.1294095225512602 14.500000000000002 14.500000000000002 21864.585000000003 1.0000000180025095e-35 788.77855333263017 26453.600000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 9 18 8 11 20 17 -4 29 12 15 -14 27 -7 -11 19 -5 -2 -6 -19 -18 24 -24 -21 -20 -13 -9 -3 right_child=1 10 3 4 7 6 -8 28 -10 16 -12 14 13 -15 -16 -17 22 21 26 25 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-58.148353495972408 1.3467464372342748 16.037888546826224 -8.6741076930797902 24.215215783409494 13.660215080122816 5.4864894791256082 22.34834600329798 1.6801316784021834 19.803569791650418 6.5582647648526891 60.341906254745844 3.688739243419886 2.714960658682005 10.484385592494377 7.7762379073364789 3.1274621371114497 -3.7086157051383313 6.713600085897995 14.067516768130533 3.3363443321137907 7.2617596158876703 -0.065860734010289593 0.19938508766749569 -6.8135700730393562 3.0612659229237504 5.8620220713878179 5.8412135824523288 0.25992851445562254 13.382803230285877 19.525233669943333 leaf_weight=55257 1312 256 11395 171 126 936 257 824 84 154 332 229 96 348 330 528 2223 146 86 1297 62 1230 2313 1952 1129 579 118 596 31 76 leaf_count=55257 1312 256 11395 171 126 936 257 824 84 154 332 229 96 348 330 528 2223 146 86 1297 62 1230 2313 1952 1129 579 118 596 31 76 internal_value=-0.00195674 0.00906765 -0.00321151 -0.00123669 0.0118815 0.0074508 0.0112892 0.00681496 0.00470912 -0.00220724 0.0284699 0.00972511 0.0120168 0.0207748 0.00593939 0.00936065 -0.000582165 0.00425591 0.0259733 0.00562359 0.0234468 0.00108721 -0.000817646 0.000115683 0.0018222 0.00762047 0.0195294 0.00298182 0.00315789 0.0213012 internal_weight=84473 8632 75841 20584 1418 7968 3320 1043 4648 19166 664 3063 1908 444 1155 1464 7771 4564 375 3188 188 1376 7617 5394 3442 1876 204 825 855 332 internal_count=84473 8632 75841 20584 1418 7968 3320 1043 4648 19166 664 3063 1908 444 1155 1464 7771 4564 375 3188 188 1376 7617 5394 3442 1876 204 825 855 332 is_linear=0 shrinkage=0.04 Tree=38 num_leaves=31 num_cat=0 split_feature=28 28 28 9 24 23 28 1 28 0 10 28 34 13 0 23 30 21 23 30 13 0 23 19 28 15 15 34 27 19 split_gain=681.119 165.946 68.1401 155.499 58.9365 48.4202 42.6608 38.1987 24.2907 22.2084 23.6649 20.8338 16.6953 12.2901 11.858 11.6128 18.8143 11.1524 10.4496 10.0243 9.87392 11.6584 9.38479 9.01748 8.20999 12.457 8.46243 8.07694 8.00524 7.59624 threshold=22943.160399336277 25917.584029383266 20146.009564449512 0.91597561503675362 2889.95325 1747.2570000000007 24075.570481158906 1.0000000180025095e-35 26438.914937029655 16.500000000000004 -0.60355339059327384 21512.492539524192 25878.022500000003 0.59177612190863982 6.5000000000000009 -94.598249999999993 92.61574251484285 22318.248750000002 -267.60899999999941 58.669242741070342 0.3744682635859638 11.500000000000002 1553.2549999999994 26453.600000000002 23639.606257191048 23828.941250000003 23389.302500000002 25712.062500000004 -25.639999999995776 25159.435000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 11 22 6 18 17 23 10 20 29 -7 -11 -9 -13 -17 -6 -2 -20 27 -22 -5 -3 26 -26 -21 -8 -15 -4 right_child=1 8 3 4 7 12 9 14 -10 13 -12 15 -14 28 -16 16 -18 -19 19 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-55.822419356133473 0.058804211807198817 15.396373004953139 -8.4259552917800971 23.246607152073103 13.811955660910858 10.410640484125775 5.3800140012142617 10.44714622792341 57.928230004555957 1.8985987246792468 11.434172870372413 -4.1498647828970014 28.763725124211692 3.5166127718461309 1.2511707023863436 -2.6506453461226971 1.7285317080446572 5.1669956549000959 0.64075939153698869 3.6066744410645546 5.5961714424424613 2.0404503903637972 12.154238531667472 18.744224323145534 6.8381059303456384 3.2167772884190891 1.7243561503808877 10.438257077562522 9.944606643295673 12.256612722298161 leaf_weight=55257 906 256 11374 171 102 203 653 100 332 754 318 2791 101 132 783 2054 2926 96 979 1231 348 405 166 76 449 488 710 149 142 21 leaf_count=55257 906 256 11374 171 102 203 653 100 332 754 318 2791 101 132 783 2054 2926 96 979 1231 348 405 166 76 449 488 710 149 142 21 internal_value=-0.00199131 0.00865524 -0.00320307 -0.00123863 0.011543 0.00705422 0.00643319 0.00698982 0.0278675 0.0102572 0.01285 -0.00218429 0.0227105 0.00553307 0.00342922 -0.000587313 0.00057028 0.0228687 0.00410414 0.00501218 0.0108167 0.00752722 0.0261484 0.0202169 0.00620153 0.00927641 0.00471716 0.0139052 0.0127883 -0.00327337 internal_weight=84473 8632 75841 20584 1418 7968 7664 1081 664 2901 1873 19166 304 1028 883 7771 4980 198 4763 3857 1555 753 337 332 2878 937 1941 802 274 11395 internal_count=84473 8632 75841 20584 1418 7968 7664 1081 664 2901 1873 19166 304 1028 883 7771 4980 198 4763 3857 1555 753 337 332 2878 937 1941 802 274 11395 is_linear=0 shrinkage=0.04 Tree=39 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 23 28 28 1 23 0 28 24 27 30 21 17 22 19 16 30 10 30 15 30 25 30 28 31 0 split_gain=639.043 161.972 68.8651 112.5 47.2357 45.5255 39.9217 29.2967 28.9275 18.4636 16.7754 15.9637 15.241 14.9803 16.9295 13.9548 12.9694 12.4509 12.0919 10.9901 10.8517 17.0015 11.8458 10.6649 10.1967 9.8057 9.6488 49.958 14.0505 8.65519 threshold=22943.160399336277 25482.795897433145 20411.817416146558 0.91597561503675362 2082.8937500000015 1651.0650000000007 26438.914937029655 23639.606257191048 1.0000000180025095e-35 934.25625000000048 6.5000000000000009 21512.492539524192 2281.2812500000005 255.59699999999887 111.91953627255184 21817.55125 17376.243500000004 22842.176250000004 26453.600000000002 19470.063750000005 72.281958624811693 0.37940952255126048 178.70661062287789 23458.203000000005 348.04149266744224 -2126.0387500000002 694.67035271912448 19736.38357678134 21211.594093750002 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 26 11 7 -5 12 23 16 13 15 19 18 25 -15 -10 -7 -16 -3 24 -13 22 -22 -2 -4 -9 -1 -28 -29 -24 right_child=1 6 3 5 -6 8 -8 9 10 -11 -12 20 -14 14 17 -17 -18 -19 -20 -21 21 -23 29 -25 -26 -27 27 28 -30 -31 leaf_value=-46.63081673759369 2.4826906279150678 8.8910732877753063 0.056414248554151288 23.781249757385989 20.209490348449787 11.946071380117946 55.611100804373713 6.4093124005677691 13.897762877396982 9.2038196838596988 1.2989664015769886 -3.451416385519654 27.702848567951296 2.8840533889520961 4.6211027518569443 4.9284049091517677 5.7204262604938849 9.2162052631887885 13.533833466247598 -7.8127081152067364 0.073265278073236365 -14.840518406771327 1.1951915208616444 -0.45292534238725163 6.8116539081457255 3.2543442474537891 -19.622306846356143 9.7333559017639466 17.274223693445744 4.2178405399282246 leaf_weight=55956 2163 515 361 127 173 113 332 234 56 305 694 2223 74 401 113 138 66 260 75 8519 2571 1478 973 1063 83 2924 1713 152 92 526 leaf_count=55956 2163 515 361 127 173 113 332 234 56 305 694 2223 74 401 113 138 66 260 75 8519 2571 1478 973 1063 83 2924 1713 152 92 526 internal_value=-0.00201404 0.00829842 -0.00318778 -0.00102142 0.00631954 0.0108409 0.0234699 0.00584055 0.0081462 0.00802738 0.00518919 -0.00186781 0.0178072 0.00729196 0.0122791 0.0155876 0.0228156 0.0184129 0.015661 -0.00301819 -0.000540987 0.00040519 0.00173956 0.00296838 0.00311712 0.00606966 -0.00385841 -0.0010976 0.0158361 0.00456571 internal_weight=84473 8632 75841 17928 7636 1194 996 7463 1067 4237 888 16734 664 3932 774 194 179 373 590 8963 7771 5548 4070 3226 444 3158 57913 1957 244 1499 internal_count=84473 8632 75841 17928 7636 1194 996 7463 1067 4237 888 16734 664 3932 774 194 179 373 590 8963 7771 5548 4070 3226 444 3158 57913 1957 244 1499 is_linear=0 shrinkage=0.04 Tree=40 num_leaves=31 num_cat=0 split_feature=28 28 28 0 28 23 23 1 28 24 23 21 28 16 19 0 23 30 16 23 10 0 23 19 30 23 34 1 30 30 split_gain=594.255 160.608 61.0405 135.409 53.8075 46.5418 45.5255 25.612 23.5199 22.3345 18.5235 23.1441 15.6627 13.4437 12.7579 11.8497 11.7669 14.8609 11.3683 10.9002 9.95207 18.354 10.7173 9.69543 9.46194 13.0338 9.29135 8.61404 7.6065 7.46133 threshold=22817.826319282514 25138.8679444142 20146.009564449512 6.5000000000000009 26438.914937029655 2007.7284999999995 2082.8937500000015 1.0000000180025095e-35 23639.606257191048 2889.95325 511.4650000000002 21864.585000000003 21512.492539524192 17786.948750000003 26453.600000000002 19.500000000000004 -253.74300000000127 173.39693547177228 24206.369000000002 1651.0650000000007 -0.5 14.500000000000002 79.36875000000056 25159.435000000001 73.360593132671525 -94.598249999999993 25878.022500000003 1.0000000180025095e-35 106.08796890453527 141.74176369762239 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 10 9 12 8 13 15 14 -4 -12 23 -7 29 28 -10 20 -19 -13 21 -18 -23 -5 -14 -26 -8 -22 -2 -3 right_child=1 4 3 5 -6 7 26 -9 16 -11 11 19 24 -15 -16 -17 17 18 -20 -21 27 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-51.764407898527018 0.68332869621352543 7.8325352772309103 -6.6318507503644515 -7.9200506140327107 53.386656772198769 13.36767162330667 11.390353062198837 1.2635942341516262 1.79842132041213 27.47326925704791 21.090271678158796 13.722073859814044 -3.7586966991098194 5.1305435347291448 13.086721940767458 -4.0191776904025911 3.0437825767779318 8.1279163145554474 3.8173033208592448 4.4057811128559461 4.8052301903619892 6.4428493421146626 5.4203856756438906 10.452361463757104 -4.6522615147258701 1.1138723483935455 19.718185699428734 0.23879734428076191 3.2761478312065755 9.3285376979953973 leaf_weight=55257 1603 694 49 11296 332 95 128 680 730 87 200 69 2067 231 78 526 1378 537 204 144 190 164 109 28 1917 3144 70 599 1730 137 leaf_count=55257 1603 694 49 11296 332 95 128 680 730 87 200 69 2067 231 78 526 1378 537 204 144 190 164 109 28 1917 3144 70 599 1730 137 internal_value=-0.00205192 0.00748881 -0.00323168 -0.00133333 0.0203675 -0.00184151 0.00534237 0.00653678 0.00485972 0.0157189 0.0200693 0.0228281 -0.00229829 0.0157546 0.0138658 0.00264421 0.00704577 0.00809682 0.013058 0.0136526 0.00659016 0.00835615 0.0178315 -0.00322289 -0.000829406 0.000101955 0.0242828 0.0028948 0.00352475 0.012414 internal_weight=84473 9296 75177 19920 1328 19458 7968 1006 7770 996 462 413 18452 326 909 3859 3911 3181 741 213 2440 1651 273 11324 7128 5061 198 789 3333 831 internal_count=84473 9296 75177 19920 1328 19458 7968 1006 7770 996 462 413 18452 326 909 3859 3911 3181 741 213 2440 1651 273 11324 7128 5061 198 789 3333 831 is_linear=0 shrinkage=0.04 Tree=41 num_leaves=31 num_cat=0 split_feature=28 28 28 9 23 23 28 28 1 0 24 23 21 28 21 23 19 34 30 10 23 30 30 30 27 10 13 30 30 28 split_gain=556.729 148.145 60.3507 116.307 53.6965 44.3805 38.5186 26.7188 22.4526 16.5644 16.0308 15.0799 14.4728 14.2268 12.5326 11.7934 11.2582 11.1881 9.98008 13.5079 9.79115 12.5113 8.97439 8.92747 8.81482 10.5867 10.4028 9.28168 8.5595 41.9001 threshold=22817.826319282514 25482.795897433145 20246.210563290279 0.91597561503675362 1651.0650000000007 2082.8937500000015 26438.914937029655 23978.514684770798 1.0000000180025095e-35 6.5000000000000009 2489.1250000000023 1050.8099999999997 21864.585000000003 21512.492539524192 22185.865250000006 -267.60899999999941 26453.600000000002 25878.022500000003 73.360593132671525 0.37940952255126048 962.37949999999921 333.9124866812196 178.70661062287789 57.544707826266333 287.69125000000446 -0.5 0.49812943072827093 96.087956466311809 788.77855333263017 19456.608928125497 decision_type=2 2 2 2 2 2 2 2 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 28 13 -5 7 10 15 14 12 16 24 -10 20 -6 -2 -3 -7 -15 22 -4 -22 -20 -17 25 26 -9 -26 -1 -30 right_child=1 6 3 4 8 17 -8 11 9 -11 -12 -13 -14 18 -16 23 -18 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-47.701384529643995 -0.52722235741974988 8.3229371922412252 -8.2665556604281143 20.303777530334401 13.240614167541612 10.934738939710941 51.251190501310774 5.1833733357234255 11.616359851438418 1.0868988133545674 25.988865378428315 11.192153117859236 4.2291994436766611 -3.6083488311453729 4.2755300508538889 0.3138347835883995 12.469011249967007 22.881743528136472 -0.047160141055966845 -14.207010408221123 -0.94354499825480664 6.2959488689739587 2.3899646062509321 3.0746375021121399 2.761252915847785 2.024401198941522 1.9643681110124407 8.2447995377132344 -21.696244783249615 15.773554795241985 leaf_weight=55125 1000 519 9680 165 84 128 332 948 71 726 70 156 138 2067 109 991 75 76 2326 1376 676 135 1371 3172 203 828 512 286 947 181 leaf_count=55125 1000 519 9680 165 84 128 332 948 71 726 70 156 138 2067 109 991 75 76 2326 1376 676 135 1371 3172 203 828 512 286 947 181 internal_value=-0.0020685 0.00716609 -0.0032104 -0.00125639 0.0103233 0.00541687 0.021743 0.00495257 0.00720567 0.00464171 0.0161807 0.00800136 0.0145646 -0.00210561 0.0196269 0.00322061 0.0140471 0.0238431 -0.000728292 0.000226295 -0.00304299 0.00117879 0.00148553 0.00415758 0.00732157 0.00627972 0.00832877 0.0121963 -0.00386774 -0.000418441 internal_weight=84473 9296 75177 18924 1293 8300 996 8096 1128 935 664 2933 209 17631 193 5163 594 204 7140 5073 10491 811 3697 4163 2777 2288 1460 489 56253 1128 internal_count=84473 9296 75177 18924 1293 8300 996 8096 1128 935 664 2933 209 17631 193 5163 594 204 7140 5073 10491 811 3697 4163 2777 2288 1460 489 56253 1128 is_linear=0 shrinkage=0.04 Tree=42 num_leaves=31 num_cat=0 split_feature=28 28 28 0 23 23 19 1 0 23 21 28 30 28 16 0 10 15 23 0 30 30 23 30 19 34 25 10 30 28 split_gain=513.781 126.234 65.8734 129.01 42.0254 35.8053 29.9054 21.3425 21.0509 20.4241 25.8314 18.8403 18.2215 17.989 13.3291 13.2773 11.3591 11.5474 10.8372 10.6964 12.4806 9.21741 8.58799 13.7348 7.42609 6.94422 6.81128 5.9882 5.94773 32.2916 threshold=22943.160399336277 25482.795897433145 20113.359122440077 6.5000000000000009 2007.7284999999995 2170.6512499999994 26453.600000000002 1.0000000180025095e-35 17.500000000000004 511.4650000000002 21864.585000000003 24176.500667701159 261.77255289176111 21512.492539524192 17786.948750000003 16.500000000000004 -0.78656609248549325 26452.907500000005 626.64999999999975 14.500000000000002 198.24590076939623 834.2204576692501 -84.10000000000035 88.20997262289427 25159.435000000001 25878.022500000003 -2085.5512500000009 -0.78656609248549325 721.41983992523205 19631.585105601411 decision_type=2 2 2 2 2 2 2 2 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 28 9 13 8 15 14 11 -4 -11 19 26 24 -6 16 17 -3 -10 -2 -21 -12 -15 -24 -5 -7 -13 -14 -1 -30 right_child=1 6 3 4 7 25 -8 -9 18 10 21 12 27 22 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-51.208425651463912 1.7376874428226097 6.391028434824408 -7.163728444782028 -7.4254656654860991 12.483069927094883 12.865241140950062 50.566166299131581 1.3654472141222713 0.5995501033417201 19.468779665141291 4.1371713119422839 6.2623425408416118 2.5621314476089845 -3.5533751037430497 5.0572746340112609 5.3473606342950282 18.9527046714236 22.72412713555401 5.5287380768985042 2.8970260756226707 8.5879501614236897 12.090892543633284 -2.4660114131723092 1.2990587202653399 9.7824290504478153 23.206000511255443 4.0654896035747132 17.623345383468699 -17.516662754817371 13.478202407870121 leaf_weight=53320 2499 250 57 11592 99 76 291 720 1983 207 145 195 21 2882 236 205 170 80 161 935 192 74 1899 2977 28 66 1410 98 1434 171 leaf_count=53320 2499 250 57 11592 99 76 291 720 1983 207 145 195 21 2882 236 205 170 80 161 935 192 74 1899 2977 28 66 1410 98 1434 171 internal_value=-0.00210212 0.00714458 -0.00315455 -0.00124422 -0.00172721 0.00539759 0.0205382 0.00604739 0.00502055 0.0191884 0.0221972 0.00636262 0.0098051 -0.00215048 0.0143881 0.0160851 0.0196 0.0152727 0.00167164 0.00472587 0.00796096 0.012621 -0.000658934 0.000364232 -0.0031463 0.0252958 0.00868536 0.0249076 -0.00388202 -0.00148287 internal_weight=84473 8632 75841 20916 20433 7636 996 1055 7494 483 426 5350 1724 19378 335 705 500 330 2144 3626 1127 219 7758 4876 11620 142 1605 119 54925 1605 internal_count=84473 8632 75841 20916 20433 7636 996 1055 7494 483 426 5350 1724 19378 335 705 500 330 2144 3626 1127 219 7758 4876 11620 142 1605 119 54925 1605 is_linear=0 shrinkage=0.04 Tree=43 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 23 28 28 23 23 22 1 24 28 16 0 25 27 30 9 14 22 19 0 0 30 23 30 30 34 split_gain=481.291 117.785 60.2953 131.956 38.6066 38.0241 30.627 24.4952 24.8039 24.2924 25.523 21.5466 18.0668 15.166 13.4123 10.4771 10.4255 12.9377 11.4917 10.2839 10.2756 8.09722 7.39952 7.2645 7.60522 7.13807 8.79113 7.08383 6.86733 6.81784 threshold=22817.826319282514 25482.795897433145 20020.628357366779 6.5000000000000009 594.09139670879711 2007.7284999999995 26438.914937029655 23639.606257191048 1747.2570000000007 511.4650000000002 21748.031250000004 1.0000000180025095e-35 2489.1250000000023 21377.470563991137 17786.948750000003 19.500000000000004 -2126.0387500000002 255.59699999999887 89.278721113152997 -0.98296291314453399 0.47369649395226454 23165.032500000005 24917.781250000004 16.500000000000004 14.500000000000002 71.28311816261477 -274.32350000000037 83.90661036950543 106.08796890453527 25119.276250000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 9 7 13 12 15 16 -4 -11 14 23 22 -7 28 29 -18 -19 20 27 -20 -5 24 -3 -21 -27 -15 -2 -9 right_child=1 6 3 5 -6 11 -8 8 -10 10 -12 -13 -14 19 -16 -17 17 18 21 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-50.761312529526151 0.55509815628090853 7.3989856483077983 -8.5732801543708632 -8.0606547690704673 24.988706253558885 12.074914847356483 47.178496229292939 5.2151743651404647 17.064660759251389 18.243609156761167 5.8561654476494631 1.0345987220614663 22.926664111325813 -0.56912035982686748 4.5811895340612976 -4.0047994524110218 2.7234511846363416 2.1142211598268652 3.9184368855535343 -3.6707003506174023 -5.3860040469021859 7.7716103376062282 7.6612433695634481 4.2974024522415135 13.68747242061043 -9.4520605660665389 0.32451043493252385 4.8524072456265852 2.7462142639544775 8.5820356288875566 leaf_weight=53929 1603 308 70 11588 87 107 332 252 102 271 180 717 70 95 232 524 3108 307 164 2200 167 294 32 186 100 1489 3859 241 1801 58 leaf_count=53929 1603 308 70 11588 87 107 332 252 102 271 180 717 70 95 232 524 3108 307 164 2200 167 294 32 186 100 1489 3859 241 1801 58 internal_value=-0.00213005 0.00645611 -0.00319178 -0.00138705 0.00489638 -0.00188682 0.0194538 0.00461561 0.00670712 0.0184952 0.021898 0.00550757 0.014494 -0.00228377 0.0138171 0.00233401 0.00623189 0.00566692 0.0103268 -0.000949448 0.00458847 0.0143406 -0.00320826 0.012229 0.0152157 -0.0013185 -0.000529545 0.00861905 0.00314453 0.0132903 internal_weight=84473 9296 75177 21248 8300 20727 996 8213 4285 521 451 1056 664 19671 339 3928 4183 3873 765 8051 503 458 11620 594 408 7548 5348 336 3404 310 internal_count=84473 9296 75177 21248 8300 20727 996 8213 4285 521 451 1056 664 19671 339 3928 4183 3873 765 8051 503 458 11620 594 408 7548 5348 336 3404 310 is_linear=0 shrinkage=0.04 Tree=44 num_leaves=31 num_cat=0 split_feature=28 28 23 33 30 15 15 24 28 28 28 30 28 30 9 23 1 30 35 0 0 21 30 0 0 1 0 30 29 0 split_gain=450.458 114.674 53.6144 79.6625 44.3862 34.3983 34.3624 27.1188 25.2063 22.4053 22.3751 22.3179 19.7108 18.1529 15.9117 14.7522 13.8117 12.7816 12.027 11.6971 9.70318 9.41696 14.5027 9.14212 11.1425 8.94945 9.17422 8.45528 8.01076 7.92003 threshold=22626.860677278342 25138.8679444142 988.43500000000142 16100.034250000002 594.09139670879711 21036.569750000006 26452.907500000005 2489.1250000000023 20966.029919703706 23639.606257191048 19768.950573568833 547.12667486166038 19390.206085185499 834.2204576692501 -0.98296291314453399 1920.1585000000016 1.0000000180025095e-35 171.84667588445942 22661.225280877978 19.500000000000004 7.5000000000000009 22074.525500000003 425.19547666520094 16.500000000000004 14.500000000000002 1.0000000180025095e-35 18.500000000000004 158.44563702188896 18526.138501729783 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 8 10 9 12 7 23 -1 19 -4 -12 -5 21 17 25 -13 -10 -8 -2 -16 22 -14 24 -3 -11 27 -27 -24 -18 right_child=1 6 3 5 -6 -7 18 -9 14 15 11 16 13 -15 20 -17 29 -19 -20 -21 -22 -23 28 -25 -26 26 -28 -29 -30 -31 leaf_value=-29.094823319801325 1.4915095873526547 6.1659806549233611 -26.697160627933297 -7.8282577549917916 22.842849722581143 -0.26221339694993845 48.47583573749074 21.808986669777205 0.25872375308974299 4.4137641811966413 -0.42675076423862013 11.009877720010886 2.0842752657080545 17.22274604715674 21.661973169842323 14.346127193801621 8.5915500566577041 5.9607566650447277 4.1553992562666693 -4.2729637948390176 -2.9850062540671081 2.4084458133559337 -0.70383977994347779 3.1730039284796665 12.247258870762129 1.9451153115752637 -0.45792151336106662 5.6133310718309239 8.6978612532804238 2.2242931706588145 leaf_weight=57819 4212 454 3597 106 103 471 279 113 437 967 1609 79 112 180 23 63 48 236 53 695 8746 207 23 276 153 1888 459 577 272 216 leaf_count=57819 4212 454 3597 106 103 471 279 113 437 967 1609 79 112 180 23 63 48 236 53 695 8746 207 23 276 153 1888 459 577 272 216 internal_value=-0.002149 0.00569296 -0.003237 0.000115606 0.00406783 0.00874982 0.0166626 0.0129478 -0.00358193 0.00376436 -0.00201766 0.00143033 0.0133333 0.0154962 -0.00166575 0.00600506 0.0106939 0.00426151 0.0278072 0.00195883 -0.00212065 0.0122215 0.0157543 0.0105866 0.0133311 0.00569417 0.00459097 0.00555781 0.0204068 0.00630303 internal_weight=84473 10292 74181 6920 8964 1371 1328 996 67261 8861 5549 1952 900 794 9442 3954 343 673 332 4907 8769 614 407 883 607 3891 2924 2465 295 264 internal_count=84473 10292 74181 6920 8964 1371 1328 996 67261 8861 5549 1952 900 794 9442 3954 343 673 332 4907 8769 614 407 883 607 3891 2924 2465 295 264 is_linear=0 shrinkage=0.04 Tree=45 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 23 34 23 21 1 30 24 0 30 28 0 0 21 27 31 33 0 1 27 9 30 27 28 0 0 split_gain=422.692 93.365 60.471 120.625 35.9181 33.4565 33.0733 23.5209 25.8664 19.82 23.0449 18.49 17.7307 17.0627 14.9264 14.0169 13.8016 13.295 12.305 11.6807 10.1838 10.1517 11.6217 9.23206 8.38529 9.13463 7.88119 7.84605 7.54295 7.35165 threshold=22817.826319282514 25138.8679444142 19959.2056348398 6.5000000000000009 594.09139670879711 1082.2274999999984 26999.665000000005 487.34600000000142 21864.585000000003 1.0000000180025095e-35 348.04149266744224 2730.0715000000005 17.500000000000004 97.225629048804137 21512.492539524192 14.500000000000002 19.500000000000004 22185.865250000006 737.8585000000013 23128.491796875005 16918.335500000005 13.500000000000002 1.0000000180025095e-35 181.05250000000345 -0.91597561503675329 217.57206333132783 -318.88674999999779 24176.500667701159 16.500000000000004 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 7 12 14 11 -4 -9 10 -7 28 13 -2 -5 19 -8 -12 -10 21 -17 22 -15 -14 25 -16 -22 -24 29 -3 right_child=1 6 3 5 -6 9 16 8 18 -11 17 -13 23 15 24 20 -18 -19 -20 -21 26 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-49.98229298419615 1.3273681183284227 7.338164208878136 -7.7178586484962786 -7.7690222784570713 22.290223513274718 0.94367867335587663 47.560081906288396 19.114616417785388 13.956184561891504 0.37724349533045176 12.26857873468237 18.447571742552231 -0.28242253459910488 6.3382963057418635 0.23918609032460744 5.0186187859238061 -4.5104020760153629 3.8392429114499613 3.3266001450148037 12.940689325422978 -0.86088592610725367 -0.9999474847712847 1.7185131244637841 3.6480212980260212 -2.0380508470036283 3.9448903648274065 7.110442115059497 5.7354091173088193 3.2741530443131523 11.757368515931708 leaf_weight=53265 2640 547 76 12346 86 347 266 243 30 1769 138 71 1792 389 1071 605 25 137 197 27 35 367 1000 486 5285 273 273 268 266 153 leaf_count=53265 2640 547 76 12346 86 347 266 243 30 1769 138 71 1792 389 1071 605 25 137 197 27 35 367 1000 486 5285 273 273 268 266 153 internal_value=-0.00216699 0.00587952 -0.00316198 -0.00139321 0.00424297 -0.00186764 0.0156988 0.0171722 0.0205106 0.00259138 0.00873312 0.0123549 0.00396245 0.00517202 -0.00242951 0.00725506 0.0276151 0.0173818 0.0108018 0.00541979 0.0113779 0.00507115 0.00640434 0.00098683 -0.000898477 0.00192262 0.0172987 0.00454889 0.0109068 0.0130857 internal_weight=84473 9296 75177 21912 7968 21366 1328 546 470 2391 622 1037 7882 5604 18975 2964 291 275 227 2051 913 2024 1657 2278 6629 1344 308 1268 966 700 internal_count=84473 9296 75177 21912 7968 21366 1328 546 470 2391 622 1037 7882 5604 18975 2964 291 275 227 2051 913 2024 1657 2278 6629 1344 308 1268 966 700 is_linear=0 shrinkage=0.04 Tree=46 num_leaves=31 num_cat=0 split_feature=28 28 30 28 0 28 19 30 24 16 27 1 28 30 10 31 21 0 30 17 0 35 23 35 0 30 0 24 13 1 split_gain=399.391 92.005 53.4728 102.57 67.7053 38.7817 36.6995 34.8021 27.372 25.8409 24.918 21.4412 17.3418 16.4536 20.2049 13.892 12.5127 11.517 13.1388 11.7306 10.801 10.641 10.374 9.17643 9.14541 8.90557 7.97115 8.61605 7.79417 7.63159 threshold=22626.860677278342 24886.103969492997 561.02947301335178 19456.608928125497 6.5000000000000009 20788.317298939455 26453.600000000002 594.09139670879711 2889.95325 18614.241250000003 857.68750000000193 1.0000000180025095e-35 23639.606257191048 109.52031535457225 0.37940952255126048 22473.937434895834 21864.585000000003 15.500000000000002 208.82929518272462 16172.390000000001 18.500000000000004 20255.514446428573 1747.2570000000007 22661.225280877978 16.500000000000004 58.669242741070342 14.500000000000002 448.47350000000012 0.29342972903661901 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 5 -4 10 -1 8 12 21 11 -5 -6 20 -7 15 17 -12 19 -19 -15 25 -3 29 -8 26 -2 27 -23 -9 -14 right_child=1 6 3 4 9 13 23 28 -10 -11 16 -13 22 14 -16 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-27.948959114181985 -0.28747689276649563 21.567608859391768 -22.473573605415133 17.867071600595963 9.3879151112407904 -3.8058371319922282 48.136390558659627 23.51030883373754 19.051332491131244 -7.2099629539827461 10.236309596387748 1.8115199981831958 3.8416784093475038 5.4695532091666967 -16.537655625877736 15.039929202552671 2.9438966559919533 0.90080827106907901 5.7535355264552619 -0.4442588934139417 -1.6209371903738501 3.9277877976081874 11.171649673195148 8.4591382516302183 2.5121204439593203 2.0930012581236306 10.893001092489829 7.3736752707892812 5.1457812353947565 2.2326447328130428 leaf_weight=57689 914 37 2849 237 187 5452 226 70 100 558 213 295 871 63 2061 27 186 979 465 2920 1150 403 77 71 398 2843 189 236 31 2676 leaf_count=57689 914 37 2849 237 187 5452 226 70 100 558 213 295 871 63 2061 27 186 979 465 2920 1150 403 77 71 398 2843 189 236 31 2676 internal_value=-0.00217693 0.00520715 -0.00320141 0.00101215 0.00886396 -0.00347514 0.0138313 0.00354866 0.011055 0.00257692 0.0191447 0.00936099 0.0032723 -0.00140286 -4.60485e-05 0.00146924 0.0130426 0.00129478 0.00422715 -0.000124708 0.00172244 0.00946001 0.00537086 0.0265724 0.00882219 0.00276071 0.0112174 0.00908294 0.0268911 0.00505554 internal_weight=84473 10292 74181 4525 1676 69656 1660 8632 1363 1040 636 482 8531 11967 6515 4454 399 4427 1444 2983 4907 1263 3624 297 1226 3757 828 639 101 3547 internal_count=84473 10292 74181 4525 1676 69656 1660 8632 1363 1040 636 482 8531 11967 6515 4454 399 4427 1444 2983 4907 1263 3624 297 1226 3757 828 639 101 3547 is_linear=0 shrinkage=0.04 Tree=47 num_leaves=31 num_cat=0 split_feature=28 31 0 28 0 23 23 24 34 28 24 1 30 21 28 9 30 21 25 15 21 0 30 27 30 27 19 22 30 24 split_gain=375.834 88.9096 56.1501 54.4498 140.892 32.8347 31.2896 29.3577 23.725 23.0666 18.0662 17.7045 21.506 15.0862 13.2693 13.4993 21.7098 13.1498 11.622 10.6927 10.24 9.36926 8.54594 7.78671 10.4239 7.63028 6.95182 6.06877 6.0145 5.85291 threshold=22626.860677278342 22749.580729166668 17.500000000000004 19631.585105601411 6.5000000000000009 1082.2274999999984 474.97400000000022 1978.2425000000005 27145.346250000006 23639.606257191048 2730.0715000000005 1.0000000180025095e-35 330.28134992691815 17513.536250000001 20928.753975591248 -0.91597561503675329 171.84667588445942 22185.865250000006 -2126.0387500000002 26452.907500000005 21864.585000000003 18.500000000000004 61.817226721143605 287.69125000000446 158.44563702188896 412.39500000000049 23913.957500000004 23165.032500000005 63.976663492157464 -105.67399999999905 decision_type=2 2 2 2 2 2 2 2 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 9 8 -1 6 14 -5 -8 10 21 25 12 -7 -11 -6 16 -16 -14 28 -4 -9 22 -2 -20 29 -3 -13 -26 -15 -25 right_child=1 2 19 4 5 11 7 20 -10 13 -12 26 17 18 15 -17 -18 -19 23 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-59.266131176164201 -0.20909369975022285 8.2512981187541055 -1.9563725018803504 -11.970712141967297 -11.666708698168691 0.40437506790514838 19.943338422145036 8.6417029108808059 50.975562793409161 19.20783760093471 13.109639325444173 -0.2885053835123505 10.290442277948085 2.8190265848730185 -1.4983046365791635 -3.335072314094389 3.8515517398205237 2.3390973240845954 2.2822832727108464 17.786680330369034 3.0226593346817601 -1.2683620029136369 2.0752511941586831 4.1939165773568208 3.3579026594980537 12.716731511464493 7.8723503889253301 8.3720922648846834 7.373537750941578 1.107749009280421 leaf_weight=49945 966 486 294 120 11083 361 233 192 163 63 162 1861 187 166 1564 7666 575 146 3064 41 185 1096 2811 149 59 60 63 126 219 367 leaf_count=49945 966 486 294 120 11083 361 233 192 163 63 162 1861 187 166 1564 7666 575 146 3064 41 185 1096 2811 149 59 60 63 126 219 367 internal_value=-0.00219682 0.00496619 0.0151708 -0.00319063 -0.00163492 -0.00217238 0.0156712 0.0193443 0.0205235 0.00361171 0.0173559 0.00205042 0.00752738 0.00577925 -0.00270165 -0.00162978 0.00117999 0.0148589 0.00548434 0.00125373 0.0124456 0.00173774 0.00268255 0.00480744 0.00861056 0.0138755 7.48431e-05 0.0167568 0.0121039 0.00568992 internal_weight=84473 10292 1206 74181 24236 23506 730 610 871 9086 708 2618 694 4213 20888 9805 2139 333 4150 335 377 4873 3777 3765 701 546 1924 185 385 516 internal_count=84473 10292 1206 74181 24236 23506 730 610 871 9086 708 2618 694 4213 20888 9805 2139 333 4150 335 377 4873 3777 3765 701 546 1924 185 385 516 is_linear=0 shrinkage=0.04 Tree=48 num_leaves=31 num_cat=0 split_feature=28 28 28 0 30 23 23 27 28 24 22 21 1 30 28 9 30 24 21 23 0 34 34 30 23 0 24 23 30 24 split_gain=356.472 83.3336 53.2564 141.527 34.6616 33.1165 30.1046 29.1986 26.8131 29.4257 21.9644 16.6897 15.7605 20.7766 13.8016 12.5853 18.7114 10.3396 10.3221 9.93487 8.54527 8.00786 7.97138 7.7186 7.55677 7.40993 16.3684 11.768 8.7034 7.88327 threshold=22626.860677278342 25917.584029383266 19524.404585156619 6.5000000000000009 594.09139670879711 474.97400000000022 1050.8099999999997 737.8585000000013 23978.514684770798 4182.7237500000001 21654.443000000003 21864.585000000003 1.0000000180025095e-35 330.28134992691815 20928.753975591248 -0.91597561503675329 171.84667588445942 460.41625000000028 22185.865250000006 -267.60899999999941 17.500000000000004 25273.627500000006 26344.951250000002 55.472904645504578 -274.32350000000037 14.500000000000002 232.7994999999992 -342.47550000000223 210.84675618813299 413.65450000000061 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 5 8 -4 14 -7 19 20 24 -9 13 -8 -5 16 -16 -12 -15 -2 25 -14 -19 -21 -3 29 27 -27 -28 -10 right_child=1 10 3 6 -6 7 12 11 9 -11 17 -13 21 18 15 -17 -18 22 -20 23 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=-60.769051036401429 -1.1522618810210705 7.1616874373736215 -12.0098346319347 -11.606848680448755 21.346094426497281 18.723239962451174 0.26963452245512032 10.491931204024075 1.7869541246346288 15.635009995956667 8.0677720523625709 2.7115424629560794 -0.39631754189505281 9.6898072787955876 -1.4275052646409021 -3.2178278583076576 3.6974896702277591 4.2966954975352243 2.4149169402949746 -0.074416150642863735 1.6258747449830988 9.9633579051382082 13.711972975151951 2.1217436707711617 46.709124017212019 1.3696652992454263 -0.17181430585932839 7.3394374309860897 9.5400267801205239 3.6532171718766389 leaf_weight=48949 1229 47 134 11887 106 189 389 252 844 95 291 212 2021 193 1557 7643 575 32 148 1100 846 32 81 3896 213 108 240 380 25 759 leaf_count=48949 1229 47 134 11887 106 189 389 252 844 95 291 212 2021 193 1557 7643 575 32 148 1100 846 32 81 3896 213 108 240 380 25 759 internal_value=-0.00221197 0.00476409 -0.00317984 -0.00168706 0.00381886 0.0150089 -0.00222459 0.0187259 0.00356564 0.00648226 0.0184699 0.0133276 0.0016917 0.00673973 -0.00272773 -0.00161432 0.00110319 0.0126337 0.0139472 0.00202088 0.00583135 -0.000103264 0.0229027 0.00281345 0.0275385 0.00706961 0.0103426 0.0146885 0.00233962 0.00553213 internal_weight=84473 10292 74181 25232 9628 787 24445 653 9522 3297 664 464 2783 730 21662 9775 2132 404 341 6225 3202 2053 113 4996 260 2356 753 488 265 1603 internal_count=84473 10292 74181 25232 9628 787 24445 653 9522 3297 664 464 2783 730 21662 9775 2132 404 341 6225 3202 2053 113 4996 260 2356 753 488 265 1603 is_linear=0 shrinkage=0.04 Tree=49 num_leaves=31 num_cat=0 split_feature=28 28 28 9 24 30 14 24 0 1 30 21 28 30 31 0 30 10 30 0 31 14 30 23 27 34 0 1 10 20 split_gain=338.85 79.9509 53.7398 115.986 59.5111 32.3426 31.684 18.5576 16.673 16.4668 16.1737 15.5451 15.3517 13.9612 13.5348 12.6431 12.3369 19.568 12.0396 11.5387 9.87741 9.8392 9.48884 10.5992 13.9815 9.5572 8.50156 9.03235 7.69881 7.23931 threshold=22626.860677278342 25138.8679444142 19736.38357678134 0.91597561503675362 2281.2812500000005 633.14466143343873 0.98174098242282837 591.14550000000247 17.500000000000004 1.0000000180025095e-35 55.472904645504578 21864.585000000003 20928.753975591248 834.2204576692501 23128.491796875005 18.500000000000004 109.52031535457225 0.37940952255126048 182.3310804235025 14.500000000000002 23582.875872395838 0.64414586362404946 158.44563702188896 153.82449999999884 -86.990000000001586 24594.417500000007 13.500000000000002 1.0000000180025095e-35 -0.78656609248549325 25926.137500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 12 -5 8 7 29 10 11 -2 -6 -4 -11 19 -8 -14 18 -18 21 -9 -12 23 24 -21 -24 27 -23 -20 -3 right_child=1 6 3 4 9 -7 15 20 -10 13 14 -13 16 -15 -16 -17 17 -19 28 22 -22 26 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-50.816094168940616 0.26528186733578757 4.1334218984159863 -9.3949539068080963 16.380873953534184 12.004703558560726 22.220910239526656 46.392023223150609 7.4180330648204231 0.18787583230588756 1.3399421601949379 0.13549180880098352 2.5823067977557441 -3.0990002462706538 13.199367746482507 10.820901509864367 8.2775962814198074 -0.45900349893168346 -15.633223092843169 0.25352852681928228 1.9751772278855515 14.191197454095358 5.7568612696710408 4.5312908662439932 0.59860063844667732 4.11549416088278 11.397339581464395 -0.53005938310054712 2.5331890335195761 3.6732551085304146 8.5065456686326932 leaf_weight=50941 1611 615 11042 295 91 68 184 207 2595 1082 878 147 4817 58 41 38 1938 1972 547 239 75 431 371 399 351 128 381 1471 1251 209 leaf_count=50941 1611 615 11042 295 91 68 184 207 2595 1082 878 147 4817 58 41 38 1938 1972 547 239 75 431 371 399 351 128 381 1471 1251 209 internal_value=-0.00222002 0.00458142 -0.00316367 -0.00156971 0.00857621 0.00322445 0.013741 0.0109729 0.00301439 0.00508563 0.00412569 0.0146555 -0.00235675 0.00308772 0.00531343 0.0275315 -0.00126366 -5.60712e-06 0.00169593 0.00511164 0.0198298 0.00374438 0.00801613 0.00574722 0.00915254 0.012513 0.00512834 0.00622082 0.00405339 0.00794175 internal_weight=84473 10292 74181 23240 1673 8964 1328 1106 8896 1378 6301 238 21567 1140 4690 222 10525 5708 3736 4649 282 3161 1488 989 590 499 2283 1902 1798 824 internal_count=84473 10292 74181 23240 1673 8964 1328 1106 8896 1378 6301 238 21567 1140 4690 222 10525 5708 3736 4649 282 3161 1488 989 590 499 2283 1902 1798 824 is_linear=0 shrinkage=0.04 Tree=50 num_leaves=31 num_cat=0 split_feature=28 28 34 16 30 28 0 23 28 23 30 24 30 30 23 31 9 35 0 22 21 13 35 28 28 27 24 27 13 24 split_gain=320.929 66.0668 63.9646 52.3001 34.0217 80.0937 35.9624 31.6053 23.523 24.1202 20.9179 16.2964 14.3582 13.0906 19.0595 23.2872 11.1957 10.4849 11.4517 10.279 9.46756 9.09019 8.5647 8.25727 7.47068 7.4147 9.91396 7.30583 7.12636 7.09925 threshold=23012.551498405235 20476.597578587021 26798.225000000006 19255.782500000005 633.14466143343873 19353.22745451182 6.5000000000000009 -274.32350000000037 24673.766717451519 1119.8194999999998 788.77855333263017 1610.9814999999992 547.12667486166038 75.435280979381417 -139.51750000000172 22473.937434895834 -0.98296291314453399 22382.528684895835 10.500000000000002 20943.949750000003 21913.745000000006 -0.92923668111203805 19106.337811755955 21747.295687369198 21207.556178529096 315.97250000000082 563.75749999999982 1466.883 0.87397152483179585 2281.2812500000005 decision_type=2 2 2 2 2 2 2 2 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 10 -1 -6 11 -4 12 25 20 -7 -2 -5 -15 16 21 -9 -19 -13 22 -16 -3 -18 -24 26 -10 -8 -23 -17 right_child=2 3 7 13 5 6 27 17 9 -11 -12 19 -14 14 15 29 23 18 -20 -21 -22 28 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-30.233657634140805 1.7898311965380285 3.0544966664271085 2.3736247426048638 -3.9672172474125493 -14.935844219650535 18.167302110589794 -5.6713497512108439 45.134532859813639 2.9242370280643586 11.780947919059248 13.289189866249101 12.895293078400984 9.9907306425561 -7.5455533538505994 9.8021586143718853 16.506104632841847 -1.8657905130258647 11.422477450813867 11.325790732116802 3.8152070677699359 0.91757437337019798 -1.6344514845227298 9.0645557935570888 0.70063078600586526 2.418654557524154 7.4476157866497452 5.3932078239113928 6.4920319407570899 3.8387606889567896 2.5633487288667478 leaf_weight=55848 6190 376 123 5149 2093 112 172 166 969 92 129 109 55 4005 130 51 3599 56 110 152 522 271 114 2912 70 221 318 91 228 40 leaf_count=55848 6190 376 123 5149 2093 112 172 166 969 92 129 109 55 4005 130 51 3599 56 110 152 522 271 114 2912 70 221 318 91 228 40 internal_value=-0.00222571 -0.00303956 0.00524337 -0.000890203 -0.0036852 0.000675704 0.0131069 0.0198242 0.0043977 0.008725 0.0071313 0.0210938 0.00328903 -0.00148306 -0.000717694 0.000508366 0.0002521 0.026241 0.0191325 0.0156169 0.00531608 0.00534817 0.00892857 -0.00024021 0.016 0.00751194 0.00634965 0.00177947 0.00289379 0.0206154 internal_weight=84473 76173 8300 17596 58577 2729 636 455 7845 1600 1211 373 6245 16385 11236 7231 7140 332 166 261 1082 629 560 6511 184 1508 1287 263 499 91 internal_count=84473 76173 8300 17596 58577 2729 636 455 7845 1600 1211 373 6245 16385 11236 7231 7140 332 166 261 1082 629 560 6511 184 1508 1287 263 499 91 is_linear=0 shrinkage=0.04 Tree=51 num_leaves=31 num_cat=0 split_feature=28 31 30 28 0 0 28 24 31 28 24 30 0 21 16 21 30 1 0 35 17 14 30 0 29 25 1 27 13 30 split_gain=302.351 72.1892 55.9639 89.3983 55.7373 49.5107 40.2826 31.2418 19.191 17.9542 16.5515 16.3931 20.2359 14.2157 14.1601 13.639 12.7888 12.5783 8.7687 10.0606 9.70046 8.76688 8.74199 8.44379 7.67757 7.65607 6.88279 6.26853 6.25123 6.15796 threshold=22567.36053741425 22749.580729166668 594.09139670879711 19170.71226787673 6.5000000000000009 17.500000000000004 20615.11295294626 1610.9814999999992 24106.102994791672 23639.606257191048 2730.0715000000005 109.52031535457225 19.500000000000004 21864.585000000003 18427.119000000002 17513.536250000001 182.3310804235025 1.0000000180025095e-35 15.500000000000002 22106.913197544647 16454.613500000003 0.86439018870140905 107.3178035983771 19.500000000000004 18326.706470294044 -2126.0387500000002 1.0000000180025095e-35 275.91999999999831 0.29342972903661901 58.669242741070342 decision_type=2 2 2 2 2 2 2 2 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 9 6 -4 7 8 -1 -5 10 23 -3 -8 16 21 17 -11 -13 -6 19 20 -18 24 -7 29 -9 -17 -27 -14 -12 -2 right_child=1 5 3 4 14 22 11 13 -10 15 28 12 27 -15 -16 25 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-26.632009925225759 -0.22789994666293825 7.3461828768136632 -21.974751678475023 16.855388404093478 6.943364582747086 10.417109289104243 -3.614109216431534 2.3915983241588643 43.139174197988616 14.780398006799805 11.07355885756292 -0.86855809020316543 -19.983271189694783 2.0937117983285241 -6.8624935000844207 4.9139834551634269 3.8607560480497893 0.73823296445910458 4.4890171079623986 10.527177418587085 0.41041335940690915 18.569026775764925 -4.0947852850772577 -4.0708441307967504 5.5171186191625825 3.1970076126142719 1.6628276952753913 3.9084141707437285 6.4979671405376092 1.5606190025929112 leaf_weight=56616 1109 542 2274 182 165 77 5967 84 173 63 113 2367 2151 223 435 385 201 251 711 31 1719 62 261 683 197 937 2828 213 46 3407 leaf_count=56616 1109 542 2274 182 165 77 5967 84 173 63 113 2367 2151 223 435 385 201 251 711 31 1719 62 261 683 197 937 2828 213 46 3407 internal_value=-0.00223707 0.00407229 -0.00314474 0.00153576 0.00878299 0.0132607 -0.0034038 0.0167487 0.0182883 0.00288908 0.0153438 -0.00142814 -0.00016935 0.0121131 0.00178143 0.00482981 0.00126546 0.00705769 0.00316754 0.00178165 0.00141667 0.0172245 0.000260354 0.00131641 0.0142206 0.0045494 0.004 -0.00322166 0.0266918 0.00194331 internal_weight=84473 10624 73849 3873 1599 1212 69976 748 874 9412 701 13360 7393 566 851 4213 5029 416 2662 1951 1920 343 338 5199 281 4150 3765 2364 159 4516 internal_count=84473 10624 73849 3873 1599 1212 69976 748 874 9412 701 13360 7393 566 851 4213 5029 416 2662 1951 1920 343 338 5199 281 4150 3765 2364 159 4516 is_linear=0 shrinkage=0.04 Tree=52 num_leaves=31 num_cat=0 split_feature=28 28 23 33 30 24 28 28 30 30 19 0 30 29 29 34 9 30 31 0 28 34 30 23 23 30 1 14 35 27 split_gain=282.446 66.2704 56.1476 84.6406 39.1009 29.1999 24.865 24.17 22.9273 20.3247 15.6737 14.6231 15.6959 14.5975 14.3229 14.1447 12.1083 19.0073 12.0405 13.1115 11.725 10.3552 9.99715 9.31696 14.3272 10.9481 8.75804 8.25523 7.88718 7.40057 threshold=22567.36053741425 25138.8679444142 817.79799999999989 16100.034250000002 834.2204576692501 591.14550000000247 20720.547441036451 19736.38357678134 633.14466143343873 534.66535094519145 21871.556500000002 17.500000000000004 55.472904645504578 18366.544711087463 26284.491898636807 26656.795000000002 -0.91597561503675329 171.84667588445942 23128.491796875005 14.500000000000002 20146.009564449512 26133.473750000005 165.13426374839841 -333.59850000000091 39.348749999999207 158.44563702188896 1.0000000180025095e-35 0.64414586362404946 21903.773046875005 138.50050000000377 decision_type=2 2 2 2 2 2 2 2 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 8 6 7 10 14 -1 -4 11 -9 13 12 -2 -5 29 22 17 -8 19 27 -15 -12 -7 -21 -25 -26 -11 -14 -16 -3 right_child=1 5 3 4 -6 15 16 9 -10 26 21 -13 18 20 28 -17 -18 -19 -20 23 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-26.827359564003618 0.088126970063830662 2.2423014084136539 -19.943659087719013 -2.1879108156917684 15.322987191514422 4.5121286324658989 -1.537423362929379 -0.30262525644468541 18.201382061852907 10.434215330209751 0.80874482367359113 -0.0060747500919063639 -0.0099754991598054125 9.8735389974441823 27.713891061013129 42.416368762496425 -3.4384947234934011 3.7046559784284883 9.4882239834600881 -0.66625826665397159 3.8509431981073932 10.433428657465559 12.961021730971714 5.2757329791194465 0.99472791906975988 5.3791551368081194 3.1460991288505364 2.6099125910868683 10.716918208051391 8.8261407924508326 leaf_weight=54077 1699 497 4895 99 258 169 1803 1992 71 82 912 2685 939 117 128 136 8441 623 41 178 203 49 48 450 533 373 298 2327 163 187 leaf_count=54077 1699 497 4895 99 258 169 1803 1992 71 82 912 2685 939 117 128 136 8441 623 41 178 203 49 48 450 533 373 298 2327 163 187 internal_value=-0.00225175 0.00384638 -0.00312903 -0.000150478 0.00806349 0.0122048 -0.00353745 -0.00200193 0.00265232 0.00131197 0.0053913 0.00247805 0.00349847 0.0118473 0.0086359 0.0220623 -0.00179148 0.000699092 0.00465937 0.004475 0.016 0.00257648 0.0157235 0.00752542 0.00865487 0.00575717 0.00978947 0.00304225 0.0160687 0.00547368 internal_weight=84473 10624 73849 8905 1638 1328 64944 7267 9296 2372 1380 9225 6540 419 975 353 10867 2426 4841 4800 320 961 217 1534 1356 906 380 3266 291 684 internal_count=84473 10624 73849 8905 1638 1328 64944 7267 9296 2372 1380 9225 6540 419 975 353 10867 2426 4841 4800 320 961 217 1534 1356 906 380 3266 291 684 is_linear=0 shrinkage=0.04 Tree=53 num_leaves=31 num_cat=0 split_feature=28 28 9 24 31 0 28 21 27 1 21 0 28 21 30 21 17 21 30 23 9 31 30 3 13 1 0 30 23 13 split_gain=264.284 60.3068 128.605 69.3364 58.9785 52.9909 17.6749 17.4106 17.2985 16.8424 16.4253 13.5796 13.3356 12.8482 12.257 11.2167 10.4929 9.3823 9.17798 12.4926 8.13554 7.92354 7.30598 7.27888 7.20714 6.98534 6.67442 5.97201 5.78661 5.73292 threshold=22753.044317171043 19421.760309143268 0.91597561503675362 2110.6962500000013 23128.491796875005 12.500000000000002 20928.753975591248 26453.600000000002 279.86149999999913 1.0000000180025095e-35 21864.585000000003 6.5000000000000009 23639.606257191048 16439.980250000004 89.278721113152997 21964.895500000002 16496.065000000006 21724.290000000005 63.976663492157464 -168.84750000000074 -0.98296291314453399 22473.937434895834 101.82561482793066 10.500000000000002 0.39036257410962044 1.0000000180025095e-35 19.500000000000004 362.82841873165364 1920.1585000000016 -0.90893996196865023 decision_type=2 2 2 2 2 2 2 2 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 15 12 7 -3 -6 14 10 -5 17 26 -14 23 27 -8 -11 -18 -20 29 -22 -9 -7 -17 -15 -2 -4 -27 -21 right_child=4 2 3 9 5 8 16 22 -10 11 -12 -13 13 25 -16 24 18 -19 19 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-57.302752993147806 1.0109531074345501 -8.447628307222903 8.7834568127722328 10.845365468931814 31.321507805874571 19.059714912650929 6.0878890172723565 1.4743909703646034 17.233104686951265 7.6437057609653927 2.0786630662132102 0.24315444085247837 14.541932662403278 3.5890423618814431 -1.3281084715572034 9.056297390936777 -3.6834611281615395 1.5952335108240496 -6.3317641896212606 6.6320727871417908 -0.047184414581679518 9.6887533244864095 10.080546372510614 4.4027670664390977 -1.2144448670964798 1.9472293746798284 -3.5998569098886541 18.130516591088909 7.8518917061307105 1.6346292116975278 leaf_weight=47952 3712 13742 38 117 298 25 70 63 103 157 153 1008 23 1076 344 47 2915 192 2703 133 4953 21 37 166 38 3219 536 248 26 358 leaf_count=47952 3712 13742 38 117 298 25 70 63 103 157 153 1008 23 1076 344 47 2915 192 2703 133 4953 21 37 166 38 3219 536 248 26 358 internal_value=-0.00226548 -0.00306794 -0.00155178 0.00821221 0.00397258 0.0129884 -0.00233541 0.0244422 0.00584326 0.00465396 0.0137778 0.00283861 0.00288547 0.00444383 0.00295327 0.0238167 -0.00115234 0.00963897 -0.00124984 -0.000562195 0.000537968 5.3075e-05 0.01 0.0110785 0.0110588 0.00428512 0.0012919 0.0276084 0.00335901 0.0054501 internal_weight=84473 74845 26893 1998 9628 1036 24895 398 638 1627 270 1357 8592 4344 535 371 11153 349 11083 8168 5465 4974 100 191 85 4321 4248 286 3245 491 internal_count=84473 74845 26893 1998 9628 1036 24895 398 638 1627 270 1357 8592 4344 535 371 11153 349 11083 8168 5465 4974 100 191 85 4321 4248 286 3245 491 is_linear=0 shrinkage=0.04 Tree=54 num_leaves=31 num_cat=0 split_feature=28 28 9 24 28 3 23 30 28 30 17 21 35 0 30 23 30 9 30 31 0 30 24 23 0 29 10 31 21 30 split_gain=250.834 53.9827 128.261 65.8857 52.1321 25.779 17.694 17.0182 15.6749 15.274 15.0471 14.4957 13.0333 12.784 14.1558 12.3385 11.0524 15.824 11.1742 10.2601 11.2727 8.36014 8.66041 10.6495 8.148 8.10112 8.08798 11.7209 8.03483 8.41732 threshold=22567.36053741425 19317.323617331283 0.91597561503675362 1978.2425000000005 25138.8679444142 10.500000000000002 1159.6050000000016 633.14466143343873 20442.294927291183 547.12667486166038 16496.065000000006 21864.585000000003 18875.380509672625 17.500000000000004 58.669242741070342 -261.29449999999991 89.278721113152997 -0.91597561503675329 202.35369738708064 23128.491796875005 14.500000000000002 225.0276895985867 169.1045000000004 -333.59850000000091 16.500000000000004 21439.0633198057 0.60355339059327384 22473.937434895834 21964.895500000002 405.8782314498589 decision_type=2 2 2 2 2 2 2 2 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 8 28 7 15 24 13 -3 -5 -10 12 -11 14 -2 -6 -12 18 -18 20 -16 22 23 -22 -7 -9 27 -19 29 -4 right_child=4 2 3 9 5 6 -8 25 10 11 16 -13 -14 -15 19 -17 17 26 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-59.144351173107573 0.10611145793888485 -13.00092880578058 8.3387651032541772 -0.25714561615360798 7.5236056742705113 6.4649820281989285 10.544551572747187 3.0936341250949044 4.894930587696356 2.4799591239417746 -3.9950487847367713 1.1142495109812094 8.2797374432909425 -0.065559001557476154 1.6978422315450175 40.256869616753541 0.33053830482570007 -1.0451773250158163 4.4422016958179862 8.4901897607985504 -1.0018324459976302 7.8359036008378737 1.3949702178902934 3.7093512447390977 1.4026167921330852 19.020602459486508 -28.329323363824102 9.1568552351706529 7.1334666386486676 17.812670937102858 leaf_weight=46953 1828 10309 49 606 38 801 62 29 183 290 5547 505 303 2685 3182 130 1202 5201 521 41 156 213 488 632 297 42 1851 25 68 236 leaf_count=46953 1828 10309 49 606 38 801 62 29 183 290 5547 505 303 2685 3182 130 1202 5201 521 41 156 213 488 632 297 42 1851 25 68 236 internal_value=-0.00228064 -0.00310737 -0.00167847 0.00792027 0.00346611 0.0108795 0.00875862 0.00240706 -0.00247337 0.00466197 -0.00162698 0.00747541 0.0117167 0.00225691 0.00321101 0.0255238 -0.00177236 -0.00089091 0.00254672 0.00437012 0.00419525 0.00706783 0.00584326 0.00843655 0.0075847 0.0219155 -0.00172785 -0.000923078 0.0236487 0.0265965 internal_weight=84473 73849 26896 2057 10624 1328 1160 9296 24839 1704 14530 1098 593 9225 6540 168 14347 8800 1723 4712 4671 1489 1276 788 1098 71 7077 5226 353 285 internal_count=84473 73849 26896 2057 10624 1328 1160 9296 24839 1704 14530 1098 593 9225 6540 168 14347 8800 1723 4712 4671 1489 1276 788 1098 71 7077 5226 353 285 is_linear=0 shrinkage=0.04 Tree=55 num_leaves=31 num_cat=0 split_feature=28 21 30 31 0 15 28 24 28 27 21 21 28 30 10 30 17 14 24 30 0 34 28 21 3 30 23 33 28 30 split_gain=236.739 64.4793 83.9571 44.1889 43.7542 20.0705 28.3152 24.8165 14.9623 14.0838 13.9038 12.8507 11.9805 12.0077 12.3532 11.2072 9.40033 9.2503 8.82777 8.78047 9.76644 8.27473 8.05301 8.02666 7.74053 7.72614 7.2852 30.9676 18.1172 18.8406 threshold=23012.551498405235 20436.907500000005 547.12667486166038 23128.491796875005 12.500000000000002 20783.258250000003 18952.032063945324 1610.9814999999992 21838.472043489073 279.86149999999913 26453.600000000002 21864.585000000003 20312.710661382396 96.087956466311809 0.37940952255126048 89.278721113152997 19750.331750000005 0.80290535434334509 4757.6867500000017 250.60493373101357 15.500000000000002 24416.021500000006 24522.192792716192 16693.100000000002 10.500000000000002 101.82561482793066 713.50449999999921 15900.542500000001 18952.032063945324 472.39746119713465 decision_type=2 2 2 2 2 2 2 2 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 12 18 10 6 -4 16 26 15 -5 17 21 -14 19 24 -8 -9 22 -15 -21 -3 -2 -24 -6 -12 -1 -28 -29 -30 right_child=3 2 5 4 9 -7 7 11 -10 -11 25 -13 13 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 29 -31 leaf_value=-25.074564649459525 1.3374484404541509 -14.605151444877615 -11.053687075212801 29.028418239154433 16.687051531474687 -0.40013535801851902 14.887837831011586 4.7517062966777432 1.2722187519742638 14.933505714803033 1.1568160504220406 1.7821733644562781 -2.8288385197648087 -0.11067695511478468 -11.790761127658657 -1.4883193287660907 -2.5582680303591703 10.732505133201348 10.542311597964638 0.84232393513472503 5.5406979467289021 11.732289067400664 8.0656648425969042 2.593046416395079 3.9680571026535256 9.3863219822905499 -11.95422073926788 -7.5505067632235425 2.428957464962028 14.755953559511834 leaf_weight=50327 5797 4593 219 290 25 344 171 398 715 103 63 356 5170 4129 1762 332 20 90 67 1158 393 89 23 1397 166 37 5602 275 183 179 leaf_count=50327 5797 4593 219 290 25 344 171 398 715 103 63 356 5170 4129 1762 332 20 90 67 1158 393 89 23 1397 166 37 5602 275 183 179 internal_value=-0.0022849 -0.00298389 -0.000957443 0.00413012 0.0119449 0.00781477 0.0101627 0.0129275 -0.00365224 0.00539297 0.0224615 0.00998104 -0.00176801 -0.00112655 -9.78241e-05 0.0027304 0.0259476 0.0141967 0.00304009 0.000809858 0.00337589 -0.00349594 0.00290592 0.00560563 0.0104503 0.0096 -0.00372492 -0.00243565 0.00592151 0.0118011 internal_weight=84473 76173 18892 8300 1016 1598 1254 1035 57281 626 390 844 17294 12612 7442 523 191 488 7284 5680 1551 4682 7217 1420 191 100 56566 6239 637 362 internal_count=84473 76173 18892 8300 1016 1598 1254 1035 57281 626 390 844 17294 12612 7442 523 191 488 7284 5680 1551 4682 7217 1420 191 100 56566 6239 637 362 is_linear=0 shrinkage=0.04 Tree=56 num_leaves=31 num_cat=0 split_feature=28 28 9 23 34 0 28 23 28 2 30 1 30 0 30 30 0 27 10 30 21 0 30 15 28 21 14 27 1 13 split_gain=224.338 55.565 128.028 73.7194 43.2304 28.2476 19.6591 24.3793 18.5779 15.721 14.8952 13.858 13.2652 18.504 17.126 13.176 9.38799 8.45 7.96267 9.04718 7.60374 6.92 7.19468 6.87948 6.55545 6.16954 6.44276 5.93997 7.38556 8.4849 threshold=22567.36053741425 19098.659764133641 0.91597561503675362 1319.2449999999992 26798.225000000006 13.500000000000002 23978.514684770798 1841.0500000000013 20378.147100621853 3.5000000000000004 999.71168524896132 1.0000000180025095e-35 89.278721113152997 19.500000000000004 182.3310804235025 391.74903798481489 6.5000000000000009 189.61875000000148 -0.60355339059327384 337.44273729936612 21864.585000000003 19.500000000000004 58.669242741070342 21730.273750000004 19557.836313089425 21817.55125 0.63089349388778826 197.79499999999919 1.0000000180025095e-35 0.77244481603295057 decision_type=2 2 2 2 2 2 2 2 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 8 15 6 9 21 -8 -3 -6 11 20 -10 14 -14 -4 -13 -7 -16 -20 24 22 -2 -21 -5 26 -17 -15 29 -29 right_child=4 2 3 10 5 17 7 -9 12 -11 -12 16 13 27 18 25 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-65.420405879098979 -0.21806584954633845 -13.500457120941029 7.6569105822404095 1.614028617424905 36.032141675746388 3.7964553703460435 2.4794860001456303 12.917575037592973 -3.6205342973212842 2.5262718610999726 15.068538985075806 2.4584657626683315 -0.87352669991402576 -19.437400964050678 0.51949379516316063 7.4326060039604913 -0.053268910722368348 16.861775348512456 2.0691096600456311 7.4223227104640612 1.9146803412785749 -2.5832921351938114 1.5449877271546273 -0.82447219094804525 11.322643841885524 8.5564568458346244 19.233485402992585 1.2511706591858371 -6.8081792570676383 9.103634640024632 leaf_weight=44955 1426 11466 65 52 152 196 3506 63 5789 72 63 451 3843 2619 1063 85 1083 49 1205 234 152 849 4311 48 102 57 173 91 190 63 leaf_count=44955 1426 11466 65 52 152 196 3506 63 5789 72 63 451 3843 2619 1063 85 1083 49 1205 234 152 849 4311 48 102 57 173 91 190 63 internal_value=-0.00228868 -0.00307054 -0.00170195 0.00738852 0.00314608 0.0150192 0.00259773 0.00498851 -0.00248183 0.0252857 0.00417656 0.00352174 -0.00156223 -0.00063104 0.000580008 0.0234737 0.00197132 0.00563265 0.00312157 0.00501143 0.0112941 0.00130216 0.00180094 0.011461 0.0175584 0.0268571 0.0294884 -0.00324401 0.00169767 0.00820779 internal_weight=84473 73849 28894 2283 10624 469 10155 3569 26611 224 1903 1840 15145 9356 6393 380 1534 245 2550 1487 306 6586 5737 282 154 315 258 2963 344 154 internal_count=84473 73849 28894 2283 10624 469 10155 3569 26611 224 1903 1840 15145 9356 6393 380 1534 245 2550 1487 306 6586 5737 282 154 315 258 2963 344 154 is_linear=0 shrinkage=0.04 Tree=57 num_leaves=31 num_cat=0 split_feature=28 28 16 33 23 30 34 28 28 23 24 28 9 15 35 28 21 30 30 1 0 30 36 24 27 0 22 30 30 30 split_gain=215.843 58.3955 60.4101 40.3676 22.9682 21.5494 56.7681 20.1457 17.4242 17.1659 14.8074 12.2869 13.2795 12.0376 11.7353 11.2239 11.0532 10.54 9.83878 9.80755 7.43753 10.054 7.31429 6.6 6.45488 7.53172 9.46291 6.42809 6.42166 6.29404 threshold=22753.044317171043 19928.995932459988 18954.912500000002 19061.857500000006 -261.29449999999991 651.90431132161746 23746.230000000003 24673.766717451519 18912.854158012531 962.37949999999921 3018.4825000000014 21377.470563991137 0.91597561503675362 21236.637000000002 20583.320848214291 18952.032063945324 21864.585000000003 594.09139670879711 348.04149266744224 1.0000000180025095e-35 19.500000000000004 144.67794003813268 3739.6511136635736 -480.34399999999999 275.91999999999831 12.500000000000002 19626.471500000003 63.976663492157464 97.225629048804137 81.756621987701905 decision_type=2 2 2 2 2 2 2 2 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 10 7 -5 -1 8 17 -7 24 16 12 -4 -13 -10 -8 18 20 -3 -12 21 -2 -6 -15 25 26 -9 -25 -26 -27 right_child=3 2 11 4 22 6 15 9 14 -11 19 13 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 28 29 -28 -29 -30 -31 leaf_value=-36.719540022299547 0.48624507338522849 0.17670095161269242 -4.9176754620111591 0.18392263539399287 37.253762190938581 -20.465522618161792 -1.2424177630560653 5.2486076314840648 2.3529730891590876 7.8780552499576881 5.3409289143869705 6.0158389818453797 15.036281215804259 -6.2056445193529166 15.866073198291563 14.142131971167913 1.9451070022875485 6.3348179059338054 10.767408409303565 0.80272985862950752 -1.6528765901707112 2.7294842776361921 14.34410967890668 -2.0328400231459334 3.1491353949089493 2.4493388108332583 3.6750447626035303 0.31355950324214255 10.234862524480436 -0.45362470514961106 leaf_weight=50718 4387 50 12142 61 112 1589 24 42 434 136 332 215 36 1363 30 138 163 77 235 940 817 2329 28 1741 153 399 504 4695 116 467 leaf_count=50718 4387 50 12142 61 112 1589 24 42 434 136 332 215 36 1363 30 138 163 77 235 940 817 2329 28 1741 153 399 504 4695 116 467 internal_value=-0.00230052 -0.00302572 -0.00128916 0.00333693 0.0210746 -0.00374458 0.000117381 0.00295873 -0.00168144 0.00674298 0.00590698 -0.00190214 -0.00270258 -0.000685801 0.00513793 0.0229136 0.0121607 0.00205519 0.0169123 0.0037044 0.00190469 0.00234306 0.03 -0.000943199 0.00563712 0.00455524 0.00823443 -0.000407708 0.011316 0.00223556 internal_weight=84473 74845 21912 9628 201 52933 2215 9427 2053 1817 1720 20192 12178 8014 464 162 448 7610 285 1272 7533 6716 140 7799 1681 1412 546 6436 269 866 internal_count=84473 74845 21912 9628 201 52933 2215 9427 2053 1817 1720 20192 12178 8014 464 162 448 7610 285 1272 7533 6716 140 7799 1681 1412 546 6436 269 866 is_linear=0 shrinkage=0.04 Tree=58 num_leaves=31 num_cat=0 split_feature=28 30 33 28 3 28 23 21 28 24 23 30 23 0 33 33 21 23 30 9 28 23 35 28 13 30 0 13 32 17 split_gain=206.036 51.6395 71.9598 44.7728 29.8946 29.3813 26.5775 17.114 27.1906 18.69 16.2054 15.1895 17.6595 15.131 16.0839 14.3263 13.8567 13.7955 10.9098 7.82184 6.65814 8.51794 6.52227 6.45434 6.42189 6.3734 6.68436 10.2774 6.20606 6.19022 threshold=21991.402350082379 547.12667486166038 15848.720000000003 24673.766717451519 10.500000000000002 20312.710661382396 626.64999999999975 21864.585000000003 18912.854158012531 1610.9814999999992 1553.2549999999994 117.85704765114799 -18.947499999998396 19.500000000000004 18543.040000000005 17232.297500000004 20308.003750000003 -261.29449999999991 61.817226721143605 -0.98296291314453399 23430.140156976577 2369.7549999999997 22382.528684895835 19207.61960827572 0.69676570133721638 160.17879296834562 15.500000000000002 0.59177612190863982 3378.7717117835355 16249.233000000002 decision_type=2 2 2 2 2 2 2 2 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 13 17 -1 -4 8 -8 24 -6 -7 -13 14 18 19 -3 -5 -2 -14 -20 25 -9 -18 -10 -22 -27 -28 -19 -21 right_child=3 2 6 4 10 11 7 22 9 -11 -12 12 15 -15 -16 -17 23 28 20 29 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-27.050267588076878 -0.18532360405869283 -17.779591267600196 -30.882725906748096 5.5831622264449834 3.417688303894725 -3.9721614573134509 -1.1110862523142258 1.1164098983843478 16.616200271494868 6.8615377617838043 8.2001916814481817 -6.7867145198206229 5.8648181074438401 -3.470385075691421 12.807061326083076 11.190260784226606 -5.2422973322180964 35.903522419072836 1.0237247933480795 3.1566364887857397 1.4081205390687945 12.132483476378404 7.9674707706070107 3.8447934811611044 9.9952790968892309 2.3919536830360846 2.7209387707015713 7.2078319165396083 10.231531623423653 0.066805204035848872 leaf_weight=53134 2667 2742 240 42 1760 6413 143 345 119 379 58 2792 303 1581 51 57 239 110 4528 233 1724 28 33 381 80 643 222 176 22 3228 leaf_count=53134 2667 2742 240 42 1760 6413 143 345 119 379 58 2792 303 1581 51 57 239 110 4528 233 1724 28 33 381 80 643 222 176 22 3228 internal_value=-0.002301 -0.00316682 0.000884066 0.00220629 0.00774699 -0.00345466 0.00872591 0.0113594 0.0149736 0.0188374 0.00623102 -0.00175219 -0.000407078 0.00125645 0.00182926 0.00135985 -0.00223914 0.0235862 0.00171486 0.00105845 0.00251277 0.00404869 0.00446561 0.00316129 0.0287638 0.0038264 0.00629779 0.0103719 0.0299394 0.000518924 internal_weight=84473 70861 4701 13612 1992 66160 1339 1099 721 578 1818 13026 6613 11620 10039 3821 3362 174 9988 3764 7321 2793 378 620 199 2765 1041 398 132 3461 internal_count=84473 70861 4701 13612 1992 66160 1339 1099 721 578 1818 13026 6613 11620 10039 3821 3362 174 9988 3764 7321 2793 378 620 199 2765 1041 398 132 3461 is_linear=0 shrinkage=0.04 Tree=59 num_leaves=31 num_cat=0 split_feature=28 23 33 33 28 23 30 28 30 23 28 1 33 27 9 30 0 21 28 30 36 21 13 23 1 30 14 30 28 23 split_gain=193.727 50.111 76.6842 42.9351 28.0548 25.6366 23.4297 22.6478 23.0192 19.5681 17.4511 13.3288 10.7117 11.0074 10.5676 21.6618 10.2884 9.65767 9.25655 8.1546 6.93517 6.84598 6.83732 6.52244 6.33768 5.59736 5.47953 5.41471 5.08742 4.9934 threshold=21991.402350082379 752.32599999999923 16100.034250000002 19061.857500000006 23430.140156976577 -261.29449999999991 834.2204576692501 19133.008352018198 472.39746119713465 1920.1585000000016 20312.710661382396 1.0000000180025095e-35 17232.297500000004 594.88350000000003 -0.91597561503675329 171.84667588445942 19.500000000000004 21817.55125 25138.8679444142 788.77855333263017 3739.6511136635736 21817.55125 -0.39036798905311365 1159.6050000000016 1.0000000180025095e-35 40.388761349250494 0.80290535434334509 340.95608111853102 19768.950573568833 -434.43299999999994 decision_type=2 2 2 2 2 2 2 2 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 16 -5 12 -3 -9 18 -1 21 27 -14 15 -12 25 26 24 28 -7 -10 -11 -20 29 -2 -8 -4 -13 -6 right_child=3 2 6 5 9 20 17 8 11 22 14 19 13 -15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-29.31442609803058 -1.2420319587281718 -26.537452142537383 -1.1078441938219838 -0.3577289038801037 -2.2858520013683741 34.31092392759296 8.1268922295824435 -1.2408563031404809 8.6480109084632311 7.7324555403189157 -1.7812661374794652 -2.6143002498248329 10.62261892302101 2.4046239219002605 -4.183699837719697 3.7216126013917052 -7.8747621768543219 5.4716856079790412 3.5816565522248385 7.1621919314152773 13.633637759594567 4.4986084217323139 7.2217454588632197 6.5934063679650636 1.007325117174968 0.81689088698872947 16.184818198784839 2.9859971029927772 2.3866905036979218 2.6015443753491359 leaf_weight=50036 903 4576 264 67 124 115 68 2411 113 43 2147 195 90 132 8857 608 1210 83 1097 103 28 43 84 50 3652 5173 99 706 330 1066 leaf_count=50036 903 4576 264 67 124 115 68 2411 113 43 2147 195 90 132 8857 608 1210 83 1097 103 28 43 84 50 3652 5173 99 706 330 1066 internal_value=-0.0023171 -0.00315666 -0.000405081 0.00205348 0.00177227 0.02 0.00806657 -0.0019771 0.000607198 0.00376978 -0.00356787 0.00656122 0.00573154 0.0136577 -0.00217086 -7.26048e-06 9.55247e-05 0.0192 0.00344031 0.00396178 0.0295664 0.0170256 0.0193071 0.00667132 0.00267493 0.000766293 0.0247425 0.00391752 0.00194286 0.00521008 internal_weight=84473 70861 9213 13612 13402 210 1442 7771 3195 6116 61648 784 1192 222 11612 2755 7286 250 5989 628 143 156 127 1147 4842 6076 167 970 525 1190 internal_count=84473 70861 9213 13612 13402 210 1442 7771 3195 6116 61648 784 1192 222 11612 2755 7286 250 5989 628 143 156 127 1147 4842 6076 167 970 525 1190 is_linear=0 shrinkage=0.04 Tree=60 num_leaves=31 num_cat=0 split_feature=28 28 30 33 23 15 23 28 21 28 24 9 24 21 23 23 30 21 33 13 36 30 9 13 30 30 30 0 30 28 split_gain=184.098 46.5513 43.486 61.4571 30.6 21.6873 21.1013 18.888 15.373 25.2858 16.4216 15.1033 17.7723 12.7862 14.3358 12.5674 11.7593 11.1658 9.05012 7.14368 6.67778 6.52146 13.1028 13.1625 6.4451 6.95422 5.91029 5.68986 5.68181 5.41816 threshold=21422.717442394216 23978.514684770798 547.12667486166038 15848.720000000003 1651.0650000000007 26452.907500000005 626.64999999999975 19928.995932459988 21772.158250000004 18912.854158012531 1610.9814999999992 0.78656609248549325 2380.0257500000012 23687.499000000007 -127.36400000000138 -267.60899999999941 58.669242741070342 20205.623750000002 18543.040000000005 0.78857998149907527 3243.8025759686652 117.85704765114799 -0.91597561503675329 -0.89406062840022227 999.71168524896132 671.4688051908488 330.28134992691815 12.500000000000002 253.19305877407245 23430.140156976577 decision_type=2 2 2 2 2 2 2 2 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 15 7 17 5 -3 -5 -1 9 -8 19 21 -13 14 -7 -2 -17 -4 29 -11 27 -9 23 -23 25 -12 -6 -15 -14 -18 right_child=1 4 3 6 26 13 8 11 -10 10 24 12 28 20 -16 16 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-34.182263869093632 -2.8740208837204371 2.0550348719485783 -18.102077385645579 -26.998494730336219 4.7689640635058161 13.990376627231814 -1.1855561109296924 -5.832655387139221 1.7056855730767593 15.543672075594555 6.31753394800214 15.412760982337826 -2.8062440472382431 7.1050144320699609 34.532158145171856 -1.0676209857687498 0.63380519310868033 2.0474628510740072 11.79479828981272 5.5059029856138002 -0.43334567492545889 7.5942017339294487 -4.6247143435626352 -0.074558459374631847 14.44312518253829 2.2879906853850831 12.31352153371099 0.21859771839950273 2.2259771251811915 2.0480579649546162 leaf_weight=49477 2774 3523 2676 205 24 77 142 6039 298 128 85 75 466 35 95 2591 6809 653 44 62 95 243 4669 854 54 188 109 26 563 1394 leaf_count=49477 2774 3523 2676 205 24 77 142 6039 298 128 85 75 466 35 95 2591 6809 653 44 62 95 243 4669 854 54 188 109 26 563 1394 internal_value=-0.00233698 0.00130348 -0.00329483 0.00050679 0.00510642 0.00445495 0.00842685 -0.00356849 0.0109216 0.0143308 0.0184371 -0.0022059 0.00226811 0.0142927 0.021814 0.000190419 0.000805314 -0.00225774 0.00154383 0.0277895 0.006 -0.00262431 -0.00166216 0.00227165 0.0130031 0.0105055 0.0239699 0.0163279 0.000897958 0.00144679 internal_weight=84473 17596 66877 4491 3984 3851 1162 62386 957 659 517 12909 1104 328 172 13612 10838 3329 8247 190 156 11805 5766 1097 327 273 133 61 1029 8203 internal_count=84473 17596 66877 4491 3984 3851 1162 62386 957 659 517 12909 1104 328 172 13612 10838 3329 8247 190 156 11805 5766 1097 327 273 133 61 1029 8203 is_linear=0 shrinkage=0.04 Tree=61 num_leaves=31 num_cat=0 split_feature=28 28 30 19 33 24 35 15 24 31 10 30 23 28 16 31 28 27 13 35 24 28 33 34 1 28 15 0 30 31 split_gain=176.635 50.8468 34.893 54.5989 30.671 20.625 20.4325 17.9618 14.7953 13.8137 12.1549 14.87 11.4925 11.0983 11.1672 16.4211 9.47081 8.94991 8.59275 8.31841 10.692 7.74675 7.71877 7.17165 6.82915 6.80109 6.60309 6.46345 8.33095 8.17721 threshold=20928.753975591248 23430.140156976577 514.39566459086393 20309.798500000004 19061.857500000006 -297.446249999999 20630.426917410718 20748.365000000002 1513.0999999999997 21152.225312500002 0.37940952255126048 128.0182370224644 1920.1585000000016 19798.113814769044 19255.782500000005 20808.090796875007 18713.942526849376 547.04000000000099 0.61237135649459018 18948.687265625002 1782.1137500000007 25138.8679444142 18152.130000000005 26798.225000000006 1.0000000180025095e-35 21886.23163247895 18875.238500000003 14.500000000000002 250.60493373101357 20922.656307291672 decision_type=2 2 2 2 2 2 2 2 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 7 13 6 12 -6 19 22 9 -5 11 25 21 -1 15 -15 -8 -12 -19 -4 -21 -3 -2 27 -10 -9 -18 -13 -29 -30 right_child=1 4 3 8 5 -7 16 10 24 -11 17 23 -14 14 -16 -17 26 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-36.966477069230869 3.536928192171465 1.3740146405908151 -16.055471975121019 5.7613457850950542 8.3488784257005779 31.562716270997335 -7.2254705562626693 -2.452128528691961 6.7429046423142767 16.874786469497991 -10.688768221809138 0.21609030374523241 6.9081807866957403 -0.055725198236361198 -5.4872291810439142 11.585907830756437 15.723674350323275 -1.1160505845530069 9.1961732529250249 -4.0357807073451761 5.326443468673423 3.8052866631848099 9.5296528855305507 12.880788876232625 2.2939284505646933 -0.055104072520432403 3.9606426007766742 1.1751034554294226 4.0404054711002413 9.5510031184571815 leaf_weight=47789 368 4842 3239 73 78 114 30 3509 132 156 2630 3149 127 970 9130 78 52 69 46 500 176 1147 27 28 543 3637 25 1427 351 31 leaf_count=47789 368 4842 3239 73 78 114 30 3509 132 156 2630 3149 127 970 9130 78 52 69 46 500 176 1147 27 28 543 3637 25 1427 351 31 internal_value=-0.00234409 0.000778498 -0.00341552 -0.000183517 0.00379962 0.0195417 -0.00218001 -0.000469357 0.00869911 0.0174847 -0.000692883 -0.000149028 0.00330543 -0.00369017 -0.00249086 0.00141985 0.0150654 -0.00309654 0.00782609 -0.00265134 0.00138461 0.00305293 0.00794937 0.00152748 0.00571852 -0.00131878 0.0224935 0.00141347 0.00331896 0.00856544 internal_weight=84473 21580 62893 4926 6308 192 4022 15272 904 229 14877 12132 6116 57967 10178 1048 107 2745 115 3915 676 5989 395 4986 675 7146 77 4958 1809 382 internal_count=84473 21580 62893 4926 6308 192 4022 15272 904 229 14877 12132 6116 57967 10178 1048 107 2745 115 3915 676 5989 395 4986 675 7146 77 4958 1809 382 is_linear=0 shrinkage=0.04 Tree=62 num_leaves=31 num_cat=0 split_feature=28 28 30 33 33 23 15 24 14 21 10 30 28 28 9 18 23 28 34 28 18 27 1 28 36 28 13 1 19 23 split_gain=169.25 49.254 32.7039 45.6537 28.9042 22.0391 20.7066 19.0438 15.6415 19.8519 12.3583 16.4136 11.6054 10.6599 11.0054 15.3155 10.5855 9.21766 9.05577 8.84015 15.2676 8.34576 7.56924 7.38937 7.15432 6.90569 6.56832 9.30862 6.22713 5.93459 threshold=20856.488996138669 23430.140156976577 514.39566459086393 15776.451250000002 19061.857500000006 626.64999999999975 20539.278000000002 -374.16950000000173 0.73136292505298039 21772.158250000004 0.37940952255126048 88.20997262289427 18577.082601147398 19699.282156589212 0.78656609248549325 16623.485000000004 1920.1585000000016 18952.032063945324 26798.225000000006 19027.71006384405 18659.955500000004 391.85999999999882 1.0000000180025095e-35 25138.8679444142 3739.6511136635736 23978.514684770798 0.79383249484937135 1.0000000180025095e-35 20073.358000000004 1018.8672500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 13 19 16 -5 -2 -6 17 12 11 -8 -10 -1 -15 -16 23 -7 -13 -4 22 -12 -21 -3 -9 -18 -23 -28 -19 -25 right_child=1 4 3 5 7 8 10 24 9 -11 21 18 -14 14 15 -17 25 28 -20 20 -22 26 -24 29 -26 -27 27 -29 -30 -31 leaf_value=-38.696360733376231 5.8916298947824792 1.319054054967185 -23.444591365034565 -29.757336640425059 6.2652977678815009 -5.4842661703303648 -1.4632447500401795 31.850425659480099 2.7266226871738355 0.25207849535100108 -10.986319157918336 0.62036785167021602 15.391666332773717 -5.5352337193220214 0.0099589957736578635 14.094792764103904 3.7625219697134731 5.4697177381492592 11.301046515800053 5.4598359768208287 -48.754599077023734 -0.88715066068086101 1.5511204413284001 2.987270886139104 10.909356758395152 8.5973509564295991 8.8423848207785767 -5.6539130446720458 3.4211624903269211 6.1754995263224322 leaf_weight=46923 250 4842 2585 278 70 130 5310 96 38 92 2680 7455 204 9606 757 83 62 41 32 117 594 126 410 1082 26 65 52 31 371 65 leaf_count=46923 250 4842 2585 278 70 130 5310 96 38 92 2680 7455 204 9606 757 83 62 41 32 117 594 126 410 1082 26 65 52 31 371 65 internal_value=-0.00235166 0.000643049 -0.00342214 -0.000271606 0.00363475 0.00667591 -0.000541166 0.0189167 0.00978995 0.0165988 -0.000723194 -0.000189733 0.0226116 -0.00368903 -0.00253341 0.00185714 0.003155 0.00559409 0.00101669 -0.00243497 0.000531667 -0.00308619 0.00548767 0.00291267 0.028459 0.0145827 0.00461244 0.0133494 0.00852427 0.00579948 internal_weight=84473 22244 62229 4860 6308 1154 15936 192 876 334 15686 12797 242 57369 10446 840 6116 542 7487 3706 1121 2889 527 5989 122 127 209 83 412 1147 internal_count=84473 22244 62229 4860 6308 1154 15936 192 876 334 15686 12797 242 57369 10446 840 6116 542 7487 3706 1121 2889 527 5989 122 127 209 83 412 1147 is_linear=0 shrinkage=0.04 Tree=63 num_leaves=31 num_cat=0 split_feature=28 23 33 28 3 28 30 23 30 33 10 30 1 23 28 31 27 0 9 30 14 0 33 21 9 0 19 3 21 30 split_gain=165.003 39.023 65.6037 36.7506 23.7342 20.5667 22.8947 14.8065 14.4924 15.2899 13.9994 15.1678 13.2515 12.2167 10.5784 9.87228 9.45449 8.43528 7.86914 17.7958 7.58137 7.48322 7.7838 6.93386 6.66997 6.5773 6.41349 6.13818 5.91492 5.80044 threshold=21377.470563991137 695.71550000000036 16100.034250000002 24522.192792716192 10.500000000000002 19063.695817483098 410.28381991296442 -42.864999999999775 906.87769618380878 17407.941250000003 0.37940952255126048 144.67794003813268 1.0000000180025095e-35 1651.0650000000007 19959.2056348398 23794.209726562502 177.04625000000127 5.5000000000000009 -0.91597561503675329 190.37636123342165 0.5475998096715059 14.500000000000002 17341.168250000006 21817.55125 0.78656609248549325 16.500000000000004 26453.600000000002 253.50000000000003 21680.850500000004 788.77855333263017 decision_type=2 2 2 2 2 2 2 2 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 5 10 7 -3 -7 26 9 -4 11 20 23 25 -1 21 -12 -11 19 -16 -2 -13 -23 -8 -20 -6 -5 -21 -10 -14 right_child=3 2 8 4 13 6 12 -9 28 17 16 15 29 -15 18 -17 -18 -19 24 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-33.463495208678872 -0.85639429724803418 -25.723433157473295 2.5584235704638592 -1.1204632208686018 3.2497653494466752 -2.5427029149798854 8.0568518358189039 31.377845497387607 14.257675350481177 15.296532590214058 -6.5859402976600698 0.80566934837065651 0.56732395625880916 6.4460136872233065 -2.2996568031077733 11.623094832270704 3.9885422121682521 6.5027088274418769 -5.8092712688546486 1.9553075219189708 0.56957661572588703 2.6384886271153682 4.8468792036626063 3.4660581488167606 12.205975745659416 0.21220987892329704 19.936858013969129 9.9442008236615784 5.9704078504299609 6.9097838486280887 leaf_weight=46362 4103 4923 952 44 1470 2133 139 83 99 58 2014 3129 640 61 2150 39 356 101 8332 307 4226 1599 138 41 35 617 49 115 38 120 leaf_count=46362 4103 4923 952 44 1470 2133 139 83 99 58 2014 3129 640 61 2150 39 356 101 8332 307 4226 1599 138 41 35 617 49 115 38 120 internal_value=-0.00235687 -0.00327448 -0.000862831 0.00104908 0.00574182 -0.0021941 0.000373575 0.0198636 0.00766667 0.00615301 0.000350166 0.000857185 0.00557447 0.00458473 -0.00366353 0.00262181 -0.00248101 0.0176352 -0.00254466 -0.000609643 -0.000182016 0.00246116 0.00456649 0.0153333 -0.00313948 0.004069 0.00890322 0.00690047 0.0199416 0.00326316 internal_weight=84473 66545 9244 17928 2324 7996 3073 176 1248 1111 15604 13234 940 2148 57301 4905 2370 159 10939 2572 8329 4866 1737 180 8367 2087 93 422 137 760 internal_count=84473 66545 9244 17928 2324 7996 3073 176 1248 1111 15604 13234 940 2148 57301 4905 2370 159 10939 2572 8329 4866 1737 180 8367 2087 93 422 137 760 is_linear=0 shrinkage=0.04 Tree=64 num_leaves=31 num_cat=0 split_feature=28 28 33 30 34 15 0 0 30 28 18 14 28 23 21 31 21 34 1 27 33 1 0 10 0 0 15 23 16 28 split_gain=160.075 51.2908 25.4603 23.9601 46.1875 22.4452 19.6993 15.3044 27.6197 14.8343 19.6203 14.9456 13.0207 9.94939 8.09616 9.3393 7.37836 7.33586 6.91232 6.63299 6.51042 6.48885 6.37121 6.28664 14.8493 6.91459 6.97808 6.06575 6.05139 6.02477 threshold=20345.276365955404 23430.140156976577 19061.857500000006 514.39566459086393 23810.145000000004 20102.669250000003 13.500000000000002 19.500000000000004 155.46689011721136 18757.008287931047 18794.164500000003 0.74298546529340237 21886.23163247895 1920.1585000000016 21680.850500000004 21618.666562500002 21913.745000000006 26798.225000000006 1.0000000180025095e-35 275.91999999999831 18152.130000000005 1.0000000180025095e-35 14.500000000000002 -0.37940952255126015 14.500000000000002 12.500000000000002 25159.002500000002 -52.891250000000575 20605.900000000005 23978.514684770798 decision_type=2 2 2 2 2 2 2 2 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 5 13 -1 9 20 -4 8 12 -5 11 18 -7 21 15 -6 -13 22 -11 -9 -2 -3 -10 24 25 26 -23 -8 -19 -15 right_child=1 2 6 4 14 7 27 19 17 10 -12 16 -14 29 -16 -17 -18 28 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-20.937457227425107 4.377038785018974 2.5753244388707364 29.510982358430482 -23.640467622248135 7.2265800024738027 -2.8401526999654108 -0.43749659072887637 -12.596750297659497 0.50429891962614581 5.1521263027624817 -51.376545847654953 14.277736233269907 0.10731627281610451 3.5720863974584236 1.9241160378990609 22.73521918643301 1.7794557044423422 9.2245707051529582 0.31333249565667215 1.8837027650132201 10.934303292770304 0.87095829548480241 2.3682196110726883 -0.079840665490060789 4.2421704440011379 -1.9671118548512618 3.8778487779492861 9.7277633513093384 -0.40128703139846467 8.2212301442376514 leaf_weight=52849 398 1471 91 2484 149 6907 75 3484 3655 173 691 86 4212 62 66 104 30 38 617 421 23 1314 1755 1549 632 683 340 26 23 65 leaf_count=52849 398 1471 91 2484 149 6907 75 3484 3655 173 691 86 4212 62 66 104 30 38 617 421 23 1314 1755 1549 632 683 340 26 23 65 internal_value=-0.00236255 0.000162503 0.00332403 -0.00356331 -0.000727274 -0.000790974 0.0176667 -0.000978776 -0.000448464 -0.00187307 0.00113463 0.00500662 -0.00159331 0.00287377 0.013931 0.0171858 0.0184138 0.00187827 0.00303797 -0.00323176 0.00835154 0.00263884 0.00172273 0.00188756 0.00296531 0.00149422 0.00289238 0.00550495 0.0156721 0.0139528 internal_weight=84473 27224 6308 57249 4400 20916 192 20495 16590 4081 1597 906 11119 6116 319 253 116 5471 790 3905 421 5989 5410 4518 2969 2337 1654 101 61 127 internal_count=84473 27224 6308 57249 4400 20916 192 20495 16590 4081 1597 906 11119 6116 319 253 116 5471 790 3905 421 5989 5410 4518 2969 2337 1654 101 61 127 is_linear=0 shrinkage=0.04 Tree=65 num_leaves=31 num_cat=0 split_feature=28 28 16 33 0 33 28 30 21 30 28 1 10 23 14 30 15 9 30 35 23 3 1 34 10 0 0 17 22 13 split_gain=153.77 55.265 40.9949 23.2498 17.9066 17.7934 17.3365 13.9696 22.4122 13.2429 31.1672 11.5999 9.97054 9.15182 8.84652 8.10745 7.86821 7.38631 16.3341 6.65967 6.35178 5.88854 5.76693 5.67199 5.56612 12.5029 6.21538 5.51766 8.24063 5.24265 threshold=19768.950573568833 23430.140156976577 19255.782500000005 19061.857500000006 12.500000000000002 18152.130000000005 21377.470563991137 316.94103132715043 21724.290000000005 834.2204576692501 18713.942526849376 1.0000000180025095e-35 0.37940952255126048 1920.1585000000016 0.75438814418115718 58.669242741070342 21408.815000000002 -0.91597561503675329 190.37636123342165 20204.07488355655 -52.891250000000575 259.50000000000006 1.0000000180025095e-35 26798.225000000006 -0.5 14.500000000000002 12.500000000000002 25504.737500000007 24318.161500000006 -0.42180583328916638 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 5 13 -5 7 17 -2 11 -1 -11 -9 15 22 -12 -8 -14 18 -4 -13 -6 -20 -3 -17 25 26 27 -24 -29 -30 right_child=1 3 6 4 20 -7 12 8 -10 10 14 19 16 -15 -16 23 -18 -19 21 -21 -22 -23 24 -25 -26 -27 -28 28 29 -31 leaf_value=-30.013740967709843 -1.3316235379953767 2.472311461315837 -2.3728189977988801 29.13523100621067 4.0053338339788649 18.627016326934317 -1.323786003961466 8.2850174166694703 0.20123010577413175 -13.472344204781834 2.5483855314407853 3.007919934207147 8.1673168986997027 5.701269763712336 13.193407077781323 0.53000543169487646 -7.6406868255453375 -5.1883912984553717 1.8449452824169483 6.9256225534876936 9.2680914013290536 9.7843415357154431 1.0947688497345807 11.079608839054497 0.0074920314568670508 4.0724836262410538 -1.8884273806572469 0.37020978437079904 6.4516776406442151 5.9972313302730162 leaf_weight=50493 786 1471 2464 79 85 62 2410 156 728 577 104 629 23 127 99 6768 2004 10248 366 113 28 107 1290 28 1802 632 683 62 20 29 leaf_count=50493 786 1471 2464 79 85 62 2410 156 728 577 104 629 23 127 99 6768 2004 10248 366 113 28 107 1290 28 1802 632 683 62 20 29 internal_value=-0.00236303 -0.00024217 -0.00103258 0.00312746 0.0168333 0.00387389 -0.00152969 0.00333002 0.00544649 -0.00373631 0.0014359 0.00967483 -0.000374968 0.00269719 0.0149163 0.000184227 -0.00291465 -0.00251346 -0.000744979 0.0075903 0.00661947 0.00606342 0.00247186 0.000891111 0.00176361 0.00290722 0.00141267 0.0029379 0.0114955 0.0237551 internal_weight=84473 33200 26892 6308 192 2474 24418 2412 1626 51273 780 898 11233 6116 203 9206 2027 13185 2937 742 113 473 5989 6796 4518 2716 2084 1401 111 49 internal_count=84473 33200 26892 6308 192 2474 24418 2412 1626 51273 780 898 11233 6116 203 9206 2027 13185 2937 742 113 473 5989 6796 4518 2716 2084 1401 111 49 is_linear=0 shrinkage=0.04 Tree=66 num_leaves=31 num_cat=0 split_feature=28 28 16 33 0 0 28 30 21 1 30 28 14 10 23 35 9 33 22 30 27 9 30 13 1 36 1 32 10 0 split_gain=149.424 51.9979 46.0623 22.4245 19.5492 17.6875 17.5094 15.2637 20.5859 17.7984 12.918 32.6688 25.3586 9.48031 8.444 8.34914 8.10088 7.77018 7.40964 7.29728 7.26956 7.04833 16.1536 6 8.97503 5.56573 5.51988 5.37469 5.05143 10.53 threshold=19593.790920186028 23430.140156976577 18954.912500000002 19061.857500000006 5.5000000000000009 12.500000000000002 21377.470563991137 316.94103132715043 21724.290000000005 1.0000000180025095e-35 594.09139670879711 18876.051392832607 0.68274389090025245 0.37940952255126048 2082.8937500000015 19106.337811755955 0.91597561503675362 16784.605000000003 21054.709750000005 45.846701954302262 349.6112500000018 -0.91597561503675329 194.15771690494861 0.90162119223771331 1.0000000180025095e-35 3555.7486668592996 1.0000000180025095e-35 2946.1809484956652 -0.37940952255126015 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 14 -2 -5 16 -6 9 -9 -1 -12 17 19 26 -11 21 -13 -14 -8 -15 22 -4 -22 -25 -7 -3 -16 29 -28 right_child=1 3 6 5 7 25 13 8 -10 15 11 12 18 20 27 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-36.748910286597159 22.911632128599013 2.3975721718397227 -2.3848499393257283 27.969821765962262 -1.7151769869949369 11.541019488551974 -1.6860310325092953 9.0456038936004379 0.27103758518003285 1.7689785676748226 -14.273492456320703 0.66552636370004115 14.491895797553356 -8.8517616154098953 9.1530668871401435 5.455832636708891 13.895319720052257 7.6069070202416809 9.2219526036857502 0.46023977737868821 -0.91933729928071251 -5.099045801116544 3.7468276582173337 9.9652281023922864 -4.8989947976754404 3.9249421469725925 0.87686606642586851 0.60118807142655584 -0.083355738073967595 3.9095842811913899 leaf_weight=46982 40 1489 2726 79 630 23 1772 188 684 515 2029 447 72 1845 54 322 38 30 53 7532 106 11558 520 44 32 90 2347 39 1555 632 leaf_count=46982 40 1489 2726 79 630 23 1772 188 684 515 2029 447 72 1845 54 322 38 30 53 7532 106 11558 520 44 32 90 2347 39 1555 632 internal_value=-0.00233746 -0.000330466 -0.0010566 0.00295625 0.00427238 0.0164167 -0.00154098 0.0037982 0.00576009 0.00934634 -0.00374765 -0.00102015 0.00716279 -0.000356898 0.00253368 0.00684827 -0.00244495 0.00296017 0.0232 0.000183146 -0.00283572 -0.0024923 -0.000845349 0.00479121 0.0133684 0.00626549 0.00234899 0.0144946 0.00165505 0.00261967 internal_weight=84473 34860 28552 6308 2379 192 26173 2339 1709 1025 49613 2631 602 11331 6116 837 14842 477 125 9304 2027 14804 3246 182 76 113 6023 93 4534 2979 internal_count=84473 34860 28552 6308 2379 192 26173 2339 1709 1025 49613 2631 602 11331 6116 837 14842 477 125 9304 2027 14804 3246 182 76 113 6023 93 4534 2979 is_linear=0 shrinkage=0.04 Tree=67 num_leaves=31 num_cat=0 split_feature=28 28 9 24 33 0 28 1 30 21 10 30 2 22 30 21 27 24 28 30 33 35 28 30 27 23 1 13 3 30 split_gain=147.842 52.5245 57.9798 53.7862 21.7986 17.3559 15.514 14.4868 12.982 14.2898 9.59662 12.6314 8.9775 8.31422 7.1062 9.23982 7.09836 6.85448 6.37371 5.8501 44.5566 8.74461 9.06731 9.07362 5.69477 5.53802 5.48053 10.1799 5.82104 5.34491 threshold=19281.917960866547 23156.028576928195 0.78656609248549325 1908.865 19061.857500000006 12.500000000000002 20928.753975591248 1.0000000180025095e-35 344.46933688805467 21680.850500000004 0.37940952255126048 75.435280979381417 4.5000000000000009 21054.709750000005 430.806655812781 21724.290000000005 177.04625000000127 4757.6867500000017 24673.766717451519 465.7230198957422 16992.170000000002 19523.449972098217 18670.14370670083 906.87769618380878 189.61875000000148 1018.8672500000004 1.0000000180025095e-35 0.77244481603295057 98.500000000000014 359.26101851666823 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 6 13 17 -6 -2 8 -5 -10 11 -8 14 29 -9 -16 -12 18 -3 -1 21 -21 -23 -24 -7 -20 27 -18 -29 -4 right_child=1 4 3 7 5 24 10 12 9 -11 16 -13 -14 -15 15 -17 26 -19 25 20 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-49.665566948598574 -5.2980737295729892 0.84931460073457399 13.81094930005265 0.48419153153904815 26.831028890555462 3.2304353379642858 -1.6335181596555897 -1.5517237265408768 7.0311860664932864 2.9670509653994528 -12.40695446993675 0.62778993428552432 6.1173830284643307 3.2922159619775146 2.6678735769897051 -0.54647373338540761 1.497415686457646 8.6669745424667504 1.9666370637554316 -16.991725596515327 20.474390355139228 -5.1960557788702832 2.6886053983097593 13.601368282110219 9.7361290873950939 4.7906486520347169 -4.5691079848914766 2.2730755752277303 9.6655431007592298 15.725945441894638 leaf_weight=42393 14052 5573 70 347 80 94 3818 1534 164 204 2207 5757 42 100 682 650 129 65 1687 3680 72 308 119 48 21 116 190 26 32 213 leaf_count=42393 14052 5573 70 347 80 94 3818 1534 164 204 2207 5757 42 100 682 650 129 65 1687 3680 72 308 119 48 21 116 190 26 32 213 internal_value=-0.00233083 -0.000473728 -0.00122276 0.00325911 0.00249031 0.0156923 -0.00190775 0.00175214 0.00685315 0.012087 -0.000861585 -0.000277808 0.000497936 0.0175144 0.000228889 0.00236637 -0.00302477 0.00214433 0.00203037 -0.0038387 -0.00241968 -0.00296029 0.00214737 0.00965269 0.00573913 0.00409761 0.00204774 0.00690909 0.0208276 0.0210177 internal_weight=84473 37853 30217 4006 7636 195 26211 3623 715 368 12159 9575 2908 383 2866 1332 2584 7441 7376 46620 4227 4155 475 167 115 1803 377 187 58 283 internal_count=84473 37853 30217 4006 7636 195 26211 3623 715 368 12159 9575 2908 383 2866 1332 2584 7441 7376 46620 4227 4155 475 167 115 1803 377 187 58 283 is_linear=0 shrinkage=0.04 Tree=68 num_leaves=31 num_cat=0 split_feature=28 9 28 24 15 23 30 2 1 21 30 0 13 28 23 21 2 28 28 30 1 0 30 21 11 1 10 0 14 23 split_gain=145.952 50.4709 60.9009 40.5714 19.1204 15.2324 20.6123 16.5143 12.9454 10.6729 8.92344 8.8782 15.0868 8.14098 7.42145 7.35324 9.46979 6.92604 6.75113 6.60758 6.50185 6.41443 6.85844 6.29945 6.05103 5.85413 7.30766 17.1104 5.74629 6.1229 threshold=19207.61960827572 0.91597561503675362 22753.044317171043 1610.9814999999992 26452.907500000005 198.59249999999886 301.08702806566458 4.5000000000000009 1.0000000180025095e-35 21680.850500000004 999.71168524896132 12.500000000000002 0.19337368024598436 21559.751284171118 -505.26100000000127 21273.551250000004 4.5000000000000009 20442.294927291183 23639.606257191048 94.950705173536093 1.0000000180025095e-35 19.500000000000004 48.008590173989326 21724.290000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.5 14.500000000000002 0.48877522411129348 105.36549999999808 decision_type=2 2 2 2 2 2 2 2 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 15 14 13 17 -8 9 -5 18 12 24 -2 -4 16 20 -7 23 -19 -3 22 -15 -10 -6 -16 27 -27 -29 -30 right_child=1 3 4 8 11 6 7 -9 10 -11 -12 -13 -14 21 25 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-43.992102323959799 -5.5540285683972126 7.4485411881524497 -3.9882104949212445 8.1942475277699014 0.55372084565058777 -4.0244562605912471 1.9405239065143962 6.5899440098610969 1.5405099510676383 3.6763123568234892 6.2817884063458678 4.7571921976515616 -2.273575668396846 -2.3835582825650934 1.8947616408563059 8.337394649107905 -1.7322414685946683 -1.9961849950851422 4.893034268172257 0.57936091474580453 17.820255208448224 -10.676145228262108 0.80438376421101321 -0.7986569594168158 24.973099797584148 0.39168329471944602 -0.21599772475636994 -1.1879758492908015 3.8091177690528277 2.187598856129378 leaf_weight=45954 13445 59 549 129 22 3099 874 168 878 193 83 183 36 897 2077 79 22 1947 71 2989 103 1019 2229 836 91 2864 2648 76 544 309 leaf_count=45954 13445 59 549 129 22 3099 874 168 878 193 83 183 36 897 2077 79 22 1947 71 2989 103 1019 2229 836 91 2864 2648 76 544 309 internal_value=-0.00233414 -0.000518083 -0.000895692 0.00503384 0.00187296 -0.00187153 -0.000540708 0.0047524 0.00325114 0.0106584 0.0019743 0.0113012 0.0185503 -0.00255827 0.00152774 0.0198783 0.0242609 -0.00122713 0.00137815 -0.000296597 0.0276049 -0.00100844 -0.000110046 0.000877479 0.0257345 0.00181827 0.00122279 0.00234854 0.00706566 0.00800469 internal_weight=84473 38519 36066 2453 9399 26667 9077 1042 2190 322 1868 332 149 17590 9067 263 184 8035 1785 4936 162 4145 3126 1714 113 8518 6441 3793 929 853 internal_count=84473 38519 36066 2453 9399 26667 9077 1042 2190 322 1868 332 149 17590 9067 263 184 8035 1785 4936 162 4145 3126 1714 113 8518 6441 3793 929 853 is_linear=0 shrinkage=0.04 Tree=69 num_leaves=31 num_cat=0 split_feature=28 9 28 23 28 23 30 34 3 1 0 0 0 30 24 30 21 21 30 13 28 30 26 9 13 30 13 19 0 33 split_gain=140.055 67.6609 62.8112 59.1945 20.0225 14.0274 17.3518 13.5984 12.7331 12.467 9.91454 9.74303 9.6363 9.10666 8.94129 8.61354 8.15085 7.94057 7.50278 8.19704 6.6296 6.83419 6.60826 5.41524 15.0779 5.72004 5.55011 5.15835 5.12195 6.50727 threshold=18952.032063945324 0.91597561503675362 21991.402350082379 1258.8235000000006 25138.8679444142 210.64624999999981 298.02129676399846 24335.520000000004 10.500000000000002 1.0000000180025095e-35 19.500000000000004 17.500000000000004 5.5000000000000009 999.71168524896132 523.52874999999869 139.0722578339701 21680.850500000004 21680.850500000004 370.86425803107755 0.3744682635859638 20442.294927291183 143.29355799008667 2647.5125000000003 -0.91597561503675329 -0.89406062840022227 97.225629048804137 0.93845596220871974 20676.27 12.500000000000002 18361.477500000005 decision_type=2 2 2 2 2 2 2 2 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 12 10 23 20 27 11 16 15 22 14 -11 -3 -4 -5 -16 -14 -20 -7 -22 -6 24 25 -2 -26 -8 29 -10 right_child=1 3 4 9 8 6 7 -9 28 13 -12 -13 18 -15 17 -17 -18 -19 19 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-53.770907602615424 -0.50121795735640629 0.1543048097878191 0.097920344208714219 7.7634705792841956 4.4939841656861246 -4.6827132397384315 0.13186609463681637 7.1517695034986035 2.0952011829633932 0.65205018235487855 -2.7498443664626531 -0.37736740548746256 -1.7073503614984737 10.918073082375347 18.218180926245648 1.7808241993328111 3.6995421723618365 11.917396668247241 11.759177781196152 8.9989657271005559 -1.577126030452471 1.2959153695226722 27.282063892752195 -6.0080436723500785 -4.2557639887407035 5.3770730129193218 1.0009199908509636 3.9704000511173128 1.4836676016373829 5.3905815984483541 leaf_weight=43623 154 22 6626 160 58 3459 577 108 278 1881 1620 42 31 71 115 3568 193 22 84 151 2221 1408 61 13821 2314 257 370 299 683 196 leaf_count=43623 154 22 6626 160 58 3459 577 108 278 1881 1620 42 31 71 115 3568 193 22 84 151 2221 1408 61 13821 2314 257 370 299 683 196 internal_value=-0.00233036 -0.000647247 -0.0010829 0.0054359 0.00115687 -0.00225997 -0.000888009 0.00408943 0.00583308 0.00290672 0.000635178 0.0163727 0.0191529 0.00165574 0.0269434 0.00109711 0.00982436 0.0307445 0.0144962 0.0169362 -0.00157901 -0.00038468 0.0222185 -0.00291464 -0.00140226 0.00573236 -0.00249478 0.00243836 0.00436646 0.00756118 internal_weight=84473 40850 38120 2730 13132 24988 8072 984 1318 2305 11814 161 425 1952 159 10194 353 137 266 235 7088 3629 119 16916 3095 411 2684 876 1157 474 internal_count=84473 40850 38120 2730 13132 24988 8072 984 1318 2305 11814 161 425 1952 159 10194 353 137 266 235 7088 3629 119 16916 3095 411 2684 876 1157 474 is_linear=0 shrinkage=0.04 Tree=70 num_leaves=31 num_cat=0 split_feature=28 9 28 24 33 0 30 23 30 31 0 1 30 34 2 21 29 10 32 21 14 10 0 23 23 1 25 15 30 23 split_gain=135.466 55.2286 55.6864 45.5716 18.1814 18.9671 15.0348 13.843 23.2579 16.8635 10.8805 10.6312 8.59023 8.52016 8.36497 10.2808 7.88987 7.7733 8.58401 7.14873 6.6839 10.6249 10.7145 7.04853 6.23566 6.01796 5.79333 5.67778 5.37323 5.12584 threshold=19027.71006384405 0.91597561503675362 21991.402350082379 1610.9814999999992 19061.857500000006 12.500000000000002 999.71168524896132 9.4512500000000745 180.4649658648278 20777.353369791668 19.500000000000004 1.0000000180025095e-35 217.57206333132783 21106.384000000002 4.5000000000000009 21539.901500000004 22509.408540981727 -0.70710678118654757 2449.2503132244105 21680.850500000004 0.60383265664488517 -0.5 14.500000000000002 -281.58125000000103 181.37850000000256 1.0000000180025095e-35 5099.1689999999999 21686.936750000004 391.74903798481489 -144.86299999999935 decision_type=2 2 2 2 2 2 2 2 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 14 10 -6 11 -2 -9 13 12 19 20 -10 15 25 -14 -18 -19 -5 -4 22 -22 -24 -25 -3 -7 -15 -11 -12 right_child=1 3 4 6 5 26 -8 8 9 28 29 -13 16 27 -16 -17 17 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-48.3943031345649 -6.1046513339389108 8.1426724571423925 -0.26860072501274224 5.5910874125304977 26.445101424074529 1.4415590331548993 10.475880732620476 -2.6115240345823856 -1.8849261548033922 2.7411324152260033 -4.3156210813188141 0.62562716283808328 0.90489919634785865 2.0914933130578177 -1.5959048741260007 4.8040056984256188 1.2728338974002735 6.4552562137363729 4.9283725360525867 3.2988537191422482 0.91429946022023023 -0.45271238424123073 0.50459050234672032 4.4788349256662894 2.2287211761674626 16.768605338570534 9.5762695919298864 -4.9632286610932344 8.3617726602828952 1.0090903784621521 leaf_weight=44289 11778 84 3231 146 60 103 102 8990 1326 114 1192 1869 789 1850 33 72 342 119 334 192 3364 1963 329 583 269 145 22 293 58 432 leaf_count=44289 11778 84 3231 146 60 103 102 8990 1326 114 1192 1869 789 1850 33 72 342 119 334 192 3364 1963 329 583 269 145 22 293 58 432 internal_value=-0.00232609 -0.000644437 -0.00103791 0.00494438 0.00106244 0.0135135 0.00294673 -0.00216789 -0.00124804 0.00144905 0.000884528 0.00225283 0.00132368 0.000842893 0.0187545 0.0208505 0.00405555 0.00686792 0.0103046 0.00878106 0.00087935 0.0016177 0.00267987 0.00595766 0.00787793 0.0249956 0.00464 0.00240224 0.0136744 -0.00217734 internal_weight=84473 40184 37541 2643 13132 185 2309 24409 12631 3641 12947 2207 11323 3469 334 301 1584 795 453 338 9739 6508 4545 1181 852 229 125 2143 172 1624 internal_count=84473 40184 37541 2643 13132 185 2309 24409 12631 3641 12947 2207 11323 3469 334 301 1584 795 453 338 9739 6508 4545 1181 852 229 125 2143 172 1624 is_linear=0 shrinkage=0.04 Tree=71 num_leaves=31 num_cat=0 split_feature=28 9 28 24 33 0 30 2 1 23 31 23 1 30 21 30 28 28 30 21 36 27 25 17 35 21 0 14 36 15 split_gain=134.084 75.8263 59.4573 57.7765 17.4107 17.2986 15.8677 14.9445 12.2934 12.0536 15.0708 11.0262 10.9546 8.99611 8.08587 8.00085 7.70352 7.67055 8.03203 6.80805 6.38754 5.89187 5.82617 5.79165 6.79387 4.95127 7.70894 8.01439 5.01002 4.80371 threshold=18713.942526849376 0.91597561503675362 21747.295687369198 1610.9814999999992 19061.857500000006 12.500000000000002 999.71168524896132 4.5000000000000009 1.0000000180025095e-35 210.64624999999981 20777.353369791668 -517.81200000000069 1.0000000180025095e-35 150.67089227162347 21864.585000000003 355.32393539782009 19699.282156589212 23639.606257191048 160.17879296834562 21724.290000000005 2728.6136504865704 255.59699999999887 5099.1689999999999 24708.826250000002 22382.528684895835 21772.158250000004 6.5000000000000009 0.16587474750015932 2649.2938599128925 21730.273750000004 decision_type=2 2 2 2 2 2 2 2 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 7 11 -6 12 8 -3 -2 13 -4 19 -11 20 -12 -15 29 -19 -5 -10 23 -7 24 -20 26 27 -14 -28 -13 right_child=1 3 4 6 5 22 -8 -9 14 10 15 17 25 16 -16 -17 -18 18 21 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-59.505877639277607 -5.3911589956686559 7.9838160209280895 -5.4284461456554816 7.5582908085099136 25.387297367111607 1.2963026249347491 10.840423566262166 -1.5441356889560933 8.1344661390475856 -3.3629333003718056 1.463685521847508 3.2237028207018517 3.214996469768701 -3.8850640889633734 5.7721232290510169 6.7539433857629128 1.0225734163616587 0.7821399775627943 2.8148777186361169 2.9312244815571376 15.469374912595585 5.4319050411473508 9.1932188082527144 -2.3860084115088256 6.6554868476765492 -0.5441917145829408 -1.8447269666163333 2.2824162002702173 2.1163965431812146 0.02054705202793659 leaf_weight=41625 17203 150 1105 199 60 104 115 52 29 4258 128 372 95 1120 24 83 2378 3707 693 187 202 214 22 202 64 901 412 236 398 8135 leaf_count=41625 17203 150 1105 199 60 104 115 52 29 4258 128 372 95 1120 24 83 2378 3707 693 187 202 214 22 202 64 901 412 236 398 8135 internal_value=-0.00230336 -0.000732637 -0.00119434 0.0054 0.000828995 0.0129892 0.00304679 0.0184945 0.0210864 -0.00237426 -0.00108799 0.000672922 0.00235914 -0.00137494 0.0264314 0.00945971 0.000128072 0.000989915 0.0022541 0.00853886 0.0287273 0.00513896 0.00457143 0.00379979 0.00540555 0.00119099 0.00294128 0.00808459 0.000839505 0.000264722 internal_weight=84473 42848 39848 3000 14678 186 2543 457 405 25170 7967 14492 2428 7756 255 211 3498 13387 4880 386 231 1173 126 959 757 2042 1141 331 810 8507 internal_count=84473 42848 39848 3000 14678 186 2543 457 405 25170 7967 14492 2428 7756 255 211 3498 13387 4880 386 231 1173 126 959 757 2042 1141 331 810 8507 is_linear=0 shrinkage=0.04 Tree=72 num_leaves=31 num_cat=0 split_feature=28 9 23 28 33 0 2 28 30 10 30 24 0 30 21 35 19 30 21 13 31 9 28 19 0 33 22 18 30 1 split_gain=130.616 77.8872 62.6299 59.3238 16.715 16.6836 16.2428 12.6184 14.1792 20.5064 11.6639 13.9775 10.6786 10.1853 8.95317 10.8959 9.30851 8.62402 8.36873 8.39527 8.1721 8.7227 7.66041 7.22661 6.93694 9.37382 6.59424 6.09248 5.96296 9.35938 threshold=18577.082601147398 0.91597561503675362 1319.2449999999992 21695.761703739918 19061.857500000006 12.500000000000002 4.5000000000000009 19896.094763075733 92.61574251484285 0.60355339059327384 651.90431132161746 591.14550000000247 19.500000000000004 186.23884092087272 21772.158250000004 18301.645154761911 20438.922250000003 217.57206333132783 21314.691250000003 0.61915405168109316 20808.090796875007 -0.91597561503675329 24886.103969492997 23670.825000000004 14.500000000000002 17305.021500000006 20329.109500000002 15420.418500000002 204.3741037008439 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 3 6 7 12 -6 10 23 -9 13 11 -3 17 -10 15 27 -17 -5 19 -12 21 -15 24 -2 -19 -26 -22 -4 29 -14 right_child=1 2 14 4 5 -7 -8 8 9 -11 18 -13 28 20 -16 16 -18 22 -20 -21 26 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-61.832344565833047 -10.160292383897469 11.096705893027488 -0.40204913067704373 0.36892061349694155 24.371805472427077 3.9254248054878582 -1.4690561877339496 -3.8639236404393404 -0.80932321136943919 -27.401911168991777 10.936414816821022 25.782080273211246 5.7534278075888983 4.1109572501885348 -0.12229008941320281 6.5630252291850244 2.4287289377026031 0.94045416782745006 2.7492756875554498 5.0882731664865375 6.0775727278834077 0.60721012969733135 6.7998186852380114 4.9868085780653608 3.763899660645972 7.9024192147276295 -0.083442447874487166 2.9807095100730545 -5.207636272963974 -2.9038172911927393 leaf_weight=40626 10564 34 560 11029 60 128 72 5872 4061 2274 136 146 208 596 1097 256 411 1130 111 123 66 2195 73 47 532 64 39 203 1497 263 leaf_count=40626 10564 34 560 11029 60 128 72 5872 4061 2274 136 146 208 596 1097 256 411 1130 111 123 66 2195 73 47 532 64 39 203 1497 263 internal_value=-0.00230194 -0.000787923 0.00527278 -0.00125687 0.000743726 0.0125957 0.0166431 -0.00242265 -0.00167993 -0.000702417 0.0189818 0.0273333 0.000593132 0.000375448 0.00247408 0.00455944 0.00829385 0.00101403 0.0149189 0.0188571 0.00218784 0.00177571 0.00358199 -0.00347979 0.00304519 0.00653691 0.0131429 0.00129489 -0.00215041 0.00177495 internal_weight=84473 43847 3149 40698 14984 188 622 25714 15103 9231 550 180 14796 6957 2527 1430 667 12828 370 259 2896 2791 1799 10611 1726 596 105 763 1968 471 internal_count=84473 43847 3149 40698 14984 188 622 25714 15103 9231 550 180 14796 6957 2527 1430 667 12828 370 259 2896 2791 1799 10611 1726 596 105 763 1968 471 is_linear=0 shrinkage=0.04 Tree=73 num_leaves=31 num_cat=0 split_feature=28 28 30 33 24 16 10 30 34 28 24 0 28 21 30 21 1 23 30 28 34 13 28 23 24 14 15 10 32 13 split_gain=127.768 32.4913 25.575 53.1834 27.0993 23.0618 17.7782 19.2645 15.4859 15.0214 14.0227 11.5948 9.48315 8.60144 8.44699 13.3283 9.89697 8.0444 7.66177 9.37139 7.18656 6.91438 6.77586 6.38117 6.54567 5.96827 5.72801 5.14286 5.07519 6.03757 threshold=19665.578243119366 23639.606257191048 465.7230198957422 15730.071250000003 757.45500000000004 19255.782500000005 0.60355339059327384 88.20997262289427 28147.430000000004 18394.787634331755 1040.1494999999998 5.5000000000000009 21886.23163247895 19682.465500000002 316.94103132715043 21772.158250000004 1.0000000180025095e-35 1651.0650000000007 906.87769618380878 18305.250976052743 26798.225000000006 0.68432406471780916 20411.817416146558 -144.86299999999935 954.84699999999987 0.67007489853957602 18383.243750000005 -0.12940952255126037 2936.8162799979536 0.30983042691905771 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 13 -5 11 7 12 17 -6 -11 -2 -7 -4 -13 16 -16 -3 -15 -20 22 26 -9 -24 -25 -18 -12 -10 29 -19 right_child=1 8 3 4 9 6 -8 20 27 10 21 14 -14 18 15 -17 25 28 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-27.466682270790397 15.761721406844327 1.24429058731228 -20.742747751207482 -32.675622157664449 3.0359888978157716 -3.6668327773902143 -22.010960359345471 -2.0008310904797693 23.396933859876881 20.459444605138874 13.017956299410839 -1.0518490463153234 -0.1717518477417872 -0.63002642313473756 7.0792262600631988 -0.11440092414686806 1.6011718957745691 9.025069923312536 -6.1981705495035362 12.36165773038806 5.8057317968590247 2.0106526677477099 -1.0694799710193543 1.1554280730621929 -0.310187288213368 5.5634858551806206 7.1431273088842744 2.6778554455364758 0.83064059858221817 2.163437425241415 leaf_weight=45460 45 5071 3285 218 140 6537 3434 2793 50 83 128 936 2918 652 192 747 617 65 43 71 57 155 2653 4988 2747 220 42 20 63 43 leaf_count=45460 45 5071 3285 218 140 6537 3434 2793 50 83 128 936 2918 652 192 747 617 65 43 71 57 155 2653 4988 2747 220 42 20 63 43 internal_value=-0.0023081 -0.000421805 -0.00359107 -0.000819598 0.00884595 -0.000950562 -0.00131772 -0.000911824 0.00245331 0.0135912 0.0174706 0.00252883 -0.00229085 -0.00264725 0.00219469 0.00381531 0.00676773 0.00220374 0.00116971 0.0107368 7.31219e-05 0.0137231 1.18343e-05 0.000482094 0.0010627 0.00488889 0.0192941 0.0211429 0.0107368 0.016 internal_weight=84473 34196 50277 4817 766 28884 26127 22693 5312 548 408 2757 9455 4051 2712 1776 1029 5242 766 114 13238 325 13181 10388 7735 837 170 70 171 108 internal_count=84473 34196 50277 4817 766 28884 26127 22693 5312 548 408 2757 9455 4051 2712 1776 1029 5242 766 114 13238 325 13181 10388 7735 837 170 70 171 108 is_linear=0 shrinkage=0.04 Tree=74 num_leaves=31 num_cat=0 split_feature=28 9 28 23 29 0 23 31 0 20 1 30 30 30 18 0 0 14 1 30 31 14 23 28 9 13 0 30 27 21 split_gain=128.067 65.5797 51.5965 47.3335 15.6019 12.5295 11.9884 17.8757 11.2095 11.0999 8.91986 8.08012 8.03266 7.93991 6.99841 6.7491 10.0776 8.41748 10.5454 7.93991 8.92905 7.48827 6.87904 6.49347 6.43327 15.339 7.65258 6.41778 6.05126 5.79892 threshold=18624.035337093061 0.91597561503675362 21559.751284171118 1319.2449999999992 26284.491898636807 11.500000000000002 291.12449999999995 20777.353369791668 20.500000000000004 20380.791500000003 1.0000000180025095e-35 906.87769618380878 43.68727170395524 182.3310804235025 18566.652000000006 17.500000000000004 14.500000000000002 0.011826144619637555 1.0000000180025095e-35 126.75441879148497 22553.867864583339 0.64414586362404946 14.230000000000475 19353.22745451182 -0.91597561503675329 -0.89406062840022227 17.500000000000004 355.32393539782009 508.29350000000073 21724.290000000005 decision_type=2 2 2 2 2 2 2 2 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 9 8 -6 24 13 12 -3 29 -12 -4 -8 -11 16 21 18 -17 -18 -21 -14 -20 -15 25 26 -2 -9 -7 -5 right_child=1 3 4 10 5 28 7 27 -10 14 11 -13 15 23 -16 17 19 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-56.759628130083591 -0.35574942084879702 12.795588655051494 -0.78082436045612269 6.749284076713165 24.74993925734714 3.0672200818651465 -2.9374190870075312 1.5046899825422637 -14.010809070685482 7.4325985362388494 0.4036499750155173 6.6950121690381161 -0.4096142103717923 -4.0147178205200937 11.847372656157239 8.6985650221949005 1.0818403641322667 -0.78854026717284953 4.8946319519480452 3.3426267513409407 9.5489596603801701 1.4689314060181906 -0.4470587830873734 1.2980756081852223 -6.6012871397822153 -2.6290333995898187 6.6646142757817772 6.4450919323345763 7.4622545974043559 3.1032297267380375 leaf_weight=40959 171 322 2558 205 51 260 3776 100 886 235 1959 143 2512 575 41 109 1533 3073 40 1012 38 3484 336 1766 14939 2849 253 80 21 187 leaf_count=40959 171 322 2558 205 51 260 3776 100 886 235 1959 143 2512 575 41 109 1533 3073 40 1012 38 3484 336 1766 14939 2849 253 80 21 187 internal_value=-0.00230289 -0.000791838 -0.00122132 0.00482277 0.000552252 0.00913253 -0.00237284 -0.000868351 0.000369423 0.0149298 0.00239936 0.00136632 0.000632867 -0.00123394 0.00904348 0.00106221 0.00166966 -0.000402474 0.00449484 0.00375842 0.00643809 0.000769846 0.00131915 0.000596325 -0.00289304 -0.00128689 0.00581132 0.0115556 0.00582206 0.00793877 internal_weight=84473 43514 40422 3092 15913 332 24509 6297 15581 598 2494 2102 14695 6117 276 12137 8579 3558 485 2583 1050 5996 376 2341 18212 3273 424 180 281 392 internal_count=84473 43514 40422 3092 15913 332 24509 6297 15581 598 2494 2102 14695 6117 276 12137 8579 3558 485 2583 1050 5996 376 2341 18212 3273 424 180 281 392 is_linear=0 shrinkage=0.04 Tree=75 num_leaves=31 num_cat=0 split_feature=28 9 28 23 10 33 2 30 24 30 0 30 19 23 1 33 23 31 1 0 0 36 30 23 27 22 30 23 34 30 split_gain=126.33 71.7036 54.2981 52.1731 19.0394 19.233 16.7021 16.0859 18.9253 14.6219 10.7514 10.2179 10.1875 8.79201 8.77445 7.5234 6.95575 13.9914 6.90545 9.77091 12.2344 6.94858 6.37385 9.46241 6.87892 6.66914 6.37341 7.54555 6.21658 5.76107 threshold=18394.787634331755 0.91597561503675362 20754.551398425923 1319.2449999999992 0.60355339059327384 19061.857500000006 4.5000000000000009 651.90431132161746 523.52874999999869 60.789065066598525 12.500000000000002 906.87769618380878 18664.973750000001 -233.77375000000026 1.0000000180025095e-35 18339.545000000002 291.12449999999995 20777.353369791668 1.0000000180025095e-35 18.500000000000004 14.500000000000002 2228.3727959091152 192.2420466690956 142.55300000000173 -217.69224999999912 21054.709750000005 834.2204576692501 752.32599999999923 24606.979000000003 415.08111354901916 decision_type=2 2 2 2 2 2 2 2 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 16 6 5 9 7 8 -3 15 -7 14 -9 -11 -5 -4 -2 -18 -15 20 -20 -21 23 24 -22 -26 27 -14 -24 -19 right_child=1 3 4 11 -6 10 -8 12 -10 13 -12 -13 26 18 -16 -17 17 29 19 21 22 -23 28 -25 25 -27 -28 -29 -30 -31 leaf_value=-62.6037617768568 -7.6960023893490064 -0.27391304124384774 -1.0370451626873245 4.0425776305112899 -16.499774673067058 21.216739461546467 -1.1988794180611619 16.072985578437017 22.426078016323082 -0.93814424434955046 4.3479066412402867 7.7209160707472266 4.5313445568711135 2.0278246934347535 0.2265860465088286 2.3730602786113968 -2.5155984572047756 1.9776073072907105 0.10326570368933136 9.6415665969080653 0.044330186871024538 -2.2887168406573166 3.4569287102783939 -0.019743723077609448 0.14052369281058755 3.6163723731469868 9.3380773150872898 0.92546718927535576 8.5930694392889517 6.9767655801401656 leaf_weight=39294 14832 40 5443 414 1707 61 95 26 189 2749 96 161 22 2933 2079 240 4752 85 4468 24 297 1512 566 1144 202 573 196 167 75 31 leaf_count=39294 14832 40 5443 414 1707 61 95 26 189 2749 96 161 22 2933 2079 240 4752 85 4468 24 297 1512 566 1144 202 573 196 167 75 31 internal_value=-0.00229247 -0.000849865 -0.00130366 0.00474594 5.79438e-05 0.000397782 0.0141769 0.0165 0.0249956 0.000289527 0.0143439 0.00213414 0.0117664 0.000961836 0.00150341 -0.00143094 -0.00283046 -0.00151849 0.00143666 0.000879809 0.00148805 -0.00202083 0.00353238 0.00251624 0.00521642 0.0072 0.0101299 0.00488889 0.00704524 0.0122069 internal_weight=84473 45179 41790 3389 22090 20383 735 640 229 20226 157 2654 411 14543 2493 5683 19700 4868 11794 8861 7325 1536 2857 2216 1072 775 385 189 641 116 internal_count=84473 45179 41790 3389 22090 20383 735 640 229 20226 157 2654 411 14543 2493 5683 19700 4868 11794 8861 7325 1536 2857 2216 1072 775 385 189 641 116 is_linear=0 shrinkage=0.04 Tree=76 num_leaves=31 num_cat=0 split_feature=28 9 28 23 10 34 2 30 30 24 19 34 30 23 1 28 28 28 30 0 13 23 22 22 22 27 9 22 1 0 split_gain=123.823 69.0009 53.077 47.7031 19.8021 18.1017 15.3209 14.4902 11.8423 17.7695 12.9059 10.8145 10.1221 9.96852 7.99616 7.28634 7.22938 6.52752 8.34361 16.5404 6.28372 7.53007 6.64332 6.02698 6.01243 5.5845 7.12405 7.95773 5.4969 5.95065 threshold=18305.250976052743 0.91597561503675362 20653.040901897457 1319.2449999999992 0.60355339059327384 28147.430000000004 4.5000000000000009 74.412059402897725 611.6675602009542 509.34400000000011 18664.973750000001 26798.225000000006 906.87769618380878 -139.51750000000172 1.0000000180025095e-35 21886.23163247895 24673.766717451519 19456.608928125497 143.29355799008667 19.500000000000004 0.29342972903661901 752.32599999999923 21166.950500000003 18517.087500000005 20908.375000000004 -519.42200000000037 0.78656609248549325 19483.623000000003 1.0000000180025095e-35 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 17 6 5 7 8 11 9 -3 -10 15 14 -9 -5 -4 28 -2 -19 25 22 -22 -12 -11 -14 -20 -27 -28 -15 -30 right_child=1 3 4 12 -6 -7 -8 13 10 23 20 -13 24 16 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-63.020892771524231 -14.001670476628226 -0.35904307000066121 -2.4941499437140222 3.9099143760550956 -16.282607953129677 18.493506275079419 -1.6759199816846486 -0.58393597047435275 18.414098062785015 9.1788256334989704 10.725423537010691 3.9589225612339409 9.6377766750552638 1.8807963694660208 0.20209917798359908 -0.11768782839132502 3.6882408910349156 -5.9247038683728661 -1.750920660398851 -27.528188366853328 6.0440062459512696 1.6264539817272716 1.2860308435588084 26.926840833666802 2.657986893329245 0.91142534965969302 6.3886392899110662 1.9316776743058248 0.80767068779340068 -1.7502880585445908 leaf_weight=38628 8351 44 3042 419 1850 59 103 3629 35 60 114 133 88 2373 2120 4255 695 5556 1127 2177 33 240 37 131 76 1916 58 149 5698 1277 leaf_count=38628 8351 44 3042 419 1850 59 103 3629 35 60 114 133 88 2373 2120 4255 695 5556 1127 2177 33 240 37 131 76 1916 58 149 5698 1277 internal_value=-0.00228916 -0.000883412 -0.00132956 0.00451428 -3.14642e-05 0.000315485 0.0131142 0.000253624 0.0152507 0.0225532 0.011512 -0.00116824 0.00197854 0.00102633 0.00135644 -0.00137426 0.00167559 -0.00287452 -0.00223363 -0.00111811 0.0095849 0.00596337 0.0161324 0.0278325 0.0116098 0.00068923 0.00189731 0.00894686 0.00138297 0.000817203 internal_weight=84473 45845 42345 3500 23011 21161 797 21102 694 235 459 7430 2703 13672 2539 7297 10043 19334 10983 5427 424 273 151 191 164 3250 2123 207 9348 6975 internal_count=84473 45845 42345 3500 23011 21161 797 21102 694 235 459 7430 2703 13672 2539 7297 10043 19334 10983 5427 424 273 151 191 164 3250 2123 207 9348 6975 is_linear=0 shrinkage=0.04 Tree=77 num_leaves=31 num_cat=0 split_feature=28 10 30 30 28 28 33 23 33 23 33 30 30 15 14 0 0 33 1 14 3 21 0 21 9 19 30 16 16 16 split_gain=120.528 31.3256 31.7067 27.2347 44.7511 25.9546 14.1953 14.5912 14.1575 10.914 45.1698 11.4022 12.1955 10.6838 9.80311 8.82507 9.75857 8.64054 8.4219 9.73367 7.68758 7.62978 7.26708 7.07484 7.06347 6.82372 6.71723 6.61844 6.52729 6.09603 threshold=19593.790920186028 0.60355339059327384 153.77283663317888 834.2204576692501 18069.731345732016 21695.761703739918 18152.130000000005 -67.853750000000204 19061.857500000006 537.41224999999952 16584.922750000005 396.59994962553634 594.09139670879711 17703.777000000006 0.75438814418115718 19.500000000000004 14.500000000000002 15370.832500000002 1.0000000180025095e-35 -0.10837475778693638 16.500000000000004 21445.308750000007 12.500000000000002 21358.876000000004 0.98296291314453421 19787.989500000007 288.63421104680657 16205.927500000002 19819.338000000003 17743.340000000004 decision_type=2 2 2 2 2 2 2 2 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 9 -5 -2 15 -8 -7 -1 17 -12 13 -13 -6 16 20 -11 19 28 -4 -9 -10 -16 -19 -14 -18 -26 -17 -22 right_child=1 -3 6 4 14 8 7 21 22 10 11 12 25 -15 23 18 26 24 -20 -21 29 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-31.976123810113204 -2.7011898132327872 -18.944110455702585 4.299136242992506 -18.320421553064808 4.9983319875539305 0.16317094015381053 -5.112849137305969 14.642316102499073 17.085126266536101 -10.716226956297874 0.8940357277983586 0.27345128917095313 9.4609515847983889 28.0582120100654 15.884501822210201 3.1280928056548714 1.6410215321186017 -1.98057277991348 -4.2384774018660618 0.095570224114333815 2.1108335951961363 4.3164811076084204 3.9304961645247976 5.4599625705271819 -1.8461058244252824 0.92223210213639728 6.0247009897040122 10.9436488139676 10.98951652512981 0.035073489828902543 leaf_weight=41548 10139 3643 329 460 175 9443 134 87 41 6063 122 23 24 98 85 27 2570 641 1233 232 827 278 64 29 103 83 461 159 44 5308 leaf_count=41548 10139 3643 329 460 175 9443 134 87 41 6063 122 23 24 98 85 27 2570 641 1233 232 827 278 64 29 103 83 461 159 44 5308 internal_value=-0.00229247 -0.000489961 -8.03418e-05 -0.00355899 0.00401068 -0.00105593 0.00158543 0.00818437 0.00044072 -0.00367502 -0.00225041 0.0117714 0.0170526 0.0257521 0.016346 0.00128692 0.00174197 -0.00295492 -0.00152604 0.00444884 0.00086386 0.0123288 0.0150476 0.0254737 0.000695459 0.00721495 0.00361465 0.00622901 0.0174084 0.000544416 internal_weight=84473 34860 31217 49613 749 19687 11530 499 9548 48864 7316 350 228 121 289 11031 9495 6966 1536 303 6464 365 105 114 903 107 3031 262 71 6135 internal_count=84473 34860 31217 49613 749 19687 11530 499 9548 48864 7316 350 228 121 289 11031 9495 6966 1536 303 6464 365 105 114 903 107 3031 262 71 6135 is_linear=0 shrinkage=0.04 Tree=78 num_leaves=31 num_cat=0 split_feature=28 9 28 24 10 34 2 30 30 24 33 15 1 23 30 23 31 30 28 28 30 21 24 0 3 19 15 14 9 28 split_gain=121.461 53.3489 45.5337 38.9233 19.2435 17.0915 14.3324 14.2926 14.0225 11.1822 10.1405 9.76638 8.53655 7.53286 7.32009 6.4324 13.2473 5.87309 5.77769 5.69903 5.64285 5.59751 5.28257 5.06246 4.91577 4.87142 4.86706 5.73793 4.69054 4.60992 threshold=18437.868605845921 0.91597561503675362 20615.11295294626 1610.9814999999992 0.60355339059327384 28147.430000000004 4.5000000000000009 611.6675602009542 60.789065066598525 523.52874999999869 18339.545000000002 17534.285000000003 1.0000000180025095e-35 -233.77375000000026 834.2204576692501 192.89400000000117 20777.353369791668 298.02129676399846 23639.606257191048 19170.71226787673 160.17879296834562 21358.876000000004 2489.1250000000023 12.500000000000002 10.500000000000002 19787.989500000007 20711.051500000005 -0.6905596507703472 -0.91597561503675329 21512.492539524192 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 6 5 8 7 9 10 -3 29 -5 22 -10 25 -2 17 -17 26 -18 28 -16 -13 -7 -14 -9 27 -15 -20 -4 right_child=1 3 4 11 -6 23 -8 14 13 -11 -12 12 24 18 21 16 19 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-55.155348470912038 -7.9127084425297189 1.3905249046867494 -3.4999024118397326 12.799457842975261 -15.020335822373102 23.287138919533756 -1.536164831939276 12.028585955191032 -0.92415850843575098 21.660425884366237 3.0190265170969424 9.7935950447898854 9.2050311539953995 -0.92525297450980715 9.2467541141402805 -3.6365125843825656 -0.62545530660614634 1.0205917526215034 -0.56899332773829847 5.1845588152856905 3.1994675123871912 3.5617946855591045 3.7982667243982902 4.7869314246474604 0.28469470406976005 0.6047416397567944 0.35188757021285894 3.1776783507872528 1.900875233967926 -0.44075392886557885 leaf_weight=39627 12539 35 1888 41 1900 27 80 38 2908 155 267 23 56 208 101 4786 33 741 585 89 989 43 398 32 2213 146 8905 528 1232 3860 leaf_count=39627 12539 35 1888 41 1900 27 80 38 2908 155 267 23 56 208 101 4786 33 741 585 89 989 43 398 32 2213 146 8905 528 1232 3860 internal_value=-0.00228348 -0.000857692 -0.00124836 0.00401442 -7.87013e-05 0.00026338 0.0132575 0.0156911 0.000204023 0.0244211 -0.00143308 0.00199048 0.00169517 0.000845326 0.0106341 -0.00274863 -0.0016279 -0.00191569 0.00127356 0.0114098 0.00287099 0.0173889 0.00692636 0.0217627 0.000724547 0.00534783 0.000808629 0.00393478 0.0015476 -0.00178706 internal_weight=84473 44846 41517 3329 23329 21429 598 518 21370 190 6015 2731 2690 15355 328 18188 5649 5527 12447 122 2806 144 421 59 2269 184 9641 736 1817 5748 internal_count=84473 44846 41517 3329 23329 21429 598 518 21370 190 6015 2731 2690 15355 328 18188 5649 5527 12447 122 2806 144 421 59 2269 184 9641 736 1817 5748 is_linear=0 shrinkage=0.04 Tree=79 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 30 28 34 30 1 28 27 0 10 2 1 10 3 14 3 30 24 30 21 21 28 0 0 13 30 split_gain=119.834 38.5976 41.9801 33.099 29.5642 13.7619 37.206 13.3887 12.6766 10.1843 10.0564 9.2126 6.93253 8.80364 7.25544 5.95637 6.06674 5.86828 5.74181 5.72583 5.50334 7.54341 5.1279 4.58413 4.56298 7.17963 4.48863 4.44973 4.19635 3.91742 threshold=18839.086057082455 0.60355339059327384 153.77283663317888 21512.492539524192 5.5000000000000009 834.2204576692501 18069.731345732016 28147.430000000004 906.87769618380878 1.5000000000000002 23978.514684770798 -103.99675000000023 17.500000000000004 -0.70710678118654757 2.5000000000000004 1.0000000180025095e-35 -0.78656609248549325 18.500000000000004 0.75438814418115718 22.500000000000004 651.90431132161746 621.58725000000152 285.57924260621616 22019.122000000003 21680.850500000004 22688.3131920341 19.500000000000004 15.500000000000002 -0.91597725483594616 59.728047739419473 decision_type=2 2 2 2 2 2 2 2 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 29 20 -1 -7 19 10 23 11 26 13 -12 17 16 -13 -15 -8 -5 21 -4 -18 -10 -24 -26 27 -6 -29 -2 right_child=1 -3 4 7 8 6 18 -9 9 -11 12 15 -14 14 -16 -17 22 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=-42.038118932054502 -5.2771595347654969 -19.424349582926009 2.3054937690509694 1.6604597099708069 -0.34573029067379291 -15.3813907521058 5.3352482886668318 15.978876352761581 9.4561149538513813 3.3399486192909582 0.63142515048406478 -1.9983142997151411 -0.23039936820425141 10.333227706330277 1.8403106416563926 0.70168708219306242 1.3119903000535493 5.7518362990684944 19.011874170526575 -0.060517669458860918 1.5415393624320346 13.278091120726325 6.0273312889070745 5.4949215022355968 1.1109249857515942 8.667385486737567 -4.6438389579706909 6.3092932525577554 1.1730274874936615 -2.4219790285318545 leaf_weight=42021 4783 5262 62 1146 4281 460 100 39 70 159 234 326 277 86 173 4987 648 199 43 9122 64 82 389 20 260 36 971 124 704 7345 leaf_count=42021 4783 5262 62 1146 4281 460 100 39 70 159 234 326 277 86 173 4987 648 199 43 9122 64 82 389 20 260 36 971 124 704 7345 internal_value=-0.00227164 -0.000751178 -0.000290487 -0.00136662 0.00141549 -0.00376445 0.00223549 0.000299989 0.0011922 0.0101365 0.00102957 0.000730472 0.00495769 0.00709826 0.0103231 0.00175985 0.00383604 0.0142456 0.0200559 0.00021114 0.0163846 0.0207222 0.00503226 0.0208889 0.00744525 0.0037027 -0.000394738 7.90752e-05 0.00276328 -0.00278298 internal_weight=84473 41849 36587 22435 14152 42624 603 10307 13944 249 13695 12726 969 692 458 6646 1659 285 143 10268 208 144 1333 90 685 296 6080 5109 828 12128 internal_count=84473 41849 36587 22435 14152 42624 603 10307 13944 249 13695 12726 969 692 458 6646 1659 285 143 10268 208 144 1333 90 685 296 6080 5109 828 12128 is_linear=0 shrinkage=0.04 Tree=80 num_leaves=31 num_cat=0 split_feature=28 9 23 28 19 10 34 30 33 24 24 2 1 23 0 22 13 1 0 0 2 28 30 10 31 0 36 2 30 15 split_gain=120.347 66.0214 51.4501 48.9992 23.4532 19.4144 15.4392 15.3996 9.21779 8.47761 10.1265 9.23708 7.70682 7.38785 6.88094 7.17749 6.37109 6.2079 7.33531 11.4713 7.29718 6.01039 7.19599 14.5205 11.3646 5.82031 5.65447 5.59139 7.26615 5.4811 threshold=18217.388791746944 0.91597561503675362 1319.2449999999992 20442.294927291183 20505.845000000005 0.60355339059327384 28147.430000000004 61.817226721143605 18339.545000000002 496.01200000000068 1099.6000000000006 1.0000000180025095e-35 1.0000000180025095e-35 -261.29449999999991 6.5000000000000009 20767.807500000003 -0.2102246306142678 1.0000000180025095e-35 18.500000000000004 14.500000000000002 3.5000000000000004 19317.323617331283 143.29355799008667 0.60355339059327384 20891.585687500006 12.500000000000002 2228.3727959091152 3.5000000000000004 611.6675602009542 20572.042250000002 decision_type=2 2 2 2 2 2 2 2 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 21 9 6 7 8 -5 -3 -11 -12 -4 -9 15 -14 -13 -15 19 -19 -21 -2 -23 24 -24 -8 -20 28 -6 -28 right_child=1 2 12 5 27 -7 25 13 -10 10 11 16 14 17 -16 -17 -18 18 26 20 -22 22 23 -25 -26 -27 29 -29 -30 -31 leaf_value=-58.534168310106878 -13.320995179298134 0.66028252975378621 4.3850420393952287 -1.1594301075451898 34.648328405459608 -14.522505943069048 21.877574239061506 -1.1868243364027582 2.8609464174656849 10.331324378298119 19.370343958176221 12.051813301368487 3.0538805179751027 1.7968500253629447 -0.50062776179081869 0.3488381480827964 4.5983067991818061 -0.011866050331587205 9.2886857241642549 2.3641645519380834 -0.16235401126130553 -5.9570213076433376 0.032392135752206903 -32.164676713617958 5.3437788393328916 3.9788818750441801 2.8218439421963568 1.5216066983067777 4.1004195542311805 -2.5606216939672937 leaf_weight=37962 7712 44 442 6272 31 2147 29 2705 273 196 32 55 303 3307 1608 412 131 5035 24 2445 798 5065 3245 1934 65 32 119 195 165 1690 leaf_count=37962 7712 44 442 6272 31 2147 29 2705 273 196 32 55 303 3307 1608 412 131 5035 24 2445 798 5065 3245 1934 65 32 119 195 165 1690 internal_value=-0.00225506 -0.000891059 0.00430105 -0.00132849 0.012914 -0.000177843 0.000165602 0.000111522 -0.00152483 0.0190568 0.0208309 0.0148991 0.00165642 0.000775785 0.000735255 0.004 0.0114839 0.00116023 0.000668182 0.00117516 0.00303053 -0.00291682 -0.00228499 -0.00124638 0.000362537 0.0202623 -0.00162139 0.00571867 0.0104898 -0.00187728 internal_weight=84473 46511 3614 42897 849 24876 22729 22668 6545 458 414 218 2765 16123 2323 715 186 13418 10111 8278 3243 18021 10309 5244 3310 61 1833 391 196 1809 internal_count=84473 46511 3614 42897 849 24876 22729 22668 6545 458 414 218 2765 16123 2323 715 186 13418 10111 8278 3243 18021 10309 5244 3310 61 1833 391 196 1809 is_linear=0 shrinkage=0.04 Tree=81 num_leaves=31 num_cat=0 split_feature=28 9 28 23 19 10 34 30 24 23 2 28 30 10 31 14 15 13 1 0 23 29 10 30 10 30 2 30 28 1 split_gain=117.83 64.2392 48.9694 48.8767 24.8147 15.8802 14.9897 10.1172 9.2992 9.9848 13.5383 8.52374 9.1672 16.634 10.142 8.39344 8.32452 6.74093 6.31599 6.19594 6.1156 6.40335 5.8249 5.77622 6.24848 5.68629 5.54582 7.07132 5.14563 6.21333 threshold=18121.038293326081 0.91597561503675362 20754.551398425923 1389.4735000000003 20505.845000000005 0.60355339059327384 28147.430000000004 88.20997262289427 563.75749999999982 752.32599999999923 1.0000000180025095e-35 19317.323617331283 109.52031535457225 0.60355339059327384 20808.090796875007 0.53312596302726967 20925.988500000003 0.68432406471780916 1.0000000180025095e-35 12.500000000000002 -144.86299999999935 23259.573888818555 -0.9159756150367534 304.21974163512596 -0.78656609248549325 906.87769618380878 3.5000000000000004 611.6675602009542 21991.402350082379 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 11 4 8 6 7 15 -3 -10 -11 -2 -13 14 23 -4 -9 -12 -5 -8 22 -22 28 -14 -25 -20 27 -6 -18 -30 right_child=1 3 5 18 26 -7 19 16 9 10 17 12 13 -15 -16 -17 20 -19 25 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-59.062570184010404 -13.244263057212205 0.8925034426701608 -1.1832081630686861 3.55088029721253 33.262395269241239 -12.472027295856442 21.067221284936679 2.3293594051420081 8.4922241802306857 16.22866831301236 12.187535009983263 -5.626629542380142 -0.84731500321561459 -28.223612190087337 4.6871654307567185 0.26092122875536072 -1.6833569614471353 1.1238499947649097 -0.017209511897419847 3.8197266000423493 0.39290343025404817 2.3117598715766103 -1.4629362581274941 -2.6163010148007202 3.5932325921022534 5.5333709302571945 0.63309617924297112 3.0741805148892554 4.8386455011322083 1.6393241541500201 leaf_weight=37296 8259 65 4638 449 31 1707 27 869 191 47 117 5175 4668 2415 98 3939 165 116 2145 32 5852 1993 2605 310 429 154 222 196 100 163 leaf_count=37296 8259 65 4638 449 31 1707 27 869 191 47 117 5175 4668 2415 98 3939 165 116 2145 32 5852 1993 2605 310 429 154 222 196 100 163 internal_value=-0.00225222 -0.000923926 -0.0013566 0.00411144 0.0117563 -3.62164e-05 0.000274149 0.000215705 0.0175672 0.0195244 0.0147143 -0.00272249 -0.00208782 -0.00123232 -1.81663e-05 -0.000828729 0.000978291 0.0107639 0.00137118 0.0204068 0.000677329 0.00126705 -0.000848006 -0.000249307 0.00303653 0.000523705 0.0048196 0.00921586 0.00347663 0.00695057 internal_weight=84473 47177 43444 3733 985 22090 20383 20324 536 471 280 21354 13095 7920 5505 8577 11747 233 2748 59 10878 7845 3033 5407 739 2299 449 227 428 263 internal_count=84473 47177 43444 3733 985 22090 20383 20324 536 471 280 21354 13095 7920 5505 8577 11747 233 2748 59 10878 7845 3033 5407 739 2299 449 227 428 263 is_linear=0 shrinkage=0.04 Tree=82 num_leaves=31 num_cat=0 split_feature=28 9 23 28 30 2 10 34 1 23 30 31 24 1 3 30 28 19 30 35 1 0 34 30 22 0 22 23 1 0 split_gain=116.497 52.8189 43.918 43.6917 20 14.0913 13.4856 13.2817 10.8551 9.30406 11.0931 9.11992 8.28289 8.42474 7.90495 7.65411 6.50098 6.6052 7.00812 6.76591 6.0665 5.64828 5.50632 5.41338 5.38108 5.34781 4.83426 4.51628 4.09918 5.94705 threshold=18305.250976052743 0.91597561503675362 838.7212499999988 20928.753975591248 906.87769618380878 4.5000000000000009 0.60355339059327384 28147.430000000004 1.5000000000000002 115.53375000000052 153.77283663317888 20808.090796875007 509.34400000000011 2.5000000000000004 16.500000000000004 43.68727170395524 19170.71226787673 20887.856000000003 337.44273729936612 18030.229350818456 1.0000000180025095e-35 16.500000000000004 26798.225000000006 396.59994962553634 18517.087500000005 12.500000000000002 21792.026250000006 -261.29449999999991 1.0000000180025095e-35 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 5 9 20 12 7 14 26 -2 -11 16 -3 24 21 22 -12 -18 19 -19 -4 -5 -16 -13 -14 -9 -6 -17 -29 -30 right_child=1 2 4 6 8 -7 -8 25 -10 10 11 23 13 -15 15 27 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-51.201766671023364 -6.7462043299446961 0.87485670763561008 3.4069989778613179 2.8035524051698308 10.152070148192168 -1.458265560322928 -11.538563801632337 20.256907441258083 6.0962881085775038 -4.0304082615935473 -5.5030074639951945 1.0384904123899217 11.521819418778257 3.5328002207549885 -1.1212928269116849 -0.94566580574757053 -0.30379755652734203 4.8155277380713644 3.8444334243558074 0.55665698098599758 0.22509242655463652 -0.57800921922813409 3.3672818388518779 5.3956811834940126 12.638571022619217 3.6669375360406495 3.9277148552376899 1.3766394119503849 0.45644221749889158 -2.0595278792281504 leaf_weight=38628 13508 44 531 781 93 51 1484 26 198 4632 960 118 50 73 3293 2423 1867 87 81 503 2297 387 28 37 143 32 20 2933 7622 1543 leaf_count=38628 13508 44 531 781 93 51 1484 26 198 4632 960 118 50 73 3293 2423 1867 87 81 503 2297 387 28 37 143 32 20 2933 7622 1543 internal_value=-0.00224607 -0.00088254 0.00384 -0.00127288 0.00232048 0.0170526 5.02131e-05 0.000336059 0.0119486 -0.00252063 -0.0014653 0.000182862 0.0202581 0.0229173 0.000277748 6.90496e-05 -0.000237851 0.000822694 0.00422653 0.00271186 0.00126167 0.00346575 -0.00166336 0.00967742 0.0272953 0.0194483 0.0218407 0.000465256 0.000780955 0.000364429 internal_weight=84473 45845 3500 42345 3139 361 20552 19068 311 21793 8285 3653 310 266 19010 17842 3498 2538 671 590 2828 1168 3321 155 193 58 113 14521 12098 9165 internal_count=84473 45845 3500 42345 3139 361 20552 19068 311 21793 8285 3653 310 266 19010 17842 3498 2538 671 590 2828 1168 3321 155 193 58 113 14521 12098 9165 is_linear=0 shrinkage=0.04 Tree=83 num_leaves=31 num_cat=0 split_feature=28 9 23 28 19 10 34 30 24 28 23 19 23 30 28 30 10 31 1 2 24 28 14 30 10 16 34 30 31 19 split_gain=117.2 66.4994 51.2738 48.9358 21.9784 17.9736 13.5456 13.696 12.4839 10.395 7.60131 11.234 7.44532 7.30882 7.0415 6.70376 16.0559 9.66451 6.20209 6.01104 5.51425 5.48578 7.37199 5.44212 5.422 7.47269 5.35825 5.64657 5.19206 5.16955 threshold=17977.317152402316 0.91597561503675362 1319.2449999999992 20442.294927291183 20572.988000000001 0.60355339059327384 28147.430000000004 94.950705173536093 509.34400000000011 21886.23163247895 752.32599999999923 16945.805000000004 -139.51750000000172 999.71168524896132 19170.71226787673 143.29355799008667 0.60355339059327384 20891.585687500006 1.0000000180025095e-35 3.5000000000000004 701.28249999999946 18952.032063945324 0.19969739736768838 611.6675602009542 -0.9159756150367534 20820.493000000006 25878.022500000003 188.46219366093661 23794.209726562502 19221.875500000006 decision_type=2 2 2 2 2 2 2 2 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 14 8 6 7 9 -3 -5 20 -12 24 18 -2 -16 17 -17 -4 23 29 22 -13 -6 -9 -26 -14 -28 -11 -10 right_child=1 2 13 5 19 -7 -8 12 10 28 11 21 26 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-58.674278960258093 -15.037806779751254 0.3902189294220188 3.3407455223942684 -1.8942159227043329 31.984390463048182 -12.995585568372972 13.239585271596741 2.1533208589605626 3.1690299461735481 -0.010083548158715443 15.765502449115646 1.0223539634487213 0.87621291287210712 8.5192599104954372 -5.664687346056442 -0.00052222626337824801 -30.23966116725768 4.0112756296151995 0.086916051140401213 -0.06346827510810174 9.4560702607555704 3.2795033356917411 15.030256090777671 3.704578359939501 5.3769679384587041 -1.6565587762070806 2.0743948907578398 5.7383918758796799 3.1031358433461254 7.8506428273289623 leaf_weight=36297 7907 70 465 4626 28 2147 61 501 48 5502 46 51 8738 89 5575 3613 2221 76 2335 215 167 84 125 155 52 2765 199 125 160 30 leaf_count=36297 7907 70 465 4626 28 2147 61 501 48 5502 46 51 8738 89 5575 3613 2221 76 2335 215 167 84 125 155 52 2765 199 125 160 30 internal_value=-0.00222949 -0.000936235 0.00406551 -0.00137779 0.0117802 -0.000203571 0.000126885 7.62299e-05 0.0164831 -0.00100233 0.0185045 0.0143007 0.000972535 0.00134441 -0.00288408 -0.00225163 -0.00131303 0.000304689 0.000985713 0.00444221 0.0237551 0.0110769 0.0150909 0.00977049 -0.000648584 -0.00133049 0.0015661 0.00661728 0.000146944 0.0149744 internal_weight=84473 48176 3908 44268 1019 24876 22729 22668 621 10288 551 306 12380 2889 19392 11485 5910 3689 2800 398 245 260 176 183 3318 2817 9062 324 5662 78 internal_count=84473 48176 3908 44268 1019 24876 22729 22668 621 10288 551 306 12380 2889 19392 11485 5910 3689 2800 398 245 260 176 183 3318 2817 9062 324 5662 78 is_linear=0 shrinkage=0.04 Tree=84 num_leaves=31 num_cat=0 split_feature=28 9 28 23 19 10 30 33 24 28 3 0 14 1 28 15 23 30 1 28 2 30 24 1 0 2 14 36 10 30 split_gain=114.425 56.5232 45.7413 42.7247 18.222 17.1192 12.438 11.8394 8.98786 7.68495 6.86647 8.60625 6.76447 9.22798 6.59035 6.65373 5.96074 5.85173 5.42377 5.40182 5.38526 10.3404 5.31841 5.09394 5.06464 6.42333 6.09897 6.41252 4.96932 13.6735 threshold=18069.731345732016 0.91597561503675362 20442.294927291183 1319.2449999999992 20505.845000000005 0.60355339059327384 61.817226721143605 19061.857500000006 484.15424999999965 22753.044317171043 16.500000000000004 16.500000000000004 0.67007489853957602 2.5000000000000004 19170.71226787673 18992.563000000006 -139.51750000000172 999.71168524896132 1.0000000180025095e-35 23715.418192730529 4.5000000000000009 611.6675602009542 1132.8459999999998 2.5000000000000004 14.500000000000002 3.5000000000000004 -0.67801649466304881 2432.2054892973265 0.60355339059327384 143.29355799008667 decision_type=2 2 2 2 2 2 2 2 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 14 4 8 6 7 9 -3 -4 11 -8 22 -14 -2 -16 -12 18 -5 -7 21 -6 -10 -19 -18 26 -26 -28 29 -17 right_child=1 3 5 17 20 19 10 -9 12 -11 16 -13 13 -15 15 28 24 23 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-53.801937574657977 -13.77378582668843 -0.14283254621745251 -2.0887737961866826 3.2705153399491831 26.99727053392834 -13.530399043659695 3.2871079795418798 11.641160149109515 6.2591538913595901 0.087061499305240556 -0.56612320876041355 -1.2884051699671653 16.906504998853109 4.3652626679659994 2.7378374695176912 -5.4007113952675301 0.06399553049347044 13.301430739121169 0.10515329813642862 2.5194910941367561 -1.7887554846749811 2.3723222379642368 4.7152101344213575 1.7818291158494464 -0.81643559580207414 -0.47319949682344642 4.5969811859996268 1.7220441412941452 -26.411081582621591 0.041220534286798678 leaf_weight=36963 7356 54 3980 455 47 2089 690 42 106 2538 3896 343 187 52 185 5435 5707 33 2302 58 127 234 141 55 537 1168 101 3727 2360 3505 leaf_count=36963 7356 54 3980 455 47 2089 690 42 106 2538 3896 343 187 52 185 5435 5707 33 2302 58 127 234 141 55 537 1168 101 3727 2360 3505 internal_value=-0.00223139 -0.000932857 -0.00133925 0.00375112 0.0111055 -0.000213219 0.000109287 -0.00135976 0.0159259 -0.00149617 0.000705299 0.0038606 0.0176461 0.0224435 -0.00282597 -0.00222725 0.000489957 0.00130053 0.000976423 -0.00362739 0.00472549 0.00781495 0.013004 0.0114545 0.000957294 0.00181963 0.00252463 0.00308464 -0.00235044 -0.00191946 internal_weight=84473 47510 43717 3793 948 24876 22729 6560 540 6518 16169 1033 486 239 18841 11485 15136 2845 2757 2147 408 281 247 88 11240 5533 4365 3828 11300 8940 internal_count=84473 47510 43717 3793 948 24876 22729 6560 540 6518 16169 1033 486 239 18841 11485 15136 2845 2757 2147 408 281 247 88 11240 5533 4365 3828 11300 8940 is_linear=0 shrinkage=0.04 Tree=85 num_leaves=31 num_cat=0 split_feature=28 9 28 23 20 10 29 30 33 30 24 30 28 15 14 30 3 10 34 28 28 1 23 0 30 3 0 0 2 3 split_gain=113.45 58.6612 46.497 42.8267 18.6231 16.6838 11.9394 11.6525 10.5785 6.96685 13.3995 7.8194 6.76935 7.10307 6.45782 6.29028 6.17155 7.84246 5.96381 5.59508 5.50905 5.38707 5.277 5.12841 13.7147 4.99742 4.93037 4.84208 6.27917 5.43269 threshold=17977.317152402316 0.91597561503675362 20442.294927291183 1319.2449999999992 20682.189750000001 0.60355339059327384 17641.94738862598 61.817226721143605 18361.477500000005 671.4688051908488 563.75749999999982 999.71168524896132 19133.008352018198 18875.238500000003 -0.048362832084465616 999.71168524896132 16.500000000000004 -0.37940952255126015 22610.377250000001 21465.801324169504 23639.606257191048 1.0000000180025095e-35 -175.06875000000215 19.500000000000004 143.29355799008667 10.500000000000002 14.500000000000002 14.500000000000002 3.5000000000000004 134.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 6 7 14 8 19 10 -8 -11 -2 18 -3 21 17 -9 -14 -4 -7 -5 -18 24 -15 -10 -26 -24 29 -29 right_child=1 3 5 15 -6 20 9 16 25 11 -12 -13 13 23 -16 -17 22 -19 -20 -21 -22 -23 27 -25 26 -27 -28 28 -30 -31 leaf_value=-54.175230298861429 -14.228959959183699 4.0291267089981941 -3.0484817714056107 3.0762950879006401 2.4112105339158747 -13.107458737740117 0.99204921449888872 3.1981308057955915 12.579385088963754 1.1592924047242605 9.930268533363714 7.225525425573827 0.41864756108361872 -5.1133027017165533 13.904669838425363 7.6464322845107917 -0.6947669288124797 -1.0187968972358619 6.6098826031813429 -0.33991866644882268 2.3454283895944692 0.079233277169373284 0.045508018462897766 -16.885383544843521 -1.0445874503713974 1.8571134298028003 1.7686996083663513 2.120233891060241 -0.47139161603784502 0.5942750561351714 leaf_weight=36297 7602 35 2261 465 309 2084 89 686 26 167 225 39 72 5233 155 89 3469 347 34 4074 63 2335 5910 2946 2193 199 1312 2219 1226 2312 leaf_count=36297 7602 35 2261 465 309 2084 89 686 26 167 225 39 72 5233 155 89 3469 347 34 4074 63 2335 5910 2946 2193 199 1312 2219 1226 2312 internal_value=-0.00222192 -0.000949519 -0.00136424 0.00374821 0.0107988 -0.00021965 0.0143662 9.87275e-05 -0.00132317 0.0112308 0.0149809 0.00551456 -0.00283251 -0.0022324 0.0229474 0.00126134 0.000675613 0.00366699 0.00807547 -0.00162589 -0.00359013 0.00092857 0.000471458 -0.00232592 -0.00183932 0.0072 9.70033e-05 0.000878717 0.00170436 0.00239152 internal_weight=84473 48176 44268 3908 1019 24876 710 22729 6560 520 314 206 19392 11790 190 2889 16169 1033 106 6335 2147 2800 15136 11684 8738 225 3505 11667 5757 4531 internal_count=84473 48176 44268 3908 1019 24876 710 22729 6560 520 314 206 19392 11790 190 2889 16169 1033 106 6335 2147 2800 15136 11684 8738 225 3505 11667 5757 4531 is_linear=0 shrinkage=0.04 Tree=86 num_leaves=31 num_cat=0 split_feature=28 9 28 23 19 10 25 34 30 24 23 24 28 28 19 15 13 1 10 0 30 10 10 28 0 14 14 36 30 28 split_gain=110.269 56.9829 45.6296 40.7374 22.5586 16.0918 13.3472 11.1883 10.555 8.74724 10.6417 8.63258 8.18837 7.04275 6.63446 6.54548 6.12482 5.81565 9.8528 6.46944 7.08343 6.24294 11.7844 5.97758 5.61864 9.66122 8.57805 5.61167 5.53529 5.50378 threshold=17932.335284549983 0.91597561503675362 20476.597578587021 1471.2150000000004 20572.988000000001 0.60355339059327384 -1199.2937500000005 28147.430000000004 61.817226721143605 496.01200000000068 752.32599999999923 718.67750000000171 22753.044317171043 19133.008352018198 19183.748500000005 18875.238500000003 -0.2102246306142678 1.0000000180025095e-35 0.37940952255126048 14.500000000000002 340.95608111853102 -0.9159756150367534 -0.70710678118654757 22164.948268321394 16.500000000000004 0.41202506375868281 0.44312301391210612 2322.2461243942175 344.46933688805467 23639.606257191048 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 4 6 7 -3 8 12 -8 11 14 -4 -2 -11 -15 -12 21 19 -19 24 23 -23 -10 26 27 -21 -26 -24 -7 right_child=1 3 5 -5 -6 29 9 -9 17 10 16 -13 -14 15 -16 -17 -18 18 -20 20 -22 22 28 -25 25 -27 -28 -29 -30 -31 leaf_value=-53.316118043188389 -13.748225757891285 14.024884274779543 -1.8991242824277972 0.63973846803769319 2.8377921357675957 -12.521365979247715 -1.5062026216697495 12.540314298472877 1.3423487377586676 2.622841938472479 8.6918431488739625 8.0259706521647463 0.15384403192605936 3.7482271393261373 6.1560716941556954 -3.6551535521178518 4.6736324145974661 -0.17859764551117366 -4.1349116446816945 -0.38212331034247654 6.4203346636223841 -3.1818309707393055 1.4314789269524435 4.0229790757226844 4.6457338194204985 -1.3306327374871665 3.2120638886681041 1.1338942313925109 5.0760890394132332 2.2516112540106561 leaf_weight=35964 7866 64 3898 2752 499 2034 72 60 329 56 113 166 2565 106 38 11992 217 5806 1413 532 121 860 2226 323 50 1715 1038 1408 127 63 leaf_count=35964 7866 64 3898 2752 499 2034 72 60 329 56 113 166 2565 106 38 11992 217 5806 1413 532 121 860 2226 323 50 1715 1038 1408 127 63 internal_value=-0.00221813 -0.000973758 -0.00138346 0.00361378 0.00968163 -0.000229242 0.0141818 8.34844e-05 3.73022e-05 0.0124955 0.0141017 0.0201538 -0.00132632 -0.00280385 0.0104681 -0.00219805 0.00933333 0.000589916 0.000157907 0.00057357 0.00164967 0.00194049 0.00121631 0.0055092 0.00140586 0.00043744 0.00336306 0.00283127 0.00268083 -0.00358035 internal_weight=84473 48509 44532 3977 1225 24568 726 22471 22411 662 590 260 6463 19964 94 12098 330 15948 12083 10670 4864 3865 3213 652 4743 3173 1570 1458 2353 2097 internal_count=84473 48509 44532 3977 1225 24568 726 22471 22411 662 590 260 6463 19964 94 12098 330 15948 12083 10670 4864 3865 3213 652 4743 3173 1570 1458 2353 2097 is_linear=0 shrinkage=0.04 Tree=87 num_leaves=31 num_cat=0 split_feature=28 9 28 23 30 30 19 10 30 28 1 30 23 13 33 28 30 28 23 34 30 1 15 30 10 15 0 22 0 10 split_gain=109.443 61.3491 47.9851 39.3453 24.2491 22.5788 20.4536 17.6547 12.7368 11.66 10.7437 9.57762 10.43 9.02041 8.93121 6.72707 6.20235 6.06474 6.04174 8.00241 5.99856 5.76091 5.74009 4.77702 5.75598 4.54111 4.49385 4.25109 4.23878 4.21422 threshold=17717.389682645113 0.91597561503675362 20279.942828669347 1319.2449999999992 378.79390869293047 611.6675602009542 18338.268000000004 0.60355339059327384 92.61574251484285 21886.23163247895 2.5000000000000004 906.87769618380878 642.76449999999943 0.75014288946266361 19061.857500000006 19133.008352018198 999.71168524896132 23569.860182108063 -144.86299999999935 25878.022500000003 170.1971875720354 1.0000000180025095e-35 18992.563000000006 344.46933688805467 -0.78656609248549325 24708.826250000002 9.5000000000000018 18285.413750000003 11.500000000000002 0.60355339059327384 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 4 -3 10 -7 8 9 -4 27 12 -8 -13 -11 -2 21 -9 -10 23 -21 -5 -17 26 -25 -19 -20 -6 -16 -24 right_child=1 3 7 16 5 6 11 17 18 14 -12 13 -14 -15 28 22 -18 25 19 20 -22 -23 29 24 -26 -27 -28 -29 -30 -31 leaf_value=-57.312042709867526 -13.989405361930663 0.85717825860901276 -1.912506200477196 2.9986741677981592 12.730424611770864 15.115603084523201 6.9463322840745461 -12.547857733984388 -0.50822360491188379 0.014759972759821669 2.8878465969252507 8.3391115261870237 0.19325614507536981 -0.53547088226989059 11.821558389729377 2.0121211098000171 6.8524676549467278 2.701763845583208 -0.45371342523095087 2.1995132667419024 5.694983201467517 -0.058639065597232309 -2.8889172357845401 -4.0173978908712984 4.5494456138088442 -1.903857922795011 0.81266566417331076 26.988232573110004 2.1146185833273821 -25.194081050929249 leaf_weight=34299 9242 374 5136 503 50 73 28 2339 3494 5488 63 133 332 46 26 230 95 37 2100 193 164 2422 7836 156 424 33 6772 147 54 2184 leaf_count=34299 9242 374 5136 503 50 73 28 2339 3494 5488 63 133 332 46 26 230 95 37 2100 193 164 2422 7836 156 424 33 6772 147 54 2184 internal_value=-0.00221197 -0.00102157 -0.00144794 0.00356681 0.00954735 0.0132018 0.00900653 -0.000337069 -9.49818e-06 -0.00103662 0.0230769 0.0063154 0.00255555 0.0138771 0.000231321 -0.00295342 0.00109934 -0.0036015 0.000816958 0.00132572 0.00720448 0.000772649 -0.00224781 0.00110368 0.00462069 0.008 0.000873759 0.0276751 0.0135 -0.00239122 internal_weight=84473 50174 45908 4266 1246 872 612 26416 24007 10704 260 539 360 179 5568 19492 3020 2409 13303 9809 357 2925 10250 9452 580 70 8872 197 80 10020 internal_count=84473 50174 45908 4266 1246 872 612 26416 24007 10704 260 539 360 179 5568 19492 3020 2409 13303 9809 357 2925 10250 9452 580 70 8872 197 80 10020 is_linear=0 shrinkage=0.04 Tree=88 num_leaves=31 num_cat=0 split_feature=28 9 28 23 2 10 30 28 20 34 24 30 30 30 23 13 10 1 14 3 0 30 1 13 28 19 30 1 30 18 split_gain=108.058 55.3927 45.0865 35.5884 22.0683 21.2193 15.2005 15.1375 14.6591 7.98676 7.9185 15.8028 9.07798 8.48968 9.77121 8.04509 7.08574 7.69668 13.0036 9.70225 6.95157 6.99646 6.35129 4.99571 4.95394 4.62852 9.0675 4.60643 4.5703 4.39392 threshold=17760.037526397693 0.91597561503675362 19896.094763075733 1471.2150000000004 1.0000000180025095e-35 0.60355339059327384 132.08540976130013 21512.492539524192 20612.422500000004 28147.430000000004 591.14550000000247 611.6675602009542 396.59994962553634 906.87769618380878 642.76449999999943 0.67167992559793654 0.37940952255126048 1.0000000180025095e-35 -0.10837475778693638 117.50000000000001 14.500000000000002 298.02129676399846 2.5000000000000004 0.39036257410962044 23569.860182108063 22659.774500000003 396.59994962553634 1.0000000180025095e-35 51.295582621867133 19750.331750000005 decision_type=2 2 2 2 2 2 2 2 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 25 4 -3 6 7 28 10 -9 -6 12 -12 14 -13 -15 20 18 19 -18 23 29 -14 -8 -7 -2 -27 -5 -4 -22 right_child=1 3 5 27 8 24 16 9 -10 -11 11 13 22 15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-53.847340628669883 -8.3005241465517585 14.962651843837467 -3.7555878163879726 2.807706706466421 0.68184868919013131 -12.875158589317625 1.1952538671031474 0.03737304487521062 0.96480009207275319 10.847413798395573 4.1242417256268169 6.6577999887467989 25.945610978392143 8.9780643344953113 0.72976033861641199 0.60827659109798171 10.439716648299184 -3.6213109365710956 -0.20529074797781643 7.0925664815238907 3.7144409842586628 5.5947010488807543 3.0869072116703276 -0.76948543303837469 2.013383281300281 -0.78777722823488239 7.0460367027997099 0.04619649083878688 -1.3054656245410916 1.147490078366376 leaf_weight=34632 15136 78 2826 495 122 3010 2958 9145 418 37 95 29 133 107 310 42 32 1362 280 57 422 364 36 2307 70 371 46 2336 4389 2828 leaf_count=34632 15136 78 2826 495 122 3010 2958 9145 418 37 95 29 133 107 310 42 32 1362 280 57 422 364 36 2307 70 371 46 2336 4389 2828 internal_value=-0.00220866 -0.00101611 -0.00142068 0.00337919 0.00867153 -0.000516769 -0.000158034 -0.000921389 0.00742415 0.000155956 0.0103707 0.0119043 0.0197879 0.00763934 0.00414159 0.0155973 0.00102168 -0.00131947 0.00380488 0.0171236 0.00147809 0.002829 0.0253491 0.000550806 -0.00366234 -0.00316929 0.000988009 0.000818085 -0.00229245 0.00224 internal_weight=84473 49841 45640 4201 1370 30087 27007 16397 1292 9182 874 752 264 488 339 149 10610 1731 369 89 8879 3614 169 5265 3080 15553 417 2831 7215 3250 internal_count=84473 49841 45640 4201 1370 30087 27007 16397 1292 9182 874 752 264 488 339 149 10610 1731 369 89 8879 3614 169 5265 3080 15553 417 2831 7215 3250 is_linear=0 shrinkage=0.04 Tree=89 num_leaves=31 num_cat=0 split_feature=28 10 30 28 30 35 23 28 0 22 14 34 34 0 28 28 30 30 19 0 32 30 22 28 24 28 3 13 1 18 split_gain=107.032 34.7726 30.8389 25.525 23.4301 43.5833 15.0104 14.7633 13.3783 17.517 9.25124 8.60804 7.75715 7.12705 8.01724 7.04452 6.79588 6.3631 6.15974 6.03157 5.84764 9.04881 5.52556 5.07839 5.05316 5.03494 5.00023 4.84514 4.64204 4.68089 threshold=18796.853753740394 0.60355339059327384 182.3310804235025 21377.470563991137 479.12341686379733 18875.380509672625 498.47150000000153 17276.846697237805 6.5000000000000009 20491.360000000004 0.75438814418115718 28147.430000000004 21813.613750000004 19.500000000000004 23978.514684770798 18394.787634331755 651.90431132161746 58.669242741070342 21730.368250000003 14.500000000000002 3132.5057656850986 391.74903798481489 16129.522250000004 19863.082625100724 684.00400000000093 17587.966687392556 10.500000000000002 0.22700754078277605 2.5000000000000004 16013.677500000003 decision_type=2 2 2 2 2 2 2 2 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 17 -1 12 -7 -8 9 16 15 28 -6 14 19 -9 18 -2 -4 20 27 -22 -16 -19 -14 -26 -18 -10 29 -5 right_child=1 -3 8 11 5 6 7 10 13 -11 -12 -13 24 -15 22 -17 26 23 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-34.916178042589983 -4.4051335297532299 -14.00673554787598 9.4495678097748552 2.8178123098869929 -6.472518570892678 -17.878410470540533 -9.635511996651104 8.7924041590762645 0.82537089963753019 0.5127938159887051 24.289570686387435 11.779799186566608 -32.288828024775505 -1.9883419296428486 12.957128872378066 2.6373989089691783 8.3891841535987375 -5.2878653449766198 -0.6526864460122721 2.2502955492815513 0.41756786212208846 6.5140301587906535 2.897014282022329 -0.78553378142867059 -3.6097361671211581 4.4792903467618475 2.8297697313500181 -0.70691263369285029 -0.64439892688778333 0.26740537848775453 leaf_weight=39148 4473 5349 151 23 2179 85 71 107 2877 616 121 47 158 1439 30 70 25 3216 25 2365 91 51 532 5419 122 230 273 3130 3108 8942 leaf_count=39148 4473 5349 151 23 2179 85 71 107 2877 616 121 47 158 1439 30 70 25 3216 25 2365 91 51 532 5419 122 230 273 3130 3108 8942 internal_value=-0.00221008 -0.000784411 -0.000346755 -0.00113176 -0.00363207 -0.00030926 0.0111542 0.014645 0.00135976 0.00557798 0.0185503 0.000191418 -0.0022447 0.000922491 0.00133715 0.0127232 0.0113586 -0.0023552 0.0175909 0.00103171 0.000371442 0.00839437 0.00596441 -0.0017209 0.00219608 0.00486364 0.00767785 0.000181787 0.000124906 0.000586725 internal_weight=84473 42182 36833 25228 42291 3143 454 369 11605 1090 298 12120 2689 10515 9076 177 474 13108 176 8514 6149 142 562 8635 510 352 298 6007 12073 8965 internal_count=84473 42182 36833 25228 42291 3143 454 369 11605 1090 298 12120 2689 10515 9076 177 474 13108 176 8514 6149 142 562 8635 510 352 298 6007 12073 8965 is_linear=0 shrinkage=0.04 Tree=90 num_leaves=31 num_cat=0 split_feature=28 9 28 23 20 24 10 30 28 28 10 34 19 30 34 0 30 30 30 30 10 21 13 30 2 30 30 19 1 22 split_gain=107.014 52.2501 43.23 35.2743 20.7686 11.7646 11.5327 18.7138 13.1833 10.9746 10.4127 9.93158 8.71849 11.5713 6.53197 7.12708 6.42434 6.41553 6.39569 6.04899 8.28114 5.75482 5.69544 5.46484 5.18522 11.6827 4.97565 4.9272 4.76805 4.48689 threshold=17717.389682645113 0.91597561503675362 20856.488996138669 1319.2449999999992 19989.300000000007 496.01200000000068 0.60355339059327384 143.29355799008667 18839.086057082455 23291.588217059209 0.60355339059327384 24416.021500000006 16098.298500000003 651.90431132161746 28147.430000000004 11.500000000000002 307.32529824101994 43.68727170395524 906.87769618380878 316.94103132715043 -0.78656609248549325 19751.333000000002 0.57077594689671507 999.71168524896132 4.5000000000000009 523.30664346596188 391.74903798481489 20505.845000000005 1.0000000180025095e-35 18517.087500000005 decision_type=2 2 2 2 2 2 2 2 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 5 -3 7 -2 -9 10 17 19 -7 16 -11 -16 -14 -4 -15 -10 -21 -19 -20 28 25 -6 -13 -22 -5 -18 right_child=1 3 9 23 24 12 -8 8 11 14 -12 26 13 18 15 -17 29 21 22 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-51.575663350199861 -4.5081913615195566 -3.06340520156827 -1.4950457518045874 2.8739158857246863 22.788822963097957 16.643867927811353 -26.801182774220514 -7.1439858771014295 -0.24729060767666261 0.75621720120992286 -10.597027626640868 1.31566219446388 1.8343536009290053 2.4558187533429798 17.135695783697248 1.1606707438912676 8.4247287831089803 1.3362134471226208 8.2050183710596443 -2.0976119201951811 2.5022955876234385 -0.14416903055229857 0.76946972684698456 6.4787422988463055 -3.016054887114608 2.1809319880452982 5.4984760778652788 5.5717022090998025 -0.10932369191405818 23.921406194127293 leaf_weight=34299 10565 87 2363 503 52 43 6699 1903 4472 6785 1463 106 45 199 22 43 100 1137 69 424 323 9356 32 95 181 260 36 211 2422 178 leaf_count=34299 10565 87 2363 503 52 43 6699 1903 4472 6785 1463 106 45 199 22 43 100 1137 69 424 323 9356 32 95 181 260 36 211 2422 178 internal_value=-0.00220108 -0.00102396 -0.00141744 0.0032105 0.00887319 0.0130518 -0.00255289 -0.00202661 -0.000494984 -9.05107e-05 -0.000720442 0.000486718 0.0148589 0.0136565 0.00122628 0.0138462 0.0189102 -0.000356566 0.008 0.000213627 0.00309812 6.74726e-05 0.016198 0.000874171 0.00249087 0.00561538 0.0109296 0.00641198 0.00056752 0.0211799 internal_weight=84473 50174 45908 4266 1246 753 24739 18040 7475 21169 14319 5572 666 623 6850 65 323 12856 300 5430 958 10493 101 3020 493 312 142 534 2925 278 internal_count=84473 50174 45908 4266 1246 753 24739 18040 7475 21169 14319 5572 666 623 6850 65 323 12856 300 5430 958 10493 101 3020 493 312 142 534 2925 278 is_linear=0 shrinkage=0.04 Tree=91 num_leaves=31 num_cat=0 split_feature=21 0 28 28 23 30 28 0 30 30 1 28 28 34 7 22 30 1 15 19 21 30 20 27 2 18 23 35 23 33 split_gain=103.798 38.1003 26.1421 22.7411 15.8904 17.5193 16.6522 12.7595 15.0355 11.7558 15.941 11.4744 9.47922 6.61625 7.2803 5.98973 5.64544 6.92668 5.5543 5.85478 5.17727 6.03528 5.81063 5.17292 5.0858 5.55773 4.97166 5.28773 4.44807 9.6524 threshold=18904.985000000004 6.5000000000000009 23012.551498405235 20583.236404707579 340.11924999999979 561.02947301335178 17276.846697237805 20.500000000000004 152.16792420328537 906.87769618380878 1.5000000000000002 21004.050656730276 18839.086057082455 28147.430000000004 1.0000000180025095e-35 21654.443000000003 344.46933688805467 1.5000000000000002 21236.637000000002 20473.065000000006 22019.122000000003 316.94103132715043 22666.975500000004 332.51099999999866 1.0000000180025095e-35 15268.897500000001 962.37949999999921 19216.267846726194 537.41224999999952 15900.542500000001 decision_type=2 2 2 2 2 2 2 2 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 4 7 28 -2 6 -6 8 11 23 15 -3 -10 -4 -15 -11 -8 -18 19 -14 21 -21 -23 -7 25 -25 -5 -28 -1 -30 right_child=1 2 13 26 5 9 16 -9 12 10 -12 -13 18 14 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31 leaf_value=-31.973676579522291 -10.947261640071337 -3.804379390066368 0.57123524978127005 0.3970536195135545 -16.602457652191557 4.8337651528102406 3.7332778898151417 -13.025266277324315 -6.2365868582761719 10.718844662838237 2.8640660675689666 -0.42578912734244501 -0.053978796726009054 1.0550070600328092 16.450267952349332 3.5037083204388808 27.825565430321216 4.9519164116891146 -0.92816276511950846 1.2498484323631838 -1.2053379854012884 2.0916736732164098 4.7106761748085475 2.17452133028348 -0.061008681036301637 5.4903656155321725 3.0109690924821697 7.5601470923323175 -8.5549530094663613 3.3626804298978956 leaf_weight=36920 341 10173 8018 1058 82 58 102 3246 1811 127 239 6640 3465 44 22 23 69 132 3198 1523 450 601 165 77 866 43 71 41 4520 348 leaf_count=36920 341 10173 8018 1058 82 58 102 3246 1811 127 239 6640 3465 44 22 23 69 132 3198 1523 450 601 165 77 866 43 71 41 4520 348 internal_value=-0.00220724 -0.000780924 -0.00106474 -0.00358564 0.00439277 0.00587899 0.0134545 -0.0015889 -0.00131392 0.00384368 0.00977892 -0.00207054 -0.000179436 0.000962889 0.0135758 0.02 0.0177822 0.0216716 0.000330992 0.00102901 0.0024111 0.00318217 0.00607833 0.00163218 0.000949289 0.00866667 0.00191453 0.00992857 -0.00373964 -0.00260312 internal_weight=84473 41515 39356 42958 2159 1818 385 31272 28026 1433 389 16813 11213 8084 66 150 303 201 9402 6204 2739 2289 766 1044 986 120 1170 112 41788 4868 internal_count=84473 41515 39356 42958 2159 1818 385 31272 28026 1433 389 16813 11213 8084 66 150 303 201 9402 6204 2739 2289 766 1044 986 120 1170 112 41788 4868 is_linear=0 shrinkage=0.04 Tree=92 num_leaves=31 num_cat=0 split_feature=28 10 0 28 30 30 21 24 14 1 28 24 19 33 28 28 32 24 27 30 0 1 24 1 30 23 16 29 10 1 split_gain=105.915 48.8959 49.3887 26.1504 14.3412 11.8162 11.4892 17.6653 14.0924 15.5858 11.4823 8.42491 7.80026 7.14668 6.78143 6.70489 6.2818 5.72834 5.80331 5.31951 5.25128 5.18864 5.23677 4.6331 4.62266 4.46261 4.25464 4.17465 4.06342 7.73547 threshold=17717.389682645113 0.60355339059327384 6.5000000000000009 19896.094763075733 88.20997262289427 282.20627341816379 21358.876000000004 496.01200000000068 0.74298546529340237 2.5000000000000004 21886.23163247895 1040.1494999999998 21277.393500000002 19061.857500000006 23569.860182108063 18912.854158012531 1487.5377684982925 4757.6867500000017 -98.344999999997512 378.79390869293047 11.500000000000002 1.0000000180025095e-35 1422.6605000000011 1.5000000000000002 594.09139670879711 1553.2549999999994 16665.103000000003 19625.528244557619 -0.9159756150367534 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 5 10 -4 7 15 11 12 -5 19 26 -12 -3 -2 25 18 28 -9 -15 22 -7 -17 -18 -13 -10 -14 29 -6 right_child=1 14 3 4 17 21 -8 8 9 -11 13 16 27 20 -16 23 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-48.506017707293793 -6.2273101915694928 -15.670917504903672 -6.1120008893524975 -1.9083315467991233 3.8982607134764744 -1.3359004868678295 -0.21101945534998268 1.0206463574175593 21.375310784677936 0.82907514669508997 -0.022372712726445792 6.3584153715604401 -0.10449426634870067 10.19178904385531 2.4400192739234772 -0.0056103430707151606 25.497523531437373 3.7560529596903227 0.82438908985176251 5.5021582965227855 1.9902750794836745 -1.1389612868713757 3.0697882658869577 3.3519308018587028 0.97643925047885238 2.6616707404389706 10.960486437945315 3.0460541147601248 -0.37909441190403897 -0.15102829870450524 leaf_weight=34299 289 8197 9007 6073 360 264 483 58 74 124 5221 26 37 26 70 35 23 280 7838 130 54 1769 427 31 593 53 189 26 7646 771 leaf_count=34299 289 8197 9007 6073 360 264 483 58 74 124 5221 26 37 26 70 35 23 280 7838 130 54 1769 427 31 593 53 189 26 7646 771 internal_value=-0.00218546 -0.00101439 -0.000459781 -0.000780754 -0.000127207 -0.00239191 0.00541502 0.00697156 0.00908327 0.0148444 -0.00122525 0.00614722 0.0194356 0.000135068 -0.00382581 -0.000957747 0.00411511 0.000612014 0.0005164 0.0136596 0.012 6.50397e-05 0.00300434 0.0105455 0.00275325 0.0147342 0.0224639 0.00679365 -0.000190043 0.00204774 internal_weight=84473 50174 41907 39736 28269 11467 2171 1688 1333 450 11374 883 326 5301 8267 355 695 16895 16615 188 80 2460 691 66 616 79 263 63 8777 1131 internal_count=84473 50174 41907 39736 28269 11467 2171 1688 1333 450 11374 883 326 5301 8267 355 695 16895 16615 188 80 2460 691 66 616 79 263 63 8777 1131 is_linear=0 shrinkage=0.04 Tree=93 num_leaves=31 num_cat=0 split_feature=28 10 30 30 14 28 28 24 33 23 22 14 28 27 28 29 30 0 21 33 19 0 24 16 13 3 30 21 19 36 split_gain=104.278 32.6926 25.6115 23.5991 34.9804 21.0029 17.2384 13.604 9.29295 10.6628 9.04198 7.12778 7.08599 6.46843 6.30607 5.37853 5.02564 4.71956 4.60734 6.7795 6.11426 4.40041 4.41921 4.25981 5.38942 4.1412 4.13182 4.11228 3.77853 3.6422 threshold=18796.853753740394 0.60355339059327384 132.08540976130013 499.11774944669639 0.080547328232315238 21042.988693752322 17276.846697237805 684.00400000000093 18152.130000000005 -67.853750000000204 21019.74625 0.75438814418115718 23358.803016599537 -98.344999999997512 18069.731345732016 25311.659437438397 485.82691111126024 19.500000000000004 21864.585000000003 15303.261750000001 20045.310500000003 15.500000000000002 4757.6867500000017 22197.262500000004 0.9550229469509578 28.500000000000004 44.719500166895713 21445.308750000007 18709.883500000004 2780.133310014025 decision_type=2 2 2 2 2 2 2 2 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 -1 28 -2 -6 -8 13 -10 11 14 -3 17 -9 26 -14 21 19 -15 25 22 -4 -20 -25 -21 -7 -11 -5 -23 right_child=1 12 8 4 6 15 7 10 9 27 -12 -13 16 18 -16 -17 -18 -19 23 20 -22 29 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-30.783790065358758 -3.0393275936663282 -12.594941817002342 -0.35174416482068416 -8.1034688081247381 -7.639080801000893 -0.95225353673077817 -12.346458243938764 12.212338208834066 -3.9875881897118921 6.1896568489222084 3.5314852242562553 22.736008701916969 3.1856176280088704 0.64429664033230127 4.4515905617811606 2.0583946795718675 -0.57509703818806246 -3.9206262058462573 -0.88830433568906564 8.4215911190241979 1.6767890172470679 3.0029476742663248 3.1330028622505393 1.0863155735667831 3.9420938292049259 2.3566210788290913 0.088849588322004194 2.618793488480204 0.22158408345462263 -0.36449530078093162 leaf_weight=39513 8992 5257 5344 1635 171 3173 67 89 166 135 87 92 37 3111 106 754 55 1080 1757 41 1956 672 220 1193 88 203 7156 314 531 478 leaf_count=39513 8992 5257 5344 1635 171 3173 67 89 166 135 87 92 37 3111 106 754 55 1080 1757 41 1956 672 220 1193 88 203 7156 314 531 478 internal_value=-0.00218593 -0.000778722 -0.000354357 -0.00358951 -2.59189e-05 -0.00131806 0.0084183 0.0125986 0.000800095 0.00562602 0.0155722 0.0189965 -0.00370088 0.000616241 0.0146667 -0.000152667 0.00730435 -0.000212472 0.00138987 0.00210055 0.0038 0.000182305 -0.00028325 0.000147464 0.00190164 0.00977049 -0.000390745 0.00882851 -0.00241182 0.00243478 internal_weight=84473 42182 36833 42291 2778 20075 612 441 16758 615 374 287 5349 16143 195 11083 92 7794 8349 5311 2200 6714 5564 3038 1281 244 10329 449 2166 1150 internal_count=84473 42182 36833 42291 2778 20075 612 441 16758 615 374 287 5349 16143 195 11083 92 7794 8349 5311 2200 6714 5564 3038 1281 244 10329 449 2166 1150 is_linear=0 shrinkage=0.04 Tree=94 num_leaves=31 num_cat=0 split_feature=28 9 28 23 19 0 24 30 28 19 30 28 9 30 1 0 29 1 27 2 30 0 2 18 14 14 30 36 0 9 split_gain=107.196 52.7321 43.147 34.2929 27.291 19.2131 17.0674 12.6936 9.01922 8.81593 10.9761 6.96936 6.5273 10.573 6.17106 5.84934 5.62246 5.53467 6.0226 5.49398 10.1341 5.04646 8.19053 10.0821 5.86656 5.74314 5.02564 4.53909 7.05276 5.12645 threshold=17509.054711704888 0.91597561503675362 19896.094763075733 1319.2449999999992 20073.358000000004 20.500000000000004 523.52874999999869 49.154644533130671 22753.044317171043 15853.760000000002 611.6675602009542 23358.803016599537 0.78656609248549325 366.63986074815097 2.5000000000000004 5.5000000000000009 17233.99060737716 1.0000000180025095e-35 1116.3064999999972 4.5000000000000009 611.6675602009542 14.500000000000002 3.5000000000000004 19328.327500000003 -0.67801649466304881 0.56191161272202661 485.82691111126024 2789.863876052787 16.500000000000004 -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 2 12 4 6 7 -3 8 -4 -8 15 -7 -2 -14 21 -11 -15 18 -5 20 -6 25 23 -23 -25 -9 -13 29 -29 -26 right_child=1 3 5 17 19 11 9 14 -10 10 -12 26 13 16 -16 -17 -18 -19 -20 -21 -22 22 -24 24 27 -27 -28 28 -30 -31 leaf_value=-51.802296160812695 -7.9197025160632988 -0.98899411255546865 -2.4060034303987541 7.340735448463656 21.903412426377614 -10.099529321854561 16.681518110273359 -0.71934398875790717 0.16805633415276486 5.2624279323696337 4.2916628014171021 3.0581929228885141 -1.9484354296464679 -2.8400032423588768 -0.50006942372254903 29.075048399970044 3.947214535965835 -0.05028491158215407 2.4169739294406187 -3.8256616178981222 1.1917703549255447 5.9979442949957082 -0.5858963615008792 -0.75469759943577419 6.5951370713399102 0.84078759059053076 -0.55209315666051495 2.6349047732415807 0.027940779809193465 1.8076950543072448 leaf_weight=32634 16110 121 3939 20 86 2924 46 4476 1888 272 319 37 919 55 5496 40 143 2575 509 221 316 239 2078 841 270 3436 55 872 1990 1546 leaf_count=32634 16110 121 3939 20 86 2924 46 4476 1888 272 319 37 919 55 5496 40 143 2575 509 221 316 239 2078 841 270 3436 55 872 1990 1546 internal_value=-0.00215752 -0.00102695 -0.00142148 0.00309834 0.0082449 -0.000507463 0.0131429 -0.000170072 -0.00182392 0.015616 0.0143835 -0.00353581 -0.00301782 -6.08783e-05 0.000283561 0.0197179 0.00832323 0.000742267 0.00446881 0.00197111 0.00475622 0.000686308 0.00140582 0.0021827 0.00183439 -2.62901e-05 0.00730435 0.00238734 0.00139483 0.00395154 internal_weight=84473 51839 47314 4525 1421 30087 798 27071 5827 677 631 3016 17227 1117 21244 312 198 3104 529 623 402 15748 7836 5758 5519 7912 92 4678 2862 1816 internal_count=84473 51839 47314 4525 1421 30087 798 27071 5827 677 631 3016 17227 1117 21244 312 198 3104 529 623 402 15748 7836 5758 5519 7912 92 4678 2862 1816 is_linear=0 shrinkage=0.04 Tree=95 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 30 30 19 23 28 19 30 23 24 1 28 30 1 28 23 33 23 17 33 26 1 30 0 24 21 split_gain=105.573 51.8571 53.5777 26.3323 16.8733 29.8613 15.3757 13.6195 17.1025 13.4521 11.9591 8.64793 8.40242 7.17778 7.17889 7.15715 6.70037 8.33712 6.29948 5.97537 7.00805 5.89344 5.89277 5.58273 5.3956 5.19055 5.02564 4.62957 5.93348 4.78203 threshold=17509.054711704888 0.60355339059327384 6.5000000000000009 19456.608928125497 509.34400000000011 577.15728802371325 94.950705173536093 17143.774500000003 1553.2549999999994 21512.492539524192 21686.975500000004 261.77255289176111 695.71550000000036 718.67750000000171 1.0000000180025095e-35 23358.803016599537 906.87769618380878 1.5000000000000002 18912.854158012531 -111.41149999999833 18152.130000000005 695.71550000000036 25926.137500000004 15960.078000000001 4479.9599999999991 1.5000000000000002 485.82691111126024 14.500000000000002 4757.6867500000017 17996.947500000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 18 10 9 8 -7 -5 13 -4 -9 -6 -15 -3 -14 23 -2 -8 27 -16 -11 -18 -22 -20 -17 28 -21 -29 right_child=1 15 3 6 5 7 19 12 -10 22 -12 -13 16 14 21 26 17 -19 25 20 24 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-49.730204314380245 -5.1067244615497476 -14.884250602409127 -9.1569513142373555 -2.3593546229092879 3.735269829269936 12.910125425385045 -0.71893187899893218 5.0233124709419448 1.9304054923946612 -0.13350987782269277 -1.9008256665119161 -0.82524473062165049 0.19570302330863876 27.758062193857619 6.3057683614975559 2.9358652059729078 11.73699029088951 1.9672730152660114 0.089337031165260761 -0.051710932776786213 1.9881048671067931 4.5769300752144799 3.0162262460793734 4.3597008375004007 7.832103250783863 3.0482047130134151 -0.53000943039408688 2.25710696821919 3.1583074889980129 1.0512097462768661 leaf_weight=32634 402 8886 6525 6608 145 93 4855 57 148 6376 45 2346 944 53 105 37 20 201 40 7046 298 74 344 72 57 31 55 202 287 5487 leaf_count=32634 402 8886 6525 6608 145 93 4855 57 148 6376 45 2346 944 53 105 37 20 201 40 7046 298 74 344 72 57 31 55 202 287 5487 internal_value=-0.00215278 -0.00103081 -0.000451787 -0.000798497 0.00531687 0.00695554 -0.000257289 0.00436482 0.0130954 -0.00128992 0.0163791 -0.00272393 0.00273879 0.0187056 0.023069 -0.00379506 0.00204689 0.00733106 -0.001463 0.000497586 0.000933841 0.0192402 -2.97629e-05 0.0173043 0.00647887 0.00952113 0.00730435 0.000782675 0.000118368 0.00163895 internal_weight=84473 51839 42861 40431 2430 1957 31560 1535 241 13328 422 8871 1294 377 232 8978 1237 293 473 18232 13377 179 6720 92 355 71 92 13022 7333 5689 internal_count=84473 51839 42861 40431 2430 1957 31560 1535 241 13328 422 8871 1294 377 232 8978 1237 293 473 18232 13377 179 6720 92 355 71 92 13022 7333 5689 is_linear=0 shrinkage=0.04 Tree=96 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 30 30 19 23 19 28 30 23 0 30 1 28 1 30 33 14 0 2 18 14 28 1 30 31 1 split_gain=104.161 51.1043 48.6212 25.2574 15.5159 23.9995 14.5892 12.9183 15.7847 10.2774 9.67159 8.97439 8.47175 7.46267 6.18237 8.0689 5.95626 5.86408 8.79666 5.84541 5.67468 6.66039 10.548 12.3223 6.08438 5.55358 4.83619 4.4998 4.48669 4.39955 threshold=17509.054711704888 0.60355339059327384 6.5000000000000009 19456.608928125497 496.01200000000068 577.15728802371325 49.154644533130671 17143.774500000003 1553.2549999999994 21686.975500000004 22753.044317171043 285.57924260621616 695.71550000000036 5.5000000000000009 906.87769618380878 1.5000000000000002 18912.854158012531 2.5000000000000004 465.7230198957422 15960.078000000001 -0.70289845916694649 14.500000000000002 3.5000000000000004 19750.331750000005 0.56191161272202661 23358.803016599537 1.0000000180025095e-35 210.84675618813299 23794.209726562502 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 16 9 10 8 -7 13 -5 -4 -9 26 -14 19 -2 20 -19 -16 -8 24 23 27 -22 -3 -6 -23 -12 -18 right_child=1 25 3 6 5 7 17 12 -10 -11 28 -13 14 -15 15 -17 29 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-47.740996141805084 -5.0011273424042155 -14.28888057831279 -8.3699157980876446 -2.5039387994944815 -7.3706349677833396 12.393720408369695 -0.77072682884540755 4.8223799721042981 1.8531892726988233 -1.8247926398514727 -0.015400934899742567 -0.4503041955847632 0.18787490237624829 26.465965415761854 11.267510679253894 1.888582094655332 0.32488260845816924 -0.6417912430603846 4.1517303777903063 4.185312804000402 -0.83042731158508187 3.8814188971347621 -0.45996634403766706 1.2208946155609302 0.80248063762535826 1.781328980719117 5.2121146410517554 8.2790316399980348 3.8996149243964537 2.9262765244928732 leaf_weight=32634 398 8886 6856 4463 21 93 2993 57 148 45 1796 2015 944 66 20 201 38 6467 117 72 4168 394 2236 4603 4062 92 296 169 92 31 leaf_count=32634 398 8886 6856 4463 21 93 2993 57 148 45 1796 2015 944 66 20 201 38 6467 117 72 4168 394 2236 4603 4062 92 296 169 92 31 internal_value=-0.00214757 -0.00103312 -0.00045832 -0.000788604 0.00503704 0.00659603 -0.000258556 0.00426059 0.0127635 0.014972 -0.00197197 -0.00267433 0.00267697 0.0170966 0.00198221 0.00705802 -0.00151606 0.000173112 -0.000852978 0.0168696 0.000535838 0.00084135 0.00171197 0.00270538 5.83223e-05 -0.00377723 0.0145489 0.0082913 0.000427965 0.00933333 internal_weight=84473 51839 42861 40431 2430 1963 31560 1535 241 428 6351 8871 1294 383 1237 293 467 25209 6584 92 18625 15632 7402 5166 8230 8978 317 563 1888 69 internal_count=84473 51839 42861 40431 2430 1963 31560 1535 241 428 6351 8871 1294 383 1237 293 467 25209 6584 92 18625 15632 7402 5166 8230 8978 317 563 1888 69 is_linear=0 shrinkage=0.04 Tree=97 num_leaves=31 num_cat=0 split_feature=21 0 28 28 23 0 30 30 28 28 28 30 30 1 1 21 35 27 30 23 10 14 31 23 33 30 31 7 3 15 split_gain=101.925 30.5984 22.6772 21.2428 19.617 15.1643 17.392 14.5933 16.9356 12.3551 11.3528 9.03792 8.27004 11.2001 8.15051 7.11536 6.81722 6.11276 5.94218 5.68631 5.27945 6.97989 4.50718 4.37543 14.3309 11.01 4.23036 6.33683 11.367 4.17958 threshold=18551.404500000001 6.5000000000000009 23012.551498405235 20345.276365955404 322.82549999999907 19.500000000000004 152.16792420328537 561.02947301335178 17162.107960079811 20512.406723452277 18876.051392832607 391.74903798481489 906.87769618380878 1.5000000000000002 1.0000000180025095e-35 21864.585000000003 20838.654237351195 377.21200000000141 49.154644533130671 677.37550000000203 -0.60355339059327384 -0.29342786347392819 24106.102994791672 498.47150000000153 15408.651250000001 378.79390869293047 23128.491796875005 1.0000000180025095e-35 10.500000000000002 21151.563000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 5 22 -2 6 9 8 -6 -3 -8 -10 17 16 -13 20 -14 -9 -11 -16 -12 -22 23 -1 -25 -26 -4 -28 -29 -23 right_child=1 2 26 -5 7 -7 10 12 11 18 15 14 13 -15 19 -17 -18 -19 -20 -21 21 29 -24 24 25 -27 27 28 -30 -31 leaf_value=-32.823257161006147 -9.6459470563684686 -4.7139532415751679 0.29861859338208718 0.60309079627358331 -13.226799356762822 -8.2728784911504505 -4.3710200759227238 4.1599034585281958 3.1677956533359053 -1.4535965990238944 0.17768773346607453 26.995776534421775 11.66665229283527 2.4133909506336026 6.3607920017805109 -0.84268037301886523 2.1849270343855953 0.2789554179430303 -0.073702749588816188 4.2322199892388337 0.45199922271949761 3.196918464553566 4.6295921267309819 -10.978784212330954 -2.6048627790981165 4.9678034738235111 0.9359741112222727 15.537567702443139 2.2994121507680707 0.016661821496922805 leaf_weight=34469 516 7884 7113 1140 118 6127 2217 83 187 2969 2593 52 112 272 78 2512 53 1078 5715 75 1631 1490 48 4140 261 236 735 32 223 314 leaf_count=34469 516 7884 7113 1140 118 6127 2217 83 187 2969 2593 52 112 272 78 2512 53 1078 5715 75 1631 1490 48 4140 261 236 735 32 223 314 internal_value=-0.0021381 -0.000811156 -0.00107568 -0.00359299 0.00337805 -0.00153557 -0.0011323 0.00508918 0.0109804 -0.00194544 0.000120107 0.0149796 0.00320901 0.00789931 0.0207805 0.0007822 0.0161212 0.00144358 -0.000904653 0.0161307 0.00152754 0.00255604 -0.00374971 -0.00376474 -0.00261117 0.00380684 0.000822904 0.00327273 0.00870588 0.00427051 internal_weight=84473 44179 41555 40294 2624 33452 27325 2108 510 16568 10757 392 1598 437 205 8540 165 1161 8684 153 6028 3435 39154 39106 4637 497 8103 990 255 1804 internal_count=84473 44179 41555 40294 2624 33452 27325 2108 510 16568 10757 392 1598 437 205 8540 165 1161 8684 153 6028 3435 39154 39106 4637 497 8103 990 255 1804 is_linear=0 shrinkage=0.04 Tree=98 num_leaves=31 num_cat=0 split_feature=28 10 0 28 30 15 23 28 30 30 30 30 1 23 33 21 28 21 1 31 1 14 24 30 18 1 22 2 30 14 split_gain=104.303 49.063 38.6134 22.6148 14.5233 12.0612 10.5257 10.4228 7.72767 6.54725 14.1846 9.38574 6.35743 6.15315 7.3308 6.12523 5.23461 5.13566 4.92296 4.77581 4.76954 4.73621 8.92653 4.71895 4.66672 5.19058 4.48382 5.92544 4.20418 10.3499 threshold=17627.962341629853 0.60355339059327384 6.5000000000000009 19353.22745451182 58.669242741070342 17338.576500000006 1258.8235000000006 21422.717442394216 323.68458316081779 247.77089641851128 561.02947301335178 378.79390869293047 1.0000000180025095e-35 -111.41149999999833 18152.130000000005 17475.561500000003 23291.588217059209 21680.850500000004 1.0000000180025095e-35 23794.209726562502 1.0000000180025095e-35 0.16587474750015932 797.79600000000039 906.87769618380878 18566.652000000006 1.5000000000000002 20122.612500000003 1.5000000000000002 454.25640810599197 0.04621408538533487 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 5 8 7 6 21 -5 -4 -7 11 20 -13 -6 15 -15 -3 -16 -10 -9 -11 -2 -23 -8 25 -22 27 -12 -1 -30 right_child=1 16 3 4 13 9 23 19 18 10 26 12 -14 14 17 -17 -18 -19 -20 -21 24 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-46.09700220571888 3.0120040362385936 -13.202670783773655 -7.4752808868059493 -2.9939420297052295 -0.61763388946516706 -1.356931435320397 -0.79046068810982928 -0.24860933560812482 2.480978307454873 -2.4693388309926081 4.083999733705479 23.201812543093862 4.8555615435827706 2.0171437561077883 14.976244629351353 0.20272409592046281 1.423812769640989 2.0257600576342423 -2.1934309081887813 3.1203190923633795 3.7171909485520622 1.4764703186944363 18.467926046854181 8.8253298971593601 4.5694581686650029 -0.33386414086837235 0.04849998232742924 0.69227803125730603 -8.8110261466401063 6.6866038502605392 leaf_weight=31669 112 8443 6250 3917 6514 259 102 4041 444 76 133 32 148 649 25 16581 105 448 1045 106 88 35 112 51 31 77 767 249 1583 381 leaf_count=31669 112 8443 6250 3917 6514 259 102 4041 444 76 133 32 148 649 25 16581 105 448 1045 106 88 35 112 51 31 77 767 249 1583 381 internal_value=-0.00211253 -0.000969316 -0.00041067 -0.000698652 -0.000233079 0.00466197 0.0108544 -0.00170337 -0.00264065 0.00329032 0.00424485 0.0102478 0.0173333 0.000256513 0.00064328 0.000508415 -0.00373327 0.00555602 -5.10419e-05 -0.000305764 0.00555882 0.0157683 0.0204898 0.00253595 0.00885714 0.00618182 0.00188338 0.00542408 -0.00384063 -0.00204481 internal_weight=84473 50840 42292 40020 32281 2272 412 8064 7739 1860 1601 452 180 24217 17703 17230 8548 473 1489 4147 272 259 147 153 196 165 1149 382 33633 1964 internal_count=84473 50840 42292 40020 32281 2272 412 8064 7739 1860 1601 452 180 24217 17703 17230 8548 473 1489 4147 272 259 147 153 196 165 1149 382 33633 1964 is_linear=0 shrinkage=0.04 Tree=99 num_leaves=31 num_cat=0 split_feature=28 10 0 28 30 28 15 14 30 30 30 30 23 1 23 33 21 23 28 17 24 1 18 1 26 15 1 30 0 1 split_gain=103.835 49.3656 36.3761 22.3445 13.9814 13.1723 12.1252 12.3959 7.62971 6.67281 13.2807 10.9318 7.45268 6.64989 5.64869 5.9931 5.43569 5.33358 5.22268 5.07028 5.00486 4.26933 4.42099 4.95134 4.19949 4.18458 4.06282 3.88608 3.7279 4.58633 threshold=17587.966687392556 0.60355339059327384 6.5000000000000009 19353.22745451182 94.950705173536093 20891.231500020458 17300.525000000005 0.21652257995689161 279.39745743895998 247.77089641851128 561.02947301335178 378.79390869293047 626.64999999999975 1.0000000180025095e-35 -111.41149999999833 18152.130000000005 17475.561500000003 498.47150000000153 23291.588217059209 25926.137500000004 1845.557500000001 1.0000000180025095e-35 18566.652000000006 1.5000000000000002 4971.2412499999982 16623.810500000003 1.0000000180025095e-35 465.7230198957422 14.500000000000002 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 2 6 8 5 -5 7 25 -4 -8 11 21 -12 -13 -6 16 -16 -9 -3 -7 -19 -11 23 -23 -17 -2 -10 -20 -18 -30 right_child=1 18 3 4 14 19 9 17 26 10 12 13 -14 -15 15 24 28 20 27 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-40.791929689095454 4.8467513655316976 -12.738990200361082 -8.0688108450664444 -2.9683618762404245 -0.68694344065463309 -0.20541290882327753 -1.3977917858475772 -1.5119542472123231 1.8025282716090163 -2.8659694907994804 6.6860573755195087 22.713900730313689 0.60590292312896599 4.7621821371072217 2.5371465318099484 1.7618656407499382 0.00042170031099730636 17.88335840136746 3.1054516668326251 2.524567947662546 8.1067065983900264 3.5244491430454428 4.3866798419183741 -0.3444885815236261 9.882628266545499 0.48094053617802773 -2.2675459129951112 0.56042922505441606 1.4864818408531766 -0.27242669004001835 leaf_weight=33300 36 8594 5956 4918 4990 8344 272 21 548 80 20 33 1147 153 496 313 7208 119 27 344 36 94 31 84 42 192 1371 78 4097 1529 leaf_count=33300 36 8594 5956 4918 4990 8344 272 21 548 80 20 33 1147 153 496 313 7208 119 27 344 36 94 31 84 42 192 1371 78 4097 1529 internal_value=-0.00211017 -0.000978877 -0.000416632 -0.000697879 -0.00023184 -0.00120712 0.00445556 0.0107525 -0.00260825 0.00312644 0.0040877 0.00972631 0.00179263 0.0172903 0.000478714 0.000898793 0.00076219 0.0187273 -0.00372411 -0.000270719 0.0212903 0.00485813 0.00786603 0.0054382 0.00602817 0.00459649 -0.0004148 0.00514286 0.000603396 0.00137504 internal_weight=84473 51173 42474 40156 32281 13606 2318 404 7875 1914 1642 475 1167 186 18675 13685 13330 176 8699 8688 155 289 209 178 355 228 1919 105 12834 5626 internal_count=84473 51173 42474 40156 32281 13606 2318 404 7875 1914 1642 475 1167 186 18675 13685 13330 176 8699 8688 155 289 209 178 355 228 1919 105 12834 5626 is_linear=0 shrinkage=0.04 Tree=100 num_leaves=31 num_cat=0 split_feature=28 10 0 28 16 23 30 28 14 30 30 30 23 1 23 29 13 24 1 0 2 14 18 14 31 25 21 1 19 28 split_gain=102.608 52.9829 41.05 25.5042 17.1578 18.3097 13.1963 8.87381 7.80273 7.659 10.9118 7.65455 6.26615 6.31681 6.10526 5.8622 5.63585 5.55064 5.77511 5.84104 7.57847 9.47978 12.236 5.38529 4.72586 4.37879 4.32172 4.11633 4.08171 3.97871 threshold=17354.197431334105 0.60355339059327384 6.5000000000000009 19353.22745451182 16665.103000000003 1319.2449999999992 49.154644533130671 21512.492539524192 0.19969739736768838 273.77480480175336 651.90431132161746 279.39745743895998 423.82899999999978 2.5000000000000004 861.44399999999962 17058.508109012106 0.94704596667653973 4757.6867500000017 2.5000000000000004 14.500000000000002 3.5000000000000004 -0.67801649466304881 19784.430500000006 0.56191161272202661 23794.209726562502 3478.6800000000007 21583.024000000005 1.0000000180025095e-35 20277.017500000005 23291.588217059209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 5 8 7 -5 14 -6 12 -4 -11 25 -2 -10 -7 18 19 23 21 -21 28 26 -9 -14 -8 -13 -23 -3 right_child=1 29 3 6 9 16 17 24 15 10 -12 27 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-46.874709509211101 5.3451400831771982 -12.949384711687435 -8.3071980230066167 -2.9089354016208406 -2.0287615027919159 0.43499445629844763 -0.19720272915991868 -0.31105271207299284 22.531133089035453 -0.072059173245758196 0.19215579380329056 1.5626328723818577 6.8679167089824897 1.1938209637421022 1.2401072739082639 10.422048812465803 2.2253224335873334 3.0233727581425165 -0.57276787168037802 -0.67208280505101359 -0.49698056178831407 3.1321044297279479 1.1700617138168192 0.65712596262616163 2.9547397792767875 21.358776677813957 -2.2979819268335326 -2.3567528316435671 6.5876913060853814 1.2833628036712341 leaf_weight=31302 79 9399 6655 3352 435 346 4307 3041 116 134 745 595 275 141 141 162 54 307 6658 1259 2559 325 4530 3938 92 22 1647 1486 266 105 leaf_count=31302 79 9399 6655 3352 435 346 4307 3041 116 134 745 595 275 141 141 162 54 307 6658 1259 2559 325 4530 3938 92 22 1647 1486 266 105 internal_value=-0.00210638 -0.00103673 -0.000447662 -0.000759393 0.00437736 0.00887305 -0.000240514 -0.00185351 0.013992 0.00207306 0.00359301 -0.00267674 0.00774825 0.0100639 0.00836364 0.018446 0.0025 0.000164986 0.000100591 0.000458605 0.00119969 0.0019373 0.00270182 -0.000211081 -0.000323014 0.0133737 -0.000970105 -0.000559347 0.00811506 -0.00374327 internal_weight=84473 53171 43667 41017 2650 898 32281 6485 498 1752 1317 8736 572 438 220 278 400 25796 25489 18831 8939 6380 5121 9892 3133 297 5954 2081 591 9504 internal_count=84473 53171 43667 41017 2650 898 32281 6485 498 1752 1317 8736 572 438 220 278 400 25796 25489 18831 8939 6380 5121 9892 3133 297 5954 2081 591 9504 is_linear=0 shrinkage=0.04 Tree=101 num_leaves=31 num_cat=0 split_feature=28 10 30 14 30 28 9 29 28 33 22 0 33 0 28 1 14 16 3 32 23 33 30 30 20 9 20 28 33 28 split_gain=102.666 29.426 26.2066 24.8453 18.8184 17.5916 8.23074 9.02219 9.08048 7.07605 6.5849 6.53313 8.39143 7.83282 6.42857 6.37118 11.1596 9.04486 5.82226 7.77169 5.68783 29.0255 18.7922 5.4694 5.22011 5.14459 4.61887 4.45606 4.22402 4.08346 threshold=18839.086057082455 0.60355339059327384 499.11774944669639 0.011826144619637555 132.08540976130013 20928.753975591248 0.91597561503675362 15828.268580890895 18069.731345732016 15564.6625 21054.709750000005 19.500000000000004 18152.130000000005 14.500000000000002 17162.107960079811 1.0000000180025095e-35 -0.10837475778693638 19784.527500000004 14.500000000000002 1973.9333223360838 444.710000000001 15730.071250000003 391.74903798481489 344.46933688805467 21078.616000000005 0.98296291314453421 20444.864500000003 17276.846697237805 19949.963750000003 23224.351260753909 decision_type=2 2 2 2 2 2 2 2 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 20 9 5 -2 -5 -8 10 -4 14 12 13 18 -9 16 17 -13 19 -6 -1 -22 26 -15 -14 -24 27 -23 -7 -3 right_child=1 29 3 6 11 28 7 8 -10 -11 -12 15 24 23 -16 -17 -18 -19 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-30.129246620730939 -2.5593589612827832 -8.748755671066867 -2.5706876259473876 -31.891809659461899 7.3197749001609171 -0.07315572695966012 -4.4881973179003003 9.9409280950564582 4.152502895894548 3.488127387254496 -0.81185483802188863 -0.2703153253147042 4.4000781992493145 1.2148245519876846 16.067112094095847 -3.9386005115421807 -0.25194965475187575 9.5696041447668563 -0.019621117823016222 2.1797910144212604 -12.680922863380367 -5.7965789023958498 5.9040496490667742 5.3707245536310779 1.3631715492713685 28.035699033709406 -4.256548780779128 4.0618740419044146 4.7112272484812747 1.2094091579615645 leaf_weight=34283 8393 5146 2033 98 38 11562 101 48 261 99 33 41 185 4304 162 1540 305 61 9195 308 4908 59 142 275 347 24 211 162 33 116 leaf_count=34283 8393 5146 2033 98 38 11562 101 48 261 99 33 41 185 4304 162 1540 305 61 9195 308 4908 59 142 275 347 24 211 162 33 116 internal_value=-0.00210117 -0.000693829 -0.00348292 0.000232803 -0.00029158 -0.00111827 0.00675391 0.00849587 0.0106825 -0.00191745 0.0162469 0.000703897 0.000993174 0.000807364 0.0188571 -0.00147304 0.00297789 0.0144314 0.0001547 0.00524855 -0.00374767 -0.00255431 0.00576589 0.00216728 0.00592481 0.0172048 0.00137037 0.00541176 -0.000108668 -0.00349069 internal_weight=84473 41849 42624 2835 36587 19988 703 605 504 2132 243 16599 14652 14120 210 1947 407 102 9541 346 39789 5506 598 4579 532 166 432 221 11595 5262 internal_count=84473 41849 42624 2835 36587 19988 703 605 504 2132 243 16599 14652 14120 210 1947 407 102 9541 346 39789 5506 598 4579 532 166 432 221 11595 5262 is_linear=0 shrinkage=0.04 Tree=102 num_leaves=31 num_cat=0 split_feature=28 10 30 14 30 28 28 9 0 33 22 0 30 21 14 30 27 28 0 30 28 2 3 19 1 15 28 22 1 32 split_gain=101.843 32.8319 23.4382 23.0315 19.2684 18.4829 9.0806 9.66423 7.59875 7.47143 7.12387 6.63514 6.42835 5.9236 10.1202 6.95946 5.97002 5.79625 7.88631 8.04996 5.4299 4.6661 5.77402 4.5564 4.3146 4.11633 4.09857 4.09697 3.89253 3.66282 threshold=18526.887804915797 0.60355339059327384 485.82691111126024 0.11478523713130605 186.23884092087272 20856.488996138669 16889.64037526316 0.91597561503675362 19.500000000000004 18152.130000000005 21054.709750000005 15.500000000000002 107.3178035983771 21680.850500000004 0.65720762023595369 359.26101851666823 448.13124999999678 17237.655672342295 5.5000000000000009 788.77855333263017 18025.577625592839 4.5000000000000009 22.500000000000004 20139.201000000005 1.5000000000000002 19328.499000000003 23224.351260753909 20296.225000000002 2.5000000000000004 2919.8780051148451 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 17 5 12 -5 -8 9 11 20 13 -2 14 -6 23 27 -4 -19 -20 24 22 -7 -16 -9 -11 -3 -17 -24 -27 right_child=1 26 3 6 8 21 7 10 -10 25 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 28 -25 -26 29 -28 -29 -30 -31 leaf_value=-26.814284979859405 -3.1761660778289253 -9.0207874239409858 -13.467161280274068 -9.9646738513430861 0.45362191865382284 1.5263989544502681 -25.398300108508685 20.776112017998624 -1.8641577886658161 3.8367890562295397 1.9346778634108672 2.4371886480503639 -0.73050426093449972 -0.65874271676501683 3.6521114873890457 7.8293406183731076 4.3682038886443859 4.5304385095933011 -1.3217397184307782 2.5690984984251295 5.7048918977294818 -2.3640041418644269 0.11664891427128359 -0.40574791044778558 5.8173987402274445 4.5222498512498159 1.1610327916431573 4.2200276833621464 -0.61507724787701845 0.69422940177701753 leaf_weight=37637 7060 5904 1068 130 4309 1262 69 78 1414 53 74 2124 4041 2794 114 110 361 21 871 148 106 817 9624 332 91 159 116 66 3338 182 leaf_count=37637 7060 5904 1068 130 4309 1262 69 78 1414 53 74 2124 4041 2794 114 110 361 21 871 148 106 817 9624 332 91 159 116 66 3338 182 internal_value=-0.00209596 -0.00076958 -0.0035503 8.13243e-05 -0.000336479 -0.000945912 0.00738686 0.0102584 0.000989182 0.00135647 0.0129627 0.00114789 -0.00218395 0.000625277 0.00141194 0.00507426 0.00814153 -0.00181784 0.000307691 -0.000192346 0.0159273 -3.21797e-05 0.000136669 0.00138116 0.0203787 0.00676142 -0.00351495 0.0141818 -0.000114798 0.00514956 internal_weight=84473 44180 40293 2656 38160 26142 548 418 12018 10604 349 10210 11101 8086 5292 983 537 2108 1040 1019 275 15041 14224 446 169 394 6020 176 12962 341 internal_count=84473 44180 40293 2656 38160 26142 548 418 12018 10604 349 10210 11101 8086 5292 983 537 2108 1040 1019 275 15041 14224 446 169 394 6020 176 12962 341 is_linear=0 shrinkage=0.04 Tree=103 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 30 30 20 15 30 14 18 28 23 1 30 14 0 36 0 23 14 1 18 31 28 28 0 1 0 split_gain=102.704 52.4099 40.9281 23.5508 15.287 34.2295 12.23 10.97 10.9119 9.53544 8.40468 8.18937 6.23757 6.02587 5.06079 6.29629 4.97405 6.28293 10.1965 8.31021 5.61946 4.85227 4.33383 4.31306 5.01462 4.25667 4.12361 3.99448 5.53646 8.57606 threshold=17315.650473998099 0.60355339059327384 6.5000000000000009 19421.760309143268 496.01200000000068 577.15728802371325 42.674423497922525 21694.295250000003 16828.332000000006 198.24590076939623 -0.30164489695395946 16707.793500000003 22567.36053741425 626.64999999999975 2.5000000000000004 430.806655812781 -0.70289845916694649 14.500000000000002 2768.355991865626 16.500000000000004 -318.74499999999892 0.56191161272202661 2.5000000000000004 19750.331750000005 20707.459364583337 23224.351260753909 17548.128579975004 13.500000000000002 1.0000000180025095e-35 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 9 -2 7 12 11 10 -4 -7 22 -5 -10 16 -16 -8 21 23 20 -20 -18 -6 -19 -25 -3 -12 28 29 -23 right_child=1 25 3 6 5 8 14 -9 13 -11 26 -13 -14 -15 15 -17 17 18 19 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-44.366190163550236 -0.74279925339436459 -11.957033221747324 -8.5065530810097805 -2.3225391596492546 23.398558565991099 1.4227755344327795 -0.63071457236064776 -0.93692980439915896 3.6727565572259526 -0.97247240167761506 11.973456056104022 5.5332808256914232 0.0091687027494136222 0.65871781078595737 -0.64472727153661125 2.2603051809547785 -0.6867087269542238 4.2765245619937495 -1.192425495711593 -0.42552090727987735 2.2191038665496605 1.4128090039024028 3.7598876897282634 1.2446406325228401 4.0537086550447592 1.114591479977463 7.624485968146236 -2.0832284338525375 0.20378567043760071 7.178337119813107 leaf_weight=30969 584 9542 5837 3646 111 115 3229 47 34 3503 57 295 1709 1343 6662 244 4383 743 355 3436 1129 1036 34 1833 192 116 87 631 2433 138 leaf_count=30969 584 9542 5837 3646 111 115 3229 47 34 3503 57 295 1709 1343 6662 244 4383 743 355 3436 1129 1036 34 1833 192 116 87 631 2433 138 internal_value=-0.00207891 -0.00101779 -0.000430234 -0.000743723 0.00433395 0.0059105 -0.000225039 0.0152197 0.00313936 -0.00250964 0.0106718 0.0171818 -0.00196825 0.00172258 0.000127968 -0.000802781 0.000456955 0.00074094 0.00157232 0.000479674 0.00298113 -4.64937e-07 0.0249655 0.00351445 0.00255802 -0.00368524 0.0171111 0.000964605 0.00147824 0.00373424 internal_weight=84473 53504 43846 41139 2707 2123 31799 487 1636 9340 259 440 5355 1377 26444 6906 19538 16309 7688 4920 1484 8621 145 2768 2025 9658 144 4238 3607 1174 internal_count=84473 53504 43846 41139 2707 2123 31799 487 1636 9340 259 440 5355 1377 26444 6906 19538 16309 7688 4920 1484 8621 145 2768 2025 9658 144 4238 3607 1174 is_linear=0 shrinkage=0.04 Tree=104 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 30 30 2 15 0 28 27 19 30 1 33 28 23 30 18 28 24 30 2 14 21 9 9 14 21 split_gain=101.086 51.3429 38.2303 23.7266 14.8149 31.0356 12.0706 10.2088 9.85133 9.04203 8.53449 8.36944 10.1154 8.32032 5.91378 5.65703 5.2511 5.05952 5.30184 5.54894 5.02147 4.78032 4.73345 4.28437 5.39884 4.24743 5.40065 5.35395 5.30075 4.20385 threshold=17276.846697237805 0.60355339059327384 6.5000000000000009 19353.22745451182 496.01200000000068 577.15728802371325 49.154644533130671 4.5000000000000009 17338.576500000006 5.5000000000000009 21512.492539524192 1045.6534999999997 17143.774500000003 198.24590076939623 1.0000000180025095e-35 16458.252500000002 23156.028576928195 -233.77375000000026 204.3741037008439 18954.604000000003 24886.103969492997 862.52000000000237 459.91916580134955 4.5000000000000009 -0.75013812021657655 21583.024000000005 -0.98296291314453399 -0.91597561503675329 0.64414586362404946 21772.158250000004 decision_type=2 2 2 2 2 2 2 2 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 13 -2 7 10 9 11 14 -5 12 -7 -4 -6 -16 -3 -8 19 -19 29 -14 -18 24 -21 26 -26 -27 -29 -20 right_child=1 16 3 6 5 8 17 -9 -10 -11 -12 -13 21 -15 15 -17 22 18 20 23 -22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=-43.955035261941852 -0.87557167099208855 -11.619573879057773 -8.6485585239593075 -2.6264677349118419 -6.8611069900093415 11.308245693369289 -1.084740557752667 -2.7573914799871715 0.55008133390164538 24.415937854135876 -0.17835860824671668 -0.70286093684324702 6.079342620799312 -1.163817294304567 8.1025418189033882 3.6660662304069769 2.4676248900534432 -1.2438966568885905 1.5511324406981331 -0.86673685391321076 4.1496334352123032 2.3486970411979593 0.29933048874906276 -1.8122985003951693 2.7981368489020348 -0.82652610026606899 0.7450181440102206 -0.27260157300893256 1.586557820078409 0.068835092976041096 leaf_weight=30636 612 9672 5597 3352 28 85 4596 44 1144 74 3133 133 22 3390 91 263 25 3078 3312 2116 131 272 104 937 263 1986 2893 1425 2220 2839 leaf_count=30636 612 9672 5597 3352 28 85 4596 44 1144 74 3133 133 22 3390 91 263 25 3078 3312 2116 131 272 104 937 263 1986 2893 1425 2220 2839 internal_value=-0.00207039 -0.00102658 -0.00044382 -0.000749056 0.00410694 0.00566605 -0.000242992 0.0144 0.00302898 0.0161754 -0.00178566 0.00764062 0.0106702 -0.00256682 0.0136963 0.015096 -0.00364494 0.000144828 0.000405659 -4.82734e-06 0.00138045 0.00715646 0.00437209 0.000388513 0.000611574 0.00104837 0.00222307 0.000389983 0.00130041 0.00121541 internal_weight=84473 53837 44036 41268 2768 2156 32281 500 1656 456 6485 512 379 8987 382 354 9801 25796 21200 14918 6282 294 129 11840 10903 8787 3156 5631 3645 6151 internal_count=84473 53837 44036 41268 2768 2156 32281 500 1656 456 6485 512 379 8987 382 354 9801 25796 21200 14918 6282 294 129 11840 10903 8787 3156 5631 3645 6151 is_linear=0 shrinkage=0.04 Tree=105 num_leaves=31 num_cat=0 split_feature=28 10 0 28 16 24 30 30 19 23 30 23 30 24 15 30 21 28 34 1 30 2 30 14 0 18 14 19 33 29 split_gain=99.1515 52.0565 37.7654 23.8109 15.7955 18.209 11.039 10.9237 7.19901 7.17889 15.4167 7.8717 7.03203 8.62051 5.87098 5.49218 4.83676 4.61942 4.52097 4.50859 5.61309 4.89393 6.42139 5.67499 7.25181 11.7892 5.22291 4.25757 4.68034 4.58072 threshold=17201.219914136975 0.60355339059327384 6.5000000000000009 19524.404585156619 16665.103000000003 1513.0999999999997 261.77255289176111 42.674423497922525 15811.937500000002 384.70750000000049 577.15728802371325 626.64999999999975 611.6675602009542 563.75749999999982 21974.615000000002 999.71168524896132 18904.985000000004 23084.306714417227 19978.725500000004 2.5000000000000004 479.12341686379733 4.5000000000000009 359.26101851666823 -0.70289845916694649 14.500000000000002 19750.331750000005 0.56191161272202661 22330.911250000005 16050.869500000003 17563.045415155415 decision_type=2 2 2 2 2 2 2 2 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 6 5 8 -4 14 -2 -6 16 -12 13 -10 -5 -7 -11 -3 -17 21 -21 23 -23 -9 26 -26 -25 -8 29 -29 right_child=1 17 3 7 9 15 27 19 12 10 11 -13 -14 -15 -16 18 -18 -19 -20 20 -22 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=-44.749782555150595 18.096905227514696 -11.424195893798036 -6.5191631437098172 -2.2821114477078912 -1.3224032712405085 0.28392427404908899 -0.74431535711445118 -0.54178866928114167 0.36543297634097227 2.3900142662212538 3.2404576728842716 -0.067985129739244365 3.5323729987652026 20.521432169465921 -0.17054718686539447 10.735209005668827 6.6837923364584322 0.8341741840626824 4.4696057935196665 -0.53649990433918182 3.6231077282248232 -1.8922043758924185 4.5187074048078619 -0.62359216429662023 4.3685894465416579 0.82069225543344504 0.91391721052350317 -1.9528912764561996 0.52799451611562831 5.7379032240888419 leaf_weight=29970 34 9962 7788 3126 589 435 2448 3050 39 173 21 827 259 156 2123 41 234 145 73 6656 87 1529 71 4143 701 5972 3596 24 140 61 leaf_count=29970 34 9962 7788 3126 589 435 2448 3050 39 173 21 827 259 156 2123 41 234 145 73 6656 87 1529 71 4143 701 5972 3596 24 140 61 internal_value=-0.00206518 -0.00104897 -0.000459141 -0.000766471 0.00396945 0.007919 -0.00241698 -0.000210473 0.013541 0.00174837 0.00345817 0.000386791 0.0122115 0.0179487 -0.00187388 0.00292167 0.00985749 -0.00363985 0.0107368 0.000127881 -0.000761087 0.000442345 -0.001675 0.000636352 0.000968081 0.00193436 0.0001349 -0.000199028 0.00506667 0.0124706 internal_weight=84473 54503 44396 41515 2881 1037 10461 31054 488 1844 1255 848 454 195 5249 549 407 10107 114 25805 6743 19062 1600 17462 14412 6673 7739 2673 225 85 internal_count=84473 54503 44396 41515 2881 1037 10461 31054 488 1844 1255 848 454 195 5249 549 407 10107 114 25805 6743 19062 1600 17462 14412 6673 7739 2673 225 85 is_linear=0 shrinkage=0.04 Tree=106 num_leaves=31 num_cat=0 split_feature=28 23 30 14 30 28 9 29 1 0 1 28 14 30 22 30 0 21 14 22 33 35 18 23 33 30 20 13 10 9 split_gain=98.416 29.1078 24.9816 23.0085 14.5486 18.0038 9.86986 11.3873 8.80843 8.38662 10.1572 8.32302 9.92992 10.9759 6.52047 6.12323 6.183 6.03711 12.1724 5.39262 5.25039 5.15349 4.57655 4.55507 28.5157 15.1341 5.91164 4.54071 4.31261 4.21242 threshold=18483.547152091658 -517.81200000000069 479.12341686379733 -0.048362832084465616 107.3178035983771 20891.231500020458 0.91597561503675362 15598.643485539111 1.5000000000000002 19.500000000000004 1.0000000180025095e-35 20720.547441036451 -0.10837475778693638 255.8352215986778 19999.781250000004 202.35369738708064 14.500000000000002 21539.901500000004 0.65720762023595369 13601.239000000003 15530.689 20723.546822916669 19109.237000000005 393.21125000000035 15789.108500000002 391.74903798481489 20380.791500000003 0.40614137006726808 -0.70710678118654757 0.25881904510252091 decision_type=2 2 2 2 2 2 2 2 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 -2 23 20 5 19 -5 -8 14 15 11 -11 13 -13 -9 22 17 18 -17 -3 -4 -18 -6 -1 -25 26 -26 28 -7 -24 right_child=1 4 3 6 9 27 7 8 -10 10 -12 12 -14 -15 -16 16 21 -19 -20 -21 -22 -23 29 24 25 -27 -28 -29 -30 -31 leaf_value=-29.929487313257997 -6.370614863922607 8.4880919010313249 -2.8639715715477156 -28.1802977762258 -1.4335166780057427 0.810837356116067 -16.18467461390302 18.996042660457704 3.4636361953501025 -2.3951825586445583 -4.7330461105532891 8.6832512152158454 0.3374362985634487 0.30866125847107767 9.4399292473255674 0.43140522928830832 2.4087844936521865 -0.39193853600275097 3.2525829213425341 -2.8011576722953953 3.06280559184458 5.7954372092354509 0.05129415510614431 -14.058968972776295 3.0679557017342289 14.857101269883513 -4.7410949338152264 -0.51495491458719844 -0.30854387742129363 1.7813153619017912 leaf_weight=31701 6160 20 1907 124 2710 2666 93 125 256 406 2349 95 419 73 89 3466 1843 2783 987 7228 97 130 5464 5053 245 109 161 4602 2274 838 leaf_count=31701 6160 20 1907 124 2710 2666 93 125 256 406 2349 95 419 73 89 3466 1843 2783 987 7228 97 130 5464 5053 245 109 161 4602 2274 838 internal_value=-0.0020595 -0.00076589 -0.0035005 0.000221478 -0.000355957 -0.00123883 0.00653857 0.00878863 0.0113191 0.000331493 -0.00151047 0.00188117 0.00492675 0.0131429 0.0173084 0.000669337 0.00139472 0.000853509 0.0017669 -0.00274172 -0.00194411 0.00337962 -7.19051e-05 -0.00376925 -0.00271408 0.00625243 0.00269951 -9.72552e-05 0.000744938 0.000519199 internal_weight=84473 44513 39960 2691 38353 16790 687 563 470 21563 3342 993 587 168 214 18221 9209 7236 4453 7248 2004 1973 9012 37269 5568 515 406 9542 4940 6302 internal_count=84473 44513 39960 2691 38353 16790 687 563 470 21563 3342 993 587 168 214 18221 9209 7236 4453 7248 2004 1973 9012 37269 5568 515 406 9542 4940 6302 is_linear=0 shrinkage=0.04 Tree=107 num_leaves=31 num_cat=0 split_feature=28 10 30 14 30 28 28 9 0 1 28 3 10 23 1 28 30 30 30 9 30 28 28 33 30 13 23 30 18 32 split_gain=98.447 33.1169 21.9116 19.5855 18.5909 19.3767 9.56956 10.2039 6.35848 5.9112 5.78119 5.74759 5.3287 10.4851 6.9593 5.02542 4.7863 5.45054 4.79357 9.26235 4.74751 4.72481 4.79483 4.52287 4.50559 4.41499 4.3983 4.1419 4.07537 3.98587 threshold=18171.346405342334 0.60355339059327384 479.12341686379733 0.063390085881955341 182.3310804235025 20512.406723452277 16487.916932758566 0.91597561503675362 19.500000000000004 1.0000000180025095e-35 17047.581575052507 117.50000000000001 -0.60355339059327384 1258.8235000000006 1.0000000180025095e-35 23084.306714417227 267.75772236370017 633.14466143343873 378.79390869293047 0.98296291314453421 69.069119110978434 17008.187519171075 17671.635508148571 19949.963750000003 459.91916580134955 0.24372619187392155 962.37949999999921 42.674423497922525 19109.237000000005 2416.7259551406096 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 10 5 20 -5 -8 12 26 -4 -12 -6 16 25 -3 -14 18 -18 -20 -2 -11 -23 27 -17 29 -9 -7 -16 -15 right_child=1 15 3 6 8 23 7 9 -10 21 11 -13 13 14 28 24 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-26.860037079559561 -4.6075508920955466 -8.2079338432280036 -13.993385656706476 -22.859729341550942 -0.04104780837844671 -0.72785724903351079 -18.614789948014295 28.321730915284519 -1.6709233052559154 -3.0972608442906351 3.4769767358940773 -0.34300534043007541 1.0521877125982158 5.0792671496491444 -0.31084306970540121 2.1666046239508403 3.0649791001167657 0.51784134139870419 3.5094694281800018 21.749216003582802 -1.7633616437302653 9.4412446041501763 2.8299186931096627 5.4014316600725705 0.3093540486532122 0.63076141881288295 12.083338717099993 0.067216468672513699 4.4332509776243976 1.1095333975205222 leaf_weight=35367 3826 6826 945 96 3819 4030 63 47 1493 36 122 738 1793 235 3350 32 918 443 394 33 5914 90 94 39 113 504 31 12809 70 203 leaf_count=35367 3826 6826 945 96 3819 4030 63 47 1493 36 122 738 1793 235 3350 32 918 443 394 33 5914 90 94 39 113 504 31 12809 70 203 internal_value=-0.00204908 -0.000825208 -0.00357267 0.000244031 -0.000380509 -0.000990008 0.00764114 0.010626 0.000843454 0.0137181 -0.00162881 0.000744185 0.00115558 0.00174594 0.00042916 -0.00336881 0.0033499 0.00481432 0.00608178 0.00958314 -0.00241068 0.0103636 0.0129565 -0.000170163 0.004 0.00347346 0.0231795 -0.000201676 -0.000409358 0.00641096 internal_weight=84473 46844 37629 2262 39873 26618 457 361 13255 298 1805 860 11762 7943 4362 6971 3581 1788 1345 427 9740 220 184 16878 145 942 78 16839 3420 438 internal_count=84473 46844 37629 2262 39873 26618 457 361 13255 298 1805 860 11762 7943 4362 6971 3581 1788 1345 427 9740 220 184 16878 145 942 78 16839 3420 438 is_linear=0 shrinkage=0.04 Tree=108 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 30 30 24 30 1 24 30 15 19 23 1 23 28 20 14 30 1 30 0 2 14 18 13 31 10 split_gain=99.3035 48.6125 32.991 22.0393 12.4621 24.7128 10.8668 10.1588 9.55518 9.07189 9.04483 8.76018 8.4859 7.71913 10.7588 7.36004 5.57165 5.20103 4.80159 4.56171 4.50559 4.38905 5.49507 4.22512 6.30937 7.21493 10.0674 4.99072 3.77648 3.67065 threshold=17201.219914136975 0.60355339059327384 6.5000000000000009 19353.22745451182 425.30850000000015 577.15728802371325 49.154644533130671 981.66300000000058 307.32529824101994 1.5000000000000002 840.47050000000047 192.2420466690956 21451.432500000006 16209.537000000002 1553.2549999999994 1.0000000180025095e-35 677.37550000000203 23084.306714417227 18433.471000000005 0.36447543099728863 459.91916580134955 2.5000000000000004 479.12341686379733 14.500000000000002 3.5000000000000004 -0.70289845916694649 19750.331750000005 0.27694220057652758 23794.209726562502 -0.70710678118654757 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 -2 8 12 -7 -6 10 15 -4 -5 14 -9 -10 19 -3 -17 -11 -19 23 29 27 25 -25 -27 -8 -14 -23 right_child=1 17 3 6 5 7 21 13 9 16 -12 -13 28 -15 -16 18 -18 20 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-40.963614182724122 -0.6894640359832177 -10.420817826022258 -7.8946763188169067 -2.4195383434519941 1.4112343505065783 5.9485639492120743 0.48679083279552421 9.7872876112534168 -3.1610691986423292 8.6358994954660151 23.672325084699992 -0.93755592520732944 -0.27025275219520889 0.42127073506165874 0.41070646165848684 8.8367963247531076 2.5091104120407759 2.0799404389927774 2.9026586962443441 2.7783877120265306 0.29697988670714881 0.21141174884704572 3.3323917882503804 -0.57681827690551812 -0.46871848968323565 4.2589078219602996 1.017563265418574 -0.74524412596047018 2.6980858875693308 -1.0644461734601389 leaf_weight=29970 597 9962 5667 3265 154 77 5010 96 32 37 74 3567 3128 1388 134 42 102 32 30 118 113 2439 93 1179 2559 596 4605 5122 92 4193 leaf_count=29970 597 9962 5667 3265 154 77 5010 96 32 37 74 3567 3128 1388 134 42 102 32 30 118 113 2439 93 1179 2559 596 4605 5122 92 4193 internal_value=-0.0020344 -0.00101741 -0.000447429 -0.000734675 0.00369177 0.00503678 -0.000241753 0.00258407 0.0120951 0.0151264 0.0220674 -0.00245787 -0.00170548 0.00190853 0.00869565 0.0144615 0.0103191 -0.00352112 0.0215556 0.0150968 0.004 0.00012622 -0.000752417 0.000436054 0.00106992 0.00174295 0.00238339 -0.000123175 -0.000248448 -0.000887818 internal_weight=84473 54503 44396 41515 2881 2284 32281 1695 589 435 178 9234 6485 1618 230 104 257 10107 72 155 145 25796 6725 19071 8939 6380 5201 10132 3220 6632 internal_count=84473 54503 44396 41515 2881 2284 32281 1695 589 435 178 9234 6485 1618 230 104 257 10107 72 155 145 25796 6725 19071 8939 6380 5201 10132 3220 6632 is_linear=0 shrinkage=0.04 Tree=109 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 24 28 24 30 30 20 30 0 15 28 30 33 34 23 1 30 2 30 14 0 18 14 30 21 24 split_gain=97.513 46.9646 29.6809 21.0896 11.2193 17.0091 10.1904 11.6231 9.99132 8.90463 6.55801 7.48363 8.45606 5.99146 5.12858 7.0531 4.54455 4.41955 6.03578 4.26573 4.61756 4.21729 5.96939 4.9897 6.85025 8.98766 5.21019 4.9412 4.16663 3.89913 threshold=17201.219914136975 0.60355339059327384 6.5000000000000009 19353.22745451182 260.40499999999889 1467.4697500000023 18394.787634331755 536.44050000000072 42.674423497922525 192.2420466690956 20968.342500000002 611.6675602009542 5.5000000000000009 20962.691000000003 22048.047138046055 405.8782314498589 18361.477500000005 26999.665000000005 -311.38799999999986 2.5000000000000004 465.7230198957422 4.5000000000000009 362.82841873165364 -0.7614016681079937 14.500000000000002 19750.331750000005 0.51849435583340198 220.19846815933616 21680.850500000004 908.26249999999902 decision_type=2 2 2 2 2 2 2 2 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 9 -2 6 7 -6 13 -4 11 12 -9 -5 17 -16 -15 -3 -19 21 -21 23 -23 -10 26 27 28 -26 -25 -13 right_child=1 14 3 8 5 -7 -8 10 19 -11 -12 29 -14 16 15 -17 -18 18 -20 20 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-39.325069615415124 -1.717263201234928 -13.498308263211714 -7.5788892660641949 -3.1234599893814954 0.99245868231033463 0.51723705522841323 1.6403803498434897 5.591677006529153 -0.67016089840818327 -0.90005368819902698 -8.153069488464892 4.8484301058071964 24.060812741857379 -0.54969481859453961 4.0541513271567293 -0.87086862623216188 2.4604986549634353 -0.39764406789299672 10.915124335831749 -0.57215423837149015 3.2657400398244216 -1.7167129238708123 4.2617091275491363 -0.0094154235786755476 2.6224615978551693 0.72831006579545754 0.80181654510261369 6.5734374526455044 -2.1912513908766846 4.0932926626102715 leaf_weight=29970 444 9460 5667 2099 185 1156 505 263 3095 3567 33 26 53 3178 69 484 152 72 22 6884 120 1687 73 2939 621 6068 3794 204 1367 216 leaf_count=29970 444 9460 5667 2099 185 1156 505 263 3095 3567 33 26 53 3178 69 484 152 72 22 6884 120 1687 73 2939 621 6068 3794 204 1367 216 internal_value=-0.00202446 -0.00101668 -0.000456438 -0.000728894 0.00346963 0.00453508 0.0077096 0.0105876 -0.00024671 -0.00241456 0.0133266 0.0143513 0.0184051 -0.00181175 -0.00347759 0.00026763 -0.000756758 -0.00369437 0.00493617 6.97145e-05 -0.000778984 0.000369205 -0.0015 0.000551083 0.00085293 0.00177978 6.41966e-05 0.00569697 -0.000888064 0.00905785 internal_weight=84473 54503 44396 41515 2881 2437 1281 776 32281 9234 591 558 316 5429 10107 553 3330 9554 94 26852 7004 19848 1760 18088 14993 6893 8100 825 4306 242 internal_count=84473 54503 44396 41515 2881 2437 1281 776 32281 9234 591 558 316 5429 10107 553 3330 9554 94 26852 7004 19848 1760 18088 14993 6893 8100 825 4306 242 is_linear=0 shrinkage=0.04 Tree=110 num_leaves=31 num_cat=0 split_feature=28 10 0 28 24 28 23 30 30 19 15 30 19 24 24 1 28 30 1 22 29 34 24 1 1 1 10 10 28 30 split_gain=97.1768 48.1983 33.6682 22.2667 15.5414 22.5078 14.6725 10.0729 8.12833 7.43671 6.28274 6.07326 8.05369 7.91686 7.89527 6.14225 5.05346 7.12439 4.95911 4.74342 4.55882 4.54711 4.29366 4.04626 3.94048 3.88591 6.08009 11.5682 6.07064 5.31236 threshold=17047.581575052507 0.60355339059327384 6.5000000000000009 19170.71226787673 425.30850000000015 18347.287966098138 1389.4735000000003 42.674423497922525 253.19305877407245 20374.228000000006 20962.691000000003 651.90431132161746 15811.937500000002 652.65200000000016 840.47050000000047 1.0000000180025095e-35 21792.943255774731 459.91916580134955 1.0000000180025095e-35 20458.786250000005 16597.262372243847 20494.820000000003 -505.03600000000091 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.9159756150367534 -0.78656609248549325 21747.295687369198 132.08540976130013 decision_type=2 2 2 2 2 2 2 2 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 8 -2 6 9 10 -4 11 -5 13 20 18 -14 -15 -3 24 -6 -7 -13 -9 -23 -10 -18 26 28 -28 -24 -29 right_child=1 16 3 7 5 19 -8 21 23 -11 -12 12 14 15 -16 -17 17 -19 -20 -21 -22 22 25 -25 -26 -27 27 29 -30 -31 leaf_value=-43.350176895569604 -0.85772856752739313 -14.000491833112767 -7.9021707877319765 -3.0953195426170663 -3.4106217170193669 2.3512334480982977 -0.43551696187693062 -1.7678008240188134 1.281244989934746 -3.5322109406663027 -0.39900604442858872 15.338104454051281 4.8955302184114053 24.311002524389131 1.921288990704195 6.1030973601733143 3.0566115391131503 -2.3930614847196647 7.118679347197042 -0.38836525562131047 5.0743887924572117 -1.200021499777354 0.42641334806303099 -2.0802982524681299 0.011868711311109968 0.038236337356077149 -6.9597059430309676 -0.074553081108490821 3.0915311570824948 1.6917071861778668 leaf_weight=28638 713 9973 6199 2244 54 642 181 2436 677 51 3330 38 25 53 302 215 111 503 113 713 23 2621 448 1690 103 17423 910 1412 449 2183 leaf_count=28638 713 9973 6199 2244 54 642 181 2436 677 51 3330 38 25 53 302 215 111 503 113 713 23 2621 448 1690 103 17423 910 1412 449 2183 internal_value=-0.00200646 -0.00103484 -0.000462954 -0.000760745 0.00354403 0.00507884 0.00945971 -0.000294836 -0.00258044 0.0116064 -0.00184715 0.0125249 0.0088866 0.0157701 0.00639755 0.0200298 -0.00344995 -0.000206417 0.00893413 0.0016679 0.0222295 1.54929e-05 0.000173543 -0.000586397 0.00590654 0.000349616 0.00128693 0.000688123 0.00429431 0.00170793 internal_weight=84473 55835 45145 42022 3123 2410 1055 33456 8566 874 5574 823 388 435 327 268 10690 717 167 1355 61 27882 25446 2367 214 22825 5402 4505 897 3595 internal_count=84473 55835 45145 42022 3123 2410 1055 33456 8566 874 5574 823 388 435 327 268 10690 717 167 1355 61 27882 25446 2367 214 22825 5402 4505 897 3595 is_linear=0 shrinkage=0.04 Tree=111 num_leaves=31 num_cat=0 split_feature=28 23 33 23 20 30 28 30 14 28 30 9 29 15 24 1 27 34 25 23 33 13 28 30 1 28 21 34 18 10 split_gain=96.7937 30.0067 45.0755 23.1049 20.5844 11.0124 14.2526 10.6801 13.4007 10.1841 9.48881 13.5422 8.44928 8.46266 6.82762 6.68115 6.93199 5.95126 5.625 5.35833 7.06148 4.77186 4.35599 4.77132 3.91651 4.85333 3.73031 4.28481 3.83281 3.65075 threshold=18796.853753740394 434.41749999999962 15166.387500000003 -531.10475000000122 20080.010000000006 107.3178035983771 21004.050656730276 447.85420867328548 -0.099822328936730861 16852.128118263947 611.6675602009542 0.98296291314453421 15598.643485539111 16497.285000000007 908.26249999999902 1.0000000180025095e-35 581.65774999999951 26999.665000000005 164.63499999999843 -139.51750000000172 18152.130000000005 0.3744682635859638 18305.250976052743 298.02129676399846 1.5000000000000002 16774.535920318976 21539.901500000004 21184.812500000004 20748.365000000002 -0.70710678118654757 decision_type=2 2 2 2 2 2 2 2 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 -2 9 6 17 -3 -9 -4 11 15 -10 24 -12 -11 22 -5 -19 -7 26 29 23 -17 -14 -26 27 -21 -28 -8 right_child=3 2 4 5 -6 19 21 8 12 10 14 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-23.066496189814266 -5.0676474285530411 -11.528639279746494 -4.1611263048273219 -2.0934035120168555 -1.082243157995431 -0.82205445569217694 0.83575813972441282 -1.916633313907729 -12.833380295683149 -5.1244014228581696 5.7723475737502143 26.041331933133801 16.868793046225996 3.4553682655809768 1.4128868824641165 1.115230359327555 0.77777646621178564 -0.22596146771010886 9.9932236756284443 0.013019118088170181 2.033367797467001 -0.45462655491868609 1.4967347252915897 6.8606723483555356 -7.3184582013628132 7.5625056429718782 -0.86297900653299309 1.1753616388064416 0.53052567422288832 -0.17229544408761333 leaf_weight=34624 5277 4425 106 7223 551 4412 2494 1300 112 46 41 64 82 188 293 53 64 20 20 3902 536 4577 71 193 28 50 3357 5301 3007 2056 leaf_count=34624 5277 4425 106 7223 551 4412 2494 1300 112 46 41 64 82 188 293 53 64 20 20 3902 536 4577 71 193 28 50 3357 5301 3007 2056 internal_value=-0.00200078 -0.00335305 -0.00108882 -0.000645015 0.00517679 -0.000291018 -0.00106406 -0.00259014 4.54536e-05 0.00880344 0.010303 0.0138411 0.00591304 0.0089885 0.0051018 0.0112693 0.0130079 -0.00238634 0.013 0.000326589 0.000664968 -1.1834e-05 0.0154322 0.0179512 0.01575 0.00933333 0.000509538 0.00102445 -0.000235073 0.000905494 internal_weight=84473 42291 7667 42182 1482 36905 16390 6185 1760 931 825 491 460 348 334 427 381 7263 40 20515 16103 9127 317 246 160 78 15567 9203 6364 4550 internal_count=84473 42291 7667 42182 1482 36905 16390 6185 1760 931 825 491 460 348 334 427 381 7263 40 20515 16103 9127 317 246 160 78 15567 9203 6364 4550 is_linear=0 shrinkage=0.04 Tree=112 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 24 31 30 9 24 28 30 16 30 34 24 1 24 30 26 1 24 10 33 19 24 1 13 29 35 split_gain=98.1474 47.7675 31.6207 26.6744 20.3456 17.2196 11.5606 8.79944 7.43799 7.19829 6.14663 7.08555 6.07215 7.09523 4.98371 6.93132 4.6173 5.54772 4.58774 4.48382 4.41946 6.78766 5.32563 4.15144 4.06902 6.23077 3.9202 3.85363 3.81605 3.80569 threshold=17008.187519171075 0.60355339059327384 250.60493373101357 19863.082625100724 6.5000000000000009 1467.4697500000023 20754.138080729168 651.90431132161746 -0.91597561503675329 908.26249999999902 21792.943255774731 459.91916580134955 23254.81625 32.613747279488017 26999.665000000005 -1165.1500000000012 2.5000000000000004 563.75749999999982 110.65113420033664 -1892.0217500000015 1.0000000180025095e-35 1561.0552499999997 -0.37940952255126015 14890.640000000001 16497.904000000002 2194.7960000000007 1.0000000180025095e-35 0.24372619187392155 18407.378328080336 20912.489877232147 decision_type=2 2 2 2 2 2 2 2 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 18 5 6 7 16 29 -9 14 26 13 -5 -3 -16 17 -4 -2 -15 21 -10 -22 -11 25 -7 -12 -23 -20 -6 right_child=1 10 4 12 8 24 -8 9 20 23 11 -13 -14 19 15 -17 -18 -19 28 -21 22 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-42.188912244525852 -5.9969094458524284 -13.854821967977134 1.4720682626261725 -1.7074180776855148 2.2510305504848627 9.6527938243062064 2.4862117638942722 4.4214617346437635 -1.4907586252302794 5.5888057864188863 2.9672297011568327 -2.0946331281887343 0.4740908275596491 0.69092134963174068 -0.67782582252979384 9.985487793933606 3.4818513184068891 17.820018263262451 -5.0305694333865807 -0.3196537023716457 0.55625693145774224 3.489979592413214 -1.4493486800318516 1.3476010216292915 -0.15893532128518881 0.32019234495916338 0.21409986000086242 0.59091634215500832 -0.85461126334548443 8.3758303889215799 leaf_weight=28305 5565 10033 30 2658 824 78 805 37 689 69 111 503 5857 1405 64 27 85 146 2381 14111 2746 561 2648 225 954 156 103 535 2725 37 leaf_count=28305 5565 10033 30 2658 824 78 805 37 689 69 111 503 5857 1405 64 27 85 146 2381 14111 2746 561 2648 225 954 156 103 535 2725 37 internal_value=-0.00197758 -0.00100969 -0.000439209 -0.0010238 0.00147012 0.00455706 0.00756764 0.0118108 0.000477611 0.00748036 -0.00339489 0.000184099 -0.0002848 -0.000645759 -0.00364836 0.00567033 0.0173027 0.021 -0.00268803 -0.00031864 5.62743e-05 0.00178151 -0.000514647 0.00538775 0.00101683 0.00574359 0.00628037 0.00373723 -0.00182217 0.00399071 internal_weight=84473 56168 45327 34702 10625 2585 1397 592 8040 331 10841 717 24031 18174 10124 91 261 176 10671 15516 7179 1785 5394 294 1188 234 214 1096 5106 861 internal_count=84473 56168 45327 34702 10625 2585 1397 592 8040 331 10841 717 24031 18174 10124 91 261 176 10671 15516 7179 1785 5394 294 1188 234 214 1096 5106 861 is_linear=0 shrinkage=0.04 Tree=113 num_leaves=31 num_cat=0 split_feature=28 23 30 14 30 28 1 0 9 1 23 33 30 22 0 34 20 25 33 25 33 0 24 13 10 3 10 10 28 28 split_gain=97.2713 25.7458 25.159 17.065 11.3544 13.7445 7.09146 13.0338 7.02472 8.00527 6.81029 30.3692 16.3539 6.44943 6.43887 6.36976 5.99008 5.69763 5.66937 5.53597 5.2042 4.31433 4.09597 3.80003 4.08973 3.75958 3.75776 9.988 5.67803 3.79277 threshold=18526.887804915797 -531.10475000000122 479.12341686379733 0.063390085881955341 132.08540976130013 20615.11295294626 1.0000000180025095e-35 19.500000000000004 0.91597561503675362 1.5000000000000002 307.34950000000214 15553.908250000002 391.74903798481489 19937.882500000003 14.500000000000002 26999.665000000005 20755.948750000003 190.47000000000301 13607.095500000001 2334.8805000000007 15202.674500000003 4.5000000000000009 701.28249999999946 0.43733377705052551 -0.70710678118654757 10.500000000000002 -0.78656609248549325 -0.9159756150367534 20512.406723452277 23801.140209142006 decision_type=2 2 2 2 2 2 2 2 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 -2 10 20 5 15 26 14 -5 13 -1 -12 19 18 21 -3 22 -17 -10 -13 -4 -8 -14 24 -7 -23 27 28 -6 -28 right_child=1 4 3 8 6 23 7 -9 9 -11 11 12 16 -15 -16 17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-25.391359048196072 -5.2351760228634818 -2.4833334706857371 -2.3103290707269029 -19.557443077346257 -0.27041358946470762 0.6645331414581116 2.4144731714160446 -4.2826248614155489 0.47330818637977007 2.7477587425049466 -11.662369009335903 0.61603501030375774 7.9288329616904285 6.2587099714261374 1.4009885658527006 -0.2281714381552428 -0.11237905639507194 9.9780616590348856 21.325606372774388 7.2127911590087397 1.9476827364835945 3.1794822880536988 16.509019648358173 -0.47642013959606161 -0.31764777714640552 -0.22085315325618518 1.3253220520336053 -8.1214976351612922 5.1406154249946496 3.1649786279374768 leaf_weight=30573 5913 7344 1865 104 183 3622 48 2204 22 271 6117 657 33 107 3536 22 26 24 102 45 280 212 91 5828 3362 7475 3223 685 206 293 leaf_count=30573 5913 7344 1865 104 183 3622 48 2204 22 271 6117 657 33 107 3536 22 26 24 102 45 280 212 91 5828 3362 7475 3223 685 206 293 internal_value=-0.00196716 -0.000670893 -0.00338848 0.000303889 -0.000291322 -0.000942878 0.000437309 -2.52329e-05 0.00623102 0.00819123 -0.00365905 -0.00253064 0.0045446 0.0136623 0.000524886 -0.00231665 0.0165333 0.0125217 0.019871 0.00198291 -0.00137063 -0.000121526 0.0201935 -0.000150485 0.000478808 -0.000196176 0.00179521 -0.000275606 0.00484319 0.00242776 internal_weight=84473 44180 40293 2751 38267 20202 18065 13475 606 502 37542 6969 852 231 11271 7390 150 46 124 702 2145 7735 124 12812 6984 7687 4590 1074 389 3516 internal_count=84473 44180 40293 2751 38267 20202 18065 13475 606 502 37542 6969 852 231 11271 7390 150 46 124 702 2145 7735 124 12812 6984 7687 4590 1074 389 3516 is_linear=0 shrinkage=0.04 Tree=114 num_leaves=31 num_cat=0 split_feature=28 24 2 0 30 29 23 34 28 28 24 30 0 18 30 1 0 0 10 0 18 0 10 30 14 29 24 30 10 18 split_gain=98.0128 47.0659 28.1019 22.4482 13.2924 12.5259 12.6676 10.9618 7.33482 7.18696 6.51837 10.1471 13.8816 6.69035 5.5621 5.72663 8.0784 8.74008 5.54335 7.33093 5.25952 5.97957 8.60937 7.95804 9.66247 10.3259 5.67883 5.15829 5.10203 5.01526 threshold=17008.187519171075 -600.18300000000079 4.5000000000000009 6.5000000000000009 323.68458316081779 17058.508109012106 962.37949999999921 20841.721250000006 22164.948268321394 17887.884427338144 104.67150000000039 577.15728802371325 5.5000000000000009 19920.009000000002 26.486488835525197 1.0000000180025095e-35 19.500000000000004 9.5000000000000018 -0.9159756150367534 12.500000000000002 16249.233000000002 19.500000000000004 -0.9159756150367534 401.27195983711186 -0.12545862287572049 20741.05285967467 425.30850000000015 110.65113420033664 -0.78656609248549325 16623.485000000004 decision_type=2 2 2 2 2 2 2 2 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 5 -4 6 29 -5 -2 -6 13 12 -12 -7 -9 20 17 -17 19 -19 -16 22 26 24 25 -23 -22 -27 -24 -3 right_child=1 2 4 7 9 10 -8 14 -10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 21 23 28 -25 -26 27 -28 -29 -30 -31 leaf_value=-39.755159526246281 -9.1648559995940957 8.7280972911349401 -4.2504185377920809 -1.873550666163748 -1.2023643792316923 -3.4445105810462868 1.7418617579629407 -1.0733531070808593 -0.19212245975731354 2.3540270316914542 1.9980938526603564 0.38313125963670608 15.926787825696307 9.317610274767727 2.783666577786541 -1.0494795419351002 -4.0059303664998707 0.45868699717773576 0.75251394442974817 -4.3662158406994447 1.0182741414677055 1.2881552390004791 -6.2013528721128131 -3.1766224486078536 0.78564731267429155 2.2085224584619243 4.9396150365398341 8.2931215023930847 0.15717215474043428 -1.4844069601600669 leaf_weight=28305 10317 313 7669 7346 314 465 394 2221 1243 449 620 1238 50 26 665 4060 1756 1861 8778 1193 730 111 852 187 378 43 188 109 2552 40 leaf_count=28305 10317 313 7669 7346 314 465 394 2221 1243 449 620 1238 50 26 665 4060 1756 1861 8778 1193 730 111 852 187 378 43 188 109 2552 40 internal_value=-0.00195911 -0.000991882 -0.00040244 8.22635e-05 -0.00248197 0.00331087 0.007834 -0.000225251 -0.00326644 0.00255308 0.00190246 0.00296017 0.00692537 -0.00220774 0.000164459 0.000345564 -1.31469e-05 0.000271331 0.000820824 -0.000647021 0.00143422 0.00100194 0.000405367 0.00411594 0.00623401 0.0121217 0.00384314 0.0188947 -0.00052174 0.0133371 internal_weight=84473 56168 44608 36176 8432 3146 747 33030 11560 763 2399 1908 670 491 25684 23463 17648 15892 11832 3054 5815 5150 4322 828 641 263 918 152 3404 353 internal_count=84473 56168 44608 36176 8432 3146 747 33030 11560 763 2399 1908 670 491 25684 23463 17648 15892 11832 3054 5815 5150 4322 828 641 263 918 152 3404 353 is_linear=0 shrinkage=0.04 Tree=115 num_leaves=31 num_cat=0 split_feature=28 23 30 14 30 28 33 1 28 0 1 28 14 30 28 34 30 0 3 0 30 25 0 30 9 28 2 9 1 27 split_gain=98.5966 30.7112 25.8988 15.6128 12.1213 16.268 7.45245 7.63948 7.40863 7.38707 12.1618 10.0439 12.5966 6.44859 6.70828 6.29544 5.72591 6.42276 5.80863 5.3565 8.82 5.08033 5.04069 4.81782 4.67083 25.8625 13.8223 10.608 7.94395 8.00286 threshold=18069.731345732016 -713.79449999999986 499.11774944669639 0.063390085881955341 107.3178035983771 20856.488996138669 13607.095500000001 1.0000000180025095e-35 16731.727185866395 19.500000000000004 1.0000000180025095e-35 20345.276365955404 -0.35846086284744721 265.03672870732129 20822.823958518904 26999.665000000005 206.70434867867857 15.500000000000002 10.500000000000002 5.5000000000000009 594.09139670879711 139.34375000000094 4.5000000000000009 834.2204576692501 0.91597561503675362 16852.128118263947 4.5000000000000009 0.98296291314453421 1.0000000180025095e-35 547.04000000000099 decision_type=2 2 2 2 2 2 2 2 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 -2 24 8 5 15 -5 -8 -4 16 11 -11 13 14 -13 -3 -6 18 -18 20 -10 -17 -20 -21 -1 -26 27 28 -27 -30 right_child=1 4 3 6 9 -7 7 -9 19 10 -12 12 -14 -15 -16 21 17 -19 22 23 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-23.534023373200661 -7.0736435511712452 -2.4252819243771606 -13.54665942869045 -1.9776890102863582 -0.1112515037321118 -0.031458933874025208 21.627445883870159 5.021788021242795 -0.64891388876702505 -4.1215166625613566 -4.5407346903360901 3.5264674587493841 0.86986196284665074 1.1923742845894898 9.927435521145485 -2.3236380098936276 3.4376671694926326 2.510448293413345 2.2379704904530229 -0.44348867934815567 7.8825530838130442 8.1037114725368973 0.32196223643456789 3.4331570909111675 -30.68083235026365 -1.4692884720771742 -3.0287103200093157 27.866265878426873 7.5107559982040941 -0.078129191301174114 leaf_weight=29928 5554 7817 674 92 9968 9879 73 201 25 471 2917 58 657 49 54 20 218 1722 48 686 25 23 8055 151 4372 118 290 27 223 78 leaf_count=29928 5554 7817 674 92 9968 9879 73 201 25 471 2917 58 657 49 54 20 218 1722 48 686 25 23 8055 151 4372 118 290 27 223 78 internal_value=-0.00194207 -0.000736688 -0.00349138 0.00102335 -0.000366671 -0.00116106 0.00845902 0.0117664 -0.000720052 0.00021522 -0.00130861 0.00192707 0.00460636 0.0146335 0.0199286 -0.00251908 0.000535505 0.0012096 0.000749428 0.00168207 0.0144 0.0127442 0.000576082 0.000922341 -0.0037397 -0.00262177 0.00431522 0.00873543 0.00716945 0.0106179 internal_weight=84473 47510 36963 1927 41956 17739 366 274 1561 24217 4206 1289 818 161 112 7860 20011 10043 8321 887 50 43 8103 837 35036 5108 736 446 419 301 internal_count=84473 47510 36963 1927 41956 17739 366 274 1561 24217 4206 1289 818 161 112 7860 20011 10043 8321 887 50 43 8103 837 35036 5108 736 446 419 301 is_linear=0 shrinkage=0.04 Tree=116 num_leaves=31 num_cat=0 split_feature=28 23 30 14 30 28 33 33 0 1 28 14 24 22 30 28 34 1 30 0 14 21 25 35 28 19 30 23 33 30 split_gain=98.416 29.2572 24.1745 14.2515 11.2637 16.1514 8.54298 7.32949 7.05839 11.1779 9.16169 11.3696 6.16367 7.24685 5.77178 6.73861 5.01251 5.01145 5.0077 5.80217 5.09855 10.854 4.80625 4.69233 4.64841 4.55186 4.72615 4.49193 18.2064 12.4472 threshold=18069.731345732016 -713.79449999999986 499.11774944669639 0.21652257995689161 107.3178035983771 20512.406723452277 13823.751750000001 15127.088750000001 19.500000000000004 1.0000000180025095e-35 20345.276365955404 -0.35846086284744721 797.79600000000039 19803.189000000002 255.8352215986778 20822.823958518904 26999.665000000005 1.5000000000000002 206.70434867867857 15.500000000000002 0.64414586362404946 21358.876000000004 190.47000000000301 20912.489877232147 23494.815715923618 21192.956250000007 362.82841873165364 269.23499999999973 15370.832500000002 362.82841873165364 decision_type=2 2 2 2 2 2 2 2 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 24 27 7 5 16 -5 -4 18 10 -10 14 -8 17 15 -12 -3 -14 -6 20 -20 25 -18 -21 -2 -22 -27 -1 -29 -30 right_child=1 4 3 6 8 -7 12 -9 9 -11 11 -13 13 -15 -16 -17 22 -19 19 23 21 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-27.163931541836501 -7.2393593115977692 -3.0517126095237739 -1.718921878067132 -3.3487299101569965 -0.10680144358286452 -0.099195703427150922 -4.9018197191332638 2.7518708100599985 -3.9566559960588568 -4.3591053027225879 3.3854087603994318 0.83506748433285549 22.937818022625297 6.54017157802455 1.087418347151855 9.834450979994573 -0.30863914116170937 4.9763023528291477 -0.04256933534729708 2.1679585025585588 4.2393959073096292 0.15540854814318858 7.9674355967730417 6.2656302886886248 1.7800253618765076 -0.21136290455791706 3.2985176817319273 -13.342043530961275 -0.078438036603976011 10.2968634841426 leaf_weight=28099 5468 6434 1409 80 9968 11262 32 231 471 2917 58 657 45 76 52 51 22 54 5290 1640 585 1897 21 82 86 310 239 6027 699 211 leaf_count=28099 5468 6434 1409 80 9968 11262 32 231 471 2917 58 657 45 76 52 51 22 54 5290 1640 585 1897 21 82 86 310 239 6027 699 211 internal_value=-0.00193591 -0.000731636 -0.00348381 0.000878048 -0.000370484 -0.00113625 0.00910104 -0.000560977 0.000190444 -0.0012991 0.00180295 0.00436186 0.0133913 0.0163429 0.0138882 0.0191193 -0.00272781 0.0234747 0.000503522 0.00113392 0.00069655 0.00200462 0.0108837 0.00324739 -0.00345985 0.00510053 0.00248452 -0.00372371 -0.00281217 0.00246154 internal_weight=84473 47510 36963 1927 41956 17739 287 1640 24217 4206 1289 818 207 175 161 109 6477 99 20011 10043 8321 3031 43 1722 5554 1134 549 35036 6937 910 internal_count=84473 47510 36963 1927 41956 17739 287 1640 24217 4206 1289 818 207 175 161 109 6477 99 20011 10043 8321 3031 43 1722 5554 1134 549 35036 6937 910 is_linear=0 shrinkage=0.04 Tree=117 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 28 28 30 27 32 30 24 30 18 9 33 23 18 30 24 15 2 0 34 1 21 30 15 1 24 split_gain=98.4205 47.8855 28.1743 24.7791 14.7288 16.0609 9.47508 8.42592 8.40334 10.1455 7.35403 6.49315 6.46338 5.88986 5.68312 5.25469 4.98078 7.90354 12.9652 4.7291 4.53115 4.32938 5.13205 5.14028 4.3623 4.07881 4.01023 3.98398 3.97147 6.3307 threshold=16889.64037526316 0.60355339059327384 250.60493373101357 19524.404585156619 6.5000000000000009 17717.389682645113 21792.943255774731 472.39746119713465 1116.3064999999972 1798.8100533566987 577.15728802371325 460.41625000000028 42.674423497922525 15155.010500000002 -0.91597561503675329 18361.477500000005 -121.71899999999913 20539.278000000002 253.19305877407245 1068.5074999999999 23748.263000000003 4.5000000000000009 9.5000000000000018 26344.951250000002 1.0000000180025095e-35 18986.055000000004 166.86479013739611 20962.691000000003 1.0000000180025095e-35 1561.0552499999997 decision_type=2 2 2 2 2 2 2 2 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 26 5 8 16 20 9 -4 19 -11 15 -13 -6 27 -3 -18 -19 -7 -8 22 23 24 -14 -24 -2 -5 29 -16 right_child=1 6 4 12 14 10 7 -9 -10 11 -12 13 21 -15 28 -17 17 18 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-40.760165934221945 -5.9493940963965111 -13.857913548576059 11.254678377877189 -2.3285634269391369 2.5810300034802287 1.9740735777287981 1.5982585899279473 -1.9791540446086708 -0.76524957016855411 -0.19878339372372356 0.29538374214570789 2.0242991452135994 0.61547079715504938 8.1950581858050704 -1.3315071477025362 2.3127256826317417 -3.7367047552339647 9.0039513406588654 -2.0070302019196142 14.746596914083691 2.1496324207054887 -1.5446091543389722 1.2960241629977391 6.107746754206052 -2.4024972058255107 0.12941610518079255 -1.3460552971631683 -0.47406611548257693 -0.35566243747997911 1.9308810054375642 leaf_weight=27306 6800 9688 97 1919 871 454 246 436 89 114 1438 140 589 314 700 152 756 60 93 39 35 1893 1073 79 2181 14964 2197 3178 5459 1113 leaf_count=27306 6800 9688 97 1919 871 454 246 436 89 114 1438 140 589 314 700 152 756 60 93 39 35 1893 1073 79 2181 14964 2197 3178 5459 1113 internal_value=-0.0019307 -0.000987074 -0.000412013 -0.000963313 0.00137126 0.00394041 -0.00331766 0.0011325 0.00889125 0.0104361 0.00200725 0.00839437 -0.000337791 0.0105374 0.00052413 -0.00159192 -0.00361876 -0.00078768 0.00750327 0.00622312 0.00653381 -2.09837e-05 0.000161812 -0.0014026 -0.00168953 0.000439732 -0.00277293 -0.00181048 0.000158415 0.00178047 internal_weight=84473 57167 45853 35025 10828 2685 11314 717 754 665 1931 568 26028 454 8143 5249 10597 909 153 493 281 20779 18886 2849 2770 16037 8997 5097 7272 1813 internal_count=84473 57167 45853 35025 10828 2685 11314 717 754 665 1931 568 26028 454 8143 5249 10597 909 153 493 281 20779 18886 2849 2770 16037 8997 5097 7272 1813 is_linear=0 shrinkage=0.04 Tree=118 num_leaves=31 num_cat=0 split_feature=28 23 30 14 30 28 28 34 33 29 34 23 0 30 28 23 33 30 30 0 28 9 24 1 22 9 0 14 9 1 split_gain=98.3389 27.8993 23.5386 13.279 10.3267 10.6144 7.17037 6.80778 6.51752 6.2736 5.61969 5.52052 5.43274 8.82 4.99351 4.90955 15.8843 13.0104 4.56889 4.42112 4.34074 4.33096 5.20022 4.28716 4.09336 3.85247 7.32402 8.84777 5.56869 5.31661 threshold=18069.731345732016 -713.79449999999986 499.11774944669639 0.063390085881955341 58.669242741070342 20788.317298939455 16731.727185866395 20456.925000000003 14081.982500000002 16597.262372243847 26999.665000000005 -233.77375000000026 5.5000000000000009 594.09139670879711 21838.472043489073 229.46900000000099 15323.010000000002 340.95608111853102 834.2204576692501 4.5000000000000009 23224.351260753909 0.98296291314453421 862.52000000000237 1.0000000180025095e-35 19839.195000000003 -0.60355339059327362 16.500000000000004 0.3484035575467645 -0.98296291314453399 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 20 15 6 5 10 -4 -6 -5 24 -3 14 13 -8 -9 -1 -17 -18 23 -13 -2 -19 -23 -14 -10 26 -21 28 -28 -30 right_child=1 4 3 8 7 -7 12 11 9 -11 -12 19 18 -15 -16 16 17 21 -20 25 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-26.115937248739634 -6.9355555028265305 -3.0703171619823078 -11.305629539051274 -0.77753645367185797 -1.6741095137898558 -0.18106170409838362 -0.97030408562564574 -2.8646077507616368 17.337237208640083 4.7206550261426123 5.8979607741068447 1.8031257941226766 1.48609703672518 7.6094532715741989 0.18624781476932348 -13.162073053384502 -0.89879513053869897 4.9365792289105705 3.3876880885768168 1.8170074025178284 1.5165239649404265 10.286824843191159 25.223254443668193 -1.5860965494158132 6.4710167288131855 -0.0093628976131982164 2.7170115268859849 -1.1058383803902903 1.9461755480382155 -0.17906735207104438 leaf_weight=27379 5438 3830 674 111 4391 5425 25 3100 86 134 20 153 218 25 2157 6558 807 250 151 2586 116 20 22 468 35 13415 915 2685 897 2382 leaf_count=27379 5438 3830 674 111 4391 5425 25 3100 86 134 20 153 218 25 2157 6558 807 250 151 2586 116 20 22 468 35 13415 915 2685 897 2382 internal_value=-0.00192028 -0.000716482 -0.00346758 0.000836533 -0.000363811 -0.00154178 -0.000771301 -2.94982e-05 0.00769399 0.0112157 -0.00314805 0.000197949 0.00159188 0.0144 -0.000971658 -0.00370431 -0.00280893 0.00164149 0.000826761 0.000464897 -0.00338063 0.00887671 0.0207619 -0.000559768 0.0178182 0.000419579 0.00103751 0.000355283 0.0015031 0.000733149 internal_weight=84473 47510 36963 1927 41956 9275 1561 32681 366 255 3850 28290 887 50 5257 35036 7657 1099 837 23033 5554 292 42 686 121 22880 9465 6879 4194 3279 internal_count=84473 47510 36963 1927 41956 9275 1561 32681 366 255 3850 28290 887 50 5257 35036 7657 1099 837 23033 5554 292 42 686 121 22880 9465 6879 4194 3279 is_linear=0 shrinkage=0.04 Tree=119 num_leaves=31 num_cat=0 split_feature=28 10 30 33 2 30 14 22 30 24 14 27 3 35 29 34 23 14 21 9 1 21 1 19 27 24 15 0 0 23 split_gain=99.2291 30.2883 19.8719 13.4301 11.5012 12.9219 11.4257 9.70067 8.65127 7.95191 7.49358 7.02801 6.30472 5.47812 5.29313 5.09754 5.09125 4.75276 5.61164 8.4824 6.38876 4.61864 4.30738 4.24653 4.10286 4.07219 4.00805 7.61103 5.9464 3.94271 threshold=17849.101794540828 0.78656609248549303 479.12341686379733 14678.159000000001 4.5000000000000009 378.79390869293047 0.71952396275653763 20392.943250000004 51.295582621867133 402.93299999999914 0.19969739736768838 -574.58100000000002 352.50000000000006 18656.075323660716 18117.118222759589 26999.665000000005 315.11299999999943 -0.70289845916694649 21583.024000000005 -0.98296291314453399 1.0000000180025095e-35 16525.213500000002 1.0000000180025095e-35 24565.770000000004 15.07000000000153 -276.59875000000005 21277.307500000003 20.500000000000004 12.500000000000002 -558.38900000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 -1 13 6 24 8 14 -2 -5 -11 -10 -9 -4 -8 -3 -7 26 19 20 -19 -17 -12 -20 -6 -21 -13 28 -28 -16 right_child=1 15 3 9 5 16 7 12 11 10 22 17 -14 -15 29 21 -18 18 23 25 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-20.601713094395269 -1.2094261064265182 -13.672165779132499 -4.2684333406384791 -16.34494754695918 -4.0166985834609683 -3.3903206172224394 6.8302954037952341 0.53100005885514878 -1.5530181498386839 2.1012079336915681 24.649247984782633 -0.84485108105847329 -2.6724630318758433 6.3794619764915685 -1.6830395193882506 1.8655278639105206 3.4519746463996355 -2.0215120103220667 -0.3216393478572262 -0.83770658750664373 4.9370359086252522 -2.4581778590579728 4.4734336435250297 4.1925145511177595 -0.7001200896937263 0.87692807134452855 3.7194387341369408 7.7369530268877043 -2.0540602368693524 2.6635452069077208 leaf_weight=33403 5462 4791 1214 115 4011 64 189 6944 5974 361 38 4721 864 88 198 41 184 113 4660 1439 297 59 79 34 2173 5350 97 28 273 1209 leaf_count=33403 5462 4791 1214 115 4011 64 189 6944 5974 361 38 4721 864 88 198 41 184 113 4660 1439 297 59 79 34 2173 5350 97 28 273 1209 internal_value=-0.00191271 -0.000751196 -0.00353085 0.000453825 -0.000421282 -0.00198508 -0.000155554 0.00105317 -0.000555119 0.00544351 0.00771548 -0.000215088 0.000472335 -0.00181874 0.00389474 -0.0037383 0.00696774 0.000199388 0.000638021 0.00133963 0.00692683 0.0052 0.0165128 -0.000438007 -0.00234411 0.00100221 -0.000819692 0.00303517 0.00151351 0.00305046 internal_weight=84473 49175 35298 1895 44284 6432 37852 9404 28448 593 478 22986 7808 1302 1596 4891 248 17012 11893 7199 410 100 117 4694 6184 6789 5119 398 370 1407 internal_count=84473 49175 35298 1895 44284 6432 37852 9404 28448 593 478 22986 7808 1302 1596 4891 248 17012 11893 7199 410 100 117 4694 6184 6789 5119 398 370 1407 is_linear=0 shrinkage=0.04 Tree=120 num_leaves=31 num_cat=0 split_feature=28 10 30 2 0 28 28 30 28 27 32 30 34 0 14 25 30 24 9 15 14 21 1 24 10 13 34 24 23 14 split_gain=99.7225 46.7407 26.5034 22.7931 12.3587 16.3568 10.4219 10.4856 8.2932 7.89802 8.12785 7.73469 7.3212 6.73535 7.17391 6.36562 5.92886 5.337 5.30606 5.1917 4.88497 4.40576 4.1276 5.67355 4.29533 4.26471 4.11623 4.1166 3.87386 5.72778 threshold=16889.64037526316 0.60355339059327384 239.82953565211906 4.5000000000000009 6.5000000000000009 17717.389682645113 21559.751284171118 472.39746119713465 20856.488996138669 1116.3064999999972 1798.8100533566987 69.069119110978434 26999.665000000005 14.500000000000002 -0.67801649466304881 105.05099999999949 577.15728802371325 1068.5074999999999 -0.91597561503675329 20238.008500000004 0.42763731121559989 19981.789000000004 1.0000000180025095e-35 1561.0552499999997 -0.37940952255126015 0.24372619187392155 28147.430000000004 448.47350000000012 -78.525499999999724 -0.93543596745397617 decision_type=2 2 2 2 2 2 2 2 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 8 5 9 12 -8 11 10 -4 -2 28 -13 -15 -14 17 -7 -6 -17 -16 -10 23 -20 -24 -25 -23 -28 -3 -30 right_child=1 6 4 -5 18 16 7 -9 21 -11 -12 13 15 14 20 19 -18 -19 22 -21 -22 26 24 25 -26 -27 27 -29 29 -31 leaf_value=-37.650340613394512 -2.2498948908264214 -13.792232193311005 11.66865789883061 -3.8630811250712322 2.5681493525046721 1.7693667933078741 1.8556731464551195 -1.8631172569353081 0.82639284524137335 -0.75524404273269397 5.3704533006222999 -1.4319354304143883 -1.8777415975310772 -0.5591276791726324 2.3879489704045969 8.5283751212664267 0.24797211218063234 14.107737558232907 -0.88198276447302359 0.78409868608303801 -6.7655853199469007 -0.03264560338568482 0.53084778787180753 3.2009392669173549 -1.2169444514962555 0.45112229511410407 0.023194260193613037 12.844412654549302 3.2859819019789418 -3.4888852935303341 leaf_weight=27306 3636 9579 97 7218 1004 478 349 538 1476 89 588 4193 46 1555 1475 20 1438 39 765 21 167 14577 3092 596 2757 560 30 23 89 672 leaf_count=27306 3636 9579 97 7218 1004 478 349 538 1476 89 588 4193 46 1555 1475 20 1438 39 765 21 167 14577 3092 596 2757 560 30 23 89 672 internal_value=-0.00189424 -0.000944392 -0.000376247 -0.000932752 0.00128558 0.0036365 -0.00324695 0.000915444 -0.000401298 0.00855814 0.0100146 -0.00124651 -0.00360104 -0.000503384 0.000879574 0.00795402 0.00168798 0.0053617 0.000554364 0.0194146 0.00272351 0.000177324 0.000200771 0.00180947 -0.000327578 0.00357785 -3.28102e-05 0.0110943 -0.00369826 -0.000951381 internal_weight=84473 57167 45853 34350 11503 2729 11314 887 27132 774 685 11026 10427 7390 3197 87 1955 517 8774 41 1642 16106 7770 1921 5849 1156 14630 53 10340 761 internal_count=84473 57167 45853 34350 11503 2729 11314 887 27132 774 685 11026 10427 7390 3197 87 1955 517 8774 41 1642 16106 7770 1921 5849 1156 14630 53 10340 761 is_linear=0 shrinkage=0.04 Tree=121 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 28 28 30 31 27 25 9 32 30 24 24 24 14 30 30 24 23 28 14 1 14 19 36 1 18 split_gain=96.8861 46.4005 24.0246 23.7783 12.3162 12.6632 9.53818 9.43344 6.20869 5.82246 8.53258 5.71827 5.22024 4.94668 4.96316 4.69411 4.18219 6.51832 4.55953 4.17328 4.14848 4.03736 5.97053 12.4362 6.14371 3.66502 3.37102 3.93908 3.21856 6.06028 threshold=16889.64037526316 0.60355339059327384 204.3741037008439 19524.404585156619 6.5000000000000009 17717.389682645113 21559.751284171118 472.39746119713465 24106.102994791672 1116.3064999999972 -675.89699999999891 -0.91597561503675329 2331.0395593786047 577.15728802371325 1068.5074999999999 392.26349999999917 981.66300000000058 0.41202506375868281 561.02947301335178 51.295582621867133 -1354.2139999999997 -133.67499999999924 20051.580289639111 -0.73865259438682551 1.0000000180025095e-35 0.93769647993491489 25505.970000000005 3219.0842369234374 1.0000000180025095e-35 16293.073750000001 decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 21 10 -4 -6 19 14 -7 -12 17 -17 -18 -5 -10 -3 -23 24 -24 -19 28 -28 29 -13 right_child=1 6 4 12 11 13 7 -9 20 -11 15 26 -14 -15 -16 16 18 25 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-36.144326988858673 -4.5897086959947604 -13.494888613315894 10.729354012668846 -1.6699320725956188 1.9621362072558755 1.7155211043849357 1.7814462205968813 -1.7885925666578411 0.021181212668659289 -0.72503428102342815 -0.070185580285967636 2.261539095674177 0.024678872381743475 0.23805322769336265 13.543428055903638 7.7114353362766712 22.844182100423776 2.5326337225560049 0.79526599661590869 -0.4261289534129451 8.0198264137851201 -5.1717530065597188 5.9168818711658639 -2.6122353793270339 2.3414224386260147 9.1119053780586849 10.681824552288074 0.77787941023426588 -0.38677000474241208 -0.18606082489958353 leaf_weight=27306 7916 9454 110 2236 1515 520 349 538 33 89 129 964 15565 1438 39 151 22 126 187 5936 22 611 56 209 42 23 24 112 7264 1487 leaf_count=27306 7916 9454 110 2236 1515 520 349 538 33 89 129 964 15565 1438 39 151 22 126 187 5936 22 611 56 209 42 23 24 112 7264 1487 internal_value=-0.00188903 -0.000952788 -0.000386715 -0.000999969 0.000980281 0.00333945 -0.00324695 0.000735061 -0.00358569 0.00746953 0.00862032 0.000392046 -0.000366854 0.00160841 0.00480143 0.00684639 0.00857367 0.0116 0.00422966 -0.00118551 0.00981818 -0.00365677 -0.00112418 0.00342671 0.0151837 0.00566443 4.0198e-05 0.00629412 -4.73504e-05 0.00120604 internal_weight=84473 57167 45853 31653 14200 2834 11314 887 10427 837 748 11366 23737 1997 559 638 509 300 209 8172 55 10372 918 307 98 149 9851 136 9715 2451 internal_count=84473 57167 45853 31653 14200 2834 11314 887 10427 837 748 11366 23737 1997 559 638 509 300 209 8172 55 10372 918 307 98 149 9851 136 9715 2451 is_linear=0 shrinkage=0.04 Tree=122 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 28 28 30 27 25 30 34 25 30 24 14 30 30 24 28 9 14 1 10 24 27 2 23 0 16 split_gain=95.56 50.5987 25.6984 23.3699 14.3371 18.9026 8.8571 12.3074 8.32669 8.28958 6.72482 6.68727 6.66539 5.90719 6.10938 7.97634 4.97202 4.93782 4.86551 4.64329 4.50009 4.41098 4.18878 4.65428 6.55112 4.044 3.85484 3.76488 3.75696 3.62012 threshold=16731.727185866395 0.60355339059327384 250.60493373101357 19768.950573568833 6.5000000000000009 17717.389682645113 20720.547441036451 326.7097330481501 857.68750000000193 -675.89699999999891 113.10621794994823 26999.665000000005 200.110999999999 301.08702806566458 981.66300000000058 0.29958852271690523 26.486488835525197 577.15728802371325 1068.5074999999999 23494.815715923618 -0.91597561503675329 -0.11692317777808843 2.5000000000000004 -0.70710678118654757 425.30850000000015 -427.28750000000031 4.5000000000000009 594.58750000000157 14.500000000000002 22979.111500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 10 5 8 11 -8 9 -4 -2 -3 -13 -11 15 -15 29 18 -7 -9 27 -16 -18 24 -24 -26 28 -6 -12 -5 right_child=1 6 4 16 20 17 7 19 -10 13 26 12 -14 14 21 -17 22 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-40.434965196202398 -5.2271310469735202 -14.85512309592316 12.155383861178919 -1.8053295141121797 2.9575611731221016 1.6501383159541212 3.8870824217115456 -1.7101735072059621 0.20702132325842024 0.19390142428691742 -1.2166423105418944 -0.3536336716964486 7.4210517501426549 8.7045593777529824 -0.4821034317595112 4.8630988437099516 0.13971858745256321 0.22853109858557211 13.001690933667556 1.8703229598525182 0.082035519021056089 15.333649391750505 -0.27170627997646074 -1.1027386822290302 3.3887271066515949 0.51298784445958334 -3.3790048646208639 -1.9141280456491969 1.2421985497140073 0.2745008058186395 leaf_weight=25974 5726 10149 121 2042 717 454 157 1521 183 111 1792 43 27 139 92 158 16134 1438 39 78 7362 77 2181 3182 165 234 2397 173 887 720 leaf_count=25974 5726 10149 121 2042 717 454 157 1521 183 111 1792 43 27 139 92 158 16134 1438 39 78 7362 77 2181 3182 165 234 2397 173 887 720 internal_value=-0.00187625 -0.000979778 -0.000382943 -0.000908066 0.00130007 0.00376671 -0.00329854 -0.000674261 0.00862202 0.0106132 -0.00245955 -0.00374949 0.00857143 0.00861698 0.0105923 0.0140471 -0.000228406 0.00155153 0.00500608 -0.00172358 0.000459524 0.00452071 -2.66725e-05 -0.000952448 0.000310077 0.00502256 -0.00139953 0.00314607 -0.000356851 -0.00182766 internal_weight=84473 58499 46524 35460 11064 2812 11975 1756 881 698 10802 10219 70 577 466 297 24658 1931 493 1599 8252 169 21896 5762 2580 399 5076 890 2679 2762 internal_count=84473 58499 46524 35460 11064 2812 11975 1756 881 698 10802 10219 70 577 466 297 24658 1931 493 1599 8252 169 21896 5762 2580 399 5076 890 2679 2762 is_linear=0 shrinkage=0.04 Tree=123 num_leaves=31 num_cat=0 split_feature=28 10 30 24 16 2 30 3 1 20 28 28 30 24 0 0 30 27 21 9 1 21 3 13 14 3 29 21 21 22 split_gain=95.6621 30.336 20.9882 20.3028 35.2283 9.66462 9.89868 8.80331 7.40438 6.25152 6.29252 8.09416 6.08749 4.96748 4.9127 4.57348 4.50252 4.04461 4.03028 3.90145 7.00073 9.00454 9.82016 8.48792 4.36686 4.9636 6.00596 4.28548 4.09905 4.00836 threshold=17849.101794540828 0.78656609248549303 396.59994962553634 223.56450000000044 15155.010500000002 4.5000000000000009 378.79390869293047 22.500000000000004 2.5000000000000004 17971.255000000005 16449.242336158106 17237.655672342295 26.486488835525197 1299.7639999999994 4.5000000000000009 19.500000000000004 999.71168524896132 15.07000000000153 15676.399000000003 -0.98296291314453399 1.0000000180025095e-35 22765.289750000004 165.50000000000003 -0.93545489084327571 0.56191161272202661 352.50000000000006 18037.133883928273 16889.360000000004 21583.024000000005 20458.786250000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 -4 16 7 17 18 12 10 -6 -12 -9 -8 -10 -16 -5 -7 -2 20 -14 22 27 29 28 26 -26 -22 -21 -24 right_child=1 -3 3 4 9 6 13 8 14 -11 11 -13 19 -15 15 -17 -18 -19 -20 24 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-18.684819040253789 5.9822222941408993 -10.459845572110707 -43.774118340299722 -3.4862744685198033 -3.3724623178730524 -3.5482783045835213 -2.3262344354397917 -1.1685636681830895 1.6500184736515695 4.2824502519153009 10.482440009814377 5.6988849303700455 -1.5740470473988841 3.4766035628608001 -0.58041609108965353 -6.9363988678432076 3.4840051215201511 -0.5213711426284543 1.0912623392005592 0.045765618329368596 3.9456493446269332 -1.0496388379473629 13.580385271802207 -0.72016586400824423 4.6407349933156645 -2.4985224905353598 0.63941273908874185 5.1279302032508145 -1.149358755044269 3.8769366030587635 leaf_weight=31608 128 4891 1599 1267 36 4011 87 2296 69 355 172 148 497 161 7889 1136 113 2173 2198 12287 20 365 34 261 221 573 5725 283 3791 79 leaf_count=31608 128 4891 1599 1267 36 4011 87 2296 69 355 172 148 497 161 7889 1136 113 2173 2198 12287 20 365 34 261 221 573 5725 283 3791 79 internal_value=-0.00187293 -0.000732487 -0.00346173 -0.000607047 0.00198756 -0.000402313 -0.00183582 -0.000158724 -0.000314813 0.00922081 0.0129663 0.01475 2.39095e-05 0.006 -0.00129932 -0.00138061 -0.00173913 -0.00215007 0.00222528 0.000211136 0.00215984 0.00402303 0.00675332 0.00241711 7.84165e-05 0.000951679 0.00129431 0.0121056 -0.000275657 0.0115752 internal_weight=84473 49175 35298 3690 2091 44284 6432 37852 35526 711 356 320 26432 248 9094 9025 1380 6184 2326 24136 1539 1042 677 374 22597 6519 5946 303 16078 113 internal_count=84473 49175 35298 3690 2091 44284 6432 37852 35526 711 356 320 26432 248 9094 9025 1380 6184 2326 24136 1539 1042 677 374 22597 6519 5946 303 16078 113 is_linear=0 shrinkage=0.04 Tree=124 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 28 28 30 28 30 27 25 28 30 30 24 30 30 24 21 14 3 15 0 0 35 15 13 30 7 split_gain=95.8502 49.2633 25.2635 23.536 15.9343 13.4782 9.59893 17.9538 6.33888 8.45126 5.80188 8.32252 5.5238 5.62514 5.34541 8.45072 5.62197 4.94667 4.97027 4.49942 3.76885 3.76511 3.68969 3.54663 6.79888 6.22709 3.76173 3.6069 3.84585 5.38586 threshold=16731.727185866395 0.60355339059327384 192.2420466690956 19524.404585156619 6.5000000000000009 17717.389682645113 19988.161562211553 222.551602957055 21559.751284171118 472.39746119713465 1116.3064999999972 -675.89699999999891 21886.23163247895 49.154644533130671 301.08702806566458 981.66300000000058 561.02947301335178 577.15728802371325 1068.5074999999999 21864.585000000003 0.41202506375868281 36.500000000000007 22029.508000000005 19.500000000000004 14.500000000000002 20723.546822916669 19784.430500000006 0.22700754078277605 391.74903798481489 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 10 -3 -8 -9 -10 11 -4 13 -5 -13 20 -17 18 -7 -15 -16 -22 -14 24 27 -26 -27 28 -6 -30 right_child=1 6 4 12 23 17 7 8 9 -11 -12 14 22 19 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-38.108118545727429 -4.4872692029983146 -15.573376955140796 10.449353840316618 -1.3137253580192285 -0.042834231482498812 1.5574524829110714 3.8288169003826766 -6.0806629584651954 1.6682199491814498 -1.6651437760511991 -0.7513353497212566 0.85247438291632238 1.5131545410787961 -0.033771100872816533 8.2510555918121007 25.104820598700076 0.54285707186801002 0.2269986519012927 12.452432006331328 -3.2458487775319322 5.9243141333362335 3.632966309623288 0.052571596757582315 -1.7946434610599002 1.59177224250752 5.7344463244430619 4.2978896340849015 -0.66669474506365622 0.93658317744334318 2.9971771342503288 leaf_weight=25974 7967 9081 144 3618 2634 540 192 1817 347 538 98 244 569 8133 163 21 203 1438 39 1086 28 119 9536 1483 2629 32 125 4275 1132 268 leaf_count=25974 7967 9081 144 3618 2634 540 192 1817 347 538 98 244 569 8133 163 21 203 1438 39 1086 28 119 9536 1483 2629 32 125 4275 1132 268 internal_value=-0.00185162 -0.000953795 -0.000364888 -0.0010274 0.000946525 0.00354692 -0.00324175 -0.00123566 -0.0020755 0.000700564 0.00729412 0.00827766 -0.000376952 -0.000927632 0.00664267 0.00888389 0.00296428 0.00165196 0.00477375 -0.000403082 0.0131613 0.00851701 0.000322612 0.000318651 0.000564217 0.00227423 0.0100127 -9.14766e-06 0.000848784 0.00254286 internal_weight=84473 58499 46524 30909 15615 3037 11975 2894 2702 885 1020 922 22942 12837 778 534 224 2017 579 9219 310 147 10105 12578 11095 2786 157 8309 4034 1400 internal_count=84473 58499 46524 30909 15615 3037 11975 2894 2702 885 1020 922 22942 12837 778 534 224 2017 579 9219 310 147 10105 12578 11095 2786 157 8309 4034 1400 is_linear=0 shrinkage=0.04 Tree=125 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 28 34 21 28 30 16 30 28 30 24 30 15 30 9 32 27 16 35 34 21 17 15 34 0 31 split_gain=95.4098 50.0926 24.8633 21.1891 14.679 17.0049 9.68556 10.2765 7.96698 13.0066 7.49276 9.10265 6.01553 5.43368 7.10622 5.37081 4.97418 4.54471 4.43406 4.04704 5.41978 4.0198 3.9747 3.92749 3.81855 3.64804 3.4819 3.3408 3.31145 4.65235 threshold=16647.77006680032 0.60355339059327384 229.69531674838905 19488.847939490683 6.5000000000000009 17509.054711704888 26798.225000000006 16318.416750000002 20615.11295294626 326.7097330481501 15305.734500000002 351.79914036483859 16966.138295572731 547.12667486166038 1068.5074999999999 113.10621794994823 24206.049000000003 26.486488835525197 -0.91597561503675329 1873.7354778178524 1045.6534999999997 22979.111500000003 20912.489877232147 20582.021750000004 18041.531000000006 21499.696000000004 16866.812000000005 23512.658750000002 9.5000000000000018 23582.875872395838 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 15 5 10 8 25 -3 -10 19 -12 -13 14 27 -2 -11 21 22 20 24 -5 -6 -14 -4 -8 -25 -7 29 -19 right_child=1 6 4 17 18 13 7 -9 9 16 11 12 23 -15 -16 -17 -18 28 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-39.254940482534678 -5.937538442725363 -14.029753659278597 9.0121424997559867 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-0.00203681 -0.000328206 0.000399583 0.00345763 0.01 -0.00181518 0.00274276 0.0122319 0.0172903 0.0204444 0.0101436 0.00386087 -0.000135301 -0.00140188 internal_weight=84473 59165 46871 34282 12589 2979 12294 196 12098 1806 813 518 298 2166 612 8932 1630 25350 9610 295 100 2911 1139 207 62 54 181 575 22439 2879 internal_count=84473 59165 46871 34282 12589 2979 12294 196 12098 1806 813 518 298 2166 612 8932 1630 25350 9610 295 100 2911 1139 207 62 54 181 575 22439 2879 is_linear=0 shrinkage=0.04 Tree=126 num_leaves=31 num_cat=0 split_feature=28 10 30 33 23 2 30 0 1 14 28 9 22 10 0 13 30 0 30 14 18 34 1 33 30 21 0 19 0 1 split_gain=94.6175 36.8579 15.8733 15.0515 16.0978 12.8978 10.4499 8.54733 8.21045 8.03894 9.18192 12.5395 7.70557 6.17146 5.51217 5.84839 5.45976 13.7148 5.32246 6.15845 7.59013 5.05895 4.62221 4.83851 6.96879 4.61864 4.60175 4.38719 4.24902 13.742 threshold=17429.731362802606 0.78656609248549303 391.74903798481489 15166.387500000003 276.51375000000013 4.5000000000000009 362.82841873165364 6.5000000000000009 2.5000000000000004 -0.056951011027366626 16319.168230361292 0.78656609248549325 20260.977750000002 -0.12940952255126037 14.500000000000002 0.40614137006726808 547.12667486166038 5.5000000000000009 485.82691111126024 -0.67801649466304881 19750.331750000005 26999.665000000005 1.0000000180025095e-35 18425.815000000006 175.23038192580779 16525.213500000002 19.500000000000004 20343.807500000006 20.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 9 -5 7 -7 16 14 -4 -11 -12 -13 -8 15 -9 17 22 19 28 27 -3 -2 24 -24 -23 -10 -21 -16 -30 right_child=1 21 3 4 -6 6 13 8 26 10 11 12 -14 -15 18 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-21.548502919108142 -1.7034675944165836 -11.989437613540682 -5.1448060358306513 -32.978179337273481 8.0992474216254013 -2.3735178626648956 2.8417980061038826 0.15518591176370522 -0.55988835084491562 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0.00377448 0.0052 -0.00130714 0.00435673 -0.000615761 0.00290831 internal_weight=84473 52505 31968 3050 379 46459 7703 38756 36133 2671 564 315 179 416 27072 14347 2623 1033 12725 12155 8881 6046 983 750 674 100 9061 1211 3274 469 internal_count=84473 52505 31968 3050 379 46459 7703 38756 36133 2671 564 315 179 416 27072 14347 2623 1033 12725 12155 8881 6046 983 750 674 100 9061 1211 3274 469 is_linear=0 shrinkage=0.04 Tree=127 num_leaves=31 num_cat=0 split_feature=28 10 30 2 0 28 28 30 27 34 34 21 32 30 24 23 18 30 9 13 16 3 30 0 24 23 9 20 17 1 split_gain=95.2708 50.4642 24.4398 20.9591 12.9121 15.0603 10.4309 8.50998 7.5532 7.53948 7.43342 7.21954 5.61153 5.19879 7.22557 5.1538 5.8541 8.61236 4.38047 4.23845 4.03195 4.01756 4.70146 5.01324 4.58498 3.75021 3.73628 3.39506 3.28943 3.27123 threshold=16607.329777877803 0.60355339059327384 232.17804441721577 4.5000000000000009 6.5000000000000009 17509.054711704888 21377.470563991137 472.39746119713465 857.68750000000193 26999.665000000005 20494.820000000003 16318.416750000002 1837.9685277559895 547.12667486166038 1068.5074999999999 -206.80799999999996 19573.984000000004 253.19305877407245 0.91597561503675362 0.90162119223771331 20853.788500000002 22.500000000000004 26.486488835525197 9.5000000000000018 -234.31749999999917 -106.137999999999 -0.91597561503675329 22920.830000000005 21499.696000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 10 5 8 9 -8 12 15 -2 28 -4 14 -7 -3 -17 20 21 -14 -18 -12 -23 -24 -25 -22 -6 -5 -11 -28 right_child=1 6 4 27 26 13 7 -9 -10 11 18 -13 19 -15 -16 16 17 -19 -20 -21 25 22 23 24 -26 -27 29 -29 -30 -31 leaf_value=-38.280800997298392 -2.2316936443857482 -13.033710639917169 16.732441003675884 -6.1576540240301902 2.1810767774798694 1.6547794363486381 1.719449760404351 -1.5188976893804382 0.10951246714750144 7.0063785755111008 1.0893961553078195 -2.216566784932029 4.0744061186269764 0.24823665955211308 12.832999253855624 -5.241576093280246 1.952734620278775 -6.3467459497771781 3.5186571577015395 10.712466428218907 2.9694505177984412 -1.0800621926201561 -1.1843775850982472 -0.59620676149052187 0.30571939759287436 4.9314959390349555 1.0049701801266016 -1.2649222715401847 1.6368795929795454 -0.24964855255199048 leaf_weight=24975 3772 10048 113 4965 1111 571 407 629 162 20 1534 43 442 1554 37 849 173 207 92 132 21 2424 3044 4322 11756 36 2075 2658 21 6280 leaf_count=24975 3772 10048 113 4965 1111 571 407 629 162 20 1534 43 442 1554 37 849 173 207 92 132 21 2424 3044 4322 11756 36 2075 2658 21 6280 internal_value=-0.00181611 -0.000945781 -0.0003464 -0.000894149 0.00117111 0.00345267 -0.00320989 0.000633204 0.00796702 -0.00355859 -0.00037025 0.00838095 0.00979913 0.00167993 0.00481579 -0.00364708 -0.00126283 0.00249885 -0.000102193 0.00819512 0.00782609 -0.000136916 -0.000277732 -6.73579e-05 0.000214454 0.0170526 0.000445383 -0.0027459 0.0203902 0.000155594 internal_weight=84473 59498 47044 34567 12477 3011 12454 1036 849 11418 26944 84 687 2162 608 11334 1286 437 23172 574 230 23080 21546 19122 16078 57 9466 7623 41 8355 internal_count=84473 59498 47044 34567 12477 3011 12454 1036 849 11418 26944 84 687 2162 608 11334 1286 437 23172 574 230 23080 21546 19122 16078 57 9466 7623 41 8355 is_linear=0 shrinkage=0.04 Tree=128 num_leaves=31 num_cat=0 split_feature=28 23 33 30 23 27 0 28 30 28 19 1 30 9 33 18 10 1 0 13 28 14 0 30 29 28 30 27 0 2 split_gain=94.0938 31.976 42.5627 17.3344 15.3248 9.38328 8.19657 7.64591 6.19896 7.69328 5.2142 5.40827 7.39267 13.4248 5.15714 5.10107 4.45758 9.03974 5.75565 4.26942 4.22697 5.91927 5.92473 7.58427 7.57387 4.1324 4.57012 4.00447 3.95143 3.8813 threshold=18912.854158012531 262.0735000000023 14538.352000000003 337.44273729936612 -831.5402499999999 381.33074999999923 4.5000000000000009 16282.300515176774 49.154644533130671 20928.753975591248 15811.937500000002 1.0000000180025095e-35 611.6675602009542 0.98296291314453421 15960.078000000001 25504.737500000007 0.1294095225512602 1.0000000180025095e-35 14.500000000000002 0.39036257410962044 20051.580289639111 -0.10837475778693638 19.500000000000004 326.7097330481501 21098.558957978134 16319.168230361292 999.71168524896132 386.25600000000128 5.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 25 14 15 7 27 -5 9 -8 -7 12 13 -12 -4 -2 18 20 19 -10 -18 22 -22 24 -24 -3 28 -6 -27 -16 right_child=4 2 3 5 6 10 8 -9 16 -11 11 -13 -14 -15 29 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-15.940298097314583 -4.6507070168636027 -33.415989237485988 -2.9897253805746562 -4.2695437016768123 3.7995012039187332 9.2861536023894189 -2.0709676400693833 6.9699502790872003 0.27014095959958573 -0.080202611981387284 1.8932099949701233 0.43229730692221935 0.42366017198986927 26.180170013424274 1.5005607549266244 1.390707046129136 -2.014771775284887 -1.839792322541957 0.68320156014389843 -0.71188459146339167 -0.13582450451201797 0.34351492165637987 2.6852102241592002 -0.93698621639445057 7.4201024306032846 8.3947635267560798 6.0805297137244683 0.067562776507104058 -3.6084272008128142 -2.6023097806747764 leaf_weight=32334 3154 3776 1143 71 74 115 2868 454 8513 4034 103 1050 150 82 392 163 481 5088 8056 7227 159 967 189 89 78 21 75 43 3361 163 leaf_count=32334 3154 3776 1143 71 74 115 2868 454 8513 4034 103 1050 150 82 392 163 481 5088 8056 7227 159 967 189 89 78 21 75 43 3361 163 internal_value=-0.00180901 -0.00311111 -0.00124352 0.00223153 -0.00044028 0.00473086 -0.000211906 0.00933333 -0.00024467 -0.00132831 0.00312 0.00244043 0.00686567 0.0122162 -0.000749118 -0.00304733 -2.20538e-06 -0.000885549 0.000259538 -0.000185516 0.00142027 0.00247773 0.00594175 0.00880899 0.0121798 -0.00303221 -0.00203298 0.010359 -0.00224956 0.00241441 internal_weight=84473 43290 10956 3723 41183 2025 37866 525 37749 6902 1500 1385 335 185 1698 3317 30847 7051 23796 15740 1963 1482 515 356 267 7233 3457 117 3382 555 internal_count=84473 43290 10956 3723 41183 2025 37866 525 37749 6902 1500 1385 335 185 1698 3317 30847 7051 23796 15740 1963 1482 515 356 267 7233 3457 117 3382 555 is_linear=0 shrinkage=0.04 Tree=129 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 14 28 30 23 33 1 0 30 24 34 30 17 1 18 28 14 1 24 30 1 10 30 27 10 23 split_gain=93.8294 52.6705 23.4866 23.1016 16.2748 18.7967 9.36667 6.77622 6.27705 11.5165 6.01186 9.46221 22.147 8.92118 6.24629 5.51907 6.26147 5.47995 6.49774 5.24406 8.93015 5.3476 5.04013 4.39065 4.33023 4.15885 4.80083 5.2694 3.96469 3.95532 threshold=16527.635493232698 0.60355339059327384 182.3310804235025 20512.406723452277 5.5000000000000009 -0.16799793862756093 21559.751284171118 479.12341686379733 -213.63500000000019 18543.040000000005 1.0000000180025095e-35 6.5000000000000009 633.14466143343873 550.40599999999915 20975.827000000001 75.435280979381417 18245.552750000006 2.5000000000000004 15769.66725 19829.453745913601 -0.73865259438682551 1.0000000180025095e-35 1513.0999999999997 999.71168524896132 1.0000000180025095e-35 -0.78656609248549325 348.04149266744224 1587.0599999999988 -0.9159756150367534 283.14124999999973 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 15 5 -4 8 -8 -3 19 11 12 13 -6 22 -2 -17 18 -7 -10 21 -21 -14 -12 29 28 -27 -28 -13 -20 right_child=1 6 4 -5 10 17 7 -9 9 -11 23 25 14 -15 -16 16 -18 -19 24 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-38.773775076982815 -3.5369184075894493 -11.664010207317572 7.7440951293532345 -0.006088649058478543 -1.1404707735320054 10.569920655706733 1.6045517582381439 -1.4157802793513203 -4.5497332341361991 5.6418908712213902 -0.051905105216035252 1.7521158187026371 20.166225192531115 25.786311577635026 -0.39740003615906527 -3.9377071544538809 -0.39046367033442703 0.19245140011544382 5.8713198558643578 4.7720205077853333 -1.9390983334541367 2.0509124916161094 1.933810111595635 3.1469704418199003 2.559090176346515 0.44617184855308389 3.448867304450288 0.32413501000070588 -7.2803168310466138 -2.0029003491428203 leaf_weight=24309 5759 10487 87 16878 20 34 385 502 966 21 11498 327 22 97 229 3210 4542 454 35 80 261 81 28 274 531 1693 583 358 572 150 leaf_count=24309 5759 10487 87 16878 20 34 385 502 966 21 11498 327 22 97 229 3210 4542 454 35 80 261 81 28 274 531 1693 583 358 572 150 internal_value=-0.00179906 -0.000951666 -0.000336929 -0.00100286 0.000854048 0.00517118 -0.00323023 0.000735061 -0.00352589 -0.00101916 0.000499076 0.00185391 0.00771717 0.0223248 0.0015914 -0.00223551 -0.0015387 0.00387375 0.00597333 -0.00146398 0.00225592 0.0096646 0.0144 4.689e-05 0.00516201 0.00119672 0.00199848 0.00428905 -0.00115239 -0.000108109 internal_weight=84473 60164 47381 30389 16992 1291 12783 887 11896 1409 15701 3929 396 117 279 13511 7752 1204 750 1388 422 161 50 11772 716 3533 2634 941 899 185 internal_count=84473 60164 47381 30389 16992 1291 12783 887 11896 1409 15701 3929 396 117 279 13511 7752 1204 750 1388 422 161 50 11772 716 3533 2634 941 899 185 is_linear=0 shrinkage=0.04 Tree=130 num_leaves=31 num_cat=0 split_feature=28 10 9 28 2 16 2 30 14 22 30 27 0 34 21 3 15 29 27 25 10 24 26 28 30 24 25 33 34 21 split_gain=93.9061 36.0968 14.3169 45.2181 14.1553 14.5382 10.2816 10.1934 8.37848 8.6182 6.63903 6.58117 5.9579 5.8987 5.89349 5.02266 4.97473 4.49094 4.27622 4.20535 3.98449 3.94394 3.85084 3.77597 3.69338 5.37404 4.34701 4.99893 3.68595 4.9346 threshold=17393.697293452915 0.78656609248549303 0.91597561503675362 16282.300515176774 4.5000000000000009 15155.010500000002 4.5000000000000009 362.82841873165364 0.71952396275653763 20032.571500000002 50.302810731898866 -634.22799999999722 19.500000000000004 26999.665000000005 16038.126000000002 352.50000000000006 17300.525000000005 16097.271108229166 15.07000000000153 1538.1875000000002 -0.37940952255126015 -125.66750000000046 -2539.6537500000009 20653.040901897457 152.16792420328537 550.40599999999915 -2047.6839999999991 14831.895000000002 20481.644500000006 21583.024000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 -4 5 -5 8 18 10 16 23 -12 -9 -3 -15 20 -10 -7 -8 -18 -11 22 -13 -2 -20 26 27 -26 -23 -30 right_child=1 13 3 4 -6 17 7 12 9 15 11 21 -14 14 -16 -17 19 -19 24 -21 -22 28 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-21.399565372496699 -2.5308098461227542 -10.348362712479359 -24.766585738816303 1.0422925488007839 -2.3053636908350703 15.335052960338581 -3.2992858468999509 2.6284410109669172 5.0936007585495604 1.0056489122993528 -1.4959075487550479 1.5356949123657879 -10.124119189697701 2.5380075499084138 -0.57743897193007676 -2.4574010000711057 0.99934011418605917 7.458709209043576 -2.4438012613794755 4.582033798711195 -0.20722318622770672 -0.71335232317160424 -0.809952853059134 -0.3609347628215519 2.4598963384053594 -0.76118706509141476 0.907794443485889 3.6674949533150287 0.7357959296475538 -0.15047701847155417 leaf_weight=25752 2131 6046 4392 482 403 106 4688 318 95 4062 5426 293 103 34 66 888 1193 500 1495 374 3080 2575 4413 3245 92 757 345 60 7322 3737 leaf_count=25752 2131 6046 4392 482 403 106 4688 318 95 4062 5426 293 103 34 66 888 1193 500 1495 374 3080 2575 4413 3245 92 757 345 60 7322 3737 internal_value=-0.0017858 -0.000753852 -0.00350941 -0.00172905 0.00428974 0.00666176 -0.00037454 -0.00169407 -0.000107536 0.000911266 -0.000446367 -0.00015922 0.00436104 -0.00363554 0.006 0.000368617 0.00353309 0.0107855 -0.00203684 0.00299426 0.000721366 0.000202834 -0.000795581 -0.00171577 -0.000784286 0.000816586 0.00404829 0.00968421 0.000547454 0.000864815 internal_weight=84473 52838 31635 5883 1491 1088 46692 7858 38834 9692 29142 23766 421 6146 100 8030 1662 606 7437 1567 7142 18340 4706 5376 2749 1254 497 152 13634 11059 internal_count=84473 52838 31635 5883 1491 1088 46692 7858 38834 9692 29142 23766 421 6146 100 8030 1662 606 7437 1567 7142 18340 4706 5376 2749 1254 497 152 13634 11059 is_linear=0 shrinkage=0.04 Tree=131 num_leaves=31 num_cat=0 split_feature=28 10 9 28 2 16 2 30 0 1 27 29 0 30 28 0 13 30 14 18 0 31 3 27 28 23 1 1 34 0 split_gain=93.6817 35.2 13.2516 41.3852 12.3546 11.9814 9.70786 9.14238 7.74134 7.57901 6.26691 6.11516 5.55861 5.39053 7.51299 4.3726 5.01049 4.89154 5.14573 6.94207 4.34811 4.1805 4.10851 3.91686 3.90178 4.07321 4.9549 3.83698 3.73699 3.72896 threshold=17393.697293452915 0.78656609248549303 0.91597561503675362 16282.300515176774 4.5000000000000009 15155.010500000002 4.5000000000000009 362.82841873165364 6.5000000000000009 2.5000000000000004 448.13124999999678 22578.772987047727 19.500000000000004 173.39693547177228 18757.008287931047 14.500000000000002 0.35846314187849709 485.82691111126024 -0.6905596507703472 19539.271000000004 19.500000000000004 19235.68869791667 107.50000000000001 15.07000000000153 20788.317298939455 1389.4735000000003 1.0000000180025095e-35 1.0000000180025095e-35 22100.804000000004 20.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 -4 5 -5 8 23 10 15 13 -3 -9 14 -2 16 24 18 29 21 -11 27 -15 -8 25 -10 -27 -20 -7 -17 right_child=1 11 3 4 -6 28 7 12 9 20 -12 -13 -14 22 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-20.543582757596859 -1.0207837545785206 -10.787293517921391 -23.775922309263642 1.0006008468487069 -2.2131491432017314 15.66694369571967 -3.1673144130239268 2.5233033705282923 -1.2879639613224447 -0.54367692135819778 0.28446450739535367 1.2228803308281695 -9.7191544221097477 1.7225419364609191 3.8773093427338821 -0.68629258399524662 -0.97709503696103417 -2.2539438260296172 0.2151686811615241 0.52226799107308752 -5.8001116969950566 6.5508638026235451 3.6156509530178442 -0.6321900607525669 0.59460300436664637 3.4707369928686935 -0.6306337607498067 4.8397126775875794 5.4630900448289026 1.5900981964316407 leaf_weight=25752 303 5981 4392 482 403 216 4688 318 2586 7852 1703 165 103 463 55 2736 6849 570 325 7984 1210 54 163 2749 3884 383 655 602 390 457 leaf_count=25752 303 5981 4392 482 403 216 4688 318 2586 7852 1703 165 103 463 55 2736 6849 570 325 7984 1210 54 163 2749 3884 383 655 602 390 457 internal_value=-0.00178154 -0.000750824 -0.00350308 -0.00179024 0.00396781 0.00618382 -0.000376254 -0.00165844 -0.000116806 -0.000270784 0.0019546 -0.00359649 0.00407601 0.00449593 0.000581005 6.42412e-05 -0.000414294 0.000604022 0.000773811 0.00126492 -0.00127213 0.00444037 0.00673482 -0.00198306 0.000299413 -0.000644593 0.00147206 0.00381014 0.00992739 -0.000605075 internal_weight=84473 52838 31635 5883 1491 1088 46692 7858 38834 36147 2687 6146 421 984 358 27085 14357 12728 12158 8965 9062 981 626 7437 7508 3624 1038 927 606 3193 internal_count=84473 52838 31635 5883 1491 1088 46692 7858 38834 36147 2687 6146 421 984 358 27085 14357 12728 12158 8965 9062 981 626 7437 7508 3624 1038 927 606 3193 is_linear=0 shrinkage=0.04 Tree=132 num_leaves=31 num_cat=0 split_feature=28 10 2 30 0 30 33 24 0 31 21 1 16 30 0 30 28 0 20 1 25 23 13 0 13 30 14 18 31 11 split_gain=93.6633 40.5434 12.799 12.7445 9.5787 9.46361 10.2955 13.0516 9.11335 7.01916 9.95545 7.01087 6.56171 4.823 16.1868 8.99033 7.56409 4.5385 4.42793 4.37303 4.20966 4.52894 5.36415 4.04396 4.66816 4.62377 4.43491 5.41207 4.59828 3.81317 threshold=17047.581575052507 0.78656609248549303 4.5000000000000009 323.68458316081779 18.500000000000004 382.83309963825548 14629.025000000003 223.56450000000044 6.5000000000000009 23582.875872395838 16038.126000000002 2.5000000000000004 15305.734500000002 523.30664346596188 5.5000000000000009 165.13426374839841 18757.008287931047 19.500000000000004 22920.830000000005 1.0000000180025095e-35 -1285.0649999999994 551.09000000000026 -0.45274443793211405 14.500000000000002 0.40614137006726808 485.82691111126024 -0.70289845916694649 19539.271000000004 19235.68869791667 -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=5 2 8 18 -5 -1 -7 -8 13 -3 -11 23 -9 14 15 16 -2 -13 -4 -17 -21 22 -22 24 -10 26 -25 28 -28 -14 right_child=1 9 3 4 -6 6 7 12 11 10 -12 17 29 -15 -16 19 -18 -19 -20 20 21 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-24.702447501855019 -1.576433867820856 -11.461965502101355 -4.3861947385105946 2.0627325976907112 -6.2937635970347543 -6.4943879853929927 -35.032178221727222 3.0040542418097234 0.15866036477699783 2.8127090791801623 -0.023637054987692016 -0.52808988744553576 -1.0033408135508766 0.34606707809040921 14.391556470159848 -0.24282935531725008 3.7291257017287007 -5.57695404235045 -0.72900666254183 4.6749272985503687 4.8769982333949278 0.71340847772644278 1.6503999112065877 -0.36002066177416919 -0.97369719273865052 -2.1637860729884868 2.7693528697515184 0.4979454004053645 6.288829250518658 11.600349637799322 leaf_weight=26012 512 6923 5231 620 286 1969 272 208 7838 29 226 7877 29 1827 51 158 53 1213 2971 21 49 231 364 3091 6587 570 990 8063 54 148 leaf_count=26012 512 6923 5231 620 286 1969 272 208 7838 29 226 7877 29 1827 51 158 53 1213 2971 21 49 231 364 3091 6587 570 990 8063 54 148 internal_value=-0.00176307 -0.000809171 -0.000395175 -0.00174704 0.00275497 -0.00362288 -0.00133435 0.00300152 -8.38463e-05 -0.00361549 0.00290196 -0.000266021 0.00774026 0.00193999 0.00367199 0.00285879 -0.00102655 -0.00122772 -0.00224433 0.00552612 0.00694737 0.00637267 0.00888135 5.54545e-05 -0.000403467 0.000573934 0.000738481 0.00118283 0.00389272 0.0134011 internal_weight=84473 55835 48657 9108 906 28638 2626 657 39549 7178 255 36283 385 3266 1439 1388 565 9090 8202 823 665 644 413 27193 14425 12768 12198 9107 1044 177 internal_count=84473 55835 48657 9108 906 28638 2626 657 39549 7178 255 36283 385 3266 1439 1388 565 9090 8202 823 665 644 413 27193 14425 12768 12198 9107 1044 177 is_linear=0 shrinkage=0.04 Tree=133 num_leaves=31 num_cat=0 split_feature=28 10 30 28 0 31 21 14 28 30 1 30 29 30 10 14 30 29 30 25 0 0 30 23 25 35 29 15 23 28 split_gain=95.2606 50.9235 22.0603 22.2889 13.7175 13.5376 13.7943 8.99275 8.41457 9.41619 5.70257 7.55497 8.30557 10.4322 7.51126 6.04586 5.45111 4.84721 5.13277 4.84181 4.55721 7.70399 4.706 3.73314 7.21166 3.80007 3.67182 3.53287 3.4903 3.43623 threshold=16527.635493232698 0.60355339059327384 166.86479013739611 20378.147100621853 5.5000000000000009 23380.531471354174 16318.416750000002 -0.17646730165275518 20512.406723452277 374.68234425446718 1.0000000180025095e-35 348.04149266744224 17762.231885243982 561.02947301335178 -0.12940952255126037 0.67007489853957602 506.79399914501852 18526.138501729783 69.069119110978434 -1332.8919999999987 19.500000000000004 14.500000000000002 999.71168524896132 357.6004999999987 -1778.4719999999995 20723.546822916669 17129.248818384174 24102.260000000006 610.06799999999942 23494.815715923618 decision_type=2 2 2 2 2 2 2 2 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 17 7 8 -7 -4 -3 -10 11 -6 13 14 -13 -15 19 -2 -19 28 21 22 -12 24 25 -23 -16 -11 -9 -22 right_child=1 5 4 -5 10 6 -8 16 9 27 20 12 -14 15 26 -17 -18 18 -20 -21 29 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-34.516138397653997 -5.8853660412565301 -11.835001498428035 6.4676548828798728 -0.028859835021701721 0.27380066802858644 3.723266954759207 0.71565715422589282 1.3604256069764342 2.4560294206617308 -1.4573786762717089 -0.31322078645148066 3.4170150200536673 1.4056514624169549 1.3206924560733313 30.902477402880159 18.889700761840828 -1.0211300220606483 -2.6369011686871393 -0.46740898814721482 1.5876238762654946 -5.3213900843384989 4.0599202320506018 2.9632759247127227 0.12024909083555403 1.7731629839389291 5.2473019921873769 8.6596040112430863 1.5372351086834601 10.314947573580987 1.0467220202456373 leaf_weight=24309 4711 10501 93 16754 2840 51 366 34 314 1528 8472 147 873 370 49 36 261 2989 4164 963 1276 188 274 1050 1547 23 30 23 20 217 leaf_count=24309 4711 10501 93 16754 2840 51 366 34 314 1528 8472 147 873 370 49 36 261 2989 4164 963 1276 188 274 1050 1547 23 30 23 20 217 internal_value=-0.00174034 -0.000886511 -0.000282055 -0.000980922 0.000783882 -0.00312697 0.00396163 0.00463603 -0.003366 -0.000890081 0.00048022 0.00173533 0.00402658 0.00751899 0.0144071 0.00368473 0.00376213 -0.00230749 -0.00165134 0.00508554 6.22356e-05 0.000330967 -0.000254289 0.00215385 0.003281 0.010218 0.0243544 -0.00216892 0.0167407 -0.00201742 internal_weight=84473 60164 47381 28618 18763 12783 417 1371 12366 1865 17392 4345 1505 632 226 406 1278 11864 7153 1017 13047 11554 8746 2808 1758 211 79 1551 54 1493 internal_count=84473 60164 47381 28618 18763 12783 417 1371 12366 1865 17392 4345 1505 632 226 406 1278 11864 7153 1017 13047 11554 8746 2808 1758 211 79 1551 54 1493 is_linear=0 shrinkage=0.04 Tree=134 num_leaves=31 num_cat=0 split_feature=28 23 33 30 23 0 28 28 33 30 2 14 24 30 28 18 28 30 0 23 1 10 1 0 0 14 14 21 27 2 split_gain=92.1618 32.5708 37.3335 15.2082 12.5551 7.52868 6.71366 8.10956 6.22993 6.22418 12.739 10.2458 8.35122 6.02512 7.01201 5.99823 5.05093 6.18067 4.43652 4.17601 3.41333 3.40437 7.2289 4.56237 4.19776 7.60511 6.10003 4.34946 4.58829 3.9306 threshold=18912.854158012531 192.89400000000117 14538.352000000003 298.02129676399846 -713.79449999999986 3.5000000000000004 17717.389682645113 16240.175177681938 16100.034250000002 506.79399914501852 4.5000000000000009 0.19969739736768838 820.60649999999998 49.154644533130671 20615.11295294626 25504.737500000007 16240.175177681938 176.89329155162403 5.5000000000000009 -220.3200000000015 1.0000000180025095e-35 0.1294095225512602 1.5000000000000002 14.500000000000002 16.500000000000004 0.56191161272202661 0.41202506375868281 21817.55125 -270.86324999999937 3.5000000000000004 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 16 8 15 19 7 -5 -4 10 11 -9 20 14 -7 -2 -3 -18 -19 -6 -13 23 29 -15 26 -26 -25 28 -28 -23 right_child=4 2 3 6 5 13 -8 9 -10 -11 -12 12 -14 21 -16 -17 17 18 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31 leaf_value=-14.631017943896024 -3.3029630602438251 -30.034979569454919 -3.3712283825344831 -0.69717355710317519 0.86929141624619843 -2.4303718311903753 0.78576400642784083 21.167097110158938 0.93529265177532661 2.4296056862926982 0.86153935531857007 -1.6528524943928449 24.098539314036984 -0.074279618115941706 -0.13372694370592647 1.4591146292151844 -7.3747316394374174 6.6780756235178114 -0.73741869210409561 5.8248368342490338 5.1267498921692178 0.78252540407287596 -2.0691806174773402 0.20364518306652624 0.90444066841537241 -1.5554509372687277 -1.0777332362708696 1.4533512283412557 3.3610588637184016 -1.7710121743919913 leaf_weight=30772 3612 4254 1262 247 39 2273 1174 86 477 461 266 46 50 15631 4618 176 1836 26 2190 21 143 2517 3248 1932 2597 1674 102 1296 426 1021 leaf_count=30772 3612 4254 1262 247 39 2273 1174 86 477 461 266 46 50 15631 4618 176 1836 26 2190 21 143 2517 3248 1932 2597 1674 102 1296 426 1021 internal_value=-0.00173466 -0.00302333 -0.00130308 0.00176448 -0.000380061 -0.000157776 0.00378002 0.00576135 -0.00110178 0.00729277 0.0100102 0.0153231 0.0110628 -0.000180529 -0.00124859 -0.00257445 -0.00285866 -0.00184798 -0.000425994 0.014 0.00721693 6.12262e-05 -0.00072856 0.000287766 0.00106291 0.000205103 0.00203834 0.00369737 0.00675757 0.000522328 internal_weight=84473 43290 12518 4212 41183 37395 2473 1299 1739 1052 591 325 239 37335 6891 3788 8306 4052 2216 60 189 30444 6786 23658 8027 4271 3756 1824 528 3538 internal_count=84473 43290 12518 4212 41183 37395 2473 1299 1739 1052 591 325 239 37335 6891 3788 8306 4052 2216 60 189 30444 6786 23658 8027 4271 3756 1824 528 3538 is_linear=0 shrinkage=0.04 Tree=135 num_leaves=31 num_cat=0 split_feature=28 10 2 0 30 24 30 18 28 28 23 1 1 34 21 1 35 27 20 20 28 30 19 24 13 30 0 23 10 0 split_gain=92.6565 49.8225 18.1623 12.0179 10.9695 8.6207 14.0742 16.5778 8.72514 8.61647 7.40792 6.67479 6.30772 5.91092 6.0005 5.33608 4.86846 4.56924 4.7357 4.55529 4.27869 4.19557 4.08898 5.29532 4.45862 3.68778 3.457 3.45223 3.34329 9.69698 threshold=16487.916932758566 0.78656609248549303 4.5000000000000009 6.5000000000000009 323.68458316081779 -87.538749999999695 547.12667486166038 16136.294000000002 18347.287966098138 21512.492539524192 -23.843499999999036 2.5000000000000004 2.5000000000000004 26999.665000000005 16399.710000000003 1.0000000180025095e-35 18875.380509672625 177.04625000000127 21006.837500000005 22036.042500000007 24673.766717451519 479.12341686379733 16139.825000000003 2194.7960000000007 0.67167992559793654 17.602709384640061 19.500000000000004 511.4650000000002 -0.12940952255126037 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 19 8 7 12 -2 13 -6 25 16 -3 -15 -10 -7 18 -12 -4 26 -11 23 24 -8 -5 -13 -24 29 -21 right_child=1 9 4 11 10 6 22 -9 15 21 17 20 -14 14 -16 -17 -18 -19 -20 28 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-33.909642684514182 -2.6659141796568537 -11.548653028333037 -5.4691050063244271 -1.0897754170176626 -6.4613252345021612 25.540034831407404 12.494030405047768 1.5983303917399607 -1.5045056422838718 2.0360967460807964 -1.0810772740950645 -0.61747787217834726 2.334255630817677 2.4887549444142865 -3.2597391539503433 3.256401607163963 8.6083390472628967 0.70517387237973639 4.3496549431910712 -1.6527717361155876 1.3210517699972664 0.41691735011385234 3.9037607326668042 -0.56472712289270155 0.58882789212196907 0.084747447839021342 -5.1742027825652555 -0.20654130671412074 -3.4209568330730042 1.5039312312544826 leaf_weight=23976 758 8726 5258 1526 314 81 90 1107 36 50 61 7420 48 30 36 65 66 566 192 2148 499 108 68 153 76 25852 1215 1686 1192 1070 leaf_count=23976 758 8726 5258 1526 314 81 90 1107 36 50 61 7420 48 30 36 65 66 566 192 2148 499 108 68 153 76 25852 1215 1686 1192 1070 internal_value=-0.00171714 -0.000883152 -0.000404835 -1.82604e-05 -0.00186316 0.00199905 0.00290963 0.00616897 -0.00157858 -0.00363799 0.00186055 -0.000252192 0.0169231 -0.00380437 0.00812121 0.00946535 0.021034 0.00386325 0.00833201 -0.00229955 -0.00118853 0.00562025 0.000862517 0.00502821 0.0099759 6.01934e-05 -0.00139664 0.000104902 -0.00135147 -0.000681169 internal_weight=84473 60497 51547 40746 10801 4234 3375 1302 859 8950 1133 36512 195 8792 66 101 147 819 253 9668 9134 158 2073 319 166 27378 8635 1754 4410 3218 internal_count=84473 60497 51547 40746 10801 4234 3375 1302 859 8950 1133 36512 195 8792 66 101 147 819 253 9668 9134 158 2073 319 166 27378 8635 1754 4410 3218 is_linear=0 shrinkage=0.04 Tree=136 num_leaves=31 num_cat=0 split_feature=28 23 9 28 2 30 9 1 27 31 30 28 21 0 1 0 14 28 0 14 3 3 19 0 30 33 21 28 30 18 split_gain=90.9084 23.5501 21.7297 44.3075 9.79541 12.3663 13.1336 8.37274 7.92308 7.37249 6.8568 7.57915 6.37084 5.6071 6.46359 5.4008 5.76102 5.31211 5.26319 5.05522 4.84115 4.56593 6.27389 4.51835 7.09439 5.99245 4.4732 4.00833 3.69106 5.91965 threshold=17887.884427338144 -713.79449999999986 0.91597561503675362 16202.118246967237 4.5000000000000009 485.82691111126024 0.98296291314453421 1.0000000180025095e-35 536.75199999999961 23380.531471354174 49.154644533130671 20615.11295294626 15999.257500000002 18.500000000000004 1.0000000180025095e-35 14.500000000000002 0.64414586362404946 19829.453745913601 13.500000000000002 -0.074115882986646633 279.50000000000006 101.50000000000001 15811.937500000002 19.500000000000004 265.03672870732129 15317.765000000001 16038.126000000002 17201.219914136975 200.35630430952162 24565.348750000001 decision_type=2 2 2 2 2 2 2 2 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 9 -1 -4 5 6 7 -5 21 -2 11 -3 -11 15 17 16 -12 -15 26 23 -7 22 -9 -19 25 -25 -18 -22 -17 -30 right_child=1 10 3 4 -6 20 -8 8 -10 12 13 -13 -14 14 -16 28 18 19 -20 -21 27 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-13.837872201600437 -4.7737693898036468 -2.390686859885768 -22.038977942116659 0.51910499250337294 -1.0338305437677178 0.72323114640581798 33.233964098298372 9.44475959149392 0.43657290733054438 2.5575413856451257 -0.48410041991736563 -0.12179790473526876 0.80138623019107402 -2.8527288005320348 -1.9994379943428475 0.40646374427134457 4.2811072227349296 -0.028608275162279716 -2.8744482805138034 0.13105613403295011 16.995768812739822 7.0719256976833451 1.9873552419279596 2.7327005462190419 -0.64853128406560279 7.7119592251392293 0.58037858075794491 2.5612546683716619 1.9105945037834746 7.8904645175521591 leaf_weight=29095 5704 2925 4280 170 539 968 39 20 92 21 12504 4618 261 542 5246 6977 140 191 809 915 61 157 129 244 130 52 5728 81 1813 22 leaf_count=29095 5704 2925 4280 170 539 968 39 20 92 21 12504 4618 261 542 5246 6977 140 191 809 915 61 157 129 244 130 52 5728 81 1813 22 internal_value=-0.00170814 -0.000587364 -0.00324448 -0.00116034 0.00337589 0.00485265 0.00944316 0.00790141 0.0110754 -0.00293752 -0.000259101 -0.00135384 0.00337589 -2.52608e-05 -0.00101093 0.000232486 -0.000144102 0.000879459 0.000804552 0.00208355 0.00234234 0.0141699 0.00915436 0.00488168 0.00717371 0.0105946 0.00122154 0.00923944 0.0010522 0.0026485 internal_weight=84473 48842 35631 6536 2256 1717 607 568 398 5986 42856 7543 282 35313 7320 27993 19181 2074 6677 1532 1110 306 149 617 426 296 5868 142 8812 1835 internal_count=84473 48842 35631 6536 2256 1717 607 568 398 5986 42856 7543 282 35313 7320 27993 19181 2074 6677 1532 1110 306 149 617 426 296 5868 142 8812 1835 is_linear=0 shrinkage=0.04 Tree=137 num_leaves=31 num_cat=0 split_feature=28 10 2 30 28 0 30 9 16 23 1 28 14 20 30 27 30 28 23 1 20 15 0 27 23 0 30 15 24 35 split_gain=90.7415 43.0038 13.0811 11.9161 9.48435 9.36224 9.04908 9.38359 19.8054 8.53979 6.5557 4.95619 6.70538 4.78316 5.15845 4.71977 10.6088 7.03086 4.69802 4.64236 4.07282 4.06774 4.01824 3.72362 4.93834 5.84319 4.96104 6.15974 3.63448 3.5 threshold=16815.766769791775 0.78656609248549303 4.5000000000000009 323.68458316081779 21082.664207816735 6.5000000000000009 370.86425803107755 0.91597561503675362 15193.258750000003 -23.843499999999036 2.5000000000000004 16087.611729634733 0.011826144619637555 19153.303750000003 485.82691111126024 417.81775000000204 166.86479013739611 18577.082601147398 255.20750000000046 1.5000000000000002 21507.280000000002 15891.824500000002 19.500000000000004 65.482500000002815 434.41749999999962 14.500000000000002 110.65113420033664 20102.669250000003 -87.538749999999695 20761.067540922621 decision_type=2 2 2 2 2 2 2 2 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 5 20 -3 15 -1 -8 11 -5 -7 -9 -13 14 -10 16 17 -2 28 -19 -4 -17 -12 -22 25 -25 -27 29 -18 -28 right_child=1 4 3 9 -6 10 7 8 13 -11 22 12 -14 -15 -16 21 18 19 -20 -21 23 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-26.885926408230581 -0.62567258401904269 -10.589811657570795 -5.5732422103825723 -5.8440358819957803 1.1553790507129353 0.035405797887540565 -43.979704130597291 -9.5774152798528203 15.669219030167501 1.9840386068268188 -0.47035611179123155 0.091841516364190759 14.920352686329048 -2.0884824692455322 4.9356051950294377 4.6403147495337569 -3.0512082003574235 1.0624582565927565 2.938733006723723 4.6761157687796189 -1.9550922961019404 0.30778772591981601 -4.7973387861066872 -3.3984186134777308 -1.5358626115431684 -0.063234597624708788 3.1193686987400522 -0.88763520248534367 3.3372464575521192 5.0242229813358792 leaf_weight=24101 588 7632 3644 291 292 27258 1257 723 83 712 7887 319 72 21 64 54 23 45 627 26 3395 2153 1217 245 870 311 252 124 151 36 leaf_count=24101 588 7632 3644 291 292 27258 1257 723 83 712 7887 319 72 21 64 54 23 45 627 26 3395 2153 1217 245 870 311 252 124 151 36 internal_value=-0.00169299 -0.00080321 -0.000368592 -0.00167207 -0.00354064 -4.6867e-05 -0.00362463 -0.00135329 0.0010546 0.00246062 -0.000241132 -0.000876123 0.00275192 0.0138571 0.0164082 0.00187946 0.00364383 -0.000115327 0.00673658 0.0117746 -0.00213901 0.000712278 -0.00117048 -0.00142404 2.61144e-05 0.00199173 0.00380083 0.00667961 0.0125517 0.00988889 internal_weight=84473 57833 49909 9880 7924 40029 26640 2539 1282 1003 36362 1114 391 168 147 3667 1460 659 801 71 8877 2207 9104 5233 1838 968 723 412 174 288 internal_count=84473 57833 49909 9880 7924 40029 26640 2539 1282 1003 36362 1114 391 168 147 3667 1460 659 801 71 8877 2207 9104 5233 1838 968 723 412 174 288 is_linear=0 shrinkage=0.04 Tree=138 num_leaves=31 num_cat=0 split_feature=28 10 2 30 0 31 0 21 24 30 0 15 1 1 30 34 28 30 21 33 14 20 28 27 30 9 24 16 0 33 split_gain=90.9017 47.2411 14.914 12.358 10.0869 9.91375 8.48247 8.36757 6.37319 14.3003 13.8354 7.60161 5.96015 5.30681 5.13223 5.0654 4.70346 4.30223 5.05739 5.48909 4.97256 4.26699 4.08495 4.02639 4.01828 4.09792 4.64651 6.22827 3.8507 3.60856 threshold=16527.635493232698 0.78656609248549303 4.5000000000000009 323.68458316081779 6.5000000000000009 23380.531471354174 18.500000000000004 16525.213500000002 -87.538749999999695 547.12667486166038 5.5000000000000009 18614.143250000005 2.5000000000000004 1.0000000180025095e-35 485.82691111126024 22221.803500000005 21082.664207816735 370.86425803107755 16769.520500000002 15178.350000000002 -0.099822328936730861 21326.802000000003 16202.118246967237 299.54250000000144 166.86479013739611 -0.91597561503675329 621.58725000000152 19433.935000000001 19.500000000000004 16050.869500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 21 8 16 13 -7 11 10 15 -2 -6 29 -12 -10 -3 -1 -19 20 -20 -4 -22 -17 -23 26 27 -26 -14 -5 right_child=1 5 3 6 12 7 -8 -9 9 -11 14 -13 28 -15 -16 23 -18 18 19 -21 22 24 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-33.334327404730431 -1.452660614317473 -11.774817014410532 -5.8180301084653161 3.3185471470621977 0.026462156483188802 2.7659709409245741 -5.5556924128227694 0.25369865769399919 6.1469180865524402 0.31031761800469537 27.512085430652423 2.9330379407795504 -0.45601731909471666 1.2477390521087626 11.807873178619989 3.238610739044034 0.73853602205685176 -22.009678356735531 -3.4060819868649816 5.1981481671930787 3.4270361750509601 -1.9713373126164997 11.896271819657853 0.90406547420763317 4.4102676462669947 -0.52233045958721391 -0.4931755503157727 -1.8998319772446886 -4.6232274951619221 0.92133107535585057 leaf_weight=22263 776 8329 3853 131 27361 41 318 259 92 2053 45 53 7908 607 44 283 196 1308 548 33 99 4034 58 805 131 1366 133 64 1223 59 leaf_count=22263 776 8329 3853 131 27361 41 318 259 92 2053 45 53 7908 607 44 283 196 1308 548 33 99 4034 58 805 131 1366 133 64 1223 59 internal_value=-0.00167737 -0.000843296 -0.000378583 -0.00170756 -2.88374e-05 -0.00354674 0.00227803 0.0036 0.00183956 0.00262252 0.0059606 -0.00129795 -0.000241369 0.00448181 0.0211685 0.00481356 -0.00379824 -0.00374166 -0.00198632 0.000661246 -8.51073e-05 -0.00217138 0.00619108 0.00405147 -0.00147905 0.000155843 0.00417073 0.00810256 -0.00112627 0.0103158 internal_weight=84473 60164 51339 10696 40643 8825 1115 300 4151 3322 1269 829 36492 797 89 1180 8525 24309 2046 738 705 9581 157 1088 5728 1694 328 195 9131 190 internal_count=84473 60164 51339 10696 40643 8825 1115 300 4151 3322 1269 829 36492 797 89 1180 8525 24309 2046 738 705 9581 157 1088 5728 1694 328 195 9131 190 is_linear=0 shrinkage=0.04 Tree=139 num_leaves=31 num_cat=0 split_feature=28 10 2 30 0 31 24 30 18 34 23 21 1 1 1 20 15 15 0 18 1 1 0 14 34 14 3 28 27 23 split_gain=90.326 51.0188 16.9822 11.4456 11.4391 9.59796 9.08096 13.406 17.109 7.92834 7.71704 7.54912 5.57803 4.86275 4.71019 4.65654 4.14553 4.05377 4.00753 3.99648 3.76071 3.73756 3.52023 3.4748 3.45198 3.45191 3.88324 3.35989 3.20633 3.98228 threshold=16319.168230361292 0.78656609248549303 4.5000000000000009 323.68458316081779 6.5000000000000009 23380.531471354174 -87.538749999999695 547.12667486166038 16136.294000000002 25878.022500000003 -23.843499999999036 16525.213500000002 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 21507.280000000002 15891.824500000002 21779.480000000007 19.500000000000004 15769.66725 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 -0.18493013702746822 19764.112500000003 1.0000000180025095e-35 156.50000000000003 24522.192792716192 29.675000000002914 366.42000000000013 decision_type=2 2 2 2 2 2 2 2 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 15 6 17 9 8 14 -2 -5 -7 24 -11 19 -4 25 -3 27 20 -8 -12 -10 -21 -6 26 -9 -14 -17 -30 right_child=1 5 3 10 12 11 7 16 22 13 21 -13 18 -15 -16 28 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-34.70985374554521 -2.1705671809796399 -11.513135617937804 -5.6127845944879322 -5.8991634757681615 -2.2402964405773607 2.6553321032876305 28.433758065674173 3.7569515567953595 1.2264725237461671 -1.368413692578037 2.3154244061509197 0.24355071138630163 -0.57406636573640246 2.8772538212063519 3.0982902278663627 -1.9566625494876166 0.088975911736196317 0.7175069521092915 -4.4828608079314494 7.808502194509038 6.1667999197494172 1.1483984395727176 7.4044822429706283 5.8492715481801421 0.080515902266552558 13.921084258569609 -0.32886990431384683 1.2592781001476019 0.7701478082935449 -1.2797360364840251 leaf_weight=22644 858 9009 4640 319 1667 41 56 93 1117 34 219 259 7350 62 64 3348 1871 172 1231 24 35 652 30 71 25764 45 138 568 998 1094 leaf_count=22644 858 9009 4640 319 1667 41 56 93 1117 34 219 259 7350 62 64 3348 1871 172 1231 24 35 652 30 71 25764 45 138 568 998 1094 internal_value=-0.00166553 -0.00087396 -0.000384963 -0.00176043 -7.59626e-06 -0.00357389 0.00189595 0.00282844 0.00587831 -0.00156814 0.00194958 0.00346667 -0.000241663 0.00933333 0.01536 -0.00219841 0.000843967 -0.00380394 -0.00109695 0.0185806 0.0245714 0.00389897 0.00381168 0.0128421 4.35994e-05 0.00542029 0.00344589 -0.000766861 -0.00140441 -0.000175909 internal_weight=84473 61829 52348 11270 41078 9481 4498 3544 1397 954 1190 300 36580 96 250 10080 2147 9181 9149 186 91 871 1147 95 27431 276 231 7918 5440 2092 internal_count=84473 61829 52348 11270 41078 9481 4498 3544 1397 954 1190 300 36580 96 250 10080 2147 9181 9149 186 91 871 1147 95 27431 276 231 7918 5440 2092 is_linear=0 shrinkage=0.04 Tree=140 num_leaves=31 num_cat=0 split_feature=28 10 2 15 30 31 21 23 14 30 3 27 20 0 13 14 17 0 0 27 28 15 24 24 34 21 27 1 14 30 split_gain=89.0622 52.0123 17.0815 11.3095 10.7932 9.54362 7.54912 7.0461 6.04526 6.99108 6.52013 5.76417 4.82645 4.81452 5.16044 4.78226 8.75957 5.14871 4.21324 5.03596 4.12217 4.11019 4.06935 3.84343 4.63648 5.84703 3.80804 3.78671 4.72803 3.69515 threshold=16240.175177681938 0.78656609248549303 4.5000000000000009 16172.600000000002 323.68458316081779 23380.531471354174 16525.213500000002 -23.843499999999036 0.71952396275653763 50.302810731898866 352.50000000000006 -634.22799999999722 21326.802000000003 16.500000000000004 0.26037272046371446 -0.039769286347669845 15420.418500000002 5.5000000000000009 15.500000000000002 142.74374999999966 20615.11295294626 21638.008500000004 1723.3570000000002 -125.66750000000046 20481.644500000006 21583.024000000005 172.85924999999682 2.5000000000000004 -0.30982845708428081 166.86479013739611 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 15 12 21 -7 -6 9 20 13 -11 -4 14 -10 17 22 27 -16 -20 -5 -3 -17 -13 -25 -26 -9 28 -2 -14 right_child=1 5 4 8 7 6 -8 26 10 11 -12 23 29 -15 18 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-36.082936688982947 6.6707335583344767 -11.499817709598457 -5.8372798557753924 -2.288552527905237 -5.670960235626886 2.5491188191561127 0.23380868293078971 3.6808237239024328 1.7685844890539653 -1.317750237476522 -2.3331310023297318 -0.48193692763681817 -1.8949048339063492 -0.21701903742737635 0.058707992984375748 15.848866966182756 -0.93780156778854973 0.43090007730685431 8.7775144122009827 1.8748238640760051 -0.30585945862946501 0.63874755067228683 0.85749670619086005 -0.74589748202309902 0.78772184638507681 -0.18267008941412685 0.61299906920367275 1.3001034561676761 5.3670364955381604 0.045624791879202625 leaf_weight=21978 20 9234 4425 2237 320 41 259 263 3321 5436 1011 4940 4096 2578 3125 122 84 387 44 208 3306 221 28 2781 7806 3749 623 52 24 1754 leaf_count=21978 20 9234 4425 2237 320 41 259 263 3321 5436 1011 4940 4096 2578 3125 122 84 387 44 208 3306 221 28 2781 7806 3749 623 52 24 1754 internal_value=-0.00164422 -0.000873991 -0.000377703 2.03497e-06 -0.00174236 -0.00355715 0.00346667 0.00183748 -8.60352e-05 -0.000370849 0.000751627 -8.28757e-05 -0.00216253 0.00108409 0.00164945 0.00498187 0.00967521 0.00270807 0.000548415 0.00552381 -0.0016547 -0.00378001 0.0154667 0.000241543 0.000573102 0.000926005 0.00367494 0.011 0.0196364 -0.00140855 internal_weight=84473 62495 52740 41259 11481 9755 300 1206 40542 30255 10287 24712 10275 9276 6698 717 234 483 3377 252 5543 9455 150 19276 14336 11555 886 96 44 5850 internal_count=84473 62495 52740 41259 11481 9755 300 1206 40542 30255 10287 24712 10275 9276 6698 717 234 483 3377 252 5543 9455 150 19276 14336 11555 886 96 44 5850 is_linear=0 shrinkage=0.04 Tree=141 num_leaves=31 num_cat=0 split_feature=28 23 33 30 23 0 28 30 28 28 2 30 0 14 30 7 28 30 30 22 16 25 1 23 14 24 15 29 21 17 split_gain=87.7973 36.0342 35.201 18.0401 9.28443 11.0371 6.04283 6.2872 5.62839 8.39739 5.64614 8.83784 14.7227 7.39142 9.48464 5.22509 5.04692 4.85869 4.84048 4.74788 4.7003 4.55316 5.39292 4.1399 4.09453 4.46479 4.58792 3.79417 3.6757 3.6344 threshold=18989.589962288057 126.4999999999982 14422.689 166.86479013739611 -927.98375000000112 3.5000000000000004 16126.847103462742 200.35630430952162 16045.702458100843 17717.389682645113 4.5000000000000009 547.12667486166038 5.5000000000000009 -0.16799793862756093 258.5448062696351 1.0000000180025095e-35 19390.206085185499 348.04149266744224 26.486488835525197 14040.755500000001 22979.111500000003 -720.41000000000156 1.0000000180025095e-35 291.12449999999995 -0.36648370705903521 797.79600000000039 15692.999000000002 22236.709740174698 19608.756250000002 17104.555000000004 decision_type=2 2 2 2 2 2 2 2 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 19 16 -3 -8 -5 10 11 12 13 14 -10 -12 -6 -17 20 -2 -7 22 -15 -11 -9 -26 -27 -21 -14 -23 right_child=4 2 3 8 5 18 7 24 9 23 15 -13 28 21 -16 17 -18 -19 -20 27 -22 29 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-12.885145515158055 2.6571386553103111 -28.574123035919961 -3.6201704383428357 -5.15096893054245 1.6132979941844443 -1.4367126385076321 -5.769314503427025 -1.766680306492737 0.64729954579819804 3.1751916473010158 -0.52013665486751337 1.8477186059144388 30.335487251358217 -6.9482083422417018 7.350979777192431 1.3634695726035932 4.2108332932685997 3.0001849922046002 -0.011407057270708336 -5.3196037910862444 0.23115704941541976 2.0283218775272882 5.9366384656585733 0.3909103435417251 3.7472641676432161 8.0923978601902462 -0.81677964517631307 0.11753777043651686 6.5884034073467195 3.1508184830619848 leaf_weight=29537 22 4607 1179 478 39 2402 2435 1129 41 154 373 505 37 21 69 113 36 70 34502 2253 720 526 75 1629 216 67 648 543 21 26 leaf_count=29537 22 4607 1179 478 39 2402 2435 1129 41 154 373 505 37 21 69 113 36 70 34502 2253 720 526 75 1629 216 67 648 543 21 26 internal_value=-0.00163806 -0.00287615 -0.00123698 0.00134888 -0.00029489 -0.000129341 -0.00274753 -0.00170412 0.00259256 0.00312568 0.00499307 0.00641635 0.0089902 0.00750396 0.0170909 0.00161151 0.0152 0.00714754 -0.000159899 -0.00250958 -0.00166816 0.00587654 0.0139167 0.00115984 -7.76709e-05 0.00188614 0.000363635 -0.00265522 0.0284138 0.00447826 internal_weight=84473 43956 14419 5317 40517 37699 9102 4495 4138 3660 1877 1321 816 758 110 556 75 183 37624 2818 3122 648 96 1783 2060 931 715 2796 58 552 internal_count=84473 43956 14419 5317 40517 37699 9102 4495 4138 3660 1877 1321 816 758 110 556 75 183 37624 2818 3122 648 96 1783 2060 931 715 2796 58 552 is_linear=0 shrinkage=0.04 Tree=142 num_leaves=31 num_cat=0 split_feature=28 10 2 0 30 15 23 1 30 30 18 28 1 1 27 18 20 30 31 30 0 30 10 0 24 32 0 31 20 9 split_gain=88.8881 49.6003 13.4272 9.90977 9.22387 8.15225 6.84529 5.37825 5.28697 12.5197 14.5876 9.77069 7.2681 4.96807 5.36648 5.02673 4.62664 4.55287 6.16828 4.2941 3.79357 3.72269 3.75667 8.58291 6.88892 5.70637 3.60615 3.57781 5.53344 3.46669 threshold=16404.784767783753 0.78656609248549303 4.5000000000000009 6.5000000000000009 323.68458316081779 21364.408750000002 -23.843499999999036 2.5000000000000004 134.68884295200994 547.12667486166038 16136.294000000002 17887.884427338144 1.5000000000000002 1.5000000000000002 448.13124999999678 15495.999000000002 21326.802000000003 366.63986074815097 18932.001515625005 420.38056660334263 19.500000000000004 166.86479013739611 0.25881904510252057 15.500000000000002 621.58725000000152 1993.9622210720772 5.5000000000000009 23380.531471354174 17224.997500000001 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=17 2 3 8 16 27 -6 -5 11 10 13 -2 -13 15 -15 -10 -4 -1 29 -7 -9 -18 23 -23 25 -25 -12 -3 -29 -19 right_child=1 5 4 7 6 19 -8 20 9 -11 26 12 -14 14 -16 -17 21 18 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-32.270282174737076 -1.8928387792003931 -10.976568013998392 -5.021836836334141 0.030833016975768547 -5.4126123483529298 2.3418147532022822 1.512011402167857 -0.39858775914938632 28.034030963963666 0.31233879914518237 1.0761957296638875 0.43708148254001689 3.276328247927458 7.1169434966003067 -0.26557969506773271 6.4719963568774075 -1.7409024639181676 -15.234374662901791 5.07072730369394 0.22607828219540299 -4.2555366858711796 -0.68607370916386379 -5.7229296562904004 4.7811795859375152 -0.43641292145279459 2.3975244300002823 7.0785571384623056 2.2192689565630048 -1.9515511553027083 0.90159178557062092 leaf_weight=21357 686 8568 4087 27407 316 26 852 7916 31 2106 1169 93 53 65 53 72 4066 1381 109 418 1231 924 345 132 144 180 30 53 140 463 leaf_count=21357 686 8568 4087 27407 316 26 852 7916 31 2106 1169 93 53 65 53 72 4066 1381 109 418 1231 924 345 132 144 180 30 53 140 463 internal_value=-0.00161675 -0.000815723 -0.000336273 -2.15191e-06 -0.00157378 -0.003522 0.00178767 -0.000217104 0.00180083 0.00247759 0.00538028 -0.00106731 0.00832877 0.0148235 0.00922034 0.0212427 -0.00197125 -0.00371858 -0.00186994 0.00176576 -0.00105696 -0.001244 0.000313043 0.00124638 0.00573684 0.00907692 0.0036397 -0.00378998 0.00159585 -0.00241649 internal_weight=84473 61163 51958 40912 11046 9205 1168 36554 4358 3526 1420 832 146 221 118 103 9878 23310 1953 444 9147 5791 1725 1380 456 312 1199 8761 193 1844 internal_count=84473 61163 51958 40912 11046 9205 1168 36554 4358 3526 1420 832 146 221 118 103 9878 23310 1953 444 9147 5791 1725 1380 456 312 1199 8761 193 1844 is_linear=0 shrinkage=0.04 Tree=143 num_leaves=31 num_cat=0 split_feature=28 10 2 0 30 29 30 15 23 1 28 25 30 28 30 0 1 0 0 14 1 34 24 30 0 29 14 9 23 14 split_gain=88.7005 52.4489 15.2895 10.7842 8.46252 8.05796 15.0238 7.61583 6.2435 4.90609 4.83716 7.45855 4.51495 9.98262 7.59332 14.5157 7.2681 4.36716 4.64286 4.18973 4.17209 4.69379 4.11833 4.02973 3.76929 4.36425 3.65865 3.52098 4.07352 7.10402 threshold=16240.175177681938 0.78656609248549303 4.5000000000000009 6.5000000000000009 323.68458316081779 16217.153950342685 534.66535094519145 21364.408750000002 -23.843499999999036 2.5000000000000004 19027.71006384405 -3767.2394999999992 134.68884295200994 17887.884427338144 485.82691111126024 5.5000000000000009 1.5000000000000002 17.500000000000004 14.500000000000002 -0.013976481981245173 1.0000000180025095e-35 21879.028500000004 1336.2904999999994 121.6177089026784 12.500000000000002 22509.408540981727 0.11478523713130605 -0.91597561503675329 551.09000000000026 -0.099822328936730861 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 10 6 -2 -3 -6 -5 23 -12 13 -7 15 20 -15 18 22 -19 -14 -22 -13 -4 25 -11 -8 28 29 -25 right_child=1 7 4 9 8 12 26 -9 -10 24 11 17 14 16 -16 -17 -18 19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31 leaf_value=-32.657083404263552 14.60475010048202 -9.8986690727612654 -5.7992123358347598 0.02712969479774395 -5.145158555036244 -1.9815175797983307 0.70855277633897074 0.64525581250770037 1.4283050873846523 -0.42249972683393083 1.9436821132728646 -1.979273701945955 -0.61543953842064225 0.41959822323835511 0.1771083197382225 13.899353870018873 3.1452751180103311 1.2091622060594605 1.4744316448021817 -3.7744342942033162 2.6227909137036374 1.4486262641663024 0.84079971489528127 -0.17338144369185571 -1.0611969056045236 1.0470164210288455 12.231431304723781 -2.3245694910032642 -3.2716338841425223 6.1955855378607705 leaf_weight=21978 138 9311 3803 27461 320 776 389 444 886 2870 26 954 274 93 1842 36 53 26 737 1071 53 910 420 256 5528 760 76 2640 192 150 leaf_count=21978 138 9311 3803 27461 320 776 389 444 886 2870 26 954 274 93 1842 36 53 26 737 1071 53 910 420 256 5528 760 76 2640 192 150 internal_value=-0.00160681 -0.000838148 -0.000339781 1.94857e-05 -0.00163087 0.00183621 0.00614925 -0.00353255 0.00153897 -0.000210711 -0.00200292 -0.000722326 0.00119197 -0.00126681 0.00191974 0.00429536 0.00832877 -0.000895263 0.00016864 -0.00294257 0.00356669 0.00480581 -0.00120524 -0.00259111 -0.00101245 -1.10202e-05 0.00270968 -0.00155405 0.00121739 0.00348768 internal_weight=84473 62495 52740 41259 11481 4640 603 9755 1206 36619 10275 3234 4037 922 3115 1273 146 3208 2111 1097 1237 963 1374 7041 9158 3630 465 3238 598 406 internal_count=84473 62495 52740 41259 11481 4640 603 9755 1206 36619 10275 3234 4037 922 3115 1273 146 3208 2111 1097 1237 963 1374 7041 9158 3630 465 3238 598 406 is_linear=0 shrinkage=0.04 Tree=144 num_leaves=31 num_cat=0 split_feature=28 10 9 28 2 30 31 9 1 34 21 27 23 30 28 21 28 3 31 0 16 30 13 25 0 21 14 0 32 24 split_gain=86.8281 33.4239 18.4811 38.181 14.9655 12.502 9.9732 9.36562 9.70609 8.8082 7.92725 6.21041 6.02137 6.33009 6.20567 6.05936 5.8246 4.87721 4.60379 4.47846 6.85222 4.24431 4.18194 4.1744 4.13206 4.11749 3.84732 4.75049 5.39728 4.64794 threshold=17124.610530359405 0.78656609248549303 0.91597561503675362 15963.070109537932 4.5000000000000009 534.66535094519145 22749.580729166668 0.98296291314453421 1.0000000180025095e-35 20494.820000000003 16525.213500000002 536.75199999999961 -233.77375000000026 94.950705173536093 20512.406723452277 21583.024000000005 21991.402350082379 279.50000000000006 23582.875872395838 3.5000000000000004 17534.285000000003 77.661233978236609 0.42179998225932674 3293.5790000000011 19.500000000000004 17684.035000000003 -0.16799793862756093 18.500000000000004 2061.4637964159533 340.01699999999988 decision_type=2 2 2 2 2 2 2 2 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 9 -1 23 5 7 -3 8 -5 21 -8 -10 16 14 18 19 -11 22 -14 20 -15 -2 -7 -4 -23 -24 -21 28 29 -28 right_child=1 6 3 4 -6 17 10 -9 11 12 -12 -13 13 15 -16 -17 -18 -19 -20 26 -22 24 25 -25 -26 -27 27 -29 -30 -31 leaf_value=-17.731507156544055 -3.2972355522130274 -7.6353930134089687 -23.374729514420597 -0.098571886389434371 -1.7745792914896528 -0.55286005335094557 2.6987571186365189 28.880552144692743 6.5533746190225441 -1.9260940894623275 0.26782231545793245 1.5264971325311449 -1.5410798790735449 -0.42519820427532345 0.019243917512419571 -0.14926740316491821 0.26395066438994008 12.902116966071079 2.6652998459432133 0.18774155267516054 4.2351281811417447 -0.30241525803075719 5.8962692727789072 7.6201680524676911 -6.890322909187006 2.4834391769363942 4.3847783061623709 -2.0313867569076089 0.90567776478367112 1.9885998649960244 leaf_weight=23773 2138 6532 3904 125 480 345 41 37 278 5031 383 59 3610 22 8564 7799 2902 49 33 5494 23 4427 62 43 1281 149 212 586 5422 669 leaf_count=23773 2138 6532 3904 125 480 345 41 37 278 5031 383 59 3610 22 8564 7799 2902 49 33 5494 23 4427 62 43 1281 149 212 586 5422 669 internal_value=-0.00158929 -0.000654644 -0.0033489 -0.00126632 0.0039798 0.00654348 -0.00324669 0.0112305 0.00967965 -0.000280672 0.00269811 0.0132107 -4.23127e-05 0.000199296 -0.00052003 0.00063341 -0.00103013 0.00267768 -0.00190283 0.00118185 0.0137778 -0.00150701 0.00161151 -0.00337168 -0.000937632 0.00604739 0.00113607 0.00176571 0.00208599 0.00498978 internal_weight=84473 55169 29304 5531 1584 1104 6956 499 462 48213 424 337 40367 32434 12207 20227 7933 605 3643 12428 45 7846 556 3947 5708 211 12383 6889 6303 881 internal_count=84473 55169 29304 5531 1584 1104 6956 499 462 48213 424 337 40367 32434 12207 20227 7933 605 3643 12428 45 7846 556 3947 5708 211 12383 6889 6303 881 is_linear=0 shrinkage=0.04 Tree=145 num_leaves=31 num_cat=0 split_feature=28 10 2 31 30 0 21 23 15 29 30 24 30 31 32 1 14 1 20 14 21 33 23 25 28 30 0 1 17 30 split_gain=87.3169 47.6813 13.367 10.3618 8.86621 8.33708 7.92725 6.01187 4.94343 4.93464 10.0601 6.86353 4.90402 7.14059 4.91835 4.83497 4.15263 5.76471 4.13981 4.12128 4.04721 4.52704 3.97698 10.0995 3.69711 4.53754 7.50705 7.18011 4.7402 5.16477 threshold=16319.168230361292 0.78656609248549303 4.5000000000000009 22749.580729166668 323.68458316081779 6.5000000000000009 16525.213500000002 -28.457499999998614 21364.408750000002 16372.792507935063 492.80080014037742 776.70049999999912 366.63986074815097 19108.453968750004 2421.1458832642788 2.5000000000000004 -0.031174269516803289 1.5000000000000002 22036.042500000007 -0.21862536810265826 16889.360000000004 14059.345000000003 474.97400000000022 -2721.2300000000009 16852.128118263947 547.12667486166038 5.5000000000000009 1.0000000180025095e-35 18518.532500000005 134.68884295200994 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 5 8 18 9 -5 -6 -3 10 11 19 -1 20 -15 -7 -12 -18 -4 -2 -14 -22 23 -9 -11 26 27 -26 29 -29 right_child=1 3 4 6 7 15 -8 22 -10 24 16 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-31.435850747510063 6.5113790191658838 -10.500476098035657 -3.7795643030597148 2.5908068338910617 -4.8720538004154159 0.032018573048242203 0.25710942283961108 6.4417433282907792 0.44150469432145484 -2.0346375154568506 0.094066599724427449 25.173257635598052 -18.403643809407839 8.5822018536972866 1.0148299007260055 -0.63469660488811919 12.690049482966643 0.07373619293597472 -0.69821490297070365 2.8477093955580801 -5.5574393206435335 4.8436803376678901 0.85196949450713289 2.8685867559097575 -1.9658645744810985 0.0071351891440519658 8.1457249006695314 -0.50239883619921988 2.0627916886226956 1.5401651982131968 leaf_weight=20822 22 8744 5630 41 318 27431 383 41 313 476 418 31 1243 20 41 9149 68 68 4450 90 300 218 710 121 401 1622 65 317 136 784 leaf_count=20822 22 8744 5630 41 318 27431 383 41 313 476 418 31 1243 20 41 9149 68 68 4450 90 300 218 710 121 401 1622 65 317 136 784 internal_value=-0.00158171 -0.000803443 -0.000330711 -0.00341356 -0.00155102 4.08883e-06 0.00269811 0.00171428 -0.00369968 0.00162917 0.0047231 0.0141818 -0.00370677 -0.0017168 0.0117377 -0.000195736 0.00228159 0.00835294 -0.00193651 0.00957143 -0.00218285 0.000787644 0.00343119 0.00908642 0.00106182 0.00153383 0.00297592 0.00244689 0.00395473 0.00308447 internal_weight=84473 61829 52348 9481 11270 41078 424 1190 9057 4498 697 143 22644 1822 61 36580 554 136 10080 112 1761 518 872 162 3801 3325 1703 1638 1237 1101 internal_count=84473 61829 52348 9481 11270 41078 424 1190 9057 4498 697 143 22644 1822 61 36580 554 136 10080 112 1761 518 872 162 3801 3325 1703 1638 1237 1101 is_linear=0 shrinkage=0.04 Tree=146 num_leaves=31 num_cat=0 split_feature=28 10 2 31 0 30 10 10 23 21 25 7 9 28 2 21 15 24 30 0 28 34 22 1 28 30 28 24 30 1 split_gain=86.8776 47.5971 13.1964 9.69038 7.8981 7.87996 11.0538 8.55372 9.88669 6.34373 6.13242 5.35798 5.20886 16.2169 9.59349 6.22165 4.89933 4.72681 10.2831 12.4783 9.1515 7.2451 7.23657 6.97677 4.7214 6.11966 4.54237 4.48336 4.44062 4.34923 threshold=16319.168230361292 0.78656609248549303 4.5000000000000009 22749.580729166668 6.5000000000000009 166.86479013739611 0.37940952255126048 -0.60355339059327384 474.97400000000022 16525.213500000002 -2416.6387499999978 1.0000000180025095e-35 0.91597561503675362 16005.178574206699 4.5000000000000009 17513.536250000001 21364.408750000002 -105.67399999999905 547.12667486166038 5.5000000000000009 17802.98248435817 22221.803500000005 20061.260000000006 1.0000000180025095e-35 23156.028576928195 31.400212505669156 19027.71006384405 -546.59875 351.79914036483859 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=12 2 4 16 17 26 7 -7 10 -5 -9 -10 -1 -14 15 -15 -3 20 19 21 -2 29 -21 -22 25 -6 -4 -27 -13 -19 right_child=1 3 5 9 24 6 -8 8 11 -11 -12 28 13 14 -16 -17 -18 18 -20 22 23 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-33.091758837369937 -2.1782372570468724 -10.080457054114165 -4.5060837467766355 2.4871745605354469 -1.258448003502566 -0.95946162335662555 -7.9364702051346852 5.0719305804552635 -0.95896404853718897 0.2468250459259877 2.8798006798907823 -0.030897469820882734 -19.780572040355054 8.2761855544340932 -4.4545461606133179 2.2191222240860711 0.42384450654860134 -4.1840698887051797 0.3073055633408166 21.581601632584533 -1.2804937658124056 1.0977179338516532 2.850701013598909 2.192169823893543 0.40110553406746063 -1.1977670427721612 -0.63582069604473224 -0.02006268512631796 1.89625375581762 4.2958793882407793 leaf_weight=18197 764 8744 4638 41 2849 1238 1184 240 624 383 493 247 3991 166 159 131 313 21 2147 60 60 1193 34 106 7543 3036 2375 23152 231 113 leaf_count=18197 764 8744 4638 41 2849 1238 1184 240 624 383 493 247 3991 166 159 131 313 21 2147 60 60 1193 34 106 7543 3036 2375 23152 231 113 internal_value=-0.0015694 -0.000793092 -0.000320777 -0.00340091 1.18789e-05 -0.00153328 -0.000175712 0.00108949 0.00282289 0.00250943 0.00642292 0.000428311 -0.0036891 -0.00246189 0.00468421 0.00892929 -0.0036776 0.0015936 0.0022556 0.00489514 -0.000946238 0.00389751 0.0189787 0.00756626 -0.000182614 -0.000414231 -0.00235734 -0.000222698 0.00361506 0.0127164 internal_weight=84473 61829 52348 9481 41078 11270 4257 3073 1835 424 733 1102 22644 4447 456 297 9057 4498 3568 1421 930 1327 94 166 36580 29037 7013 26188 478 134 internal_count=84473 61829 52348 9481 41078 11270 4257 3073 1835 424 733 1102 22644 4447 456 297 9057 4498 3568 1421 930 1327 94 166 36580 29037 7013 26188 478 134 is_linear=0 shrinkage=0.04 Tree=147 num_leaves=31 num_cat=0 split_feature=28 23 33 30 19 23 0 33 30 9 29 14 34 28 30 28 1 1 30 14 24 15 25 29 28 23 0 36 24 16 split_gain=86.5328 35.4043 32.1697 19.7562 9.89001 7.4444 8.80821 6.44507 6.188 15.4908 10.5803 15.5941 8.50656 5.04859 5.24715 4.94593 4.70733 4.69996 4.5161 4.5109 4.52271 4.41613 4.14665 4.0838 4.04646 5.96488 4.73938 4.84632 6.62069 3.88865 threshold=18989.589962288057 84.758749999999068 14177.822500000002 250.60493373101357 18248.528750000001 -927.98375000000112 3.5000000000000004 16114.164500000001 472.39746119713465 0.98296291314453421 15598.643485539111 -0.16799793862756093 19164.746000000003 16087.611729634733 198.24590076939623 15528.768834958275 1.0000000180025095e-35 1.0000000180025095e-35 26.486488835525197 -0.27694043983797384 738.00100000000032 16293.598750000003 -720.41000000000156 21984.998207997491 17627.962341629853 -589.67700000000139 3.5000000000000004 3243.8025759686652 -1201.8117499999987 22979.111500000003 decision_type=2 2 2 2 2 2 2 2 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 13 7 8 23 -7 -4 9 10 -5 21 -10 -3 -15 -11 -13 -6 29 -16 -21 -12 -18 -2 -1 -26 27 28 -27 -8 right_child=5 2 3 4 17 6 18 -9 12 15 11 16 -14 14 19 -17 22 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-16.322096123041284 -4.6711835845141669 -26.265836612250833 -3.0606384056296752 -5.1085215429981012 3.4714646960365592 2.5067911736619899 -1.2945572849277895 1.0302138342015916 13.096836068020647 10.30279988027756 8.0182569642976347 -2.3387383764631169 1.3197146883017985 -5.5154347091952625 -1.716828700618857 24.136344110858332 4.5468947436471137 0.083280273217194181 0.002442861443770854 4.6702028695504678 0.42746703215914444 5.8293733970883244 2.5723213815676944 0.14488004859160464 -12.385024248551748 -2.0493976047638376 -2.9565398422279894 -0.71479064577306406 1.9666815377768883 0.20149753798272779 leaf_weight=22555 2109 4556 2519 167 624 75 2402 555 34 27 59 92 595 2358 1039 43 62 1834 34502 170 503 23 291 709 3217 58 2356 103 116 720 leaf_count=22555 2109 4556 2519 167 624 75 2402 555 34 27 59 92 595 2358 1039 43 62 1834 34502 170 503 23 291 709 3217 58 2356 103 116 720 internal_value=-0.00157603 -0.00280517 -0.00127092 0.000759566 0.0026684 -0.000242566 -9.43271e-05 -0.00163175 0.00536109 0.0077801 0.00597118 0.00875142 0.00242289 -0.002901 -0.00187715 0.0257143 0.00579775 0.00114239 -0.000121625 -0.00019159 0.00235958 0.0247805 0.00789802 -0.00222569 -0.00364513 -0.00270769 -0.00129586 0.00365343 0.00772414 -0.00157848 internal_weight=84473 43956 15551 6925 3851 40517 37699 3074 1393 764 694 527 629 8626 4070 70 445 2458 37624 1712 673 82 353 2818 28405 5850 2633 277 174 3122 internal_count=84473 43956 15551 6925 3851 40517 37699 3074 1393 764 694 527 629 8626 4070 70 445 2458 37624 1712 673 82 353 2818 28405 5850 2633 277 174 3122 is_linear=0 shrinkage=0.04 Tree=148 num_leaves=31 num_cat=0 split_feature=28 10 2 28 31 9 28 2 19 30 9 0 14 28 7 15 14 30 9 23 20 31 24 25 34 32 1 0 0 13 split_gain=86.322 44.7164 11.1972 8.50392 8.02547 7.10718 18.9219 14.9202 8.21813 12.1776 10.4972 6.46968 5.17733 4.96555 4.67699 6.09536 4.64341 4.51458 6.73113 5.20491 6.12717 4.14378 5.40315 3.75299 3.71194 4.46686 4.21866 3.66165 3.52442 3.86081 threshold=16449.242336158106 0.78656609248549303 3.5000000000000004 20547.318719188897 18278.689786458337 0.91597561503675362 15411.036088599043 4.5000000000000009 16907.517500000005 534.66535094519145 0.98296291314453421 6.5000000000000009 -0.49812626372919411 16005.178574206699 1.0000000180025095e-35 16985.443000000003 0.45847758937963173 140.39343239875549 -0.91597561503675329 594.58750000000157 20719.510000000006 22749.580729166668 -1165.1500000000012 3293.5790000000011 24335.520000000004 1993.9622210720772 2.5000000000000004 19.500000000000004 14.500000000000002 0.22700754078277605 decision_type=2 2 2 2 2 2 2 2 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 11 21 17 -1 -7 8 13 10 12 -2 -10 23 -6 -16 -17 -4 19 20 -19 -3 -23 -8 26 -26 28 -28 29 -13 right_child=1 3 4 -5 14 6 7 -9 9 -11 -12 24 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-27.701219503353787 0.91222288880440605 -9.4463665531981214 -4.0021755650241566 0.45649135267988927 -0.5382224454786867 -40.18159796939451 -4.5132072754118733 -7.0455191780207551 9.0444784845501829 1.8572509736708973 23.150746611127428 0.18609562398644791 3.1186433290209914 6.4288065933552039 2.8083434748436757 -0.55413350478615475 0.97173997388704625 -1.3256166117337767 -2.4463150970075911 -1.9439724456189702 4.206962582481828 -0.27677152861080584 2.4377660146746067 8.1101710497086188 4.8682300718106175 0.5477751191294663 -0.38116094082857599 -6.8603098008578627 0.43343111252682043 -0.94966842572652643 leaf_weight=19027 3324 8243 4184 562 8685 3183 354 541 22 144 41 4894 72 228 102 1518 1520 171 2522 212 303 244 24 31 23 4329 5383 830 8706 5051 leaf_count=19027 3324 8243 4184 562 8685 3183 354 541 22 144 41 4894 72 228 102 1518 1520 171 2522 212 303 244 24 31 23 4329 5383 830 8706 5051 internal_value=-0.00156325 -0.00076607 -0.000311997 -0.00335633 -0.00107759 -0.00361426 -0.00220624 0.00161061 0.00478924 0.0104803 0.0191111 0.000140134 0.0117447 0.00219902 -0.000431291 0.000891719 0.000568794 -0.00211147 -0.000982545 0.00253061 0.00486076 -0.00367101 0.00122388 -0.00057143 -5.01105e-05 0.00102757 -0.00023874 -0.00114148 6.19796e-05 -0.00045249 internal_weight=84473 60830 51757 9073 19217 23643 4616 1433 892 279 135 32540 94 613 11825 3140 3038 7392 3208 686 474 8511 268 385 29216 4352 24864 6213 18651 9945 internal_count=84473 60830 51757 9073 19217 23643 4616 1433 892 279 135 32540 94 613 11825 3140 3038 7392 3208 686 474 8511 268 385 29216 4352 24864 6213 18651 9945 is_linear=0 shrinkage=0.04 Tree=149 num_leaves=31 num_cat=0 split_feature=28 10 2 15 28 30 0 10 23 24 14 21 0 19 18 7 30 28 30 0 14 14 18 1 30 30 1 1 27 31 split_gain=86.8008 49.2956 13.4682 8.90032 8.30156 8.28096 10.3988 9.22143 8.40249 5.45401 5.77032 8.55053 5.88784 5.77578 5.4678 4.90134 4.86142 4.49074 4.39371 4.06985 8.17511 5.54296 4.4471 7.64658 5.5696 4.18418 4.15525 4.53152 3.95477 3.87382 threshold=16164.757385388108 0.78656609248549303 4.5000000000000009 16013.954500000002 20547.318719188897 121.6177089026784 18.500000000000004 -0.60355339059327384 322.82549999999907 -505.03600000000091 -0.36648370705903521 21583.024000000005 19.500000000000004 25505.970000000005 21151.563000000006 1.0000000180025095e-35 74.412059402897725 19027.71006384405 236.99294085646883 17.500000000000004 0.31595530242620651 0.080547328232315238 16249.233000000002 1.5000000000000002 651.90431132161746 236.99294085646883 1.0000000180025095e-35 2.5000000000000004 526.26749999999913 22749.580729166668 decision_type=2 2 2 2 2 2 2 2 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 28 29 17 7 -7 18 -5 16 12 13 19 -13 -10 -11 -4 -9 21 26 -12 23 24 25 -23 -21 -28 -2 -3 right_child=1 4 5 9 -6 6 -8 8 15 10 11 14 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-29.38168252089562 5.203134754683723 -9.5582340867039868 -4.9474354769686046 -0.89214206073362878 0.4382316985726476 -0.91387898551332003 -4.5540536796907318 2.2455492550321647 -0.55097034705142278 -0.91703895020730619 0.053789822215298301 -0.85765090761041973 -2.6700345054590371 12.088485952811112 0.25312190430955378 1.1675886653517333 -0.013921731488058054 -0.67227700849053096 5.0939696930744844 1.1769648563726964 -3.2048074068696444 2.349488224623371 0.95125514816313361 0.93509199796222486 1.7029932377896699 7.7082146967862766 7.1753423137651478 0.73188348135424808 2.0254971478545234 0.27999984660951899 leaf_weight=21312 265 9188 3911 5105 562 2032 1747 550 908 4099 3226 5069 815 21 8205 524 8837 1787 228 132 164 82 3829 547 214 222 213 93 318 268 leaf_count=21312 265 9188 3911 5105 562 2032 1747 550 908 4099 3226 5069 815 21 8205 524 8837 1787 228 132 164 82 3829 547 214 222 213 93 318 268 internal_value=-0.00155614 -0.000811324 -0.00032614 1.19635e-05 -0.00338511 -0.00152546 -0.000486894 0.000582743 0.00237104 -5.80344e-05 0.000116528 0.000498948 0.00141117 0.00171428 -0.000157904 0.000553072 -0.000558443 -0.00261706 0.00571722 0.00166384 0.00483721 0.00142857 0.00227707 0.00456338 0.00804633 0.0115263 0.0076895 0.0102484 0.00491938 -0.00366582 internal_weight=84473 63161 53143 41456 10018 11687 5989 4242 2210 40873 35768 22832 9558 8743 13274 1432 12936 5698 778 8722 602 8120 4894 1065 518 304 438 306 583 9456 internal_count=84473 63161 53143 41456 10018 11687 5989 4242 2210 40873 35768 22832 9558 8743 13274 1432 12936 5698 778 8722 602 8120 4894 1065 518 304 438 306 583 9456 is_linear=0 shrinkage=0.04 Tree=150 num_leaves=31 num_cat=0 split_feature=28 10 2 15 28 30 10 10 23 15 21 24 14 21 0 18 25 7 19 30 21 0 29 0 23 0 30 30 31 25 split_gain=85.8471 50.0205 14.1338 12.7727 8.21696 8.20115 9.1663 6.56703 6.24644 6.30105 5.75639 5.39855 5.16606 7.60688 5.24303 5.16282 4.98509 4.94324 4.83238 4.56496 4.56377 4.32484 4.25611 4.14836 4.13019 4.03655 5.91826 4.03712 3.81853 5.15157 threshold=16045.702458100843 0.78656609248549303 4.5000000000000009 15929.981500000002 20547.318719188897 116.69458341576747 0.37940952255126048 -0.60355339059327384 348.98749999999933 19950.900500000003 17245.678000000004 -505.03600000000091 -0.36648370705903521 21583.024000000005 19.500000000000004 20853.695000000003 3478.6800000000007 1.0000000180025095e-35 25505.970000000005 49.154644533130671 17475.561500000003 4.5000000000000009 19005.487125794429 11.500000000000002 366.42000000000013 5.5000000000000009 200.35630430952162 485.82691111126024 22749.580729166668 829.34249999999986 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 3 20 28 22 7 -7 9 10 -9 -5 19 14 18 -15 -1 -10 -14 -13 21 -2 -4 -17 -23 26 -21 -28 -3 -30 right_child=1 4 5 11 -6 6 -8 8 17 -11 -12 12 13 15 -16 23 -18 -19 -20 25 -22 24 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-32.669565428800951 -3.1986113438001742 -9.4007080260780196 -4.4435982058906953 -0.87048654206724752 0.42070243062976548 -0.97675547113376127 -7.7792648141920555 0.8135306318169615 -0.67413305788428346 -1.1683253466700956 3.7644479364845602 -1.0360035279608812 0.92802830604239295 -0.85893905888760846 -2.5707479868260714 1.1379190117632563 8.6671170318753568 1.0324756958762689 11.604946514698618 -0.92277615460315721 2.2727833827840414 8.3511981144751974 -0.54642837495868424 0.025891619443120538 5.6356262566470141 -0.14804933222843894 6.6671517844914296 2.9445471953347111 -1.3629814354069105 2.2363019834979712 leaf_weight=20269 29 9585 4088 5158 562 2199 1463 298 1073 225 568 2579 8820 4714 818 1282 44 554 21 43 406 40 1547 7292 148 10336 20 24 199 69 leaf_count=20269 29 9585 4088 5158 562 2199 1463 298 1073 225 568 2579 8820 4714 818 1282 44 554 21 43 406 40 1547 7292 148 10336 20 24 199 69 internal_value=-0.00154667 -0.000829178 -0.000337521 1.0543e-05 -0.0033663 -0.0015464 -0.000564264 0.000262761 0.00157763 0.00391934 0.00546882 -7.56085e-05 9.80268e-05 0.00045897 0.00131318 -0.000161952 -0.00381293 7.37458e-06 0.00159665 -0.000538995 0.00569502 0.0103779 -0.00265839 0.000422672 0.0125957 -0.000166172 0.00841379 0.0187273 -0.00363463 0.00107463 internal_weight=84473 64160 53745 41730 10415 12015 6380 4917 2718 1091 866 41107 35949 22947 9659 13288 20313 1627 8841 13002 623 217 5635 8574 188 10423 87 44 9853 268 internal_count=84473 64160 53745 41730 10415 12015 6380 4917 2718 1091 866 41107 35949 22947 9659 13288 20313 1627 8841 13002 623 217 5635 8574 188 10423 87 44 9853 268 is_linear=0 shrinkage=0.04 Tree=151 num_leaves=31 num_cat=0 split_feature=28 23 33 30 23 19 28 15 30 9 28 14 0 24 30 28 33 1 28 23 28 30 22 29 3 27 34 1 13 10 split_gain=86.1145 31.8238 30.2497 21.3144 9.45612 8.51474 7.93448 8.42296 7.7947 18.5302 8.1817 8.94886 6.29908 5.20957 4.78241 4.56548 4.5497 4.49892 4.05443 7.12335 3.94799 4.28764 3.80939 3.69437 3.64125 3.27849 3.27114 5.67482 6.95175 3.16494 threshold=18670.14370670083 84.758749999999068 14059.345000000003 253.19305877407245 -927.98375000000112 18478.327000000005 16966.138295572731 15032.632000000001 534.66535094519145 0.98296291314453421 15844.024268004518 -0.18493013702746822 3.5000000000000004 -1354.2139999999997 32.613747279488017 22753.044317171043 15553.908250000002 1.0000000180025095e-35 17162.107960079811 -589.67700000000139 16045.702458100843 182.3310804235025 19698.957000000006 21984.998207997491 207.50000000000003 49.817500000002845 24245.912500000002 1.5000000000000002 0.75580964594513067 0.1294095225512602 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 20 16 23 6 7 -5 9 10 -9 24 13 -6 15 -14 -4 -7 -1 -20 -3 -22 -17 -2 -12 -19 -21 -28 -29 -16 right_child=4 2 3 5 12 17 -8 8 -10 -11 11 -13 14 -15 29 22 -18 25 19 26 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-19.765611386055099 -4.4088591187534636 -24.103074751860632 -3.746056644994511 -4.2359624448505757 0.46245532069243228 2.8737515978278503 1.019022882845658 -1.843511246895827 2.3692151221851478 22.493289085210492 9.7485435656878767 3.9359868551473625 -1.17426758315144 2.2742162659859138 0.11183007660089908 3.7798404796332479 0.31739200497101216 3.18594187675563 -11.730376587862644 -2.6633512064951863 -5.7493821796744973 -0.370198634949571 0.096166947003333739 0.090436234893396514 4.7570415137486366 -0.3224762875242525 -1.2925148857961839 0.81130473605461595 2.2500941016459626 -0.50186871578113157 leaf_weight=20170 2621 4251 2345 182 69 500 653 100 304 68 38 264 3121 60 27525 48 860 134 3799 2290 1831 1463 1040 709 34 1405 302 245 54 7988 leaf_count=20170 2621 4251 2345 182 69 500 653 100 304 68 38 264 3121 60 27525 48 860 134 3799 2290 1831 1463 1040 709 34 1405 302 245 54 7988 internal_value=-0.00153152 -0.00283755 -0.00132262 0.000594162 -0.000282625 0.00267029 0.00481315 0.00707071 0.00882178 0.011873 0.00884404 0.0118333 -0.000111516 0.00871318 -0.000140175 -0.00141506 -0.00179095 0.000943599 -0.00365153 -0.00279821 -0.00307223 -0.00203279 0.000816176 -0.00233033 0.0243333 -0.000127356 -0.00130197 0.00132446 0.00523077 1.09246e-05 internal_weight=84473 41292 14432 6887 43181 3682 1643 990 808 504 436 336 39851 129 39722 4209 3205 2039 26860 6690 7545 3294 1088 3330 72 1539 2891 601 299 35513 internal_count=84473 41292 14432 6887 43181 3682 1643 990 808 504 436 336 39851 129 39722 4209 3205 2039 26860 6690 7545 3294 1088 3330 72 1539 2891 601 299 35513 is_linear=0 shrinkage=0.04 Tree=152 num_leaves=31 num_cat=0 split_feature=21 24 28 34 0 24 28 2 29 30 0 28 30 28 28 30 30 9 1 13 0 3 21 16 13 24 10 30 27 31 split_gain=85.1313 23.1607 21.4341 14.0465 6.5284 6.24244 9.9364 12.1319 7.34143 5.96326 6.54083 5.41287 4.98068 9.26019 7.13143 7.26866 6.63619 13.963 10.3417 5.68645 5.40582 6.65541 5.03122 4.83575 4.8341 4.74778 4.68413 4.59105 4.46208 3.61203 threshold=17008.950500000003 -1236.4760000000003 19768.950573568833 20564.672000000002 3.5000000000000004 9.0000000000000018 15925.703460017006 4.5000000000000009 16217.153950342685 113.10621794994823 19.500000000000004 15295.175242260191 92.61574251484285 20512.406723452277 17717.389682645113 298.02129676399846 485.82691111126024 0.98296291314453421 1.0000000180025095e-35 -0.97876850416056738 6.5000000000000009 80.500000000000014 19252.395000000004 22780.315000000002 0.95998215779580554 1132.8459999999998 -0.60355339059327384 253.19305877407245 441.50249999999966 21252.039125000003 decision_type=2 2 2 2 2 2 2 2 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 23 5 9 -4 -1 -7 8 27 -3 11 -11 13 -5 15 29 17 19 -19 -17 21 -21 -15 -2 -13 26 -26 -8 -23 -14 right_child=1 3 4 12 -6 6 7 -9 -10 10 -12 24 14 22 -16 16 -18 18 -20 20 -22 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-17.765404892253589 -5.7380248167493413 -3.0100355064840763 2.7815974628988744 -1.6764520717824545 0.66834487469040649 -22.132417321536117 0.96297721129922753 -3.1322517780464212 0.45836000982523517 -46.578449139275506 -9.120912764783375 -0.016340386777668463 -0.45483721364613589 1.5370249703108794 0.066335579031082392 3.0318545782736561 0.85684382187462105 22.323572772388388 3.9069001175935658 -0.28031951494448742 0.13561152436154245 5.902696323908649 -0.034170833435722262 -0.054536044468589839 -4.173659542759121 0.3761247759497901 4.8684492629910583 7.8744040223848453 2.2345431726875322 1.5743663799147956 leaf_weight=20099 4878 4347 48 4208 952 4217 75 2148 567 553 1472 4370 1089 271 23218 29 531 59 34 72 279 103 9392 787 30 123 77 199 42 204 leaf_count=20099 4878 4347 48 4208 952 4217 75 2148 567 553 1472 4370 1089 271 23218 29 531 59 34 72 279 103 9392 787 30 123 77 199 42 204 internal_value=-0.001523 -0.000621565 -0.00331178 -0.000349525 0.00244 -0.00352243 -0.00251235 -0.000748077 0.00332461 -0.00161575 -0.000860378 -0.000188629 1.92159e-06 -0.000608753 0.000332033 0.00238821 0.00470322 0.00752103 0.0218065 0.00499048 0.00398387 0.00871889 7.32682e-05 -0.00304678 0.000260869 0.00591304 0.0120748 0.00870073 0.0136552 0.000331012 internal_weight=84473 56168 28305 50503 1000 27305 7206 2989 841 10972 6625 5153 39531 13871 25660 2442 1149 618 93 525 496 217 9663 5665 4600 230 107 274 145 1293 internal_count=84473 56168 28305 50503 1000 27305 7206 2989 841 10972 6625 5153 39531 13871 25660 2442 1149 618 93 525 496 217 9663 5665 4600 230 107 274 145 1293 is_linear=0 shrinkage=0.04 Tree=153 num_leaves=31 num_cat=0 split_feature=28 10 2 15 30 10 28 10 23 16 1 25 7 14 32 21 0 0 28 29 30 28 31 21 30 28 36 23 3 13 split_gain=85.5137 49.3455 13.1246 10.908 7.93572 9.03905 7.83574 5.57865 6.33596 5.84228 5.16968 4.44403 4.26288 4.25897 4.69785 4.1866 5.51671 4.16297 4.07235 4.03044 3.97264 6.52065 4.60766 3.84108 3.73998 9.59716 3.70408 3.6056 3.54859 3.35517 threshold=16005.178574206699 0.78656609248549303 4.5000000000000009 15929.981500000002 116.69458341576747 0.37940952255126048 20378.147100621853 -0.60355339059327384 331.30249999999984 20102.708750000002 2.5000000000000004 3478.6800000000007 1.0000000180025095e-35 -0.3744658827978154 2208.9622400145004 17475.561500000003 4.5000000000000009 19.500000000000004 16240.175177681938 18973.063579185142 93.866775182706434 20788.317298939455 23582.875872395838 18986.055000000004 47.0182400597973 17393.697293452915 3137.9215343209889 -1118.7214999999985 320.50000000000006 0.3744682635859638 decision_type=2 2 2 2 2 2 2 2 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 15 19 7 24 -6 9 13 20 -1 -10 -9 28 16 -2 -12 -18 -4 21 22 -5 -22 25 -3 -27 -8 -15 -23 right_child=1 6 4 10 5 -7 27 8 12 -11 17 -13 -14 14 -16 -17 18 -19 -20 -21 23 29 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-31.301460370190895 -3.4696263313306583 -3.6684713759671088 -4.1420716008846705 -1.161996212967112 -0.82783967034956196 -7.2233633766899379 0.066922047393372999 0.19569167405346771 -0.60639873806416356 -1.5594768930543694 -0.25312426033409752 6.9433084105042244 1.0278458383538229 4.4170534146432505 2.6183582368406686 2.0155693450770347 7.7245464628355487 -3.789326449074681 2.3880694672351646 -0.56740221583991113 1.219476327602123 0.57525164220085034 1.8491521533857165 0.18520678890745962 -8.2674054131613648 2.7763363553043563 1.9300136460174266 1.1526488559257788 -0.15715112228752967 -0.22990932636326902 leaf_weight=19943 43 112 4104 4361 2208 1469 635 205 1126 202 9187 37 563 351 262 424 118 1242 96 1585 3458 3117 28 16485 9718 25 24 38 52 3255 leaf_count=19943 43 112 4104 4361 2208 1469 635 205 1126 202 9187 37 563 351 262 424 118 1242 96 1585 3458 3117 28 16485 9718 25 24 38 52 3255 internal_value=-0.00150926 -0.000800894 -0.000311527 2.44885e-05 -0.00147011 -0.000508233 -0.0033025 0.000306701 0.00150525 0.00391045 -5.864e-05 -0.0037958 -2.13153e-05 0.00533333 0.00688722 0.00504552 0.00907393 -0.000828077 0.0117009 -0.00255862 0.000202709 -0.000416691 -0.0016031 0.000536929 -0.003587 0.00245963 0.0172245 0.000873699 0.00959801 0.000400501 internal_weight=84473 64493 53941 41814 12127 6438 10552 4969 2761 1072 41133 19980 1689 870 665 681 257 10429 214 5689 30704 10761 4389 19943 9879 161 49 673 403 6372 internal_count=84473 64493 53941 41814 12127 6438 10552 4969 2761 1072 41133 19980 1689 870 665 681 257 10429 214 5689 30704 10761 4389 19943 9879 161 49 673 403 6372 is_linear=0 shrinkage=0.04 Tree=154 num_leaves=31 num_cat=0 split_feature=28 23 33 30 19 23 30 9 28 14 0 28 28 1 28 23 1 33 30 15 28 30 28 30 23 11 3 34 23 28 split_gain=85.8684 31.0617 28.666 18.3065 8.47812 7.923 7.69741 21.1315 7.43792 16.4002 5.7917 6.69394 5.6006 5.27578 5.24449 8.75503 4.54905 4.35254 4.25762 4.34691 4.19886 4.22746 3.86752 4.34328 3.86245 3.89797 3.51391 5.24289 3.43514 3.9282 threshold=18757.008287931047 84.758749999999068 14108.718000000003 253.19305877407245 18248.528750000001 -1118.7214999999985 499.11774944669639 0.98296291314453421 15687.510993849219 -0.39036009226888674 3.5000000000000004 19390.206085185499 15333.315708035167 1.0000000180025095e-35 16966.138295572731 -589.67700000000139 1.0000000180025095e-35 15932.559500000001 32.613747279488017 20639.272000000004 16045.702458100843 206.70434867867857 21512.492539524192 479.12341686379733 511.4650000000002 -0.8783796973249266 101.50000000000001 20536.234000000004 -233.77375000000026 21991.402350082379 decision_type=2 2 2 2 2 2 2 2 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 20 17 6 22 7 8 -5 -10 11 -7 -9 -11 -1 -16 -6 -4 19 -12 -3 -22 -2 -24 25 -18 27 -15 29 -20 right_child=5 2 3 4 16 10 -8 12 9 13 18 -13 -14 26 15 -17 24 -19 28 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-20.875458491945846 -3.1077603155320834 -21.140542269391602 -2.8042171521935639 -6.8192625122223385 2.8041652850854444 0.45029969803343384 1.290654876232961 5.0457545468708878 7.8247344260569394 -2.9034076609377757 -1.9213063250363285 3.3449719949164973 22.3706776633015 5.5074189968852698 -10.981030798130147 -1.0308820110466774 -0.27281494586126748 0.63005980103769799 -1.4136216905628636 -0.16392220972341462 -4.9876305191484924 -0.12154399126040448 1.6517298288344029 -0.24946014842624728 -0.54777130260639229 3.6683194057146156 4.7615301253888935 0.25319903328713567 0.11695581309321075 0.33422370739619389 leaf_weight=19162 2268 4341 2481 130 576 106 619 20 57 108 1459 54 64 45 4506 3582 164 635 4946 2713 2119 1425 76 201 1371 169 213 171 28067 2625 leaf_count=19162 2268 4341 2481 130 576 106 619 20 57 108 1459 54 64 45 4506 3582 164 635 4946 2713 2119 1425 76 201 1371 169 213 171 28067 2625 internal_value=-0.00149979 -0.00278355 -0.00130215 0.000596218 0.00249582 -0.00023286 0.0049138 0.00748515 0.00528177 0.00717845 -9.50723e-05 0.0075 0.0264762 0.00501303 -0.00358312 -0.00272898 0.000982455 -0.00166367 -0.000125598 -0.00133461 -0.00294483 -0.00192325 -0.00239686 0.00206498 -5.6339e-05 0.00380781 0.00700233 0.00340741 1.59371e-05 -0.000740194 internal_weight=84473 41958 14708 6823 3707 42515 1427 808 724 594 39970 160 84 537 27250 8088 2280 3116 39810 4172 7885 3544 2545 277 1704 333 429 216 35638 7571 internal_count=84473 41958 14708 6823 3707 42515 1427 808 724 594 39970 160 84 537 27250 8088 2280 3116 39810 4172 7885 3544 2545 277 1704 333 429 216 35638 7571 is_linear=0 shrinkage=0.04 Tree=155 num_leaves=31 num_cat=0 split_feature=28 24 34 0 28 29 20 30 24 14 14 30 17 10 23 21 0 13 21 36 9 28 1 2 30 28 30 11 30 0 split_gain=85.3188 47.6008 13.4862 9.2648 7.97359 7.20531 5.61366 7.67737 5.3992 5.89203 5.22799 5.16485 10.7099 10.4744 5.15305 5.1831 4.63167 4.41633 4.19561 5.02035 4.14883 10.4442 15.7173 10.3901 10.8706 3.95691 3.90168 4.17184 3.87122 6.70815 threshold=16005.178574206699 -1278.1592500000004 20494.820000000003 6.5000000000000009 19557.836313089425 16097.271108229166 18802.302250000004 534.66535094519145 1723.3570000000002 -0.77243990499604276 -0.32613736746952143 91.279762508069311 18518.532500000005 0.60355339059327384 -111.41149999999833 21539.901500000004 9.5000000000000018 -0.97876850416056738 16399.710000000003 3251.6480180143194 0.98296291314453421 15295.175242260191 1.0000000180025095e-35 4.5000000000000009 611.6675602009542 23639.606257191048 485.82691111126024 -0.8783796973249266 81.756621987701905 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=20 4 3 8 -2 6 7 10 9 -3 -4 12 -7 -14 26 -16 -6 -12 -15 -20 -1 -22 23 24 -23 -17 27 -13 -5 -30 right_child=1 2 5 28 16 11 -8 -9 -10 -11 17 14 13 18 15 25 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-30.98097453578238 -10.189441806010906 -2.3973286089485266 9.3640339319110382 -3.2126779669692525 2.028308495267952 -2.9731519882643331 -0.24286352084548193 1.6604023039319122 -0.55694841913074344 7.8958017508996994 13.790398230597752 -4.0884788732505646 -0.14204270921561668 2.0073083254803685 0.58417147333303865 -0.55748321253070343 -0.80431785365700093 3.5375801123668174 2.133983233207069 -0.10880548782158178 -33.530164515143582 20.353460126849818 -4.4006377819735212 -10.889102201468049 18.504419403696946 0.91755462927489717 -2.9883944927750679 0.081266057267705791 -0.62799366523194478 -9.5738717030618101 leaf_weight=18786 8018 71 48 3098 86 2630 304 231 235 226 30 1032 12377 26 12609 5457 1763 111 110 76 879 58 193 31 33 1793 860 5729 5348 2225 leaf_count=18786 8018 71 48 3098 86 2630 304 231 235 226 30 1032 12377 26 12609 5457 1763 111 110 76 879 58 193 31 33 1793 860 5729 5348 2225 internal_value=-0.00148985 -0.000782287 -0.000320434 -0.0015578 -0.00333921 -1.19848e-06 0.0039558 0.00695238 0.00359398 0.00717845 0.0129312 -6.8293e-05 -0.00065944 -0.000174439 0.000259097 0.000598418 -0.000971337 0.00904964 0.00864151 0.00653763 -0.00377377 -0.00148744 0.0047619 0.016 0.0228132 -0.000253794 -0.000625116 -0.000302323 -0.00181464 -0.00132735 internal_weight=84473 64493 54626 11203 9867 43423 724 420 532 297 189 42699 15219 12589 27480 19859 1849 141 212 186 19980 1194 315 122 91 7250 7621 6761 10671 7573 internal_count=84473 64493 54626 11203 9867 43423 724 420 532 297 189 42699 15219 12589 27480 19859 1849 141 212 186 19980 1194 315 122 91 7250 7621 6761 10671 7573 is_linear=0 shrinkage=0.04 Tree=156 num_leaves=31 num_cat=0 split_feature=28 24 23 33 30 2 30 9 34 14 33 28 0 28 36 28 30 1 3 14 30 15 23 28 10 30 0 28 27 30 split_gain=84.9786 29.3368 20.0603 25.8592 14.2011 8.28602 16.8833 16.5961 7.79226 7.56824 11.3258 6.43212 6.10281 11.3626 7.20313 5.54438 5.02613 4.66361 4.6479 3.70034 3.67106 4.17347 3.96411 4.29247 4.12879 3.44262 4.95 3.91849 3.39121 3.36034 threshold=17124.610530359405 -1278.1592500000004 204.21549999999937 14216.515000000001 295.02951886111089 4.5000000000000009 499.11774944669639 0.98296291314453421 20494.820000000003 -0.15101602693478741 14903.740000000003 19524.404585156619 3.5000000000000004 17802.98248435817 3243.8025759686652 19098.659764133641 999.71168524896132 1.5000000000000002 281.50000000000006 0.64414586362404946 32.613747279488017 20639.272000000004 -233.77375000000026 21991.402350082379 -0.9159756150367534 77.661233978236609 19.500000000000004 19829.453745913601 24.804499999998374 313.7494631404245 decision_type=2 2 2 2 2 2 2 2 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 11 -1 16 -5 6 7 9 25 10 -6 -2 13 -10 17 -16 -4 -15 -8 -13 21 -14 23 -22 -25 -3 -27 -28 -7 -21 right_child=1 8 3 4 5 28 18 -9 12 -11 -12 19 20 14 15 -17 -18 -19 -20 29 22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-15.716076600904669 -7.8199392228309152 -2.599006416391521 -7.2745173482444763 -1.1490826685191957 -0.77087784480110966 4.8164091711208652 0.71794263496220412 21.345557768653432 -0.020251035484190348 3.2301380532785853 6.914200329348561 -3.5875577708835484 -1.8758975933776441 0.75432633582246389 -0.18186932361996708 3.0231633705941943 6.136352127700972 2.7850746921985547 12.134481610144231 2.5330411543093825 -1.4909063460071292 -0.14100084332285609 0.16212547985109016 3.0233710278656738 0.0060647625708110551 -0.17227427449347141 -9.834804172385283 2.1574101254582589 -1.1596248682413917 -0.079977627758011802 leaf_weight=22180 4890 2138 4942 1011 30 25 385 68 325 243 67 693 1239 36 68 22 61 62 34 93 4607 2711 28672 256 2280 4407 1442 134 258 1094 leaf_count=22180 4890 2138 4942 1011 30 25 385 68 325 243 67 693 1239 36 68 22 61 62 34 93 4607 2711 28672 256 2280 4407 1442 134 258 1094 internal_value=-0.00148938 -0.000564738 -0.00323014 -0.00138349 0.00231777 0.00544144 0.00746312 0.0132549 -0.000219758 0.00964706 0.0190928 -0.00303102 8.14245e-06 0.00434308 0.0121702 0.004 -0.00295263 0.0196735 0.00182339 -0.00104255 -4.77817e-05 -0.00120506 7.98539e-05 -0.000763266 0.000558359 -0.00135008 -0.000857765 -0.00278173 -0.000466432 0.000313394 internal_weight=84473 55169 29304 7124 2121 1110 827 408 48399 340 97 6770 40278 513 188 90 5003 98 419 1880 39765 3950 35815 7143 2536 8121 5983 1576 283 1187 internal_count=84473 55169 29304 7124 2121 1110 827 408 48399 340 97 6770 40278 513 188 90 5003 98 419 1880 39765 3950 35815 7143 2536 8121 5983 1576 283 1187 is_linear=0 shrinkage=0.04 Tree=157 num_leaves=31 num_cat=0 split_feature=28 24 9 28 2 34 30 9 1 28 28 14 36 14 14 30 0 0 19 30 28 23 21 34 34 24 10 28 10 14 split_gain=84.8828 37.7301 11.3592 27.0135 21.1366 9.0697 7.2444 24.7092 8.62758 6.93867 6.4782 7.93846 5.2248 4.77868 6.0307 4.4213 6.63451 4.36837 5.09221 4.27112 4.96081 4.31684 5.72533 4.57805 4.51137 4.06462 4.02739 3.97094 3.30272 4.07656 threshold=16566.737742101523 -1278.1592500000004 0.91597561503675362 15411.036088599043 4.5000000000000009 20494.820000000003 514.39566459086393 0.98296291314453421 1.0000000180025095e-35 19390.206085185499 15844.024268004518 -0.16799793862756093 2706.3783744560255 1.0000000180025095e-35 0.81800285027139286 81.756621987701905 19.500000000000004 9.5000000000000018 18915.707750000005 49.154644533130671 20615.11295294626 -111.41149999999833 21539.901500000004 24416.021500000006 21596.301500000005 908.26249999999902 0.37940952255126048 19829.453745913601 -0.60355339059327384 -0.3744658827978154 decision_type=2 2 2 2 2 2 2 2 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 9 -1 -4 6 15 7 8 -5 -2 -10 -12 -13 -8 -15 -3 28 18 -11 20 -7 23 24 26 25 -23 -21 -18 -17 -30 right_child=1 5 3 4 -6 19 13 -9 10 17 11 12 -14 14 -16 16 27 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-19.108040375477721 -8.7015011166527287 -2.651788203797242 -31.215565851642495 -4.406376050410719 -4.5453259562662822 -1.5118783578935417 0.68089078203332776 22.607880854443419 1.2337423630561892 3.2254094733497194 6.5457930489059439 -0.10115141051228105 5.7406121837674338 17.107948294026375 -7.6657529366259993 -1.6193437706749152 -9.7126813291943481 -0.91896235440260021 0.19913038293415203 -0.16203050528316726 -0.041128484123449244 0.55114153459476745 -0.17692748093310914 0.63817103872797265 0.78206108269722829 -0.78754771333012141 -2.0009401350042548 2.0711137923791423 -0.27559076191219495 2.0529047679621208 leaf_weight=19867 6236 2693 3183 155 589 2606 373 60 126 37 91 67 71 38 22 2286 1761 1955 72 5236 4624 3817 9474 1942 9047 2529 2614 124 1796 982 leaf_count=19867 6236 2693 3183 155 589 2606 373 60 126 37 91 67 71 38 22 2286 1761 1955 72 5236 4624 3817 9474 1942 9047 2529 2614 124 1796 982 internal_value=-0.00147233 -0.000658589 -0.0034481 -0.00169634 0.00255779 -0.000255459 0.00608973 0.00905263 0.00619608 -0.00316145 0.0096338 0.0136419 0.0075942 0.00218938 0.0126667 -0.00136154 -0.000828322 -0.00115116 0.0066422 -8.60368e-07 -0.000885202 0.000183617 0.000463746 -0.000527779 0.000939907 0.000122281 -0.000957963 -0.00285411 -7.42506e-05 0.000852411 internal_weight=84473 59831 24642 4775 1592 51531 1003 570 510 8300 355 229 138 433 60 9642 6949 2064 109 41889 7230 34659 24867 9792 15393 6346 7850 1885 5064 2778 internal_count=84473 59831 24642 4775 1592 51531 1003 570 510 8300 355 229 138 433 60 9642 6949 2064 109 41889 7230 34659 24867 9792 15393 6346 7850 1885 5064 2778 is_linear=0 shrinkage=0.04 Tree=158 num_leaves=31 num_cat=0 split_feature=28 10 30 28 34 0 1 24 28 28 21 10 14 0 28 14 19 31 34 15 24 1 30 28 17 10 28 28 9 28 split_gain=85.0656 47.7094 11.1924 16.9034 10.3706 9.91968 14.4473 8.96802 6.80151 7.34107 5.76342 7.05394 7.5276 7.11902 6.05945 5.48677 6.90524 5.29358 5.07827 4.87875 4.70082 6.25004 6.04156 5.25912 4.18122 5.62805 5.51791 4.01836 3.92371 9.50824 threshold=15963.070109537932 0.78656609248549303 91.279762508069311 20512.406723452277 24335.520000000004 19.500000000000004 1.0000000180025095e-35 -1097.3209999999979 23494.815715923618 23978.514684770798 21403.518000000004 -0.60355339059327384 -0.6905596507703472 5.5000000000000009 18263.59444859147 -0.14250536273956091 21364.515000000003 19560.451895833339 23295.442500000001 21364.408750000002 1068.5074999999999 1.0000000180025095e-35 232.17804441721577 17008.187519171075 18154.753500000003 0.60355339059327384 19488.847939490683 22502.237759698481 0.98296291314453421 15295.175242260191 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 3 24 -3 10 15 19 -8 -10 11 14 13 -13 -4 16 -7 20 -17 -6 22 23 -14 -22 -2 -26 -27 -20 -1 -30 right_child=1 4 5 -5 7 6 8 -9 9 -11 -12 12 17 -15 -16 18 -18 -19 27 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-29.821859999370041 -4.1109262799627215 -9.5680624750086469 -2.784505592574801 0.017740642091564129 -1.4492592919944729 1.9247167165726518 -3.300800392674744 2.406584045919153 2.4118269048936329 -1.9867810915808439 -0.23061044245391535 5.037571927835379 1.4360566339317111 -0.4523327680597079 0.327962472585766 -2.2308059657739583 7.0686109991896435 0.41387314749787663 3.106738407483344 0.89358525192202953 10.994438667936741 0.23863862802510738 4.1112747199207469 2.5486714833937989 -1.2434885831944213 0.25947368424895317 3.6036640364800054 0.46588025890988077 -30.632984012075585 8.5990086857820778 leaf_weight=18465 3818 8742 1874 9759 1540 473 4317 60 144 125 9493 56 1932 3070 6021 484 54 3771 91 340 69 1889 1067 430 4668 181 34 324 879 303 leaf_count=18465 3818 8742 1874 9759 1540 473 4317 60 144 125 9493 56 1932 3070 6021 484 54 3771 91 340 69 1889 1067 430 4668 181 34 324 879 303 internal_value=-0.00145812 -0.000759326 -0.000277335 -0.00107692 -0.0032024 0.000136307 -0.00134531 -0.000556702 -0.00243873 0.00373234 0.000436505 0.00081887 0.00141843 -0.000276393 -0.000113997 0.00217111 0.00541176 0.00199694 0.000271412 -0.00104255 0.00280156 0.00147739 0.00385595 0.00545892 -0.00235881 -0.00158345 0.00474419 0.00351807 -0.00376383 -0.00152961 internal_weight=84473 64826 54144 18460 10682 35684 6012 1940 4586 269 29672 20179 12284 3126 7895 1426 527 9158 899 1880 5387 2388 2999 499 8701 4883 215 415 19647 1182 internal_count=84473 64826 54144 18460 10682 35684 6012 1940 4586 269 29672 20179 12284 3126 7895 1426 527 9158 899 1880 5387 2388 2999 499 8701 4883 215 415 19647 1182 is_linear=0 shrinkage=0.04 Tree=159 num_leaves=31 num_cat=0 split_feature=28 24 23 33 30 2 30 9 28 14 2 28 0 30 34 22 24 0 22 25 28 36 30 14 24 28 1 21 22 1 split_gain=83.2625 32.9828 15.3727 19.622 13.8261 9.59368 9.08673 20.1765 8.49972 13.7382 8.07346 7.00472 6.70685 6.9485 5.65357 6.85673 4.60911 4.16218 4.67667 4.02054 4.00567 3.98184 3.79647 3.72629 3.6 3.47282 3.49325 3.46391 3.25502 3.1919 threshold=16774.535920318976 -1278.1592500000004 216.78875000000065 14059.345000000003 253.19305877407245 4.5000000000000009 499.11774944669639 0.98296291314453421 15687.510993849219 -0.42179730054635828 3.5000000000000004 19421.760309143268 18.500000000000004 103.9148100720884 24416.021500000006 18238.087500000005 -505.03600000000091 2.5000000000000004 16775.377500000006 -161.91949999999994 20476.597578587021 2762.9257350389094 405.8782314498589 0.64414586362404946 701.28249999999946 15411.036088599043 1.0000000180025095e-35 19252.395000000004 23423.050500000001 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 -1 22 -5 6 7 8 -6 -10 14 -2 13 20 16 17 -3 18 -16 24 -12 28 -4 -13 -11 -24 -27 -22 -17 -18 right_child=1 10 3 4 5 -7 -8 -9 9 19 12 23 -14 -15 15 21 29 -19 -20 -21 27 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=-18.645987275789526 -7.7367977465040676 -1.269977319423746 -11.592864945355993 -3.1537650100290904 -4.3245054900218749 -1.2775600274288523 1.8137488464162408 19.382154223776844 7.5416868921359415 1.8769049583425041 -1.7964273289373913 -3.3943053082676533 -2.6949967485686805 0.17915778074717584 1.6631390802046782 4.6162469912019839 0.19636953114734482 1.67507804152604 2.5654742783294884 2.4890719727688762 1.3517013691283704 0.27464905325486688 -17.186665462385424 0.10233904923193446 10.03724712372213 12.521557778337495 0.430202817903027 -0.28787142196896898 7.3374494440858715 -0.35835572902796797 leaf_weight=20303 5717 2883 3548 748 104 344 326 75 43 63 3942 765 4063 7926 48 102 18175 697 29 149 154 4100 266 1247 35 67 236 2197 24 6097 leaf_count=20303 5717 2883 3548 748 104 344 326 75 43 63 3942 765 4063 7926 48 102 18175 697 29 149 154 4100 266 1247 35 67 236 2197 24 6097 internal_value=-0.00145907 -0.000614518 -0.00332642 -0.0015483 0.00182936 0.00460404 0.00701887 0.0105842 0.00696447 0.0104828 -0.000241649 -0.00304774 -0.000912811 -0.000503271 0.000139946 0.001376 -8.7646e-05 0.00483721 0.0136623 0.0068502 -0.00149563 0.000742072 -0.00309643 -0.00101789 0.0131429 -6.32698e-05 0.00286469 -0.000188857 0.00774603 9.19569e-05 internal_weight=84473 58166 26307 6004 1887 1139 795 469 394 290 50437 7729 18282 14219 32155 5000 27155 774 77 247 6293 4226 4117 2012 98 569 303 2351 126 24272 internal_count=84473 58166 26307 6004 1887 1139 795 469 394 290 50437 7729 18282 14219 32155 5000 27155 774 77 247 6293 4226 4117 2012 98 569 303 2351 126 24272 is_linear=0 shrinkage=0.04 Tree=160 num_leaves=31 num_cat=0 split_feature=28 10 30 28 34 0 1 24 28 28 10 21 10 14 0 28 14 19 34 27 36 28 30 15 1 27 28 23 32 2 split_gain=83.7578 46.1531 11.2749 16.3346 11.0408 9.47749 14.0073 7.9797 6.70706 7.34107 6.66706 5.5152 6.67958 6.59751 6.33202 5.63092 5.32593 6.98281 5.07827 5.01314 4.91971 7.45304 4.43179 4.42575 4.03853 3.8686 3.76162 5.04211 3.74095 3.72081 threshold=15925.703460017006 0.78656609248549303 91.279762508069311 19456.608928125497 24335.520000000004 19.500000000000004 1.0000000180025095e-35 -1201.8117499999987 23494.815715923618 23978.514684770798 0.60355339059327384 21403.518000000004 -0.60355339059327384 -0.6905596507703472 5.5000000000000009 18263.59444859147 -0.14250536273956091 21364.515000000003 23295.442500000001 319.93149999999883 3120.3600316791271 17509.054711704888 255.8352215986778 21871.404500000004 2.5000000000000004 -354.55500000000023 19488.847939490683 331.30249999999984 2326.9205668092741 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -3 11 16 23 -8 -10 28 12 15 14 24 -4 17 26 -18 22 21 -9 25 -6 -14 -15 -7 -28 -5 -21 right_child=1 4 5 10 7 6 8 20 9 -11 -12 -13 13 19 -16 -17 18 -19 -20 29 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-27.537385697154338 -3.0586519030527826 -9.0828357915422231 -2.6402166569529868 -0.58536747613835427 -1.1406498239517913 -1.8297337110570422 -3.1418151502583713 -1.6276966433553803 2.3065596825113865 -1.9155388296068041 3.6704233514702551 -0.22698282655600088 7.8063497124426533 -0.62177109348346127 -0.3525373360195807 0.31515592925249081 -2.1255974761450727 6.8127083194760658 1.3165933751053467 2.7216923932178636 0.12824389832512967 2.4965956984712712 3.1604330852641107 0.94916821551076613 1.038828771928578 1.3706293236272959 3.6201999159562281 0.39881005161475813 0.037539767392467886 0.30069851385813495 leaf_weight=19314 5596 8881 1895 4356 1625 159 4319 21 144 125 40 9499 25 689 3097 6021 484 54 415 675 52 34 1460 208 39 2312 188 126 8530 4090 leaf_count=19314 5596 8881 1895 4356 1625 159 4319 21 144 125 40 9499 25 689 3097 6021 484 54 415 675 52 34 1460 208 39 2312 188 126 8530 4090 internal_value=-0.00144629 -0.000760541 -0.000285473 -0.00108671 -0.00314611 0.00012888 -0.00131959 -0.000412372 -0.00239582 0.00373234 -0.000305122 0.000421179 0.000793379 0.00137337 -0.000203734 -0.0001142 0.00214306 0.00533586 0.000271412 0.00191372 0.0102056 0.0185455 0.00287738 -0.00103219 0.01225 0.001998 0.00378013 0.00631847 -0.000355736 0.00101154 internal_weight=84473 65159 54338 18522 10821 35816 6014 1940 4588 269 12926 29802 20303 12387 3161 7916 1426 527 899 9226 107 55 4461 1833 64 3001 473 314 12886 4765 internal_count=84473 65159 54338 18522 10821 35816 6014 1940 4588 269 12926 29802 20303 12387 3161 7916 1426 527 899 9226 107 55 4461 1833 64 3001 473 314 12886 4765 is_linear=0 shrinkage=0.04 Tree=161 num_leaves=31 num_cat=0 split_feature=28 10 2 31 30 15 10 24 28 36 28 23 30 0 23 27 20 31 24 21 29 30 34 21 11 15 1 14 32 1 split_gain=81.8499 45.6638 11.3907 11.2952 8.22489 7.76302 7.41181 6.81222 6.83786 7.5525 4.98043 5.27645 4.88362 4.80712 4.89127 4.91594 4.74238 4.63421 4.68189 4.7903 3.95556 3.61462 6.31029 6.4462 4.21911 5.49201 3.76919 3.59801 5.0357 3.5046 threshold=15884.584950879182 0.78656609248549303 4.5000000000000009 21515.349296875003 116.69458341576747 15851.172 0.37940952255126048 -1501.9499999999987 17802.98248435817 3223.7502551599332 19207.61960827572 -1222.5500000000009 348.04149266744224 14.500000000000002 434.41749999999962 -86.990000000001586 17417.391000000003 15737.926486979168 -505.03600000000091 18986.055000000004 18612.441684425026 337.44273729936612 20617.515000000003 16525.213500000002 -0.8783796973249266 15231.593250000002 1.0000000180025095e-35 -0.33426211444629356 1993.9622210720772 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=21 2 5 -3 20 -2 12 10 -9 -10 -5 -12 13 -6 15 -15 -13 -7 -19 -20 -4 -1 -23 -24 -25 26 -26 -17 -29 -14 right_child=1 3 4 7 6 17 -8 8 9 -11 11 16 29 14 -16 27 -18 18 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31 leaf_value=-30.588403650041936 3.3456689615799107 -8.8654094028357164 -3.9970743194130263 -3.2723476697617482 -0.86269392430166203 -2.5119223799663009 -5.6553757531688529 0.05571116220037519 2.3562949684210888 0.93642994670525181 -0.10215385476663338 3.1958958970842657 2.0623298113529756 -0.82528229035137601 -1.4479274446353967 0.36258549500313392 0.73912265667151844 -0.64738832530113455 0.71635687412856375 -0.00010697471269166265 -0.58145124240947454 -12.511231107309168 -4.2974525438162221 -10.990790208656593 10.311503487462291 9.0372387770300069 -0.8605125339285834 3.8948181835262421 2.0995947690582342 0.75802962688248554 leaf_weight=17214 737 9106 3811 767 2722 1471 1478 157 50 58 714 37 181 431 470 223 64 5133 5040 29693 2032 1518 146 22 21 30 30 204 344 569 leaf_count=17214 737 9106 3811 767 2722 1471 1478 157 50 58 714 37 181 431 470 223 64 5133 5040 29693 2032 1518 146 22 21 30 30 204 344 569 internal_value=-0.0014406 -0.000770294 -0.000296963 -0.00312718 -0.00135901 1.76822e-05 -0.00039384 -0.000275042 0.00566038 0.0134074 -0.00126928 0.000907975 0.000323483 -0.000185709 0.00150239 0.00285524 0.00946535 -5.48671e-05 2.64878e-05 0.000193129 -0.00245285 -0.00375344 -0.00203056 0.00387148 0.011534 0.0157531 0.0077647 0.00476783 0.00651095 0.00330667 internal_weight=84473 65492 54539 10953 12465 42074 6622 1847 265 108 1582 815 5144 4394 1672 1202 101 41337 39866 34733 5843 18981 1767 249 103 81 51 771 548 750 internal_count=84473 65492 54539 10953 12465 42074 6622 1847 265 108 1582 815 5144 4394 1672 1202 101 41337 39866 34733 5843 18981 1767 249 103 81 51 771 548 750 is_linear=0 shrinkage=0.04 Tree=162 num_leaves=31 num_cat=0 split_feature=28 23 30 28 28 28 30 23 23 1 9 30 14 0 31 24 28 36 1 23 10 0 2 33 14 16 28 30 30 10 split_gain=82.5823 32.1275 26.3546 13.1756 9.56666 9.38385 9.31125 7.20585 6.63143 8.33035 9.25935 21.8803 8.42872 6.6417 5.99785 5.83129 6.80893 6.73316 6.36651 5.59704 5.20414 5.02575 5.79667 4.80769 7.65221 4.77957 4.11863 3.79714 3.7181 3.90748 threshold=18757.008287931047 58.832499999998625 298.02129676399846 15373.870563268743 15687.510993849219 17201.219914136975 133.41782131142426 269.23499999999973 331.30249999999984 1.0000000180025095e-35 0.98296291314453421 633.14466143343873 0.11478523713130605 5.5000000000000009 21515.349296875003 -1501.9499999999987 17802.98248435817 3243.8025759686652 1.0000000180025095e-35 -1316.5864999999992 0.25881904510252057 3.5000000000000004 3.5000000000000004 14919.500000000002 -0.6391983530350368 23186.689000000002 16319.168230361292 479.12341686379733 108.44876320705835 -0.60355339059327384 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 4 -4 -3 8 -6 -8 23 10 -10 -12 -13 -11 20 -16 -17 18 -18 25 26 22 -21 -5 -25 -2 -1 -27 -28 -30 right_child=19 2 3 5 6 -7 7 -9 9 13 11 12 -14 -15 15 16 17 -19 -20 21 -22 -23 -24 24 -26 27 28 -29 29 -31 leaf_value=-18.764571424397666 -3.04212497951616 -25.612665132602562 -17.359856945488463 5.093001470022485 -3.5710973110064859 0.12922169155159829 1.4374918947986002 -0.90948437087988798 0.83862730973162958 3.7256414138417338 20.013372479283731 -1.0631915013617421 18.592478721670769 -0.27045506905963906 -3.3258838449403476 -0.24649881259397505 -1.0227317814515597 -0.016803237332854042 2.3060475904720144 1.9072475648590472 -15.511895598437732 -0.064413909665330726 -2.1135259097258814 8.8906425580441866 4.6510109703704776 1.5457387562220868 -3.7073057624155901 -0.21052826562458196 -1.6436053288951089 2.8352449913172628 leaf_weight=1901 1681 3929 873 130 3085 2243 1042 2228 247 388 78 96 21 933 599 508 27 94 84 176 20725 40254 93 31 73 96 1393 215 946 284 leaf_count=1901 1681 3929 873 130 3085 2243 1042 2228 247 388 78 96 21 933 599 508 27 94 84 176 20725 40254 93 31 73 96 1393 215 946 284 internal_value=-0.00142545 -0.0026844 -0.00123063 0.00111637 -0.00239751 0.00203773 -0.00143824 4.89287e-05 0.00403205 0.00319228 0.0079457 0.0144615 0.00352137 0.00160182 -0.00352713 -0.000890245 0.001554 0.00770732 0.0143784 -0.000182995 -0.00366415 -8.12388e-05 0.00536803 0.010359 0.0167692 -0.00225301 -0.00243501 0.00230225 -0.00140755 0.000195121 internal_weight=84473 41958 15397 5113 10284 4240 6355 3270 1997 1763 442 195 117 1321 26561 1312 713 205 111 42515 25249 40523 269 234 104 1992 4524 311 2623 1230 internal_count=84473 41958 15397 5113 10284 4240 6355 3270 1997 1763 442 195 117 1321 26561 1312 713 205 111 42515 25249 40523 269 234 104 1992 4524 311 2623 1230 is_linear=0 shrinkage=0.04 Tree=163 num_leaves=31 num_cat=0 split_feature=28 23 30 28 28 30 9 20 30 31 27 24 23 0 25 15 23 33 14 24 28 36 1 10 29 28 3 28 22 30 split_gain=82.579 30.8242 25.8859 12.9008 9.25189 8.5075 15.5467 25.8106 8.35277 6.1807 5.9695 5.94411 5.83858 5.47822 5.50102 5.4475 6.48558 5.81932 5.40048 5.28604 6.50474 6.40374 6.09785 4.97096 4.52723 4.06111 3.9973 4.63791 6.07703 3.69989 threshold=18757.008287931047 58.832499999998625 298.02129676399846 15295.175242260191 15687.510993849219 499.11774944669639 0.98296291314453421 18667.195000000003 133.41782131142426 21515.349296875003 536.75199999999961 621.58725000000152 -1246.6977499999982 3.5000000000000004 200.110999999999 16786.917750000004 331.30249999999984 14919.500000000002 -0.62587551141915865 -1501.9499999999987 17802.98248435817 3243.8025759686652 1.0000000180025095e-35 0.25881904510252057 22164.049135785692 16202.118246967237 279.50000000000006 17047.581575052507 20592.337000000003 25.2792850602067 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -4 -3 6 10 -8 -6 23 15 -10 24 14 -14 16 17 -5 -19 -11 -21 22 -22 25 -2 -1 -7 28 -28 -15 right_child=12 2 3 5 8 26 7 -9 11 19 -12 -13 13 29 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-20.211606765296715 -2.933635634419673 -24.588158527298511 -19.1692937064822 4.1574918137625527 -3.4282534185661984 -0.36559227773518244 17.425730968172989 2.4119251043643954 0.96664077467683274 -3.1928484911427435 -0.79802640444969397 -1.6323780508124563 -0.18313401390637762 -0.80543795958098119 2.3541024033256401 0.60479151975638468 2.0872367044776969 9.0506525134965283 3.9830310316244328 -0.23663886009021795 -0.98182251019342648 -0.016131107839530884 2.213805686853163 -14.891419774500282 0.48812315939047807 -1.8666565930703847 11.149236178711563 1.2608739764799251 -5.5579438018628791 0.001176482897485253 leaf_weight=1840 1861 3929 824 69 3085 1849 86 115 1741 599 539 1529 97 3001 116 722 565 31 41 508 27 94 84 20725 356 2684 49 201 22 37084 leaf_count=1840 1861 3929 824 69 3085 1849 86 115 1741 599 539 1529 97 3001 116 722 565 31 41 508 27 94 84 20725 356 2684 49 201 22 37084 internal_value=-0.00142166 -0.00268059 -0.00125661 0.00106943 -0.00241307 0.0019501 0.00371218 0.0143085 -0.00146971 -0.00350604 0.00262938 -6.1163e-05 -0.000179232 -6.92848e-05 0.00632864 0.00398319 0.00648159 0.014156 0.0221111 -0.000829269 0.0014979 0.00751219 0.014018 -0.00364514 -0.00217772 -0.00244386 0.000148985 0.00467647 0.0134648 -0.000103281 internal_weight=84473 41958 15397 5113 10284 4289 2168 201 6355 26561 1967 3270 42515 40298 213 1428 706 141 72 1312 713 205 111 25249 2217 4524 2121 272 71 40085 internal_count=84473 41958 15397 5113 10284 4289 2168 201 6355 26561 1967 3270 42515 40298 213 1428 706 141 72 1312 713 205 111 25249 2217 4524 2121 272 71 40085 is_linear=0 shrinkage=0.04 Tree=164 num_leaves=31 num_cat=0 split_feature=28 10 2 28 30 15 10 23 1 30 28 36 30 0 23 30 30 31 0 29 31 33 25 0 21 10 28 0 14 30 split_gain=82.7522 45.7387 10.7681 10.6932 7.6095 7.26988 6.61383 5.51248 4.49378 4.32828 11.106 5.16249 4.25753 4.1803 4.23252 4.64052 4.14342 5.25952 3.95267 3.93194 3.60836 3.48124 3.44705 3.31135 3.24941 5.1222 4.56899 4.2805 4.21637 3.95111 threshold=15884.584950879182 0.78656609248549303 4.5000000000000009 19421.760309143268 116.69458341576747 15851.172 0.37940952255126048 -1343.2489999999996 2.5000000000000004 101.82561482793066 17802.98248435817 3223.7502551599332 348.04149266744224 14.500000000000002 537.41224999999952 253.19305877407245 316.94103132715043 23582.875872395838 12.500000000000002 18612.441684425026 15737.926486979168 18425.815000000006 3478.6800000000007 7.5000000000000009 20104.451500000003 0.60355339059327384 17315.650473998099 14.500000000000002 0.51849435583340198 150.67089227162347 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 2 5 9 19 -2 12 -5 20 10 -3 -12 13 -6 15 -15 17 -9 21 -4 -7 -10 -1 -14 25 26 29 28 -26 -22 right_child=1 3 4 7 6 8 -8 16 18 -11 11 -13 23 14 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-25.322729948147551 3.1522569404233911 -1.4861794438730902 -3.5755093780604468 -0.81749084305512087 -0.81187370599069131 -2.2007206908108734 -5.2496012219619841 6.0270857580092523 -0.035583875650713567 -9.5296589498303543 2.0072680317833145 0.76154161694963618 -0.31958745689765589 1.0772996215329962 -1.8372690732879222 5.1734309764201667 0.96751164882685048 1.5180512988808221 -0.83335559080417032 -0.5556636956422325 0.085028590986881702 2.3820673900481357 6.210463974347233 1.6491370185586456 -0.88765537630007163 -0.81476445279594079 0.6422765896423297 0.39195596345856343 0.14822434675664506 3.0864494223134238 leaf_weight=18953 737 661 3811 1256 2722 1100 1478 24 4826 8517 50 49 204 1152 339 181 340 56 5550 2032 303 107 28 546 5771 1489 7231 9492 4806 662 leaf_count=18953 737 661 3811 1256 2722 1100 1478 24 4826 8517 50 49 204 1152 339 181 340 56 5550 2032 303 107 28 546 5771 1489 7231 9492 4806 662 internal_value=-0.00141314 -0.000739145 -0.000265426 -0.00309796 -0.00129804 4.04991e-05 -0.000369678 -0.000157519 -2.9708e-05 -0.00362919 -0.000736843 0.0117576 0.000307931 -0.000167502 0.0014067 0.0024216 0.00380952 0.012 -0.000745207 -0.00235016 0.000213391 7.8653e-05 -0.00373869 0.00309333 0.000296564 0.000898295 0.00129038 6.17773e-06 -0.000547226 0.00387565 internal_weight=84473 65492 54539 10953 12465 42074 6622 1676 41337 9277 760 99 5144 4394 1672 1333 420 80 10483 5843 30854 4933 18981 750 29754 9685 8196 20069 10577 965 internal_count=84473 65492 54539 10953 12465 42074 6622 1676 41337 9277 760 99 5144 4394 1672 1333 420 80 10483 5843 30854 4933 18981 750 29754 9685 8196 20069 10577 965 is_linear=0 shrinkage=0.04 Tree=165 num_leaves=31 num_cat=0 split_feature=28 23 28 30 0 28 1 30 14 24 1 14 23 23 34 0 2 10 15 36 24 28 19 1 30 28 30 3 25 25 split_gain=81.6911 30.7317 26.2902 23.5217 8.78236 9.05438 7.25498 5.60982 19.1548 13.5915 6.44768 5.55153 5.36614 5.25181 5.07917 5.05122 5.51563 4.48254 4.34495 4.23193 4.16038 5.47133 4.93297 5.00543 4.11713 3.72006 3.39351 3.35624 4.58089 4.20541 threshold=18757.008287931047 4.8049999999984729 15528.768834958275 163.50130439779574 6.5000000000000009 17008.187519171075 2.5000000000000004 611.6675602009542 -0.3744658827978154 701.28249999999946 1.5000000000000002 1.0000000180025095e-35 223.11949999999891 -1293.6565000000007 24551.269000000004 3.5000000000000004 3.5000000000000004 0.25881904510252057 20962.691000000003 2785.7052663996305 -1542.3362499999992 17802.98248435817 18248.528750000001 1.0000000180025095e-35 320.20167226405954 16282.300515176774 611.6675602009542 16.500000000000004 -3636.6910000000003 6113.2845000000007 decision_type=2 2 2 2 2 2 2 2 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 -3 -4 5 6 7 8 24 -10 19 -9 -7 18 17 16 -15 25 -2 -11 -16 -22 23 -23 -5 -1 -20 28 -17 -30 right_child=13 2 3 4 -6 12 -8 11 9 10 -12 -13 -14 15 20 27 -18 -19 26 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-18.408872810913095 -3.4056480734559105 -23.450520205273502 -2.6928585773381024 7.2742023084631748 -0.099945507697997343 2.1083929463644777 0.24731076293121323 0.66161577940962335 1.7612855261641196 20.940634802378927 3.7429958370801915 11.244638082590846 0.031718361357990721 1.7675668657239476 -2.6014064723225641 2.6511691533082904 -1.5101363814824353 -13.943580834138075 -0.021786622847017986 5.4199305313252912 -0.40343707175998567 -1.3581903795706172 -0.020136358566993268 2.0922570944998964 11.356895491695662 -1.8115561354397682 4.3259311958749418 -0.099562697014033669 0.4606160840135422 7.8278601322610823 leaf_weight=1573 1417 5296 4603 60 3696 132 422 349 516 40 54 41 1597 164 492 54 86 20075 630 29 400 26 90 79 79 2309 29 38332 1716 87 leaf_count=1573 1417 5296 4603 60 3696 132 422 349 516 40 54 41 1597 164 492 54 86 20075 630 29 400 26 90 79 79 2309 29 38332 1716 87 internal_value=-0.00140462 -0.00265675 -0.00133948 -0.000274747 0.00118318 0.00267671 0.00485534 0.00647945 0.00844216 0.00551487 0.0174634 0.0025641 0.000673221 -0.000168883 -0.0035464 -6.8153e-05 0.0056 -0.00366774 -0.00213102 0.0255652 -0.000872126 0.00137815 0.00687179 0.0127619 0.0218993 -0.00242349 0.000552351 -0.000103412 0.00155735 0.00121353 internal_weight=84473 41958 16914 11618 7015 3319 1590 1168 778 639 123 390 1729 42515 25044 40439 250 23957 2076 69 1087 595 195 105 139 3882 659 40189 1857 1803 internal_count=84473 41958 16914 11618 7015 3319 1590 1168 778 639 123 390 1729 42515 25044 40439 250 23957 2076 69 1087 595 195 105 139 3882 659 40189 1857 1803 is_linear=0 shrinkage=0.04 Tree=166 num_leaves=31 num_cat=0 split_feature=28 23 9 28 2 28 30 9 1 2 14 0 30 22 14 28 23 36 13 36 33 19 0 1 9 18 0 24 2 16 split_gain=81.814 29.9559 16.2224 31.1435 20.6093 12.7801 9.73948 24.2664 8.55674 7.98958 7.44754 5.76192 6.4959 5.75848 5.30492 5.00616 5.35117 4.50331 4.46624 4.40312 4.40229 3.73029 3.5629 3.48822 3.50674 4.52438 3.36164 3.17063 4.64026 3.19426 threshold=16774.535920318976 -673.11349999999936 0.91597561503675362 15411.036088599043 4.5000000000000009 19421.760309143268 499.11774944669639 0.98296291314453421 1.0000000180025095e-35 3.5000000000000004 -0.16799793862756093 18.500000000000004 52.354497191544461 17778.255000000001 1.0000000180025095e-35 15610.601003120735 375.5280000000003 2706.3783744560255 -0.8781231054254196 2741.8676990149684 17786.035000000003 19183.748500000005 14.500000000000002 1.0000000180025095e-35 0.37940952255126054 20503.481000000003 12.500000000000002 402.93299999999914 5.5000000000000009 16665.103000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 -4 6 -2 7 8 -5 13 15 12 -11 19 -8 -10 -17 -12 -16 -3 -7 -22 26 -21 -25 -26 -14 28 -24 -30 right_child=1 9 3 4 -6 20 14 -9 10 11 17 -13 22 -15 18 16 -18 -19 -20 23 21 -23 27 24 25 -27 -28 -29 29 -31 leaf_value=-13.060421592290705 -7.5327223191220867 0.074875038700205329 -22.844987033106651 -1.123534374329682 -3.0279217210971097 -0.7250801079421717 0.33974940238793894 19.499751376831416 0.84589150341377761 -1.2677282676007988 -0.87489807894784455 -2.4036507324899161 -0.031186753385773591 0.028021347866569166 13.059473760571407 7.3857835203996913 2.8362542168097526 4.6799324347575144 8.0421402071647137 0.079962904589360465 2.2253951369286038 0.84252552182360274 0.57073120234554053 0.37297493604037174 1.4322905018691992 4.1948380078148055 -2.7234387402893612 -0.263265413977122 4.9107134356304742 2.7711743037058194 leaf_weight=21248 6025 1131 3183 176 669 2646 482 66 33 3005 95 3611 6028 28585 24 92 52 125 62 402 28 375 1924 322 724 101 1665 1133 26 435 leaf_count=21248 6025 1131 3183 176 669 2646 482 66 33 3005 95 3611 6028 28585 24 92 52 125 62 402 28 375 1924 322 724 101 1665 1133 26 435 internal_value=-0.00138567 -0.0005485 -0.00323671 -0.00120103 0.00288699 -0.00265991 0.00600828 0.00939593 0.00675044 -0.000158234 0.010005 -0.000834017 -0.000471582 0.00022709 0.00219718 0.016113 0.0193333 0.00509091 0.0113488 0.002 -0.000549689 0.00334491 -2.89011e-05 0.00338541 0.00450915 0.00589091 -0.000511115 0.00102558 0.00185325 0.0054577 internal_weight=84473 58166 26307 5059 1876 9074 1207 639 573 49092 397 17827 14216 31265 568 177 144 220 86 2680 3049 403 11211 1549 1147 825 7693 3518 2385 461 internal_count=84473 58166 26307 5059 1876 9074 1207 639 573 49092 397 17827 14216 31265 568 177 144 220 86 2680 3049 403 11211 1549 1147 825 7693 3518 2385 461 is_linear=0 shrinkage=0.04 Tree=167 num_leaves=31 num_cat=0 split_feature=28 10 31 30 28 0 1 30 28 28 21 10 14 0 14 16 30 28 27 30 9 2 15 30 28 28 29 28 23 13 split_gain=81.4879 46.0577 10.7721 10.6834 15.5273 8.4112 12.3222 6.51935 5.98752 6.40285 5.62706 6.50824 5.8408 6.01068 5.11424 7.54116 5.23722 5.05417 5.02461 4.84768 4.59832 10.1226 23.3906 5.43233 4.28597 3.92628 3.92275 3.90732 3.70772 3.68702 threshold=15803.620355005065 0.78656609248549303 21515.349296875003 91.279762508069311 20512.406723452277 19.500000000000004 1.0000000180025095e-35 36.912391621208322 23494.815715923618 23978.514684770798 21445.308750000007 -0.60355339059327384 -0.6905596507703472 5.5000000000000009 -0.35846086284744721 20341.281750000002 245.11761584494479 18624.035337093061 362.83750000000151 186.23884092087272 0.98296291314453421 4.5000000000000009 14778.366000000002 506.79399914501852 19488.847939490683 21167.290742365996 17341.902573472358 21465.801324169504 187.27899999999957 0.3744682635859638 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 3 24 4 26 10 14 -4 -8 -10 11 17 13 -13 15 -7 25 -5 19 -14 -1 22 -22 -24 -3 -17 -2 -16 -21 -6 right_child=1 2 7 5 29 6 8 -9 9 -11 -12 12 18 -15 27 16 -18 -19 -20 28 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-27.157635580757557 -5.0883646481387848 -10.187910852064343 1.8306732788523172 -1.879198320011443 0.37178468441289853 1.158512964147187 -2.8956172948721992 -0.22217056021116094 2.2264858569316903 -1.8557928839420788 -0.23228278274449832 5.0662739604067779 0.60885805286409367 -0.28641606460672153 -2.0030553919819534 3.9662088744843933 0.88436785108021487 0.37525601923746915 0.5330491116237247 3.7931958221724806 -2.23488768121425 -21.473929121053065 17.391756102335783 18.934797568738173 -0.84483376786160347 9.013426557217036 -1.0283185088719375 1.4396014562028756 1.7760688563140157 -0.30414847476510171 leaf_weight=17200 2565 8541 31 2438 4974 257 4326 1816 144 125 9377 78 2421 3161 454 78 51 5611 4312 593 308 731 56 20 846 26 6418 563 2167 4785 leaf_count=17200 2565 8541 31 2438 4974 257 4326 1816 144 125 9377 78 2421 3161 454 78 51 5611 4312 593 308 731 56 20 846 26 6418 563 2167 4785 internal_value=-0.00136579 -0.000712114 -0.00304575 -0.000234798 -0.00100993 0.000166712 -0.00119788 -0.000253385 -0.00220675 0.00358364 0.000439285 0.000806313 0.00136915 -9.75619e-05 0.00204619 0.00580582 0.0127742 -8.39865e-05 0.00186959 0.00270913 -0.003727 -0.00123767 0.00402083 0.0238947 -0.00359519 0.0179231 -0.00220995 0.000523106 0.00385507 9.46809e-05 internal_weight=84473 66158 11234 54924 18742 36182 6024 1847 4595 269 30158 20781 12732 3239 1429 412 155 8049 9493 5181 18315 1115 384 76 9387 104 8983 1017 2760 9759 internal_count=84473 66158 11234 54924 18742 36182 6024 1847 4595 269 30158 20781 12732 3239 1429 412 155 8049 9493 5181 18315 1115 384 76 9387 104 8983 1017 2760 9759 is_linear=0 shrinkage=0.04 Tree=168 num_leaves=31 num_cat=0 split_feature=28 10 34 30 28 0 1 24 31 21 10 14 0 31 30 0 27 14 16 30 28 1 1 1 9 2 16 30 28 36 split_gain=80.2593 44.9874 10.6141 10.2406 14.409 7.97755 12.1911 6.81753 5.87942 5.18918 6.11477 5.44829 7.54025 6.55567 5.02169 4.97083 4.9048 4.86012 7.07729 4.86516 4.71286 4.62521 8.6582 4.59125 4.37969 9.8614 20.442 8.32211 4.29245 4.12269 threshold=15803.620355005065 0.78656609248549303 24196.595000000005 88.20997262289427 20512.406723452277 19.500000000000004 1.0000000180025095e-35 -1097.3209999999979 21211.594093750002 21583.024000000005 -0.60355339059327384 -0.29342786347392819 5.5000000000000009 19560.451895833339 232.17804441721577 4.5000000000000009 639.94024999999976 -0.35846086284744721 20341.281750000002 245.11761584494479 18263.59444859147 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.98296291314453421 4.5000000000000009 14278.781000000001 611.6675602009542 21377.470563991137 3054.4942420206098 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 3 -3 4 -2 9 17 -4 -8 10 20 12 15 14 -13 -12 -16 18 -7 -20 -5 22 -17 -18 -1 26 -26 -28 -11 -9 right_child=1 2 7 5 -6 6 8 29 -10 28 11 13 -14 -15 16 21 23 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-26.07133015752726 -1.5749894271397826 -7.8629067482826702 -0.39242901011607445 -2.1138895426049897 0.015304407155455049 1.1462508006240695 -4.2538388311109498 2.5024636058280625 0.30714498748689495 -1.7785652496774054 -3.4115597314390271 1.1682631124297449 -0.015085888522718607 0.32297889491939458 3.3668446395096101 -8.9231003672033644 5.3806959726292618 0.33218410895553069 5.2586697880013684 0.84899313703707791 0.26616981843177306 0.43028408021004988 6.358809972014333 0.067834955455938956 -3.7431393499223362 -20.614971956210926 15.245312221249554 -5.6118157142603673 0.020506925243573306 0.99058749391883838 leaf_weight=17200 8627 8994 2168 2021 9414 262 3911 37 714 1943 59 1777 5216 3706 1422 30 196 1021 105 51 6475 81 94 627 295 731 69 20 7172 35 leaf_count=17200 8627 8994 2168 2021 9414 262 3911 37 714 1943 59 1777 5216 3706 1422 30 196 1021 105 51 6475 81 94 627 295 731 69 20 7172 35 internal_value=-0.00135963 -0.000710905 -0.00301727 -0.000239168 -0.00102012 0.000142829 -0.00118338 -0.000553572 -0.00218378 0.000403776 0.000740139 0.00127862 0.000313868 0.00196273 0.00308105 0.00690909 0.00433853 0.00203197 0.00566507 0.0124103 -9.69878e-05 0.00985366 0.0147097 0.00188092 -0.00370298 -0.00127354 0.00391667 0.0207191 -0.000397149 0.0115556 internal_weight=84473 66158 11234 54924 18041 36883 6064 2240 4625 30819 21704 13208 5480 7728 4022 264 2245 1439 418 156 8496 205 124 823 18315 1115 384 89 9115 72 internal_count=84473 66158 11234 54924 18041 36883 6064 2240 4625 30819 21704 13208 5480 7728 4022 264 2245 1439 418 156 8496 205 124 823 18315 1115 384 89 9115 72 is_linear=0 shrinkage=0.04 Tree=169 num_leaves=31 num_cat=0 split_feature=28 10 2 28 15 30 28 30 31 10 21 10 33 30 22 23 28 21 30 16 28 28 0 23 30 30 7 36 9 13 split_gain=80.4957 45.5125 11.3192 11.2614 9.53047 7.73398 11.8585 6.75386 6.58637 6.22848 5.00979 6.90901 10.5118 5.46263 4.78377 4.75836 4.28256 8.46714 4.88272 5.05361 4.27729 4.10985 4.08566 4.78854 3.97746 3.8138 4.30971 3.8124 3.58719 4.85932 threshold=15687.510993849219 0.78656609248549303 4.5000000000000009 19421.760309143268 15577.505000000003 70.140424669563117 17162.107960079811 120.45302315376678 21933.582226562507 0.1294095225512602 18986.055000000004 0.60355339059327384 17090.145000000004 51.295582621867133 17136.148750000004 -1316.5864999999992 21422.717442394216 21864.585000000003 66.029477586038738 21499.762500000004 19027.71006384405 21512.492539524192 15.500000000000002 474.97400000000022 253.19305877407245 348.04149266744224 1.0000000180025095e-35 2748.3639176917436 -0.98296291314453399 -0.95244167294248061 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 14 6 -3 20 -8 22 11 -6 -13 -14 -2 21 17 18 -12 28 -4 -5 25 24 -24 -9 -27 -17 29 -20 right_child=1 3 7 15 10 -7 8 9 -10 -11 16 12 13 -15 -16 27 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-27.113080807440728 6.150600639674181 -2.1490032871000584 -3.0966887866337953 -1.3883051333384626 0.93723773475149208 -7.5018099200028141 1.7379275578555269 -0.72061145457315379 1.1489219011060858 -2.8497847750538461 -0.74672146562153574 -2.0124872116227879 0.090413791122030823 2.6443278007467059 1.7368994681192373 -1.7166104391117329 0.12491814884338241 -4.0438289715867297 8.2731724092659604 -5.5453897138611001 -0.31231755736653105 0.9230457504917613 1.5686262851185671 -0.87514804452249262 4.7994059547317294 -0.46194989822195065 1.3779745418390166 2.5072740837639045 0.053568683504639329 0.66257376061705164 leaf_weight=17316 192 263 4505 1129 5609 9572 50 2934 82 1929 3893 1271 99 81 365 158 16210 2147 100 770 1767 150 656 337 193 255 410 239 11173 618 leaf_count=17316 192 263 4505 1129 5609 9572 50 2934 82 1929 3893 1271 99 81 365 158 16210 2147 100 770 1767 150 656 337 193 255 410 239 11173 618 internal_value=-0.00135347 -0.000726478 -0.000249596 -0.00300026 6.60261e-05 -0.00351039 0.00197468 -0.00128323 0.0117576 -0.00040155 -2.95537e-06 0.000968838 -0.00149139 0.00755555 0.00526391 3.34119e-05 -0.00019948 -0.000611947 -0.000305426 7.55065e-05 -0.00222704 -0.00115403 0.000371995 0.00240809 0.00400942 -0.000298973 0.00243609 0.00385894 0.000278865 0.0030195 internal_weight=84473 67157 55514 11643 42528 9967 395 12986 132 6714 41971 7060 1451 180 557 1676 34911 18701 16554 12661 6272 1279 4785 1186 849 3599 665 397 11891 718 internal_count=84473 67157 55514 11643 42528 9967 395 12986 132 6714 41971 7060 1451 180 557 1676 34911 18701 16554 12661 6272 1279 4785 1186 849 3599 665 397 11891 718 is_linear=0 shrinkage=0.04 Tree=170 num_leaves=31 num_cat=0 split_feature=28 10 34 2 24 15 30 10 32 31 21 24 28 0 30 30 9 14 30 28 28 28 14 33 25 29 30 0 23 36 split_gain=78.6082 43.6003 13.0195 10.4592 9.70857 9.05472 6.41847 5.93267 5.40172 4.87256 4.70937 4.47212 6.40477 5.56964 5.01931 5.42993 14.1321 6.58223 4.2662 4.06889 4.01481 3.98846 3.84099 3.77944 3.70331 3.64997 3.46232 4.21254 3.83023 3.45609 threshold=15687.510993849219 0.78656609248549303 24080.288750000003 4.5000000000000009 -1097.3209999999979 15577.505000000003 120.45302315376678 0.37940952255126048 2656.6614949805225 15737.926486979168 17513.536250000001 -505.03600000000091 17717.389682645113 3.5000000000000004 155.46689011721136 492.80080014037742 0.98296291314453421 -0.48313741114591585 577.15728802371325 19027.71006384405 19421.760309143268 16926.570188694081 -0.98212955754013376 17786.035000000003 -851.76850000000093 22441.958633914885 285.57924260621616 7.5000000000000009 283.14124999999973 3243.8025759686652 decision_type=2 2 2 2 2 2 2 2 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 20 5 18 10 19 26 -6 -7 -2 25 14 -14 21 16 17 -16 23 -5 -3 -13 -22 -4 -24 -11 -8 28 -28 -9 right_child=1 2 4 6 8 9 7 29 -10 11 -12 12 13 -15 15 -17 -18 -19 -20 -21 22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-26.028557575143079 5.8098976890839156 -10.746777614967582 -1.0831273493291576 -2.9728212351684222 3.0505938606459582 -2.2062838262493303 -0.32207457121907157 -7.501906354820254 0.88327338061006555 -1.285528182052708 1.2369095992175236 -1.3311856706421219 2.7904222848857332 0.031196398841482391 5.52478994500244 0.26080405863291378 17.687280186845339 1.4614342856369091 3.7319025451554211 -0.29982485507183704 2.9708590214733603 1.0253220365690678 6.647975906599668 0.58095868395900907 -1.8726703855233309 0.16354021624615606 5.7603327347135638 1.3165668629866825 -0.98799171600257507 1.8628120880399457 leaf_weight=17316 265 8463 1833 4505 26 1561 3745 1365 55 3443 292 553 40 32631 61 653 41 958 48 1767 39 261 21 458 700 1769 39 1079 372 114 leaf_count=17316 265 8463 1833 4505 26 1561 3745 1365 55 3443 292 553 40 32631 61 653 41 958 48 1767 39 261 21 458 700 1769 39 1079 372 114 internal_value=-0.00133595 -0.000716352 -0.00294185 -0.000249596 -0.000330579 5.37989e-05 -0.00124319 -0.000383677 0.0132839 -1.34388e-05 0.00512029 7.12685e-05 0.000233194 8.31309e-05 0.00217333 0.00340222 0.00516981 0.00424337 -0.000802053 -0.00216327 -0.00362702 -0.000412777 -0.000842106 -0.00104932 -0.00150347 -0.00102226 0.000248328 0.00187919 -0.00156691 -0.00262069 internal_weight=84473 67157 11643 55514 2420 42528 12986 6714 81 41971 557 40410 35198 32671 2527 1713 1060 1019 2339 6272 9223 814 760 2291 721 5212 5235 1490 411 1479 internal_count=84473 67157 11643 55514 2420 42528 12986 6714 81 41971 557 40410 35198 32671 2527 1713 1060 1019 2339 6272 9223 814 760 2291 721 5212 5235 1490 411 1479 is_linear=0 shrinkage=0.04 Tree=171 num_leaves=31 num_cat=0 split_feature=28 24 9 28 2 34 28 30 9 1 14 22 33 10 30 28 2 22 31 11 21 27 16 0 24 1 13 29 21 27 split_gain=77.667 36.5836 11.3231 27.7148 23.881 10.7338 9.97118 5.12874 19.2816 11.8068 6.23623 5.35073 5.08995 4.97794 7.87147 5.73788 4.95465 4.9151 4.28007 3.81855 5.76913 5.15522 3.87021 7.95186 7.90738 6.95844 5.1407 4.80842 4.57251 4.13822 threshold=16126.847103462742 -1501.9499999999987 0.91597561503675362 15223.235745933016 4.5000000000000009 20494.820000000003 19390.206085185499 499.11774944669639 0.98296291314453421 1.0000000180025095e-35 -0.59867820553660911 16090.414000000002 14770.367000000002 0.60355339059327384 113.10621794994823 19488.847939490683 1.0000000180025095e-35 19999.781250000004 16818.462427083337 -0.8783796973249266 18693.492500000004 -609.68474999999842 17534.285000000003 3.5000000000000004 -396.99299999999852 1.0000000180025095e-35 0.84773968378660736 18483.543487185478 17245.678000000004 279.86149999999913 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 -4 7 13 -2 8 9 -5 11 -11 -13 14 -3 -15 -9 -17 -12 -7 21 -21 24 25 -23 -24 27 -27 -28 -26 right_child=1 5 3 4 -6 19 -8 16 -10 10 18 12 -14 15 -16 17 -18 -19 -20 20 -22 22 23 -25 29 26 28 -29 -30 -31 leaf_value=-19.483486231027396 -6.8285599222780018 -2.0128556854838839 -25.634742480533625 -3.3905142849321823 -5.2757007904022242 -0.63030244797960455 -0.12061822324067741 7.2125591754091101 18.597696697378584 4.4575279163676162 10.890288982098539 2.101530277044986 8.7001902220553013 -10.962742803335553 0.033333992814750663 0.6442127334803095 -1.3002571812504713 3.8235306065488017 2.7617568502874286 -1.8564148113803887 -0.01873444268231627 -1.4683954289887655 -0.78818415613393999 0.8198699572776551 1.9512016118627051 0.5683549645818039 2.9940016972143058 1.7056146292254359 0.65288288185132159 0.36331567690506822 leaf_weight=16807 6789 4045 2931 138 496 5991 1733 101 61 59 20 21 50 1716 5189 117 154 24 141 754 31505 818 84 2138 688 173 44 101 33 1552 leaf_count=16807 6789 4045 2931 138 496 5991 1733 101 61 59 20 21 50 1716 5189 117 154 24 141 754 31505 818 84 2138 688 173 44 101 33 1552 internal_value=-0.00131985 -0.000622674 -0.00342991 -0.00156472 0.00344561 -0.000244635 -0.00306125 0.00797315 0.0103673 0.00737529 0.011945 0.0184615 0.0258592 -0.00135642 -0.000976393 -0.0032461 0.00337255 0.00451064 0.00668323 3.63701e-05 0.000184744 0.00128113 0.00169703 0.00284026 0.00073512 0.00777011 0.010245 0.00767883 0.0193766 0.00196428 internal_weight=84473 63494 20979 4172 1241 54972 8522 745 490 429 291 130 71 11091 9234 1857 255 141 161 43881 37890 6385 5631 2573 3058 435 351 274 77 2240 internal_count=84473 63494 20979 4172 1241 54972 8522 745 490 429 291 130 71 11091 9234 1857 255 141 161 43881 37890 6385 5631 2573 3058 435 351 274 77 2240 is_linear=0 shrinkage=0.04 Tree=172 num_leaves=31 num_cat=0 split_feature=21 23 28 34 28 24 28 2 30 28 14 0 16 32 30 14 22 16 1 9 30 23 33 19 30 30 30 35 31 34 split_gain=76.9162 20.5034 16.6099 13.3895 9.78994 6.37219 7.48701 10.9524 5.94694 6.90599 5.09154 4.60336 4.42062 4.08444 4.07197 3.98099 3.76469 5.74504 10.4006 6.64111 9.71135 6.47648 4.16813 4.32065 5.15625 7.54286 3.74738 3.65692 3.77516 3.60605 threshold=16566.987000000005 -713.79449999999986 18526.887804915797 19816.116750000005 19207.61960827572 -34.351250000001521 15373.870563268743 4.5000000000000009 51.295582621867133 20653.040901897457 -0.97874870457683594 2.5000000000000004 17338.576500000006 1598.3818263668325 36.912391621208322 0.48877522411129348 17605.124000000003 15456.347500000002 1.0000000180025095e-35 0.98296291314453421 611.6675602009542 988.43500000000142 14722.700000000003 17338.576500000006 192.2420466690956 425.19547666520094 285.57924260621616 19179.679454985122 19887.777122395837 24245.912500000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 4 5 26 -2 -1 -7 10 9 11 -8 12 -5 -12 -14 -6 17 18 19 21 -21 -10 -20 24 -24 -26 -3 -4 -29 -19 right_child=1 3 27 8 15 6 7 -9 16 -11 13 -13 14 -15 -16 -17 -18 29 22 20 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-14.199394406271015 -6.6483437644014529 -3.6974857017270462 0.20661465788367572 -2.0034468615801835 -2.5890133699849986 -22.16093851735577 12.918182070858366 -3.0878304011253443 -3.1499227296745049 0.0029468340420244193 5.9722552789106054 -1.5707562687468011 1.439593748818079 0.85041690421059291 0.60228091928406879 0.18624578677977108 0.019204551887681689 0.043961896819873315 -0.92925747864183972 17.044747621143603 -1.6550450438718398 1.9658126356625973 -2.6468544030510897 -0.31811977370325278 5.4773890118608941 -0.19789016808875048 -0.2775114299221505 4.4981288817761396 0.70869826440849015 1.1457283088127801 leaf_weight=17264 4595 4517 1149 52 1246 3093 21 2227 60 4758 106 3559 29 635 37 1891 32675 3426 290 61 21 31 32 92 60 28 1500 41 106 871 leaf_count=17264 4595 4517 1149 52 1246 3093 21 2227 60 4758 106 3559 29 635 37 1891 32675 3426 290 61 21 31 32 92 60 28 1500 41 106 871 internal_value=-0.00131086 -0.000536245 -0.00319163 -0.000250985 -0.00245836 -0.00343631 -0.00232292 -0.000895284 -1.9271e-05 -0.000979254 0.00324409 -0.00228121 0.00549152 0.00269366 0.0123636 -0.000735736 0.000195818 0.00122124 0.00465185 0.0131098 0.0213659 0.00567033 0.00173705 0.006 0.011 0.016 -0.0020256 0.00121605 0.00715646 0.000682336 internal_weight=84473 59831 24642 52099 7732 23346 6082 2989 46082 8435 762 3677 118 741 66 3137 37647 4972 675 173 82 91 502 212 120 88 6017 1296 147 4297 internal_count=84473 59831 24642 52099 7732 23346 6082 2989 46082 8435 762 3677 118 741 66 3137 37647 4972 675 173 82 91 502 212 120 88 6017 1296 147 4297 is_linear=0 shrinkage=0.04 Tree=173 num_leaves=31 num_cat=0 split_feature=28 23 28 9 28 2 2 0 30 30 9 1 14 31 33 22 22 14 14 34 30 0 30 27 33 31 7 32 16 36 split_gain=77.8642 34.9558 12.7679 10.9096 25.0363 21.0279 8.98852 6.04453 6.58391 5.33259 16.6691 11.1313 5.85372 5.46369 4.8306 5.92105 4.28256 4.22385 4.07889 4.07531 5.89287 3.74336 3.44858 4.48702 4.30933 3.42208 3.26676 4.48631 3.67665 3.0805 threshold=16126.847103462742 -713.79449999999986 19207.61960827572 0.91597561503675362 15223.235745933016 4.5000000000000009 3.5000000000000004 18.500000000000004 52.354497191544461 499.11774944669639 0.98296291314453421 1.0000000180025095e-35 -0.59867820553660911 16818.462427083337 14770.367000000002 16090.414000000002 17778.255000000001 0.64414586362404946 1.0000000180025095e-35 24245.912500000002 132.08540976130013 14.500000000000002 270.65698617871618 -574.58100000000002 18425.815000000006 15737.926486979168 1.0000000180025095e-35 2650.4498510612689 15155.010500000002 2938.7666599781383 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 -5 9 16 8 -8 10 11 -6 14 -14 -13 -16 19 -4 -11 20 -3 26 23 -19 -25 -18 -10 -28 -29 -21 right_child=1 6 17 4 5 -7 7 -9 21 18 -12 12 13 -15 15 -17 25 22 -20 29 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-18.322337600255704 -7.6966093700389493 -0.40983222413244608 -2.0428221836156384 -24.009568962818875 -3.2889103897032732 -4.9752454008443427 -1.2897658215499896 -2.3716363632546709 -0.72313836191946645 0.21277434939673748 17.171999851284653 1.1405219953030428 10.215787211658137 2.4321913398112853 4.8839775292547865 8.1191767901566259 -2.0299332124884923 0.059874303874053396 17.964271025952129 1.6029390979862594 1.4313727922986095 0.59347861894805165 0.11257918515587552 4.1840823454136418 -0.018889590191785894 0.079850100295580262 -0.41204423392259815 2.5172981239171728 0.81186346669455778 0.97523588856077215 leaf_weight=16807 7054 1294 1596 2931 138 496 3343 4160 5158 220 61 35 20 141 45 50 1248 82 35 166 1354 3853 1507 41 24 28039 2517 21 1290 747 leaf_count=16807 7054 1294 1596 2931 138 496 3343 4160 5158 220 61 35 20 141 45 50 1248 82 35 166 1354 3853 1507 41 24 28039 2517 21 1290 747 internal_value=-0.00129239 -0.000594325 -0.00272671 -0.00340512 -0.00157431 0.00318775 -0.000181238 -0.000842003 -0.0004924 0.00743624 0.00987755 0.00709557 0.0115326 0.00643478 0.0178462 0.0225263 0.000227958 -0.000652309 0.0027451 0.00153777 0.000743201 -8.06926e-05 0.000764207 0.00661224 0.0144615 6.86985e-05 -0.000527933 0.000357366 0.00225477 0.00384228 internal_weight=84473 63494 10304 20979 4172 1241 53190 20342 16182 745 490 429 291 161 130 95 32848 3250 255 3561 2648 12839 1654 147 65 29287 8986 3828 1311 913 internal_count=84473 63494 10304 20979 4172 1241 53190 20342 16182 745 490 429 291 161 130 95 32848 3250 255 3561 2648 12839 1654 147 65 29287 8986 3828 1311 913 is_linear=0 shrinkage=0.04 Tree=174 num_leaves=31 num_cat=0 split_feature=28 10 34 24 30 28 0 1 31 15 14 19 26 10 30 34 20 34 30 9 15 20 1 28 21 10 24 1 1 13 split_gain=77.8789 41.4385 14.1828 9.18206 9.16827 14.1986 7.30935 12.0457 5.42668 5.20959 4.81661 6.34969 4.73184 4.70471 4.57749 4.50868 7.22604 4.0117 3.94166 6.68516 11.5951 9.78897 4.22723 3.85962 3.83078 3.77804 4.96984 10.2734 5.74812 5.88616 threshold=15687.510993849219 0.78656609248549303 23810.145000000004 -1097.3209999999979 91.279762508069311 19244.76989014084 19.500000000000004 1.0000000180025095e-35 21211.594093750002 15617.403250000001 -0.14250536273956091 20999.052500000005 25.872500000000404 0.60355339059327384 561.02947301335178 25610.215000000004 17181.906000000003 23313.197500000006 307.32529824101994 0.91597561503675362 14633.128500000001 18113.173750000005 2.5000000000000004 22502.237759698481 21583.024000000005 -0.78656609248549325 652.65200000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.8041866928211282 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 4 -3 14 5 -2 9 10 -9 -6 11 -8 -5 -7 15 -4 -17 -12 -1 -20 -21 22 -22 -19 25 -11 28 -28 -27 -30 right_child=1 2 3 12 6 13 7 8 -10 24 17 -13 -14 -15 -16 16 -18 23 19 20 21 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-25.642806118013873 -2.3503911688335721 -8.2932448701400592 -1.2054386396413217 1.5282822562798095 2.7208268113140641 -0.1098636369123227 1.6518891741946846 -3.9106517643497387 0.32186754954877783 -0.18879543135675161 -1.6350817250061973 5.39712499780833 0.95429780123460162 3.5278557383048796 4.0036495042365496 1.9759433103631687 -0.077750074046360598 3.2721998441505442 -37.049722660062514 -10.091619350653 10.5077793684373 -6.860074268612161 0.5707317803085532 0.30499790381739333 -0.25193977024162872 -0.085415713290951892 2.0639221856692105 -0.25497520045767358 3.4219049469041498 0.93550198864011491 leaf_weight=15231 5509 8706 2229 35 868 13400 448 3894 714 5780 491 83 62 42 74 131 406 87 1245 557 145 95 43 322 8909 1864 1814 6362 830 4097 leaf_count=15231 5509 8706 2229 35 868 13400 448 3894 714 5780 491 83 62 42 74 131 406 87 1245 557 145 95 43 322 8909 1864 1814 6362 830 4097 internal_value=-0.00128245 -0.000665725 -0.00283535 -0.000431734 -0.000210687 -0.000924701 0.000159395 -0.00111211 -0.00210764 0.000410954 0.00209364 0.00511488 0.0116701 -0.000223777 -0.000845071 -0.00110774 0.00218249 0.00031111 -0.00367429 -0.00204317 0.000714285 0.00730742 0.0125957 0.00323716 0.000321553 0.000619462 0.0009549 0.000290606 0.00175467 0.00247047 internal_weight=84473 67157 11643 2937 55514 18951 36563 6039 4608 30524 1431 531 97 13442 2840 2766 537 900 17316 2085 840 283 188 409 29656 20747 14967 8176 6791 4927 internal_count=84473 67157 11643 2937 55514 18951 36563 6039 4608 30524 1431 531 97 13442 2840 2766 537 900 17316 2085 840 283 188 409 29656 20747 14967 8176 6791 4927 is_linear=0 shrinkage=0.04 Tree=175 num_leaves=31 num_cat=0 split_feature=28 23 23 30 29 28 34 33 30 2 14 24 7 30 14 30 0 28 24 30 21 11 1 14 22 13 20 3 9 22 split_gain=78.0599 25.7394 20.4534 21.2964 12.7334 9.42146 6.72205 6.57404 6.26581 11.8814 8.75497 7.25966 6.01541 5.84736 5.7206 4.39336 6.85564 4.06191 4.0493 4.02658 3.88168 3.87541 3.68322 5.0207 3.81114 3.68313 3.6725 3.65492 3.55528 3.47122 threshold=16774.535920318976 -908.86450000000048 148.04674999999955 330.28134992691815 14599.546479566083 19390.206085185499 21344.857500000002 13730.251250000001 499.11774944669639 4.5000000000000009 -0.57077231802681661 797.79600000000039 1.0000000180025095e-35 250.60493373101357 1.0000000180025095e-35 66.029477586038738 20.500000000000004 19593.790920186028 223.56450000000044 270.65698617871618 18825.528500000004 -0.8783796973249266 1.5000000000000002 -0.18493013702746822 16049.158750000002 -0.8781231054254196 20315.886500000004 143.50000000000003 -0.91597561503675329 19839.195000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 7 -5 -2 15 -4 9 10 18 -12 -11 -9 -10 -3 -17 -18 -6 26 21 28 23 24 -15 -16 -19 -20 -8 -13 right_child=1 6 3 4 8 -7 20 13 14 12 11 29 -14 22 25 16 17 19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-13.303448404595896 -7.3946543579509942 -1.0961888352430484 -9.1021157644929822 -9.5773016498337551 8.7346802025580512 -0.24966348317304624 1.3953155309570784 -2.5539681378531442 -0.063899293098580376 -1.8462030046049998 1.5480247121368087 12.071991474074675 2.5359217139383139 3.5896707984021026 12.014345183973179 -0.042656584509258577 -8.03512652470957 1.367620254058626 10.660127422441194 -4.2228485808089014 0.0013351758416544563 0.67237159796330004 -0.054709178127350412 2.5676854401579634 13.330183963927384 7.418393874822125 2.6993674397960934 5.7513382902863261 -0.57090405095483054 1.0703784376249141 leaf_weight=19231 4867 4092 3550 484 36 2298 199 1267 492 242 174 57 125 22 24 12157 1505 213 26 275 27110 3856 240 169 40 61 30 47 1564 20 leaf_count=19231 4867 4092 3550 484 36 2298 199 1267 492 242 174 57 125 22 24 12157 1505 213 26 275 27110 3856 240 169 40 61 30 47 1564 20 internal_value=-0.00127203 -0.000454287 -0.00308009 -0.00124138 0.00253244 -0.00269923 -0.0001389 -0.0025174 0.00458896 0.00705915 0.0122222 0.00811155 0.00199455 -0.000501727 0.0014766 -0.000753504 -0.000420311 -0.00257637 0.0216881 0.000478764 0.000204222 0.00116106 0.00330361 0.00690909 0.0166452 0.0110588 0.00423045 0.016274 -0.000392514 0.0183377 internal_weight=84473 58166 26307 7076 1788 7165 51001 5288 1304 727 360 251 367 1738 577 18272 14180 2023 109 518 32729 5619 471 231 62 85 243 73 1763 77 internal_count=84473 58166 26307 7076 1788 7165 51001 5288 1304 727 360 251 367 1738 577 18272 14180 2023 109 518 32729 5619 471 231 62 85 243 73 1763 77 is_linear=0 shrinkage=0.04 Tree=176 num_leaves=31 num_cat=0 split_feature=28 10 34 30 17 0 1 24 28 30 31 24 28 10 1 29 0 14 28 18 23 32 30 13 28 14 31 25 27 25 split_gain=78.6295 41.74 14.2566 9.10745 16.1592 8.68891 10.6169 8.29182 6.77531 8.82834 5.54213 4.89067 9.1632 4.8731 7.07665 5.93441 4.84245 4.43962 4.68139 3.57997 3.79897 3.57018 3.77782 3.52792 3.47332 3.81029 3.3751 3.3173 3.1684 3.12843 threshold=15610.601003120735 0.78656609248549303 23746.230000000003 133.41782131142426 17299.961250000004 19.500000000000004 1.0000000180025095e-35 -1061.9399999999985 17008.187519171075 213.12106874355172 21211.594093750002 -2207.8775000000001 17802.98248435817 0.1294095225512602 1.0000000180025095e-35 15524.56852853386 14.500000000000002 -0.34234976856068178 21422.717442394216 19750.331750000005 713.50449999999921 2425.4169288189419 32.613747279488017 0.79904096188274243 19421.760309143268 -0.98212955754013376 22749.580729166668 3293.5790000000011 391.85999999999882 -741.19374999999934 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 3 24 4 -2 8 17 11 9 -5 -8 26 -13 14 -11 -15 -10 18 -7 20 -18 22 -6 -9 -3 -26 -4 -1 -17 -27 right_child=1 2 7 5 21 6 10 23 16 13 -12 12 -14 15 -16 28 19 -19 -20 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31 leaf_value=-24.572622544975047 -3.4548702405900507 -10.331306068440631 -2.296766150221035 -0.68354390782926233 -1.0514961610328817 1.9963078285941525 -3.7538402957206087 1.1609947703379675 -0.035790581222570193 5.5436080851188958 0.3176485049824046 -0.57681652974583086 1.2991419165418541 6.3908662497686048 0.71670289031046208 3.6299884107158609 2.1371914853342542 0.2527712775927986 8.0903298415794911 0.29033758449000036 -1.0283377829859432 0.078470728152441244 -0.19989606495070475 2.691972269269153 3.4567485931410902 7.1566678582822201 0.40080479719458711 6.5883529675841821 0.30216657731945878 -1.8617917519819855 leaf_weight=16621 4577 8200 1649 1137 2461 276 3503 55 14323 437 709 650 435 101 1174 368 1934 901 30 3243 291 10979 9244 23 39 20 266 29 249 549 leaf_count=16621 4577 8200 1649 1137 2461 276 3503 55 14323 437 709 650 435 101 1174 368 1934 901 30 3243 291 10979 9244 23 39 20 266 29 249 549 internal_value=-0.00126066 -0.000656003 -0.00280868 -0.000198581 -0.000722058 0.000299064 -0.00114339 -0.000465238 0.000635163 0.00226659 -0.00209117 -0.000800001 0.00134562 0.00367711 0.00245562 0.00641783 0.000349451 0.00216404 0.0063268 0.00136211 0.00259775 -0.000284607 -0.000770612 0.0124103 -0.00362761 -0.000710527 -0.00201567 -0.00372372 0.00494651 -0.00153954 internal_weight=84473 67823 11886 55937 27261 28676 5419 3078 23257 3466 4212 3000 1085 2329 1611 718 19791 1207 306 5468 2225 22684 11705 78 8808 608 1915 16650 617 569 internal_count=84473 67823 11886 55937 27261 28676 5419 3078 23257 3466 4212 3000 1085 2329 1611 718 19791 1207 306 5468 2225 22684 11705 78 8808 608 1915 16650 617 569 is_linear=0 shrinkage=0.04 Tree=177 num_leaves=31 num_cat=0 split_feature=28 10 34 2 15 24 30 10 10 23 14 27 1 30 0 24 28 24 21 32 0 16 31 19 26 18 30 14 28 14 split_gain=76.552 40.4836 14.5218 8.94275 8.85172 7.99335 6.51672 5.98331 5.84312 5.59373 4.66026 6.09115 4.59252 4.45597 5.16755 4.38632 8.72834 4.18825 4.10675 4.02963 3.90998 3.82441 3.63875 3.8536 3.47771 3.47744 7.30389 6.45719 3.31338 3.83244 threshold=15610.601003120735 0.78656609248549303 23746.230000000003 4.5000000000000009 15577.505000000003 -1097.3209999999979 56.483178587018045 0.1294095225512602 -0.78656609248549325 322.82549999999907 -0.099822328936730861 -232.10000000000034 2.5000000000000004 282.20627341816379 7.5000000000000009 -2207.8775000000001 17849.101794540828 2281.2812500000005 17513.536250000001 1828.6001769454499 16.500000000000004 16335.105000000001 22553.867864583339 17416.125500000006 25.872500000000404 15577.427750000001 547.12667486166038 -0.40613878790836594 19390.206085185499 -0.98212955754013376 decision_type=2 2 2 2 2 2 2 2 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 28 4 18 15 -5 8 17 10 -10 21 -6 -11 -15 22 -17 -8 25 -13 -14 -12 -4 -24 -7 26 27 -2 -3 -30 right_child=1 2 5 6 12 24 7 -9 9 13 11 19 20 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-23.431113356034068 7.9586845144402734 -10.01033159256837 -2.3006474594896864 -2.4835353070961133 0.12868196637879328 1.3466055069524256 -1.3885313682069242 -2.5436919417019506 -0.2925653504235608 -1.6709474189528921 5.7515577523084964 5.4097891792844095 -0.099908734465248672 -0.9417270562002773 1.158071935897973 -0.6598182112108133 1.2801900881093944 2.1841741987921437 0.98690888635228846 2.2864443733849034 -1.1436082849420688 -1.6588791053322967 2.5838627039140118 0.066236458559581296 0.8391770819984945 0.11971191151381362 2.5971230113458463 5.9235709042786491 3.1956900255387315 -1.5534325984417672 leaf_weight=16650 42 8160 1546 2802 31379 38 2778 2879 694 1481 34 85 7533 386 846 658 404 43 319 833 3118 361 25 344 63 88 142 94 44 604 leaf_count=16650 42 8160 1546 2802 31379 38 2778 2879 694 1481 34 85 7533 386 846 658 404 43 319 833 3118 361 25 344 63 88 142 94 44 604 internal_value=-0.00125498 -0.000658362 -0.0027784 -0.000207878 7.35095e-05 -0.000413256 -0.00111693 -0.000656431 -6.41834e-05 0.000796609 0.00239761 0.00379893 -9.53674e-10 -0.000387764 0.00138961 -0.000788714 0.00127307 -0.00150443 0.00458394 0.00558606 -0.00071768 -0.000354431 -0.00193212 0.00163686 0.0106535 0.00747541 0.00966906 0.0162941 -0.00360491 -0.000851853 internal_weight=84473 67823 11886 55937 42715 3078 13222 10420 7541 4720 2007 1313 42030 2713 1232 2977 1062 2821 685 918 10651 395 1915 369 101 366 278 136 8808 648 internal_count=84473 67823 11886 55937 42715 3078 13222 10420 7541 4720 2007 1313 42030 2713 1232 2977 1062 2821 685 918 10651 395 1915 369 101 366 278 136 8808 648 is_linear=0 shrinkage=0.04 Tree=178 num_leaves=31 num_cat=0 split_feature=28 23 23 30 29 28 20 30 14 24 34 14 33 14 14 14 28 0 28 36 1 30 14 28 21 16 14 10 22 30 split_gain=75.7344 24.6309 20.739 22.2558 17.1909 10.1645 7.18781 12.4172 13.9469 6.79224 6.67917 5.76649 5.59604 6.93852 5.52002 4.09029 4.05227 3.79443 9.24946 4.48013 4.69353 4.12747 4.04239 7.92339 3.70879 3.60519 3.75349 3.15314 5.72716 4.61352 threshold=16731.727185866395 -908.86450000000048 120.82000000000245 301.08702806566458 14599.546479566083 19170.71226787673 17224.997500000001 499.11774944669639 -0.40613878790836594 776.70049999999912 20494.820000000003 1.0000000180025095e-35 14653.730500000001 -0.62587551141915865 0.81800285027139286 0.76556758748011056 15963.070109537932 3.5000000000000004 17802.98248435817 3231.5330615203729 1.0000000180025095e-35 129.44474286716482 0.26659387353423869 17237.655672342295 15915.234000000002 20639.471250000006 0.47369649395226454 0.60355339059327384 19839.195000000003 67.076844074128658 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 5 -1 12 -5 -2 7 8 16 -10 27 -9 -4 24 -13 -8 -6 18 22 20 -20 -22 23 -12 -14 -7 -27 29 -29 -3 right_child=1 10 3 4 6 25 15 11 9 -11 17 14 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-12.978063514981507 -7.2309656843476358 -2.0714222100734032 -7.6809131137658255 -9.9773863946051389 9.6374755106443999 5.8610001900887729 0.49052939700353748 -0.059514812400555311 1.4989087727978545 10.644530330052559 -0.33920289431582057 16.204546828491981 2.1698193238254362 -0.3072317067996686 -4.8876597986404793 4.3266858211428465 3.7163229150909576 0.0023496924938135101 -0.24705654244634365 0.5887251412241874 1.6056422511675652 0.79069691587104607 -0.15160073074870892 2.5362591309921276 6.4315238664417214 -2.9061394332487218 0.085672111064506146 -7.1094292498653235 2.1867065167548807 -0.24904948012794051 leaf_weight=18545 4627 1952 4416 665 102 62 653 321 175 70 77 42 28 814 24 58 37 40443 43 200 105 54 1061 62 24 901 1646 1281 80 5905 leaf_count=18545 4627 1952 4416 665 102 62 653 321 175 70 77 42 28 814 24 58 37 40443 43 200 105 54 1061 62 24 901 1646 1281 80 5905 internal_value=-0.00123699 -0.000438914 -0.00303442 -0.00124862 0.00218537 -0.00262355 0.00458299 0.00725811 0.0123542 0.00661224 -0.000130543 0.00220155 -0.00264445 0.000295611 0.0129697 0.00168214 0.0224748 8.32432e-05 0.00199251 0.00724378 0.0114455 0.0146164 0.000233332 0.00664748 0.0144615 -0.000627061 -0.000859051 -0.00110566 -0.00288318 -0.000797761 internal_weight=84473 58499 25974 7429 2147 7236 1482 771 384 245 51263 387 5282 866 66 711 139 42045 1602 402 202 159 1200 139 52 2609 2547 9218 1361 7857 internal_count=84473 58499 25974 7429 2147 7236 1482 771 384 245 51263 387 5282 866 66 711 139 42045 1602 402 202 159 1200 139 52 2609 2547 9218 1361 7857 is_linear=0 shrinkage=0.04 Tree=179 num_leaves=31 num_cat=0 split_feature=28 10 31 30 15 23 0 28 0 28 35 1 0 0 31 30 30 14 24 34 27 20 23 23 17 30 31 20 10 10 split_gain=75.1815 41.4108 14.5021 9.17924 14.4352 9.0852 6.06451 6.49527 6.42953 5.78941 6.81046 5.19407 9.14117 9.27283 5.48984 4.96974 7.04372 10.3958 7.84112 5.485 4.94716 4.92806 4.33976 4.26457 4.22047 4.14004 4.52761 6.35166 4.1199 9.43383 threshold=15528.768834958275 0.78656609248549303 20754.138080729168 88.20997262289427 19750.331750000005 -468.55250000000063 6.5000000000000009 17509.054711704888 3.5000000000000004 17162.107960079811 20583.320848214291 1.0000000180025095e-35 19.500000000000004 14.500000000000002 20956.367174479172 178.70661062287789 499.11774944669639 -0.40613878790836594 981.66300000000058 19331.186250000002 70.346250000000524 17704.462500000005 298.62100000000106 53.9617500000004 20238.008500000004 561.02947301335178 22325.084593750005 17224.997500000001 -0.9159756150367534 -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 3 -3 4 -2 25 7 15 -9 -7 -11 28 13 -13 -14 -5 17 21 19 -19 -21 23 24 -17 -15 26 -4 -28 -8 -30 right_child=1 2 5 6 -6 9 11 8 -10 10 -12 12 14 22 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-24.525807476373899 -1.9542042697695914 -8.3868725873065451 -1.5283462451453858 0.11767312449146021 -0.021286291448055134 -0.27112754169409681 1.6783793844460684 3.1228559431296294 -0.20785074592931435 2.486063766016481 0.66208181752832107 -0.59086297160346435 -3.8225657521886718 2.1662130492414109 0.23291575607789564 0.19800567020528406 0.71652455193541598 8.0904680065755024 16.256862045087502 4.1446386095509835 0.98236563334650462 -1.2855932024088463 -0.061037218699744815 7.7497278603042297 0.52353692978781841 3.628347762499188 2.1147340528531622 -0.13851355505878446 -6.3691807214595233 0.64365852132720369 leaf_weight=15984 6773 8792 2353 995 11762 121 1097 31 2399 60 139 12206 3780 2012 867 21 908 34 25 126 875 22 2578 112 2709 77 122 501 1132 5860 leaf_count=15984 6773 8792 2353 995 11762 121 1097 31 2399 60 139 12206 3780 2012 867 21 908 34 25 126 875 22 2578 112 2709 77 122 501 1132 5860 internal_value=-0.00122704 -0.000650558 -0.00276696 -0.000193453 -0.00092258 -0.000537208 0.000164174 0.00138572 -0.00016461 0.005875 0.0100704 -4.60293e-05 -0.000339849 3.99888e-05 -0.00193415 0.00259397 0.00368723 0.00567901 0.00426415 0.00372947 0.00319281 0.0153548 0.00116783 0.0182556 0.00188858 -0.0012093 -0.00144624 0.00158587 0.000831251 0.000473683 internal_weight=84473 68489 12165 56324 18535 3373 37789 5548 2430 320 199 32241 24152 19505 4647 3118 2123 1215 1060 1035 1001 155 7299 133 4721 3053 2976 623 8089 6992 internal_count=84473 68489 12165 56324 18535 3373 37789 5548 2430 320 199 32241 24152 19505 4647 3118 2123 1215 1060 1035 1001 155 7299 133 4721 3053 2976 623 8089 6992 is_linear=0 shrinkage=0.04 end of trees feature_importances: ema_4step=947 rolling_std_4step=859 hour=508 diff_1h=366 quarter=296 diff_2h=233 cos_hour=210 cos_day_of_year=187 lag_7d=173 sin_hour=145 lag_1h=143 rolling_max_24h=130 acceleration_1h=129 rolling_min_24h=128 lag_2h=105 sin_day_of_year=101 day_of_week=97 lag_24h=94 rolling_mean_24h=94 lag_14d=59 lag_4h=52 ema_12step=51 day_of_year=48 diff_24h=43 rolling_mean_7d=40 lag_48h=38 rolling_std_7d=37 rolling_std_24h=31 lag_3h=29 is_morning_peak=12 diff_7d=8 sin_day_of_week=7 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: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_device_id_list: ] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]