tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=66 objective=regression feature_names=hour day_of_week day month season hour_sin hour_cos day_of_week_sin day_of_week_cos day_sin day_cos month_sin month_cos season_sin season_cos part_of_day is_working_hours is_weekend exact_1 mean_1 median_1 std_1 min_1 max_1 exact_3 mean_3 median_3 std_3 min_3 max_3 exact_6 mean_6 median_6 std_6 min_6 max_6 exact_12 mean_12 median_12 std_12 min_12 max_12 exact_24 mean_24 median_24 std_24 min_24 max_24 exact_48 mean_48 median_48 std_48 min_48 max_48 exact_96 mean_96 median_96 std_96 min_96 max_96 exact_192 mean_192 median_192 std_192 min_192 max_192 type feature_infos=[0:23] [0:6] [1:31] [1:12] [0:3] [-0.99766876919053926:0.99766876919053915] [-0.99068594603633064:1] [-0.86602540378443849:0.86602540378443871] [-1:1] [-0.99871650717105276:0.99871650717105276] [-0.99486932339189504:1] [-1:1] [-1:1] [-0.86602540378443849:0.86602540378443871] [-0.50000000000000044:1] [0:3] 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6311 8980 6226 7720 6821 6359 5793 6669 5674 6110 6940 3640 4279 5420 5504 6258 4442 3877 5126 7250 5708 3761 4620 4558 4049 7379 7450 6986 6859 6874 5687 3725 3886 7378 5713 6400 7998 4434 5067 6054 7548 5847 3898 6467 4784 4991 5654 7569 4423 5467 5735 5202 7214 6624 4440 5810 6920 4610 3811 4053 3718 4075 2824 2503 4032 3527 3712 3408 3121 6793 3106 4162 4573 6086 2553 7330 5227 6964 2753 4558 3483 4901 3879 3813 3487 6931 7513 4120 4597 2658 3493 8350 6175 3154 2410 3281 5793 3722 2393 3925 6904 3770 6960 2547 4836 3398 4704 3450 2461 3106 2478 6393 2675 4884 3517 3582 2827 3281 3096 2751 4423 4133 7570 3495 7195 4137 4158 2555 2372 4682 4121 5458 3874 2819 7718 4185 7199 2834 2654 3003 2822 2199 2737 3621 2999 3006 2725 3922 4261 2479 4542 4248 3004 3995 2760 4150 4384 2039 2209 1939 1855 3995 2444 2945 4360 3353 2442 2983 5208 4690 3988 3528 3013 4154 4061 3260 2469 2475 2745 2207 2739 2191 4172 4841 5342 3156 2458 3636 2271 2662 3297 1932 3742 2472 2390 4696 4300 2641 2938 4409 3440 3718 3800 2630 3549 2863 2190 1758 1750 3001 3054 2740 2474 3797 3002 Tree=0 num_leaves=72 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 27 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=2.41671e+06 984998 206689 37082.7 26676.7 26137.2 6457.42 3898.58 3585.85 3279.26 2885.74 2682.12 1065.07 897.397 853.963 495.815 473.037 458.363 429.567 428.711 375.249 365.788 365.694 312.884 135.9 131.569 122.102 110.439 96.7971 66.1842 63.6897 53.1618 48.0554 43.8286 43.0999 42.1635 42.1142 41.5712 40.8923 38.8973 38.3732 37.3969 35.8159 34.6753 24.2788 23.1065 16.5207 15.1172 13.3591 11.1158 9.06132 8.38117 5.26626 4.26134 4.25241 3.74034 3.34681 3.08543 2.89269 2.5322 2.49567 2.28057 2.20539 1.81454 1.74881 1.35027 1.20255 0.687137 0.46494 0.437269 0.366913 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.24200000000201 55.805000000011212 30.172000000000484 40.453500000014181 21.030999999988129 9.4535000000123564 13.632999999997994 50.780999999988133 8.7030000000122545 63.020999999997009 32.921500000000385 27.820500000010728 38.187500000000007 15.015499999999976 23.398500000000016 42.655999999999047 12.382500000000165 10.257499999999938 18.844000000011878 8.3129999999982847 9.0630000000128366 48.83649999999944 53.085999999999338 58.65649999999733 36.609499999998668 31.811999999987169 15.938000000009199 11.765499999999976 22.242500000000295 10.770000000004076 26.765999999999625 28.882499999999713 7.7579999999998117 33.905999999999047 14.273500000000015 9.8230000000112359 19.890500000000433 24.655999999988129 13.015499999999522 44.594000000011881 17.905999999988129 8.9069999999996998 9.2574999999999381 8.5154999999995216 0.55065317275277093 39.164000000000676 8.1559999999881274 10.007500000003349 12.046999999988659 9.6329999999998126 10.510500000000322 11.461000000000697 16.405999999988129 15.561999999990805 12.757499999999711 13.265500000000431 9.186999999987167 41.58849999999439 8.8205000000107265 11.007500000003349 14.640500000000431 13.890999999999623 8.0155000000004311 8.4455000000120908 8.6300000000001109 8.9925000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 12 16 17 23 13 21 26 24 28 30 35 29 39 33 62 32 40 45 37 46 -5 -14 -8 -4 -9 58 56 -11 55 -6 -18 49 -17 66 54 -25 -21 59 -22 -2 63 61 68 -3 -19 67 -42 -34 -12 -24 -7 -33 -20 -23 -45 -27 -10 -15 -36 -41 -13 -39 -26 -50 -48 right_child=2 5 3 6 7 11 14 15 20 19 22 18 27 25 -16 38 36 50 31 42 44 43 34 41 48 47 -28 -29 -30 -31 -32 57 53 -35 64 -37 -38 51 -40 65 52 -43 -44 60 -46 -47 70 -49 69 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 leaf_value=1.0069029623109291 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93 128 1274 570 264 612 388 259 127 156 229 219 1411 97 1287 314 162 198 474 707 1070 1095 is_linear=0 shrinkage=1 Tree=1 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 27 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=2.36438e+06 963663 202214 34473.1 27725.3 25571.3 5723.26 3955.97 3844.59 3633.52 2823.25 2624.06 877.953 835.52 780.811 532.079 474.607 462.57 422.389 420.269 391.035 381.973 357.867 357.776 132.955 128.718 108.057 94.7308 64.7593 62.5874 52.7301 52.011 47.014 43.9342 42.3828 42.3089 42.1663 40.67 40.6671 38.055 37.5417 36.4284 35.2648 33.9237 33.5762 30.1914 16.9593 16.1625 14.8295 13.0691 10.8734 8.19871 5.15191 4.87286 4.19082 4.15991 3.65897 3.27393 3.01827 2.82962 2.55556 2.47689 2.44099 1.90739 1.77483 1.71037 1.32051 1.17568 0.671622 0.552124 0.459786 0.434661 0.358523 0.154536 0.0101518 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537 686 9607 1614 7723 93 250 318 317 367 359 643 220 327 971 1884 3144 4579 126 69 187 196 121 283 523 190 184 169 702 124 1367 360 1182 183 152 448 165 131 131 2382 2197 1777 93 1274 570 111 264 612 388 259 127 156 1213 229 219 111 1287 314 162 198 474 99 707 1070 1095 106 800 internal_count=180704 178453 2251 880 1371 11221 343 685 537 686 9607 1614 7723 93 250 318 317 367 359 643 220 327 971 1884 3144 4579 126 69 187 196 121 283 523 190 184 169 702 124 1367 360 1182 183 152 448 165 131 131 2382 2197 1777 93 1274 570 111 264 612 388 259 127 156 1213 229 219 111 1287 314 162 198 474 99 707 1070 1095 106 800 is_linear=0 shrinkage=0.01089 Tree=2 num_leaves=72 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=2.28008e+06 947668 194795 34638.7 25258.8 24828.4 6128.34 3605.17 3386.24 3142.98 2760.15 2615.87 1004.57 852.112 793.855 469.238 455.537 444.165 408.208 406.646 370.223 361.259 353.025 305.311 129.203 125.371 124.847 99.3413 90.4069 66.1037 48.2894 45.4996 41.4518 41.3742 41.089 39.7091 39.2414 39.128 38.8135 38.4057 36.8375 35.9014 35.2912 35.1768 34.5581 22.7307 22.3682 16.0194 14.5453 12.6182 10.8002 8.11165 5.17126 4.76986 4.41017 4.23241 3.94232 3.63782 3.35346 3.16228 2.59938 2.18219 1.70781 1.55522 1.53649 1.21173 0.707032 0.459248 0.453528 0.329872 0.00593558 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 11.24200000000201 25.655999999988129 55.805000000011212 30.172000000000484 40.453500000014181 21.030999999988129 9.4535000000123564 13.773500000000015 50.780999999988133 8.7030000000122545 63.020999999997009 32.562000000001724 27.820500000010728 37.781000000002685 23.398500000000016 12.382500000000165 42.655999999999047 15.219000000011876 10.257499999999938 18.844000000011878 8.3129999999982847 9.0630000000128366 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261 1348 181 345 1211 156 168 160 163 166 122 2428 2153 1778 89 1259 576 275 635 232 260 392 102 264 162 1368 1285 312 156 189 467 1143 1079 699 785 792 is_linear=0 shrinkage=0.01089 Tree=4 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=2.19662e+06 905186 189876 33027.6 24192.8 23840.6 5816.61 3547.35 3193.7 3024.21 2646.56 2432.74 990.865 817.007 782.772 458.714 443.233 413.697 412.231 394.269 353.754 335.884 335.4 287.146 122.879 120.046 113.173 96.5889 75.646 66.3107 58.1818 57.6854 45.1448 44.3833 39.6034 38.141 37.1116 36.9039 36.832 35.6411 34.0709 33.8583 33.4288 22.8714 21.5536 19.7888 15.3 13.9408 12.2531 10.2648 7.92686 7.32843 4.90423 4.44837 4.10873 4.10667 3.89931 3.89836 3.33393 3.09329 2.43755 2.38413 1.62353 1.47051 1.19141 1.16952 0.724454 0.491908 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168 1343 126 144 2432 2159 1775 133 1218 570 101 630 261 392 125 265 124 240 154 116 219 1366 1295 311 162 195 1137 1077 698 788 793 is_linear=0 shrinkage=0.01089 Tree=7 num_leaves=72 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=2.06203e+06 846299 177402 30888.8 23121.5 22269.2 5028.61 3732.95 3343.94 2887.85 2459.83 2297.86 755.922 704.594 628.87 525.042 423.249 410.884 371.742 364.011 362.071 318.238 314.408 285.733 113.331 111.389 94.8575 79.6933 57.5029 54.7235 46.1073 43.6223 42.4366 40.315 36.8908 34.3595 33.8352 33.7525 33.4117 33.2841 32.6376 32.1899 31.6449 31.1513 30.7537 26.0625 20.724 15.0641 12.5056 11.2571 5.61305 4.4918 4.06864 3.84037 3.64705 3.17876 2.9949 2.85198 2.75352 2.50287 2.02798 1.83696 1.61875 1.56687 1.43258 1.23602 0.499427 0.467796 0.445709 0.0283257 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1295 311 154 1137 1077 698 788 793 internal_count=180802 178539 2263 905 1358 11232 333 572 682 676 9612 1620 7709 91 242 346 314 368 333 635 226 985 1903 343 4591 3118 68 115 183 188 123 382 526 165 703 158 253 180 171 1200 131 188 127 459 168 1343 172 2432 2159 1775 1218 570 228 630 261 392 103 125 265 240 219 156 1366 1295 311 154 1137 1077 698 788 793 is_linear=0 shrinkage=0.01089 Tree=8 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.9934e+06 827728 173448 29790.1 22446.6 21826.9 4572.97 3473.58 3243.46 2787.83 2397.28 2223.34 700.204 668.022 631.328 511.245 475.202 373.22 368.257 346.072 332.639 324.904 307.96 278.944 110.151 97.4006 91.0568 81.8113 58.4629 50.6678 49.2377 43.833 43.7333 42.2677 39.6818 37.5189 36.1693 36.0307 32.6116 32.0836 30.5604 29.8048 29.7483 28.1535 26.6798 17.1537 16.0101 13.5186 11.1474 9.044 5.40973 5.32214 5.06989 4.40662 3.16859 2.72675 2.72488 2.72158 2.71238 2.591 2.39694 2.13951 1.41541 1.34496 1.31542 1.16904 0.895806 0.601915 0.471308 0.439316 0.391525 0.0514891 0.0379731 0.0157794 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.132499999999938 55.805000000011212 40.828499999999629 30.507499999999713 21.030999999988129 13.632999999997994 9.3904999999977026 8.7030000000122545 51.437500000000007 63.020999999997009 28.13249999999994 38.187500000000007 12.257999999999813 23.030999999988129 15.015499999999976 43.530999999988133 32.921500000000385 10.187500000000002 19.163999999999991 8.3129999999982847 9.031999999999643 49.406000000002685 58.65649999999733 26.765999999999625 36.609499999998668 24.187500000003642 15.938000000009199 12.882999999999813 45.156499999999149 11.664000000002945 18.242500000000295 10.63300000000004 9.7030000000122545 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53 186 80 408 867 71 23 108 109 57 71 171 45 138 83 155 229 76 81 93 47 76 71 432 80 62 490 752 760 232 112 220 99 123 100 52 52 201 175 93 56 263 559 69 140 105 581 333 293 369 249 559 50 leaf_count=167083 59 23 71 77 109 135 46 50 78 61 86 303 801 50 21 99 81 141 86 61 73 53 186 80 408 867 71 23 108 109 57 71 171 45 138 83 155 229 76 81 93 47 76 71 432 80 62 490 752 760 232 112 220 99 123 100 52 52 201 175 93 56 263 559 69 140 105 581 333 293 369 249 559 50 internal_value=0 -0.00407355 0.32275 0.441121 0.2452 0.0864322 0.522167 0.391918 0.28935 0.20065 0.122504 0.0800412 0.0773486 0.497617 0.588864 0.269214 0.369577 0.112498 0.223018 0.139336 0.425593 0.317575 0.0903129 0.178664 0.0734039 0.0801382 0.48254 0.572045 0.257802 0.357275 0.232896 0.148489 0.119051 0.438596 0.106087 0.170213 0.0960267 0.0870703 0.330651 0.28294 0.132145 0.520511 0.306578 0.384092 0.071039 0.209464 0.19042 0.0816956 0.075184 0.0784425 0.0715308 0.122034 0.0887562 0.0660978 0.109202 0.115538 0.153541 0.410461 0.093713 0.0987338 0.144432 0.165895 0.0849878 0.0790298 0.135793 0.103122 0.129036 0.0826303 0.0759063 0.0740636 0.0808843 0.0880394 0.0721098 0.23827 internal_weight=0 178312 2241 887 1354 11229 335 552 680 674 1690 9539 7558 245 90 397 332 1060 334 630 220 283 1981 340 3131 4427 148 69 217 180 193 277 524 118 536 198 717 1264 129 180 353 97 154 152 1345 141 142 2307 1786 2120 1223 283 698 122 261 241 123 102 387 330 154 115 566 1319 162 275 191 1071 1085 701 1236 478 791 107 internal_count=180553 178312 2241 887 1354 11229 335 552 680 674 1690 9539 7558 245 90 397 332 1060 334 630 220 283 1981 340 3131 4427 148 69 217 180 193 277 524 118 536 198 717 1264 129 180 353 97 154 152 1345 141 142 2307 1786 2120 1223 283 698 122 261 241 123 102 387 330 154 115 566 1319 162 275 191 1071 1085 701 1236 478 791 107 is_linear=0 shrinkage=0.01089 Tree=9 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.95024e+06 809800 169693 29145.4 21960.4 21354.3 4474.18 3398.43 3173.26 2727.46 2345.5 2175.2 685.033 653.649 617.711 500.177 464.916 387.875 360.284 325.428 318.413 317.881 301.292 272.901 107.763 95.2909 83.4183 80.0621 57.1954 54.6255 49.5648 48.1739 42.8843 41.3577 40.2725 38.822 36.7039 35.3856 35.2502 31.6079 31.3885 30.1265 27.5434 26.0995 16.7802 15.6633 13.2254 10.9053 8.87018 7.87032 5.29225 4.95968 4.35191 4.0592 3.0995 2.69438 2.66557 2.66003 2.65312 2.53436 2.34377 2.09244 1.43132 1.38437 1.14319 1.11749 0.747945 0.588423 0.472645 0.432641 0.382733 0.0499185 0.0366801 0.0146126 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.132499999999938 55.805000000011212 40.828499999999629 30.507499999999713 21.030999999988129 13.561999999987167 9.3904999999977026 8.7030000000122545 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0.085491 0.516483 0.387651 0.2862 0.198465 0.12117 0.0791696 0.0765063 0.4922 0.582456 0.266283 0.365553 0.136948 0.22059 0.42096 0.110727 0.314118 0.0893295 0.176719 0.0726046 0.0792655 0.510602 0.565819 0.254995 0.305191 0.353386 0.23036 0.146872 0.433821 0.129999 0.104932 0.16836 0.0949811 0.0861222 0.117179 0.27986 0.473863 0.379911 0.0702655 0.207184 0.188347 0.080806 0.0743653 0.0775883 0.329891 0.0707519 0.0877897 0.133632 0.0653782 0.108013 0.11428 0.151869 0.405993 0.0926925 0.0976587 0.14286 0.164089 0.12008 0.0840624 0.101999 0.0769212 0.126425 0.0817305 0.0750797 0.0732571 0.0800035 0.0870807 0.0713246 0.235676 internal_weight=0 178312 2241 887 1354 11229 335 552 680 674 1690 9539 7558 245 90 397 332 673 334 220 1017 283 1981 340 3131 4427 122 69 217 181 180 193 277 118 396 536 198 717 1264 481 180 123 152 1345 141 142 2307 1786 2120 102 1223 698 196 122 261 241 123 102 387 330 154 115 240 566 275 1181 200 1071 1085 701 1236 478 791 107 internal_count=180553 178312 2241 887 1354 11229 335 552 680 674 1690 9539 7558 245 90 397 332 673 334 220 1017 283 1981 340 3131 4427 122 69 217 181 180 193 277 118 396 536 198 717 1264 481 180 123 152 1345 141 142 2307 1786 2120 102 1223 698 196 122 261 241 123 102 387 330 154 115 240 566 275 1181 200 1071 1085 701 1236 478 791 107 is_linear=0 shrinkage=0.01089 Tree=10 num_leaves=74 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 34 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=1.94026e+06 793930 167080 29303.6 21368.2 21100.5 5110.85 3073.94 2909.28 2702.15 2420.98 2057.44 849.087 749.363 638.969 482.179 381.028 345.187 313.289 311.49 302.099 298.496 281.496 254.479 149.19 120.504 108.722 81.5113 54.5251 48.83 39.6045 36.2466 36.0285 34.7373 33.4529 33.2468 31.2796 31.1148 30.5434 30.2129 29.926 29.8734 29.4113 28.4967 24.8421 20.3382 16.4688 14.5444 14.1404 10.6582 10.3596 6.69439 4.3769 3.3705 2.92297 2.65795 2.34506 2.11373 1.99076 1.97769 1.93531 1.83008 1.70771 1.70007 1.50701 1.25174 1.22438 0.967684 0.629399 0.492493 0.470783 0.412862 0.0559223 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.257500000003349 55.805000000011212 30.507499999999713 40.453500000014181 21.030999999988129 9.5079999999998126 13.773500000000015 50.218499999999047 8.7030000000122545 63.020999999997009 28.13249999999994 37.781000000002685 23.398500000000016 32.921500000000385 12.507499999999711 42.655999999999047 15.219000000011876 10.312500000000002 19.163999999999991 52.155999999988133 9.0785000000014424 8.3129999999982847 58.65649999999733 26.765999999999625 48.061999999987172 11.882499999999711 22.242500000000295 10.770000000004076 18.242500000000295 7.7579999999998117 16.155999999988129 29.453500000012358 39.164000000000676 24.655999999988129 13.148999999999662 36.609499999998668 14.405999999988127 34.437499999985455 31.811999999987169 9.8830000000016316 44.594000000011881 9.2969999999997999 20.210999999999334 8.9069999999996998 8.5154999999995216 7.5309999999881265 8.1559999999881274 11.562500000000002 9.7030000000122545 10.062500000000002 12.218999999999143 11.007500000003349 15.561999999990805 12.882999999999813 13.398499999999332 10.510500000000322 17.687499999985452 41.58849999999439 9.186999999987167 8.8205000000107265 14.811999999990805 9.3904999999977026 14.015499999999976 8.0155000000004311 8.6300000000001109 8.9925000000002928 8.4455000000120908 8.2575000000006202 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 12 15 16 23 13 19 29 26 27 28 40 31 43 30 62 41 44 33 -14 48 34 -8 -6 -5 52 -11 60 61 50 57 -17 -18 -19 58 -4 67 -20 -9 53 -22 63 -25 64 71 -3 68 -7 -12 -46 -32 -34 -23 -21 -41 -24 -2 -10 -27 -15 -43 -48 -13 -36 -51 -50 -28 -53 right_child=2 5 3 6 7 11 14 18 20 17 22 21 24 25 -16 36 37 38 42 39 45 35 32 47 -26 46 49 -29 -30 -31 55 -33 56 -35 51 -37 -38 -39 -40 59 -42 65 -44 -45 54 -47 66 -49 70 69 -52 72 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 leaf_value=-0.0099361082108906495 0.15967597041331502 0.056206022339221173 0.34113378073220274 0.45031618327499745 0.24610234965993175 0.10132608993902931 0.54930995870308374 0.29408070482392407 0.38933649754181587 0.20171881684019585 0.083934226028945125 0.12578419786537837 0.48895904330979495 0.075706602518792909 0.63085961268149837 0.27189131946101769 0.36557755931222891 0.22449466705864174 0.31808880929976446 0.11431738897578807 0.41678926413821271 0.14032553101913864 0.091811578507856484 0.18241425277783327 0.5139181641149162 0.079114966887160507 0.072046826109981255 0.58150640482854943 0.25834254032080195 0.46896928608026917 0.10765337418579365 0.21300899824384309 0.09650961148814452 0.17228179171019417 0.067694996409353753 0.15146101958679808 0.2827513324632942 0.37871918145336714 0.23501779818906546 0.11962525371465418 0.35339780124647924 0.13267439278584658 0.3316437681748734 0.30574160641781428 0.087417976131334243 0.43115092170194363 0.081245287746509881 0.19090810105683806 0.07741544478237343 0.073986729247561639 0.065100485484786169 0.070330677481495907 0.1046526595485722 0.085828640714217835 0.089540458094555603 0.11065990013826796 0.098880515405317143 0.14457761616086487 0.11723010066807263 0.12286301146738006 0.094005770462810681 0.16501842204484926 0.4013895284736439 0.080112793243055355 0.076676120542155432 0.13648594996966454 0.082455675804194634 0.12896952835439621 0.069144313564160592 0.074867147237668283 0.078239190567225059 0.073032431799483571 0.071219312556513967 leaf_weight=167279 56 22 80 48 105 135 46 78 46 85 268 89 75 698 22 103 79 90 80 142 76 62 195 78 73 590 410 24 104 78 129 79 155 84 112 98 81 75 82 97 83 88 51 78 238 50 585 61 490 750 68 598 136 370 222 125 196 100 110 116 156 54 52 815 610 64 301 95 355 335 644 288 195 leaf_count=167279 56 22 80 48 105 135 46 78 46 85 268 89 75 698 22 103 79 90 80 142 76 62 195 78 73 590 410 24 104 78 129 79 155 84 112 98 81 75 82 97 83 88 51 78 238 50 585 61 490 750 68 598 136 370 222 125 196 100 110 116 156 54 52 815 610 64 301 95 355 335 644 288 195 internal_value=0 -0.00398009 0.317395 0.43169 0.240543 0.0845655 0.506977 0.283539 0.380739 0.196833 0.0785245 0.121382 0.48326 0.0759166 0.577484 0.263697 0.359401 0.218642 0.310687 0.11175 0.410899 0.137376 0.0899199 0.174814 0.501342 0.078653 0.0717821 0.560522 0.252219 0.461941 0.105978 0.207184 0.0953189 0.166658 0.0694401 0.146182 0.276704 0.372029 0.22954 0.118262 0.347424 0.130553 0.323419 0.299952 0.0864663 0.42256 0.0804551 0.186171 0.0769616 0.0735546 0.0629403 0.0699032 0.103004 0.0850357 0.0884464 0.109142 0.0978395 0.142969 0.115599 0.121401 0.0927925 0.16233 0.395818 0.079695 0.07616 0.134298 0.0816585 0.127444 0.0687999 0.07426 0.0778847 0.0724557 0.0705511 internal_weight=0 178531 2256 907 1349 11252 366 680 541 669 9666 1586 274 7866 92 393 317 336 287 990 224 596 1800 333 148 4733 3133 70 209 126 525 164 702 194 1350 260 184 154 172 465 163 336 131 156 1098 126 2291 139 2442 1783 90 1260 271 638 460 254 351 162 252 213 351 110 98 1405 1308 152 886 184 467 1085 1134 698 793 internal_count=180787 178531 2256 907 1349 11252 366 680 541 669 9666 1586 274 7866 92 393 317 336 287 990 224 596 1800 333 148 4733 3133 70 209 126 525 164 702 194 1350 260 184 154 172 465 163 336 131 156 1098 126 2291 139 2442 1783 90 1260 271 638 460 254 351 162 252 213 351 110 98 1405 1308 152 886 184 467 1085 1134 698 793 is_linear=0 shrinkage=0.01089 Tree=11 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.89824e+06 776734 163463 28669.3 20905.4 20643.7 5000.45 3007.4 2846.33 2643.61 2257.64 2114.93 831.382 697.468 625.181 471.739 372.777 337.71 337.503 306.509 295.545 292.03 288.971 248.993 106.365 104.121 95.5145 87.0883 79.7658 53.3429 47.3614 35.461 34.0317 32.7254 32.5253 30.6022 30.4396 30.3868 29.8811 29.5584 29.276 29.2265 29.1356 28.7765 27.8781 19.9008 19.0048 13.8338 11.1967 10.4267 10.1339 6.54882 6.35731 5.98429 2.82118 2.66841 2.06667 1.94723 1.93412 1.88374 1.66755 1.50144 1.49171 1.23931 1.22427 0.946042 0.61521 0.498801 0.460167 0.406635 0.0544753 0.0334812 0.0147655 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.24200000000201 55.805000000011212 30.507499999999713 40.453500000014181 21.030999999988129 9.4535000000123564 13.773500000000015 50.780999999988133 8.7030000000122545 63.020999999997009 28.13249999999994 37.781000000002685 23.398500000000016 12.507499999999711 32.921500000000385 42.655999999999047 15.219000000011876 10.257499999999938 18.844000000011878 8.3129999999982847 9.0785000000014424 48.83649999999944 53.085999999999338 58.65649999999733 26.765999999999625 11.765499999999976 22.242500000000295 10.770000000004076 7.7579999999998117 16.155999999988129 29.453500000012358 39.164000000000676 9.7574999999997107 24.655999999988129 13.148999999999662 36.609499999998668 14.405999999988127 19.890500000000433 34.437499999985455 31.811999999987169 44.594000000011881 17.905999999988129 8.9069999999996998 9.2574999999999381 8.5154999999995216 7.5309999999881265 8.1559999999881274 12.140999999999623 10.007500000003349 10.510500000000322 11.461000000000697 15.561999999990805 12.882999999999813 13.398499999999332 9.6175000000002928 41.58849999999439 9.186999999987167 8.804499999989277 11.007500000003349 14.811999999990805 14.015499999999976 8.0155000000004311 8.570500000011636 8.9925000000002928 8.3829999999998126 8.2575000000006202 16.687500000002732 9.3675000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 12 15 16 23 13 18 26 24 28 29 40 31 30 44 60 41 37 46 33 47 -5 -14 -8 -6 55 -11 54 50 56 -17 -18 59 -19 57 -4 65 -25 -21 -9 -22 -2 62 61 69 -3 66 -32 -39 -24 -7 -23 -20 -41 -12 -10 -27 -15 -34 -43 -13 -35 -51 -49 -26 -53 -36 -50 right_child=2 5 3 6 7 11 14 19 20 17 22 21 27 25 -16 35 36 38 39 43 45 34 32 42 49 48 -28 -29 -30 -31 52 -33 63 51 71 -37 -38 53 -40 58 -42 64 -44 -45 -46 -47 -48 68 72 67 -52 70 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 leaf_value=-0.0098279042828091131 0.15928827794105008 0.055594528558995722 0.33741981649178904 0.44967509570233333 0.24342285011144846 0.099576746999559193 0.54333075057399172 0.29087904012465937 0.38509859187596368 0.19952264450398596 0.082102690016206917 0.12441473350609819 0.49032182112104616 0.074656289249852445 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0.09757692562426705 0.13500011546862856 0.12756536542926394 0.0683913733651689 0.073702394227093668 0.077387196306915804 0.071994836274683893 0.070443818072513861 0.15330707920472292 0.080905922110479228 leaf_weight=167279 82 22 80 73 105 143 46 78 46 85 246 89 76 441 22 103 79 90 142 80 76 62 230 80 224 590 77 48 24 104 154 79 155 112 70 81 75 444 82 97 83 88 84 51 78 50 87 490 344 304 68 598 153 219 156 114 100 110 116 297 52 781 867 157 64 95 355 781 644 474 195 28 433 leaf_count=167279 82 22 80 73 105 143 46 78 46 85 246 89 76 441 22 103 79 90 142 80 76 62 230 80 224 590 77 48 24 104 154 79 155 112 70 81 75 444 82 97 83 88 84 51 78 50 87 490 344 304 68 598 153 219 156 114 100 110 116 297 52 781 867 157 64 95 355 781 644 474 195 28 433 internal_value=0 -0.00393674 0.31394 0.426991 0.237924 0.0836447 0.501458 0.280452 0.376594 0.19469 0.0775841 0.119548 0.477999 0.0749648 0.571199 0.260826 0.355489 0.216262 0.110086 0.307304 0.406426 0.13588 0.0882076 0.172911 0.0710005 0.0776704 0.460295 0.499333 0.554422 0.249473 0.104402 0.204929 0.0937969 0.0686839 0.144591 0.273692 0.367979 0.084971 0.227041 0.116974 0.343642 0.129132 0.182562 0.319898 0.296687 0.41796 0.163524 0.0761235 0.0794282 0.0727536 0.0622552 0.069142 0.107345 0.0865678 0.0915814 0.100877 0.141413 0.11434 0.120079 0.0830181 0.391509 0.0788054 0.0753306 0.0965313 0.132836 0.126056 0.0680507 0.0734514 0.0770366 0.0716667 0.0697829 0.149812 0.0805248 internal_weight=0 178531 2256 907 1349 11252 366 680 541 669 9627 1625 274 7723 92 393 317 336 1029 287 224 596 1904 333 3133 4590 150 124 70 209 564 164 698 1350 260 184 154 1206 172 465 163 336 164 131 156 126 169 2442 2148 1783 90 1260 307 663 386 257 162 252 213 543 98 1371 1308 312 152 184 467 1085 1134 698 793 98 777 internal_count=180787 178531 2256 907 1349 11252 366 680 541 669 9627 1625 274 7723 92 393 317 336 1029 287 224 596 1904 333 3133 4590 150 124 70 209 564 164 698 1350 260 184 154 1206 172 465 163 336 164 131 156 126 169 2442 2148 1783 90 1260 307 663 386 257 162 252 213 543 98 1371 1308 312 152 184 467 1085 1134 698 793 98 777 is_linear=0 shrinkage=0.01089 Tree=12 num_leaves=77 num_cat=0 split_feature=24 20 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 27 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=1.84622e+06 757844 159662 26344.8 21742.3 20096.7 4346.26 3199.76 2942.36 2859.65 2217.45 2053.62 683.58 608.154 605.041 478.246 366.396 338.52 338.081 321.253 307.894 304.506 287.123 280.708 103.588 100.913 80.2334 73.4969 54.1847 47.2816 42.2813 37.0563 35.6154 34.2175 34.0082 33.1862 30.9641 29.1167 28.7928 28.6656 28.2553 27.5269 25.7578 23.6058 23.0889 22.6218 16.0897 15.3127 13.3418 10.8892 10.2403 10.0168 6.50138 4.12278 3.50074 3.25696 2.768 2.62073 2.55305 2.37342 2.32802 2.20726 1.8973 1.72349 1.45912 1.43358 1.3049 1.12049 0.882129 0.70485 0.621 0.473368 0.440082 0.43801 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69 107 55 363 776 465 425 553 435 leaf_count=167241 57 65 74 74 113 147 47 78 71 82 329 89 431 22 48 106 78 50 53 62 87 51 90 175 231 583 24 75 107 54 66 116 82 84 62 159 118 384 113 93 75 49 77 81 49 81 52 48 705 342 304 20 229 185 297 144 220 54 116 54 100 152 111 52 784 852 152 69 107 55 363 776 465 425 553 435 internal_value=0 -0.00391046 0.309855 0.425859 0.237369 0.0827669 0.500782 0.280444 0.377646 0.194161 0.0767547 0.118129 0.0741477 0.564488 0.476651 0.260815 0.355839 0.308425 0.172994 0.133337 0.217368 0.408278 0.108286 0.0872875 0.0702209 0.0768394 0.548143 0.462373 0.272226 0.226171 0.142069 0.102724 0.248322 0.163057 0.18432 0.0927443 0.0679342 0.084062 0.114523 0.12645 0.368135 0.498478 0.297238 0.343653 0.396014 0.321611 0.204458 0.423054 0.0753032 0.0785675 0.0719556 0.0614844 0.0683672 0.0858829 0.082404 0.10571 0.0905972 0.147166 0.0997637 0.180255 0.138275 0.111807 0.117446 0.15874 0.0779517 0.0745133 0.0954649 0.13 0.123502 0.231372 0.0673055 0.072649 0.0708775 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694 527 692 9582 1629 7681 93 246 408 308 286 362 640 330 219 989 1901 3124 4557 71 149 221 196 282 121 523 193 169 706 187 1348 1195 466 358 153 97 155 155 131 134 2413 2144 1776 85 1263 569 626 260 395 120 263 107 162 242 224 109 1367 311 1242 162 196 109 1171 481 1080 696 782 777 is_linear=0 shrinkage=0.01089 Tree=14 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.7311e+06 728516 149584 25747.3 19327.8 19132.6 3912.58 3099.89 2780.5 2483.09 2171.63 1968.36 617.841 589.696 554.171 423.96 355.868 353.583 353.517 317.275 300.357 284.255 268.1 238.716 99.5736 86.1341 78.1898 49.5528 45.8883 39.2521 37.7229 36.4509 35.232 35.1436 32.2996 31.8909 30.4402 30.294 29.0397 28.5225 27.8618 27.817 27.399 26.2288 24.9329 24.8753 16.8546 11.9812 9.57028 8.61283 8.03313 6.1104 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87 66 100 72 188 79 24 49 77 84 86 300 779 21 49 80 90 73 77 89 73 140 224 78 401 852 75 74 81 73 93 138 158 47 106 76 113 111 363 86 110 82 43 79 45 71 82 486 751 22 786 593 101 313 207 49 129 53 99 71 170 562 125 266 95 362 117 334 595 290 363 193 internal_value=0 -0.00379972 0.302114 0.412543 0.0810056 0.229778 0.48878 0.366922 0.270476 0.188215 0.114746 0.0749691 0.0724219 0.551228 0.465931 0.345876 0.129777 0.295058 0.250597 0.209358 0.398935 0.104703 0.0845738 0.167186 0.0687105 0.0750422 0.452228 0.307422 0.334333 0.13905 0.123065 0.0993554 0.0896844 0.410986 0.261585 0.198186 0.240096 0.0664674 0.0814492 0.176634 0.110903 0.219785 0.534596 0.283368 0.487253 0.359665 0.157997 0.0765133 0.0704109 0.0602067 0.0734534 0.066904 0.126616 0.0830032 0.0875926 0.384094 0.102309 0.143792 0.108176 0.135321 0.0924273 0.0739921 0.113666 0.07959 0.0965616 0.0658604 0.119659 0.0710779 0.0773835 0.0693613 0.0757378 0.0675301 internal_weight=0 178398 2221 879 11255 1342 329 550 678 664 1708 9547 7546 88 241 332 684 303 375 331 218 1024 2001 333 3123 4423 147 147 181 287 397 550 759 120 183 160 192 1347 1242 164 474 171 67 156 94 151 169 2296 1776 88 2127 1259 194 676 431 98 267 126 239 161 328 1348 235 566 283 473 203 1085 1081 691 1215 786 internal_count=180619 178398 2221 879 11255 1342 329 550 678 664 1708 9547 7546 88 241 332 684 303 375 331 218 1024 2001 333 3123 4423 147 147 181 287 397 550 759 120 183 160 192 1347 1242 164 474 171 67 156 94 151 169 2296 1776 88 2127 1259 194 676 431 98 267 126 239 161 328 1348 235 566 283 473 203 1085 1081 691 1215 786 is_linear=0 shrinkage=0.01089 Tree=15 num_leaves=75 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 27 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=1.69361e+06 712737 146345 25190.1 18909.4 18718.3 3828.06 3032.83 2720.31 2429.32 2124.61 1925.74 604.454 576.973 542.196 414.784 348.166 346.025 345.861 310.698 293.844 278.099 262.302 233.546 97.4147 84.2684 76.4936 46.0974 45.9689 45.2029 38.4025 36.9056 35.661 34.3861 31.5971 31.3486 30.827 29.7781 29.635 27.9036 27.2578 26.7891 24.3919 24.3357 23.3937 16.4889 13.2024 11.7214 9.88675 9.36244 7.85882 5.97751 4.64787 3.73316 2.76502 2.72218 2.58392 2.43104 2.42867 2.38334 2.20833 1.25978 1.23211 1.20834 1.06214 0.533352 0.488228 0.48419 0.455583 0.454984 0.360892 0.278904 0.0594627 0.00435425 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 11.132499999999938 25.655999999988129 55.805000000011212 40.828499999999629 30.172000000000484 21.030999999988129 13.561999999987167 9.3904999999977026 8.7030000000122545 63.020999999997009 51.437500000000007 38.187500000000007 15.015499999999976 32.921500000000385 27.820500000010728 23.030999999988129 43.530999999988133 12.257999999999813 10.187500000000002 18.844000000011878 8.3129999999982847 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304 150 4703 3128 67 214 179 124 525 196 699 1351 170 349 254 164 461 184 151 171 1091 121 133 2286 2417 86 1777 102 1265 272 99 627 464 112 253 346 114 161 253 208 353 1401 163 1245 885 186 1172 467 1083 694 108 798 is_linear=0 shrinkage=0.01089 Tree=18 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.62078e+06 665692 139932 24593.6 18036.8 17641.2 4234.22 2858.61 2441.72 1953.41 1929.7 1764.93 716.779 601 593.491 400.493 328.802 299.235 284.768 264.086 250.828 248.187 227.248 221.76 92.5064 89.1922 84.3082 72.0545 64.4454 51.8068 44.2589 35.9413 32.8565 28.3456 28.0731 26.7446 26.7255 26.1442 26.0271 24.9665 24.6634 24.5452 23.956 20.5186 16.5653 15.9083 14.6069 11.259 10.2832 9.27282 8.96438 5.71705 3.44574 3.27386 3.27233 2.83947 2.68775 2.50327 2.1159 1.84067 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11248 365 708 540 9626 635 1622 274 7727 91 403 305 315 637 225 985 1899 299 336 3152 4575 150 124 68 217 176 276 514 703 1360 186 165 1196 361 129 150 165 471 158 124 171 141 2396 2179 91 1792 1269 554 101 642 259 123 387 255 244 135 1204 227 153 164 316 1263 197 480 1133 1083 709 789 internal_count=180580 178332 2248 905 1343 11248 365 708 540 9626 635 1622 274 7727 91 403 305 315 637 225 985 1899 299 336 3152 4575 150 124 68 217 176 276 514 703 1360 186 165 1196 361 129 150 165 471 158 124 171 141 2396 2179 91 1792 1269 554 101 642 259 123 387 255 244 135 1204 227 153 164 316 1263 197 480 1133 1083 709 789 is_linear=0 shrinkage=0.01089 Tree=19 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.58568e+06 651273 136903 24061.3 17647.1 17259.3 4142.76 2542.63 2389.02 2156.04 1911.11 1726.72 701.267 587.977 580.675 388.518 336.878 283.863 278.605 253.763 245.396 242.814 228.365 216.957 90.5009 87.2978 82.984 70.4999 63.0689 45.411 40.008 37.9553 35.1633 32.1444 29.6485 27.7315 27.4626 26.2112 26.1457 25.5777 25.4634 23.4368 16.8084 16.411 15.5632 14.2887 13.6337 8.76969 8.69616 7.5683 6.20005 5.59269 3.37607 3.20108 3.0319 2.79967 2.62923 2.46145 2.06973 1.8325 1.80723 1.73509 1.70458 1.16465 1.14212 0.935428 0.875862 0.872896 0.561902 0.454961 0.405648 0.230066 0.176313 0.0765321 0.0252411 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.24200000000201 55.805000000011212 30.507499999999713 40.06199999999081 21.030999999988129 9.4535000000123564 13.632999999997994 50.780999999988133 8.7030000000122545 63.020999999997009 28.13249999999994 42.655999999999047 23.030999999988129 15.015499999999976 33.257499999999716 12.382500000000165 10.257499999999938 37.405999999988133 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176 185 276 514 161 703 1360 186 165 1196 361 471 122 124 171 141 2407 1792 91 2168 104 1269 554 642 133 259 123 387 255 1228 244 227 153 164 316 1192 113 197 480 1083 709 102 1179 789 976 is_linear=0 shrinkage=0.01089 Tree=20 num_leaves=77 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.54383e+06 635287 131810 23187.6 17120.8 16820.5 3847.16 2517.44 2212.74 2142.26 1938.06 1639.24 717.168 597.212 468.112 387.32 336.148 292.651 250.53 243.302 238.205 225.825 222.578 204.028 114.306 95.764 84.0943 44.528 40.473 40.3004 40.2426 35.7517 32.8624 29.3899 27.5893 26.8867 26.2675 25.5895 24.2056 24.1167 20.5381 19.9316 19.5042 17.9105 16.0604 15.9125 13.2116 12.6533 11.2675 8.48645 6.15333 4.54992 4.10926 3.97312 3.64891 2.30284 2.0698 1.97128 1.80093 1.55451 1.41888 1.37633 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26.0492 25.5145 24.6891 23.7774 21.1351 20.9484 18.3806 13.0461 9.93961 9.48654 8.17457 6.67339 5.06113 4.53868 3.93883 3.83555 2.78826 2.47134 2.29343 2.07836 1.82145 1.75709 1.6893 1.55392 1.49356 1.08778 1.00059 0.992802 0.792795 0.586654 0.491691 0.474991 0.411358 0.397422 0.273452 0.0898969 0.056532 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 13.632999999997994 9.3904999999977026 8.7030000000122545 63.020999999997009 51.437500000000007 28.5630000000092 38.687500000000007 43.530999999988133 12.257999999999813 19.163999999999991 33.257499999999716 23.398500000000016 15.219000000011876 10.187500000000002 8.3129999999982847 9.031999999999643 58.65649999999733 49.406000000002685 27.156499999997326 37.405999999988133 24.655999999988129 45.156499999999149 12.882999999999813 14.405999999988127 11.664000000002945 18.242500000000295 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.37549e+06 569232 118694 21626.2 14985.3 13988.4 3420.24 2272.29 2095.2 1687.5 1657.15 1540.83 614.982 511.347 441.022 299.227 277.928 263.699 258.506 244.472 213.35 209.193 207.276 191.703 77.658 76.7253 39.1042 33.7562 30.5376 29.9116 28.206 26.4353 25.6996 25.0184 24.6659 24.6614 24.3688 22.8404 21.9714 21.0076 20.6182 20.5738 14.6485 14.3332 14.2589 12.0557 11.219 10.0429 9.59998 8.83329 7.99346 7.4996 4.45876 2.51437 2.44233 2.15517 1.90432 1.76143 1.56026 1.48371 1.42376 1.41726 1.36582 1.26021 1.22608 1.04543 1.02511 0.796405 0.69218 0.440974 0.417006 0.3568 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.24200000000201 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 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634 1912 973 312 333 3107 4582 122 125 281 147 519 178 163 699 1339 191 189 1213 171 353 454 154 123 123 156 141 144 70 2380 2202 1301 1768 664 125 258 388 261 156 1213 239 549 110 215 1014 287 1247 311 159 194 1078 1133 690 is_linear=0 shrinkage=0.01089 Tree=26 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.34739e+06 558588 117245 21424.9 14786.2 14027.7 3469.04 2152.64 2043.17 1665.55 1621.74 1509.87 644.001 474.393 442.424 297.058 280.258 271.542 266.245 257.276 215.158 208.726 202.28 181.322 105.87 76.0135 66.0306 38.1637 33.1369 32.0101 30.6903 28.1008 27.3928 26.7199 26.4134 25.4227 23.9481 22.7682 22.2678 21.8781 21.7458 21.6411 20.3867 14.9532 13.2015 12.9279 12.9123 12.2873 12.002 9.12253 8.16518 7.48557 6.2988 4.68175 3.00073 2.67635 2.4488 2.09558 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.27845e+06 520513 110390 19416.6 14007.4 13696.9 3155.58 2285.61 2053.03 1757.08 1520.2 1401.31 468.115 455.109 409.263 332.245 319.559 236.72 232.407 221.067 207.957 195.312 193.943 167.866 71.6596 68.9592 58.8324 54.3187 37.8618 35.2835 31.2388 28.0821 25.5285 24.4541 23.3128 22.7776 22.5252 22.5069 22.3211 20.9678 20.5384 19.3243 19.2191 19.2122 19.0721 16.7936 12.1134 9.28389 7.53781 7.52026 6.96294 4.08508 2.27898 2.04053 2.00031 1.72512 1.5463 1.53286 1.53213 1.28094 1.25951 1.19465 1.13661 1.09736 1.01006 1.00614 0.852677 0.849854 0.558819 0.557456 0.522868 0.455006 0.356654 0.31774 0.151848 0.0383078 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.24200000000201 55.805000000011212 40.828499999999629 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303 3116 4568 151 69 215 185 123 281 514 175 191 1344 157 184 695 1209 131 462 149 170 347 95 133 2432 1306 2136 1772 670 258 123 387 158 112 256 242 539 220 295 1011 1290 1374 103 308 93 110 190 157 1079 693 1142 316 762 internal_count=180745 178490 2255 907 1348 11192 339 568 679 669 9588 1604 7684 93 246 342 399 366 226 628 280 976 1904 303 3116 4568 151 69 215 185 123 281 514 175 191 1344 157 184 695 1209 131 462 149 170 347 95 133 2432 1306 2136 1772 670 258 123 387 158 112 256 242 539 220 295 1011 1290 1374 103 308 93 110 190 157 1079 693 1142 316 762 is_linear=0 shrinkage=0.01089 Tree=30 num_leaves=74 num_cat=0 split_feature=42 20 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 split_gain=1.26169e+06 512091 108209 17912.1 14784.6 13571.1 3006.59 2161.61 2009.54 1974.28 1485.22 1386.4 436.442 436.417 416.402 323.751 259.906 249.582 228.908 225.575 220.11 213.348 197.64 190.791 70.1806 60.6378 57.1465 54.2367 40.2406 29.9696 29.1822 27.8554 27.275 24.9005 24.4835 23.834 23.2339 22.7294 22.1703 21.7791 20.4946 19.8157 19.8083 17.8457 17.1095 16.726 15.2065 8.4929 7.37213 6.81911 5.66805 2.47901 2.3593 2.32611 2.24952 1.79253 1.75046 1.6265 1.59067 1.46782 1.17179 1.09224 0.940791 0.921652 0.848397 0.827715 0.708175 0.517702 0.427351 0.353629 0.34258 0.340882 0.24811 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 13.561999999987167 9.3904999999977026 8.7030000000122545 63.020999999997009 51.437500000000007 28.5630000000092 38.187500000000007 15.015499999999976 33.257499999999716 19.163999999999991 43.530999999988133 23.88249999999994 12.257999999999813 10.132500000000165 8.3129999999982847 9.031999999999643 49.406000000002685 58.65649999999733 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26.7871 25.6471 25.5944 23.8766 22.8697 22.1188 21.7701 20.3371 19.757 19.3287 18.8989 18.3588 17.9153 17.4018 15.8848 15.5862 13.8491 13.0688 11.5889 11.1234 9.04129 6.49406 5.40309 5.21059 2.62203 2.49366 2.03581 1.97261 1.78625 1.68498 1.56659 1.40255 1.38372 1.35442 1.27207 0.993759 0.7844 0.699085 0.668354 0.571351 0.565089 0.371242 0.199979 0.131453 0.000212053 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.257500000003349 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 9.5079999999998126 21.030999999988129 13.773500000000015 63.020999999997009 8.7574999999997107 50.218499999999047 42.655999999999047 27.469000000000054 37.405999999988133 32.093499999988133 12.507499999999711 15.219000000011876 23.030999999988129 10.312500000000002 18.844000000011878 57.405999999997228 8.3829999999998126 9.109499999998663 48.061999999987172 33.257499999999716 52.155999999988133 11.882499999999711 28.5630000000092 26.234999999998767 10.770000000004076 38.687500000000007 14.405999999988127 16.155999999988129 13.148999999999662 30.968500000002681 24.187500000003642 19.561999999988078 7.9369999999989895 44.594000000011881 9.8830000000016316 41.58849999999439 36.132999999997999 17.905999999988129 21.898499999999334 9.2969999999997999 8.570500000011636 8.9529999999997489 8.1879999999973752 11.562500000000002 7.6324999999997098 20.210999999999334 9.7030000000122545 10.062500000000002 12.218999999999143 11.007500000003349 12.757499999999711 15.765499999999976 13.398499999999332 10.510500000000322 14.811999999990805 9.2189999999982337 9.3904999999977026 14.015499999999976 8.6300000000001109 8.0629999999982847 8.2575000000006202 8.8590000000021991 16.687500000002732 8.4455000000120908 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 9 10 14 17 16 13 23 19 24 25 27 44 32 45 38 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84 37 79 49 141 85 48 74 78 270 62 93 21 395 74 75 82 84 79 90 102 91 195 51 43 188 838 76 73 47 128 106 111 159 77 89 70 96 76 81 53 202 50 243 49 76 82 79 598 443 935 374 130 88 58 361 223 124 197 166 56 115 159 71 495 287 91 712 450 414 783 25 591 leaf_count=167230 84 37 79 49 141 85 48 74 78 270 62 93 21 395 74 75 82 84 79 90 102 91 195 51 43 188 838 76 73 47 128 106 111 159 77 89 70 96 76 81 53 202 50 243 49 76 82 79 598 443 935 374 130 88 58 361 223 124 197 166 56 115 159 71 495 287 91 712 450 414 783 25 591 internal_value=0 -0.00313552 0.248418 0.336396 0.0664967 0.187471 0.39753 0.297577 0.219132 0.0617451 0.153383 0.095349 0.443926 0.0596789 0.37637 0.320694 0.203198 0.279414 0.239113 0.0878083 0.10785 0.170222 0.0706975 0.137304 0.431723 0.0567447 0.0620491 0.362797 0.248542 0.390325 0.0832624 0.21226 0.194482 0.0749209 0.288715 0.102705 0.114837 0.0928953 0.229774 0.177703 0.145046 0.054878 0.332066 0.0679626 0.309082 0.269714 0.129732 0.161071 0.0632739 0.0582546 0.0607629 0.055221 0.0808787 0.0509173 0.147731 0.0668155 0.0695127 0.0858188 0.0768798 0.0907988 0.112327 0.0954294 0.0729464 0.10567 0.0626838 0.0641611 0.100115 0.0587969 0.0544616 0.0558479 0.0602413 0.118984 0.0574489 internal_weight=0 178454 2253 922 11224 1331 358 564 690 9637 641 1587 112 7830 246 248 384 316 306 990 597 313 1807 328 91 3499 4331 125 152 121 523 188 196 710 161 344 253 467 154 172 162 1565 125 1097 123 155 166 141 2218 1934 2113 1440 271 125 111 631 466 252 356 256 158 211 354 160 1333 885 184 1155 652 788 1178 95 779 internal_count=180707 178454 2253 922 11224 1331 358 564 690 9637 641 1587 112 7830 246 248 384 316 306 990 597 313 1807 328 91 3499 4331 125 152 121 523 188 196 710 161 344 253 467 154 172 162 1565 125 1097 123 155 166 141 2218 1934 2113 1440 271 125 111 631 466 252 356 256 158 211 354 160 1333 885 184 1155 652 788 1178 95 779 is_linear=0 shrinkage=0.01089 Tree=33 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.16149e+06 479089 99650.6 18030.3 12693.1 11844.8 2870.28 1937.94 1803.85 1469.83 1427.63 1232.49 553.125 448.596 359.466 252.078 242.903 221.453 212.2 187.475 174.942 171.685 171.263 155.28 96.0886 80.7719 55.5833 36.0903 26.2062 25.0947 25.0398 23.3575 22.5164 21.6394 21.2977 19.8965 19.3301 18.91 18.4886 17.9607 17.5264 17.0233 15.5422 15.2485 13.5504 12.7847 11.3373 10.8812 8.84525 6.35299 5.28568 5.09739 2.97043 2.56487 2.03036 1.92949 1.74723 1.64921 1.53221 1.37145 1.35364 1.32452 1.2442 0.971843 0.76735 0.683698 0.653389 0.558636 0.552496 0.362916 0.195298 0.128933 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.257500000003349 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 9.5079999999998126 21.030999999988129 13.773500000000015 63.020999999997009 8.7574999999997107 50.218499999999047 42.655999999999047 27.469000000000054 37.405999999988133 32.093499999988133 12.507499999999711 15.219000000011876 23.030999999988129 10.312500000000002 18.844000000011878 57.405999999997228 8.3829999999998126 9.109499999998663 48.061999999987172 33.257499999999716 52.155999999988133 11.882499999999711 28.5630000000092 26.507999999999814 10.770000000004076 38.687500000000007 14.405999999988127 16.155999999988129 13.148999999999662 30.968500000002681 24.187500000003642 19.561999999988078 7.9369999999989895 44.594000000011881 9.8830000000016316 41.58849999999439 36.132999999997999 17.905999999988129 21.898499999999334 9.2969999999997999 8.570500000011636 8.9529999999997489 8.1879999999973752 7.5309999999881265 11.562500000000002 20.515500000000007 9.7030000000122545 10.062500000000002 12.140999999999623 11.007500000003349 12.757499999999711 15.765499999999976 13.398499999999332 10.510500000000322 14.811999999990805 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3499 4331 125 152 121 523 188 196 710 161 344 253 467 154 172 162 1565 125 1097 123 155 166 141 2218 1934 2113 1440 125 271 111 631 466 252 356 256 158 211 354 160 1333 885 184 1155 652 788 1178 95 is_linear=0 shrinkage=0.01089 Tree=34 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 40 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.14983e+06 468728 99046 16498.1 13256 12458.2 2850.2 1953.63 1871.95 1791.72 1377.56 1246.09 415.893 403.941 382.7 288.058 231.752 230.989 210.862 206.085 199.457 188.157 178.237 171.167 64.5961 55.4996 54.523 48.6938 33.5067 28.4019 28.2049 26.0072 24.468 23.6923 21.8545 21.7473 21.7448 21.4785 21.2966 19.2841 19.2486 18.9883 18.3853 16.2541 15.591 14.3473 10.5562 8.47942 7.33173 6.28301 5.49814 2.6916 2.53992 2.27866 2.01093 1.89878 1.89657 1.84206 1.6361 1.56013 1.3709 1.0405 0.869966 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50 112 178 46 76 100 78 135 388 24 412 72 105 80 60 24 73 52 86 124 212 408 816 24 48 103 54 52 72 96 81 84 138 77 159 78 76 58 362 103 80 78 77 53 457 785 748 982 150 100 314 197 84 53 235 97 83 163 563 189 89 129 758 97 329 301 298 71 56 367 internal_value=0 -0.00306629 0.244659 0.334393 0.186476 0.0650113 0.393243 0.220541 0.29678 0.152653 0.0922466 0.0601843 0.444609 0.0581685 0.37397 0.204915 0.27956 0.10418 0.135796 0.320859 0.242445 0.171097 0.0841466 0.0678676 0.0551831 0.0602934 0.430534 0.388442 0.213862 0.177934 0.330561 0.111765 0.0988542 0.360653 0.0533857 0.0887682 0.195046 0.0720651 0.127955 0.289253 0.144847 0.0654177 0.0795762 0.270012 0.252605 0.233779 0.160841 0.0535557 0.0614898 0.0565501 0.059033 0.0907796 0.101702 0.0666808 0.07037 0.141853 0.115622 0.0519569 0.108679 0.124738 0.0742133 0.0540546 0.0639354 0.0860397 0.0819012 0.0584991 0.0776084 0.0570979 0.0557163 0.062167 0.096134 0.181933 0.0608687 internal_weight=0 178531 2250 885 1365 11239 345 680 540 685 1692 9547 94 7563 251 397 315 684 358 225 283 327 1008 1984 3145 4418 70 120 208 196 125 282 402 131 1359 501 189 731 192 156 166 1253 507 159 130 153 131 1339 2266 1786 2152 288 196 676 409 108 125 319 157 114 322 1020 577 213 232 1170 275 1077 709 1083 206 110 1183 internal_count=180781 178531 2250 885 1365 11239 345 680 540 685 1692 9547 94 7563 251 397 315 684 358 225 283 327 1008 1984 3145 4418 70 120 208 196 125 282 402 131 1359 501 189 731 192 156 166 1253 507 159 130 153 131 1339 2266 1786 2152 288 196 676 409 108 125 319 157 114 322 1020 577 213 232 1170 275 1077 709 1083 206 110 1183 is_linear=0 shrinkage=0.01089 Tree=35 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.12493e+06 458576 96901.4 16141.1 12968.9 12188.4 2788.62 1911.35 1831.42 1752.92 1347.74 1219.11 406.911 395.189 374.414 281.817 226.732 225.99 206.298 201.942 195.139 184.236 174.387 167.461 63.196 54.3034 53.354 47.6429 32.7801 25.4441 25.0308 23.9378 23.1733 21.9479 21.2742 21.0132 20.834 20.5151 18.8654 18.8309 18.5766 17.2915 16.4016 15.9007 15.2502 14.0354 14.0042 8.07601 7.54726 6.71463 6.14648 5.04879 2.48436 2.229 1.96705 1.88276 1.85519 1.65729 1.62209 1.61127 1.52469 1.34084 1.06815 1.0209 0.850908 0.714431 0.703003 0.627189 0.392303 0.341622 0.331082 0.30103 0.224518 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 13.561999999987167 9.3904999999977026 63.020999999997009 8.7030000000122545 50.780999999988133 28.13249999999994 38.187500000000007 15.015499999999976 19.163999999999991 44.030999999988133 33.257499999999716 23.88249999999994 12.257999999999813 10.132500000000165 8.3129999999982847 9.031999999999643 58.65649999999733 53.085999999999338 29.453500000012358 15.938000000009199 22.585500000000142 14.157000000000609 48.83649999999944 11.664000000002945 27.156499999997326 10.63300000000004 18.242500000000295 7.6324999999997098 39.562500000010921 20.515500000000007 9.7030000000122545 12.882999999999813 42.655999999999047 36.969000000011881 34.437499999985455 32.093499999988133 24.890499999999978 45.156499999999149 9.2189999999982337 8.0629999999982847 8.5154999999995216 8.8744999999998999 14.550999999999137 9.8830000000016316 10.390499999997703 19.890500000000433 16.405999999988129 11.953500000012356 15.561999999990805 12.507499999999711 17.421999999999574 10.885000000002039 7.9369999999989895 8.1879999999973752 9.5630000000128366 8.9529999999997489 11.382499999999711 13.148999999999662 8.570500000011636 8.3829999999998126 9.3205000000107265 13.890999999999623 9.1255000000001036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 11 14 15 16 18 22 13 26 24 32 34 43 31 36 42 45 30 33 40 37 51 -8 -16 -17 58 -11 71 -5 66 -6 54 60 -3 -18 55 64 59 -10 -4 -22 -9 -23 -21 72 62 69 -15 -33 -42 -25 -20 -31 -35 -19 -24 -2 -37 -39 -51 -13 -53 -7 -43 -52 -26 -50 -12 -27 right_child=2 5 3 6 7 10 12 20 19 21 17 23 -14 25 27 28 38 29 39 47 44 46 41 35 50 48 -28 -29 -30 56 -32 52 -34 57 -36 61 -38 49 -40 -41 53 67 -44 -45 -46 -47 -48 -49 70 63 68 65 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 leaf_value=-0.0075566843596525275 0.11989521268545451 0.044706697204540874 0.26237420715765369 0.34844836364857779 0.18942385532515302 0.076108314781648964 0.41700154044245885 0.22688696910686568 0.30312534502883981 0.15603406996536293 0.094306542293160794 0.062837134543094253 0.47996623954439505 0.057635044632696024 0.37715292697890618 0.20673068444735485 0.28113663312090914 0.10601227189188484 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1077 709 1083 206 1223 is_linear=0 shrinkage=0.01089 Tree=36 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 27 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.09173e+06 446509 94201.9 16511.7 12063.8 11789.9 2505.83 1940.92 1739.71 1485.3 1381.58 1159.85 422.6 364.484 351.046 278.042 230.99 214.58 202.459 190.391 172.888 168.825 158.802 149.16 67.3829 61.6734 51.4012 47.3689 33.0186 29.2968 26.4329 22.8991 20.1189 19.7792 19.7741 19.6858 19.4495 19.3035 19.1787 18.6108 18.0101 17.0597 17.0104 16.2116 15.5783 14.3769 10.1867 8.86181 8.31364 6.47353 5.99232 5.53551 2.52149 1.79639 1.71422 1.55266 1.50785 1.34694 1.20143 1.19847 1.17822 1.17058 1.03235 0.993694 0.970023 0.792493 0.663997 0.643747 0.622104 0.576201 0.421998 0.381303 0.364563 0.335858 0.261758 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.257500000003349 55.805000000011212 40.828499999999629 30.172000000000484 21.523500000000244 9.5079999999998126 13.773500000000015 8.7030000000122545 63.020999999997009 51.437500000000007 38.187500000000007 32.562000000001724 27.820500000010728 43.530999999988133 19.163999999999991 12.507499999999711 15.219000000011876 10.312500000000002 23.398500000000016 9.0940000000005075 8.3129999999982847 58.65649999999733 49.406000000002685 33.905999999999047 36.969000000011881 45.156499999999149 11.882499999999711 10.770000000004076 7.6324999999997098 26.507999999999814 28.882499999999713 18.242500000000295 39.562500000010921 20.210999999999334 16.155999999988129 31.312500000003642 14.405999999988127 13.148999999999662 24.655999999988129 54.156499999999149 9.8830000000016316 22.242500000000295 9.2969999999997999 8.9220000000002546 8.0629999999982847 8.5154999999995216 0.072168783651279989 11.562500000000002 9.7030000000122545 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80 77 78 70 82 89 61 227 86 555 400 24 74 77 83 52 95 195 87 109 103 84 78 31 68 78 88 91 79 23 241 82 581 670 455 742 20 135 365 230 56 151 155 161 129 100 112 885 566 205 800 64 51 296 95 56 334 27 301 454 internal_value=0 -0.00301994 0.238472 0.324668 0.180812 0.0635976 0.385146 0.28869 0.213094 0.147896 0.0590807 0.091277 0.0570928 0.433443 0.366626 0.272257 0.231992 0.196964 0.313677 0.13291 0.0839628 0.103279 0.0676575 0.165565 0.0591672 0.0539934 0.421171 0.355658 0.24168 0.262886 0.32352 0.0796731 0.0717003 0.0522335 0.188605 0.20553 0.12542 0.283074 0.141402 0.109985 0.222578 0.0981937 0.0889019 0.172698 0.383338 0.0650684 0.157193 0.0605415 0.0579116 0.0524655 0.0553328 0.0445939 0.0774621 0.0639649 0.0665463 0.122131 0.0821467 0.0735955 0.0869165 0.0698327 0.10759 0.0913375 0.0573033 0.0528895 0.0509788 0.059968 0.101031 0.30184 0.0614261 0.095864 0.145269 0.0558664 0.114018 0.054512 0.0586249 internal_weight=0 178444 2248 901 1347 11184 336 565 680 667 9615 1569 7806 93 243 341 313 367 224 361 975 594 1809 306 4676 3130 72 147 154 183 122 522 706 1353 186 181 192 158 169 256 159 338 453 165 96 1103 141 2232 2444 1313 1777 40 276 632 471 108 246 350 250 356 161 203 1320 1021 292 1355 152 102 877 186 87 1076 95 701 1124 internal_count=180692 178444 2248 901 1347 11184 336 565 680 667 9615 1569 7806 93 243 341 313 367 224 361 975 594 1809 306 4676 3130 72 147 154 183 122 522 706 1353 186 181 192 158 169 256 159 338 453 165 96 1103 141 2232 2444 1313 1777 40 276 632 471 108 246 350 250 356 161 203 1320 1021 292 1355 152 102 877 186 87 1076 95 701 1124 is_linear=0 shrinkage=0.01089 Tree=37 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.06809e+06 436838 92162.4 16154.4 11802.5 11534.6 2451.69 1898.93 1702.04 1453.12 1351.66 1134.74 413.443 356.622 343.46 272.022 225.987 209.933 198.069 186.27 169.144 165.171 155.363 145.928 65.9232 60.3363 50.2999 46.3411 32.3023 28.8342 25.8614 22.4029 19.7099 19.6828 19.3477 19.344 19.0265 18.8842 18.7647 18.2087 17.6191 16.6902 16.6419 15.8599 15.2524 14.0654 9.97871 8.66969 8.13551 7.9165 5.86213 2.4665 1.7571 1.67678 1.65813 1.51834 1.47462 1.32573 1.17475 1.17229 1.15186 1.14767 0.968792 0.929718 0.782526 0.649306 0.628344 0.608394 0.567528 0.411349 0.372817 0.356878 0.332709 0.331711 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.257500000003349 55.805000000011212 40.828499999999629 30.172000000000484 21.523500000000244 9.5079999999998126 13.773500000000015 8.7030000000122545 63.020999999997009 51.437500000000007 38.187500000000007 32.562000000001724 27.820500000010728 43.530999999988133 19.163999999999991 12.507499999999711 15.219000000011876 10.312500000000002 23.398500000000016 9.0940000000005075 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2444 1331 1777 276 632 471 312 108 246 350 250 356 161 203 1019 1286 1355 152 102 877 186 87 1076 95 701 1158 is_linear=0 shrinkage=0.01089 Tree=38 num_leaves=74 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=1.04674e+06 429124 89194 14942.8 12412.8 11181.7 2422.17 1767.62 1697.3 1630.26 1236.07 1169.45 374.899 369.021 350.275 267.779 209.059 204.624 189.217 187.851 182.217 179.228 165.919 159.756 59.4646 50.9326 47.5446 40.1597 32.8817 28.0032 26.5433 25.3004 23.7584 22.2292 20.0669 19.8146 19.3396 19.1453 19.0539 18.8736 18.6433 18.4062 16.8202 14.4671 13.929 10.07 7.10686 6.28696 5.79451 4.81716 2.51104 2.39142 2.23772 2.23197 2.16256 1.72388 1.65927 1.56782 1.38246 1.30462 1.16885 0.975275 0.970698 0.717578 0.687814 0.64081 0.608354 0.38256 0.316092 0.315551 0.292266 0.205368 0.178225 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 13.561999999987167 9.3904999999977026 63.020999999997009 8.7030000000122545 50.780999999988133 28.13249999999994 38.687500000000007 15.015499999999976 33.257499999999716 19.163999999999991 43.530999999988133 23.398500000000016 12.218999999999143 10.187500000000002 8.3129999999982847 9.031999999999643 53.085999999999338 58.65649999999733 29.453500000012358 37.405999999988133 24.655999999988129 45.156499999999149 15.938000000009199 14.157000000000609 20.515500000000007 12.757499999999711 7.6324999999997098 27.156499999997326 18.242500000000295 9.7574999999997107 48.83649999999944 10.63300000000004 11.664000000002945 32.093499999988133 34.437499999985455 22.585500000000142 9.2189999999982337 8.0629999999982847 8.5154999999995216 8.8590000000021991 13.085000000000493 9.6175000000002928 14.550999999999137 40.06199999999081 19.561999999988078 17.421999999999574 16.405999999988129 9.9894999999996816 10.390499999997703 10.937999999997375 15.561999999990805 8.1879999999973752 7.9369999999989895 8.9539999999999811 11.882499999999711 12.507499999999711 11.313000000009199 8.570500000011636 8.4455000000120908 9.3205000000107265 13.890999999999623 9.1244999999998999 25.188000000012838 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 11 14 15 16 19 22 13 27 24 40 37 29 33 43 38 -10 45 42 39 36 49 -16 -8 -17 -4 -23 -22 60 70 54 65 -3 -6 55 51 -5 58 66 -9 -20 -11 71 62 68 -15 -37 -13 -35 -18 -21 -2 -34 -41 -25 -43 -19 -49 -38 -51 -44 -24 -7 -50 -26 -48 -12 -27 -32 right_child=2 5 3 6 7 10 12 18 20 21 17 23 -14 25 26 28 53 32 44 34 31 30 35 41 48 46 -28 -29 -30 -31 72 -33 56 52 -36 50 47 -39 -40 57 -42 59 64 -45 -46 -47 69 61 67 63 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214 190 197 121 273 393 168 499 1364 185 190 1280 121 722 505 159 133 139 2310 1326 1779 2126 288 691 190 128 110 112 119 589 390 332 154 1030 296 1348 231 211 274 1084 695 1082 203 1228 108 internal_count=180790 178533 2257 872 1385 11251 335 691 537 694 1670 9581 92 7579 243 399 318 666 292 358 219 336 1004 2002 3143 4436 122 70 214 190 197 121 273 393 168 499 1364 185 190 1280 121 722 505 159 133 139 2310 1326 1779 2126 288 691 190 128 110 112 119 589 390 332 154 1030 296 1348 231 211 274 1084 695 1082 203 1228 108 is_linear=0 shrinkage=0.01089 Tree=39 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=1.02407e+06 419830 87264.2 15459.1 11366.9 10939.6 2682.8 1653.21 1491.64 1415.31 1209.31 1144.19 493.116 380.734 324.252 222.181 208.151 200.535 200.196 192.408 162.349 156.347 135.166 134.512 98.2982 58.1757 56.3667 31.9187 30.3229 27.5105 23.2441 21.7474 20.0189 20.0114 19.0674 18.9148 18.8856 18.5977 16.6347 16.3927 16.1564 15.9768 15.0332 13.4028 9.98563 9.66644 9.61804 7.57376 7.54632 6.06795 5.66859 2.24573 2.1887 1.85561 1.77118 1.65131 1.63692 1.56549 1.44679 1.1432 0.951021 0.817853 0.814841 0.793306 0.687474 0.602591 0.515013 0.394789 0.378191 0.315746 0.29026 0.224615 0.0598682 0.0232074 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.132499999999938 54.156499999999149 30.172000000000484 40.453500000014181 21.030999999988129 13.561999999987167 9.4535000000123564 63.020999999997009 8.7030000000122545 50.218499999999047 32.562000000001724 27.820500000010728 37.781000000002685 15.015499999999976 23.030999999988129 12.257999999999813 42.655999999999047 18.844000000011878 10.257499999999938 57.405999999997228 8.3129999999982847 9.0785000000014424 33.905999999999047 48.061999999987172 24.187500000003642 15.938000000009199 14.157000000000609 52.155999999988133 11.664000000002945 7.5309999999881265 39.164000000000676 29.194999999999713 26.507999999999814 31.312500000003642 9.8230000000112359 36.609499999998668 12.882999999999813 19.890500000000433 10.687999999996466 44.594000000011881 21.898499999999334 17.905999999988129 8.8909999999998508 8.0629999999982847 9.2574999999999381 8.5154999999995216 10.007500000003349 14.550999999999137 9.6329999999998126 41.58849999999439 16.687500000002732 7.7579999999998117 11.953500000012356 12.632999999999813 15.561999999990805 8.1879999999973752 9.1255000000001036 8.7810000000017698 10.484499999996844 10.937999999997375 11.382499999999711 13.148999999999662 8.9925000000002928 8.6300000000001109 8.3829999999998126 13.773500000000015 24.890499999999978 9.3675000000002928 17.421999999999574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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2237 921 11247 1316 360 561 683 633 1683 9564 270 90 7551 250 378 675 305 311 1008 2013 302 331 3146 146 4405 68 124 175 275 400 531 185 163 1289 193 724 166 477 164 1357 130 125 125 165 148 138 2287 1789 2118 1232 125 705 196 123 584 260 243 394 152 330 1345 271 234 1093 696 1069 204 1218 800 is_linear=0 shrinkage=0.01089 Tree=41 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=973559 402358 84205.8 15366.2 10581.5 10009.7 2562.06 1581.72 1511.08 1179.89 1163.74 1073.39 433.499 358.35 349.028 220.026 200.848 184.832 179.352 172.044 153.824 151.198 140.058 131.91 73.0903 53.7704 53.3219 42.0197 25.6396 25.6199 20.733 19.9313 18.052 18.0142 17.8132 17.484 16.6431 16.2229 16.1006 15.3879 14.4726 12.471 12.0179 11.3241 10.9135 9.85025 8.26338 8.19253 7.21274 5.87522 5.39704 2.74435 2.5039 2.2189 1.9179 1.82208 1.72112 1.5686 1.341 1.12296 1.03931 0.943237 0.781545 0.754898 0.722399 0.602636 0.396022 0.365869 0.301477 0.154745 0.122893 0.0367259 0.00866177 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.24200000000201 25.188000000012838 55.805000000011212 40.06199999999081 29.81249999998909 9.4535000000123564 21.030999999988129 13.632999999997994 50.218499999999047 8.7030000000122545 63.020999999997009 42.655999999999047 27.469000000000054 32.562000000001724 37.405999999988133 15.219000000011876 12.382500000000165 10.257499999999938 23.030999999988129 18.844000000011878 52.155999999988133 9.0785000000014424 8.3129999999982847 58.65649999999733 48.061999999987172 30.968500000002681 14.405999999988127 11.765499999999976 28.5630000000092 38.687500000000007 26.507999999999814 10.770000000004076 16.155999999988129 19.890500000000433 9.8230000000112359 13.015499999999522 24.187500000003642 7.9369999999989895 33.905999999999047 44.030999999988133 41.58849999999439 17.905999999988129 36.132999999997999 21.898499999999334 8.8909999999998508 9.2574999999999381 8.5154999999995216 8.1559999999881274 0.26481148955557632 10.007500000003349 14.015499999999976 9.6329999999998126 12.046999999988659 10.484499999996844 11.461000000000697 15.765499999999976 13.265500000000431 12.632999999999813 8.7810000000017698 9.1255000000001036 10.937999999997375 14.811999999990805 8.570500000011636 8.9840000000021991 8.3829999999998126 8.2575000000006202 16.687500000002732 9.3675000000002928 20.515500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 9 10 12 18 16 13 23 20 28 26 27 44 34 29 46 30 31 38 47 45 -14 48 41 -8 -5 -10 54 58 -18 -20 -7 57 59 -25 55 61 -24 52 -19 -17 -9 -2 -4 -12 62 63 68 -43 -3 -40 -13 -11 -33 -23 -6 -21 -41 -22 -15 -27 -37 -32 -52 -50 -28 -53 -38 -51 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1207 is_linear=0 shrinkage=0.01089 Tree=43 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 55 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=934812 384182 80338.9 14819.5 10307.5 9556.94 2453.76 1538.11 1452.5 1166.95 1147.73 1003.11 441.563 363.323 287.391 202.311 188.348 177.512 174.094 148.687 144.712 137.83 135.651 126.08 69.9499 67.1458 44.5004 30.399 21.5397 19.8327 19.4955 18.6989 18.0539 17.5412 17.3995 17.3108 16.4798 15.6653 15.009 14.8208 14.5268 14.0822 12.289 12.1077 11.5251 10.9322 10.0264 9.3829 8.79663 7.24395 7.00978 5.02404 4.27211 4.058 2.06103 1.87893 1.66633 1.63093 1.58008 1.35257 1.33682 1.08435 1.00589 0.746516 0.594454 0.589157 0.540317 0.535078 0.476885 0.471618 0.277527 0.198601 0.0339954 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 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17.2182 16.5836 16.2472 16.182 15.1723 14.7694 14.279 14.1695 13.6674 13.4674 13.0236 8.95874 8.22995 6.52485 6.44431 5.76361 5.02523 2.00746 1.68007 1.66646 1.60658 1.5174 1.32612 1.27473 1.22132 1.05269 0.982111 0.959275 0.936578 0.808374 0.727451 0.70709 0.702603 0.33313 0.306444 0.288374 0.274868 0.113623 0.0366135 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.24200000000201 54.156499999999149 30.172000000000484 40.453500000014181 21.523500000000244 9.4535000000123564 13.632999999997994 58.65649999999733 8.7030000000122545 50.218499999999047 32.562000000001724 27.820500000010728 37.781000000002685 19.163999999999991 15.219000000011876 43.530999999988133 12.382500000000165 10.257499999999938 23.398500000000016 8.3129999999982847 9.0630000000128366 44.125000000000007 33.905999999999047 48.061999999987172 52.155999999988133 14.405999999988127 11.765499999999976 7.5309999999881265 20.210999999999334 18.242500000000295 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 44 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=895833 367209 76659.3 13281.9 9962.11 9725.49 2242.63 1452.87 1341.24 1219.42 1036.07 1035.62 409.87 329.493 284.835 192.509 175.238 173.87 162.233 155.587 152.67 146.891 128.099 116.996 50.3965 49.2099 47.2483 27.8282 27.4212 22.9658 19.8264 19.6156 17.3259 17.1603 17.1359 16.8436 15.9683 15.8322 15.3404 14.8427 14.4579 14.1276 13.9689 13.3678 13.1744 12.7411 8.78173 8.05777 6.30448 5.63859 5.19549 4.91604 2.81598 2.37682 1.63005 1.25529 1.24572 1.12797 1.08047 1.02964 0.920184 0.870861 0.792806 0.711412 0.711378 0.691428 0.68707 0.325698 0.299944 0.283785 0.281904 0.269183 0.109699 0.0802683 0.0346497 0.00796424 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.187500000000002 54.156499999999149 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312 361 634 1017 225 1866 298 3109 4566 41 159 124 128 519 383 169 192 1338 188 180 251 498 151 1191 675 158 125 161 164 134 70 2392 2174 1300 1771 654 279 225 253 111 240 329 1201 155 537 1007 293 1246 158 346 1075 96 245 696 1146 89 305 81 80 internal_count=180684 178440 2244 900 1344 11192 363 685 537 659 1651 9541 111 7675 252 317 368 312 361 634 1017 225 1866 298 3109 4566 41 159 124 128 519 383 169 192 1338 188 180 251 498 151 1191 675 158 125 161 164 134 70 2392 2174 1300 1771 654 279 225 253 111 240 329 1201 155 537 1007 293 1246 158 346 1075 96 245 696 1146 89 305 81 80 is_linear=0 shrinkage=0.01089 Tree=46 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=878234 360059 75882.8 13883.4 9504.51 8967.18 2378.21 1437.12 1359.54 1091.65 1045.01 976.041 388.352 321.82 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=859216 352260 74240.6 12893.6 9373.26 9298.73 2080.13 1556.44 1397.72 1213.32 1022.39 954.906 314.871 300.843 278.546 219.804 181.708 178.14 171.823 154.007 151.641 136.112 128.795 119.533 47.8814 41.8471 41.8161 30.2345 25.567 23.7831 18.8275 17.7577 17.1739 16.8358 16.6539 16.5111 16.1104 15.7168 14.6292 14.0989 14.072 13.4255 13.3903 12.22 11.9812 9.68787 8.24979 6.08785 5.77919 5.08725 4.70109 4.03272 3.10879 2.05494 1.92979 1.72893 1.58562 1.31398 1.04863 0.793951 0.688354 0.653662 0.555489 0.537428 0.518557 0.51174 0.340886 0.277786 0.261598 0.219543 0.208573 0.186784 0.176607 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.132499999999938 55.805000000011212 40.828499999999629 30.172000000000484 21.523500000000244 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internal_count=180757 178500 2257 900 1357 11224 338 562 686 671 1684 9540 93 7542 245 340 307 379 677 358 222 1007 1998 313 3131 154 4411 70 157 185 277 400 185 754 509 194 164 194 155 1356 1244 498 174 123 150 91 139 99 2304 1319 1775 2107 185 291 197 684 429 113 325 1025 294 560 1332 218 223 275 1077 698 1077 203 86 1227 92 is_linear=0 shrinkage=0.01089 Tree=48 num_leaves=75 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 28 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 40 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=838343 343897 71688.3 13011.2 9151.59 8532.64 2106.25 1392.56 1288.02 1037.95 967.697 962.39 361.947 312.004 255.708 181.542 171.476 160.3 157.073 148.742 142.721 122.991 118.463 116.685 66.455 47.4629 46.0206 26.1779 19.11 18.8773 17.7371 17.6245 16.989 16.4359 15.3396 14.8998 14.4786 13.6898 12.805 12.7532 12.7394 12.7144 12.603 10.9591 9.49619 9.12596 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0.044598 0.0942993 0.0640121 0.0754575 0.07919 0.0463737 0.0609176 0.0525552 0.0886267 0.0502035 0.0489855 0.0513592 0.0999608 0.0477921 0.106159 0.118366 0.0537 internal_weight=0 178487 2254 930 11195 1324 360 570 685 639 1656 9539 109 7693 251 249 381 321 304 635 1021 306 333 1846 88 3126 4567 128 549 123 383 152 1360 186 195 163 252 1179 172 152 472 667 163 124 125 158 170 134 2419 1338 2148 1766 564 228 289 615 260 312 154 319 245 227 1026 348 1363 155 1230 1079 1189 98 687 88 76 785 internal_count=180741 178487 2254 930 11195 1324 360 570 685 639 1656 9539 109 7693 251 249 381 321 304 635 1021 306 333 1846 88 3126 4567 128 549 123 383 152 1360 186 195 163 252 1179 172 152 472 667 163 124 125 158 170 134 2419 1338 2148 1766 564 228 289 615 260 312 154 319 245 227 1026 348 1363 155 1230 1079 1189 98 687 88 76 785 is_linear=0 shrinkage=0.01089 Tree=49 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=820189 336449 70136.1 12729.6 8953.51 8347.83 2060.71 1362.42 1260.14 1015.46 979.192 910.995 354.144 305.244 250.171 177.61 167.762 156.827 153.67 147.654 126.416 123.508 120.325 115.898 65.0144 46.4342 45.0236 25.606 18.4708 17.2445 17.1156 16.1098 16.0837 16.0784 15.0907 14.5762 14.4723 14.1656 13.393 12.9509 12.527 12.4762 12.3275 10.7229 9.29114 8.92728 8.4871 7.53035 6.18976 4.89105 4.86975 4.49734 1.86423 1.68725 1.67316 1.41914 1.41774 1.39564 1.28778 1.11072 0.973895 0.808024 0.763766 0.667757 0.662172 0.570101 0.319866 0.27086 0.26698 0.172995 0.129838 0.076493 0.0387275 0.0367923 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.24200000000201 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 13.773500000000015 63.020999999997009 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11.007500000003349 8.6300000000001109 16.687500000002732 8.3829999999998126 9.0074999999997107 17.421999999999574 19.561999999988078 9.3675000000002928 20.515500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 9 14 17 16 23 13 19 24 25 27 44 34 45 41 31 39 38 47 46 -8 32 48 -5 -16 -20 54 59 -3 -18 -7 -19 58 60 55 56 -24 -10 71 -17 -9 -4 70 -11 61 63 64 68 -40 -32 -21 -12 -13 -33 -23 -6 -22 -15 -51 -34 -28 -38 -53 -39 -27 -50 -2 -25 -52 -44 right_child=2 4 3 6 11 8 12 15 18 22 21 20 -14 26 28 43 33 35 29 30 37 36 40 42 -26 51 50 -29 -30 -31 53 57 49 -35 -36 -37 65 67 52 -41 -42 -43 73 -45 -46 -47 -48 -49 69 62 72 66 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 leaf_value=-0.0064826964376983537 0.10278124403766462 0.03803770134997194 0.22032589026311461 0.29333471379486153 0.065693292043303 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88 76 785 87 internal_count=180741 178487 2254 930 11195 1324 360 570 685 639 9570 1625 109 7693 251 249 381 321 304 1032 593 1877 306 333 88 3126 4567 128 123 152 514 518 1360 186 195 163 698 252 1179 341 172 152 163 124 125 158 170 134 2419 1324 2148 1766 564 239 275 615 214 260 391 258 154 1310 1028 296 1363 307 1079 98 687 1109 88 76 785 87 is_linear=0 shrinkage=0.01089 Tree=50 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=797787 328331 70475.3 12918.2 8870.45 8328.01 2085.79 1308.14 1223.38 1074.51 896.003 886.612 351.824 295.475 275.168 169.776 166.138 156.502 155.635 135.165 133.354 126.504 114.503 105.138 44.891 44.4938 44.4443 40.626 36.9382 18.3364 16.5312 15.8835 15.627 15.418 14.1909 14.1521 13.7917 13.1757 13.1323 13.0437 12.4566 11.6272 11.5141 9.94491 8.3376 7.97449 7.84184 7.23659 6.93307 6.03567 4.47809 3.90831 2.87338 1.38734 1.23167 1.19385 1.09373 1.09102 0.992824 0.983505 0.89083 0.724354 0.658508 0.603548 0.532589 0.460304 0.327468 0.321661 0.264123 0.249945 0.186418 0.150967 0.0295277 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 55.805000000011212 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 13.561999999987167 50.780999999988133 8.7030000000122545 63.020999999997009 42.655999999999047 27.469000000000054 37.405999999988133 32.093499999988133 18.844000000011878 15.015499999999976 12.257999999999813 23.030999999988129 10.187500000000002 8.3129999999982847 48.83649999999944 9.0470000000013915 58.65649999999733 53.085999999999338 33.257499999999716 14.273500000000015 11.664000000002945 28.5630000000092 38.687500000000007 10.63300000000004 17.687499999985452 26.234999999998767 19.890500000000433 7.7579999999998117 30.968500000002681 12.882999999999813 15.765499999999976 24.187500000003642 9.7574999999997107 41.58849999999439 36.132999999997999 44.594000000011881 22.242500000000295 9.2425000000002928 0.64597966799718065 8.5154999999995216 8.8744999999998999 8.1559999999881274 13.890999999999623 9.9894999999996816 11.953500000012356 10.390499999997703 12.632999999999813 10.885000000002039 18.530999999988129 9.3205000000107265 9.6175000000002928 14.640500000000431 8.9539999999999811 11.313000000009199 13.148999999999662 8.570500000011636 16.155999999988129 8.4455000000120908 8.0155000000004311 9.1255000000001036 8.2575000000006202 20.515500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 10 12 17 16 19 13 21 25 24 27 44 36 45 39 35 30 31 47 43 38 -5 51 -8 -14 -20 53 64 -18 -19 56 -2 -6 -21 49 -10 57 -22 -24 61 -9 -4 -17 -11 70 -3 68 -15 69 -13 -45 -33 -25 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106 58 113 79 112 57 79 362 47 78 47 52 762 20 299 807 588 103 231 126 206 102 171 26 451 300 70 554 138 121 788 71 291 355 392 193 30 leaf_count=167116 84 69 80 70 81 134 47 71 81 86 236 128 75 799 22 72 80 84 78 79 127 137 85 190 404 73 831 22 49 76 88 133 107 80 158 86 106 58 113 79 112 57 79 362 47 78 47 52 762 20 299 807 588 103 231 126 206 102 171 26 451 300 70 554 138 121 788 71 291 355 392 193 30 internal_value=0 -0.00258388 0.202864 0.276571 0.152906 0.0544506 0.327665 0.243837 0.180324 0.124536 0.0505577 0.0770699 0.312228 0.0489238 0.372873 0.263324 0.166981 0.229478 0.196204 0.111889 0.0870462 0.0706626 0.139728 0.0573571 0.0463352 0.300276 0.0506808 0.361616 0.325958 0.204178 0.0830102 0.0670015 0.174339 0.237137 0.060602 0.105697 0.159604 0.119142 0.0448206 0.188503 0.0747781 0.0931956 0.145963 0.0552723 0.25371 0.221496 0.272811 0.132296 0.0516944 0.0407207 0.0474719 0.0495371 0.045112 0.081079 0.0562705 0.0689789 0.0591784 0.0729568 0.0623116 0.108397 0.0522981 0.0541657 0.0858223 0.049912 0.0651133 0.0766393 0.0479281 0.0956577 0.0467569 0.0443927 0.0510948 0.0455418 0.122297 internal_weight=0 178333 2270 917 1353 11217 358 559 688 665 9570 1647 267 7716 91 237 374 322 314 363 644 1003 302 1854 3120 143 4596 69 124 154 389 531 187 164 725 196 187 167 1338 160 472 255 164 1129 118 158 119 138 2436 89 1782 2160 1249 231 593 259 396 239 329 112 1213 536 158 1361 272 233 1087 128 695 468 1223 781 88 internal_count=180603 178333 2270 917 1353 11217 358 559 688 665 9570 1647 267 7716 91 237 374 322 314 363 644 1003 302 1854 3120 143 4596 69 124 154 389 531 187 164 725 196 187 167 1338 160 472 255 164 1129 118 158 119 138 2436 89 1782 2160 1249 231 593 259 396 239 329 112 1213 536 158 1361 272 233 1087 128 695 468 1223 781 88 is_linear=0 shrinkage=0.01089 Tree=51 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=780512 321220 68949.5 12638.6 8678.32 8147.69 2040.74 1279.83 1196.89 1051.23 876.632 867.415 344.209 274.16 269.228 166.098 162.54 153.111 152.264 132.239 130.466 123.765 119.479 112.022 43.9176 43.5284 39.7563 38.5412 36.1406 17.9384 16.1734 15.5392 15.287 15.083 14.1412 13.8834 13.8459 13.4917 12.961 12.8465 12.7604 12.1865 11.3758 11.2642 8.15763 7.80075 7.6728 7.08001 6.01871 5.37215 4.38079 3.62731 2.81083 1.81318 1.7714 1.35697 1.20477 1.16766 1.06972 1.06711 0.972106 0.970987 0.643907 0.607603 0.520719 0.449928 0.32778 0.314105 0.258179 0.244228 0.226734 0.173082 0.14753 0.0317135 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 55.805000000011212 40.06199999999081 29.81249999998909 21.030999999988129 9.3904999999977026 13.561999999987167 50.780999999988133 8.7030000000122545 63.020999999997009 42.655999999999047 27.469000000000054 37.405999999988133 32.093499999988133 18.844000000011878 15.015499999999976 12.257999999999813 10.187500000000002 23.030999999988129 8.3129999999982847 48.83649999999944 58.65649999999733 9.031999999999643 53.085999999999338 33.257499999999716 14.273500000000015 11.664000000002945 28.5630000000092 38.687500000000007 9.7574999999997107 10.63300000000004 17.687499999985452 26.234999999998767 19.561999999988078 7.7579999999998117 30.968500000002681 12.882999999999813 15.765499999999976 24.187500000003642 41.58849999999439 36.132999999997999 44.594000000011881 22.242500000000295 0.17748380207603817 9.2189999999982337 8.5154999999995216 8.8360000000002419 8.1559999999881274 20.210999999999334 9.6175000000002928 13.890999999999623 9.9894999999996816 11.953500000012356 10.390499999997703 12.632999999999813 18.242500000000295 10.885000000002039 14.640500000000431 8.936999999987167 11.313000000009199 13.148999999999662 8.6300000000001109 16.155999999988129 8.4455000000120908 8.0155000000004311 9.2969999999997999 9.1255000000001036 8.2575000000006202 15.398499999999332 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 10 12 17 16 19 13 21 25 24 26 44 37 45 40 36 30 31 34 47 39 -5 -8 51 -14 -20 55 64 -18 -19 54 58 -2 -6 -21 48 -10 59 73 -25 -9 -4 -17 -11 -3 71 68 -15 69 -40 -12 -13 -36 -33 -24 -23 -38 -37 -32 -53 -7 -43 -52 -44 -26 -41 -51 -29 -54 -22 right_child=2 5 3 6 8 11 14 15 18 23 22 20 28 27 -16 46 32 33 29 38 42 41 35 43 50 -27 -28 49 -30 -31 62 57 -34 -35 56 61 60 -39 53 52 -42 65 67 -45 -46 -47 -48 -49 -50 70 66 63 72 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 leaf_value=-0.0063422721439507831 0.10095982729028823 0.041831054597674854 0.21558184944255168 0.28979367713540521 0.15398086856682699 0.063637395911659941 0.35046216626811555 0.24729799112292911 0.18271375047097188 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1647 267 7559 91 237 374 322 314 363 644 1003 2011 302 3120 143 69 4439 124 154 389 531 187 164 1286 725 196 187 167 1338 160 472 255 164 118 158 119 138 89 2318 1782 2121 1249 114 693 231 593 259 396 239 112 329 158 1395 272 233 1087 128 695 468 1079 1239 781 127 is_linear=0 shrinkage=0.01089 Tree=52 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 57 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 18 18 18 18 18 split_gain=765772 314446 67607.5 11925.7 8415.85 8083.34 1951.31 1286.3 1188.08 1062.27 857.882 848.246 332.57 270.72 245.784 175.724 153.311 147.533 137.519 128.233 126.292 119.537 116.552 116.44 46.7383 39.7652 34.6481 32.2668 31.5986 17.8399 16.3602 14.8303 14.7803 14.3117 14.2535 13.9761 13.821 13.6035 12.9571 12.7219 12.5199 12.3141 12.1024 11.241 11.036 9.70895 7.20459 6.7709 5.71196 5.61044 4.31897 3.72393 3.36796 1.82771 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15.765499999999976 44.030999999988133 41.58849999999439 22.242500000000295 36.132999999997999 9.2189999999982337 8.8360000000002419 8.4455000000120908 5.4344905427031884 8.0629999999982847 13.085000000000493 20.210999999999334 9.8830000000016316 10.390499999997703 13.890999999999623 18.530999999988129 10.885000000002039 14.640500000000431 9.5079999999998126 7.8829999999998117 11.882499999999711 12.507499999999711 11.382499999999711 8.936999999987167 8.570500000011636 9.1244999999998999 16.155999999988129 9.3205000000107265 8.7574999999997107 8.1879999999973752 15.398499999999332 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 12 18 16 20 21 13 25 26 27 45 36 40 47 30 35 41 46 39 49 -5 34 -8 -14 -19 57 64 56 -18 51 -2 -6 -20 -22 61 -10 65 -24 73 -17 -9 -11 -4 68 71 -28 -3 62 -33 -40 -41 -25 -12 -37 -34 -32 -13 -36 -43 -23 -7 -51 -52 -26 -45 -50 -15 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774 655 611 20 457 149 59 317 203 99 28 172 73 265 211 129 92 92 654 445 822 70 287 342 370 72 leaf_count=167172 84 20 75 70 107 176 43 78 81 88 132 305 73 714 20 52 78 79 86 60 56 127 90 214 500 76 605 24 47 77 89 142 150 101 84 83 83 75 53 359 76 107 85 57 76 50 51 78 774 655 611 20 457 149 59 317 203 99 28 172 73 265 211 129 92 92 654 445 822 70 287 342 370 72 internal_value=0 -0.00252724 0.198233 0.270158 0.149379 0.0532756 0.319919 0.23933 0.176383 0.122171 0.0754116 0.0494163 0.305188 0.0477544 0.364874 0.257511 0.163109 0.192021 0.224491 0.0851618 0.109464 0.0691405 0.136852 0.0557543 0.0493434 0.293849 0.0450815 0.354307 0.318928 0.199676 0.081218 0.0728697 0.059187 0.170444 0.0436308 0.103444 0.15618 0.23173 0.116437 0.0537174 0.184388 0.065364 0.142842 0.0911387 0.266814 0.248166 0.129291 0.216843 0.0504248 0.0482533 0.0460959 0.0371636 0.0438606 0.0745301 0.118757 0.0547482 0.0578023 0.0792849 0.106141 0.0609762 0.0839635 0.0524929 0.0428082 0.0672326 0.0706563 0.0637131 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18 18 18 18 18 22 18 18 18 18 18 18 18 18 18 18 split_gain=749189 307635 66143.7 11667.6 8233.57 7908.33 1910.24 1258.46 1162.36 1039.26 839.311 829.878 333.658 264.854 226.494 171.917 149.991 144.337 134.539 125.459 123.558 116.971 114.026 113.919 69.3016 45.7257 33.8966 19.3878 17.4527 17.1751 16.006 14.6547 14.4601 14.0004 13.9428 13.6737 13.5896 13.3082 12.676 12.446 12.248 11.9825 11.8397 10.9972 10.7939 9.49935 7.66012 7.07113 6.62311 5.58802 5.48862 4.2252 3.64316 3.29455 1.72929 1.51686 1.36436 1.30104 1.14793 1.12049 1.11118 0.896489 0.615094 0.564269 0.55146 0.473256 0.384633 0.384016 0.341017 0.334233 0.299537 0.213035 0.195407 0.13 0.121505 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 13.561999999987167 9.3904999999977026 58.65649999999733 8.6300000000001109 50.218499999999047 42.655999999999047 27.469000000000054 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178394 2282 923 1359 11222 353 570 682 677 1666 9556 110 7571 243 256 369 313 314 652 363 1014 314 1985 44 4748 2823 122 156 121 393 534 739 179 1162 195 190 161 168 1246 157 480 175 259 128 128 66 139 153 2383 2365 1661 40 1122 112 676 417 231 266 111 250 322 162 570 295 268 1309 230 1056 1322 127 1061 1056 827 132 is_linear=0 shrinkage=0.01089 Tree=54 num_leaves=74 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 28 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 28 30 30 30 30 30 30 30 30 30 30 30 30 30 split_gain=734089 303359 63586.8 11586.2 8095 7712.25 1991.69 1207.06 1144.11 919.773 891.854 815.767 328.624 258.744 244.578 157.486 144.229 142.985 138.414 135.655 130.276 111.309 106.26 101.813 54.71 41.9483 35.7278 32.3037 23.3769 20.9885 16.4213 16.2412 16.1794 14.6861 14.1962 13.8145 13.5375 13.3468 12.2558 12.0536 11.641 11.3048 10.0095 9.17763 7.78607 7.76147 7.42292 6.75648 5.25083 4.75089 4.14998 3.5747 2.11228 1.84513 1.49734 1.4545 1.04688 1.02996 0.966492 0.931794 0.666384 0.659043 0.587336 0.584818 0.513329 0.466292 0.293475 0.254584 0.222243 0.125809 0.124882 0.0118912 0.0018675 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.132499999999938 25.188000000012838 55.805000000011212 40.06199999999081 29.81249999998909 21.030999999988129 13.632999999997994 9.3904999999977026 50.218499999999047 8.7030000000122545 63.020999999997009 42.655999999999047 32.562000000001724 27.469000000000054 37.405999999988133 12.257999999999813 15.219000000011876 10.132500000000165 23.030999999988129 18.844000000011878 52.155999999988133 8.3129999999982847 9.0470000000013915 58.65649999999733 48.061999999987172 31.312500000003642 12.882999999999813 14.405999999988127 7.5309999999881265 11.664000000002945 10.562999999998285 38.687500000000007 28.882499999999713 26.507999999999814 16.155999999988129 9.7030000000122545 19.890500000000433 24.187500000003642 44.594000000011881 33.905999999999047 17.905999999988129 41.58849999999439 36.132999999997999 22.242500000000295 8.0629999999982847 9.2189999999982337 8.5154999999995216 8.8755000000001036 13.265500000000431 10.859500000000482 14.015499999999976 9.8830000000016316 12.046999999988659 12.632999999999813 15.561999999990805 7.7579999999998117 14.811999999990805 8.1879999999973752 10.390499999997703 9.5079999999998126 8.7810000000017698 11.382499999999711 8.570500000011636 8.3829999999998126 9.3205000000107265 17.421999999999574 9.1255000000001036 16.687500000002732 8.9690000000027812 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 11 9 12 18 17 23 19 13 28 25 27 45 29 37 46 33 31 39 47 44 -14 32 51 -8 -5 -10 57 54 -3 65 62 -20 -19 -7 58 63 -25 -24 -17 -18 69 -9 -4 -11 59 70 67 64 -32 -36 -12 -41 -35 -21 -22 -34 -33 -50 -23 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0.0458758 0.0447539 0.049943 0.0994278 0.0488958 0.0935667 0.0479333 internal_weight=0 178471 2251 922 11253 1329 363 559 682 647 1709 9544 271 7546 92 244 314 368 315 1064 645 1998 308 339 143 3142 4404 70 128 183 528 390 1349 536 750 159 181 187 255 1248 166 171 122 131 173 122 156 137 1328 2259 1793 2145 281 378 232 676 258 247 160 318 158 1010 372 572 1167 278 1088 705 1075 88 1184 95 978 internal_count=180722 178471 2251 922 11253 1329 363 559 682 647 1709 9544 271 7546 92 244 314 368 315 1064 645 1998 308 339 143 3142 4404 70 128 183 528 390 1349 536 750 159 181 187 255 1248 166 171 122 131 173 122 156 137 1328 2259 1793 2145 281 378 232 676 258 247 160 318 158 1010 372 572 1167 278 1088 705 1075 88 1184 95 978 is_linear=0 shrinkage=0.01089 Tree=55 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=718192 296788 62210.1 11335.4 7919.89 7545.21 1948.66 1180.93 1119.34 906.488 899.851 770.248 321.504 280.82 239.3 154.075 141.109 139.888 135.415 117.432 110.544 105.1 103.957 99.6059 53.5246 52.2345 34.2782 31.6113 22.8666 20.534 15.8066 15.0173 13.5144 13.2443 13.2144 13.138 11.9909 11.8782 11.7642 11.3959 11.0594 9.79354 9.48341 8.97907 7.61599 7.59366 7.26121 6.64486 5.56406 5.43632 5.43276 3.95248 3.34853 1.61571 1.47607 1.29971 1.26465 1.20018 1.15084 1.1039 1.08296 0.944899 0.898338 0.883114 0.770477 0.49132 0.400799 0.384268 0.34353 0.128616 0.122235 0.0418142 0.0116998 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.257500000003349 25.188000000012838 55.805000000011212 40.06199999999081 29.81249999998909 9.5079999999998126 21.030999999988129 13.773500000000015 50.218499999999047 8.7574999999997107 63.020999999997009 42.655999999999047 32.562000000001724 27.469000000000054 37.405999999988133 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473 166 171 122 1098 131 173 122 156 137 41 2185 1532 1950 2136 276 113 388 216 637 519 256 461 160 260 213 1013 316 1294 891 1173 1202 88 85 95 is_linear=0 shrinkage=0.01089 Tree=56 num_leaves=74 num_cat=0 split_feature=42 20 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 split_gain=707836 288910 60832.5 10129.2 8298.12 7658.01 1707.25 1213.68 1121.58 1094.63 879.749 748.025 271.39 257.435 233.103 153.583 147.531 138.586 130.615 126.321 116.755 112.794 108.592 102.437 50.5382 33.6243 33.595 26.7226 18.3543 15.7462 15.7255 15.1901 14.2944 14.1882 13.5973 13.1101 13.0018 12.8483 12.585 11.624 11.369 11.0227 10.8329 9.99765 9.46194 9.08656 8.31455 5.42397 5.27592 3.85624 3.19988 1.57566 1.49607 1.4702 1.32155 1.31786 1.1803 1.15689 0.86063 0.860284 0.762114 0.63223 0.6023 0.460778 0.454928 0.44661 0.369747 0.358074 0.337802 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3523 4346 153 70 176 120 162 1566 192 501 191 699 171 185 256 96 338 156 477 133 159 1082 162 2208 1530 1957 2138 689 111 237 264 386 505 254 110 158 1025 393 155 313 1335 223 873 102 1181 183 98 1227 82 internal_count=180727 178476 2251 879 1372 11222 342 685 537 687 9650 1572 7869 93 249 309 376 315 363 222 324 978 594 1781 3523 4346 153 70 176 120 162 1566 192 501 191 699 171 185 256 96 338 156 477 133 159 1082 162 2208 1530 1957 2138 689 111 237 264 386 505 254 110 158 1025 393 155 313 1335 223 873 102 1181 183 98 1227 82 is_linear=0 shrinkage=0.01089 Tree=57 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=692509 282652 59515.4 9909.97 8118.38 7492.21 1670.36 1187.41 1097.31 1070.91 860.7 731.834 265.511 251.876 228.066 150.26 144.336 135.584 127.785 123.582 114.226 110.351 106.241 100.219 49.4427 32.9009 32.8661 26.1519 17.9549 15.4056 15.3842 14.86 13.9851 13.8806 13.3027 12.826 12.7195 12.5685 12.3129 11.38 11.1226 10.7831 10.5978 9.77903 9.25556 8.88974 8.13383 5.60301 5.16127 3.77251 2.82733 1.54131 1.46206 1.43802 1.29256 1.28909 1.15437 1.13379 0.858859 0.840923 0.745409 0.618333 0.588959 0.548955 0.450493 0.436709 0.361532 0.349083 0.330238 0.301109 0.156073 0.114044 0.0191996 0.00331544 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 63.020999999997009 51.437500000000007 33.257499999999716 28.13249999999994 38.187500000000007 19.163999999999991 43.530999999988133 23.88249999999994 12.382500000000165 15.219000000011876 10.312500000000002 8.3829999999998126 9.0940000000005075 49.406000000002685 58.65649999999733 31.811999999987169 45.156499999999149 22.585500000000142 7.6324999999997098 18.242500000000295 13.085000000000493 27.156499999997326 10.859500000000482 20.515500000000007 29.194999999999713 16.155999999988129 54.156499999999149 14.405999999988127 39.562500000010921 11.765499999999976 34.437499999985455 36.969000000011881 9.9375000000000018 24.890499999999978 9.2969999999997999 8.1559999999881274 8.570500000011636 8.936999999987167 9.7574999999997107 19.561999999988078 13.398499999999332 12.757499999999711 10.562999999998285 7.9369999999989895 12.046999999988659 15.765499999999976 17.421999999999574 8.2575000000006202 10.132500000000165 14.811999999990805 9.186999999987167 11.062999999997375 11.562500000000002 9.3904999999977026 42.18799999999829 8.6300000000001109 14.157000000000609 16.405999999988129 9.0160000000007603 18.530999999988129 8.4455000000120908 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 16 17 18 12 21 24 27 26 28 34 44 32 67 30 42 40 45 31 50 -5 -8 -9 -21 -11 -3 59 54 -6 55 52 -18 58 -16 69 -19 65 -17 -4 51 -22 63 56 73 -14 -12 -20 -35 -23 -25 -33 -44 -24 -2 -50 -47 -42 -27 -37 -7 -49 -10 -51 -13 -40 -52 -34 -26 right_child=2 5 3 6 7 11 13 15 19 20 23 22 25 -15 39 43 37 41 36 29 46 33 38 35 49 47 -28 -29 -30 -31 -32 48 72 53 -36 64 -38 -39 70 -41 62 -43 57 -45 -46 61 -48 66 60 68 71 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 leaf_value=-0.0059389882507651821 0.094197786698106536 0.034717156212439385 0.2062559461276311 0.2762130078913218 0.14889747321339336 0.060583105922801833 0.32829171178271893 0.17583514265423142 0.23637400047728263 0.12265314889684446 0.050404659664215042 0.075464395088579522 0.045744031779270604 0.37764527590233116 0.30109961314590405 0.19157177695150643 0.1614594266914553 0.22103664491001565 0.10657020607247657 0.25254874322841331 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871 1381 11216 341 679 702 530 9598 1618 7690 93 248 305 374 316 365 214 633 337 985 1908 3132 4558 153 69 150 202 1334 389 517 191 173 192 705 95 183 244 155 1203 468 161 155 122 135 92 2416 1313 2142 1798 113 573 232 630 388 261 109 256 310 150 229 239 1003 157 317 1360 1240 1096 1176 702 94 83 782 internal_count=180578 178326 2252 871 1381 11216 341 679 702 530 9598 1618 7690 93 248 305 374 316 365 214 633 337 985 1908 3132 4558 153 69 150 202 1334 389 517 191 173 192 705 95 183 244 155 1203 468 161 155 122 135 92 2416 1313 2142 1798 113 573 232 630 388 261 109 256 310 150 229 239 1003 157 317 1360 1240 1096 1176 702 94 83 782 is_linear=0 shrinkage=0.01089 Tree=59 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 18 split_gain=658454 270645 57210.7 9625.32 7679.53 7142.49 1627.76 1091.41 1040.93 1033.02 774.523 733.698 242.628 242.582 223.607 143.531 135.203 131.679 130.729 120.317 116.332 112.005 104.806 86.6169 37.3329 36.3429 32.7813 18.5996 17.5224 16.411 16.1075 14.828 14.2082 13.4125 12.9415 12.8119 12.4871 12.3491 11.8124 11.7215 11.6716 11.0893 10.7099 10.248 8.63305 8.42796 6.07116 4.87644 3.86226 3.75786 3.6755 1.62233 1.60338 1.21026 1.01744 0.989874 0.982599 0.963463 0.907542 0.889247 0.848555 0.642623 0.613548 0.52556 0.524937 0.434605 0.431007 0.429015 0.259047 0.238505 0.236128 0.215652 0.0688291 0.033812 0.022709 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.507499999999713 21.523500000000244 40.828499999999629 13.561999999987167 9.4535000000123564 61.289000000002495 8.7030000000122545 51.437500000000007 33.257499999999716 28.13249999999994 15.015499999999976 38.187500000000007 19.163999999999991 43.530999999988133 23.398500000000016 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178350 2250 934 11262 1316 359 575 676 640 9656 1606 114 7742 245 253 369 322 307 625 1914 981 309 331 42 3141 4601 124 180 1351 72 121 376 510 182 187 160 710 165 249 1204 471 170 126 127 127 162 166 139 2428 1331 1790 2173 665 186 109 393 255 155 255 1214 311 225 246 539 1020 317 1181 190 1082 708 94 1214 82 308 is_linear=0 shrinkage=0.01089 Tree=62 num_leaves=75 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 28 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 40 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=606315 252864 53471.8 9677.84 6693.87 6451.33 1607.19 981.272 962.135 840.326 688.527 682.033 284.371 216.293 181.543 126.632 125.456 119.996 116.232 104.374 99.8152 98.1055 94.3048 89.6698 46.214 34.1723 29.9849 16.4944 16.3661 14.5534 12.7756 12.5508 12.3771 12.0079 11.5521 11.3921 10.6435 10.5953 10.2369 9.65746 9.55538 9.54073 9.1223 6.76507 6.61354 6.50281 5.79105 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12.882999999999813 23.88249999999994 15.765499999999976 33.905999999999047 41.58849999999439 57.405999999997228 36.132999999997999 44.594000000011881 22.242500000000295 8.0629999999982847 9.2189999999982337 8.5154999999995216 8.8744999999998999 9.6175000000002928 14.550999999999137 20.210999999999334 10.484499999996844 9.9894999999996816 11.953500000012356 18.242500000000295 12.632999999999813 7.8670000000001901 8.1879999999973752 10.937999999997375 11.382499999999711 8.9529999999997489 13.148999999999662 8.6300000000001109 13.890999999999623 16.155999999988129 8.3829999999998126 9.3205000000107265 9.1255000000001036 15.398499999999332 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 10 14 18 15 20 13 21 45 25 27 35 44 28 46 30 38 32 34 48 -14 36 52 -5 -10 -16 68 -17 64 -20 53 -6 -3 56 -2 -22 60 -25 73 -19 -9 -8 -4 -18 -11 61 72 70 -15 -12 -32 -41 -24 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0.0950181 0.063995 0.038297 0.039787 0.0547831 0.0570898 0.0437534 0.0672077 0.0420264 0.0707591 0.0839114 0.0410003 0.0457499 0.0447819 0.0795226 internal_weight=0 178458 2250 905 1345 11231 353 552 681 664 9570 1661 112 7563 241 375 240 306 312 650 356 1011 2007 308 44 3140 4423 121 174 120 395 185 535 155 1293 190 1356 714 194 162 476 170 255 132 124 68 157 116 138 1335 2297 1784 2126 696 193 109 417 597 262 112 242 313 1022 297 273 1336 234 1077 202 128 707 1071 1226 127 internal_count=180708 178458 2250 905 1345 11231 353 552 681 664 9570 1661 112 7563 241 375 240 306 312 650 356 1011 2007 308 44 3140 4423 121 174 120 395 185 535 155 1293 190 1356 714 194 162 476 170 255 132 124 68 157 116 138 1335 2297 1784 2126 696 193 109 417 597 262 112 242 313 1022 297 273 1336 234 1077 202 128 707 1071 1226 127 is_linear=0 shrinkage=0.01089 Tree=63 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 29 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 40 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=593186 247387 52314.2 9468.42 6548.89 6311.66 1572.49 960.035 941.305 822.121 673.617 667.269 278.234 211.606 177.611 123.889 122.739 117.399 113.714 102.116 97.6545 95.9809 92.2631 87.7261 45.2138 33.4315 29.3357 16.1334 16.0116 14.2395 12.5012 12.2787 12.1087 11.7468 11.3017 11.1451 10.4119 10.3658 10.0153 9.44779 9.34814 9.33263 8.92433 6.61861 6.5347 6.47051 5.74222 5.66472 5.51282 4.09861 3.85302 3.38466 2.95839 1.38009 1.31985 1.18814 1.15884 0.972765 0.896376 0.822231 0.779748 0.626359 0.543886 0.460609 0.40968 0.407612 0.406147 0.312429 0.235502 0.209712 0.206338 0.181544 0.0814169 0.0726832 0.00666695 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.3904999999977026 13.561999999987167 58.65649999999733 8.7030000000122545 50.218499999999047 27.469000000000054 42.655999999999047 32.562000000001724 37.405999999988133 15.015499999999976 18.844000000011878 12.257999999999813 10.187500000000002 23.030999999988129 63.020999999997009 8.3129999999982847 9.0470000000013915 48.061999999987172 31.312500000003642 52.155999999988133 14.273500000000015 28.882499999999713 11.664000000002945 38.687500000000007 9.7574999999997107 26.507999999999814 7.5309999999881265 10.687999999996466 17.687499999985452 19.561999999988078 12.882999999999813 23.88249999999994 15.765499999999976 33.905999999999047 56.546500000000385 41.58849999999439 44.030999999988133 36.132999999997999 22.242500000000295 8.0629999999982847 9.2189999999982337 8.5154999999995216 8.8755000000001036 9.6175000000002928 20.210999999999334 10.484499999996844 13.890999999999623 9.9894999999996816 12.046999999988659 18.242500000000295 12.632999999999813 7.8670000000001901 8.1879999999973752 14.640500000000431 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136 758 124 779 72 483 287 69 364 465 internal_value=0 -0.00223855 0.175692 0.239708 0.132615 0.0472371 0.283773 0.211519 0.156346 0.108272 0.0438358 0.0668332 0.317623 0.0423469 0.268015 0.144749 0.227954 0.170547 0.198862 0.0754457 0.0969827 0.0612945 0.0494457 0.121312 0.339581 0.0401832 0.0438828 0.258348 0.16453 0.277715 0.0719574 0.15118 0.0581167 0.20567 0.0477058 0.13847 0.0388881 0.052595 0.0917192 0.103273 0.0648633 0.126619 0.0808427 0.178451 0.303313 0.220118 0.236287 0.192114 0.114755 0.0390089 0.0447556 0.041167 0.0429704 0.0467443 0.105274 0.0514587 0.0703034 0.048825 0.0598297 0.0939837 0.0632982 0.03788 0.0393538 0.0744025 0.0564682 0.0541866 0.0425787 0.066476 0.0415687 0.0829979 0.0405538 0.0452517 0.0786569 0.0443079 0.0434336 internal_weight=0 178458 2250 905 1345 11231 353 552 681 664 9570 1661 112 7563 241 375 240 306 312 650 356 1011 2007 308 44 3140 4423 121 174 120 395 185 535 155 1293 190 1356 714 194 162 476 170 255 132 68 124 116 157 138 1335 2260 1784 2163 696 109 417 236 597 262 112 242 313 1022 159 273 297 1173 234 1077 128 707 1071 127 1189 990 internal_count=180708 178458 2250 905 1345 11231 353 552 681 664 9570 1661 112 7563 241 375 240 306 312 650 356 1011 2007 308 44 3140 4423 121 174 120 395 185 535 155 1293 190 1356 714 194 162 476 170 255 132 68 124 116 157 138 1335 2260 1784 2163 696 109 417 236 597 262 112 242 313 1022 159 273 297 1173 234 1077 128 707 1071 127 1189 990 is_linear=0 shrinkage=0.01089 Tree=64 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=588406 243215 50830.4 8873.52 6506.44 6379.38 1346.81 1059.38 949.274 830.588 702.978 661.658 218.471 203.952 197.297 147.189 121.88 121.311 116.384 106.785 104.149 93.4518 80.7762 77.0683 33.1073 32.9504 26.5208 21.949 17.2414 16.9899 14.3924 12.9385 12.4396 12.3964 11.725 11.634 11.3626 11.1032 11.0354 10.5496 10.4419 9.58785 9.41519 8.78832 8.05138 7.49452 5.64711 4.75916 4.43265 3.52658 3.21158 1.45345 1.4168 1.14005 0.989301 0.924173 0.907713 0.820648 0.717943 0.590826 0.556799 0.540473 0.484357 0.454745 0.414738 0.36546 0.286968 0.280338 0.229136 0.216746 0.102726 0.0863632 0.0206581 0.0111547 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.132499999999938 55.805000000011212 40.828499999999629 30.172000000000484 21.523500000000244 13.561999999987167 9.4535000000123564 8.7030000000122545 63.020999999997009 51.437500000000007 38.187500000000007 32.921500000000385 27.820500000010728 15.015499999999976 19.163999999999991 43.530999999988133 12.218999999999143 23.398500000000016 10.187500000000002 8.3120000000030831 9.0785000000014424 49.406000000002685 58.65649999999733 36.609499999998668 31.811999999987169 45.156499999999149 15.938000000009199 0.92772409690767488 14.157000000000609 18.242500000000295 29.194999999999713 12.882999999999813 26.765999999999625 20.210999999999334 54.156499999999149 10.63300000000004 39.562500000010921 11.664000000002945 24.655999999988129 34.437499999985455 9.7574999999997107 22.242500000000295 8.5154999999995216 8.8909999999998508 9.2574999999999381 8.0155000000004311 12.507499999999711 14.550999999999137 16.405999999988129 17.421999999999574 9.9894999999996816 15.398499999999332 10.390499999997703 10.885000000002039 8.3829999999998126 9.6175000000002928 8.1559999999881274 8.804499999989277 9.186999999987167 11.882499999999711 11.313000000009199 13.265500000000431 20.515500000000007 8.570500000011636 8.9925000000002928 13.773500000000015 7.7579999999998117 9.3675000000002928 18.530999999988129 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 14 15 17 19 21 12 24 27 26 28 29 37 33 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180 46 49 103 58 134 241 694 21 74 79 79 100 60 27 47 122 87 192 399 594 76 23 110 79 68 20 97 29 82 164 79 29 23 160 73 102 83 75 49 357 79 742 48 674 353 356 148 99 53 82 235 97 209 169 645 482 294 599 777 124 94 68 58 329 430 66 113 436 54 52 internal_value=0 -0.0021785 0.173297 0.236246 0.131561 0.0462933 0.279908 0.209868 0.155002 0.107695 0.0656805 0.0429003 0.0415113 0.31575 0.266821 0.197885 0.168942 0.143345 0.0741902 0.0966251 0.228395 0.059955 0.120741 0.0486744 0.0393075 0.0430034 0.258803 0.306334 0.191318 0.163145 0.0795537 0.0378638 0.0704209 0.0911916 0.149712 0.0632486 0.137199 0.103028 0.279161 0.0514084 0.205936 0.0566456 0.125775 0.221573 0.177156 0.0469026 0.114476 0.0401687 0.237248 0.0421416 0.0439776 0.0380119 0.0616942 0.0724137 0.0823138 0.088778 0.04776 0.0774155 0.050212 0.0528632 0.0417087 0.0395628 0.0459519 0.0382765 0.0436299 0.0583227 0.0552577 0.0650516 0.105889 0.0406663 0.0426659 0.0684603 0.0366774 0.0445806 0.0944538 0.0998485 internal_weight=0 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599 1798 299 3527 70 4352 149 220 186 123 526 198 185 696 172 257 153 1576 133 462 342 94 165 1102 149 134 86 2200 1951 1490 2152 274 116 637 465 212 158 252 348 252 348 210 697 97 1304 896 90 1163 793 1214 82 99 788 is_linear=0 shrinkage=0.01089 Tree=67 num_leaves=74 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 19 24 24 24 24 24 24 24 24 29 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=551198 228071 47751.2 8779.39 6058.28 5775.87 1484.68 914.311 857.853 691.56 663.951 594.32 260.474 214.928 173.761 135.031 114.119 108.497 91.517 89.84 86.9298 80.7176 78.7872 78.0028 43.1401 38.8691 26.6742 16.4836 15.522 13.9631 13.6166 11.7822 11.0876 10.587 9.95853 9.69872 9.51506 9.51174 9.03654 8.89119 8.85743 8.32417 7.54395 7.20393 7.00094 6.80068 5.64748 4.58183 4.2176 4.20811 3.03326 2.98304 2.6503 1.30549 1.24575 0.981647 0.947014 0.932633 0.859355 0.816306 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leaf_count=167171 58 66 104 49 143 82 46 50 78 271 59 119 23 343 76 80 82 78 98 146 58 221 60 54 22 182 816 75 84 100 46 99 106 111 165 73 72 87 244 92 130 103 72 245 23 52 86 20 594 76 448 367 938 30 131 159 366 27 220 93 100 153 106 118 453 151 488 302 715 426 871 27 606 internal_value=0 -0.00212716 0.169391 0.229656 0.0453032 0.127624 0.271644 0.202702 0.149507 0.0420687 0.10406 0.065025 0.304257 0.0406776 0.256506 0.191483 0.138552 0.163049 0.220073 0.0598317 0.0735884 0.0481642 0.115957 0.0936878 0.325221 0.0386781 0.0422978 0.247101 0.185139 0.157393 0.26602 0.0567414 0.144674 0.132572 0.0510748 0.199251 0.0783987 0.0989359 0.0374012 0.0633472 0.0699689 0.121123 0.213462 0.046325 0.290488 0.170767 0.088428 0.0339183 0.0431462 0.109701 0.0397091 0.0376017 0.0414301 0.100826 0.0551366 0.0498564 0.0455509 0.0900051 0.0473832 0.0685235 0.0766374 0.0584814 0.0619084 0.0650672 0.0370584 0.0525364 0.0427343 0.0437446 0.0400792 0.0380783 0.0410737 0.0811925 0.0391618 internal_weight=0 178435 2250 921 11264 1329 360 561 689 9677 640 1587 114 7879 246 341 381 308 220 988 599 1798 298 342 45 3527 4352 124 188 178 122 526 188 193 696 153 257 171 1576 462 342 163 122 1102 69 130 171 86 2200 135 1951 1490 2152 117 274 380 637 113 465 212 158 252 252 210 697 316 1304 896 1163 793 1214 99 788 internal_count=180685 178435 2250 921 11264 1329 360 561 689 9677 640 1587 114 7879 246 341 381 308 220 988 599 1798 298 342 45 3527 4352 124 188 178 122 526 188 193 696 153 257 171 1576 462 342 163 122 1102 69 130 171 86 2200 135 1951 1490 2152 117 274 380 637 113 465 212 158 252 252 210 697 316 1304 896 1163 793 1214 99 788 is_linear=0 shrinkage=0.01089 Tree=68 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 split_gain=540856 222335 46730.2 8583.17 5930.03 5542.99 1408.27 905.554 837.686 677.049 626.363 624.763 259.194 199.508 167.071 119.577 111.324 100.27 99.5851 94.173 91.6368 81.9079 76.3236 73.9464 31.028 29.6179 27.8077 17.9928 14.2997 12.5205 12.2977 12.1129 12.0298 11.8499 10.5516 10.3607 9.69115 8.94304 8.90198 8.84146 8.45732 8.32841 8.11048 7.76728 6.86046 6.06599 5.38591 5.29439 5.18246 4.60645 4.54287 3.094 2.66777 1.79044 1.15189 1.06881 1.03001 1.0208 0.923261 0.771125 0.616032 0.602737 0.589579 0.566143 0.549766 0.502789 0.461646 0.4589 0.363287 0.228589 0.214769 0.155503 0.106181 0.0510589 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.187500000000002 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 13.632999999997994 61.289000000002495 8.7030000000122545 50.218499999999047 42.655999999999047 27.469000000000054 37.405999999988133 32.562000000001724 15.015499999999976 12.382500000000165 23.030999999988129 10.257499999999938 18.844000000011878 8.2575000000006202 9.0470000000013915 65.257999999998006 48.061999999987172 30.968500000002681 52.155999999988133 7.5309999999881265 11.765499999999976 57.405999999997228 15.765499999999976 28.882499999999713 26.234999999998767 38.687500000000007 19.561999999988078 9.8739999999961601 14.273500000000015 13.015499999999522 10.687999999996466 24.187500000003642 44.594000000011881 41.58849999999439 33.905999999999047 36.132999999997999 21.898499999999334 17.687499999985452 9.2425000000002928 8.5154999999995216 8.0155000000004311 8.8755000000001036 16.405999999988129 10.062500000000002 9.6329999999998126 11.461000000000697 20.210999999999334 12.046999999988659 18.242500000000295 10.937999999997375 9.3675000000002928 13.265500000000431 8.3829999999998126 12.757499999999711 10.484499999996844 8.1559999999881274 14.640500000000431 8.7810000000017698 13.890999999999623 8.570500000011636 7.8242500000001209 9.1255000000001036 15.398499999999332 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 9 14 17 16 23 13 20 32 24 27 44 35 46 28 39 31 47 38 48 30 52 -14 -5 -10 -16 -3 56 -8 73 -18 -7 -19 -25 55 69 64 65 -23 -17 -9 -20 -4 -11 -2 72 63 71 68 -35 -40 -12 -6 -39 -33 -50 -43 -51 -42 -26 -22 -24 -53 -41 -15 -13 -52 -32 -27 -21 right_child=2 4 3 6 11 8 12 15 18 21 22 19 26 25 29 43 34 36 45 33 40 42 41 37 50 49 -28 -29 -30 -31 51 58 -34 53 -36 -37 -38 57 54 67 62 60 -44 -45 -46 -47 -48 -49 59 61 70 66 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 leaf_value=-0.0052650566042128505 0.084428092751041559 0.028469342475036154 0.17896833239805321 0.23788750979008894 0.053276576967643936 0.12775232046568705 0.28254716730685514 0.20526360450691544 0.15180645764582407 0.10575170611531751 0.0441370806407895 0.066023129568741845 0.31129644134084483 0.039957949947156519 0.25907488505477333 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356 473 668 171 124 125 125 158 141 169 2392 1986 1136 2154 151 561 637 292 111 255 111 322 1184 226 898 247 346 945 162 1180 194 1088 191 1208 132 is_linear=0 shrinkage=0.01089 Tree=69 num_leaves=75 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 24 28 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 19 24 24 split_gain=529145 217520 45718.5 8397.43 5801.72 5422.93 1377.86 885.955 819.551 664.209 662.38 562.865 253.607 195.185 163.453 116.986 108.913 98.0972 97.4306 87.5951 86.5355 80.1326 79.6671 72.3449 30.3552 28.9762 27.2043 17.5994 13.9885 12.2501 12.0303 11.7716 11.3847 10.3228 10.1584 9.81041 9.63535 9.4806 8.74889 8.73129 8.62589 8.3489 7.93428 7.59934 6.71208 5.93459 5.26832 5.22418 5.06985 4.50647 4.44423 3.02651 2.6142 1.58131 1.07091 1.04544 1.03939 1.01233 0.90439 0.753991 0.71391 0.663292 0.597681 0.589498 0.55368 0.485268 0.451435 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17.687499999985452 9.2425000000002928 8.5154999999995216 8.0155000000004311 8.8744999999998999 10.062500000000002 13.398499999999332 9.6329999999998126 12.757499999999711 20.515500000000007 12.140999999999623 18.242500000000295 15.561999999990805 11.007500000003349 10.510500000000322 9.3675000000002928 8.3829999999998126 14.811999999990805 8.1559999999881274 8.9539999999999811 14.015499999999976 11.461000000000697 8.6300000000001109 7.8242500000001209 9.1255000000001036 16.687500000002732 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 9 10 14 17 16 13 23 20 31 24 27 44 34 46 28 35 41 47 39 48 30 52 -14 -5 -10 -16 -3 -8 56 -18 -7 55 62 -19 -25 68 60 69 -23 -17 -9 -20 -4 -12 -2 72 64 71 -15 -37 -34 -11 -22 -40 -43 -50 -24 -38 -21 -51 -26 -41 -53 -54 -13 -6 -52 -32 -27 -42 right_child=2 4 3 6 11 8 12 15 18 19 21 22 26 25 29 43 33 37 45 36 32 42 40 38 50 49 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117 338 117 388 25 leaf_count=167265 58 22 78 47 110 109 46 75 73 334 88 91 20 795 72 74 101 86 74 192 135 87 61 54 410 820 20 79 105 49 74 28 121 79 84 376 157 75 83 88 71 144 84 50 50 51 80 53 56 753 750 346 791 219 119 303 141 28 111 55 98 189 161 431 488 68 599 568 94 117 338 117 388 25 internal_value=0 -0.00209472 0.16592 0.224466 0.0443337 0.124775 0.265551 0.198345 0.146339 0.0411454 0.102205 0.0635771 0.296992 0.0397111 0.251015 0.213793 0.135502 0.186274 0.159669 0.0468567 0.0585721 0.113627 0.0719555 0.0915285 0.0376232 0.0411549 0.319705 0.242015 0.154362 0.260342 0.0362154 0.284627 0.0616815 0.14168 0.129725 0.045105 0.0499426 0.192432 0.0967059 0.0684893 0.0765845 0.0552407 0.118704 0.221529 0.206082 0.1672 0.179973 0.107453 0.0864619 0.0419843 0.0384436 0.0363708 0.0402335 0.0461292 0.0634667 0.0441468 0.0601242 0.0986063 0.056636 0.0879884 0.0749268 0.0512636 0.0486448 0.0424788 0.0378584 0.0704749 0.0366332 0.0405398 0.066807 0.0536681 0.0389259 0.0350686 0.0414989 0.0793126 internal_weight=0 178480 2251 929 11215 1322 361 568 676 9621 646 1594 114 7690 247 249 373 319 303 1931 998 312 596 334 3144 4546 40 126 178 121 1158 74 516 180 193 1232 699 161 165 341 255 482 171 124 125 125 158 141 169 2392 1986 1136 2154 595 240 637 276 111 255 111 159 346 353 1184 898 156 945 1359 185 227 1088 191 1208 96 internal_count=180731 178480 2251 929 11215 1322 361 568 676 9621 646 1594 114 7690 247 249 373 319 303 1931 998 312 596 334 3144 4546 40 126 178 121 1158 74 516 180 193 1232 699 161 165 341 255 482 171 124 125 125 158 141 169 2392 1986 1136 2154 595 240 637 276 111 255 111 159 346 353 1184 898 156 945 1359 185 227 1088 191 1208 96 is_linear=0 shrinkage=0.01089 Tree=70 num_leaves=73 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 28 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 29 24 24 24 24 24 24 24 24 24 24 24 28 24 24 split_gain=513292 211709 45707 8028.45 5802.17 5417.75 1219.49 1013.05 797.648 719.056 574.45 570.948 195.744 191.805 175.29 131.413 126.201 123.733 88.8015 85.6526 81.6273 81.4389 75.1069 67.6089 29.3842 28.7977 23.9352 16.6768 16.6097 14.4629 13.4119 12.4739 11.6302 11.5679 9.87906 9.87449 9.23289 9.00922 8.77987 8.25948 8.21532 8.14963 7.10989 6.67189 6.55374 6.52813 5.39477 5.09325 4.41146 3.65802 3.27738 2.78338 1.1031 1.09135 1.05576 0.891162 0.817209 0.79289 0.780291 0.708762 0.585529 0.483891 0.443498 0.421849 0.368748 0.359668 0.344787 0.159965 0.153222 0.117559 0.0822662 0.0381623 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 47.344000000011881 25.188000000012838 11.132499999999938 55.805000000011212 40.453500000014181 30.172000000000484 21.030999999988129 9.4535000000123564 13.561999999987167 63.020999999997009 8.7030000000122545 50.780999999988133 27.469000000000054 43.530999999988133 37.781000000002685 18.530999999988129 14.811999999990805 32.562000000001724 12.257999999999813 23.030999999988129 10.187500000000002 8.2575000000006202 9.0630000000128366 53.085999999999338 57.405999999997228 28.882499999999713 19.561999999988078 36.609499999998668 7.5309999999881265 45.156499999999149 15.765499999999976 48.83649999999944 11.664000000002945 39.164000000000676 10.687999999996466 26.234999999998767 23.88249999999994 31.312500000003642 12.882999999999813 41.58849999999439 14.157000000000609 33.905999999999047 9.7574999999997107 17.421999999999574 22.242500000000295 8.4455000000120908 8.8909999999998508 9.2425000000002928 8.0155000000004311 20.210999999999334 15.398499999999332 10.484499999996844 8.570500000011636 9.9894999999996816 60.297000000000487 11.953500000012356 12.632999999999813 9.3205000000107265 9.6175000000002928 8.1559999999881274 8.7810000000017698 11.382499999999711 10.937999999997375 13.148999999999662 13.773500000000015 8.9840000000021991 7.7579999999998117 16.155999999988129 14.550999999999137 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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269 297 232 199 1126 182 128 155 is_linear=0 shrinkage=0.01089 Tree=71 num_leaves=72 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 28 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 35 24 24 24 22 24 24 24 24 24 24 24 24 24 24 24 split_gain=502177 207123 44717.5 7854.76 5676.7 5300.46 1193.19 991.123 865.337 615.774 562.012 558.589 191.502 187.649 171.76 129.672 123.468 121.054 101.401 83.8 79.6751 76.9928 66.2209 66.1576 28.7539 28.1761 22.8596 19.8558 16.3168 13.1211 12.6733 11.3787 10.5807 9.68673 9.66039 9.62002 9.23074 9.03222 8.43787 8.4246 8.31968 7.97285 7.16232 6.98813 6.54653 6.22273 5.3341 5.28994 4.34837 3.49874 2.84168 2.48867 1.05267 1.02327 0.888227 0.774251 0.763127 0.693176 0.572784 0.536483 0.511525 0.460241 0.437112 0.371509 0.36058 0.351651 0.33699 0.214225 0.181802 0.111009 0.0800392 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 47.344000000011881 24.890499999999978 11.132499999999938 55.805000000011212 40.453500000014181 29.453500000012358 20.515500000000007 9.4535000000123564 13.561999999987167 63.020999999997009 8.7030000000122545 51.437500000000007 31.811999999987169 43.530999999988133 37.781000000002685 27.156499999997326 15.015499999999976 12.257999999999813 22.585500000000142 18.530999999988129 10.257499999999938 8.3129999999982847 9.0470000000013915 49.406000000002685 33.257499999999716 57.405999999997228 36.609499999998668 7.5309999999881265 45.156499999999149 14.273500000000015 23.88249999999994 11.664000000002945 25.953500000011449 28.13249999999994 39.164000000000676 53.085999999999338 19.561999999988078 9.8739999999961601 12.882999999999813 15.765499999999976 42.18799999999829 10.687999999996466 30.507499999999713 21.523500000000244 17.687499999985452 9.2425000000002928 8.0629999999982847 8.5154999999995216 8.8744999999998999 10.007500000003349 9.6329999999998126 13.890999999999623 59.780999999988133 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2269 910 1359 11205 332 578 712 647 9555 1650 88 7727 244 342 248 330 370 651 999 307 340 1828 3138 4589 148 183 64 178 1339 124 396 170 525 188 182 152 96 165 1192 474 255 124 636 159 137 175 2439 1318 1799 2150 556 636 233 40 256 242 1221 311 163 1007 339 1353 269 297 232 1092 707 1218 128 is_linear=0 shrinkage=0.01089 Tree=72 num_leaves=71 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 split_gain=489783 202989 43035.2 7572.73 5432.51 5192.26 1254.99 845.372 804.094 595.206 553.695 549.992 235.147 173.504 155.98 120.1 114.406 99.4033 83.0386 80.0949 77.5578 77.1244 75.0445 64.501 30.6597 22.1173 18.8191 15.932 14.2144 11.8351 10.9694 10.8342 9.8998 9.80849 9.57826 9.43544 8.92215 8.18206 8.07328 8.05174 7.94874 7.92122 7.42078 6.78773 6.71627 5.05429 4.76084 3.73399 3.61767 2.80117 2.58888 1.20882 1.13122 1.03534 1.01498 0.417244 0.402171 0.383295 0.36257 0.303204 0.296932 0.233125 0.213098 0.202991 0.159504 0.132883 0.118647 0.107454 0.0846969 0.024555 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 24.890499999999978 11.132499999999938 54.156499999999149 29.453500000012358 40.453500000014181 20.515500000000007 9.3904999999977026 13.561999999987167 61.289000000002495 8.6300000000001109 50.218499999999047 31.811999999987169 37.781000000002685 27.156499999997326 14.811999999990805 42.655999999999047 12.218999999999143 22.585500000000142 10.132500000000165 18.530999999988129 9.0160000000007603 8.2575000000006202 33.257499999999716 48.061999999987172 36.609499999998668 0.92772409690767488 15.765499999999976 52.155999999988133 28.13249999999994 10.562999999998285 12.757499999999711 57.405999999997228 25.953500000011449 9.7030000000122545 39.164000000000676 23.88249999999994 11.664000000002945 19.561999999988078 44.594000000011881 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223 77 501 612 75 78 85 20 55 46 104 162 139 26 105 363 67 82 101 84 48 97 76 82 82 485 612 594 339 218 148 70 318 153 595 186 139 124 93 697 450 808 590 69 71 342 62 116 internal_value=0 -0.00203042 0.159156 0.216912 0.120121 0.0428072 0.255978 0.140842 0.191704 0.0970974 0.0397203 0.0605858 0.287545 0.0383712 0.242676 0.153374 0.18119 0.129543 0.068364 0.208185 0.0555278 0.107979 0.0448139 0.0869327 0.0396391 0.0362208 0.159543 0.23401 0.175364 0.0350523 0.0726646 0.251724 0.135265 0.0475269 0.0585375 0.275492 0.123866 0.0431669 0.188419 0.113057 0.0524675 0.0919195 0.214437 0.0648259 0.146281 0.0821988 0.101991 0.0405152 0.0387578 0.0370304 0.0352004 0.0487859 0.0598885 0.070767 0.0439871 0.0462518 0.0354482 0.0421766 0.0511799 0.0540304 0.0567692 0.0391554 0.0373885 0.0401082 0.0410099 0.0634121 0.0751972 0.0382668 0.0665954 0.0340036 internal_weight=0 178427 2264 913 1351 11221 358 711 555 640 9561 1660 106 7559 252 337 339 374 654 216 1006 309 2002 331 4755 2804 180 129 188 1148 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15.584 13.9062 11.1023 10.6007 10.1243 9.68437 9.37035 9.23335 8.81637 8.728 8.51962 7.89803 7.77645 7.74913 7.26033 7.12969 6.57018 6.23337 4.96863 3.65294 3.60626 2.90005 2.76871 2.73861 1.1064 0.919011 0.786935 0.682993 0.586064 0.463613 0.460109 0.454778 0.387091 0.372106 0.354456 0.296335 0.290262 0.263171 0.197802 0.158064 0.141109 0.115622 0.0349511 0.0127386 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 24.890499999999978 11.132499999999938 54.156499999999149 29.453500000012358 40.453500000014181 20.515500000000007 9.4535000000123564 13.561999999987167 61.289000000002495 8.7030000000122545 50.218499999999047 31.811999999987169 37.781000000002685 27.156499999997326 15.015499999999976 42.655999999999047 12.218999999999143 23.030999999988129 10.187500000000002 18.530999999988129 8.3129999999982847 9.0785000000014424 33.257499999999716 48.061999999987172 36.609499999998668 7.6717500000002028 52.155999999988133 14.273500000000015 28.13249999999994 12.757499999999711 57.405999999997228 21.898499999999334 25.953500000011449 10.63300000000004 39.164000000000676 11.664000000002945 19.561999999988078 44.594000000011881 15.765499999999976 30.507499999999713 9.7574999999997107 17.421999999999574 23.88249999999994 8.9069999999996998 9.2574999999999381 8.0629999999982847 8.5154999999995216 13.085000000000493 13.890999999999623 9.9894999999996816 10.390499999997703 10.937999999997375 9.6175000000002928 8.8205000000107265 8.1879999999973752 14.640500000000431 9.1255000000001036 11.313000000009199 11.882499999999711 12.507499999999711 7.8829999999998117 8.6300000000001109 8.4455000000120908 9.0074999999997107 16.155999999988129 15.398499999999332 9.3675000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 17 16 23 13 20 34 24 27 43 28 36 31 -10 39 35 44 45 29 47 -17 -5 -4 -3 -16 52 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24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=477105 195187 41445.6 7014.94 5548.68 5195.94 1174.16 789.725 765.444 736.719 593.852 512.214 183.521 178.23 164.443 101.717 99.5116 92.5221 86.6145 80.4871 78.7484 75.5608 73.5641 68.4352 33.074 24.2044 23.5864 23.0285 13.5745 11.9465 9.72032 9.45284 9.03515 8.87901 8.5608 8.26322 8.1613 8.01698 7.93079 7.88643 7.86426 7.71438 7.62978 6.94554 6.80138 6.24875 4.74845 4.73899 4.17526 3.5848 2.60165 2.48714 2.26393 1.3469 0.819008 0.807533 0.786068 0.75289 0.731267 0.673939 0.535381 0.498071 0.486077 0.329022 0.299268 0.262397 0.244235 0.216191 0.204776 0.162212 0.13928 0.119579 0.0906396 0.0407502 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 63.020999999997009 51.437500000000007 32.921500000000385 28.13249999999994 38.187500000000007 19.163999999999991 44.030999999988133 23.398500000000016 12.382500000000165 15.219000000011876 10.312500000000002 8.3829999999998126 58.65649999999733 49.406000000002685 9.1244999999998999 34.437499999985455 24.655999999988129 13.015499999999522 18.242500000000295 27.156499999997326 29.194999999999713 10.859500000000482 20.210999999999334 39.562500000010921 7.7579999999998117 14.405999999988127 42.18799999999829 16.155999999988129 53.085999999999338 11.765499999999976 36.969000000011881 31.811999999987169 9.8830000000016316 0.13293607487214654 22.585500000000142 45.156499999999149 9.2969999999997999 8.570500000011636 8.1879999999973752 8.9684999999990413 13.398499999999332 12.046999999988659 10.562999999998285 9.7030000000122545 10.062500000000002 17.421999999999574 15.765499999999976 14.811999999990805 8.0629999999982847 12.632999999999813 11.062999999997375 11.562500000000002 9.1880000000128366 9.3904999999977026 14.015499999999976 8.6300000000001109 8.2575000000006202 8.8360000000002419 16.405999999988129 20.515500000000007 18.530999999988129 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 16 17 18 12 21 24 25 26 44 32 43 31 39 47 42 38 45 37 -8 -5 52 -17 -22 62 58 -6 -18 55 -20 -19 46 67 -10 59 -16 64 -4 -9 56 -3 -11 -21 65 -26 61 70 -32 -44 -25 -12 -47 -2 -24 -40 -39 -23 -36 -7 -29 -51 -13 -52 -53 -14 -42 -37 -33 right_child=2 5 3 6 7 11 13 15 19 20 23 22 27 -15 41 28 33 36 35 48 29 30 40 34 50 -27 -28 49 -30 -31 53 73 -34 -35 63 72 -38 51 60 -41 71 -43 54 -45 -46 57 -48 -49 -50 66 68 69 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 leaf_value=-0.0049302693023945904 0.078150570607239817 0.032786869999483312 0.17124356823251491 0.22924032090735758 0.12356817323323184 0.050280585848355423 0.2721069105897666 0.14596505656655936 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0.042585863888714152 0.044442972812747797 0.081347850016132539 0.072446864587628113 0.067840509759404602 0.034585216009283659 0.057276482220685876 0.049233663151552913 0.051613319656185215 0.039860017705427811 0.04090090357970138 0.063992071012397428 0.037296553425923688 0.035496782476688957 0.038177666355526003 0.076245529038241749 0.097004446884097179 0.086647586910197388 leaf_weight=167390 31 67 78 75 109 139 46 75 49 83 264 91 345 24 50 73 77 82 79 48 88 88 102 223 784 24 76 770 78 106 152 30 77 109 164 30 73 241 91 77 44 49 115 84 77 244 20 52 47 584 435 370 893 112 147 159 366 229 80 58 69 452 152 149 84 524 302 93 704 415 928 53 59 54 leaf_count=167390 31 67 78 75 109 139 46 75 49 83 264 91 345 24 50 73 77 82 79 48 88 88 102 223 784 24 76 770 78 106 152 30 77 109 164 30 73 241 91 77 44 49 115 84 77 244 20 52 47 584 435 370 893 112 147 159 366 229 80 58 69 452 152 149 84 524 302 93 704 415 928 53 59 54 internal_value=0 -0.00198267 0.157625 0.215826 0.120071 0.0419843 0.25425 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882 1367 11222 344 675 538 692 9632 1590 7834 94 250 303 372 317 363 221 329 989 601 1798 3488 70 151 4346 151 194 504 195 186 186 695 168 155 1565 344 126 257 99 485 162 152 1103 87 135 95 2180 1923 1478 2166 264 262 382 630 473 111 160 160 693 240 313 223 1294 886 184 1139 785 1273 97 89 84 is_linear=0 shrinkage=0.01089 Tree=75 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 split_gain=466774 190959 40548.3 6863.11 5428.5 5083.45 1148.78 772.701 748.882 720.755 580.993 501.128 179.545 174.38 160.888 117.865 90.6665 84.7377 79.5051 78.7466 77.1292 73.9372 71.9719 66.9534 32.3569 23.6848 23.0743 22.5368 14.4759 12.9927 11.5012 9.93041 9.24823 8.83932 8.37523 8.0846 7.91189 7.75883 7.7133 7.69417 7.68904 7.01978 6.21305 6.11328 5.8873 5.54607 4.08382 3.78702 3.44063 2.54514 1.94034 1.29175 1.05136 0.875691 0.789846 0.768807 0.736368 0.714599 0.694563 0.665065 0.659162 0.523525 0.501266 0.339058 0.321661 0.238769 0.213541 0.211187 0.200138 0.116549 0.0949345 0.0878005 0.0391622 0.00466423 0.00342214 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 63.020999999997009 51.437500000000007 28.13249999999994 38.687500000000007 19.163999999999991 33.257499999999716 44.030999999988133 23.88249999999994 12.507499999999711 15.219000000011876 10.312500000000002 8.3829999999998126 58.65649999999733 49.406000000002685 9.0940000000005075 29.453500000012358 37.405999999988133 22.585500000000142 11.882499999999711 18.242500000000295 27.156499999997326 10.859500000000482 20.210999999999334 7.6324999999997098 14.405999999988127 42.18799999999829 16.155999999988129 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=455557 185971 39298.9 6415.5 5345.37 4875.19 1110.19 780.907 740.704 697.057 537.066 500.657 177.707 165.702 145.697 99.5061 96.0488 88.1176 82.4382 82.0091 81.0252 78.4068 75.7586 58.4901 25.0482 24.5629 21.8428 17.5539 13.0318 10.8052 10.5915 10.1457 9.83052 8.7676 8.75447 8.57512 8.34889 8.19979 7.49985 7.49041 7.4248 6.86786 6.83441 6.53676 5.86581 5.67869 4.29858 3.58596 3.22198 2.88816 2.49634 2.48978 1.28952 0.91814 0.893731 0.804926 0.699208 0.637318 0.624646 0.572671 0.519074 0.430188 0.410405 0.388987 0.368061 0.322955 0.280287 0.213026 0.180854 0.143427 0.13058 0.0580625 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 13.632999999997994 9.4535000000123564 63.020999999997009 8.7030000000122545 50.780999999988133 33.257499999999716 28.13249999999994 38.187500000000007 12.257999999999813 19.163999999999991 44.030999999988133 15.219000000011876 23.398500000000016 10.257499999999938 9.0630000000128366 8.3129999999982847 58.65649999999733 53.085999999999338 31.811999999987169 24.655999999988129 48.83649999999944 14.405999999988127 12.882999999999813 11.664000000002945 18.242500000000295 29.194999999999713 20.210999999999334 26.765999999999625 39.562500000010921 16.155999999988129 9.8739999999961601 42.18799999999829 7.6324999999997098 36.969000000011881 10.687999999996466 34.437499999985455 22.242500000000295 45.156499999999149 8.8909999999998508 9.2425000000002928 8.0629999999982847 8.5154999999995216 13.265500000000431 10.007500000003349 9.6329999999998126 14.015499999999976 12.046999999988659 12.632999999999813 17.421999999999574 15.765499999999976 9.3205000000107265 10.484499999996844 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689 1676 9506 92 7683 250 310 374 309 1055 359 223 621 330 1823 4579 3104 70 121 178 193 129 376 524 531 189 183 170 191 151 245 1185 121 1332 158 638 132 137 102 2380 2199 1295 1772 279 558 627 221 259 245 108 152 1210 346 1008 155 1243 272 292 287 1077 695 1137 93 is_linear=0 shrinkage=0.01089 Tree=77 num_leaves=75 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=445692 181943 38448.1 6276.65 5229.61 4769.64 1086.2 764 724.676 681.958 525.441 489.816 173.87 162.111 142.542 97.3823 93.9683 86.209 80.6525 80.2315 79.4255 76.7103 74.116 57.2374 24.5139 24.0304 21.3751 17.1753 12.9166 11.0248 10.5964 10.3593 9.92598 9.61725 8.57749 8.56403 8.38823 8.16753 8.02123 7.65194 7.33659 7.32842 6.68574 6.52103 6.39425 5.617 4.20467 3.83879 2.44193 2.43562 2.18696 1.26137 0.939723 0.787276 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7.6324999999997098 31.811999999987169 36.969000000011881 9.7574999999997107 22.242500000000295 9.2425000000002928 8.0629999999982847 8.5154999999995216 8.8744999999998999 13.265500000000431 10.484499999996844 14.015499999999976 11.953500000012356 9.9894999999996816 12.507499999999711 17.421999999999574 15.765499999999976 9.3205000000107265 24.187500000003642 9.6175000000002928 8.1879999999973752 14.811999999990805 8.9380000000128366 11.382499999999711 10.937999999997375 7.9369999999989895 8.6300000000001109 8.4455000000120908 9.1255000000001036 16.405999999988129 42.18799999999829 19.561999999988078 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 11 14 16 17 19 18 13 26 25 31 43 38 44 34 35 72 32 46 45 50 42 -8 -16 -17 -22 60 -5 53 56 65 57 -18 73 -6 52 -19 58 -3 -9 -4 61 -11 70 67 69 -15 -35 -25 -12 -36 -47 -20 -2 -23 -49 -24 -13 -50 -34 -52 -7 -41 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18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 18 18 18 18 18 split_gain=436739 178874 38174.7 6192.63 5165.35 4778.27 1078.52 737.345 703.468 669.35 541.294 468.969 177.082 170.438 153.12 96.1253 90.7505 83.9423 80.0904 78.9923 71.9162 70.0835 67.869 62.6356 31.5217 22.9283 21.8706 20.8054 12.068 10.5257 10.5211 10.2031 9.55548 8.39565 8.31588 8.25794 8.08331 7.93112 7.82013 7.31539 7.23642 6.92606 6.76704 6.30963 5.73058 4.01772 3.78721 3.35655 3.07398 2.36077 2.04628 1.31759 1.26289 1.10161 0.903678 0.775218 0.73162 0.628359 0.621606 0.571339 0.546163 0.477132 0.318536 0.310667 0.279446 0.244109 0.23255 0.225981 0.192413 0.14553 0.0969905 0.0722081 0.0615901 0.0606814 0.0223797 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 63.020999999997009 8.7574999999997107 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215 112 162 416 114 244 311 328 313 1304 896 223 1158 91 1208 98 813 82 82 internal_count=180859 178606 2253 873 1380 11230 346 686 527 694 9637 1593 93 7853 253 310 376 304 367 223 327 991 602 1784 3506 71 155 4347 156 1577 178 191 507 194 98 192 173 184 1160 260 484 342 154 123 624 136 1555 2200 100 1929 2147 263 744 126 1227 261 215 112 162 416 114 244 311 328 313 1304 896 223 1158 91 1208 98 813 82 82 is_linear=0 shrinkage=0.01089 Tree=79 num_leaves=76 num_cat=0 split_feature=24 23 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 21 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 split_gain=427282 175000 37348.1 6058.6 5053.45 4674.82 1055.22 721.381 688.245 654.848 529.573 458.816 173.26 166.746 149.81 94.0428 88.7847 82.1263 78.3566 77.4654 70.3587 68.5652 66.4008 61.2796 30.8383 22.4373 21.396 20.3578 11.8059 10.4365 10.2969 10.2918 9.9811 9.3482 8.21393 8.14029 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35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 63.020999999997009 51.437500000000007 33.257499999999716 28.13249999999994 38.187500000000007 19.163999999999991 23.88249999999994 43.530999999988133 12.382500000000165 15.219000000011876 10.390499999997703 8.3829999999998126 58.65649999999733 49.406000000002685 9.109499999998663 31.811999999987169 22.585500000000142 13.015499999999522 45.156499999999149 18.242500000000295 27.156499999997326 20.210999999999334 9.9894999999996816 16.155999999988129 29.194999999999713 7.7579999999998117 11.765499999999976 14.550999999999137 39.164000000000676 53.085999999999338 10.859500000000482 36.969000000011881 24.890499999999978 0.17748380207603817 34.437499999985455 9.2969999999997999 8.570500000011636 8.1879999999973752 8.9380000000128366 9.7574999999997107 13.398499999999332 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114 347 22 48 46 74 56 26 82 75 131 64 146 181 23 78 798 103 86 152 48 81 81 30 201 39 105 249 149 126 96 48 160 83 83 20 83 581 436 363 506 355 117 101 81 109 95 221 107 463 53 157 166 524 302 111 710 415 62 807 55 479 54 598 internal_value=0 -0.00185144 0.147206 0.201996 0.11247 0.039297 0.237656 0.133304 0.179234 0.0922549 0.0364939 0.0564076 0.0352766 0.268694 0.226212 0.145488 0.123083 0.168853 0.0821245 0.103189 0.193787 0.0519143 0.0638714 0.0417882 0.0335342 0.260553 0.219586 0.0366815 0.140252 0.0981561 0.054697 0.199575 0.0773236 0.11799 0.0875012 0.0403169 0.0679331 0.128531 0.0324286 0.0489728 0.060727 0.174767 0.236791 0.0445353 0.163247 0.108452 0.029397 0.152851 0.0374158 0.0344402 0.0326072 0.0359242 0.0396445 0.0560851 0.0664543 0.0753069 0.0502106 0.0594668 0.0415146 0.0531231 0.0321475 0.186627 0.0455804 0.0434703 0.0370593 0.0379486 0.0475295 0.0347634 0.0330271 0.0898326 0.0356047 0.0705131 0.0362979 0.0847966 0.0339637 internal_weight=0 178366 2263 878 1385 11232 342 682 536 703 9651 1581 7847 92 250 311 371 313 365 338 223 987 594 1804 3503 70 154 4344 182 173 507 123 193 192 172 1175 259 179 1578 480 335 152 96 629 161 165 88 129 2205 1925 1490 2139 753 269 165 112 258 209 422 238 712 100 317 312 1322 883 222 1146 778 92 1154 94 985 80 779 internal_count=180629 178366 2263 878 1385 11232 342 682 536 703 9651 1581 7847 92 250 311 371 313 365 338 223 987 594 1804 3503 70 154 4344 182 173 507 123 193 192 172 1175 259 179 1578 480 335 152 96 629 161 165 88 129 2205 1925 1490 2139 753 269 165 112 258 209 422 238 712 100 317 312 1322 883 222 1146 778 92 1154 94 985 80 779 is_linear=0 shrinkage=0.01089 Tree=81 num_leaves=76 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 19 24 24 24 split_gain=409598 167436 35527.1 5871.94 4809.96 4443.91 991.509 697.517 662.233 640.855 512.831 436.815 158.231 144.845 135.4 95.2713 82.2139 80.543 76.5116 71.9471 69.6326 66.1566 61.8369 59.8201 28.7333 20.8218 20.0944 19.6747 10.9843 9.9303 8.59162 8.40779 7.79627 7.59321 7.57486 7.50022 7.30176 6.92933 6.92757 6.63397 6.56154 6.43245 6.06465 5.85517 5.40793 5.22518 4.66871 3.36456 3.0863 2.22313 1.70393 1.21812 1.1947 0.703765 0.681221 0.663007 0.658101 0.617816 0.561297 0.438127 0.419552 0.30896 0.28357 0.283407 0.281753 0.207184 0.194251 0.175308 0.0878257 0.0827426 0.0433848 0.032985 0.00405896 0.00356395 0.00298534 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 63.020999999997009 51.437500000000007 32.921500000000385 28.13249999999994 38.187500000000007 19.163999999999991 23.88249999999994 43.530999999988133 12.382500000000165 15.219000000011876 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223 987 594 1804 3503 70 154 4344 154 173 507 123 193 192 172 1175 259 179 1578 480 335 152 96 157 629 161 165 2257 1542 1925 2087 753 269 165 112 258 209 535 422 1007 238 1374 100 317 312 883 222 1146 1081 92 94 169 80 779 398 is_linear=0 shrinkage=0.01089 Tree=82 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 split_gain=395530 163801 34370 5717.45 4714.15 4327.01 961.089 662.383 644.098 625.263 473.052 442.824 150.357 145.433 134.478 98.0798 77.7122 73.961 69.5521 69.4952 68.881 67.6918 61.4911 60.9396 22.3137 21.5518 18.9434 17.7265 12.0543 11.4285 9.33595 8.49564 8.2715 8.1207 7.04489 6.95851 6.85049 6.45338 6.21889 6.04533 5.75933 5.466 5.05751 4.87561 4.80804 4.71658 4.12109 3.04693 2.4631 2.40669 2.23419 1.89236 1.85671 1.12044 0.798157 0.772177 0.722206 0.696392 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18 18 18 18 18 18 18 18 18 18 18 split_gain=386965 160254 33625.9 5593.7 4612.05 4233.36 940.323 648.045 630.161 611.721 450.235 444.987 147.11 142.282 131.571 95.9559 76.0291 72.359 68.0471 67.9915 67.39 66.2256 65.104 55.1113 21.8303 21.0906 18.5323 17.3466 11.7927 11.1806 9.35217 9.13329 8.31164 7.94896 6.8913 6.70228 6.31345 6.13128 5.91419 5.9011 5.63388 5.3736 5.34685 4.94602 4.76857 4.6139 4.0317 2.98076 2.83452 2.40866 2.35443 1.85083 1.25414 1.17315 0.780682 0.755284 0.706331 0.68219 0.681096 0.504366 0.447758 0.434011 0.411212 0.387748 0.341688 0.329848 0.300867 0.156754 0.148861 0.127458 0.0249808 0.00347007 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.187500000000002 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 13.632999999997994 9.4535000000123564 63.020999999997009 8.7030000000122545 51.437500000000007 28.5630000000092 38.187500000000007 19.561999999988078 44.030999999988133 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120 128 160 144 2453 206 98 2145 144 1361 1575 646 546 225 290 261 153 319 156 222 245 343 1261 1353 1192 97 784 792 785 is_linear=0 shrinkage=0.01089 Tree=84 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 split_gain=381609 156396 33296.7 5555.99 4506.65 4175.69 951.478 641.772 610.297 602.503 476.59 413.753 148.28 145.123 130.629 95.9797 74.6633 71.5687 70.0427 66.8834 62.9957 60.4545 59.4711 54.7179 26.9491 21.8599 18.2605 16.3189 11.2337 10.2874 8.72517 8.30997 8.22808 7.87565 7.39246 7.27807 7.11344 6.83813 6.79245 6.45079 6.09278 5.89055 5.19494 5.11064 4.67414 4.38264 2.85577 2.8425 2.08948 1.82496 1.42342 1.08627 0.808356 0.645618 0.573152 0.543075 0.530695 0.486715 0.472489 0.418157 0.393385 0.364917 0.276033 0.231222 0.228983 0.206804 0.19124 0.173689 0.135657 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164 150 521 93 294 713 27 50 870 60 114 583 50 leaf_count=167029 31 37 100 50 80 141 52 73 51 85 393 88 392 24 74 101 78 83 72 83 51 148 101 155 191 20 771 46 105 86 50 97 81 73 51 106 28 32 196 73 89 91 79 161 82 78 586 608 443 890 50 340 133 85 58 156 361 212 114 422 111 67 164 150 521 93 294 713 27 50 870 60 114 583 50 internal_value=0 -0.00177679 0.140969 0.193428 0.107496 0.0376085 0.227961 0.127621 0.17162 0.088145 0.0349079 0.0539748 0.0337559 0.257113 0.216423 0.118592 0.161787 0.0785623 0.185449 0.0988219 0.140205 0.049659 0.0611487 0.0400118 0.0320962 0.249013 0.0351081 0.224745 0.123774 0.157233 0.191225 0.0471245 0.0938704 0.208266 0.0310437 0.11284 0.0739667 0.0836471 0.038585 0.0650931 0.0581132 0.0525353 0.135312 0.0425945 0.103791 0.145948 0.0358169 0.0311592 0.0329645 0.0343923 0.168377 0.0379444 0.0457758 0.072131 0.0636439 0.048581 0.0304862 0.0397337 0.0514091 0.0315022 0.0539904 0.0597662 0.0415925 0.0436192 0.0354769 0.0566814 0.0363152 0.0332716 0.0673831 0.178431 0.0341095 0.0858658 0.0298927 0.0325047 0.0766762 internal_weight=0 178234 2249 876 1373 11205 339 673 537 700 9618 1587 7847 96 243 392 314 369 223 331 281 991 596 1771 3523 72 4324 120 206 186 122 527 166 123 1593 186 194 175 1141 259 337 464 152 630 165 129 2172 1556 1930 2152 128 733 274 116 159 253 526 408 262 1030 202 156 319 311 1292 181 880 1156 100 101 1262 92 165 774 78 internal_count=180483 178234 2249 876 1373 11205 339 673 537 700 9618 1587 7847 96 243 392 314 369 223 331 281 991 596 1771 3523 72 4324 120 206 186 122 527 166 123 1593 186 194 175 1141 259 337 464 152 630 165 129 2172 1556 1930 2152 128 733 274 116 159 253 526 408 262 1030 202 156 319 311 1292 181 880 1156 100 101 1262 92 165 774 78 is_linear=0 shrinkage=0.01089 Tree=85 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 split_gain=373346 153008 32575.8 5435.74 4409.04 4085.29 930.917 627.881 597.091 589.447 466.27 404.797 145.067 141.989 127.8 93.9 73.0483 70.0178 68.5234 65.4344 61.6751 59.1555 58.1839 53.545 26.3649 18.7389 17.8665 15.9665 10.9898 10.0642 10.0304 8.53631 8.04947 7.7029 7.61141 7.23492 7.14112 6.95957 6.76294 6.69028 6.31122 6.14647 5.96064 4.81414 4.57241 2.8542 2.7331 2.04401 1.71718 1.39248 0.785478 0.716786 0.630911 0.622035 0.595385 0.560555 0.497535 0.489476 0.463486 0.419006 0.408955 0.356769 0.248691 0.239884 0.203526 0.186941 0.169752 0.132677 0.124811 0.120745 0.0525739 0.0132936 0.00829288 0.00400222 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 63.020999999997009 50.780999999988133 28.13249999999994 38.687500000000007 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9618 1587 7847 96 243 392 314 369 223 331 281 991 596 1771 3523 72 4324 120 206 186 178 122 166 123 507 1593 186 194 702 175 259 484 337 1069 165 2192 1554 1930 2132 128 277 230 116 257 622 159 447 524 345 357 1030 156 227 1312 181 880 1156 100 101 1262 92 163 774 78 is_linear=0 shrinkage=0.01089 Tree=86 num_leaves=71 num_cat=0 split_feature=36 19 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 21 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 split_gain=363655 149502 31361.1 5626.86 3974.28 3944.67 880.072 654.368 580.264 492.509 455.186 386.802 140.18 133.767 126.836 85.1316 73.8928 71.7208 69.729 64.7952 57.5146 56.2981 53.201 50.1094 25.0156 21.7297 17.4606 17.1764 10.0397 8.15432 7.43518 7.22207 6.88117 6.70031 6.65963 6.53111 6.2252 6.13977 6.11303 5.86117 5.81011 5.48155 5.23235 5.17665 5.13888 4.91599 4.74277 3.64464 2.94677 2.80672 1.93849 1.53167 1.18853 0.762217 0.622751 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18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 split_gain=342874 143932 30065.3 5152.62 3843.11 3829.11 852.71 610.992 556.547 479.24 419.478 394.815 129.994 125.184 114.982 84.4284 71.8589 69.0869 67.0936 62.0499 61.2496 54.2271 53.1093 48.4726 19.748 19.444 18.7312 16.7984 9.97112 9.55294 8.74874 8.08263 7.50922 7.45853 7.24219 6.7258 6.15947 5.99722 5.82198 5.5914 5.55574 5.38176 5.25263 5.06688 4.85758 4.55704 3.69729 2.99462 2.40897 1.98481 1.719 0.724962 0.67033 0.668331 0.598995 0.598307 0.582085 0.493892 0.43899 0.407389 0.407206 0.339472 0.319867 0.314844 0.294041 0.269416 0.219261 0.150512 0.122087 0.104127 0.0810451 0.064671 0.000304844 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.24200000000201 55.805000000011212 40.828499999999629 30.172000000000484 21.030999999988129 9.4535000000123564 13.632999999997994 8.7030000000122545 63.020999999997009 51.437500000000007 38.187500000000007 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328 304 363 338 645 219 1905 987 334 3128 4582 66 153 181 179 1352 285 174 120 523 186 708 177 1197 360 162 92 464 164 147 125 172 2427 1332 1776 2155 558 124 639 262 161 395 99 261 1217 249 320 164 1012 215 313 1172 196 1078 698 88 1210 983 is_linear=0 shrinkage=0.01089 Tree=89 num_leaves=71 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 30 30 23 30 30 30 30 30 30 30 30 30 30 30 30 23 30 30 30 30 21 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 split_gain=335449 140814 29415.1 5294.91 3746.22 3530.73 920.935 550.549 526.166 429.566 411.298 367.979 149.283 133.807 122.831 80.4883 68.8123 64.737 60.7066 53.8028 51.716 50.0814 47.4216 46.8121 24.5938 21.1938 16.563 16.1045 15.3488 9.05162 8.92735 7.90754 7.84793 6.53142 6.28224 5.81595 5.74001 5.47016 5.43499 5.25704 5.15791 5.1387 4.44189 4.23165 4.00141 3.62003 3.61643 2.92283 2.82202 1.83436 1.41037 0.655584 0.655558 0.585822 0.58494 0.574837 0.573607 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172 1558 2281 1925 2069 396 124 262 161 553 633 452 249 1005 164 215 1380 317 224 901 1162 196 88 1069 internal_count=180824 178604 2220 905 11247 1315 357 548 671 9652 644 1595 268 7854 89 330 366 305 645 218 310 1798 334 950 3504 150 4350 42 118 180 178 285 1579 189 713 177 486 360 162 162 150 464 1085 121 127 148 172 1558 2281 1925 2069 396 124 262 161 553 633 452 249 1005 164 215 1380 317 224 901 1162 196 88 1069 is_linear=0 shrinkage=0.01089 Tree=90 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 52 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 split_gain=331855 137582 28654.6 4608.52 3962.68 3657.56 758.905 600.469 553.092 466.896 400.761 367.483 137.211 116.594 112.883 86.8822 82.945 73.2969 61.4088 60.8315 58.0859 51.1748 44.3541 42.9043 18.1182 16.4007 15.1957 10.3086 9.64205 9.57772 9.14773 7.40592 7.17645 6.76076 6.7502 6.45318 6.399 6.28434 6.15059 5.72141 5.57492 5.28613 5.06698 5.05995 4.70494 3.16757 2.49634 2.32211 2.08818 1.88474 1.40737 1.02601 0.881508 0.864096 0.666118 0.585955 0.540674 0.484848 0.476269 0.406606 0.296378 0.279789 0.268264 0.228778 0.223349 0.166893 0.152724 0.146831 0.121791 0.115956 0.113435 0.10885 0.0981963 0.0536513 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.655999999988129 11.132499999999938 55.805000000011212 30.507499999999713 41.58849999999439 21.523500000000244 13.632999999997994 9.3904999999977026 63.020999999997009 8.7030000000122545 51.437500000000007 38.687500000000007 28.13249999999994 32.921500000000385 19.163999999999991 12.257999999999813 15.015499999999976 10.132500000000165 23.398500000000016 44.030999999988133 8.3129999999982847 9.0160000000007603 49.406000000002685 26.765999999999625 34.437499999985455 57.405999999997228 36.969000000011881 15.765499999999976 12.882999999999813 11.664000000002945 18.242500000000295 29.194999999999713 20.515500000000007 10.63300000000004 54.156499999999149 6.9060000000026784 9.7030000000122545 14.273500000000015 24.655999999988129 31.811999999987169 40.06199999999081 22.585500000000142 9.2189999999982337 45.156499999999149 8.0629999999982847 8.5154999999995216 8.8360000000002419 16.405999999988129 13.265500000000431 19.561999999988078 9.9375000000000018 10.390499999997703 17.421999999999574 12.507499999999711 11.953500000012356 10.937999999997375 8.1879999999973752 14.640500000000431 9.5630000000128366 42.655999999999047 11.313000000009199 13.890999999999623 8.9220000000002546 7.9925000000002919 9.1244999999998999 9.3205000000107265 18.530999999988129 8.6300000000001109 8.4455000000120908 15.398499999999332 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 11 14 16 15 18 19 13 29 24 26 30 27 43 34 33 41 40 45 63 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num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 20 18 18 18 18 18 split_gain=324669 134602 28034.2 4508.78 3876.85 3578.37 742.511 587.469 541.129 456.78 392.086 359.54 134.247 120.507 110.443 85.0016 81.1488 71.7092 60.078 59.5138 56.8284 43.3924 42.9001 41.974 18.1428 17.7254 14.9235 10.0847 9.43265 9.36604 8.94834 7.24518 7.02072 6.61414 6.60402 6.31244 6.25998 6.0896 5.65422 5.51572 5.1715 4.95678 4.94978 4.60226 4.13427 3.09884 2.81259 2.27087 1.84372 1.81539 1.64749 1.00368 0.86223 0.844523 0.616545 0.528321 0.493855 0.477639 0.46573 0.388685 0.325142 0.297448 0.273503 0.235117 0.222999 0.218301 0.211166 0.162997 0.161218 0.110415 0.106355 0.0959284 0.0655435 0.0521734 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.655999999988129 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152 65 185 284 527 533 195 185 174 95 1351 704 356 167 158 145 1121 132 2428 103 1772 1316 2155 148 280 113 412 111 586 247 259 1213 535 1026 159 1359 97 274 292 197 290 84 1072 700 1215 136 internal_count=180717 178476 2241 864 1377 11231 334 709 530 668 1700 9531 87 7706 247 330 399 310 369 1060 640 299 1825 200 4583 3123 152 214 152 65 185 284 527 533 195 185 174 95 1351 704 356 167 158 145 1121 132 2428 103 1772 1316 2155 148 280 113 412 111 586 247 259 1213 535 1026 159 1359 97 274 292 197 290 84 1072 700 1215 136 is_linear=0 shrinkage=0.01089 Tree=92 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 split_gain=320119 131798 28006.1 4622.84 3758.5 3479.27 782.127 527.516 520.326 488.357 385.744 357.932 119.566 112.829 112.705 71.3444 64.4908 61.9415 58.624 57.8489 57.5904 56.0011 54.4728 48.4738 18.1788 15.81 15.6902 13.5846 9.66515 9.24664 8.67089 8.33804 7.57689 7.39523 6.90334 6.2776 6.16976 6.15381 5.72 5.3104 4.91954 4.63294 4.50216 4.43042 4.18674 3.42972 3.28697 2.76118 2.41901 1.69815 1.66434 1.50203 1.34584 0.840631 0.768854 0.66487 0.637177 0.520055 0.508946 0.40964 0.330546 0.291195 0.268896 0.264979 0.263286 0.224025 0.139464 0.113868 0.1125 0.110816 0.109132 0.10114 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 13.632999999997994 9.3904999999977026 61.289000000002495 50.780999999988133 8.7030000000122545 32.921500000000385 28.13249999999994 38.187500000000007 19.561999999988078 12.257999999999813 44.030999999988133 15.015499999999976 23.88249999999994 10.132500000000165 8.2575000000006202 53.085999999999338 9.0160000000007603 65.257999999998006 18.530999999988129 7.5309999999881265 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18 18 18 18 18 18 18 18 18 18 18 18 23 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 split_gain=313187 128943 27399.8 4522.78 3677.1 3403.94 765.227 516.094 509.067 477.779 377.394 350.181 116.993 110.386 110.263 69.7989 63.0937 60.5998 57.354 56.5958 56.3441 54.7887 53.293 47.4242 17.7846 15.4681 15.3503 13.2901 9.4554 9.04567 8.48239 8.15528 7.41276 7.2346 6.75354 6.14144 6.03535 6.02033 5.61583 5.19613 4.81284 4.53098 4.40405 4.33394 4.09532 3.35496 3.21561 2.7012 2.36647 1.66105 1.62782 1.46863 1.31653 0.822232 0.757187 0.75198 0.623121 0.508417 0.50135 0.400533 0.323236 0.304793 0.284732 0.262906 0.259015 0.218956 0.13628 0.111867 0.10989 0.108275 0.106491 0.0987937 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.132499999999938 55.805000000011212 30.507499999999713 40.828499999999629 21.523500000000244 13.632999999997994 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529 694 1690 9566 95 249 7556 308 366 305 365 1056 224 634 329 2010 3150 122 4406 42 216 1155 153 127 280 171 517 539 185 755 181 1255 354 124 147 155 158 158 149 1995 2379 1135 139 100 2027 274 700 377 121 159 264 243 913 555 953 378 162 275 1299 1082 1314 1065 192 182 is_linear=0 shrinkage=0.01089 Tree=94 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 20 18 split_gain=306047 126736 25740.1 4389.09 3496.01 3347.64 738.848 495.407 470.25 462.083 400.704 349.963 154.104 120.201 66.6953 64.581 58.9364 58.1866 54.1484 52.2124 52.162 48.2514 47.9353 44.9904 22.129 18.1919 14.7344 9.10165 8.45484 7.81404 7.16046 7.03892 6.7487 6.73187 6.20861 6.18188 6.15389 5.92885 5.83568 5.57311 5.28146 5.16559 4.80515 3.91818 3.35021 3.0314 2.48895 2.27155 1.63119 1.40438 1.28055 0.944754 0.930033 0.73406 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49 56 116 599 leaf_count=167192 54 39 101 49 108 108 45 50 77 77 396 99 21 994 79 77 78 78 76 150 51 155 72 81 173 20 514 84 50 48 67 29 49 84 77 87 79 107 89 194 125 130 161 75 77 79 592 597 443 51 627 162 358 98 46 135 121 218 357 185 92 419 860 164 300 705 133 470 49 56 116 599 internal_value=0 -0.00157877 0.127537 0.173403 0.0337813 0.0973367 0.203865 0.15385 0.080446 0.115031 0.0313337 0.0488234 0.226452 0.030264 0.192402 0.107002 0.144866 0.0717933 0.166227 0.0449309 0.125603 0.0359224 0.0555978 0.0899479 0.0287593 0.243843 0.0314718 0.140838 0.0278003 0.197878 0.0473694 0.216749 0.171192 0.0591515 0.102379 0.0858681 0.0676168 0.111637 0.0765106 0.0345835 0.0423757 0.052782 0.0382688 0.121163 0.130855 0.0941175 0.032084 0.0279279 0.0295472 0.185405 0.0308081 0.0463062 0.0340149 0.0578412 0.15085 0.041199 0.0435344 0.0356221 0.0273251 0.0391819 0.0515825 0.0282376 0.0317814 0.0372758 0.0325492 0.0298204 0.0490227 0.0310822 0.159923 0.0658327 0.0268086 0.0291402 internal_weight=0 178454 2204 875 11262 1329 342 533 680 649 9686 1576 115 7855 227 369 309 356 224 1001 280 1831 575 324 3498 41 4357 185 1578 127 512 74 125 254 185 164 189 184 167 1166 489 321 665 152 128 160 2266 1539 1920 100 2091 312 754 170 124 243 246 412 523 346 191 1016 1374 319 892 1148 200 1097 99 110 166 772 internal_count=180658 178454 2204 875 11262 1329 342 533 680 649 9686 1576 115 7855 227 369 309 356 224 1001 280 1831 575 324 3498 41 4357 185 1578 127 512 74 125 254 185 164 189 184 167 1166 489 321 665 152 128 160 2266 1539 1920 100 2091 312 754 170 124 243 246 412 523 346 191 1016 1374 319 892 1148 200 1097 99 110 166 772 is_linear=0 shrinkage=0.01089 Tree=95 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 split_gain=299419 123991 25182.8 4294.12 3420.32 3275.14 722.889 484.686 460.065 452.08 392.028 342.386 150.782 117.596 65.2481 63.1819 57.6616 56.9254 52.9735 51.0813 51.0326 47.2066 46.8974 44.0158 21.6493 17.7975 14.4152 8.90413 8.27119 7.64531 7.00535 6.88733 6.60269 6.58579 6.07393 6.04747 6.02 5.79956 5.70884 5.45236 5.16685 5.05332 4.70086 3.83277 3.27651 2.96529 2.43492 2.22208 1.59568 1.37295 1.25269 0.924046 0.909721 0.717803 0.684659 0.39806 0.394086 0.390928 0.389516 0.341326 0.322331 0.314338 0.230025 0.208921 0.144789 0.125437 0.116526 0.0676972 0.0224872 0.0048962 0.00274166 0.00154294 0.000270946 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 54.156499999999149 40.828499999999629 21.898499999999334 30.968500000002681 9.5079999999998126 13.890999999999623 61.289000000002495 8.7574999999997107 50.218499999999047 28.5630000000092 38.687500000000007 19.561999999988078 43.530999999988133 12.507499999999711 33.257499999999716 10.390499999997703 15.398499999999332 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 8 14 16 17 15 13 19 31 24 49 34 27 36 68 40 43 39 41 35 28 -14 50 -4 -3 -16 51 -8 -20 53 -7 -10 69 -17 -19 52 55 60 63 -11 -22 -25 62 58 72 -5 -15 -21 70 -24 -18 -6 -42 -41 71 -44 -13 -49 -28 -23 -48 -50 -32 -52 -9 -2 -12 -30 -26 right_child=2 4 3 6 11 9 12 18 23 20 21 22 25 26 29 37 54 38 32 30 44 42 33 45 48 -27 46 -29 47 -31 66 -33 -34 -35 -36 -37 -38 -39 -40 57 56 -43 59 -45 -46 -47 64 61 65 -51 67 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 leaf_value=-0.0039174837801511167 0.0641614677588766 0.02250166126628237 0.13671359792639137 0.1803114981353873 0.040086793378004137 0.099346294300785579 0.21036577327339928 0.15583216203791952 0.082467341642774042 0.11761197139793987 0.032986961159998975 0.05033071562804551 0.23223833897869359 0.030172841834570936 0.19281442405308541 0.1077272969436442 0.14675940602385842 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0.029633457123457489 0.048892513460459093 0.030933388322359399 0.16051162902900012 0.06601143863098663 0.033495537893611725 0.026720602189746204 0.028906886086383081 leaf_weight=167192 54 39 101 49 108 108 45 50 77 77 198 99 21 994 79 77 54 78 76 150 51 155 72 81 173 20 514 84 50 48 67 29 49 84 77 87 79 107 89 194 125 130 161 75 77 79 592 597 443 51 627 162 358 98 70 135 121 218 357 185 92 419 860 164 300 705 133 470 49 56 198 116 599 leaf_count=167192 54 39 101 49 108 108 45 50 77 77 198 99 21 994 79 77 54 78 76 150 51 155 72 81 173 20 514 84 50 48 67 29 49 84 77 87 79 107 89 194 125 130 161 75 77 79 592 597 443 51 627 162 358 98 70 135 121 218 357 185 92 419 860 164 300 705 133 470 49 56 198 116 599 internal_value=0 -0.00156157 0.126148 0.171515 0.0334135 0.096277 0.201646 0.152175 0.0795702 0.113779 0.0309925 0.0482918 0.223988 0.0299344 0.190307 0.105837 0.143289 0.0710117 0.164418 0.0444417 0.124236 0.0355312 0.0549925 0.0889686 0.0284462 0.241191 0.0311291 0.139305 0.0274975 0.195724 0.0468536 0.21439 0.169329 0.0585075 0.101265 0.0849333 0.0668807 0.110422 0.0756776 0.0342069 0.0419144 0.0522073 0.0378521 0.119844 0.12943 0.0930928 0.0317346 0.0276238 0.0292255 0.183387 0.0304727 0.045802 0.0336445 0.0572115 0.149208 0.0407504 0.0430604 0.0352343 0.0270276 0.0387552 0.0510208 0.0279301 0.0314354 0.0368699 0.0321947 0.0294957 0.0484889 0.0307437 0.158182 0.0651161 0.0332431 0.0265168 0.0288228 internal_weight=0 178454 2204 875 11262 1329 342 533 680 649 9686 1576 115 7855 227 369 309 356 224 1001 280 1831 575 324 3498 41 4357 185 1578 127 512 74 125 254 185 164 189 184 167 1166 489 321 665 152 128 160 2266 1539 1920 100 2091 312 754 170 124 243 246 412 523 346 191 1016 1374 319 892 1148 200 1097 99 110 396 166 772 internal_count=180658 178454 2204 875 11262 1329 342 533 680 649 9686 1576 115 7855 227 369 309 356 224 1001 280 1831 575 324 3498 41 4357 185 1578 127 512 74 125 254 185 164 189 184 167 1166 489 321 665 152 128 160 2266 1539 1920 100 2091 312 754 170 124 243 246 412 523 346 191 1016 1374 319 892 1148 200 1097 99 110 396 166 772 is_linear=0 shrinkage=0.01089 Tree=96 num_leaves=75 num_cat=0 split_feature=36 23 36 36 36 36 36 36 36 36 36 36 23 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 21 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 split_gain=293200 120024 25933.3 4588.77 3263.85 3088.97 772.685 490.293 470.991 396.287 332.82 327.295 152.084 106.442 92.4387 65.1869 59.0881 56.9804 56.6976 49.6116 49.4753 46.9006 43.9095 39.129 16.142 15.643 9.11301 8.78054 8.0946 7.42895 6.63606 6.05368 5.74868 5.49799 5.40248 5.17846 5.09275 4.90744 4.67123 4.6529 4.62208 3.78181 3.70975 3.49392 3.28159 3.1319 3.12428 2.82766 2.2793 2.27382 1.69165 1.62863 1.06872 0.59209 0.578626 0.468147 0.41841 0.384243 0.329898 0.324906 0.297353 0.216117 0.198164 0.186689 0.1631 0.102822 0.082867 0.0827404 0.0784644 0.0524327 0.0485535 0.0454269 0.0233721 0.0111866 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 13.561999999987167 9.4535000000123564 61.289000000002495 8.7030000000122545 50.218499999999047 42.655999999999047 27.469000000000054 32.562000000001724 37.405999999988133 18.844000000011878 14.811999999990805 12.257999999999813 23.030999999988129 10.187500000000002 9.0619999999989904 8.3129999999982847 48.061999999987172 57.405999999997228 31.312500000003642 52.155999999988133 15.765499999999976 26.507999999999814 11.664000000002945 28.5630000000092 17.687499999985452 10.687999999996466 19.890500000000433 38.687500000000007 24.187500000003642 44.594000000011881 12.882999999999813 14.157000000000609 9.7574999999997107 7.7579999999998117 33.905999999999047 21.898499999999334 41.58849999999439 36.132999999997999 0.16546298679695501 9.2425000000002928 8.8755000000001036 8.5154999999995216 8.1559999999881274 10.484499999996844 15.398499999999332 11.953500000012356 9.9894999999996816 12.632999999999813 9.3675000000002928 18.530999999988129 9.6175000000002928 10.937999999997375 8.804499999989277 11.313000000009199 13.148999999999662 8.570500000011636 13.890999999999623 8.0155000000004311 8.4455000000120908 8.9690000000027812 16.155999999988129 8.2575000000006202 9.1255000000001036 14.550999999999137 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 14 18 16 19 21 13 27 25 26 46 31 28 47 34 41 32 45 42 50 43 -5 -8 -10 -16 54 -6 63 -18 -2 53 -21 -20 -24 -17 57 66 60 48 -19 -11 -9 -4 -3 72 62 68 67 -25 -22 -34 -44 -23 -51 -36 -13 -37 -15 -7 -42 -53 -12 -45 -27 -52 -32 -54 -26 -43 right_child=2 5 3 6 8 10 12 15 17 22 20 23 -14 24 29 39 33 44 37 36 30 40 38 35 49 51 -28 -29 -30 -31 70 -33 55 -35 59 61 -38 -39 -40 -41 64 73 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0.050699191410997553 0.033720590696951089 0.026418075638638149 0.12721631526911839 0.081569629294668128 0.15662558153520817 0.13603108620438767 0.021633776458350681 0.031437297174828543 0.030125523698789864 0.028688057766450378 0.02743301291509118 0.036430662013888934 0.055477614969710584 0.042283034485544976 0.034459826278878412 0.044796175115622019 0.031912452025289244 0.067463097724629911 0.033023307308382883 0.038230045191180222 0.029810388031863862 0.039793068433695247 0.046839790235335688 0.029069656678887491 0.04954987357687194 0.026966604800849926 0.028489331483045371 0.030446990711525204 0.058509722256216007 0.027833845961941755 0.031101663207985717 0.051957042363754612 leaf_weight=167345 83 65 80 47 110 134 41 75 104 63 125 244 40 440 73 75 83 79 84 84 101 138 90 252 741 401 77 29 79 48 58 84 139 102 84 159 90 78 80 51 104 99 357 117 53 79 49 74 20 785 514 301 589 175 71 126 228 107 423 28 296 141 735 139 126 777 69 360 288 546 73 189 383 61 leaf_count=167345 83 65 80 47 110 134 41 75 104 63 125 244 40 440 73 75 83 79 84 84 101 138 90 252 741 401 77 29 79 48 58 84 139 102 84 159 90 78 80 51 104 99 357 117 53 79 49 74 20 785 514 301 589 175 71 126 228 107 423 28 296 141 735 139 126 777 69 360 288 546 73 189 383 61 internal_value=0 -0.00156532 0.122285 0.167004 0.0923286 0.0329544 0.197709 0.147739 0.108951 0.0753859 0.0466163 0.0305593 0.221782 0.0295673 0.186883 0.159174 0.10075 0.11881 0.138682 0.0677348 0.0526559 0.0426981 0.0844295 0.0346693 0.0306259 0.028011 0.180037 0.211781 0.114781 0.193866 0.0559012 0.09648 0.0404874 0.105216 0.0639269 0.0366437 0.0719939 0.143307 0.0882127 0.164868 0.0452001 0.049875 0.0333927 0.0271192 0.124377 0.0798876 0.153361 0.133798 0.0249387 0.0312632 0.0299607 0.028687 0.0272664 0.0358534 0.0544301 0.0416589 0.03401 0.0441146 0.0316043 0.0655863 0.0327225 0.037766 0.0296616 0.039347 0.0463521 0.0289637 0.0487884 0.0268333 0.0282532 0.0302917 0.0578233 0.0275312 0.0308959 0.0511857 internal_weight=0 178541 2296 921 1375 11196 355 566 694 681 1670 9526 110 7674 245 250 379 315 316 369 657 1013 312 1852 4567 3107 124 70 183 121 303 194 538 185 195 727 174 162 170 126 475 354 1125 1340 132 142 124 154 85 2332 2235 1767 1255 427 172 265 585 245 1208 112 540 300 1175 273 230 1078 194 477 689 1060 131 778 1124 160 internal_count=180837 178541 2296 921 1375 11196 355 566 694 681 1670 9526 110 7674 245 250 379 315 316 369 657 1013 312 1852 4567 3107 124 70 183 121 303 194 538 185 195 727 174 162 170 126 475 354 1125 1340 132 142 124 154 85 2332 2235 1767 1255 427 172 265 585 245 1208 112 540 300 1175 273 230 1078 194 477 689 1060 131 778 1124 160 is_linear=0 shrinkage=0.01089 Tree=97 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 20 18 18 18 27 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 64 split_gain=286851 117425 25371.8 4489.45 3193.16 3022.09 755.977 479.814 460.794 387.704 325.615 320.208 148.789 104.135 90.4365 70.3036 57.8081 55.7473 48.5361 48.404 48.2485 45.8848 42.9578 38.2817 15.7937 15.3038 8.91346 8.59095 7.91904 7.84398 7.26836 6.49227 5.9223 5.62398 5.3782 5.28546 5.06621 4.98207 4.5697 4.52178 4.19141 4.02647 3.69975 3.62921 3.44563 3.21037 3.06354 2.45607 1.86184 1.59317 1.45073 1.04704 0.579109 0.565887 0.457807 0.409197 0.375722 0.322609 0.317867 0.290738 0.247502 0.211253 0.183634 0.159317 0.124893 0.102176 0.0808919 0.0766307 0.0662977 0.0561081 0.0471709 0.0443283 0.0107432 0.00214495 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.453500000014181 29.81249999998909 21.030999999988129 13.561999999987167 9.4535000000123564 61.289000000002495 8.7030000000122545 50.218499999999047 37.781000000002685 27.469000000000054 32.562000000001724 18.844000000011878 14.811999999990805 43.530999999988133 12.257999999999813 23.030999999988129 10.187500000000002 9.0470000000013915 8.3129999999982847 48.061999999987172 57.405999999997228 31.312500000003642 36.609499999998668 52.155999999988133 15.765499999999976 26.507999999999814 11.664000000002945 28.5630000000092 17.687499999985452 10.687999999996466 19.890500000000433 24.187500000003642 12.882999999999813 39.164000000000676 41.58849999999439 14.157000000000609 9.7574999999997107 7.8242500000001209 33.905999999999047 21.898499999999334 9.2425000000002928 0.36954555391392818 8.5154999999995216 8.8360000000002419 8.1559999999881274 10.484499999996844 15.398499999999332 11.953500000012356 9.9894999999996816 12.632999999999813 9.3675000000002928 18.530999999988129 9.6175000000002928 8.9380000000128366 10.937999999997375 11.382499999999711 13.148999999999662 44.594000000011881 8.6300000000001109 13.890999999999623 8.4455000000120908 8.0629999999982847 9.1255000000001036 16.155999999988129 8.2575000000006202 14.550999999999137 7.5625000000000009 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18.8404 15.9613 13.2177 13.1171 8.23526 6.18727 5.75514 5.66728 5.58305 5.55855 5.41277 5.34608 5.29433 4.94355 4.76529 4.59183 4.36292 4.17599 3.7589 3.75097 3.4761 3.21323 2.29324 2.06886 1.86342 1.48479 1.25857 1.13249 0.848812 0.823359 0.691702 0.372691 0.366519 0.355409 0.336323 0.329132 0.196558 0.184787 0.164334 0.163509 0.120503 0.117011 0.103367 0.078584 0.0535384 0.00882077 0.00722823 0.0020012 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 55.805000000011212 41.58849999999439 30.968500000002681 21.898499999999334 9.5079999999998126 13.890999999999623 63.020999999997009 8.7574999999997107 51.437500000000007 38.687500000000007 28.5630000000092 19.561999999988078 33.257499999999716 12.507499999999711 15.398499999999332 10.390499999997703 23.88249999999994 44.030999999988133 8.3829999999998126 58.65649999999733 49.406000000002685 9.0940000000005075 37.405999999988133 13.265500000000431 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18 18 18 18 18 18 18 18 18 18 18 18 18 7 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 35 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 20 18 18 18 18 18 18 18 18 18 18 split_gain=268424 110498 23611 4102.63 2969.58 2924.52 765.537 430.991 381.969 368.614 312.293 311.811 135.846 99.5973 90.4827 58.2419 52.6384 52.1357 49.4794 47.9424 44.589 41.1221 38.8067 36.9558 28.8165 15.3852 14.816 9.13878 8.14531 7.25067 6.87094 6.01115 5.65771 5.54071 5.11985 4.89581 4.69992 4.55991 4.51312 4.50334 4.30028 4.17258 3.7908 3.78229 3.54172 3.51391 3.34657 2.61914 2.33046 2.13752 1.55938 1.34765 0.800317 0.63753 0.552583 0.527209 0.523615 0.417538 0.411787 0.34622 0.302864 0.269536 0.219973 0.218438 0.203353 0.18763 0.175728 0.105489 0.102083 0.096243 0.0496714 0.0419382 0.016266 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.187500000000002 54.156499999999149 30.172000000000484 40.453500000014181 21.523500000000244 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240 1090 1064 812 1138 internal_count=180859 178615 2244 896 1348 11240 369 677 527 671 9590 1650 116 7718 253 306 308 371 365 640 1010 219 1872 306 48 3133 4585 1145 128 179 125 279 508 197 189 182 168 1198 155 502 361 674 166 126 68 153 127 140 1988 2341 2244 1124 288 123 649 549 115 156 262 332 1203 898 312 220 342 166 1180 195 240 1090 1064 812 1138 is_linear=0 shrinkage=0.01089 Tree=101 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 27 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 18 18 split_gain=262612 108105 23099.8 4013.85 2905.26 2861.21 749.001 421.66 373.698 360.63 316.794 294.227 146.015 97.4393 88.5227 56.9815 51.4978 51.0061 48.4069 46.9046 40.7995 40.5808 40.2292 36.1547 15.0516 14.4988 12.4782 7.96712 7.26265 7.09286 6.72217 5.88086 5.42017 5.34505 5.31456 5.00868 4.78901 4.6785 4.5977 4.46101 4.41473 4.20699 3.97633 3.70834 3.70024 3.43715 3.27294 2.56186 2.27982 1.89408 1.6943 1.5076 0.623499 0.540457 0.518292 0.51604 0.446859 0.408269 0.38957 0.345668 0.296417 0.263558 0.262432 0.224176 0.213482 0.208233 0.199248 0.183353 0.180171 0.12206 0.107738 0.102954 0.0943727 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.24200000000201 54.156499999999149 30.172000000000484 40.453500000014181 21.523500000000244 9.4535000000123564 13.632999999997994 61.289000000002495 8.7030000000122545 50.218499999999047 32.921500000000385 37.781000000002685 27.820500000010728 19.163999999999991 15.015499999999976 10.257499999999938 12.382500000000165 43.530999999988133 23.398500000000016 8.2575000000006202 9.0630000000128366 65.257999999998006 48.061999999987172 2.0170542175139397 31.312500000003642 52.155999999988133 15.938000000009199 18.242500000000295 57.405999999997228 11.765499999999976 26.765999999999625 28.882499999999713 10.770000000004076 20.210999999999334 9.8739999999961601 39.164000000000676 14.273500000000015 13.015499999999522 24.655999999988129 42.18799999999829 36.609499999998668 33.905999999999047 22.242500000000295 8.5154999999995216 8.8909999999978044 9.2425000000002928 8.0155000000004311 16.405999999988129 9.6329999999998126 17.421999999999574 10.007500000003349 12.046999999988659 15.561999999990805 10.484499999996844 11.461000000000697 9.3675000000002928 8.3829999999998126 12.757499999999711 8.1559999999881274 13.265500000000431 10.937999999997375 8.8205000000107265 14.640500000000431 0.6830127018922193 7.7579999999998117 8.9690000000027812 13.890999999999623 8.6300000000001109 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 17 16 18 13 21 33 24 27 29 45 35 32 41 39 34 44 47 28 49 -14 -5 51 -9 -16 57 54 -8 59 -6 -19 58 -20 53 -18 71 62 -25 -10 -4 -17 -11 61 66 -27 68 -33 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77 20 99 51 69 82 28 115 83 105 114 90 324 76 94 110 79 51 77 79 81 749 478 766 346 54 316 83 225 146 69 217 116 437 475 104 586 110 204 531 72 21 22 703 104 341 leaf_count=167375 32 150 76 51 106 147 45 80 75 59 333 91 22 684 74 48 79 77 78 87 168 133 93 87 423 986 21 77 20 99 51 69 82 28 115 83 105 114 90 324 76 94 110 79 51 77 79 81 749 478 766 346 54 316 83 225 146 69 217 116 437 475 104 586 110 204 531 72 21 22 703 104 341 internal_value=0 -0.00147291 0.117072 0.159928 0.0885835 0.0312199 0.187485 0.104502 0.140627 0.0725197 0.0289643 0.0446044 0.210482 0.0279831 0.176924 0.113984 0.132851 0.0966752 0.0651978 0.0503515 0.0329473 0.040854 0.151548 0.0812481 0.0265017 0.0289953 0.226789 0.170343 0.0255024 0.109936 0.183633 0.0537201 0.061502 0.200813 0.0387766 0.0926413 0.100853 0.0350349 0.0695231 0.0317217 0.137402 0.0477449 0.043234 0.0847373 0.14732 0.128223 0.11967 0.0770986 0.0270769 0.0284066 0.0296395 0.0256186 0.0555765 0.0310967 0.0598738 0.0324592 0.0399052 0.0522489 0.0342063 0.0376534 0.029927 0.0266577 0.0422106 0.0258071 0.0443322 0.0360356 0.0280921 0.0490797 0.0247053 0.0238996 0.0287295 0.0466034 0.0274218 internal_weight=0 178615 2244 896 1348 11240 369 677 527 671 9619 1621 116 7718 253 306 308 371 365 640 1901 981 219 306 3133 4585 43 128 1145 179 125 279 197 73 524 189 182 703 168 1198 155 361 457 166 126 153 127 140 1988 2396 2189 1125 123 649 115 549 261 156 385 263 1203 898 237 932 220 318 1215 166 193 43 1181 195 1090 internal_count=180859 178615 2244 896 1348 11240 369 677 527 671 9619 1621 116 7718 253 306 308 371 365 640 1901 981 219 306 3133 4585 43 128 1145 179 125 279 197 73 524 189 182 703 168 1198 155 361 457 166 126 153 127 140 1988 2396 2189 1125 123 649 115 549 261 156 385 263 1203 898 237 932 220 318 1215 166 193 43 1181 195 1090 is_linear=0 shrinkage=0.01089 Tree=102 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 34 18 split_gain=255641 106095 21783.4 3873.97 2874.92 2815.63 683.656 418.574 377.902 356.285 326.676 274.101 140.942 100.245 82.7501 56.7686 50.7001 49.8896 46.1412 41.0053 40.4897 37.6835 37.6415 36.2225 24.431 18.6454 12.4585 9.02265 7.6333 6.96447 6.19794 5.33095 5.06912 4.81068 4.80091 4.66952 4.53035 4.40011 4.18015 4.10965 4.0566 4.04787 4.00311 3.91741 3.90184 3.5028 3.39122 2.73022 1.99088 1.98045 1.43756 1.24117 0.489845 0.458498 0.430829 0.413685 0.411163 0.387256 0.35137 0.314312 0.281926 0.264163 0.217007 0.156712 0.134742 0.130152 0.119011 0.112089 0.109502 0.0972422 0.0684655 0.0585317 0.0546921 0.0282252 0.0117108 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.257500000003349 54.156499999999149 30.172000000000484 40.453500000014181 21.030999999988129 9.5079999999998126 13.773500000000015 58.65649999999733 8.7574999999997107 50.218499999999047 32.921500000000385 27.820500000010728 37.781000000002685 23.398500000000016 12.382500000000165 15.219000000011876 10.312500000000002 43.530999999988133 18.844000000011878 63.020999999997009 8.3829999999998126 9.1244999999998999 1.0610137251666281 48.061999999987172 31.312500000003642 52.155999999988133 13.085000000000493 28.882499999999713 22.242500000000295 10.770000000004076 26.507999999999814 16.155999999988129 39.164000000000676 11.765499999999976 36.609499999998668 14.405999999988127 19.890500000000433 57.405999999997228 34.437499999985455 41.58849999999439 24.655999999988129 9.8830000000016316 17.905999999988129 9.2969999999997999 8.1559999999881274 8.570500000011636 8.9684999999990413 13.398499999999332 12.757499999999711 9.7030000000122545 12.046999999988659 15.765499999999976 10.062500000000002 11.007500000003349 8.0155000000004311 10.510500000000322 8.2575000000006202 14.811999999990805 9.2189999999982337 14.015499999999976 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304 79 728 27 923 54 46 73 97 600 internal_value=0 -0.00144829 0.115642 0.157422 0.0880234 0.0308789 0.185271 0.103533 0.138885 0.0717083 0.0286819 0.044355 0.207488 0.0277241 0.174922 0.11273 0.0956857 0.131284 0.0799213 0.0408201 0.0501796 0.0328552 0.15001 0.0638573 0.223385 0.0263593 0.0288301 0.02547 0.168315 0.108717 0.181444 0.0429882 0.0997719 0.0755892 0.0348047 0.0916104 0.0534253 0.135807 0.0385232 0.126911 0.0476722 0.0674874 0.197657 0.118223 0.14582 0.083956 0.0315816 0.060262 0.0294121 0.025569 0.0270686 0.0282399 0.0442108 0.0418989 0.0310477 0.0394809 0.0522289 0.0323089 0.0357289 0.0250244 0.0339014 0.0258661 0.0490718 0.0291297 0.046544 0.0298257 0.0373674 0.0273215 0.055359 0.0280077 0.0587353 0.155457 0.0246012 0.0244851 0.0266912 internal_weight=0 178524 2239 891 1348 11279 356 691 535 657 9698 1581 113 7888 243 318 373 318 321 984 597 1810 217 336 43 3531 4357 1567 121 184 122 506 186 155 715 187 260 156 478 162 337 167 70 134 123 166 1095 169 2193 1545 1964 2164 238 268 632 261 161 463 353 546 362 999 150 1304 187 889 217 1175 99 1271 86 94 190 170 789 internal_count=180763 178524 2239 891 1348 11279 356 691 535 657 9698 1581 113 7888 243 318 373 318 321 984 597 1810 217 336 43 3531 4357 1567 121 184 122 506 186 155 715 187 260 156 478 162 337 167 70 134 123 166 1095 169 2193 1545 1964 2164 238 268 632 261 161 463 353 546 362 999 150 1304 187 889 217 1175 99 1271 86 94 190 170 789 is_linear=0 shrinkage=0.01089 Tree=103 num_leaves=77 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 44 24 24 52 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 34 34 24 24 split_gain=250105 103797 21311.8 3790.14 2812.65 2754.67 668.89 409.511 369.725 348.568 319.603 268.168 137.901 98.0732 80.9574 55.54 49.6016 48.8087 45.1414 40.1169 39.6132 36.8675 36.8273 35.4369 24.1168 18.241 12.1888 8.05746 7.4662 6.81285 6.06384 5.21533 4.9647 4.70616 4.6982 4.56769 4.4323 4.30433 4.08936 4.01997 3.96861 3.95982 3.91793 3.85791 3.81582 3.42654 3.31765 2.67045 2.09932 1.9212 1.40627 1.05996 0.479024 0.460485 0.448353 0.421328 0.404505 0.402097 0.378711 0.307425 0.24937 0.212102 0.176106 0.165946 0.151614 0.13158 0.116995 0.109515 0.107054 0.0665702 0.0572481 0.0565413 0.049445 0.0240521 0.0113028 0.00303696 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.257500000003349 54.156499999999149 30.172000000000484 40.453500000014181 21.030999999988129 9.5079999999998126 13.773500000000015 58.65649999999733 8.7574999999997107 50.218499999999047 32.921500000000385 27.820500000010728 37.781000000002685 23.398500000000016 12.382500000000165 15.219000000011876 10.312500000000002 43.530999999988133 18.844000000011878 44.875000000000007 8.3829999999998126 9.0940000000005075 6.9060000000026784 48.061999999987172 31.312500000003642 52.155999999988133 13.085000000000493 29.194999999999713 22.242500000000295 10.859500000000482 26.507999999999814 16.155999999988129 39.164000000000676 11.765499999999976 36.609499999998668 14.405999999988127 19.890500000000433 57.405999999997228 33.905999999999047 41.58849999999439 24.655999999988129 9.8830000000016316 17.905999999988129 9.2574999999999381 8.1559999999881274 8.570500000011636 8.936999999987167 13.398499999999332 10.562999999998285 12.757499999999711 9.7030000000122545 12.046999999988659 15.765499999999976 10.062500000000002 8.0155000000004311 8.2575000000006202 14.811999999990805 11.062999999997375 9.186999999987167 9.3904999999977026 14.015499999999976 11.461000000000697 8.6300000000001109 16.687500000002732 17.421999999999574 9.0160000000007603 44.594000000011881 7.5309999999881265 7.7969999999977526 8.4455000000120908 8.8360000000002419 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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166 1095 169 2265 1542 1964 2092 238 395 268 632 261 161 463 551 991 150 320 1339 926 187 217 1175 99 86 1082 94 192 172 789 1010 is_linear=0 shrinkage=0.01089 Tree=104 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=245762 100952 21220.9 3647.58 2732.22 2710.61 665.822 402.11 365.855 337.588 305.771 264.833 131.472 95.5903 74.3783 54.0861 49.8551 46.7799 45.5548 40.8215 39.2712 38.2628 35.662 31.8736 26.0209 17.6975 11.7668 8.08957 7.85315 7.82559 7.20172 5.75163 5.3092 4.91484 4.58153 4.4848 4.37042 4.03528 3.96604 3.68823 3.6094 3.51138 3.39276 3.30724 3.17955 2.52463 2.19222 2.0474 2.03457 1.56826 1.32879 1.00912 0.49301 0.476779 0.44915 0.445864 0.422222 0.414569 0.411137 0.407845 0.360774 0.355373 0.33274 0.250139 0.235814 0.164612 0.144924 0.138385 0.128668 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81 51 52 273 117 23 937 78 52 104 78 83 102 93 61 189 87 23 179 572 104 28 76 98 45 126 108 81 154 70 122 129 71 75 80 81 239 80 63 78 625 581 21 443 672 130 116 97 51 211 360 83 101 225 126 193 412 155 772 299 138 28 712 455 221 584 internal_value=0 -0.00143007 0.1133 0.154365 0.0859625 0.0302451 0.181062 0.101251 0.13626 0.0702098 0.0280601 0.0434003 0.20293 0.027129 0.170994 0.110408 0.0935903 0.128438 0.0631981 0.146744 0.039932 0.0490928 0.032123 0.0788452 0.196847 0.0257813 0.0282086 0.0249138 0.0600392 0.164856 0.106421 0.177202 0.0378654 0.0895563 0.0976571 0.0340658 0.0522603 0.0422259 0.0466886 0.132938 0.14239 0.115796 0.12415 0.0308986 0.0820431 0.0679485 0.0747242 0.0287535 0.0250127 0.203581 0.0264835 0.0276096 0.0367727 0.04326 0.0457304 0.0578701 0.0244555 0.0303719 0.0621575 0.0510951 0.0316156 0.0390285 0.0349597 0.025313 0.0331619 0.0284714 0.0291631 0.0411565 0.0541745 0.0267279 0.0278446 0.0246242 0.0261127 internal_weight=0 178304 2242 896 1346 11184 362 683 534 663 9591 1593 114 7803 248 311 372 306 366 228 990 603 1788 297 91 3471 4332 1553 220 125 179 123 521 187 185 691 260 469 343 149 126 132 157 1097 167 146 130 2268 1529 44 1918 2064 269 238 214 109 536 633 111 162 464 252 347 993 344 1344 924 231 98 1155 1127 432 763 internal_count=180546 178304 2242 896 1346 11184 362 683 534 663 9591 1593 114 7803 248 311 372 306 366 228 990 603 1788 297 91 3471 4332 1553 220 125 179 123 521 187 185 691 260 469 343 149 126 132 157 1097 167 146 130 2268 1529 44 1918 2064 269 238 214 109 536 633 111 162 464 252 347 993 344 1344 924 231 98 1155 1127 432 763 is_linear=0 shrinkage=0.01089 Tree=105 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 46 split_gain=240440 98765.4 20761.4 3568.75 2673.04 2651.92 580.894 437.518 393.404 330.276 299.158 259.099 98.0244 88.9419 76.333 60.6433 52.9155 48.775 44.8044 44.5672 40.1043 38.4322 37.435 31.1824 13.7144 13.2898 11.3681 9.60426 9.46545 7.68277 7.04503 6.6193 5.19191 5.01115 4.80773 4.48198 4.27584 4.09653 3.96116 3.92902 3.92045 3.87984 3.71959 3.4343 3.11034 2.46974 2.14417 2.08644 2.0329 1.52991 1.21818 1.05415 0.492941 0.484424 0.478133 0.466241 0.439212 0.437733 0.408731 0.398675 0.389829 0.356909 0.325345 0.277096 0.223709 0.164716 0.125792 0.113213 0.0735717 0.0586078 0.0417253 0.0361706 0.0182795 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.257500000003349 55.805000000011212 40.828499999999629 30.172000000000484 21.523500000000244 9.4535000000123564 13.773500000000015 63.020999999997009 8.7030000000122545 51.437500000000007 38.187500000000007 32.921500000000385 27.820500000010728 44.030999999988133 19.561999999988078 10.257499999999938 12.382500000000165 15.219000000011876 23.398500000000016 8.2575000000006202 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1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.187500000000002 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 13.632999999997994 9.4535000000123564 61.289000000002495 8.7030000000122545 50.218499999999047 42.655999999999047 27.469000000000054 32.093499999988133 37.405999999988133 15.015499999999976 12.382500000000165 23.030999999988129 10.257499999999938 18.844000000011878 65.257999999998006 8.2575000000006202 9.0470000000013915 7.5309999999881265 48.83649999999944 56.757999999999818 52.155999999988133 15.938000000009199 11.765499999999976 33.257499999999716 28.882499999999713 26.234999999998767 38.687500000000007 44.594000000011881 19.890500000000433 9.8739999999961601 14.273500000000015 13.015499999999522 24.187500000003642 10.687999999996466 30.968500000002681 17.905999999988129 41.58849999999439 36.132999999997999 9.2425000000002928 8.5154999999995216 21.898499999999334 8.8360000000002419 8.0629999999982847 9.6175000000002928 16.405999999988129 10.062500000000002 11.382499999999711 12.046999999988659 15.561999999990805 9.3205000000107265 10.937999999997375 13.265500000000431 7.8242500000001209 8.3829999999998126 12.632999999999813 14.640500000000431 10.484499999996844 8.9684999999990413 13.890999999999623 8.570500000011636 17.421999999999574 8.1879999999973752 9.1255000000001036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 11 9 14 18 16 23 20 13 29 25 28 46 35 44 47 40 32 50 39 45 -14 27 51 -3 -5 -8 -16 58 56 -19 -18 -7 -20 -17 -25 53 68 64 -23 66 -10 70 -9 -4 72 63 -11 -15 62 -13 -33 -41 -6 -34 -21 -50 -45 -43 -29 -27 -22 -42 -24 -53 -12 -51 -2 -54 -28 right_child=2 4 3 6 10 8 12 15 17 21 19 22 24 26 30 37 34 33 36 31 41 42 43 38 -26 49 48 52 -30 -31 -32 54 57 -35 -36 -37 -38 -39 -40 55 65 61 -44 60 -46 -47 -48 -49 59 69 -52 67 71 -55 -56 -57 -58 -59 -60 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127 287 555 155 184 193 161 126 167 1181 357 470 173 667 154 173 127 159 2434 1964 133 2171 1141 643 128 538 289 266 159 1222 322 229 313 894 241 161 345 1439 196 1070 89 828 1212 internal_count=180725 178453 2272 940 11247 1332 367 573 686 646 1669 9578 116 7730 251 253 377 309 320 644 1025 306 1848 340 42 3125 4605 1161 124 74 127 287 555 155 184 193 161 126 167 1181 357 470 173 667 154 173 127 159 2434 1964 133 2171 1141 643 128 538 289 266 159 1222 322 229 313 894 241 161 345 1439 196 1070 89 828 1212 is_linear=0 shrinkage=0.01089 Tree=107 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 23 18 18 28 18 18 35 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 split_gain=233141 94942.4 20197.7 3736 2544.91 2394.25 618.021 390.421 360.612 289.191 273.748 260.401 125.429 85.8681 70.6117 51.7292 47.9302 44.7957 43.9676 41.447 36.2713 35.2022 33.833 32.4782 16.5111 13.0253 12.9328 7.57129 6.56348 6.20551 5.63189 5.53146 5.44681 4.65896 4.61501 4.45647 4.25791 4.02155 3.99199 3.8136 3.75385 3.7203 3.5779 3.55706 2.63869 2.53585 2.33654 2.33135 1.96489 1.7778 1.67887 1.49556 1.16249 0.468397 0.462126 0.430927 0.417465 0.386193 0.342186 0.28078 0.269111 0.243845 0.233455 0.217741 0.216068 0.214798 0.202445 0.193867 0.155059 0.119892 0.113033 0.0745518 0.0434979 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.24200000000201 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 13.632999999997994 61.289000000002495 8.7030000000122545 50.218499999999047 42.655999999999047 27.469000000000054 32.562000000001724 37.405999999988133 15.015499999999976 12.382500000000165 10.257499999999938 23.030999999988129 18.844000000011878 65.257999999998006 8.2575000000006202 9.0630000000128366 7.5309999999881265 48.061999999987172 31.312500000003642 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18.530999999988129 27.469000000000054 9.9894999999996816 11.882499999999711 29.453500000012358 39.562500000010921 24.890499999999978 14.640500000000431 10.859500000000482 8.0155000000004311 42.18799999999829 32.093499999988133 36.969000000011881 34.437499999985455 23.030999999988129 0.95846022347764104 9.2574999999999381 8.570500000011636 45.156499999999149 8.9220000000002546 12.882999999999813 8.1879999999973752 9.7574999999997107 15.765499999999976 12.218999999999143 10.132500000000165 14.273500000000015 11.062999999997375 11.562500000000002 10.562999999998285 9.186999999987167 9.3904999999977026 13.561999999987167 8.6300000000001109 9.0074999999997107 8.2575000000006202 1.0000000180025095e-35 8.4455000000120908 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 9 14 16 15 17 13 20 25 24 28 33 44 32 42 43 35 39 34 46 41 -8 51 -16 -5 52 -19 55 -2 -7 54 60 -17 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0.0403905 0.190018 0.0253621 0.160167 0.103372 0.120336 0.0877325 0.0591189 0.0455951 0.137345 0.0370271 0.0298716 0.0737725 0.0240149 0.0262744 0.206035 0.0231083 0.154355 0.107546 0.181322 0.166093 0.0485863 0.0351342 0.0839482 0.0557223 0.0630214 0.0914243 0.0317365 0.124478 0.0287437 0.0391635 0.0432438 0.116281 0.0768254 0.0990219 0.133276 0.0699104 0.0245389 0.0257366 0.0268608 0.0232252 0.0542426 0.0281796 0.0294059 0.0502637 0.142483 0.0361561 0.0325444 0.047306 0.0341094 0.0271182 0.0382443 0.0401819 0.0226637 0.0241603 0.0444624 0.030906 0.0254439 0.0260224 0.0422348 0.0248482 0.0647548 0.0234501 internal_weight=0 178458 2262 909 1353 11266 364 680 545 673 9615 1651 117 7712 247 316 318 364 370 648 227 1003 1903 303 3114 4598 41 1141 125 161 76 122 285 532 180 198 172 184 717 157 1186 471 363 161 169 155 127 134 1973 2399 2199 1120 114 641 545 123 100 266 363 162 266 1220 248 223 321 888 164 354 1186 1213 199 1085 92 799 internal_count=180720 178458 2262 909 1353 11266 364 680 545 673 9615 1651 117 7712 247 316 318 364 370 648 227 1003 1903 303 3114 4598 41 1141 125 161 76 122 285 532 180 198 172 184 717 157 1186 471 363 161 169 155 127 134 1973 2399 2199 1120 114 641 545 123 100 266 363 162 266 1220 248 223 321 888 164 354 1186 1213 199 1085 92 799 is_linear=0 shrinkage=0.01089 Tree=111 num_leaves=78 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 23 30 30 30 30 30 30 30 30 30 30 30 30 30 21 27 30 30 41 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 3 30 30 30 30 30 34 34 30 split_gain=212806 87225.8 18341.4 3225.08 2391.95 2322.67 578.639 339.723 313.256 294.322 247.211 246.424 127.842 78.073 65.6303 45.4302 41.4833 40.571 39.8211 37.2101 35.7621 35.5968 30.6905 28.4996 12.0928 11.8318 7.70635 6.93338 6.74744 6.07295 5.68642 4.97026 4.77971 4.61105 4.25301 4.24473 4.22509 4.15118 3.54573 3.49621 3.35064 3.33726 3.33388 3.19435 3.12704 2.63459 2.51004 2.06369 1.79014 1.67522 1.23437 0.920581 0.422848 0.419007 0.398497 0.388167 0.384774 0.383994 0.377268 0.317803 0.267262 0.244033 0.2271 0.212799 0.194713 0.186492 0.177592 0.138536 0.0953659 0.0919544 0.0698553 0.0500671 0.0315046 0.0284294 0.027376 0.0469358 0.0142 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.187500000000002 54.156499999999149 30.172000000000484 40.453500000014181 21.523500000000244 9.4535000000123564 13.632999999997994 61.289000000002495 8.7030000000122545 50.218499999999047 32.562000000001724 37.781000000002685 27.820500000010728 19.163999999999991 15.015499999999976 43.530999999988133 12.382500000000165 10.257499999999938 23.398500000000016 8.2575000000006202 9.0619999999989904 0.8842370298699912 4.1124388697492877 48.061999999987172 33.905999999999047 56.155999999988133 11.765499999999976 52.155999999988133 15.938000000009199 26.765999999999625 18.242500000000295 20.210999999999334 28.882499999999713 39.164000000000676 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162 335 1220 248 223 888 164 354 1186 329 199 1085 92 1065 791 285 265 1127 is_linear=0 shrinkage=0.01089 Tree=112 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 23 27 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=205439 84764.8 17645.5 3282.16 2249.45 2107.17 557.549 343.386 289.573 285.39 239.887 238.591 111.218 76.9753 66.0453 45.5908 39.8139 38.4432 36.8156 36.1946 33.688 30.8965 29.6297 27.702 11.7999 11.4961 11.4393 6.63925 6.52658 5.96 4.59898 4.35095 4.07714 3.93109 3.74033 3.73747 3.65769 3.45946 3.44913 3.36916 3.24938 3.21387 3.19173 2.99544 2.71945 2.28789 2.14871 2.06595 1.9888 1.88833 1.78705 1.171 1.01639 0.674765 0.429177 0.401732 0.342161 0.331357 0.325426 0.278865 0.250039 0.24213 0.197545 0.170509 0.163198 0.153279 0.15176 0.137084 0.0781943 0.0706975 0.0515836 0.0495387 0.0365347 0.00111501 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7687 252 243 363 316 639 326 1006 285 1878 328 3124 4563 41 1152 128 124 282 513 185 157 178 71 123 1207 157 493 162 357 671 157 169 128 166 120 159 2461 1972 1132 2102 295 646 561 128 154 261 319 327 1215 898 218 162 344 46 1372 195 1074 232 1246 813 88 internal_count=180590 178365 2225 923 11210 1302 364 559 654 648 9565 1645 112 7687 252 243 363 316 639 326 1006 285 1878 328 3124 4563 41 1152 128 124 282 513 185 157 178 71 123 1207 157 493 162 357 671 157 169 128 166 120 159 2461 1972 1132 2102 295 646 561 128 154 261 319 327 1215 898 218 162 344 46 1372 195 1074 232 1246 813 88 is_linear=0 shrinkage=0.01089 Tree=113 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 23 46 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 18 18 18 split_gain=200990 82928.8 17263.5 3211.13 2200.75 2061.54 545.508 335.954 283.33 279.212 242.509 225.332 108.819 71.277 64.6147 44.6027 38.9835 37.6102 36.4369 36.0186 35.6973 30.9998 30.2276 25.6265 12.547 11.191 10.36 7.24341 6.38366 6.03571 5.83101 4.50496 4.25663 3.96505 3.96432 3.83491 3.6572 3.60437 3.57834 3.41857 3.37395 3.14413 2.93005 2.66019 2.23818 2.04575 2.02107 1.9452 1.55412 1.54157 1.51356 1.19988 0.705631 0.659951 0.655154 0.428302 0.371049 0.318206 0.267101 0.245273 0.192201 0.171625 0.168802 0.159468 0.113134 0.0825999 0.0771656 0.0771149 0.0762804 0.0731802 0.0680967 0.0289154 0.0257345 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.132499999999938 25.655999999988129 54.156499999999149 40.06199999999081 21.523500000000244 30.172000000000484 13.632999999997994 9.3904999999977026 61.289000000002495 8.6300000000001109 50.218499999999047 42.655999999999047 27.469000000000054 37.405999999988133 19.163999999999991 15.015499999999976 12.257999999999813 10.132500000000165 32.562000000001724 23.398500000000016 9.0160000000007603 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423 261 110 327 1014 572 218 162 264 1028 1281 324 195 1312 1077 1065 87 is_linear=0 shrinkage=0.01089 Tree=114 num_leaves=74 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 7 30 30 21 30 30 41 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 3 30 30 30 30 split_gain=198199 80688 17437.7 3226.07 2150.77 2042.36 541.691 328.559 307.842 267.736 220.075 215.767 107.591 73.3636 60.1618 45.342 39.7825 39.5331 36.7265 33.0421 32.9287 31.1385 29.4326 26.0299 25.2411 11.2486 10.9332 8.71765 6.11253 5.07893 4.33131 4.04059 3.93827 3.84935 3.83469 3.6697 3.53165 3.51711 3.47032 3.19505 3.14158 3.0525 2.83724 2.8016 2.72154 2.51088 2.16142 2.1108 1.87631 1.68372 1.50758 1.22022 0.834631 0.48118 0.375176 0.305898 0.29015 0.24781 0.241993 0.203425 0.190819 0.151518 0.148992 0.136678 0.126429 0.0990098 0.0908522 0.068207 0.0622627 0.0400292 0.0372206 0.0291776 0.00430716 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8.0629999999982847 13.085000000000493 14.550999999999137 9.9894999999996816 18.242500000000295 10.885000000002039 10.390499999997703 9.6175000000002928 8.3829999999998126 9.1255000000001036 8.8205000000107265 11.382499999999711 11.882499999999711 8.9925000000002928 12.507499999999711 8.570500000011636 10.500000000000002 16.155999999988129 13.773500000000015 8.1879999999973752 9.3675000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 10 14 18 16 19 13 21 30 25 28 46 35 42 47 36 32 41 48 45 -14 27 50 52 -5 -16 -8 -19 70 -18 66 -6 -2 58 -20 -24 -21 63 -10 -22 -17 59 -9 -4 -11 60 62 61 68 -36 -34 -47 -38 -39 -25 -12 -27 -28 -15 -7 -43 -52 -23 -51 -3 -45 -13 -54 -53 right_child=2 5 3 6 8 11 12 15 17 22 23 20 24 26 29 44 33 31 38 40 43 34 39 37 -26 49 51 -29 -30 -31 -32 -33 54 -35 53 -37 56 57 -40 -41 -42 64 -44 69 -46 55 -48 -49 -50 67 65 72 71 -55 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0.046753489396810163 0.13742037654222874 0.027684994896478746 0.12851980021575704 0.11177748549451083 0.066923674062748975 0.023554762437593971 0.024768633423912296 0.025914366517092571 0.022318529001718729 0.038348501126475018 0.042959039564150946 0.028309954018710153 0.054772360443038598 0.031300523739571165 0.029707810510301958 0.027115988269018246 0.023307827274089234 0.025637897420626183 0.024546614972758719 0.032849695283866609 0.034475606292097533 0.025062129998946733 0.036331898285318416 0.023869668192635835 0.02113154890135659 0.048081100933886067 0.040424976438409727 0.022597038877585515 0.026205413922502897 leaf_weight=167096 83 274 80 47 81 179 23 77 78 59 239 81 25 688 78 49 82 77 85 78 124 121 61 190 22 419 565 20 70 44 49 81 94 104 136 108 53 158 77 111 88 102 74 58 73 355 50 79 79 299 575 350 448 153 100 229 55 174 199 296 481 820 525 93 124 651 90 776 43 68 118 356 432 leaf_count=167096 83 274 80 47 81 179 23 77 78 59 239 81 25 688 78 49 82 77 85 78 124 121 61 190 22 419 565 20 70 44 49 81 94 104 136 108 53 158 77 111 88 102 74 58 73 355 50 79 79 299 575 350 448 153 100 229 55 174 199 296 481 820 525 93 124 651 90 776 43 68 118 356 432 internal_value=0 -0.00128478 0.100896 0.137247 0.0759425 0.0270078 0.162878 0.121145 0.089498 0.0620188 0.0250815 0.038232 0.181934 0.0242747 0.153374 0.130565 0.0828419 0.0975435 0.113829 0.055579 0.0431542 0.0350599 0.0694305 0.0284668 0.195067 0.0229831 0.0251484 0.0221181 0.147586 0.158897 0.173306 0.101434 0.0411767 0.0864689 0.0369861 0.0792631 0.0524603 0.030085 0.117586 0.0724765 0.0591601 0.0331244 0.0934854 0.0462589 0.135455 0.0274237 0.125846 0.109985 0.0656233 0.0234826 0.0246453 0.0257144 0.0222456 0.0378267 0.0423227 0.0279311 0.0538441 0.0309277 0.0293641 0.0268686 0.0231237 0.0255098 0.0243623 0.0323193 0.0340902 0.0249249 0.0358309 0.0237826 0.0217447 0.0474782 0.0400549 0.0224425 0.0260759 internal_weight=0 178299 2280 928 1352 11203 358 570 685 667 9562 1641 119 7722 239 249 375 310 321 357 643 998 310 1840 47 3116 4606 1141 117 122 72 158 393 186 500 189 191 721 162 172 166 498 152 250 122 1119 127 159 138 1975 2439 2167 1121 289 194 584 108 332 389 535 900 1385 1213 272 226 1226 211 1075 317 126 199 804 782 internal_count=180579 178299 2280 928 1352 11203 358 570 685 667 9562 1641 119 7722 239 249 375 310 321 357 643 998 310 1840 47 3116 4606 1141 117 122 72 158 393 186 500 189 191 721 162 172 166 498 152 250 122 1119 127 159 138 1975 2439 2167 1121 289 194 584 108 332 389 535 900 1385 1213 272 226 1226 211 1075 317 126 199 804 782 is_linear=0 shrinkage=0.01089 Tree=115 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 35 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 40 23 18 18 18 18 split_gain=193908 78940.3 17060.1 3156.26 2104.19 1998.14 529.988 321.448 301.176 261.937 215.31 211.095 108.763 71.774 58.8581 44.3596 38.9206 38.6764 35.9306 32.3257 32.2156 30.4665 28.7945 25.4662 15.2274 11.0046 10.6984 8.52833 5.9787 5.50935 4.96925 3.95254 3.85278 3.76541 3.68028 3.58967 3.45511 3.44081 3.39467 3.12522 3.07319 3.01967 2.77535 2.74092 2.66714 2.45634 2.11445 2.06456 1.83524 1.64712 1.54368 1.131 0.816386 0.36683 0.299145 0.28359 0.277843 0.260408 0.242282 0.236602 0.22034 0.198876 0.187046 0.133588 0.12791 0.122791 0.0668794 0.0634352 0.186947 0.0441806 0.0361881 0.0326677 0.0284358 0.014428 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 13.561999999987167 61.289000000002495 8.7030000000122545 50.218499999999047 42.655999999999047 27.469000000000054 32.093499999988133 37.405999999988133 18.844000000011878 15.015499999999976 12.257999999999813 23.030999999988129 10.187500000000002 63.020999999997009 8.2575000000006202 9.0619999999989904 0.92772409690767488 48.061999999987172 56.757999999999818 52.155999999988133 33.257499999999716 14.157000000000609 28.5630000000092 11.664000000002945 26.234999999998767 17.687499999985452 10.63300000000004 38.687500000000007 23.88249999999994 19.890500000000433 12.882999999999813 30.968500000002681 15.765499999999976 44.594000000011881 9.7574999999997107 41.58849999999439 36.132999999997999 21.898499999999334 8.5154999999995216 9.2425000000002928 8.8755000000001036 8.0629999999982847 14.550999999999137 9.9894999999996816 18.242500000000295 12.046999999988659 12.632999999999813 10.885000000002039 10.390499999997703 9.3205000000107265 9.6175000000002928 8.436999999987167 11.382499999999711 8.804499999989277 13.148999999999662 8.6300000000001109 7.5309999999881265 7.8670000000001901 16.265499999999978 13.773500000000015 8.9690000000027812 8.1879999999973752 9.1255000000001036 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 10 14 18 16 19 13 21 29 25 28 46 35 42 47 36 32 34 48 45 -14 27 51 52 -5 -8 -16 -19 70 -18 63 -6 -2 59 -20 -24 -21 57 -10 -22 -17 61 -9 -4 -11 62 73 64 67 -34 -47 -38 -36 -23 -39 -25 -52 -12 -27 -7 -15 -43 -51 -3 -69 -45 -13 -53 -54 -28 right_child=2 5 3 6 8 11 12 15 17 22 23 20 24 26 30 44 33 31 38 40 43 41 39 37 -26 49 50 -29 -30 -31 -32 -33 53 -35 56 -37 55 58 -40 -41 -42 65 -44 69 -46 54 -48 -49 -50 66 60 71 72 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 68 -70 -71 -72 -73 -74 -75 leaf_value=-0.003147017937155638 0.050094619999164293 0.022437478937330217 0.10700759556820354 0.14209610527903774 0.076403074148833225 0.031690884050343218 0.16612493876561729 0.12272386321608945 0.090660849265276469 0.063163030965662184 0.026270466127544485 0.039074845933681893 0.18567234565204949 0.023884171761352244 0.15486226515371046 0.13198817314023822 0.083484301956044588 0.098176602916507205 0.11431790467389479 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0.020887425653309095 0.021643008120258104 0.047487159500155307 0.039984829153984984 0.024730453766446441 0.022350971683936929 0.025257647927431449 leaf_weight=167096 83 20 80 47 81 179 26 77 78 59 239 81 20 435 78 73 82 77 85 78 124 136 61 190 23 466 757 20 70 50 44 81 94 104 164 108 53 158 77 111 88 106 74 50 49 355 50 79 79 744 759 525 448 100 229 55 92 103 174 199 448 296 434 93 744 125 331 79 218 76 118 543 356 395 leaf_count=167096 83 20 80 47 81 179 26 77 78 59 239 81 20 435 78 73 82 77 85 78 124 136 61 190 23 466 757 20 70 50 44 81 94 104 164 108 53 158 77 111 88 106 74 50 49 355 50 79 79 744 759 525 448 100 229 55 92 103 174 199 448 296 434 93 744 125 331 79 218 76 118 543 356 395 internal_value=0 -0.00127078 0.0997974 0.135753 0.0751157 0.0267137 0.161105 0.119826 0.0885237 0.0613436 0.0248084 0.0378158 0.179954 0.0240104 0.151704 0.129144 0.08194 0.0964815 0.112589 0.0549739 0.0426843 0.0346782 0.0686746 0.0281569 0.194128 0.0227328 0.0248745 0.0218773 0.14598 0.171883 0.157167 0.10033 0.0407284 0.0855274 0.0328755 0.0784001 0.0518892 0.0297574 0.116306 0.0716874 0.0585161 0.0367017 0.0924677 0.0457553 0.13398 0.027125 0.124476 0.108788 0.0649089 0.0232269 0.0253896 0.0243336 0.0220034 0.041862 0.027627 0.0532579 0.0338374 0.0358059 0.0305909 0.0290443 0.0256725 0.026576 0.0228719 0.0319674 0.0240891 0.037625 0.0235236 0.0215079 0.0214436 0.0469613 0.0396188 0.024603 0.0221981 0.0250927 internal_weight=0 178299 2280 928 1352 11203 358 570 685 667 9562 1641 119 7722 239 249 375 310 321 357 643 998 310 1840 43 3116 4606 1141 117 76 122 158 393 186 528 189 191 721 162 172 166 470 152 250 122 1119 127 159 138 1975 2359 2247 1121 194 584 108 256 239 332 389 1207 535 900 272 1179 231 1075 317 297 126 199 1068 804 1152 internal_count=180579 178299 2280 928 1352 11203 358 570 685 667 9562 1641 119 7722 239 249 375 310 321 357 643 998 310 1840 43 3116 4606 1141 117 76 122 158 393 186 528 189 191 721 162 172 166 470 152 250 122 1119 127 159 138 1975 2359 2247 1121 194 584 108 256 239 332 389 1207 535 900 272 1179 231 1075 317 297 126 199 1068 804 1152 is_linear=0 shrinkage=0.01089 Tree=116 num_leaves=74 num_cat=0 split_feature=30 20 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 28 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 20 30 30 30 30 30 30 30 30 30 30 23 30 30 split_gain=187466 77758.2 16656.4 3022.77 2056.2 1992.92 514.111 322.015 291.253 251.559 209.808 209.63 84.0277 75.0358 70.6716 38.5216 37.1017 35.1357 35.0885 31.8985 31.3336 29.9474 27.6513 24.6702 12.599 11.1571 11.0177 10.5694 8.31667 7.40166 4.63778 4.43833 3.81624 3.6937 3.65543 3.37611 3.32072 3.17514 3.10133 2.99974 2.93177 2.93029 2.51264 2.42997 2.15591 2.03168 1.76801 1.72877 1.62708 1.50472 1.12505 0.969106 0.456475 0.391159 0.280709 0.258607 0.249474 0.223711 0.192497 0.187731 0.174801 0.166763 0.128225 0.121414 0.117418 0.113465 0.0923734 0.0707283 0.0377007 0.0300244 0.0210961 0.0127582 0.00299606 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 55.805000000011212 40.06199999999081 29.81249999998909 21.030999999988129 13.561999999987167 9.4535000000123564 50.780999999988133 63.020999999997009 8.7030000000122545 42.655999999999047 27.469000000000054 37.405999999988133 32.562000000001724 14.811999999990805 18.844000000011878 12.218999999999143 23.030999999988129 10.187500000000002 48.83649999999944 58.65649999999733 8.2575000000006202 9.0940000000005075 7.5309999999881265 52.155999999988133 31.312500000003642 15.765499999999976 26.234999999998767 12.757499999999711 28.5630000000092 38.687500000000007 10.63300000000004 19.890500000000433 17.687499999985452 44.030999999988133 11.664000000002945 24.187500000003642 14.157000000000609 9.7574999999997107 41.58849999999439 36.132999999997999 33.905999999999047 21.898499999999334 8.5154999999995216 8.8909999999998508 9.2574999999999381 8.0629999999982847 13.085000000000493 15.398499999999332 9.9894999999996816 18.530999999988129 10.390499999997703 10.885000000002039 9.6175000000002928 7.8242500000001209 8.3829999999998126 8.8205000000107265 11.882499999999711 9.1255000000001036 11.313000000009199 12.382500000000165 9.0074999999997107 8.570500000011636 8.1879999999973752 13.890999999999623 16.265499999999978 19.561999999988078 9.3675000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 12 17 16 20 21 14 24 25 26 44 32 45 30 42 38 40 47 43 -5 -8 28 49 -3 -14 -10 53 -6 65 -18 -19 56 71 -2 -17 64 -24 69 58 -9 -4 -20 -11 60 61 63 59 -35 -21 -45 -40 -25 -38 -13 -30 -28 -16 -42 -29 -7 -23 -51 -50 -53 -12 -33 -22 -52 right_child=2 5 3 6 8 10 13 15 18 22 19 23 29 -15 27 39 34 35 46 31 37 33 41 36 -26 -27 48 50 51 -31 -32 70 -34 52 -36 -37 57 -39 55 -41 62 -43 -44 54 -46 -47 -48 -49 67 66 72 68 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 leaf_value=-0.0031127467613748104 0.049610324455496346 0.014640286583835265 0.10582552001489896 0.14195570868776072 0.07550485937051217 0.031233478629483242 0.17159073577283532 0.12145129771883752 0.090427683372223983 0.062496179501272342 0.038869990022945847 0.025986624977215596 0.1542354107095488 0.19943660150322648 0.023694868226168939 0.12950321733155448 0.082584812046534728 0.11301552738681964 0.098433221719803871 0.043070857770522185 0.055488780513850915 0.034524319937970699 0.069277764532983316 0.028360633504526295 0.14921915286444715 0.18280820596740416 0.022417448201810589 0.024783420988512436 0.020610187910697086 0.16120885970376192 0.094539086669606601 0.045672643140056847 0.079077691583007495 0.036440617093289447 0.086223521725260058 0.11719177506584129 0.029848264611360892 0.059443652824711549 0.052111563187581963 0.13443565997152226 0.032892045102259813 0.072576237254186188 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657 361 1005 309 1827 148 70 3156 4633 1152 119 177 296 187 506 180 158 718 169 192 124 499 169 361 1109 116 161 128 140 2004 2488 2145 1132 289 167 571 112 393 325 538 309 898 1253 230 1352 269 217 1235 1106 823 202 129 82 793 internal_count=180801 178541 2260 918 1342 11278 359 559 672 670 1662 9616 267 92 7789 240 367 319 305 657 361 1005 309 1827 148 70 3156 4633 1152 119 177 296 187 506 180 158 718 169 192 124 499 169 361 1109 116 161 128 140 2004 2488 2145 1132 289 167 571 112 393 325 538 309 898 1253 230 1352 269 217 1235 1106 823 202 129 82 793 is_linear=0 shrinkage=0.01089 Tree=117 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=183407 76073.9 16295.8 2957.51 2011.66 1949.77 454.168 374.893 284.947 246.109 205.265 205.09 73.4156 69.1403 61.5061 43.9453 41.3772 36.2979 34.3443 31.2082 30.6551 29.3004 27.0518 24.1359 10.9171 10.7788 10.3404 9.7236 8.13606 5.32906 4.34212 3.73306 3.65003 3.57572 3.52542 3.5114 3.24868 3.1057 3.03407 2.9611 2.90326 2.86654 2.77827 2.45792 2.37719 2.25011 1.86235 1.69091 1.59172 1.47214 1.10058 0.947951 0.382522 0.274505 0.272875 0.252968 0.243922 0.238472 0.218707 0.188188 0.183524 0.171143 0.14347 0.118655 0.114716 0.113675 0.108389 0.0705687 0.0367762 0.0292205 0.0123359 0.00570709 0.0027991 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 47.344000000011881 25.188000000012838 11.132499999999938 55.805000000011212 40.453500000014181 29.81249999998909 21.030999999988129 13.561999999987167 9.4535000000123564 63.020999999997009 8.7030000000122545 51.437500000000007 37.781000000002685 43.530999999988133 27.469000000000054 32.093499999988133 14.811999999990805 18.844000000011878 12.257999999999813 23.030999999988129 10.187500000000002 58.65649999999733 8.2575000000006202 9.0940000000005075 48.83649999999944 7.5309999999881265 36.609499999998668 15.765499999999976 26.234999999998767 33.257499999999716 28.5630000000092 11.664000000002945 45.156499999999149 10.63300000000004 19.890500000000433 17.687499999985452 12.882999999999813 39.164000000000676 24.187500000003642 41.58849999999439 14.157000000000609 9.7574999999997107 30.968500000002681 53.085999999999338 21.898499999999334 8.5154999999995216 8.8909999999978044 9.2574999999999381 8.0629999999982847 15.398499999999332 9.9894999999996816 11.882499999999711 18.530999999988129 10.390499999997703 12.632999999999813 10.885000000002039 9.6175000000002928 7.8242500000001209 8.436999999987167 8.8205000000107265 9.1255000000001036 11.313000000009199 13.148999999999662 8.9925000000002928 8.6300000000001109 8.1879999999973752 13.890999999999623 19.561999999988078 16.155999999988129 9.3675000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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1270 1106 823 202 82 129 793 is_linear=0 shrinkage=0.01089 Tree=118 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 52 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 3 18 18 18 18 split_gain=181781 74490.4 15817.1 2961.38 1974.85 1857.64 437.853 359.512 253.877 249.984 216.571 204.757 92.9373 67.3713 46.1244 45.8214 45.1543 33.9734 33.8816 32.1194 28.1667 27.637 27.0016 24.7519 12.7984 10.0792 10.0547 8.83562 6.00687 5.72812 5.37009 4.88951 4.29138 4.16253 3.66482 3.28109 3.16492 3.05289 2.87843 2.74167 2.73038 2.3632 2.34894 1.99939 1.86818 1.86743 1.86627 1.33499 1.12395 1.06543 1.02501 0.685314 0.421237 0.367562 0.346572 0.307856 0.304101 0.301566 0.277287 0.263712 0.229342 0.179111 0.170919 0.160109 0.147256 0.140288 0.132921 0.123806 0.104768 0.0666465 0.0659949 0.0593522 0.059155 0.00420291 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 47.344000000011881 11.24200000000201 25.655999999988129 57.405999999997228 40.453500000014181 30.172000000000484 21.523500000000244 9.4535000000123564 13.632999999997994 51.437500000000007 8.7030000000122545 63.020999999997009 43.530999999988133 37.781000000002685 27.469000000000054 19.561999999988078 15.015499999999976 12.382500000000165 10.257499999999938 32.562000000001724 23.398500000000016 54.156499999999149 8.3129999999982847 9.0785000000014424 48.83649999999944 6.9060000000026784 28.882499999999713 18.242500000000295 36.609499999998668 45.156499999999149 15.938000000009199 11.765499999999976 39.164000000000676 10.770000000004076 9.8739999999961601 42.18799999999829 13.015499999999522 14.273500000000015 24.655999999988129 31.312500000003642 33.905999999999047 22.585500000000142 20.515500000000007 26.507999999999814 8.8755000000001036 9.2574999999999381 8.0629999999982847 8.5154999999995216 58.65649999999733 16.687500000002732 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85 86 132 223 79 90 49 412 557 100 280 102 28 78 51 102 150 77 155 366 51 113 90 81 72 54 54 60 85 573 353 448 296 24 25 310 190 112 72 80 159 78 115 108 108 560 156 71 815 767 683 43 778 102 297 443 internal_value=0 -0.00122214 0.0973625 0.131677 0.0259157 0.0730217 0.157361 0.11699 0.086251 0.0603421 0.0240417 0.0370354 0.150948 0.0232339 0.181516 0.126917 0.109696 0.0802603 0.0541909 0.0418608 0.0339269 0.0273491 0.0941096 0.0675441 0.158105 0.0220023 0.0240743 0.144945 0.02129 0.0832084 0.0514423 0.105912 0.131763 0.0445874 0.0321946 0.114037 0.0290835 0.0263427 0.122164 0.035898 0.0396379 0.0703551 0.0907556 0.0977511 0.0640505 0.058296 0.076387 0.02359 0.0246163 0.0213837 0.0225425 0.175004 0.0461167 0.0258175 0.0269453 0.0331294 0.0433519 0.0496874 0.0284014 0.0532694 0.0312607 0.03681 0.0350549 0.0215651 0.0299191 0.0407331 0.0244173 0.0233145 0.0238464 0.0208161 0.0227646 0.0387002 0.0222054 0.0249585 internal_weight=0 178546 2246 932 11240 1314 339 593 643 671 9619 1621 268 7731 71 251 342 365 362 635 986 1888 278 309 122 3136 4595 146 1353 207 217 183 124 285 525 159 693 1195 127 461 350 171 145 133 138 145 158 2427 2168 1331 1783 48 127 639 556 262 158 111 382 106 263 221 240 1008 311 161 1372 1171 1256 323 1074 189 709 796 internal_count=180792 178546 2246 932 11240 1314 339 593 643 671 9619 1621 268 7731 71 251 342 365 362 635 986 1888 278 309 122 3136 4595 146 1353 207 217 183 124 285 525 159 693 1195 127 461 350 171 145 133 138 145 158 2427 2168 1331 1783 48 127 639 556 262 158 111 382 106 263 221 240 1008 311 161 1372 1171 1256 323 1074 189 709 796 is_linear=0 shrinkage=0.01089 Tree=119 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 35 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 split_gain=177845 72877 15474.7 2897.29 1932.09 1817.41 428.404 351.731 248.381 244.569 211.881 200.325 90.9255 65.9115 45.1257 44.8286 44.1763 33.2367 33.1471 31.4286 27.5566 27.0386 26.4167 24.2152 12.5215 9.8621 9.83683 8.64217 5.60367 5.25358 4.78614 4.78336 4.1983 3.69483 3.64538 3.58529 3.20951 3.09626 3.05278 2.98665 2.81591 2.68213 2.31171 2.29762 1.95587 1.82756 1.82681 1.82541 1.50995 1.30625 1.09952 0.738567 0.359474 0.355364 0.338952 0.30104 0.294617 0.290959 0.271151 0.25753 0.224231 0.18336 0.176225 0.167053 0.165852 0.164659 0.143916 0.137541 0.129913 0.0859879 0.0781851 0.0650113 0.0318779 0.00398279 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 47.344000000011881 11.24200000000201 25.655999999988129 57.405999999997228 40.453500000014181 30.172000000000484 21.523500000000244 9.4535000000123564 13.632999999997994 51.437500000000007 8.7030000000122545 63.020999999997009 43.530999999988133 37.781000000002685 27.469000000000054 19.561999999988078 15.219000000011876 12.382500000000165 10.257499999999938 32.562000000001724 23.398500000000016 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525 159 693 258 1195 127 461 171 145 133 138 145 158 1978 2427 2168 1121 639 224 556 262 111 161 382 106 263 153 221 240 904 97 311 1206 1372 1221 291 1074 830 796 is_linear=0 shrinkage=0.01089 Tree=120 num_leaves=75 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 24 24 21 24 24 24 24 24 24 24 24 24 24 24 35 24 24 24 24 24 24 24 21 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 34 19 24 24 24 24 24 24 24 split_gain=173861 71231.4 15026.9 2454.99 2044.39 1880.65 471.365 297.285 272.023 235.622 210.051 193.054 93.1128 61.077 57.2808 38.2704 35.5816 31.6609 31.4025 30.8397 30.1303 28.4698 26.3176 25.966 10.7238 7.70288 6.55956 5.53626 5.18118 5.01389 4.99828 3.95146 3.90205 3.75822 3.69628 3.4139 3.33164 3.2349 2.99819 2.84165 2.68458 2.65174 2.25411 2.05086 1.83839 1.56493 1.38638 1.33526 1.30312 0.975721 0.896698 0.891707 0.728285 0.456267 0.408396 0.368305 0.30372 0.278608 0.268348 0.26816 0.200539 0.13686 0.119575 0.115697 0.112597 0.112337 0.197921 0.0705604 0.0682538 0.0633155 0.0610539 0.0512741 0.027693 0.0262658 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 46.030999999988133 25.953500000011449 11.132499999999938 54.156499999999149 30.507499999999713 21.523500000000244 40.453500000014181 13.632999999997994 9.3904999999977026 61.289000000002495 8.6300000000001109 50.218499999999047 32.921500000000385 28.13249999999994 19.561999999988078 12.257999999999813 15.015499999999976 23.88249999999994 43.530999999988133 10.132500000000165 38.187500000000007 9.0160000000007603 8.2575000000006202 0.8842370298699912 48.061999999987172 18.530999999988129 34.437499999985455 52.155999999988133 22.585500000000142 15.938000000009199 12.882999999999813 27.156499999997326 10.562999999998285 11.664000000002945 29.453500000012358 56.757999999999818 9.7030000000122545 36.969000000011881 14.273500000000015 24.890499999999978 31.811999999987169 20.515500000000007 41.58849999999439 3.0939457210779526 9.2189999999982337 8.8360000000002419 8.4455000000120908 17.687499999985452 39.164000000000676 8.0629999999982847 13.265500000000431 10.859500000000482 9.8830000000016316 16.405999999988129 12.046999999988659 44.594000000011881 15.561999999990805 12.632999999999813 9.5630000000128366 10.390499999997703 14.640500000000431 11.382499999999711 7.5309999999881265 7.8242500000001209 8.570500000011636 8.9220000000002546 13.890999999999623 9.1244999999998999 9.3205000000107265 8.1559999999881274 8.7574999999997107 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 9 8 11 14 16 17 23 18 13 38 25 27 43 34 28 36 41 31 45 39 40 48 26 52 -5 50 -17 -16 -10 59 60 -6 62 64 -18 -8 61 -4 69 -22 -9 -19 -11 -14 70 73 -27 -2 -25 65 -35 -37 -41 -34 -38 -23 -21 -20 -13 -24 -43 -7 -3 -67 -51 -50 -12 -26 -49 -54 -15 right_child=2 5 3 6 7 10 12 15 20 21 19 22 46 24 30 29 37 44 33 32 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68 92 65 240 442 703 106 818 297 593 343 leaf_count=167269 57 20 79 51 109 181 25 77 82 48 88 374 20 719 78 79 102 83 143 88 82 51 220 54 518 595 20 79 80 80 49 87 71 170 80 157 167 77 45 368 84 85 82 75 59 69 20 772 595 590 84 73 224 110 220 314 55 93 52 69 96 185 155 68 92 65 240 442 703 106 818 297 593 343 internal_value=0 -0.00119694 0.0950895 0.130313 0.0726214 0.0253542 0.151802 0.0860673 0.0595017 0.114845 0.0359722 0.0234834 0.170739 0.0226877 0.143683 0.0939205 0.0794253 0.0529714 0.0329919 0.0409475 0.0666164 0.123381 0.0264991 0.10836 0.0234375 0.0214067 0.0207253 0.138425 0.050369 0.0977272 0.14904 0.0633415 0.0436277 0.0349042 0.0760718 0.0281106 0.0311284 0.0829565 0.16292 0.0255221 0.105359 0.038759 0.0699824 0.0899253 0.0570134 0.119518 0.184327 0.0239517 0.0229132 0.021893 0.0490515 0.112193 0.0208339 0.0357851 0.0288579 0.026004 0.0451161 0.0320338 0.127743 0.0424271 0.0338689 0.0249332 0.0273576 0.0398849 0.0302635 0.0203721 0.0203021 0.022105 0.0231535 0.0378666 0.0237124 0.0242503 0.0210171 0.0226189 internal_weight=0 178498 2252 877 1375 11229 367 679 696 510 1682 9547 110 7554 257 311 368 363 1052 630 333 220 1993 290 4765 2789 1162 130 221 159 127 169 283 519 189 752 533 179 70 1241 163 347 164 152 142 117 40 2405 2360 1627 141 127 1142 280 377 682 126 260 103 157 239 559 375 153 273 325 305 1032 1298 194 1336 1069 817 1062 internal_count=180750 178498 2252 877 1375 11229 367 679 696 510 1682 9547 110 7554 257 311 368 363 1052 630 333 220 1993 290 4765 2789 1162 130 221 159 127 169 283 519 189 752 533 179 70 1241 163 347 164 152 142 117 40 2405 2360 1627 141 127 1142 280 377 682 126 260 103 157 239 559 375 153 273 325 305 1032 1298 194 1336 1069 817 1062 is_linear=0 shrinkage=0.01089 Tree=121 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 29 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 3 18 18 18 18 18 18 18 18 18 split_gain=170096 69688.6 14701.6 2401.86 2000.12 1839.94 461.186 290.848 266.131 230.523 205.504 188.873 81.4628 59.7535 56.0398 37.4411 34.8107 30.994 30.7223 30.1773 29.4775 27.8533 25.7477 25.4039 11.7285 10.4914 7.53571 6.41706 5.41501 4.90481 4.89005 3.86553 3.67661 3.616 3.55716 3.43783 3.33981 3.25933 3.16458 3.14708 2.86078 2.77995 2.62588 2.48774 2.20495 2.006 1.53009 1.30623 1.27478 0.95448 0.871619 0.71232 0.446238 0.39939 0.370379 0.3602 0.302523 0.296951 0.272448 0.261876 0.19605 0.187614 0.133787 0.116859 0.11078 0.0741377 0.0689242 0.0666558 0.0596058 0.051325 0.0321656 0.0276829 0.0255908 0.0162701 0.0040811 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 46.030999999988133 25.953500000011449 11.132499999999938 54.156499999999149 30.507499999999713 21.523500000000244 40.453500000014181 13.632999999997994 9.3904999999977026 58.65649999999733 8.6300000000001109 50.218499999999047 32.921500000000385 28.13249999999994 19.163999999999991 12.257999999999813 15.219000000011876 23.88249999999994 43.530999999988133 10.132500000000165 38.187500000000007 65.156500000000975 9.0160000000007603 8.2575000000006202 0.8842370298699912 48.061999999987172 34.437499999985455 52.155999999988133 22.585500000000142 12.882999999999813 27.156499999997326 14.405999999988127 20.210999999999334 10.562999999998285 11.664000000002945 29.453500000012358 17.905999999988129 15.938000000009199 9.7030000000122545 36.969000000011881 56.632499999999716 24.890499999999978 31.811999999987169 41.58849999999439 9.2189999999982337 8.8360000000002419 8.4455000000120908 39.164000000000676 8.0629999999982847 13.265500000000431 10.859500000000482 18.530999999988129 9.8830000000016316 14.015499999999976 16.405999999988129 12.046999999988659 44.594000000011881 12.632999999999813 14.811999999990805 9.5630000000128366 10.390499999997703 11.313000000009199 10.500000000000002 8.570500000011636 8.9220000000002546 9.1244999999998999 9.311999999987167 20.515500000000007 8.1879999999973752 8.7574999999997107 15.561999999990805 19.561999999988078 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 9 8 11 14 16 17 23 18 13 43 26 28 45 33 39 37 34 31 46 41 42 -14 48 27 51 -5 -17 -16 -10 60 -6 56 74 63 64 -18 -2 73 62 -4 -8 -22 -9 -11 68 72 -28 -25 65 -34 -38 -41 -43 -12 -42 -39 -23 -20 -36 -13 -24 -7 -3 -51 -50 -27 -49 -37 -53 -15 -21 -19 right_child=2 5 3 6 7 10 12 15 20 21 19 22 24 25 30 29 38 35 32 40 44 59 36 50 -26 47 49 -29 -30 -31 -32 -33 52 -35 61 70 53 58 -40 54 57 55 -44 -45 -46 -47 -48 69 67 66 -52 71 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 leaf_value=-0.0029469094747284078 0.047714764111224169 0.020242107319530356 0.10230848830772594 0.13336397550355061 0.073769586162645229 0.029570599307728426 0.15582298163372446 0.087311741779546925 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0.03826436702732481 0.04552199280317467 0.032300618420371775 0.12821958516764612 0.034049148734676897 0.04057429226055196 0.024990821660878487 0.027400007632615631 0.030274538790633045 0.01953770172227786 0.022022682492803987 0.023016056215208105 0.023551212793310995 0.024116597243298069 0.058060681992225728 0.020930856180726085 0.02254358108596639 0.042717403993425364 0.054697169339947817 leaf_weight=167269 86 282 79 51 109 133 22 77 82 48 132 374 20 719 78 79 102 28 143 62 82 51 220 54 24 518 595 20 79 80 49 87 170 80 83 29 157 167 77 55 71 368 84 44 82 75 69 516 595 590 73 451 110 220 52 314 93 55 93 52 96 65 185 155 140 43 442 703 818 553 59 366 343 69 54 leaf_count=167269 86 282 79 51 109 133 22 77 82 48 132 374 20 719 78 79 102 28 143 62 82 51 220 54 24 518 595 20 79 80 49 87 170 80 83 29 157 167 77 55 71 368 84 44 82 75 69 516 595 590 73 451 110 220 52 314 93 55 93 52 96 65 185 155 140 43 442 703 818 553 59 366 343 69 54 internal_value=0 -0.0011839 0.0940543 0.128895 0.0718308 0.0250781 0.150149 0.0851302 0.0588539 0.113594 0.0355805 0.0232277 0.168881 0.0224407 0.142118 0.092898 0.0785605 0.0523947 0.0326326 0.0405017 0.0658912 0.122038 0.0262105 0.10718 0.180682 0.0231822 0.0211736 0.0204996 0.136918 0.0966632 0.147417 0.0626519 0.0345242 0.0752436 0.0385117 0.05581 0.0278045 0.0307895 0.0820533 0.0493805 0.0433863 0.0252442 0.104212 0.160958 0.0692205 0.0889463 0.118217 0.0236909 0.0226637 0.0216546 0.110972 0.0206071 0.0353955 0.0285437 0.0507094 0.0257208 0.0376133 0.044625 0.031685 0.126352 0.0335002 0.0398718 0.0246617 0.0270597 0.029934 0.0201503 0.0218642 0.0229014 0.0234542 0.0239862 0.0574194 0.0207882 0.0223726 0.0421877 0.0540681 internal_weight=0 178498 2252 877 1375 11229 367 679 696 510 1682 9547 110 7554 257 311 368 363 1052 630 333 220 1993 290 44 4765 2789 1162 130 159 127 169 519 189 373 170 752 533 179 193 257 1241 163 66 164 152 117 2405 2360 1627 127 1142 280 377 107 682 225 126 260 103 239 148 559 375 273 325 1032 1298 1336 1069 88 817 1062 131 82 internal_count=180750 178498 2252 877 1375 11229 367 679 696 510 1682 9547 110 7554 257 311 368 363 1052 630 333 220 1993 290 44 4765 2789 1162 130 159 127 169 519 189 373 170 752 533 179 193 257 1241 163 66 164 152 117 2405 2360 1627 127 1142 280 377 107 682 225 126 260 103 239 148 559 375 273 325 1032 1298 1336 1069 88 817 1062 131 82 is_linear=0 shrinkage=0.01089 Tree=122 num_leaves=75 num_cat=0 split_feature=30 20 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 20 30 39 30 30 30 30 30 30 30 30 30 30 21 30 35 30 30 30 30 30 30 30 30 30 30 23 30 30 split_gain=164667 67730 14525.2 2587.25 1831.44 1729.49 422.343 269.178 254.298 222.219 183.116 182.521 96.3332 58.0482 52.8586 38.8812 33.7653 33.0118 28.461 27.8915 26.3739 25.5238 24.6218 24.2971 14.5689 8.73983 8.37319 5.54393 4.11725 4.07214 3.61795 3.54773 3.35139 3.23093 3.10159 3.03454 2.92898 2.81004 2.58374 2.58367 2.47524 2.42237 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 52 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 18 18 18 23 23 split_gain=161101 66263 14210.7 2531.27 1791.78 1692.04 413.222 263.35 248.792 217.405 179.151 178.568 94.2511 56.7902 51.7139 38.0393 33.0335 32.2964 27.8448 27.2879 25.8035 24.9708 24.0887 23.7704 14.2564 8.55022 8.1917 5.42252 4.02777 3.99187 3.53908 3.47082 3.30071 3.16071 3.03418 2.96877 2.86546 2.74907 2.52766 2.52742 2.42133 2.36954 2.19809 2.15944 2.14105 2.12187 1.72576 1.32649 0.922954 0.907278 0.675791 0.368048 0.339559 0.318338 0.311219 0.288291 0.247979 0.174845 0.145444 0.122946 0.114962 0.11174 0.0831009 0.0786746 0.0656364 0.0641177 0.0601404 0.0573043 0.0470288 0.0348644 0.029837 0.0105465 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.453500000014181 29.81249999998909 21.030999999988129 13.561999999987167 9.436999999987167 63.020999999997009 8.7030000000122545 50.218499999999047 37.781000000002685 27.469000000000054 32.093499999988133 18.844000000011878 14.811999999990805 42.655999999999047 12.218999999999143 10.187500000000002 23.030999999988129 57.405999999997228 8.3129999999982847 9.0160000000007603 48.061999999987172 36.609499999998668 51.437500000000007 33.257499999999716 15.765499999999976 28.882499999999713 26.507999999999814 12.757499999999711 17.687499999985452 10.687999999996466 9.7574999999997107 11.664000000002945 24.187500000003642 19.561999999988078 39.164000000000676 44.594000000011881 6.9060000000026784 30.968500000002681 14.157000000000609 22.242500000000295 9.2189999999982337 8.0629999999982847 8.5154999999995216 8.8360000000002419 13.085000000000493 9.6175000000002928 10.484499999996844 15.398499999999332 20.210999999999334 9.9894999999996816 18.242500000000295 8.1879999999973752 11.882499999999711 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1329 697 201 125 56 internal_count=180527 178261 2266 917 1349 11193 359 558 683 666 1647 9546 113 7593 246 337 375 308 359 651 221 996 1953 307 91 3136 4457 128 184 118 156 296 192 183 503 196 710 1243 493 165 163 153 120 1350 152 355 142 2441 1328 1786 2016 286 661 417 171 113 582 109 1001 226 267 293 217 1112 327 1300 1089 1329 697 201 125 56 is_linear=0 shrinkage=0.01089 Tree=124 num_leaves=72 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 27 46 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 12 24 24 24 24 23 23 split_gain=158259 64905.8 14196.4 2491.85 1751.96 1666.95 437.892 272.46 252.881 191.684 188.056 165.301 82.3708 51.5302 51.0783 37.4334 35.6522 31.6657 29.0337 28.8486 26.6827 26.2339 24.7539 20.209 11.0812 9.52399 8.02349 5.71886 5.57508 4.26238 4.23802 3.7182 3.45082 3.40843 3.25393 3.2151 3.18974 3.03435 2.78436 2.64077 2.44045 2.38059 2.10767 2.06683 1.99359 1.72569 1.66542 1.65536 1.3174 1.13878 0.936466 0.760374 0.513217 0.381991 0.36988 0.303562 0.248899 0.245752 0.187393 0.14773 0.118153 0.0805084 0.0670236 0.0666348 0.0632051 0.0505567 0.0307356 0.0282068 0.0122889 0.0122821 0.00367181 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 24.890499999999978 11.062999999997375 54.156499999999149 29.453500000012358 40.06199999999081 20.515500000000007 13.561999999987167 9.3675000000002928 61.289000000002495 8.6300000000001109 50.218499999999047 32.093499999988133 42.655999999999047 27.156499999997326 37.405999999988133 12.218999999999143 14.811999999990805 10.132500000000165 23.030999999988129 18.530999999988129 4.1124388697492877 6.9060000000026784 9.0074999999997107 8.3129999999982847 48.061999999987172 52.155999999988133 9.6875000000000018 30.507499999999713 33.905999999999047 15.765499999999976 21.898499999999334 12.757499999999711 11.562500000000002 26.234999999998767 28.5630000000092 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129 230 163 566 159 108 125 446 24 666 770 345 66 34 77 leaf_count=167138 87 21 79 49 111 189 43 78 78 94 131 578 21 719 77 102 50 106 85 84 99 211 61 78 20 269 979 400 79 47 389 102 52 50 80 139 135 78 78 74 84 160 158 27 71 69 51 86 81 608 453 384 600 315 158 70 129 230 163 566 159 108 125 446 24 666 770 345 66 34 77 internal_value=0 -0.00115051 0.0901953 0.123225 0.0678173 0.0242201 0.145434 0.0796882 0.108746 0.0549232 0.0340909 0.0224329 0.163524 0.0216418 0.137453 0.086845 0.116907 0.073275 0.102092 0.0312746 0.0387058 0.025046 0.0610144 0.0491739 0.176103 0.0204859 0.0223689 0.020541 0.132456 0.142587 0.0242397 0.0834054 0.0908531 0.0411318 0.0582185 0.0331655 0.0295678 0.0700914 0.0765365 0.10542 0.0519655 0.0268044 0.0366806 0.156105 0.121289 0.0985013 0.112777 0.0465535 0.0644308 0.0219254 0.0200262 0.0228548 0.0210199 0.0248654 0.0339159 0.040069 0.0304605 0.0236938 0.0275066 0.0201955 0.0261898 0.028772 0.0320957 0.0211569 0.0194973 0.022154 0.0230565 0.0216514 0.0358823 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1630.86 428.435 266.56 247.407 187.533 183.984 161.722 80.0629 50.4135 49.9717 36.6227 34.8798 30.9796 28.4042 28.2238 26.1052 25.6659 24.2178 19.7712 14.4251 8.01296 7.84955 5.45298 5.35851 4.17014 4.14612 3.6371 3.37612 3.33452 3.18322 3.14522 3.12053 2.96843 2.72504 2.58315 2.38732 2.32891 2.06175 1.94946 1.6879 1.62916 1.61928 1.28845 1.27977 1.114 0.83899 0.743808 0.500048 0.373599 0.36169 0.296822 0.243358 0.240331 0.183196 0.14751 0.115471 0.07864 0.0693052 0.0653925 0.064726 0.0493492 0.0299455 0.0274946 0.0133647 0.00653914 0.00418752 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 24.890499999999978 11.062999999997375 54.156499999999149 29.453500000012358 40.06199999999081 20.515500000000007 13.561999999987167 9.3675000000002928 58.65649999999733 8.6300000000001109 50.218499999999047 32.093499999988133 42.655999999999047 27.156499999997326 37.405999999988133 12.218999999999143 14.811999999990805 10.132500000000165 23.030999999988129 18.530999999988129 63.020999999997009 7.6324999999997098 9.0074999999997107 48.061999999987172 8.3129999999982847 52.155999999988133 9.6875000000000018 30.507499999999713 33.905999999999047 15.765499999999976 21.898499999999334 12.757499999999711 11.562500000000002 26.234999999998767 28.13249999999994 38.687500000000007 19.561999999988078 10.562999999998285 14.157000000000609 44.030999999988133 36.132999999997999 41.58849999999439 17.687499999985452 23.88249999999994 56.757999999999818 8.8360000000002419 8.0629999999982847 9.1255000000001036 8.4455000000120908 9.8830000000016316 13.085000000000493 15.398499999999332 11.882499999999711 9.5079999999998126 10.859500000000482 8.1879999999973752 10.390499999997703 11.313000000009199 1.0000000180025095e-35 12.382500000000165 8.570500000011636 8.9220000000002546 9.2425000000002928 8.7574999999997107 13.773500000000015 7.8242500000001209 14.550999999999137 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 34 18 18 split_gain=151530 62871.6 12822.1 2213.58 1744.93 1639.47 389.976 241.238 234.709 230.118 199.18 171.236 60.2479 59.2605 54.6766 31.6963 30.5972 29.0896 27.887 26.0276 24.9521 24.1712 23.9361 23.6855 11.0123 8.5508 7.21767 7.12941 6.87619 4.27192 3.8754 3.69389 3.20524 3.15503 3.09155 2.96758 2.91552 2.67628 2.62754 2.60866 2.59667 2.46687 2.07609 2.03708 1.94601 1.83915 1.78971 1.27224 1.21271 0.838992 0.664308 0.617298 0.439233 0.401039 0.269517 0.250216 0.218937 0.216411 0.215093 0.197378 0.171897 0.157165 0.142573 0.11036 0.0712083 0.061545 0.0586811 0.0483666 0.0248094 0.00398185 0.00274877 0.000854264 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 55.805000000011212 40.828499999999629 21.898499999999334 30.507499999999713 9.5079999999998126 13.890999999999623 63.020999999997009 8.7574999999997107 50.780999999988133 32.921500000000385 38.187500000000007 19.561999999988078 44.030999999988133 12.507499999999711 28.13249999999994 15.398499999999332 10.312500000000002 23.88249999999994 8.3829999999998126 58.65649999999733 9.0940000000005075 1.237790420463265 53.085999999999338 34.437499999985455 48.83649999999944 13.265500000000431 20.515500000000007 10.859500000000482 18.530999999988129 24.890499999999978 16.405999999988129 14.550999999999137 39.562500000010921 11.882499999999711 29.194999999999713 42.18799999999829 31.811999999987169 9.8830000000016316 36.969000000011881 27.156499999997326 23.030999999988129 9.2969999999997999 8.1559999999881274 8.570500000011636 45.156499999999149 8.9380000000128366 12.882999999999813 15.765499999999976 10.562999999998285 9.7030000000122545 12.140999999999623 14.811999999990805 10.062500000000002 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879 1172 203 194 1135 173 779 109 internal_count=180826 178625 2201 874 11244 1327 343 531 682 645 9652 1592 92 7828 251 301 312 357 219 1010 344 582 1824 325 3516 68 4312 1565 125 151 126 517 167 736 190 187 248 334 152 493 178 125 150 1088 160 166 138 2256 1545 1951 94 2056 314 166 390 630 252 166 458 544 346 241 1001 1377 879 1172 203 194 1135 173 779 109 is_linear=0 shrinkage=0.01089 Tree=127 num_leaves=72 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 52 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 46 18 18 18 18 18 18 split_gain=148249 61509.8 12544.5 2165.67 1707.15 1603.97 381.55 236.018 229.64 225.136 194.867 167.528 58.9459 57.9764 53.5566 31.2052 31.0095 29.9342 27.2836 25.4637 24.4112 23.6479 23.4177 20.6643 10.7735 8.45065 8.21762 7.06167 6.25029 4.17903 3.61382 3.35931 3.08658 3.02421 2.90288 2.85392 2.61828 2.57015 2.552 2.53988 2.41246 2.10156 2.03068 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102 223 186 136 352 410 518 168 304 900 718 137 591 56 leaf_count=167381 53 27 79 76 105 86 48 49 84 74 270 168 24 405 50 81 79 78 47 150 73 124 226 82 188 20 77 786 27 72 66 84 160 81 106 71 64 74 97 105 76 48 76 235 81 80 55 575 581 454 824 47 164 53 164 360 155 102 223 186 136 352 410 518 168 304 900 718 137 591 56 internal_value=0 -0.00110324 0.0888197 0.120855 0.0235527 0.0677186 0.142194 0.107067 0.0560713 0.0800318 0.0218292 0.034001 0.161245 0.0210821 0.135197 0.0621419 0.086925 0.100953 0.115766 0.0313172 0.0739952 0.0386573 0.0250355 0.0494771 0.0200433 0.155825 0.131037 0.0219289 0.0193676 0.0904796 0.0330112 0.0586929 0.0265394 0.0471235 0.0652333 0.0412185 0.0367529 0.104513 0.0295392 0.0768495 0.112275 0.141663 0.0833342 0.0240176 0.097557 0.070925 0.0527332 0.022367 0.0194591 0.0205851 0.0214795 0.120381 0.0322568 0.0424473 0.0258596 0.0236085 0.0303291 0.0377672 0.0245792 0.0273038 0.0287105 0.0190548 0.0196819 0.0221523 0.0187612 0.0226849 0.0213118 0.0207762 0.0341746 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1586.26 1527.76 388.171 237.766 218.172 194.424 170.585 152.329 87.8062 46.9575 43.7352 32.3471 29.2866 28.7087 27.7959 27.1285 24.1083 23.792 23.3538 20.296 11.4368 7.61122 7.40587 5.00439 4.72276 3.93336 3.86159 3.82687 3.26769 2.89885 2.87402 2.70347 2.67962 2.67402 2.57716 2.50731 2.33781 2.29355 2.21305 2.20676 2.20635 1.51878 1.46704 1.39174 1.30833 1.03924 0.778792 0.691089 0.444786 0.441331 0.292061 0.197829 0.187511 0.181407 0.176929 0.143815 0.141044 0.125789 0.117052 0.0927258 0.0780776 0.0657155 0.0606375 0.060522 0.0415532 0.0371864 0.0277466 0.0250817 0.0137592 0.00538097 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.062999999997375 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 13.398499999999332 9.3675000000002928 61.289000000002495 8.6300000000001109 50.218499999999047 42.655999999999047 27.469000000000054 32.562000000001724 37.405999999988133 14.811999999990805 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7.6324999999997098 13.773500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 14 18 16 21 22 13 29 25 28 48 35 33 45 40 30 39 41 46 -14 -3 49 50 -5 -8 59 -16 54 -10 55 -6 -18 -17 -20 -2 73 65 62 -25 -23 -4 -11 -19 -9 71 67 -28 -29 -32 -21 -24 -41 -44 -36 -13 -52 -42 -22 -43 -34 -7 -54 72 -51 -55 -53 -15 -27 -12 right_child=2 5 3 6 8 10 12 15 17 23 19 20 24 26 31 37 36 47 38 32 42 44 34 43 -26 27 51 52 -30 -31 53 -33 64 -35 58 -37 -38 -39 -40 56 61 63 57 -45 -46 -47 -48 -49 -50 68 60 70 66 69 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 leaf_value=-0.002729474102980591 0.04347822498941694 0.014743458996063627 0.0928123973114683 0.12322315779186674 0.066668834331580898 0.027318467512574003 0.14426603177928798 0.10647794487546101 0.078789821715043604 0.055272927102455439 0.033808258729279214 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0.022873822616236425 0.019473906109819212 0.036427556419746362 0.025384674445831968 0.029317627813292006 0.041312148215480994 0.027936232178778969 0.020397803317575073 0.018769164754326266 0.021310161416664048 0.024233032820749713 0.02214710073890434 0.020882808188987245 0.017829467491608072 0.034541982727280908 leaf_weight=167210 82 38 81 45 104 182 27 78 78 85 114 433 20 723 74 72 98 81 82 101 218 81 113 88 20 20 984 401 72 46 314 47 58 97 107 81 79 48 78 86 95 76 164 78 83 81 52 50 49 597 455 391 593 248 71 134 28 165 152 329 560 87 156 151 68 105 444 237 655 197 771 345 33 91 leaf_count=167210 82 38 81 45 104 182 27 78 78 85 114 433 20 723 74 72 98 81 82 101 218 81 113 88 20 20 984 401 72 46 314 47 58 97 107 81 79 48 78 86 95 76 164 78 83 81 52 50 49 597 455 391 593 248 71 134 28 165 152 329 560 87 156 151 68 105 444 237 655 197 771 345 33 91 internal_value=0 -0.00110541 0.0864446 0.117488 0.0649853 0.0231931 0.139632 0.103824 0.0768309 0.0530482 0.0326829 0.0214846 0.156318 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113 7247 238 247 362 306 322 685 2224 360 1020 303 40 2781 4466 2743 117 73 1521 121 298 175 506 185 177 120 160 196 387 514 703 166 164 162 137 131 127 2320 1305 2146 1438 759 172 247 114 329 259 762 1015 182 374 227 126 287 1037 290 1252 445 1162 1068 53 205 is_linear=0 shrinkage=0.01089 Tree=129 num_leaves=75 num_cat=0 split_feature=24 22 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 23 21 24 24 24 24 41 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 22 34 24 24 24 24 24 24 split_gain=140567 58073.6 12369.8 2294.03 1551.91 1494.68 379.787 232.619 213.471 190.213 166.892 149.03 85.9125 45.9399 42.7874 34.5538 31.6463 27.1935 26.5412 23.5862 23.2762 22.8478 21.8783 19.8559 11.1885 7.59578 7.24533 5.17804 5.01537 4.61923 3.83216 3.77869 3.75886 3.19684 2.8116 2.61594 2.52088 2.45291 2.28703 2.2616 2.24377 2.165 2.1587 2.15831 1.48542 1.43513 1.40648 1.36143 1.27979 1.01661 0.732843 0.68206 0.676024 0.347933 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24.187500000003642 19.890500000000433 36.132999999997999 22.242500000000295 26.234999999998767 33.905999999999047 41.58849999999439 8.8360000000002419 8.4455000000120908 8.0629999999982847 9.1255000000001036 9.8830000000016316 15.398499999999332 9.5079999999998126 12.382500000000165 18.530999999988129 10.859500000000482 13.015499999999522 14.405999999988127 10.390499999997703 11.765499999999976 16.155999999988129 11.313000000009199 8.570500000011636 7.9925000000002919 7.5309999999881265 8.9220000000002546 8.1879999999973752 31.811999999987169 9.2425000000002928 8.7574999999997107 13.773500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 14 17 22 20 21 13 30 25 29 28 48 44 38 31 37 40 46 45 -14 27 49 51 -10 -5 -8 55 -16 54 56 -18 -19 -2 73 -24 64 61 -25 -22 -4 -11 -6 -17 -9 72 -29 66 -28 -33 -20 -13 -23 -39 -43 -36 -40 -21 -42 -35 -7 -52 67 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58 107 48 78 86 95 100 76 164 78 83 81 52 84 50 49 597 589 454 391 316 71 234 134 28 165 152 87 156 151 68 105 443 186 116 655 385 43 771 345 91 leaf_count=167210 82 20 81 45 77 182 24 78 83 85 114 571 20 723 50 81 72 82 101 218 81 113 73 88 20 21 984 567 77 72 49 400 71 58 107 48 78 86 95 100 76 164 78 83 81 52 84 50 49 597 589 454 391 316 71 234 134 28 165 152 87 156 151 68 105 443 186 116 655 385 43 771 345 91 internal_value=0 -0.00109337 0.0855036 0.11621 0.0642778 0.0229405 0.138112 0.102694 0.0759944 0.0524707 0.032327 0.0212506 0.154617 0.0204936 0.130263 0.0821633 0.110672 0.0965662 0.0364866 0.0237173 0.0471105 0.0295329 0.0698206 0.0588354 0.167732 0.0193938 0.0211784 0.0194435 0.079294 0.125389 0.147384 0.0229528 0.134953 0.0389399 0.031181 0.114812 0.0998427 0.0445522 0.0345954 0.0725597 0.0279091 0.0253705 0.0614045 0.0501618 0.0933173 0.0557132 0.066868 0.0865957 0.106742 0.0207538 0.0198483 0.0188857 0.0216372 0.0235359 0.0379289 0.0224335 0.030321 0.0456567 0.0260326 0.0319985 0.0355255 0.0247865 0.0287439 0.0403131 0.0272467 0.02003 0.0184372 0.01819 0.0209729 0.0190574 0.0808653 0.0218267 0.0204965 0.033766 internal_weight=0 178386 2251 920 1331 11176 351 569 668 663 1705 9471 113 7247 238 334 247 322 685 2224 360 1020 334 303 40 2781 4466 2760 203 117 73 1521 121 298 506 120 160 196 387 173 514 703 166 164 162 137 161 131 127 2320 1599 1161 2146 716 172 805 247 114 329 259 182 374 227 126 287 1032 322 136 1252 839 120 1162 1068 205 internal_count=180637 178386 2251 920 1331 11176 351 569 668 663 1705 9471 113 7247 238 334 247 322 685 2224 360 1020 334 303 40 2781 4466 2760 203 117 73 1521 121 298 506 120 160 196 387 173 514 703 166 164 162 137 161 131 127 2320 1599 1161 2146 716 172 805 247 114 329 259 182 374 227 126 287 1032 322 136 1252 839 120 1162 1068 205 is_linear=0 shrinkage=0.01089 Tree=130 num_leaves=74 num_cat=0 split_feature=24 20 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 41 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 12 20 24 split_gain=138541 57137.1 11857 1978.11 1644.39 1502.65 338.498 240.117 222.476 216.479 166.691 153.185 73.5792 51.7527 35.9106 31.5264 28.7798 27.9625 25.9725 24.8021 24.7058 23.1111 21.9278 21.485 10.4612 8.04457 7.98224 7.79101 6.32363 4.7476 4.17638 4.09678 3.13739 3.10417 3.03633 2.87918 2.65879 2.41684 2.35692 2.27005 2.21381 2.19647 2.19173 1.93101 1.88881 1.41871 1.21871 1.0477 1.00376 0.931922 0.897424 0.406434 0.298347 0.274386 0.271816 0.248263 0.220381 0.210736 0.209703 0.173337 0.1659 0.161343 0.1431 0.130845 0.120789 0.118795 0.116745 0.0922857 0.083274 0.0709485 0.0382108 0.0437006 0.0324131 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.24200000000201 57.405999999997228 30.507499999999713 40.828499999999629 21.523500000000244 9.4535000000123564 13.632999999997994 51.437500000000007 8.7030000000122545 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531 685 9596 1618 271 7703 64 312 374 311 362 220 624 323 994 1893 121 3106 150 4597 3072 42 162 217 278 163 192 522 182 698 1195 125 149 472 346 150 162 160 145 1530 2403 95 2194 1542 111 643 552 361 261 106 123 155 261 521 247 225 1009 1403 337 1180 153 1223 169 80 193 is_linear=0 shrinkage=0.01089 Tree=131 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 19 18 18 18 18 split_gain=135541 55899.5 11600.5 2053.55 1501.42 1470.12 365.984 221.04 200.991 189.901 163.082 149.869 62.9591 59.9267 50.6312 29.4338 26.7006 26.6764 25.4094 24.1767 21.6974 21.4528 21.0197 18.3245 11.14 8.57428 7.86997 7.62347 6.18641 5.538 4.01586 4.00787 2.89146 2.81692 2.81668 2.71463 2.36436 2.33367 2.30917 2.3069 2.15967 2.14876 1.96675 1.68162 1.67854 1.34931 1.19215 1.08151 1.02482 0.786511 0.397532 0.344896 0.304981 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30 30 30 30 30 30 30 30 30 12 30 30 30 split_gain=132467 55163.5 11057.7 1902.76 1517.46 1451.35 336.449 211.252 207.217 201.297 175.636 149.649 53.3613 52.8593 46.8407 28.1471 26.272 25.6545 23.9751 23.2097 22.6715 21.7094 20.4663 19.9654 9.57601 7.76428 6.76104 5.48439 5.06636 3.60155 3.07073 2.79639 2.73382 2.64173 2.62114 2.57423 2.42495 2.35827 2.34591 2.26793 2.17467 2.06237 2.01052 1.9513 1.90048 1.38887 1.3761 1.17 1.00005 0.963969 0.714163 0.638581 0.390199 0.294416 0.271248 0.169386 0.167737 0.157037 0.144359 0.141913 0.138922 0.122914 0.110486 0.10227 0.0747604 0.0586367 0.0527874 0.0517083 0.0233016 0.00433152 0.00204967 0.00128585 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 55.805000000011212 40.828499999999629 30.968500000002681 21.898499999999334 9.5625000000000018 13.890999999999623 8.7574999999997107 61.289000000002495 50.780999999988133 28.5630000000092 38.187500000000007 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0.0366207 0.0593631 0.0237588 0.0189708 0.161942 0.020773 0.0183411 0.132828 0.123085 0.0312511 0.07364 0.0390461 0.0675679 0.0505323 0.0617593 0.0445982 0.0347525 0.0989138 0.0279618 0.0228641 0.0252515 0.106365 0.0923621 0.0799861 0.0864391 0.0561181 0.0211922 0.114007 0.0184379 0.0194893 0.0203329 0.0305559 0.0224838 0.0382058 0.0235018 0.0287127 0.0258429 0.0357746 0.0271801 0.0180465 0.01864 0.021494 0.0245948 0.0209724 0.0201741 0.0323357 0.0196699 0.0177298 0.0338276 0.0192191 0.0434657 internal_weight=0 178327 2194 866 11267 1328 340 526 654 674 9690 1577 7907 91 249 374 309 352 217 280 1002 575 322 1783 3505 41 4402 1583 122 127 513 186 250 188 168 185 184 325 151 489 1115 668 124 158 149 131 137 2254 93 1548 1922 2148 313 699 168 416 249 351 154 240 528 1020 949 317 1305 1317 200 1151 167 171 771 108 internal_count=180521 178327 2194 866 11267 1328 340 526 654 674 9690 1577 7907 91 249 374 309 352 217 280 1002 575 322 1783 3505 41 4402 1583 122 127 513 186 250 188 168 185 184 325 151 489 1115 668 124 158 149 131 137 2254 93 1548 1922 2148 313 699 168 416 249 351 154 240 528 1020 949 317 1305 1317 200 1151 167 171 771 108 is_linear=0 shrinkage=0.01089 Tree=133 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 23 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 46 18 18 18 18 18 18 40 18 18 split_gain=129598 53968.7 10818.3 1861.58 1484.6 1419.91 329.18 206.681 202.731 196.937 171.833 146.409 52.205 51.721 45.826 27.5372 25.7027 25.0983 23.4564 22.707 22.1803 21.239 20.0224 19.5331 9.36838 7.74295 6.7768 6.61452 4.95673 3.52248 3.00417 2.73533 2.67442 2.58408 2.56411 2.51805 2.37209 2.31737 2.30706 2.21866 2.1275 2.01756 1.96611 1.90853 1.85891 1.35813 1.3461 1.14457 0.977766 0.957465 0.698584 0.624843 0.381589 0.287926 0.265145 0.165596 0.16439 0.153504 0.141089 0.138692 0.125632 0.107991 0.101249 0.138033 0.0999293 0.0730398 0.0514482 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45.156499999999149 8.1559999999881274 8.570500000011636 8.9684999999990413 12.882999999999813 9.7574999999997107 15.765499999999976 10.132500000000165 12.218999999999143 11.062999999997375 15.015499999999976 11.562500000000002 8.2575000000006202 9.3904999999977026 8.0155000000004311 7.5309999999881265 10.562999999998285 9.1880000000128366 13.561999999987167 8.6300000000001109 8.8744999999998999 14.157000000000609 7.8670000000001901 8.4455000000120908 17.905999999988129 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 9 14 16 15 17 12 20 24 -8 29 33 43 36 42 44 39 38 46 40 26 -15 49 51 -16 -5 52 -17 54 -7 -19 -24 72 -18 69 59 53 64 -9 -4 -10 -21 -11 65 -20 62 71 68 -22 -12 -23 -42 -41 -43 -40 -6 -51 -49 63 -3 -25 -29 -32 -52 -14 -13 -65 -26 -2 right_child=2 4 3 6 11 8 13 18 19 22 23 21 27 25 28 31 37 34 48 45 30 32 35 41 50 -27 -28 47 -30 -31 66 -33 -34 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11267 1328 340 526 654 674 9690 1577 7907 91 249 374 309 352 217 280 1002 575 322 1783 3505 41 1583 4402 122 127 513 186 250 188 168 185 184 151 325 489 1115 668 124 158 149 131 137 2254 93 1563 1922 2148 313 699 168 416 249 351 154 240 1010 949 553 195 317 1305 200 1151 1260 171 171 771 108 internal_count=180521 178327 2194 866 11267 1328 340 526 654 674 9690 1577 7907 91 249 374 309 352 217 280 1002 575 322 1783 3505 41 1583 4402 122 127 513 186 250 188 168 185 184 151 325 489 1115 668 124 158 149 131 137 2254 93 1563 1922 2148 313 699 168 416 249 351 154 240 1010 949 553 195 317 1305 200 1151 1260 171 171 771 108 is_linear=0 shrinkage=0.01089 Tree=134 num_leaves=75 num_cat=0 split_feature=36 20 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 46 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 12 36 36 36 36 36 46 36 40 split_gain=127641 52412.2 11055.1 1903.36 1407.59 1378.65 290.784 236.233 207.221 179.809 157.093 141.926 46.7466 44.8532 44.6133 30.9042 27.3279 25.8279 23.5843 23.2627 22.8514 22.5361 19.4377 17.5374 9.33664 7.90361 6.13608 5.96894 4.4783 3.93103 3.46381 2.72962 2.61862 2.59191 2.53086 2.50939 2.41564 2.41455 2.30962 2.3051 2.14337 2.10021 1.95719 1.8411 1.75841 1.71517 1.37551 1.04173 0.957553 0.952131 0.683021 0.411596 0.396177 0.300444 0.233514 0.215705 0.205885 0.205166 0.184008 0.159923 0.125754 0.112834 0.108961 0.0977015 0.0705501 0.0693683 0.0478256 0.0470955 0.0427594 0.0408024 0.0401062 0.0190837 0.0166422 0.00219248 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.132499999999938 55.805000000011212 40.828499999999629 30.172000000000484 21.523500000000244 13.632999999997994 9.3904999999977026 51.437500000000007 8.6300000000001109 58.65649999999733 37.781000000002685 32.921500000000385 27.820500000010728 44.030999999988133 12.257999999999813 19.163999999999991 15.015499999999976 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43 2773 173 181 281 185 502 549 747 98 172 184 189 1249 124 351 174 159 131 135 102 2374 2386 1330 1443 288 697 126 417 266 113 155 330 552 1006 214 283 159 324 1039 1311 192 1065 1321 282 1063 254 is_linear=0 shrinkage=0.01089 Tree=135 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 29 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 40 18 split_gain=124877 51276.9 10815.7 1862.17 1377.11 1348.8 284.501 231.121 202.734 175.915 153.692 138.855 45.7357 44.4542 43.6524 30.2343 26.7363 25.2682 23.0737 22.7588 22.356 22.0482 18.3904 17.157 7.82591 6.78515 6.31438 6.01756 5.94634 3.84526 3.38829 2.67039 2.56167 2.53568 2.47592 2.36269 2.36201 2.25918 2.25487 2.18818 2.17787 2.05384 1.91468 1.80095 1.71983 1.69348 1.34538 1.01861 0.999512 0.991884 0.528952 0.387443 0.368452 0.254389 0.245149 0.228297 0.201293 0.200508 0.197531 0.179857 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33.905999999999047 22.242500000000295 45.156499999999149 9.2425000000002928 8.1559999999881274 8.8360000000002419 12.632999999999813 8.570500000011636 9.6175000000002928 10.484499999996844 16.405999999988129 11.953500000012356 17.687499999985452 9.9894999999996816 15.561999999990805 8.0155000000004311 8.2575000000006202 13.398499999999332 11.382499999999711 7.5309999999881265 10.937999999997375 14.640500000000431 9.3205000000107265 8.9220000000002546 9.1244999999998999 14.015499999999976 7.8670000000001901 8.4455000000120908 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 12 15 17 20 19 13 27 24 -8 44 30 37 41 34 38 42 40 46 28 -16 50 -5 49 -17 -10 59 -19 51 63 -14 -22 -6 57 54 53 -9 70 -25 -4 -18 -11 -20 69 60 -15 -21 72 -13 -24 -33 -36 -2 -42 -23 64 -51 -35 -7 -3 -41 -44 -50 -52 -28 -12 -66 -30 right_child=2 5 3 6 8 10 14 18 16 23 21 22 35 26 25 29 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416 68 96 83 139 69 327 708 844 61 93 590 leaf_count=167423 55 21 75 75 80 187 49 48 79 57 131 362 49 724 20 77 54 104 51 138 84 86 247 90 20 23 502 73 180 96 102 73 81 146 140 49 88 104 76 157 350 76 90 84 84 77 78 51 751 596 603 150 783 297 170 53 126 58 236 69 350 416 68 96 83 139 69 327 708 844 61 93 590 internal_value=0 -0.00101695 0.080675 0.110013 0.0612161 0.0215078 0.130194 0.0977849 0.0721233 0.0501279 0.0304969 0.0199234 0.124042 0.0192562 0.146609 0.0919768 0.0785979 0.0666445 0.106307 0.0279431 0.0449569 0.0347427 0.0225097 0.0561655 0.0182609 0.154932 0.0199552 0.120095 0.0183047 0.0952013 0.0758232 0.0370267 0.0695285 0.029624 0.026405 0.129976 0.047819 0.063737 0.042347 0.0239079 0.0217086 0.103003 0.0329121 0.0584603 0.088456 0.0824185 0.0531989 0.110302 0.0203329 0.0178267 0.019505 0.0289334 0.0187842 0.0212695 0.0233859 0.0382576 0.0271789 0.0412956 0.0222016 0.0360207 0.0174407 0.0180349 0.0305502 0.0256756 0.0171445 0.0246415 0.0338408 0.0205899 0.0196444 0.0201267 0.0321392 0.0170407 0.018599 internal_weight=0 178655 2247 896 1351 11232 338 558 681 670 1683 9549 246 7591 92 332 312 369 226 1051 361 632 1958 309 3132 43 4459 148 3112 173 181 281 185 502 549 98 172 184 189 713 1245 124 351 174 159 131 135 102 2424 1559 2035 288 1553 659 417 126 266 113 586 155 547 1012 214 283 197 296 159 1078 1311 1346 192 176 770 internal_count=180902 178655 2247 896 1351 11232 338 558 681 670 1683 9549 246 7591 92 332 312 369 226 1051 361 632 1958 309 3132 43 4459 148 3112 173 181 281 185 502 549 98 172 184 189 713 1245 124 351 174 159 131 135 102 2424 1559 2035 288 1553 659 417 126 266 113 586 155 547 1012 214 283 197 296 159 1078 1311 1346 192 176 770 is_linear=0 shrinkage=0.01089 Tree=136 num_leaves=73 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 24 21 24 24 35 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 23 3 24 24 24 24 24 24 24 24 split_gain=122527 49979.4 10673.2 1911.71 1325.07 1283.14 333.669 202.668 191.355 163.416 136.552 136.364 67.5888 43.8003 38.4174 30.8198 24.4408 23.2872 20.6681 20.2671 19.3838 19.3001 18.6773 18.1859 7.59127 7.48914 4.47257 4.16818 3.76377 3.3355 3.26363 2.48843 2.43887 2.33797 2.31755 2.31095 2.13212 2.12241 1.99722 1.95983 1.92261 1.71297 1.65043 1.56182 1.38976 1.38141 1.23753 0.92051 0.90759 0.650192 0.565948 0.290136 0.280859 0.236403 0.188518 0.182321 0.156395 0.111851 0.0862937 0.0789139 0.0779471 0.0760827 0.0732908 0.0535877 0.04733 0.0443055 0.0401231 0.0389639 0.0281087 0.0183393 0.0169241 0.00851468 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.453500000014181 29.81249999998909 21.030999999988129 13.561999999987167 9.3904999999977026 61.289000000002495 8.6300000000001109 50.218499999999047 37.781000000002685 27.469000000000054 32.562000000001724 15.015499999999976 43.530999999988133 12.257999999999813 18.844000000011878 10.187500000000002 23.030999999988129 9.0160000000007603 1.414567115759902 8.3120000000030831 48.83649999999944 56.757999999999818 31.312500000003642 36.609499999998668 26.507999999999814 28.5630000000092 14.157000000000609 11.664000000002945 9.7574999999997107 10.687999999996466 39.164000000000676 19.890500000000433 17.687499999985452 12.882999999999813 15.765499999999976 52.155999999988133 24.187500000003642 42.18799999999829 33.905999999999047 21.898499999999334 9.2189999999982337 8.8360000000002419 8.4455000000120908 8.0629999999982847 9.6175000000002928 14.550999999999137 10.484499999996844 9.9894999999996816 12.046999999988659 12.632999999999813 13.148999999999662 10.937999999997375 18.530999999988129 44.594000000011881 11.382499999999711 16.265499999999978 10.500000000000002 8.9220000000002546 8.570500000011636 9.311999999987167 9.1244999999998999 8.1879999999973752 19.561999999988078 8.7574999999997107 13.773500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 14 15 16 21 20 13 28 25 27 30 31 29 33 44 34 39 35 46 48 26 50 -5 -8 -10 -4 -6 -18 71 61 51 53 -17 69 -2 56 -20 -16 -25 -9 -19 -11 67 70 -28 63 -13 -35 -24 -37 -36 -22 -42 -38 -41 -21 -7 -43 -3 -50 -51 -49 -26 -52 -23 -15 -12 right_child=2 5 3 6 8 10 12 19 17 23 18 22 -14 24 42 37 32 45 41 60 40 38 36 43 47 -27 49 -29 -30 -31 -32 -33 -34 52 55 54 58 -39 -40 59 57 62 -44 -45 -46 -47 -48 66 64 65 68 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 leaf_value=-0.0025005512327162679 0.039861098248779397 0.017167812679116493 0.085458860350026769 0.1139734646590628 0.061028374773617444 0.025182419184725319 0.13204628157394946 0.098878969725608376 0.072617371819677062 0.050188375505245394 0.031071142677823176 0.020796449267226767 0.15488206266872431 0.018914715098455128 0.12327903067249167 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1179 697 194 420 592 256 238 234 293 105 99 272 129 335 1310 1023 1086 1317 844 81 1055 197 is_linear=0 shrinkage=0.01089 Tree=137 num_leaves=73 num_cat=0 split_feature=24 20 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 21 24 24 24 41 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 3 24 24 24 24 24 24 24 split_gain=119874 48896.9 10442.1 1870.33 1296.37 1255.36 326.453 198.283 187.212 159.876 142.508 124.735 66.1245 39.3225 37.5853 30.1523 23.9112 22.7832 21.5456 20.2204 19.8284 19.5786 18.8821 17.7916 7.32656 6.08271 4.3768 4.07773 3.61946 3.26304 3.25497 3.19266 2.43429 2.38563 2.3605 2.28719 2.28412 2.07601 1.95349 1.91731 1.77901 1.67584 1.61958 1.52771 1.35941 1.35132 1.21038 0.887827 0.718916 0.535564 0.378728 0.310763 0.309372 0.27461 0.185453 0.180678 0.145484 0.111811 0.0807337 0.0798601 0.0757082 0.071487 0.0655619 0.0581951 0.052313 0.0462056 0.0250941 0.0178037 0.0164671 0.0100879 0.00815568 0.00433178 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.062999999997375 54.156499999999149 40.453500000014181 29.81249999998909 21.030999999988129 13.561999999987167 9.3675000000002928 61.289000000002495 8.6300000000001109 50.218499999999047 37.781000000002685 27.469000000000054 32.562000000001724 12.218999999999143 15.015499999999976 43.530999999988133 10.132500000000165 18.844000000011878 23.030999999988129 1.414567115759902 9.0160000000007603 8.3129999999982847 48.83649999999944 56.632499999999716 31.312500000003642 9.6875000000000018 36.609499999998668 26.507999999999814 28.5630000000092 12.757499999999711 14.157000000000609 11.562500000000002 39.164000000000676 19.890500000000433 17.687499999985452 10.562999999998285 15.765499999999976 51.437500000000007 24.187500000003642 42.18799999999829 33.905999999999047 21.898499999999334 8.8360000000002419 8.0629999999982847 9.186999999987167 8.5154999999995216 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102 138 98 129 76 83 52 160 53 70 82 51 50 83 606 464 780 737 152 323 96 125 231 165 558 53 151 50 76 111 87 44 704 286 28 342 357 117 73 internal_value=0 -0.000996885 0.0785198 0.106663 0.0591934 0.0210056 0.126039 0.0943002 0.0695855 0.0482299 0.0295994 0.0194621 0.14144 0.0187737 0.119011 0.0890782 0.0643739 0.0757623 0.0271216 0.0335954 0.102323 0.0217217 0.0431904 0.0539719 0.01776 0.0194056 0.0178074 0.114791 0.135201 0.0732507 0.0210331 0.0860353 0.061639 0.0672202 0.0287567 0.0320154 0.0256305 0.0926709 0.0459063 0.0407905 0.0232467 0.0359414 0.123563 0.0564209 0.0992745 0.0793158 0.0510804 0.019023 0.0173614 0.0198305 0.0182321 0.0294163 0.0215708 0.0328885 0.0264094 0.0205513 0.0238498 0.0175107 0.0418339 0.0227098 0.106119 0.0368876 0.0249647 0.0278558 0.0169048 0.0192199 0.018032 0.0445803 0.0187781 0.0200032 0.031152 0.0350247 internal_weight=0 178505 2277 927 1350 11225 361 566 693 657 1709 9516 113 7294 248 343 376 317 1055 654 223 2222 350 307 2801 4493 2781 129 74 186 1531 186 192 184 503 391 552 157 164 186 691 263 119 166 124 131 141 2365 1357 2128 1424 290 723 194 254 808 325 1022 105 366 99 129 298 213 335 1310 687 81 1055 1137 197 134 internal_count=180782 178505 2277 927 1350 11225 361 566 693 657 1709 9516 113 7294 248 343 376 317 1055 654 223 2222 350 307 2801 4493 2781 129 74 186 1531 186 192 184 503 391 552 157 164 186 691 263 119 166 124 131 141 2365 1357 2128 1424 290 723 194 254 808 325 1022 105 366 99 129 298 213 335 1310 687 81 1055 1137 197 134 is_linear=0 shrinkage=0.01089 Tree=138 num_leaves=73 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 7 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 35 18 19 split_gain=116246 48089.2 10022.8 1772.7 1285.44 1279.3 321.055 186.044 172.073 161.288 136.279 136.045 68.4936 43.5318 37.9819 28.4945 22.0344 21.4482 20.6629 20.1618 19.8285 19.6107 19.474 16.6095 16.2232 7.02859 6.51579 5.28133 3.80375 3.68992 3.27362 2.5419 2.5125 2.17324 2.0981 2.08451 1.99263 1.97359 1.95574 1.94909 1.88439 1.81421 1.77853 1.76876 1.6084 1.60114 1.30777 1.22579 0.990848 0.873545 0.598541 0.344466 0.314681 0.22736 0.220546 0.219223 0.205925 0.175217 0.171503 0.148816 0.139005 0.128285 0.127918 0.114533 0.106711 0.0877256 0.0808836 0.0306997 0.0181266 0.0167844 0.0166687 0.00487001 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.187500000000002 54.156499999999149 30.507499999999713 40.453500000014181 21.523500000000244 13.632999999997994 9.4535000000123564 58.65649999999733 8.7030000000122545 50.218499999999047 28.13249999999994 37.781000000002685 19.163999999999991 15.219000000011876 0.43301270189221946 42.655999999999047 32.921500000000385 12.257999999999813 10.257499999999938 23.398500000000016 7.6324999999997098 9.0470000000013915 8.3829999999998126 26.765999999999625 48.83649999999944 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18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 21 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 29 18 18 12 44 18 split_gain=113729 47047.6 9805.82 1734.34 1257.6 1251.6 314.145 182.017 168.347 157.794 133.329 133.099 76.8756 42.5886 27.8773 27.6128 21.5569 20.9838 20.2158 19.3996 19.1859 19.0521 16.2498 15.8818 12.7598 7.26644 6.9222 6.37458 5.38603 4.69108 3.72103 2.53899 2.49055 2.458 2.12587 2.05229 2.0389 1.93075 1.91337 1.9088 1.84352 1.7746 1.74131 1.7303 1.5731 1.27925 0.96929 0.914256 0.585485 0.494606 0.371765 0.338658 0.222332 0.21567 0.214335 0.178554 0.173899 0.17111 0.167576 0.142725 0.125117 0.111904 0.101357 0.0997809 0.079042 0.037741 0.0355522 0.0252377 0.0176419 0.0162021 0.015138 0.0184553 0.000526278 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.655999999988129 11.187500000000002 57.405999999997228 30.507499999999713 40.453500000014181 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161 1015 216 1365 280 243 90 1197 94 196 117 778 internal_count=180721 178483 2238 896 1342 11233 357 675 539 667 1666 9567 291 7693 393 66 316 361 642 223 282 1024 1874 306 174 117 3126 4567 3105 45 212 169 523 390 195 155 181 1200 252 501 166 153 674 121 161 129 2397 1568 2170 137 307 1537 643 557 229 394 258 112 158 553 1200 161 1015 216 1365 280 243 90 1197 94 196 117 778 is_linear=0 shrinkage=0.01089 Tree=140 num_leaves=72 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 55 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=111540 45835.7 9653.44 1578.23 1305.25 1224.2 283.802 190.658 177.462 174.477 138.347 118.84 56.6445 43.7521 27.3551 24.0285 22.8481 21.2292 20.7223 19.742 19.6372 18.0016 17.1784 16.0396 8.20364 6.40816 6.04373 5.89616 5.38154 3.24044 2.67753 2.45122 2.39846 2.35618 2.30929 2.20151 2.1835 1.95533 1.94508 1.90593 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0.030506 0.0188083 0.0181457 0.00487111 0.00106657 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.24200000000201 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 21.030999999988129 9.4535000000123564 13.632999999997994 63.020999999997009 8.7030000000122545 50.218499999999047 43.530999999988133 37.405999999988133 27.469000000000054 32.562000000001724 15.015499999999976 12.382500000000165 10.257499999999938 23.030999999988129 18.844000000011878 58.65649999999733 1.5411392295872108 9.0630000000128366 8.3829999999998126 48.061999999987172 41.58849999999439 30.968500000002681 52.155999999988133 15.938000000009199 11.765499999999976 26.234999999998767 38.687500000000007 28.882499999999713 10.770000000004076 9.8739999999961601 19.890500000000433 13.015499999999522 14.273500000000015 24.187500000003642 56.632499999999716 21.898499999999334 17.905999999988129 33.905999999999047 36.132999999997999 8.1559999999881274 8.8755000000001036 9.2574999999999381 8.570500000011636 9.6329999999998126 10.007500000003349 16.405999999988129 12.046999999988659 10.484499999996844 15.561999999990805 11.461000000000697 10.500000000000002 12.757499999999711 13.265500000000431 8.2575000000006202 14.640500000000431 9.1255000000001036 11.007500000003349 8.7810000000017698 44.594000000011881 8.9840000000021991 7.5309999999881265 8.0155000000004311 13.890999999999623 20.515500000000007 17.421999999999574 7.7969999999977526 8.4455000000120908 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 9 14 16 17 23 13 20 24 25 28 29 47 34 30 41 33 38 44 45 43 27 49 48 -5 -9 -10 -16 57 58 -7 -18 -19 56 52 -25 60 71 -24 -8 -11 73 -20 -4 59 66 64 75 -12 -40 -34 -35 -23 -21 -6 69 -22 -42 -50 -43 -28 -39 -15 -17 -51 -3 -71 -13 -41 -2 -61 -29 right_child=2 4 3 6 11 8 12 15 18 22 21 19 -14 26 31 67 35 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80 86 52 77 581 572 779 780 304 214 53 146 217 68 117 25 109 112 409 74 808 149 743 50 646 137 346 101 28 56 22 592 leaf_count=167370 32 20 83 51 143 80 23 73 80 61 336 89 22 415 76 48 85 103 79 88 137 174 85 83 24 20 591 176 77 75 100 49 74 116 111 78 76 155 332 54 112 93 81 47 80 86 52 77 581 572 779 780 304 214 53 146 217 68 117 25 109 112 409 74 808 149 743 50 646 137 346 101 28 56 22 592 internal_value=0 -0.000946625 0.0747394 0.10108 0.0199454 0.0561193 0.119512 0.0891219 0.0658917 0.0458157 0.0184853 0.0284828 0.134036 0.0178629 0.112842 0.0961283 0.0837797 0.0609171 0.0718054 0.0321661 0.0261058 0.0210203 0.0510035 0.0411146 0.12999 0.0169157 0.0185092 0.0169578 0.108714 0.0932598 0.0693275 0.117049 0.034276 0.0247604 0.0583515 0.0866219 0.0636473 0.0223395 0.0202469 0.043473 0.0275988 0.0304915 0.0533149 0.127312 0.0482744 0.038873 0.0751982 0.0808729 0.0165144 0.0181316 0.0189209 0.0173986 0.0198438 0.0207185 0.035421 0.0254759 0.0218288 0.033339 0.0240373 0.0161686 0.0269399 0.0283196 0.0167061 0.0313293 0.0187695 0.0229948 0.0179217 0.100439 0.0183308 0.016226 0.0161942 0.0297516 0.0447184 0.0378751 0.0155467 0.0172282 internal_weight=0 178545 2265 938 11175 1327 369 569 681 646 9543 1632 116 7662 253 246 323 370 311 640 992 1881 307 339 94 3108 4554 3088 128 148 180 125 283 522 191 163 179 695 1186 165 470 357 166 70 141 174 131 160 1540 2376 2178 1548 640 546 127 262 391 156 260 550 246 224 990 167 1399 304 1158 98 1218 503 483 190 82 88 47 768 internal_count=180810 178545 2265 938 11175 1327 369 569 681 646 9543 1632 116 7662 253 246 323 370 311 640 992 1881 307 339 94 3108 4554 3088 128 148 180 125 283 522 191 163 179 695 1186 165 470 357 166 70 141 174 131 160 1540 2376 2178 1548 640 546 127 262 391 156 260 550 246 224 990 167 1399 304 1158 98 1218 503 483 190 82 88 47 768 is_linear=0 shrinkage=0.01089 Tree=143 num_leaves=77 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 40 18 18 18 18 18 18 35 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 18 18 18 18 18 18 52 18 18 18 18 40 18 28 split_gain=105698 42925.3 9163.5 1703.71 1149.11 1101.76 292.231 174.255 164.482 129.855 129.587 112.475 63.5396 40.6095 33.9682 23.4132 20.751 20.7033 20.6258 17.039 15.9064 15.5036 14.9612 14.4712 10.7292 7.83261 6.25247 4.99028 3.65853 3.14284 2.85582 2.69229 2.30213 2.27723 2.10097 1.97243 1.95061 1.85706 1.78813 1.75506 1.70816 1.64706 1.56581 1.42775 1.17272 1.16597 1.02422 0.989176 0.857594 0.732266 0.539988 0.423068 0.213261 0.179331 0.148276 0.141397 0.140798 0.139983 0.127492 0.121469 0.112109 0.105642 0.0966048 0.0839086 0.0702418 0.0557242 0.044754 0.0430804 0.0408628 0.0192319 0.0182643 0.0175106 0.0158562 0.0134544 0.00716861 0.00469041 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.257500000003349 25.188000000012838 54.156499999999149 40.06199999999081 29.81249999998909 9.5079999999998126 21.030999999988129 13.773500000000015 61.289000000002495 8.7574999999997107 50.218499999999047 43.530999999988133 37.405999999988133 27.469000000000054 32.562000000001724 12.507499999999711 15.219000000011876 23.030999999988129 10.312500000000002 18.844000000011878 63.020999999997009 6.9060000000026784 8.3829999999998126 9.0940000000005075 48.061999999987172 41.58849999999439 30.968500000002681 52.155999999988133 56.757999999999818 11.882499999999711 26.507999999999814 38.687500000000007 28.882499999999713 10.770000000004076 13.148999999999662 19.890500000000433 16.155999999988129 14.550999999999137 24.187500000003642 9.8830000000016316 21.898499999999334 17.905999999988129 33.905999999999047 36.132999999997999 9.2969999999997999 8.1559999999881274 8.570500000011636 8.9380000000128366 11.562500000000002 9.7030000000122545 14.015499999999976 10.062500000000002 15.765499999999976 12.140999999999623 11.007500000003349 0.6830127018922193 12.757499999999711 10.510500000000322 13.398499999999332 8.2575000000006202 9.1880000000128366 44.594000000011881 9.3904999999977026 8.6300000000001109 7.5309999999881265 16.687500000002732 20.515500000000007 17.421999999999574 8.8360000000002419 7.9925000000002919 19.561999999988078 7.7579999999998117 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 9 10 14 16 17 13 23 19 32 25 28 29 47 34 30 33 41 44 43 45 -14 -3 49 51 -5 -9 -10 -16 -8 52 -7 -18 -19 61 60 74 56 54 -23 53 -12 71 -20 -4 64 59 -28 72 -6 -11 -13 -45 -22 -35 -39 68 -21 -24 -40 -51 -29 -17 -50 -52 -27 -42 -41 -2 -15 -70 -25 -61 right_child=2 4 3 6 11 8 12 15 18 22 21 20 24 27 31 65 35 36 46 38 40 42 37 39 -26 26 50 48 -30 -31 -32 -33 -34 57 -36 -37 -38 58 62 70 69 -43 -44 55 -46 -47 -48 -49 66 63 67 -53 -54 -55 -56 -57 -58 -59 -60 75 -62 -63 -64 -65 -66 -67 -68 -69 73 -71 -72 -73 -74 -75 -76 -77 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22 29 773 845 77 75 100 49 48 96 85 78 76 155 95 54 70 131 81 237 80 86 52 77 583 583 445 941 137 355 121 221 60 158 185 25 165 160 117 406 521 50 296 706 82 26 28 56 789 393 29 22 internal_value=0 -0.000936315 0.0739258 0.0999792 0.0197282 0.0555084 0.118211 0.0881517 0.0651743 0.0183027 0.0453169 0.0282835 0.132577 0.0176967 0.111614 0.0950818 0.0828676 0.0602539 0.0710236 0.0260498 0.0320303 0.0504482 0.0209574 0.040667 0.143514 0.0168219 0.0168631 0.0184037 0.107531 0.0922445 0.0685727 0.115775 0.12633 0.024708 0.0577162 0.0856789 0.0629543 0.0222097 0.0275676 0.0429998 0.0340921 0.0304759 0.0527345 0.0201566 0.0477488 0.0384498 0.0743795 0.0799925 0.0187616 0.0163435 0.0172789 0.018015 0.0240062 0.0198094 0.0298418 0.0206317 0.0333564 0.0254712 0.0227988 0.0160133 0.0269307 0.0216424 0.0283368 0.016527 0.0185837 0.0993456 0.0190376 0.0174365 0.0160718 0.0353103 0.0442317 0.0374629 0.0178617 0.0160342 0.0417714 0.0153775 internal_weight=0 178545 2265 938 11175 1327 369 569 681 9579 646 1596 116 7799 253 246 323 370 311 1000 596 307 1780 339 42 3486 3464 4313 128 148 180 125 74 531 191 163 179 694 469 165 256 340 166 1086 141 174 131 160 2245 1540 1924 2068 277 628 209 458 160 254 340 551 257 354 212 989 1366 98 879 1151 504 96 82 88 1127 475 83 47 internal_count=180810 178545 2265 938 11175 1327 369 569 681 9579 646 1596 116 7799 253 246 323 370 311 1000 596 307 1780 339 42 3486 3464 4313 128 148 180 125 74 531 191 163 179 694 469 165 256 340 166 1086 141 174 131 160 2245 1540 1924 2068 277 628 209 458 160 254 340 551 257 354 212 989 1366 98 879 1151 504 96 82 88 1127 475 83 47 is_linear=0 shrinkage=0.01089 Tree=144 num_leaves=72 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 52 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 35 18 18 18 18 18 18 18 18 18 18 46 40 18 18 18 split_gain=102853 42512.2 8599.33 1484.49 1179.64 1129.79 248.672 166.681 156.492 153.001 133.781 119.35 57.432 40.9779 28.0948 21.2352 20.3948 19.9168 17.865 17.8004 17.6535 16.4477 15.8855 15.1943 7.55403 7.33238 6.64922 6.0868 5.19601 2.62604 2.4201 2.16108 2.10949 2.0842 2.03987 2.01748 1.89986 1.82735 1.81427 1.74421 1.67142 1.58774 1.56444 1.51172 1.41622 1.2628 1.23336 0.956182 0.912182 0.510791 0.425862 0.304075 0.268093 0.253777 0.212772 0.165338 0.142665 0.133093 0.122799 0.121529 0.114938 0.0954604 0.0877341 0.077851 0.0707216 0.0687041 0.0589555 0.0563131 0.0459165 0.0223227 0.0174841 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 57.405999999997228 40.828499999999629 30.968500000002681 21.898499999999334 9.5625000000000018 13.890999999999623 51.437500000000007 8.7574999999997107 65.257999999998006 28.5630000000092 38.187500000000007 19.561999999988078 33.257499999999716 12.507499999999711 43.530999999988133 15.398499999999332 23.88249999999994 10.390499999997703 8.3129999999982847 6.9060000000026784 54.156499999999149 48.83649999999944 9.0940000000005075 60.054499999987463 13.265500000000431 20.515500000000007 16.405999999988129 29.453500000012358 27.469000000000054 18.530999999988129 24.890499999999978 14.640500000000431 11.882499999999711 45.156499999999149 9.9894999999996816 10.859500000000482 32.093499999988133 39.562500000010921 36.969000000011881 23.030999999988129 34.437499999985455 9.2969999999997999 8.570500000011636 8.0629999999982847 8.9529999999997489 12.882999999999813 41.968500000002685 15.765499999999976 9.7574999999997107 56.155999999988133 12.140999999999623 10.132500000000165 8.4455000000120908 11.062999999997375 11.664000000002945 8.1879999999973752 14.273500000000015 9.3904999999977026 10.562999999998285 9.186999999987167 7.5309999999881265 7.8829999999998117 8.6300000000001109 8.8360000000002419 13.561999999987167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 52 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 35 18 18 18 18 18 18 18 18 3 18 18 18 46 18 18 18 split_gain=100626 41591.4 8413.17 1452.37 1154.1 1105.33 243.305 163.074 153.104 149.688 130.887 116.765 56.1915 39.3988 27.4866 20.775 19.9529 19.4853 17.478 17.4148 17.2818 16.0915 15.6044 15.541 7.39018 7.17327 6.50683 5.95362 4.87503 2.56872 2.36763 2.11403 2.06364 2.03865 1.99548 1.97366 1.85838 1.8174 1.78756 1.77485 1.55323 1.53022 1.47859 1.40047 1.38515 1.23526 1.22327 0.892334 0.842994 0.499585 0.416732 0.29735 0.251863 0.25014 0.225832 0.160647 0.159124 0.140495 0.12005 0.118777 0.112482 0.0933102 0.0856915 0.0690807 0.0583365 0.0572843 0.0547618 0.0448316 0.0351417 0.0259009 0.0169374 0.00393709 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 57.405999999997228 40.828499999999629 30.968500000002681 21.898499999999334 9.5079999999998126 13.890999999999623 51.437500000000007 8.7574999999997107 65.257999999998006 28.5630000000092 38.187500000000007 19.561999999988078 33.257499999999716 12.507499999999711 44.030999999988133 15.398499999999332 10.390499999997703 23.88249999999994 8.3129999999982847 6.9060000000026784 54.156499999999149 48.83649999999944 9.0940000000005075 60.054499999987463 13.265500000000431 20.515500000000007 16.405999999988129 29.453500000012358 27.469000000000054 18.530999999988129 24.890499999999978 9.9379999999973752 14.640500000000431 11.882499999999711 10.859500000000482 32.093499999988133 39.562500000010921 42.655999999999047 36.969000000011881 23.030999999988129 34.969000000011881 8.570500000011636 9.2574999999999381 8.0629999999982847 8.9539999999999811 12.882999999999813 9.7574999999997107 15.938000000009199 45.156499999999149 56.155999999988133 10.132500000000165 12.218999999999143 8.4455000000120908 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325 1332 933 1168 282 1226 199 92 internal_count=180899 178685 2214 876 11286 1338 341 535 658 680 9690 1596 274 7874 67 374 311 356 284 1016 224 580 1816 324 3523 1354 122 152 4351 46 512 171 254 188 186 185 185 1161 326 504 655 154 150 125 161 139 130 2169 2265 1332 2086 313 720 170 99 50 441 256 1001 344 248 1007 187 311 325 1332 933 1168 282 1226 199 92 is_linear=0 shrinkage=0.01089 Tree=146 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 29 28 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 29 18 18 18 18 split_gain=98886.7 40326.6 8467.66 1570.25 1068.96 1043.59 271.345 167.138 140.241 137.491 115.523 113.123 56.9905 36.6424 31.0953 22.2489 19.4219 18.2106 18.1316 17.7055 16.8012 15.4354 14.0167 13.7228 10.8244 6.93666 5.43488 4.74258 2.80147 2.36135 2.28467 2.16897 2.10533 1.97511 1.93822 1.9254 1.91035 1.87279 1.75429 1.68972 1.66477 1.64057 1.52087 1.51455 1.4982 1.07813 1.00422 0.999576 0.885816 0.851918 0.457767 0.39584 0.277733 0.208522 0.198598 0.192514 0.184984 0.182868 0.17861 0.153992 0.132368 0.112501 0.11222 0.0920686 0.0889292 0.0885178 0.0884639 0.0766442 0.0732696 0.0483397 0.0339895 0.0272481 0.0172355 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.187500000000002 25.655999999988129 54.156499999999149 40.06199999999081 30.172000000000484 21.523500000000244 13.632999999997994 9.4535000000123564 58.65649999999733 8.7030000000122545 50.218499999999047 42.655999999999047 37.405999999988133 19.163999999999991 27.820500000010728 15.219000000011876 12.382500000000165 32.562000000001724 10.257499999999938 23.88249999999994 65.156500000000975 7.5309999999881265 9.031999999999643 8.3829999999998126 48.061999999987172 52.155999999988133 11.765499999999976 14.405999999988127 22.585500000000142 18.242500000000295 26.765999999999625 29.194999999999713 20.210999999999334 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18 18 18 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 35 18 18 18 3 18 18 split_gain=96745.4 39453.2 8284.33 1536.27 1045.81 1020.99 265.484 163.52 137.205 134.512 113.022 110.674 55.7597 35.8485 30.4216 21.7666 19.0008 17.8159 17.7386 17.3223 16.4373 15.6265 15.101 13.7132 13.4256 6.80509 5.3171 4.60997 2.73992 2.31014 2.23509 2.12193 2.05949 1.93226 1.89601 1.88349 1.86895 1.83186 1.71626 1.65406 1.62852 1.60346 1.48781 1.48165 1.46542 1.05458 0.982089 0.977672 0.833315 0.805322 0.479918 0.387075 0.275611 0.244096 0.18816 0.180849 0.178794 0.150526 0.14501 0.13869 0.12931 0.109952 0.109703 0.0942669 0.0899353 0.0870679 0.0864003 0.0748798 0.0672771 0.0593932 0.0329983 0.0265606 0.0130165 0.0119942 0.000452657 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.187500000000002 25.655999999988129 54.156499999999149 40.06199999999081 30.172000000000484 21.523500000000244 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196 188 179 174 166 257 1211 126 69 463 668 159 135 159 124 2431 1555 2142 138 1541 613 112 224 299 260 553 598 159 320 1209 1002 155 221 242 348 91 1166 84 98 198 1222 760 internal_count=180623 178352 2271 934 11226 1337 359 575 661 676 1658 9568 114 7689 245 250 325 370 367 636 1022 45 294 1879 306 3116 4573 3096 125 120 559 379 168 196 188 179 174 166 257 1211 126 69 463 668 159 135 159 124 2431 1555 2142 138 1541 613 112 224 299 260 553 598 159 320 1209 1002 155 221 242 348 91 1166 84 98 198 1222 760 is_linear=0 shrinkage=0.01089 Tree=148 num_leaves=75 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 34 18 18 18 18 18 18 40 18 18 18 split_gain=93638.9 38676.8 8091.75 1356.22 1112.28 1025.13 233.726 157.811 151.36 144.054 113.556 104.291 47.7045 34.8555 23.7568 20.3043 19.3197 18.8715 17.5485 17.0398 16.9175 16.0129 14.5534 14.2674 5.93692 5.68958 5.23793 4.4067 4.39381 2.89123 2.85724 2.54735 2.23537 2.10471 1.95095 1.93032 1.92634 1.89072 1.64088 1.61947 1.58646 1.57706 1.57083 1.53565 1.16103 1.08581 0.837436 0.795668 0.710726 0.563529 0.443595 0.272794 0.190462 0.190332 0.172303 0.164791 0.160442 0.152235 0.132076 0.113743 0.105308 0.105204 0.10195 0.126875 0.0876036 0.0746186 0.0505781 0.0225685 0.0218671 0.0178775 0.00646129 0.0227853 0.00510634 0.00247699 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.24200000000201 57.405999999997228 30.507499999999713 40.828499999999629 21.523500000000244 9.4535000000123564 13.773500000000015 51.437500000000007 8.7030000000122545 63.020999999997009 32.921500000000385 28.13249999999994 38.187500000000007 43.530999999988133 19.561999999988078 12.382500000000165 23.398500000000016 10.257499999999938 15.219000000011876 1.5026019100220569 54.156499999999149 9.031999999999643 49.406000000002685 8.3829999999998126 18.530999999988129 60.054499999987463 34.437499999985455 24.890499999999978 26.765999999999625 13.085000000000493 11.765499999999976 45.156499999999149 29.453500000012358 10.770000000004076 9.8739999999961601 31.811999999987169 39.562500000010921 14.550999999999137 16.155999999988129 36.969000000011881 22.242500000000295 9.2425000000002928 20.515500000000007 8.1559999999881274 17.687499999985452 8.8590000000021991 8.570500000011636 10.062500000000002 9.6329999999998126 12.757499999999711 13.398499999999332 14.157000000000609 12.046999999988659 10.510500000000322 15.561999999990805 11.461000000000697 9.3675000000002928 8.0155000000004311 7.5309999999881265 8.2575000000006202 10.937999999997375 8.9380000000128366 14.811999999990805 16.687500000002732 9.1255000000001036 7.8670000000001901 7.6324999999997098 23.88249999999994 8.5154999999995216 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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561 649 266 240 218 257 384 156 263 1201 549 196 1016 316 1346 129 96 1259 176 84 112 768 is_linear=0 shrinkage=0.01089 Tree=149 num_leaves=77 num_cat=0 split_feature=24 20 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 40 24 24 24 24 41 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 12 24 23 24 52 24 24 24 24 24 24 24 24 24 split_gain=91611.2 37839.1 7916.56 1326.87 1088.19 1002.95 228.681 154.394 148.083 140.935 116.412 97.2006 46.6718 35.8842 23.6709 19.8642 18.9011 18.4625 17.1689 16.6783 15.6661 14.9064 13.9586 13.5136 7.81114 5.56644 5.47688 4.43731 4.31076 3.7325 2.49182 2.18658 2.05876 1.90859 1.88439 1.84955 1.79573 1.7033 1.65256 1.55176 1.54254 1.53676 1.52377 1.50235 1.22825 1.13549 1.06201 0.767193 0.701826 0.421993 0.379243 0.268651 0.214333 0.168441 0.161093 0.156836 0.14881 0.148733 0.128718 0.123356 0.111096 0.10171 0.0984169 0.0820362 0.061238 0.0582684 0.0539819 0.0433807 0.0422994 0.0399037 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18 40 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 35 18 18 18 18 18 18 3 18 18 18 18 18 18 18 18 18 52 18 28 18 split_gain=89957.9 37096.6 7555.39 1297.42 1019.93 989.886 232.216 149.287 139.625 138.666 112.263 105.189 47.0476 35.1794 23.0039 22.953 17.7135 16.9811 16.9191 15.8638 14.2534 13.5408 13.0969 10.2456 6.87514 5.825 5.37407 4.52018 4.32313 3.69309 2.52579 2.12862 1.95641 1.90547 1.82233 1.79171 1.78201 1.72039 1.69611 1.62797 1.54006 1.3555 1.24894 1.21633 1.19737 0.977096 0.908402 0.755473 0.674247 0.459699 0.370678 0.31581 0.271126 0.232569 0.205032 0.18516 0.125643 0.116912 0.0998951 0.095763 0.0862526 0.0752108 0.0671289 0.0503765 0.0470286 0.0384367 0.0342766 0.0197476 0.0170695 0.0293865 0.00285377 0.00101677 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.257500000003349 26.234999999998767 57.405999999997228 41.58849999999439 30.968500000002681 21.898499999999334 9.5079999999998126 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157 408 147 516 518 303 702 132 135 339 23 292 leaf_count=167243 106 23 78 76 145 105 23 44 77 77 271 167 74 792 21 77 79 86 144 80 95 83 194 77 28 20 475 75 862 25 109 66 96 89 108 80 80 103 77 155 61 74 75 71 251 54 62 586 594 447 760 26 166 72 426 132 157 192 25 100 157 408 147 516 518 303 702 132 135 339 23 292 internal_value=0 -0.000849055 0.0682815 0.0929794 0.0180986 0.0522267 0.109416 0.0824511 0.0617383 0.0432111 0.0167696 0.0260253 0.104895 0.0162125 0.127133 0.0780604 0.0573323 0.038561 0.0239763 0.0674071 0.029723 0.0482529 0.0192013 0.089946 0.015407 0.11003 0.015446 0.100799 0.0168608 0.122671 0.0754824 0.0253853 0.0226249 0.0409779 0.0501415 0.0316881 0.0549407 0.0597566 0.0362452 0.0203575 0.0282412 0.064944 0.0878133 0.0813064 0.0184639 0.0701718 0.0456503 0.0171879 0.0149725 0.0158293 0.0165024 0.113557 0.0248102 0.0310161 0.0181865 0.0219821 0.0233267 0.0208935 0.0146587 0.0290289 0.0198262 0.0151445 0.0189487 0.0170235 0.0163842 0.0174425 0.0159731 0.0262828 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8.6300000000001109 8.8755000000001036 11.461000000000697 7.8669999999997353 7.6324999999997098 24.187500000003642 8.4455000000120908 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 15 16 19 13 21 25 24 31 33 44 40 42 34 45 41 39 38 26 -8 48 51 -16 -17 74 -5 53 -6 59 -18 55 61 52 56 -10 71 -9 65 -4 -11 -20 67 60 -19 75 70 -12 -23 -34 -21 -13 -43 -40 -2 63 -24 -50 -3 -45 -25 -39 -29 -49 -52 -15 -7 73 -65 -22 -28 right_child=2 5 3 6 7 11 12 18 17 20 23 22 -14 27 28 29 35 49 46 36 30 32 37 43 -26 -27 50 47 -30 -31 -32 -33 54 -35 -36 -37 -38 66 58 -41 -42 57 -44 64 -46 -47 -48 68 62 -51 69 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 72 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 leaf_value=-0.0020986951826280102 0.033672460547671784 0.015064343335341526 0.072886269885059779 0.096613752607235551 0.052591335609337604 0.021343045836561391 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1568 98 1940 2167 687 276 232 107 209 241 416 111 555 151 1013 202 324 319 100 1341 911 1166 1333 219 182 89 114 774 internal_count=180758 178502 2256 887 1369 11249 343 685 544 684 9693 1556 94 7947 249 397 322 222 288 356 328 968 588 1746 3528 70 3508 4419 123 210 196 126 508 187 194 159 162 251 1103 337 124 460 155 643 163 132 133 2252 1568 98 1940 2167 687 276 232 107 209 241 416 111 555 151 1013 202 324 319 100 1341 911 1166 1333 219 182 89 114 774 is_linear=0 shrinkage=0.01089 Tree=153 num_leaves=75 num_cat=0 split_feature=42 19 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 40 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 34 19 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 42 32 split_gain=85196.4 34570.7 7280.77 1251.17 995.725 909.637 209.235 146.045 139.817 132.094 107.199 87.8216 38.0201 33.8029 30.2418 20.5743 17.734 15.6312 15.5273 14.3972 13.5447 13.5034 13.046 11.6842 6.93896 6.13186 5.11825 4.28095 4.27976 2.79545 1.88453 1.87551 1.79531 1.64686 1.59201 1.55031 1.46783 1.46109 1.38746 1.38178 1.37773 1.26818 1.14099 1.13795 1.08816 0.901432 0.809136 0.78415 0.653249 0.477006 0.383318 0.35068 0.181852 0.163339 0.156344 0.185432 0.144391 0.142447 0.129931 0.119053 0.109259 0.108265 0.0940861 0.0911582 0.061811 0.0616084 0.0603268 0.0562553 0.0549223 0.0362969 0.033345 0.0203412 0.00563747 0.00317096 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.968500000002681 40.828499999999629 21.523500000000244 9.5625000000000018 13.773500000000015 63.020999999997009 8.7574999999997107 50.780999999988133 28.5630000000092 38.187500000000007 44.030999999988133 33.257499999999716 19.163999999999991 23.398500000000016 12.382500000000165 15.219000000011876 10.390499999997703 6.9060000000026784 58.65649999999733 8.436999999987167 9.0940000000005075 53.085999999999338 27.156499999997326 24.890499999999978 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2276 923 1353 11224 356 567 685 668 9561 1663 108 7596 248 343 379 306 356 656 224 1007 312 1965 42 2803 4793 2783 122 181 126 188 400 194 530 66 185 1245 720 192 477 164 171 256 155 125 141 2417 125 2376 1341 1442 329 657 237 588 244 110 260 397 323 1012 991 233 163 309 270 1090 1311 1327 695 126 130 1065 internal_count=180631 178355 2276 923 1353 11224 356 567 685 668 9561 1663 108 7596 248 343 379 306 356 656 224 1007 312 1965 42 2803 4793 2783 122 181 126 188 400 194 530 66 185 1245 720 192 477 164 171 256 155 125 141 2417 125 2376 1341 1442 329 657 237 588 244 110 260 397 323 1012 991 233 163 309 270 1090 1311 1327 695 126 130 1065 is_linear=0 shrinkage=0.01089 Tree=155 num_leaves=78 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 44 18 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 18 18 18 18 21 18 18 22 21 18 split_gain=80148.1 32981.7 7028 1227.76 863.007 846.723 192.277 134.643 124.534 108.95 89.8617 89.1822 36.9454 28.8686 26.2737 20.1362 16.3441 15.2135 13.6846 13.4885 13.0714 12.6641 12.1308 11.8359 7.2445 5.5728 5.15008 2.76165 2.67237 2.1981 2.19028 1.95805 1.69444 1.69164 1.63202 1.54334 1.47076 1.41842 1.3946 1.3433 1.26452 1.15894 1.15576 1.09208 1.09032 0.903718 0.897324 0.641715 0.641369 0.585877 0.443888 0.245837 0.166131 0.132183 0.126396 0.115536 0.112906 0.108381 0.102353 0.093925 0.0826246 0.0700896 0.0635399 0.0520232 0.0517649 0.0389831 0.0272392 0.0259493 0.0143344 0.00772972 0.00765869 0.00759181 0.00405306 0.00402298 0.00180091 0.000792058 0.000359885 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.132499999999938 54.156499999999149 40.453500000014181 29.81249999998909 21.030999999988129 9.436999999987167 13.561999999987167 58.65649999999733 8.6300000000001109 50.218499999999047 37.781000000002685 27.469000000000054 32.562000000001724 18.844000000011878 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720 192 477 164 171 256 155 125 141 2417 125 2376 1315 1450 657 237 588 244 110 260 397 323 1018 233 163 270 297 1090 1311 1327 126 53 702 244 1065 130 88 569 99 internal_count=180631 178355 2276 923 1353 11224 356 567 685 668 9561 1663 108 7596 248 343 379 306 356 656 224 1007 312 1965 42 2803 4793 2765 122 181 126 188 400 194 66 530 185 1245 720 192 477 164 171 256 155 125 141 2417 125 2376 1315 1450 657 237 588 244 110 260 397 323 1018 233 163 270 297 1090 1311 1327 126 53 702 244 1065 130 88 569 99 is_linear=0 shrinkage=0.01089 Tree=156 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 28 18 18 18 18 18 18 18 18 29 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 split_gain=78878.5 32346 6822.56 1249.16 857.178 819.364 213.729 128.321 120.815 98.883 96.1307 85.0598 41.7424 30.7319 24.7091 19.489 19.2931 13.1303 12.6071 12.0097 11.9037 11.6662 11.5 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125 458 334 168 156 154 1090 138 169 2268 1547 127 2461 1560 538 273 630 159 250 351 460 155 1009 350 254 204 1279 1338 1182 98 930 179 88 779 126 102 86 is_linear=0 shrinkage=0.01089 Tree=157 num_leaves=76 num_cat=0 split_feature=30 20 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 7 30 30 30 30 30 20 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 23 30 30 30 30 3 30 30 30 30 30 30 30 58 30 30 23 split_gain=77170.5 31645.4 6675.06 1098.57 910.776 838.629 209.112 130.163 120.666 100.77 90.7266 88.8515 40.8409 28.6683 24.1737 16.7346 15.6712 14.1261 13.6603 13.6355 13.1076 12.845 12.7446 11.6206 10.907 5.08289 4.32901 3.44883 2.30964 2.08355 2.07897 1.91076 1.7403 1.70842 1.59975 1.57995 1.51989 1.4965 1.31613 1.26445 1.26305 1.20068 1.16175 1.15149 1.06418 1.0611 0.829099 0.697183 0.52726 0.416508 0.359867 0.23035 0.217138 0.15326 0.146238 0.139901 0.128159 0.108988 0.104185 0.0888608 0.0863466 0.0852132 0.0719244 0.0618717 0.0599287 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0.291028 0.12692 0.125428 0.123173 0.120143 0.116766 0.100299 0.0972471 0.0934789 0.0898877 0.0836226 0.081301 0.0802715 0.0783976 0.0553578 0.0518504 0.0468016 0.0414581 0.0353044 0.034159 0.0330303 0.031056 0.0282821 0.0280329 0.025411 0.00518886 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 41.58849999999439 21.523500000000244 9.5079999999998126 13.773500000000015 8.7574999999997107 65.257999999998006 50.780999999988133 38.687500000000007 32.921500000000385 28.13249999999994 19.163999999999991 23.88249999999994 12.382500000000165 15.219000000011876 10.312500000000002 44.030999999988133 1.6797321587048573 57.906500000011881 8.436999999987167 9.0940000000005075 53.085999999999338 34.437499999985455 37.405999999988133 22.585500000000142 48.83649999999944 13.085000000000493 26.765999999999625 29.194999999999713 20.210999999999334 10.770000000004076 16.155999999988129 14.405999999988127 11.765499999999976 18.242500000000295 31.811999999987169 9.8830000000016316 40.06199999999081 24.890499999999978 9.2574999999999381 45.156499999999149 8.1879999999973752 8.570500000011636 8.9690000000027812 13.398499999999332 9.7030000000122545 12.757499999999711 8.0629999999982847 12.140999999999623 15.765499999999976 11.007500000003349 7.5309999999881265 10.062500000000002 42.655999999999047 14.811999999990805 10.562999999998285 17.687499999985452 7.5309999999881265 7.8829999999998117 7.3579584562002944 9.186999999987167 8.6300000000001109 9.3904999999977026 14.015499999999976 11.461000000000697 8.8755000000001036 8.2575000000006202 16.687500000002732 -0.5 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 17 15 18 12 20 24 25 32 30 42 34 41 31 40 39 43 60 26 -8 48 50 -16 -18 -4 -11 -5 53 -6 -19 -20 62 56 70 71 63 -9 52 -17 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0.01262789881348794 leaf_weight=167419 57 28 101 48 78 111 51 80 53 80 274 94 773 20 74 70 75 76 78 77 135 102 228 50 20 22 720 564 45 78 84 83 76 122 110 105 39 161 71 90 145 79 80 238 68 79 622 49 20 447 762 112 368 138 454 110 58 196 39 226 48 67 130 55 366 212 44 787 718 295 96 114 518 453 27 52 leaf_count=167419 57 28 101 48 78 111 51 80 53 80 274 94 773 20 74 70 75 76 78 77 135 102 228 50 20 22 720 564 45 78 84 83 76 122 110 105 39 161 71 90 145 79 80 238 68 79 622 49 20 447 762 112 368 138 454 110 58 196 39 226 48 67 130 55 366 212 44 787 718 295 96 114 518 453 27 52 internal_value=0 -0.000769396 0.0614744 0.0842369 0.0470217 0.0163735 0.0989704 0.0555609 0.0747677 0.0383409 0.0152005 0.0234989 0.0146882 0.111541 0.09415 0.0706753 0.0605434 0.0513313 0.0341304 0.0429843 0.0216124 0.0265755 0.0174089 0.0813688 0.0139623 0.108336 0.0139972 0.015281 0.0977137 0.0631272 0.0684181 0.0408401 0.0907137 0.0227618 0.0491625 0.0535779 0.0364285 0.0184541 0.0283224 0.0252749 0.0203974 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1291 819 98 91 is_linear=0 shrinkage=0.01089 Tree=161 num_leaves=79 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 3 18 18 18 18 18 18 18 57 23 27 18 22 split_gain=69835.4 29143.1 6002.7 987.366 827.013 776.527 166.097 118.001 115.523 107.954 90.2155 76.1151 27.8244 26.07 22.9563 17.2189 15.8844 14.3482 12.7342 12.2657 11.2793 11.2029 10.5537 9.15571 5.59306 4.92615 4.37272 3.21442 2.57729 2.07204 1.9742 1.59977 1.52611 1.50279 1.45217 1.38806 1.37556 1.30931 1.21669 1.1659 1.15239 1.14719 0.972848 0.968605 0.694906 0.618395 0.588787 0.553995 0.551049 0.386772 0.382511 0.124056 0.122625 0.120393 0.114685 0.103587 0.0980152 0.0950427 0.0878556 0.0814503 0.0794221 0.0786057 0.076544 0.0684746 0.0464811 0.0448645 0.0404807 0.0398411 0.0333448 0.0321904 0.0302834 0.0247695 0.0205641 0.0202944 0.0145405 0.0143649 0.00773996 0.00404998 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.257500000003349 55.805000000011212 30.507499999999713 41.58849999999439 21.523500000000244 9.5079999999998126 13.773500000000015 8.7030000000122545 65.257999999998006 50.780999999988133 38.687500000000007 33.257499999999716 28.13249999999994 19.163999999999991 23.88249999999994 12.382500000000165 15.219000000011876 10.312500000000002 44.030999999988133 57.906500000011881 7.6324999999997098 9.0940000000005075 8.3129999999982847 53.085999999999338 31.811999999987169 37.405999999988133 22.585500000000142 48.83649999999944 13.085000000000493 26.765999999999625 29.453500000012358 20.515500000000007 10.770000000004076 16.155999999988129 14.405999999988127 11.765499999999976 18.242500000000295 34.437499999985455 9.8830000000016316 40.06199999999081 24.890499999999978 9.2574999999999381 45.156499999999149 8.8755000000001036 8.5154999999995216 8.0629999999982847 13.398499999999332 9.7030000000122545 12.757499999999711 12.046999999988659 19.561999999988078 15.765499999999976 11.007500000003349 10.062500000000002 42.655999999999047 14.811999999990805 10.510500000000322 17.687499999985452 8.1879999999973752 8.9925000000002928 10.500000000000002 9.186999999987167 8.804499999989277 9.3904999999977026 14.015499999999976 11.461000000000697 16.687500000002732 8.6300000000001109 7.3579584562002944 54.405999999988133 0.85017051708247882 8.4455000000120908 23.234000000000382 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 14 17 15 18 12 20 25 24 32 30 29 34 41 31 40 39 43 59 -8 -3 48 50 -16 -9 -4 -11 -5 53 -6 -19 55 61 56 69 70 62 -18 52 -17 -21 66 -25 67 76 65 -35 -12 -22 -42 -20 -23 -39 -45 -10 -41 -24 -2 -52 -50 75 -28 -14 -48 -13 -7 -40 -51 -38 -30 -27 -29 -33 right_child=2 5 3 6 7 11 13 16 23 19 22 21 26 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num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 52 18 57 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 20 18 18 46 18 18 18 18 18 18 18 18 27 18 18 18 18 split_gain=69500.3 28510.1 5862.32 997.465 783.863 765.379 168.569 111.884 105.101 103.346 91.1002 77.4442 37.7744 27.0862 15.4851 14.4845 14.0734 13.6237 12.3718 11.9786 11.002 10.917 10.4628 9.92783 5.05167 4.18634 4.05105 3.43448 3.36531 2.56328 1.81765 1.59533 1.43836 1.40157 1.38157 1.36945 1.34785 1.30577 1.23177 1.1594 1.13553 1.12139 1.09328 1.09257 0.994566 0.774063 0.641604 0.619022 0.58986 0.334724 0.319939 0.309093 0.203534 0.174811 0.155323 0.102611 0.0927175 0.0869186 0.0852473 0.0824249 0.0818273 0.0756835 0.0609624 0.0599628 0.0535679 0.0438801 0.0426588 0.0661829 0.0390405 0.03745 0.0265503 0.0216632 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 57.405999999997228 40.828499999999629 21.898499999999334 30.507499999999713 9.5625000000000018 13.890999999999623 51.437500000000007 8.7810000000017698 63.020999999997009 32.921500000000385 38.187500000000007 19.561999999988078 44.030999999988133 12.507499999999711 15.398499999999332 28.5630000000092 10.390499999997703 23.88249999999994 8.3129999999982847 54.156499999999149 49.406000000002685 6.9060000000026784 9.1244999999998999 19.003185028609508 34.437499999985455 13.265500000000431 20.515500000000007 18.530999999988129 16.155999999988129 39.562500000010921 24.890499999999978 27.469000000000054 11.882499999999711 14.550999999999137 31.811999999987169 9.9894999999996816 36.969000000011881 10.859500000000482 42.18799999999829 22.585500000000142 29.453500000012358 8.570500000011636 9.311999999987167 8.0629999999982847 45.156499999999149 8.9690000000027812 12.882999999999813 16.687500000002732 9.7574999999997107 8.7809999999935844 12.218999999999143 14.811999999990805 7.5309999999881265 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998 238 980 318 1332 304 95 888 1199 203 1275 internal_count=180541 178326 2215 884 11225 1331 345 539 684 647 9648 1577 276 7866 69 306 314 365 225 1009 568 341 1782 319 3549 119 157 1352 4317 46 156 519 175 190 247 157 182 183 490 321 150 1109 157 673 124 137 158 2197 2220 1331 101 2097 316 126 698 1001 252 156 330 355 411 998 238 980 318 1332 304 95 888 1199 203 1275 is_linear=0 shrinkage=0.01089 Tree=163 num_leaves=74 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 18 18 18 18 18 18 52 18 18 18 18 18 18 29 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 19 18 18 18 46 18 18 18 18 18 18 22 18 18 22 18 12 18 split_gain=67995.3 27892.6 5735.4 975.877 766.891 748.805 164.932 109.463 102.825 101.108 89.1275 75.7674 36.9568 26.4992 17.4038 14.1861 13.7724 13.3285 12.1039 11.719 10.7637 10.6883 10.2362 9.71243 4.94203 4.09562 3.9629 3.3599 3.29276 2.02893 2.02174 1.56156 1.40702 1.37109 1.36419 1.36407 1.3516 1.3184 1.20499 1.13424 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23 18 18 18 18 18 18 18 18 18 28 23 18 18 18 55 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 44 18 18 18 18 20 18 18 18 18 18 44 18 18 18 20 18 18 18 18 18 18 18 18 18 18 23 18 split_gain=66052.9 27182.5 5769.01 949.897 780.118 718.874 169.323 110.959 109.181 102.986 76.7217 76.4477 36.9096 24.963 19.7748 17.0575 14.2822 14.1325 12.4789 11.6025 11.4607 11.0181 9.40784 8.36038 5.2526 4.51547 3.65788 3.5337 3.15882 2.32669 2.15035 1.72982 1.66672 1.62416 1.52332 1.48745 1.40972 1.25966 1.2219 1.13502 1.05248 1.01691 0.933861 0.920517 0.710723 0.669785 0.593206 0.577241 0.453092 0.364979 0.312611 0.289436 0.184253 0.140008 0.136107 0.121527 0.114596 0.107107 0.102472 0.0823869 0.0802174 0.0747285 0.0716591 0.0649035 0.0655327 0.060361 0.0576237 0.0517915 0.0475438 0.0317676 0.0185453 0.013443 0.0557737 0.0104913 0.00458942 0.00188865 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.187500000000002 57.405999999997228 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78 103 82 85 100 87 171 49 25 21 866 77 477 20 81 75 82 109 148 88 76 82 72 374 113 153 95 77 79 36 770 588 49 50 898 80 776 406 309 184 142 93 109 27 169 432 52 20 406 153 112 176 71 427 26 40 67 391 20 298 internal_value=0 -0.000737487 0.0586765 0.0806499 0.0448184 0.0156522 0.0948582 0.0531211 0.0715145 0.0367285 0.0145126 0.0223063 0.0909908 0.0140333 0.110294 0.0676996 0.0579797 0.0491191 0.032727 0.0411121 0.0252794 0.020449 0.0164912 0.0779877 0.0132861 0.0956596 0.0145468 0.0874006 0.013326 0.106119 0.0310768 0.0603832 0.0654227 0.0428536 0.0193969 0.0240857 0.0469801 0.0512871 0.0271012 0.0159136 0.0216856 0.0175293 0.0705014 0.0555836 0.0386751 0.0352255 0.0148343 0.0129798 0.0977084 0.0803501 0.0142134 0.0302168 0.0136766 0.0126896 0.015595 0.0162811 0.0188417 0.0234888 0.0200216 0.0362032 0.0179829 0.0150138 0.0264524 0.0131392 0.0131234 0.021161 0.0222431 0.0171072 0.0249195 0.0143225 0.0281011 0.0123429 0.0122419 0.0146624 0.0127963 0.0135454 internal_weight=0 178352 2247 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282 316 2778 4486 2742 214 120 124 185 1510 73 187 395 508 555 174 194 165 254 701 154 151 129 131 142 2335 1302 2151 1440 707 290 254 803 231 326 1009 988 164 293 272 375 218 301 122 108 94 1267 1160 103 697 453 1068 is_linear=0 shrinkage=0.01089 Tree=168 num_leaves=77 num_cat=0 split_feature=36 20 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 21 36 36 36 55 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 36 22 36 36 36 36 36 36 36 12 65 52 36 36 36 36 36 36 36 36 36 36 split_gain=60421.1 24853.1 5294.96 926.087 662.734 659.757 147.755 107.266 98.438 82.4368 70.5396 69.6454 30.9199 22.7106 17.0306 15.21 12.4314 11.6536 11.6245 11.4376 10.7694 9.98924 8.67736 8.10467 5.74751 5.20889 3.39035 2.76366 2.47531 1.86655 1.60725 1.58766 1.35589 1.3458 1.32656 1.1431 1.12308 1.04517 1.02858 1.01118 0.994045 0.921586 0.860396 0.839041 0.819494 0.808863 0.791148 0.720406 0.473962 0.343472 0.338373 0.329978 0.184222 0.151831 0.129592 0.111556 0.107612 0.0845965 0.0804586 0.0700553 0.0692397 0.060586 0.0487498 0.0460376 0.0529985 0.0825501 0.0452398 0.0343379 0.0207512 0.0179598 0.0177261 0.0170309 0.00870183 0.0065745 0.00562047 0.00260179 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 47.344000000011881 25.655999999988129 11.187500000000002 57.405999999997228 40.453500000014181 30.172000000000484 21.030999999988129 9.4535000000123564 13.632999999997994 52.155999999988133 8.7030000000122545 63.020999999997009 43.530999999988133 27.820500000010728 32.921500000000385 37.781000000002685 23.398500000000016 15.219000000011876 12.257999999999813 10.257499999999938 18.844000000011878 1.5411392295872108 49.406000000002685 9.0619999999989904 8.3129999999982847 19.808958762886721 54.156499999999149 45.156499999999149 31.811999999987169 22.242500000000295 13.015499999999522 14.273500000000015 26.507999999999814 28.882499999999713 9.8230000000112359 39.164000000000676 16.155999999988129 11.664000000002945 10.687999999996466 36.609499999998668 19.890500000000433 24.655999999988129 33.905999999999047 42.18799999999829 17.905999999988129 9.2425000000002928 8.8755000000001036 8.0629999999982847 8.5154999999995216 12.632999999999813 14.811999999990805 10.007500000003349 51.281500000011881 9.6175000000002928 15.561999999990805 12.046999999988659 10.937999999997375 9.3205000000107265 8.1879999999973752 13.398499999999332 1.0000000180025095e-35 47.34399999999733 7.5309999999881265 10.484499999996844 8.8205000000107265 13.890999999999623 11.382499999999711 8.6300000000001109 16.687500000002732 7.7579999999998117 8.4455000000120908 8.9690000000027812 17.421999999999574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 10 12 18 16 23 13 21 25 24 28 46 35 31 42 32 34 40 37 47 27 -5 49 50 -8 -14 -17 -10 -11 52 68 -6 -18 56 -20 57 69 66 -4 -25 -21 -19 -9 75 -28 67 63 73 -23 -36 -39 -27 -12 -22 -42 -43 -50 -52 -35 64 65 -3 -24 -15 -13 -7 -53 -41 -65 -29 -51 -2 right_child=2 5 3 6 8 11 14 15 17 19 22 20 29 26 -16 30 36 45 38 44 39 33 41 43 -26 55 48 51 -30 -31 -32 -33 -34 62 53 -37 -38 54 -40 71 58 59 -44 -45 -46 -47 -48 -49 60 74 61 70 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 72 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 leaf_value=-0.001761420065873674 0.027825855129594564 0.012878144407594992 0.060479182366994295 0.081987639380831548 0.043278931352362715 0.017768921680161764 0.10469047798982448 0.069670594024664745 0.051790495934767651 0.035618308345502468 0.01470437071534803 0.022068205230703207 0.090265099637701879 0.013411007293257979 0.11322192620118382 0.074956592744261488 0.04724463921607272 0.055942219135751543 0.064789703885770975 0.039840899332192453 0.024842693434420932 0.01980554393679694 0.016188493713405944 0.031814447996125463 0.0068845632416219956 0.085527977512595887 0.014046935505031954 0.012773876742897613 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leaf_weight=167133 30 27 78 74 81 143 21 78 95 90 246 87 47 690 23 74 77 52 80 86 57 144 173 81 20 80 1113 402 25 47 46 77 78 150 124 111 108 354 73 69 161 159 78 84 78 75 52 85 752 508 450 740 153 69 215 22 384 98 95 168 463 567 72 25 32 214 177 486 106 93 327 26 33 293 539 54 leaf_count=167133 30 27 78 74 81 143 21 78 95 90 246 87 47 690 23 74 77 52 80 86 57 144 173 81 20 80 1113 402 25 47 46 77 78 150 124 111 108 354 73 69 161 159 78 84 78 75 52 85 752 508 450 740 153 69 215 22 384 98 95 168 463 567 72 25 32 214 177 486 106 93 327 26 33 293 539 54 internal_value=0 -0.000708846 0.0562035 0.0766717 0.0425061 0.0149926 0.0908787 0.0680528 0.0501033 0.0347935 0.0138955 0.0213585 0.0872197 0.013433 0.105165 0.0733746 0.0463921 0.054779 0.0637423 0.0386405 0.0241834 0.0195809 0.0157892 0.0309673 0.0127183 0.0844592 0.0139245 0.0127558 0.101086 0.0923677 0.076254 0.0528836 0.0366163 0.0206385 0.023036 0.0444169 0.0484365 0.0152308 0.0659388 0.0259528 0.0184644 0.0167775 0.0615792 0.0327015 0.040709 0.0573364 0.0707045 0.02927 0.0142166 0.0136184 0.0123822 0.0130414 0.0201431 0.023698 0.0155766 0.0862346 0.0149179 0.0253738 0.0189497 0.0172056 0.0143717 0.0124851 0.0212991 0.0120651 0.0121411 0.0122101 0.0163765 0.0134834 0.0223714 0.0179362 0.013168 0.0268912 0.0117023 0.0128467 0.0137697 0.0284725 internal_weight=0 178337 2240 898 1342 11204 339 559 676 666 9557 1647 270 7681 69 250 377 299 309 332 636 1011 1876 334 3130 176 4551 3110 46 94 120 172 168 519 386 192 185 1199 153 250 492 677 156 165 164 127 130 169 2328 2223 1348 1762 297 193 569 102 630 155 256 327 1215 1017 222 331 273 241 350 1176 193 236 1067 95 58 695 1047 84 internal_count=180577 178337 2240 898 1342 11204 339 559 676 666 9557 1647 270 7681 69 250 377 299 309 332 636 1011 1876 334 3130 176 4551 3110 46 94 120 172 168 519 386 192 185 1199 153 250 492 677 156 165 164 127 130 169 2328 2223 1348 1762 297 193 569 102 630 155 256 327 1215 1017 222 331 273 241 350 1176 193 236 1067 95 58 695 1047 84 is_linear=0 shrinkage=0.01089 Tree=169 num_leaves=77 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 21 18 18 18 23 55 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 3 65 46 28 18 18 18 18 18 18 18 18 split_gain=59112.8 24314.8 5180.39 854.777 695.229 645.473 144.565 111.866 93.1445 80.651 69.0121 68.1378 30.2506 22.2183 18.1065 15.0702 12.4445 11.8566 11.1898 10.9043 10.5363 9.77279 8.48945 7.92882 5.62281 5.0961 3.31731 2.70366 2.36985 2.33435 1.88681 1.71601 1.54728 1.32637 1.31774 1.29771 1.10936 1.02248 0.989228 0.972418 0.901545 0.87079 0.851542 0.820702 0.801558 0.704567 0.521232 0.432859 0.364865 0.330913 0.322758 0.229135 0.194824 0.148446 0.143035 0.116319 0.115878 0.0913964 0.0786314 0.0709289 0.0684509 0.0650441 0.0592097 0.0441774 0.0433674 0.0589773 0.0809528 0.0518295 0.0335275 0.0201844 0.0174869 0.017279 0.0165747 0.0122533 0.00636862 0.0023711 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39.562500000010921 14.811999999990805 13.265500000000431 9.6329999999998126 10.007500000003349 15.640499999999522 12.046999999988659 12.632999999999813 10.937999999997375 9.1255000000001036 8.1879999999973752 10.484499999996844 10.500000000000002 47.34399999999733 7.5309999999881265 7.8829999999998117 8.8205000000107265 13.890999999999623 11.382499999999711 8.6300000000001109 16.687500000002732 8.9840000000021991 8.4455000000120908 17.421999999999574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 9 10 12 15 17 23 13 21 25 24 29 30 42 32 33 41 35 39 37 45 27 51 48 49 -14 -8 -6 -18 -4 -11 59 69 -17 55 57 70 63 -10 -9 -25 -20 75 -21 61 68 64 74 -5 -19 -37 -36 -12 -39 -22 -41 -23 -42 -28 -51 -24 65 66 -3 -67 -15 -13 -7 -52 -40 -50 -29 -2 right_child=2 5 3 6 7 11 14 16 19 18 22 20 28 26 -16 36 31 52 44 46 38 34 40 43 -26 -27 47 50 -30 -31 -32 -33 -34 -35 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307 215 118 95 103 168 791 567 177 45 21 218 20 486 106 93 327 26 543 293 54 leaf_count=167133 30 27 73 46 109 143 27 70 25 90 340 87 42 690 20 102 76 52 86 50 37 144 173 81 20 77 686 402 52 22 111 79 108 78 162 124 80 337 69 161 159 102 77 84 78 85 46 799 556 450 740 53 75 69 110 307 215 118 95 103 168 791 567 177 45 21 218 20 486 106 93 327 26 543 293 54 internal_value=0 -0.000701126 0.0555916 0.0763739 0.0423932 0.0148294 0.0898896 0.0499396 0.0677419 0.0344147 0.0137442 0.021126 0.0862702 0.0132867 0.104021 0.0461677 0.0549568 0.0638406 0.0382199 0.0731235 0.0239201 0.0193677 0.0156172 0.0306301 0.0125798 0.0835398 0.0137728 0.0126169 0.0913622 0.100235 0.0442221 0.0571539 0.06199 0.0362177 0.0204138 0.0227852 0.048514 0.0150649 0.0256702 0.0182634 0.0165949 0.0709299 0.052632 0.0323455 0.0402658 0.0289514 0.0760089 0.0140685 0.0134769 0.0122474 0.0128994 0.0817007 0.066467 0.02344 0.0209522 0.0147641 0.0154168 0.0250976 0.0187434 0.019819 0.0170182 0.0139527 0.0123492 0.0161982 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18 18 18 18 18 18 18 18 18 19 18 18 18 18 18 18 18 18 18 18 18 18 18 12 18 18 46 22 19 split_gain=58327.7 24008.9 4888.01 811.173 680.046 658.361 146.959 104.495 88.8019 81.1682 76.3249 65.6311 32.0799 23.1729 17.6136 13.9075 12.4727 12.2939 11.1473 11.0262 8.602 8.429 7.80392 6.72594 4.19819 3.73515 2.97383 2.80918 2.45155 2.35356 1.78456 1.38398 1.3839 1.36241 1.25339 1.14687 1.1393 1.07404 0.972957 0.95558 0.915771 0.892934 0.889631 0.818927 0.525747 0.519218 0.509377 0.466552 0.336233 0.298745 0.168986 0.11036 0.108342 0.0969961 0.0793491 0.0749876 0.0676779 0.0617852 0.0553881 0.0535759 0.0533231 0.0450292 0.0402985 0.0330249 0.0295292 0.0248802 0.0237597 0.0184463 0.00802732 0.00537918 0.00298481 0.00182868 threshold=17.421999999999574 1.0000000180025095e-35 36.132999999997999 47.344000000011881 26.234999999998767 11.313000000009199 57.405999999997228 30.968500000002681 21.898499999999334 41.58849999999439 9.5630000000128366 14.015499999999976 51.437500000000007 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24 24 24 24 24 52 19 24 23 24 24 35 23 24 24 24 24 24 24 24 22 24 24 21 23 22 24 21 24 24 24 24 24 12 23 split_gain=55431.4 22872.8 4768.07 815.507 618.083 605.039 144.233 88.7382 83.0201 80.914 67.7447 62.0008 28.0348 22.0415 19.9291 12.1575 11.4364 10.8163 10.5394 9.30137 9.12154 8.90683 8.71256 8.17922 5.09643 3.60856 3.54141 3.20275 2.57841 2.12935 1.5662 1.24447 1.20366 1.17899 1.16622 1.10556 1.07018 1.0636 0.959625 0.958632 0.930488 0.860576 0.79695 0.740592 0.691932 0.638476 0.506633 0.441931 0.342366 0.320512 0.12184 0.138111 0.116128 0.114202 0.110747 0.100704 0.0979905 0.0895815 0.0843627 0.0829734 0.0754167 0.0700491 0.0688382 0.0664042 0.0534483 0.052039 0.0393737 0.035192 0.0307071 0.0281165 0.0280379 0.0269778 0.0244739 0.0168449 0.0152542 0.0134623 0.0130762 0.0115694 0.00662295 0.00437599 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.953500000011449 11.132499999999938 55.805000000011212 21.523500000000244 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18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 18 35 18 18 18 18 52 18 18 18 18 18 18 18 18 21 18 18 18 18 18 split_gain=54231.1 22377.4 4664.84 797.859 604.694 591.939 141.117 86.8152 81.2236 79.1616 66.2781 60.6581 27.4291 20.5763 19.5036 11.8939 11.1888 10.5817 10.3117 9.09929 8.92355 8.71387 8.52378 8.00209 4.72729 4.17468 3.46391 3.44267 2.52325 1.81209 1.532 1.21747 1.17741 1.15336 1.14086 1.08142 1.04693 1.04048 0.938772 0.938071 0.91004 0.841845 0.779457 0.724244 0.676692 0.624452 0.495416 0.432292 0.389433 0.286321 0.316746 0.158917 0.113499 0.108279 0.103141 0.0956566 0.0829981 0.0811055 0.0778171 0.0736475 0.068689 0.0672569 0.0521052 0.051882 0.0502848 0.0384175 0.0343531 0.033022 0.0263235 0.0238137 0.0164139 0.0148549 0.0112066 0.0053148 0.0018561 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 25.953500000011449 11.132499999999938 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278 86 7591 314 678 313 362 220 335 1019 337 1966 2798 65 153 4793 125 2761 158 168 184 281 397 194 168 541 1246 720 154 478 124 159 156 167 153 2435 2358 1318 1296 1443 192 658 428 91 262 588 128 153 1010 248 112 286 985 230 279 292 1115 69 1306 1320 205 701 1052 internal_count=180673 178428 2245 897 1348 11254 364 697 533 651 1697 9557 278 86 7591 314 678 313 362 220 335 1019 337 1966 2798 65 153 4793 125 2761 158 168 184 281 397 194 168 541 1246 720 154 478 124 159 156 167 153 2435 2358 1318 1296 1443 192 658 428 91 262 588 128 153 1010 248 112 286 985 230 279 292 1115 69 1306 1320 205 701 1052 is_linear=0 shrinkage=0.01089 Tree=174 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 55 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 41 18 18 52 34 22 18 18 18 18 18 18 18 18 18 18 18 18 18 21 22 18 25 split_gain=53386 21986.5 4454.88 716.997 628.457 606.548 122.722 94.2401 93.9202 80.2408 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178534 2219 851 1368 11255 314 537 688 680 9672 1583 7884 244 70 314 374 226 311 358 1004 579 322 1788 3493 3473 4391 154 46 185 90 507 171 251 190 184 187 154 126 497 182 328 1119 669 157 140 100 2309 1550 129 1923 2082 46 168 255 1009 541 521 702 252 354 417 245 252 160 984 939 315 1370 1147 110 88 102 1150 119 is_linear=0 shrinkage=0.01089 Tree=175 num_leaves=78 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 30 57 30 23 30 30 30 30 30 30 30 30 30 30 30 30 30 30 22 30 30 30 30 30 30 30 30 52 30 30 19 30 30 3 30 30 23 30 27 30 30 30 30 30 30 30 22 23 23 30 split_gain=52230 21510.3 4358.44 701.486 614.844 593.415 120.072 92.2006 91.8866 78.5029 68.4022 59.1732 20.685 20.424 16.5893 12.3455 11.3725 10.7343 10.588 10.229 8.95708 8.47242 7.99822 7.88685 5.23405 2.96879 2.63748 2.53467 1.73703 1.44736 1.42346 1.1952 1.11435 1.09264 1.07778 1.05339 1.03549 0.947978 0.92564 0.925623 0.871576 0.865296 0.859525 0.828648 0.721716 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shrinkage=0.01089 Tree=180 num_leaves=78 num_cat=0 split_feature=24 23 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 28 24 24 24 41 23 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 23 35 24 24 24 24 24 24 24 23 23 24 52 24 24 24 24 24 24 24 24 23 24 24 23 split_gain=47007.8 19132.5 4106.39 684.109 557.793 510.227 123.812 80.6201 76.0298 73.8357 56.5274 52.1728 24.4664 17.4585 15.3931 12.1641 10.4125 9.49461 8.5924 8.47431 7.70263 7.24413 7.18612 6.00084 5.84113 4.94434 2.56936 2.1631 1.68573 1.54051 1.48304 1.40022 1.28792 1.05535 1.00839 0.953198 0.945969 0.916517 0.839449 0.815602 0.795095 0.740232 0.632667 0.50746 0.449414 0.433623 0.379732 0.37354 0.24971 0.198414 0.143177 0.132246 0.114955 0.0933854 0.0907568 0.0894157 0.0834391 0.0828886 0.0784974 0.0753458 0.0685597 0.0652285 0.0635146 0.0518799 0.051311 0.0465441 0.0437056 0.0565977 0.0435749 0.0338085 0.0281443 0.0197757 0.0193491 0.0170825 0.0110625 0.00510944 0.00470402 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2.94493 2.27188 2.23398 1.96288 1.44026 1.57856 1.36052 1.13483 1.05733 1.03956 1.0149 0.993059 0.891218 0.837103 0.763352 0.749719 0.73049 0.693788 0.681245 0.643503 0.582125 0.445728 0.427245 0.399437 0.390548 0.376911 0.252633 0.208821 0.229998 0.132188 0.128121 0.125561 0.12507 0.0794537 0.0765193 0.0647011 0.0615866 0.0574656 0.0478664 0.0417381 0.039501 0.0262914 0.0218512 0.0215213 0.0182893 0.0175703 0.0168548 0.0116516 0.00901251 0.00791743 0.00464631 0.00349659 0.00204553 0.00410206 threshold=17.421999999999574 1.0000000180025095e-35 36.132999999997999 48.061999999987172 26.507999999999814 11.313000000009199 57.405999999997228 22.242500000000295 41.58849999999439 31.312500000003642 9.5630000000128366 14.015499999999976 52.155999999988133 8.7810000000017698 63.020999999997009 19.561999999988078 28.882499999999713 39.164000000000676 12.632999999999813 33.905999999999047 44.594000000011881 10.390499999997703 24.655999999988129 15.561999999990805 8.3129999999982847 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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 7 10 12 15 17 16 13 18 27 24 25 38 36 31 34 40 44 43 37 39 32 -8 48 -5 -14 -30 54 -4 51 56 55 -18 -6 -9 69 65 -11 71 59 60 -10 -22 -21 -24 67 62 74 73 68 -19 -17 -7 -20 -32 -56 -23 -12 -45 -26 -36 -54 -13 -51 -15 76 -2 -44 -25 -50 -3 -28 -35 77 -53 right_child=2 5 3 6 9 11 14 22 20 19 21 23 28 26 -16 30 35 53 33 46 45 42 47 41 49 -27 50 -29 29 -31 57 -33 -34 75 63 -37 -38 -39 -40 -41 -42 -43 70 61 -46 -47 -48 -49 72 66 -52 52 64 -55 58 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 leaf_value=-0.0014946238732576672 0.024487561584601112 0.010984839539949665 0.052864401331138684 0.070568909341162167 0.038150727515462141 0.015450694572411043 0.089284857720812114 0.03208295074801016 0.060849624276729478 0.045381453312974329 0.012750868204582797 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internal_value=0 -0.000595287 0.0480935 0.0658782 0.0370961 0.0127621 0.0776635 0.0306667 0.0587863 0.0439828 0.0118349 0.0184331 0.0744403 0.0114425 0.0896623 0.0273763 0.0408929 0.0553201 0.0170412 0.0480593 0.0636552 0.0136145 0.0344781 0.0211382 0.0108778 0.0860524 0.0118925 0.072046 0.0783296 0.0798076 0.0291093 0.0537428 0.0104736 0.0180411 0.0160964 0.0426302 0.0391228 0.0329864 0.0255365 0.0201622 0.0463413 0.0224689 0.0144486 0.013094 0.0617495 0.0661746 0.0501449 0.0360303 0.0116845 0.0111259 0.0121855 0.0105116 0.0104851 0.0577476 0.0282593 0.0156606 0.0176331 0.0302016 0.0287775 0.0141242 0.0128699 0.0134287 0.0109628 0.0166382 0.0105688 0.0196814 0.0112609 0.0115542 0.0102026 0.0248903 0.0148439 0.0219682 0.0118329 0.0113102 0.0120831 0.0186757 0.010032 0.0099488 internal_weight=0 178357 2209 844 1365 11251 317 706 527 659 9670 1581 250 7923 67 379 375 308 1044 284 219 1747 327 537 3514 44 4409 155 95 56 195 187 1337 507 537 189 186 167 184 310 156 227 671 1076 125 94 128 160 2579 2177 1830 1317 1275 121 110 298 309 85 58 369 645 431 987 239 983 180 1190 1374 292 107 302 142 1205 42 1169 198 108 87 internal_count=180566 178357 2209 844 1365 11251 317 706 527 659 9670 1581 250 7923 67 379 375 308 1044 284 219 1747 327 537 3514 44 4409 155 95 56 195 187 1337 507 537 189 186 167 184 310 156 227 671 1076 125 94 128 160 2579 2177 1830 1317 1275 121 110 298 309 85 58 369 645 431 987 239 983 180 1190 1374 292 107 302 142 1205 42 1169 198 108 87 is_linear=0 shrinkage=0.01089 Tree=184 num_leaves=79 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 35 23 18 18 52 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 34 18 18 18 23 18 18 23 18 18 18 18 18 18 32 22 18 18 18 18 21 18 18 18 27 18 22 18 53 split_gain=42677.7 17450.8 3827.99 681.041 474.088 445.674 108.619 85.6317 66.1691 58.168 47.2068 47.1063 22.3071 15.2242 14.2841 12.9739 10.7419 7.39594 7.2546 7.13557 6.71391 6.70679 6.57181 5.54307 4.26401 2.34733 2.21115 1.93383 1.63577 1.4453 1.28109 1.23394 1.1173 0.896853 0.81024 0.780799 0.780212 0.74069 0.69942 0.689181 0.654973 0.627223 0.594069 0.571522 0.546707 0.480305 0.472573 0.459216 0.397752 0.240631 0.246481 0.231915 0.180671 0.105467 0.0904454 0.0766881 0.0709135 0.0619635 0.0586762 0.0553363 0.0552512 0.0472655 0.0435901 0.0401054 0.0395672 0.0393089 0.0273768 0.0243831 0.0235935 0.0173828 0.0145579 0.0131869 0.0122538 0.0119453 0.00985565 0.00460818 0.00197611 0.00134904 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 47.344000000011881 25.188000000012838 11.132499999999938 57.405999999997228 40.828499999999629 30.172000000000484 21.030999999988129 13.561999999987167 9.4535000000123564 52.155999999988133 8.7030000000122545 65.257999999998006 37.781000000002685 27.469000000000054 43.530999999988133 15.015499999999976 18.844000000011878 12.218999999999143 32.562000000001724 23.030999999988129 10.187500000000002 49.406000000002685 9.0309999999994961 8.3129999999982847 59.780999999988133 54.405999999988133 29.194999999999713 39.164000000000676 6.9060000000026784 36.609499999998668 14.273500000000015 12.882999999999813 26.507999999999814 17.687499999985452 10.687999999996466 19.890500000000433 45.156499999999149 11.562500000000002 15.765499999999976 31.312500000003642 23.88249999999994 9.8125000000000018 41.968500000002685 22.242500000000295 33.905999999999047 9.2425000000002928 7.5309999999881265 8.0629999999982847 8.5154999999995216 8.8590000000021991 9.3125000000000018 12.507499999999711 10.484499999996844 16.265499999999978 28.5630000000092 9.6175000000002928 11.882499999999711 13.890999999999623 9.3675000000002928 9.9894999999996816 7.9770000000007721 21.655999999988129 8.1879999999973752 18.242500000000295 13.148999999999662 10.937999999997375 1.0921264235405121 14.640500000000431 8.936999999987167 8.6300000000001109 0.56984553038505503 9.1255000000001036 25.771000000000644 8.4379999999973752 51.905999999988133 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 12 15 16 19 20 13 24 26 27 32 35 45 33 36 40 42 46 44 77 52 31 -8 -14 57 -17 -3 -4 60 54 75 -2 55 -21 -19 -7 -20 -10 -24 58 -9 64 -23 74 -33 63 76 -15 65 -22 -25 -43 -18 -13 -42 -12 -50 -46 -51 -11 -52 -38 -36 -39 -40 -35 -54 -53 -65 -27 -6 -28 -5 right_child=2 5 3 6 8 10 14 17 21 22 18 23 28 25 -16 30 29 39 41 38 34 47 43 37 -26 48 51 -29 -30 -31 -32 49 -34 70 67 -37 66 68 69 -41 59 56 -44 -45 62 -47 -48 -49 61 50 53 72 71 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 73 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 leaf_value=-0.0014783473607430059 0.023541435219555411 0.0077187381666378278 0.050543305447939058 0.06716788941786965 0.035623154514292446 0.014970848622753462 0.082114832157319503 0.057821113794151946 0.043215506882009987 0.029581579760562932 0.01846381195465828 0.012341958867613197 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432 125 132 588 253 238 1206 536 301 93 967 110 231 290 85 162 1297 1089 250 1312 107 701 78 internal_count=180617 178336 2281 919 1362 11193 341 578 685 677 1654 9539 271 7693 70 357 401 221 656 364 998 284 313 1846 177 4573 3120 50 94 214 171 1330 186 400 502 187 197 722 167 122 496 256 155 168 1124 99 145 129 2518 1309 1288 1790 2055 987 271 432 125 132 588 253 238 1206 536 301 93 967 110 231 290 85 162 1297 1089 250 1312 107 701 78 is_linear=0 shrinkage=0.01089 Tree=185 num_leaves=77 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 30 30 23 30 30 30 30 30 30 30 30 30 30 30 30 55 23 30 30 52 30 30 30 30 30 30 30 30 30 30 30 30 30 23 30 30 30 34 19 30 30 19 3 30 30 23 30 30 30 30 30 30 30 30 30 29 30 30 30 30 30 30 30 53 split_gain=41753.6 17072.9 3745.11 666.306 463.821 436.024 106.274 83.7789 64.7358 56.9081 46.1848 46.0862 21.8242 14.8942 13.9751 12.6927 10.509 7.2353 7.09744 6.98101 6.56848 6.56144 6.42905 5.42301 4.17062 2.29674 2.16313 1.92586 1.5998 1.41374 1.25302 1.2071 1.0929 0.877366 0.792616 0.763636 0.763243 0.724594 0.684218 0.677738 0.640735 0.613586 0.58099 0.56108 0.534804 0.469315 0.46217 0.449094 0.35185 0.235415 0.241472 0.226832 0.203956 0.160754 0.158595 0.0883996 0.0749623 0.0692511 0.0681164 0.060457 0.0573401 0.0540594 0.0539648 0.0461982 0.0425824 0.0270554 0.0251004 0.0247399 0.0237647 0.0230111 0.0212216 0.0141486 0.0119353 0.00399488 0.00187899 0.000847533 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 47.344000000011881 25.188000000012838 11.132499999999938 57.405999999997228 40.828499999999629 30.172000000000484 21.030999999988129 13.561999999987167 9.4535000000123564 52.155999999988133 8.7030000000122545 65.257999999998006 37.781000000002685 27.469000000000054 43.530999999988133 15.015499999999976 18.844000000011878 12.218999999999143 32.562000000001724 23.030999999988129 10.187500000000002 49.406000000002685 9.0470000000013915 8.3129999999982847 19.808958762886721 54.405999999988133 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2196 1039 280 337 146 2795 149 4473 48 189 2775 215 426 71 1441 192 503 173 755 536 170 165 123 257 153 156 127 172 2373 1254 2100 1521 124 194 71 429 671 326 90 255 928 248 292 326 232 770 109 235 905 301 1312 1032 114 489 133 1150 52 1061 91 is_linear=0 shrinkage=0.01089 Tree=188 num_leaves=76 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 38 18 18 18 52 18 18 18 18 23 23 18 18 18 18 21 18 18 18 18 18 37 18 18 3 18 53 52 split_gain=38879.8 15965.8 3458.58 616.249 430.057 405.685 107.615 66.4452 60.6509 52.3645 43.3026 43.2334 19.5714 17.1854 14.0712 9.76331 8.07134 7.60109 6.89257 6.52774 6.48492 6.20357 5.88642 5.16681 3.31413 2.33268 2.19534 2.07975 1.53943 1.19919 0.981115 0.891575 0.788204 0.783849 0.747345 0.699359 0.695135 0.674391 0.673983 0.608823 0.600803 0.566303 0.557992 0.551427 0.540484 0.498803 0.442285 0.314151 0.307243 0.279792 0.244933 0.157362 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12.757499999999711 39.164000000000676 24.187500000003642 30.968500000002681 15.765499999999976 44.594000000011881 9.8125000000000018 22.242500000000295 9.1872500000026793 8.5154999999995216 9.2425000000002928 8.8755000000001036 7.5309999999881265 8.0155000000004311 13.148999999999662 10.484499999996844 14.550999999999137 41.968500000002685 16.265499999999978 9.6175000000002928 11.953500000012356 9.9894999999996816 9.3205000000107265 1.3703729419383153 8.1559999999881274 11.382499999999711 8.436999999987167 10.885000000002039 8.804499999989277 31.091923076923059 18.530999999988129 8.9925000000002928 10.500000000000002 8.6300000000001109 50.453000000001346 7.8669999999997353 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 13 15 16 19 21 14 24 25 27 29 33 42 56 35 32 34 46 45 47 73 50 30 -15 -4 51 -19 -12 -6 64 -2 -18 54 -21 -23 -17 -24 -10 -22 -20 58 -11 -8 65 -28 67 -3 71 -41 -25 -34 -9 -45 -13 -36 -47 -51 -40 -54 -7 74 -39 -16 -30 -37 -52 -53 -50 -5 -29 right_child=2 5 3 6 8 10 12 18 17 22 20 23 -14 28 26 40 36 31 44 38 43 39 41 37 -26 -27 49 48 68 -31 -32 -33 55 -35 59 69 -38 66 62 53 -42 -43 -44 57 -46 60 -48 -49 72 61 70 52 63 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 leaf_value=-0.0014149949996885029 0.022548253228141513 0.010630611403887765 0.048311151292387777 0.063028024197152019 0.034290463916332552 0.014252023472928983 0.079642019527803462 0.055336679726542527 0.040838997132191635 0.028604561900816641 0.017804245205238305 0.011814925029012595 0.092277230195603036 0.0695975183589881 0.010741733867010043 0.05207592272300151 0.03776691521863243 0.044397901846621388 0.059532841620584774 0.02550990521315934 0.020019124779055535 0.016001844455854293 0.031525200113469917 0.012947499424849396 0.083957693410607825 0.06780786082045008 0.011290197426100584 0.010605914582312746 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shrinkage=0.01089 Tree=189 num_leaves=78 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 27 24 24 24 24 24 24 24 33 24 24 24 24 24 24 24 24 24 24 34 24 24 24 24 24 23 23 24 24 24 24 24 52 24 24 24 24 24 24 24 24 24 24 22 12 29 split_gain=38038 15620 3383.71 602.92 420.743 396.901 105.292 65.0075 59.3376 51.23 42.3649 42.2972 19.1475 16.8133 13.7662 9.55179 7.89636 7.43631 6.74285 6.38633 6.34449 6.0691 5.75873 5.05489 3.24209 2.2814 2.14815 2.03485 1.50569 1.17301 0.87215 0.825381 0.771078 0.766672 0.731088 0.684139 0.679923 0.659729 0.659326 0.614929 0.595835 0.587517 0.556665 0.545699 0.539428 0.528574 0.487939 0.432606 0.360326 0.312765 0.263512 0.166786 0.138228 0.0702053 0.0648194 0.0607112 0.0593695 0.0557717 0.0513559 0.0491446 0.0441297 0.0428915 0.0421749 0.0332652 0.033046 0.0308415 0.0258032 0.0252066 0.0224599 0.0144676 0.0104954 0.0103236 0.00925257 0.0084309 0.00555683 0.00516098 0.00508536 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24 24 24 21 24 24 41 24 23 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 24 44 24 24 24 23 24 24 24 46 24 24 52 3 24 24 24 24 24 24 24 3 44 24 24 24 22 24 23 split_gain=37775 15333.9 3267.2 549.18 446.864 405.196 84.6841 75.0702 69.8688 52.5017 47.5808 38.8127 16.0086 13.9144 12.2354 10.4463 9.44153 8.56566 7.66179 7.65787 7.18495 6.83754 6.11856 4.98806 4.94752 1.87781 1.87293 1.63295 1.52517 1.24139 1.10857 1.10751 1.09811 1.06508 1.00601 0.921571 0.739201 0.725878 0.661143 0.650265 0.535084 0.534449 0.528038 0.493902 0.484247 0.416535 0.395908 0.316848 0.261626 0.165261 0.159446 0.155523 0.150363 0.144881 0.11462 0.0955497 0.0832199 0.0653994 0.0618475 0.058524 0.0507749 0.0492909 0.0450503 0.0409866 0.0322493 0.030824 0.0248729 0.0208837 0.019742 0.0192365 0.0143306 0.0137611 0.0114723 0.0106519 0.00953497 0.00256688 0.00114314 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 48.061999999987172 25.655999999988129 11.062999999997375 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316 363 1030 222 3519 343 322 1769 541 48 150 118 3497 4377 182 492 538 178 179 154 255 185 118 1108 661 181 162 141 286 164 131 104 2256 1610 46 1590 71 2121 1887 770 307 740 172 680 238 428 95 66 345 132 254 231 936 316 820 83 1320 800 154 78 1309 107 1163 724 internal_count=180759 178543 2216 875 11236 1341 337 538 656 685 9665 1571 268 7896 69 313 316 363 1030 222 3519 343 322 1769 541 48 150 118 3497 4377 182 492 538 178 179 154 255 185 118 1108 661 181 162 141 286 164 131 104 2256 1610 46 1590 71 2121 1887 770 307 740 172 680 238 428 95 66 345 132 254 231 936 316 820 83 1320 800 154 78 1309 107 1163 724 is_linear=0 shrinkage=0.01089 Tree=199 num_leaves=82 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 40 18 18 18 18 55 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 23 18 21 41 18 22 18 18 52 18 23 18 21 52 18 18 19 18 18 23 22 18 18 18 18 18 22 26 28 22 18 18 18 40 split_gain=30747.2 12682.9 2560.64 445.583 351.617 341.534 76.811 49.0136 47.5785 46.3321 40.2197 35.3346 16.4324 12.3514 10.4885 7.05773 6.28537 6.15588 5.9841 5.58434 5.46631 5.01359 4.96501 4.5967 4.08831 2.19631 2.0538 1.88547 1.7375 1.54719 0.877603 0.773452 0.714383 0.698301 0.597118 0.578544 0.572466 0.563139 0.540691 0.507665 0.484778 0.456828 0.44929 0.411703 0.345158 0.342535 0.295778 0.278601 0.274894 0.267778 0.233715 0.201781 0.184693 0.140269 0.129411 0.123004 0.0970906 0.0608146 0.0573505 0.0557855 0.0538268 0.052408 0.0452615 0.0404014 0.0353724 0.0292315 0.0270164 0.0252989 0.0248846 0.0236166 0.0190812 0.0174001 0.017099 0.0140602 0.0127928 0.01084 0.00904193 0.00860374 0.00822182 0.00694875 0.00514218 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.313000000009199 26.234999999998767 57.405999999997228 40.828499999999629 30.507499999999713 21.898499999999334 9.5625000000000018 14.015499999999976 51.437500000000007 8.7574999999997107 63.020999999997009 33.257499999999716 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18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 18 22 18 18 18 18 18 18 18 18 41 18 18 18 18 18 18 18 18 18 21 18 18 47 18 18 57 18 23 22 18 33 52 23 18 18 18 18 22 18 18 18 18 18 18 18 18 18 18 18 22 18 26 52 split_gain=30110.7 12409.4 2609.8 486.71 328.471 314.145 82.9315 49.3763 43.3669 42.5774 35.3914 35.2205 21.4008 11.4174 9.35094 7.47951 6.02822 5.52843 5.26519 5.14754 4.87254 4.62562 4.3711 4.36414 3.9797 3.52832 1.9337 1.8967 1.58349 1.16023 0.889023 0.753279 0.710438 0.655776 0.57521 0.552281 0.50036 0.497483 0.49103 0.488582 0.469319 0.467222 0.455857 0.452736 0.432797 0.372445 0.345636 0.341081 0.308688 0.290735 0.282935 0.201995 0.170256 0.131295 0.118708 0.111482 0.069404 0.0587992 0.0585605 0.0576339 0.0560809 0.0499057 0.0490626 0.0477993 0.0475221 0.0439565 0.0437848 0.0429893 0.0333685 0.0316455 0.0291134 0.0283582 0.0231114 0.0198912 0.0196403 0.00908414 0.00880933 0.00295499 0.00249409 0.00225833 0.00320253 threshold=17.101500000002492 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1413 1656 2390 2183 1636 85 123 590 49 638 514 128 260 360 112 226 108 265 899 85 83 248 131 1404 226 150 1170 1220 85 62 576 313 96 1060 internal_count=180511 178243 2268 885 1383 11221 340 693 545 690 9592 1629 114 7691 226 313 380 322 223 358 630 332 999 1901 41 3118 4573 3093 125 101 181 170 73 192 376 525 188 163 1228 195 254 158 673 474 164 126 162 132 97 1437 1413 1656 2390 2183 1636 85 123 590 49 638 514 128 260 360 112 226 108 265 899 85 83 248 131 1404 226 150 1170 1220 85 62 576 313 96 1060 is_linear=0 shrinkage=0.01089 Tree=203 num_leaves=86 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 52 21 24 19 24 23 24 35 24 24 24 24 24 24 24 24 24 24 24 24 24 23 24 24 34 21 24 24 23 24 24 33 21 23 24 24 22 24 24 24 24 24 24 22 24 24 24 24 34 35 23 22 28 24 24 24 53 22 24 24 24 split_gain=28528.1 11573.2 2443.81 412.426 334.968 306.63 68.7646 48.8667 47.0191 44.1522 34.0711 31.601 18.3751 10.4534 6.70913 6.33782 5.83993 5.67809 5.24011 5.17776 5.10222 4.81695 4.38231 4.36454 3.4166 3.18002 1.54133 1.26169 0.926067 0.812566 0.758725 0.721105 0.694509 0.643724 0.584143 0.572962 0.563996 0.544411 0.5397 0.528698 0.526038 0.477728 0.447706 0.431999 0.374751 0.334173 0.333856 0.305335 0.244193 0.238131 0.222593 0.201 0.172482 0.165842 0.153587 0.103731 0.0731018 0.0685945 0.0677058 0.0540334 0.051089 0.0631794 0.0493384 0.0472218 0.0468785 0.041113 0.0384796 0.0335732 0.0334364 0.0331436 0.0317949 0.0304776 0.0290253 0.0227439 0.0214277 0.0188128 0.0208989 0.0155699 0.0141121 0.0129013 0.00912308 0.00866512 0.00802003 0.00767707 0.00683329 threshold=17.101500000002492 1.0000000180025095e-35 35.827499999988511 47.344000000011881 25.953500000011449 11.24200000000201 54.156499999999149 30.507499999999713 40.828499999999629 21.523500000000244 9.4535000000123564 13.773500000000015 61.289000000002495 8.7030000000122545 50.780999999988133 33.257499999999716 28.13249999999994 38.187500000000007 44.030999999988133 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2297 1636 85 57 123 590 638 514 126 276 240 260 360 112 85 211 265 899 1497 83 96 131 85 55 105 1170 574 49 78 313 1127 1062 is_linear=0 shrinkage=0.01089 Tree=204 num_leaves=85 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 21 18 18 18 18 23 41 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 50 18 18 18 18 59 18 18 18 18 23 57 23 18 18 18 18 18 18 18 18 18 46 18 22 18 18 22 18 18 18 18 18 22 18 22 18 23 18 23 46 18 split_gain=27774 11336.3 2397.57 441.741 300.658 291.672 79.5961 44.0921 38.7937 38.7033 33.2703 30.9218 17.7038 10.4044 10.2763 6.64052 5.55286 5.16476 4.79648 4.45902 4.44155 4.21769 4.18688 4.16235 3.83056 2.83198 2.17768 1.7585 1.52839 1.22307 0.800021 0.732244 0.638328 0.628789 0.596508 0.575557 0.542038 0.479514 0.467151 0.449685 0.432535 0.431365 0.407823 0.367163 0.332217 0.295661 0.279669 0.227258 0.190631 0.180631 0.14485 0.139085 0.138143 0.115545 0.0802617 0.0603822 0.0557005 0.0552325 0.0504316 0.0484735 0.0420075 0.0420059 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1915 225 306 144 49 151 4574 3099 225 185 179 189 284 523 190 1207 708 357 466 157 74 166 124 139 140 75 2382 2192 1753 1346 101 88 124 117 327 645 562 160 108 264 109 349 1019 295 80 247 997 108 219 164 259 359 1402 80 1172 88 1210 93 1075 193 678 657 internal_count=180851 178583 2268 931 11238 1337 364 567 667 670 9608 1630 295 7693 69 342 379 364 641 288 3119 989 1915 225 306 144 49 151 4574 3099 225 185 179 189 284 523 190 1207 708 357 466 157 74 166 124 139 140 75 2382 2192 1753 1346 101 88 124 117 327 645 562 160 108 264 109 349 1019 295 80 247 997 108 219 164 259 359 1402 80 1172 88 1210 93 1075 193 678 657 is_linear=0 shrinkage=0.01089 Tree=205 num_leaves=85 num_cat=0 split_feature=30 19 30 30 30 30 30 30 30 30 30 30 30 30 23 30 30 30 30 30 21 30 30 30 30 23 30 23 30 30 30 30 30 30 30 30 30 30 30 30 30 30 49 30 30 30 30 59 30 30 30 34 30 23 57 33 23 30 30 34 30 22 30 30 30 30 32 30 30 30 22 23 30 30 30 30 53 22 30 23 30 52 30 30 split_gain=27172.6 11090.8 2345.66 432.184 294.15 285.354 77.8771 43.1379 37.9539 37.8652 32.5498 30.2525 17.3203 10.1788 10.0539 6.49658 5.43229 5.0529 4.69461 4.36233 4.34524 4.1263 4.0962 4.07186 3.74741 2.77074 1.71985 1.55428 1.49548 1.19652 0.782606 0.716203 0.628235 0.614969 0.609607 0.563028 0.530156 0.469079 0.456976 0.423102 0.421813 0.415306 0.390654 0.35902 0.324704 0.289158 0.273523 0.221903 0.210596 0.149282 0.141659 0.140702 0.188709 0.134876 0.112926 0.0823584 0.0784197 0.0589787 0.053986 0.0539073 0.0492885 0.0490013 0.0410339 0.0399595 0.0399284 0.0394036 0.0313211 0.0313191 0.0292005 0.0277297 0.0268572 0.0266971 0.0255373 0.0236715 0.020972 0.0204573 0.0193353 0.0157937 0.0149072 0.00738229 0.00529137 0.00443333 0.00586022 0.00284362 threshold=17.101500000002492 1.0000000180025095e-35 34.969000000011881 46.030999999988133 11.24200000000201 25.655999999988129 57.405999999997228 40.453500000014181 30.172000000000484 21.523500000000244 9.4535000000123564 13.632999999997994 50.780999999988133 8.7030000000122545 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106 51 39 54 20 135 175 50 37 47 76 20 1130 21 24 84 74 81 91 150 84 341 158 109 75 31 27 78 74 44 54 50 773 515 747 54 462 57 23 51 70 57 306 84 221 50 114 55 191 93 254 438 112 554 36 91 110 69 139 184 21 26 728 23 328 379 278 546 leaf_count=167345 60 22 101 25 120 72 29 44 55 60 339 134 70 444 20 82 106 51 39 54 20 135 175 50 37 47 76 20 1130 21 24 84 74 81 91 150 84 341 158 109 75 31 27 78 74 44 54 50 773 515 747 54 462 57 23 51 70 57 306 84 221 50 114 55 191 93 254 438 112 554 36 91 110 69 139 184 21 26 728 23 328 379 278 546 internal_value=0 -0.000471384 0.037461 0.050733 0.0100011 0.0282185 0.059997 0.0447836 0.0332616 0.023197 0.00927538 0.0142787 0.0575467 0.00895901 0.0704517 0.0423349 0.0309897 0.0208193 0.0161226 0.0362488 0.00847885 0.0130833 0.0105462 0.0485012 0.0260237 0.0602923 0.0549202 0.0676549 0.00928639 0.00851152 0.0198009 0.0409138 0.0351704 0.0296586 0.0153627 0.0124161 0.0323103 0.0101591 0.0112056 0.0138315 0.0440034 0.0172789 0.0619222 0.027148 0.0498887 0.0224643 0.0246865 0.0535639 0.00947992 0.0090834 0.00870028 0.00826553 0.00825022 0.0467874 0.0228997 0.0265798 0.0177604 0.0191514 0.00995363 0.0205004 0.0103945 0.0345303 0.0127797 0.0380122 0.0114942 0.0149845 0.00800413 0.00958434 0.0135073 0.00832463 0.0290469 0.0168166 0.0141956 0.015897 0.0120442 0.0109243 0.0234351 0.0251829 0.00899335 0.0179708 0.00878259 0.00856945 0.00855816 0.00918266 internal_weight=0 178583 2268 931 11238 1337 364 567 667 670 9608 1630 295 7693 69 342 379 364 641 288 3119 989 1915 225 306 144 151 49 4574 3099 225 185 179 189 387 523 190 1207 708 466 157 254 74 166 124 139 140 75 2341 2233 1753 1346 1324 101 88 88 124 117 645 108 562 105 264 109 349 227 308 1211 247 1016 108 130 219 160 259 359 44 80 1172 93 1075 678 657 1061 internal_count=180851 178583 2268 931 11238 1337 364 567 667 670 9608 1630 295 7693 69 342 379 364 641 288 3119 989 1915 225 306 144 151 49 4574 3099 225 185 179 189 387 523 190 1207 708 466 157 254 74 166 124 139 140 75 2341 2233 1753 1346 1324 101 88 88 124 117 645 108 562 105 264 109 349 227 308 1211 247 1016 108 130 219 160 259 359 44 80 1172 93 1075 678 657 1061 is_linear=0 shrinkage=0.01089 Tree=206 num_leaves=81 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 18 57 18 18 18 18 18 18 18 37 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 58 64 18 52 18 18 21 18 20 18 18 18 18 18 18 18 64 18 18 18 18 18 18 18 18 18 18 18 split_gain=26540.2 10963.6 2223.07 379.339 305.756 292.517 65.3383 42.8453 39.6202 39.4336 33.701 31.9597 14.6523 10.4219 8.2878 7.16804 5.58223 5.18542 5.04641 4.5189 4.45188 4.42916 3.92101 3.69509 3.58194 2.21977 1.83473 1.75093 1.64713 1.15682 0.843983 0.792335 0.738823 0.651652 0.606756 0.567428 0.546732 0.472286 0.468718 0.426331 0.419276 0.37849 0.348253 0.324823 0.302298 0.276233 0.221275 0.220266 0.219837 0.20074 0.180859 0.171912 0.154438 0.101145 0.0793892 0.0766679 0.0615917 0.053972 0.0499016 0.0482556 0.0468923 0.0455527 0.0419807 0.038363 0.0376732 0.0330122 0.0320099 0.0294372 0.029411 0.0283013 0.0238365 0.0234463 0.0195118 0.0162197 0.0153665 0.0133024 0.0119527 0.0087979 0.00171973 0.00165105 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 47.344000000011881 11.257500000003349 26.234999999998767 57.405999999997228 41.58849999999439 30.968500000002681 21.523500000000244 9.5079999999998126 13.890999999999623 51.437500000000007 8.7030000000122545 63.020999999997009 38.687500000000007 28.13249999999994 23.398500000000016 12.507499999999711 33.257499999999716 1.5026019100220569 15.398499999999332 10.312500000000002 19.163999999999991 44.594000000011881 19.003185028609508 54.156499999999149 48.83649999999944 9.0940000000005075 8.3829999999998126 29.453500000012358 37.405999999988133 24.890499999999978 31.091923076923059 13.148999999999662 11.882499999999711 16.405999999988129 20.210999999999334 10.770000000004076 14.640500000000431 32.093499999988133 42.655999999999047 9.8830000000016316 40.06199999999081 18.530999999988129 26.765999999999625 7.5309999999881265 8.1559999999881274 9.2574999999999381 8.8909999999978044 34.437499999985455 22.242500000000295 8.7574999999997107 8.4769999999987267 8.570500000011636 7.6324999999997098 13.561999999987167 11.562500000000002 1.6797321587048573 15.765499999999976 8.0040000000001346 9.7030000000122545 24.187500000003642 7.6324999999997098 12.140999999999623 11.007500000003349 14.273500000000015 7.7579999999998117 8.1875000000027303 10.062500000000002 10.510500000000322 12.882999999999813 8.2575000000006202 8.804499999989277 8.9925000000002928 9.186999999987167 9.3675000000002928 17.905999999988129 8.4455000000120908 15.015499999999976 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 7 10 9 12 15 16 23 13 18 27 20 25 31 45 51 35 40 29 39 42 44 41 -8 52 -5 49 46 -18 -4 62 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884 11298 1333 341 543 655 678 9658 1640 273 7848 68 341 372 349 1050 283 3130 590 1810 329 202 46 118 155 4718 3110 209 187 215 47 515 535 258 165 714 332 155 125 1096 154 164 163 1560 1540 2251 2467 128 134 71 77 1550 1008 260 281 85 170 532 630 116 126 254 356 201 104 88 466 358 255 988 1215 1252 1329 922 110 771 131 is_linear=0 shrinkage=0.01089 Tree=207 num_leaves=83 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 40 18 18 18 18 18 57 18 18 18 18 18 37 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 21 18 18 18 64 18 40 18 18 23 21 18 63 23 18 18 23 18 18 18 64 18 18 22 22 22 18 26 18 18 18 18 22 18 split_gain=25965.6 10726.1 2174.94 371.134 299.139 286.181 63.9272 41.9252 38.7624 38.5792 34.4038 29.9954 14.3365 10.4778 8.10815 5.4665 5.36781 5.07298 4.91354 4.86213 4.50314 4.42093 4.33323 3.79806 3.61498 2.17133 1.79502 1.7125 1.43423 1.33265 0.723553 0.637371 0.609282 0.593544 0.534856 0.528804 0.526036 0.502806 0.462001 0.458951 0.417042 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30 30 30 30 30 30 30 22 30 43 30 20 30 3 30 30 41 23 30 30 30 30 30 30 30 30 30 30 30 21 30 34 30 23 30 30 30 30 41 30 22 30 22 30 30 46 35 30 30 21 30 30 30 22 32 22 30 30 30 30 30 30 30 30 23 22 split_gain=24291.7 9881.47 2142.17 366.691 283.635 255.416 61.2641 42.9116 39.8134 36.8751 27.0791 27.0146 18.5474 8.734 6.18437 6.02832 5.78412 5.4077 5.0344 4.87425 4.71534 4.12406 3.77474 3.59639 3.31364 3.14619 1.52779 1.18955 0.832342 0.799918 0.776696 0.761528 0.660307 0.616305 0.562065 0.529745 0.521708 0.520207 0.481521 0.463671 0.459811 0.416701 0.409842 0.407402 0.369866 0.360508 0.341896 0.299777 0.252874 0.251306 0.238375 0.209394 0.196356 0.190582 0.168327 0.16396 0.122159 0.0769989 0.0743186 0.0654072 0.0532953 0.0448329 0.0425697 0.0415573 0.0397193 0.0357703 0.0306047 0.0299313 0.0291731 0.0273561 0.0217234 0.0216043 0.0213612 0.0181483 0.0160819 0.0125007 0.0122699 0.0110308 0.0077356 0.00594499 0.00512108 0.00373621 0.00330657 0.0030435 threshold=16.687500000002732 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224 272 1103 92 996 1314 1318 208 130 104 1060 71 295 is_linear=0 shrinkage=0.01089 Tree=212 num_leaves=81 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 41 18 18 52 18 18 18 18 18 18 23 18 18 18 18 18 18 50 18 18 18 18 18 18 18 18 40 21 18 52 43 18 18 18 18 18 18 23 33 18 18 18 26 3 18 18 52 18 18 22 18 18 23 18 22 split_gain=23378.7 9542.79 1968.7 344.008 261.707 254.165 54.4144 45.9089 38.6725 31.9092 28.4244 27.0656 10.8257 9.62765 8.66897 6.4833 5.17428 4.97277 4.50455 4.31435 3.94052 3.7675 3.46099 3.33257 1.58891 1.40223 1.23368 1.09019 1.05242 0.966194 0.764594 0.567316 0.54126 0.482978 0.482868 0.460133 0.456108 0.4526 0.412128 0.397618 0.397297 0.3834 0.361932 0.357913 0.351873 0.317703 0.313338 0.246477 0.231868 0.194911 0.193687 0.181735 0.188393 0.130515 0.121293 0.0977735 0.086896 0.0744582 0.0723565 0.0698645 0.0541286 0.0384645 0.0336364 0.027233 0.0251841 0.0242605 0.0230283 0.0207939 0.0198266 0.0197261 0.0189568 0.0148619 0.0166054 0.0144249 0.00917359 0.0084703 0.00844001 0.0042074 0.00304314 0.00146596 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 48.061999999987172 11.257500000003349 25.953500000011449 57.405999999997228 41.58849999999439 30.507499999999713 21.523500000000244 9.5079999999998126 13.890999999999623 52.155999999988133 65.257999999998006 8.7810000000017698 38.687500000000007 28.13249999999994 32.921500000000385 44.594000000011881 12.507499999999711 23.88249999999994 15.398499999999332 19.561999999988078 10.312500000000002 8.3129999999982847 60.054499999987463 50.218499999999047 9.0940000000005075 6.9060000000026784 54.156499999999149 36.969000000011881 22.585500000000142 13.265500000000431 11.765499999999976 18.530999999988129 46.141000000010543 27.156499999997326 16.405999999988129 29.453500000012358 10.770000000004076 31.811999999987169 14.550999999999137 9.3129999999969204 33.905999999999047 42.655999999999047 9.8830000000016316 40.06199999999081 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152 4310 1343 94 194 168 514 532 188 100 191 243 186 687 152 326 47 154 124 1082 151 162 144 2277 2187 1323 1299 1278 47 58 2033 71 307 318 160 620 163 85 462 341 1382 805 296 982 346 784 764 1379 86 225 898 196 1283 83 is_linear=0 shrinkage=0.01089 Tree=213 num_leaves=83 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 51 18 18 18 52 18 18 18 18 18 18 18 18 44 18 18 18 18 18 18 18 18 18 18 18 18 18 40 19 44 18 52 18 18 18 18 18 64 5 18 18 18 18 19 18 18 52 18 25 28 34 18 18 18 64 35 18 18 split_gain=22872.5 9336.1 1926.09 336.567 256.04 248.659 53.2387 44.9161 37.8352 31.2181 27.8089 26.4796 10.5929 8.48105 8.0847 6.34282 5.06208 4.86491 4.40724 4.22086 3.85485 3.68588 3.38621 3.26038 2.17882 1.55443 1.20672 1.06653 1.02955 0.944995 0.7478 0.554914 0.529491 0.472449 0.472333 0.446111 0.442713 0.430748 0.40306 0.399119 0.388953 0.388531 0.375048 0.349919 0.34398 0.310778 0.306341 0.241013 0.226776 0.190686 0.189437 0.177789 0.163228 0.15806 0.119163 0.11845 0.0849704 0.0707296 0.0682864 0.0528697 0.0376531 0.0361662 0.027725 0.0245901 0.0236771 0.0234476 0.0224877 0.0195077 0.0194085 0.0185803 0.0144499 0.0163284 0.0135571 0.0122956 0.0350812 0.0119401 0.0103677 0.0082299 0.00724377 0.00599728 0.00293552 0.00114293 threshold=17.421999999999574 1.0000000180025095e-35 35.827499999988511 48.061999999987172 11.257500000003349 25.953500000011449 57.405999999997228 41.58849999999439 30.507499999999713 21.523500000000244 9.5079999999998126 13.890999999999623 52.155999999988133 8.7810000000017698 63.020999999997009 38.687500000000007 28.13249999999994 32.921500000000385 44.594000000011881 12.507499999999711 23.88249999999994 15.398499999999332 19.561999999988078 10.312500000000002 19.053939819740361 8.3129999999982847 50.218499999999047 9.0940000000005075 6.9060000000026784 54.156499999999149 36.969000000011881 22.585500000000142 13.265500000000431 11.765499999999976 18.530999999988129 27.156499999997326 16.405999999988129 25.062500000010917 29.453500000012358 46.030999999988133 10.770000000004076 31.811999999987169 14.550999999999137 33.905999999999047 42.655999999999047 9.8830000000016316 40.06199999999081 24.890499999999978 20.515500000000007 9.2574999999999381 8.561999999987167 7.5309999999881265 8.8087500000001473 16.328500000012358 8.0629999999982847 8.7574999999997107 8.9690000000027812 12.140999999999623 12.882999999999813 15.765499999999976 9.6875000000000018 8.1875000000027303 -0.68096195430208828 10.062500000000002 10.937999999997375 15.015499999999976 8.6300000000001109 9.0232499999992815 8.1879999999973752 10.510500000000322 7.6324999999997098 8.4455000000120908 7.9491249999970259 22.062500000010917 18.421499999987649 9.1255000000001036 9.3904999999977026 11.461000000000697 7.6324999999997098 13.601499999999762 8.8755000000001036 18.242500000000295 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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3530 152 4310 1343 94 194 168 514 532 188 191 243 47 186 100 687 152 326 154 124 1082 151 162 144 2277 2187 1323 1299 58 1279 47 2033 307 318 160 620 83 85 462 341 163 1382 805 978 346 785 765 301 83 61 1343 934 225 59 196 1283 110 internal_count=180641 178409 2232 887 11224 1345 318 569 683 662 9609 1615 246 7840 72 345 377 306 224 1046 330 569 332 1769 48 3530 152 4310 1343 94 194 168 514 532 188 191 243 47 186 100 687 152 326 154 124 1082 151 162 144 2277 2187 1323 1299 58 1279 47 2033 307 318 160 620 83 85 462 341 163 1382 805 978 346 785 765 301 83 61 1343 934 225 59 196 1283 110 is_linear=0 shrinkage=0.01089 Tree=214 num_leaves=85 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 21 24 24 41 24 24 23 24 24 24 44 24 24 24 24 24 24 22 24 24 24 24 19 24 24 22 24 2 52 24 24 24 24 19 22 22 24 22 24 23 23 24 24 24 24 24 24 22 24 22 24 22 22 52 24 24 52 22 35 24 24 24 split_gain=22438.2 9169.33 1872.95 300.649 262.883 254.91 50.9851 39.4097 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690 544 645 1668 9555 313 7566 2804 249 44 304 1037 359 631 331 341 199 295 1989 114 75 4762 2784 165 178 149 169 509 380 528 190 745 1244 183 251 161 1374 101 166 55 126 158 2390 2372 88 1410 1372 1351 134 292 680 100 100 224 1091 420 156 104 258 325 281 85 84 217 81 564 1034 270 1074 1316 62 1307 60 156 1065 317 763 internal_count=180744 178508 2236 901 11223 1335 357 690 544 645 1668 9555 313 7566 2804 249 44 304 1037 359 631 331 341 199 295 1989 114 75 4762 2784 165 178 149 169 509 380 528 190 745 1244 183 251 161 1374 101 166 55 126 158 2390 2372 88 1410 1372 1351 134 292 680 100 100 224 1091 420 156 104 258 325 281 85 84 217 81 564 1034 270 1074 1316 62 1307 60 156 1065 317 763 is_linear=0 shrinkage=0.01089 Tree=217 num_leaves=82 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 7 18 46 18 18 18 18 18 18 18 18 18 18 23 18 53 19 18 18 18 18 18 18 18 18 22 18 18 18 21 18 23 18 3 43 18 18 18 34 18 18 18 57 18 18 18 18 57 22 18 18 22 23 18 18 18 29 22 18 18 18 18 18 18 18 23 22 18 split_gain=20669.7 8497.61 1774.11 317.941 224.308 224.254 59.1357 32.5192 30.3565 29.6356 24.6696 23.078 19.0919 13.4364 7.57267 5.23405 4.30879 4.27901 3.72355 3.62851 3.61613 3.58298 3.44586 3.32505 3.29979 3.0114 1.5115 1.32374 0.797163 0.710412 0.560077 0.553221 0.472807 0.464858 0.463453 0.399742 0.396771 0.395289 0.383771 0.342131 0.332445 0.324349 0.31582 0.314676 0.308585 0.308435 0.27051 0.254442 0.221312 0.195459 0.187567 0.185843 0.17451 0.163951 0.143403 0.130935 0.0710746 0.0507059 0.0458556 0.0413817 0.0373802 0.0369219 0.0351666 0.0343049 0.0313105 0.0311021 0.0233749 0.022304 0.0209988 0.0362376 0.0165609 0.0151482 0.00972152 0.00831975 0.00671471 0.0058722 0.00543169 0.00500304 0.00286244 0.00203585 0.000672761 threshold=17.101500000002492 1.0000000180025095e-35 35.444999999999716 46.030999999988133 11.132499999999938 25.953500000011449 58.65649999999733 21.523500000000244 40.453500000014181 30.172000000000484 13.632999999997994 9.436999999987167 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shrinkage=0.01089 Tree=218 num_leaves=85 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 18 18 18 18 35 51 18 18 19 18 18 18 18 18 18 18 18 18 29 18 21 18 22 18 18 18 59 18 18 18 18 18 18 18 52 18 18 22 22 18 18 18 18 64 22 18 18 18 22 35 18 53 22 22 18 18 18 18 11 37 22 18 18 split_gain=20257.7 8363.82 1706.68 290.963 230.385 224.128 52.3986 31.2992 30.7974 26.8599 26.7004 23.1496 15.5143 8.07124 6.97333 4.26003 4.09875 3.83509 3.7576 3.35187 3.34308 3.21094 3.20908 3.02408 2.82359 1.88807 1.59319 1.27306 1.06694 0.96075 0.458859 0.44116 0.437909 0.416231 0.411657 0.410405 0.38714 0.381843 0.375097 0.365789 0.364226 0.342463 0.341512 0.316628 0.276808 0.274326 0.225942 0.218784 0.206248 0.177707 0.164729 0.149023 0.108946 0.0625151 0.0591136 0.0540677 0.044272 0.0435547 0.0402982 0.137278 0.0378383 0.0336791 0.0330647 0.0316741 0.0305978 0.0287114 0.0281043 0.0228293 0.0224568 0.0215849 0.0191605 0.017503 0.0145283 0.0140868 0.0133547 0.0116122 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9.1255000000001036 8.7810000000017698 14.991999999999736 9.3904999999977026 9.0309999999972224 8.6300000000001109 8.8087500000001473 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 10 9 8 14 15 17 13 24 19 25 16 28 30 -3 38 46 32 41 44 31 45 43 -8 -27 51 47 52 -7 -12 54 58 -16 -17 -19 63 78 61 -25 64 48 -4 73 -10 -9 -5 56 -20 74 75 59 -26 -6 -46 -31 -47 -22 -18 -61 -21 80 -23 -13 -39 -41 -38 -69 -54 -53 -24 -34 -11 -29 -15 -43 -52 -2 -50 -58 right_child=2 4 3 6 11 7 12 18 23 21 22 20 -14 27 34 35 29 36 49 39 33 37 71 40 53 26 -28 50 -30 42 -32 -33 72 -35 -36 -37 67 65 -40 66 -42 76 -44 -45 55 57 -48 -49 79 -51 77 70 69 -55 -56 -57 62 -59 -60 60 -62 -63 -64 -65 -66 -67 -68 68 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 leaf_value=-0.0010077143920546726 0.016539839978572887 0.0027375773555038873 0.035026879775287421 0.04465831693373426 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0.00808441 0.00771662 0.0138815 0.00828008 0.0167656 0.00753612 0.00722938 internal_weight=0 178510 2208 871 11238 1337 364 651 686 9679 507 1559 114 7843 250 369 3124 357 282 987 572 1836 222 329 285 92 65 4719 150 3101 186 126 527 253 100 183 169 746 188 460 188 319 2045 157 1090 141 153 73 2025 129 2263 2456 1056 128 296 588 962 61 167 181 155 266 942 395 193 351 194 88 56 875 1282 96 231 502 1333 1174 126 930 108 1063 483 internal_count=180718 178510 2208 871 11238 1337 364 651 686 9679 507 1559 114 7843 250 369 3124 357 282 987 572 1836 222 329 285 92 65 4719 150 3101 186 126 527 253 100 183 169 746 188 460 188 319 2045 157 1090 141 153 73 2025 129 2263 2456 1056 128 296 588 962 61 167 181 155 266 942 395 193 351 194 88 56 875 1282 96 231 502 1333 1174 126 930 108 1063 483 is_linear=0 shrinkage=0.01089 Tree=220 num_leaves=89 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 27 18 18 18 21 18 18 18 18 18 18 18 18 18 23 18 18 18 18 38 18 18 18 18 18 18 18 18 18 18 18 18 22 52 18 28 28 7 18 26 22 18 20 21 7 18 18 22 18 18 23 18 18 52 18 18 18 46 23 12 18 18 22 18 53 22 52 18 18 22 22 22 40 18 split_gain=19258.6 7918.97 1703.21 296.126 211.178 203.979 51.5041 31.7688 29.9979 25.0552 23.1418 20.3447 10.8953 9.38875 7.93148 6.40551 4.50539 3.96034 3.86415 3.73226 3.57452 3.36017 3.19302 3.18597 3.17848 2.7227 1.13749 0.969285 0.96215 0.71672 0.653258 0.515461 0.443274 0.423478 0.411492 0.406338 0.387155 0.368732 0.363859 0.351025 0.326333 0.321428 0.295703 0.286301 0.285829 0.262327 0.194288 0.132263 0.128004 0.123908 0.116446 0.11468 0.109892 0.0887765 0.105613 0.088258 0.0798686 0.0742319 0.0693059 0.0555114 0.0514732 0.0474793 0.0461146 0.0406035 0.036912 0.0273454 0.0242163 0.0223134 0.0204011 0.0201984 0.0171768 0.016378 0.0159333 0.0153458 0.0147778 0.0128971 0.0121949 0.00763102 0.00727933 0.00471827 0.00410058 0.00359861 0.00332635 0.00289459 0.00627102 0.00254996 0.000814032 0.000684691 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.062999999997375 55.805000000011212 40.453500000014181 29.81249999998909 21.030999999988129 13.398499999999332 9.3675000000002928 61.289000000002495 50.780999999988133 4.1124388697492877 8.6300000000001109 37.781000000002685 27.469000000000054 1.5026019100220569 31.811999999987169 14.811999999990805 42.655999999999047 12.218999999999143 18.844000000011878 10.132500000000165 23.030999999988129 48.83649999999944 9.0074999999997107 52.320500000011641 33.905999999999047 8.3129999999982847 9.6875000000000018 36.609499999998668 36.062500000003645 15.765499999999976 26.507999999999814 28.5630000000092 11.562500000000002 39.164000000000676 44.594000000011881 14.015499999999976 12.757499999999711 17.905999999988129 10.562999999998285 19.890500000000433 23.88249999999994 22.061999999987169 7.5309999999881265 8.8205000000107265 40.655999999988133 30.398499999999334 1.0000000180025095e-35 8.0629999999982847 18.327999999994066 21.280999999988129 9.1255000000001036 7.6717500000002028 1.3703729419383153 1.0000000180025095e-35 8.5154999999995216 32.921500000000385 25.771000000000644 9.8830000000016316 15.219000000011876 16.265499999999978 11.882499999999711 9.4535000000123564 7.648500000000241 13.085000000000493 10.859500000000482 8.1879999999973752 9.0309999999972224 12.34350000000086 0.6830127018922193 10.312500000000002 14.550999999999137 17.219000000000964 11.313000000009199 39.030999999999047 24.43700000000263 8.7419999999999636 8.9069999999996998 7.7579999999998117 7.6324999999997098 7.8829999999998117 15.562500000014554 7.6714999999885558 13.773500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 13 16 17 23 22 15 51 26 -14 18 32 35 30 50 40 49 37 42 31 46 58 48 -15 60 47 66 -4 -30 63 61 -19 77 -18 -23 87 72 76 74 -25 78 53 56 86 -9 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0.017331678363313965 0.01128565259419345 0.0063396709497162661 0.0092364858992258145 0.013380982753119396 0.016345453877550344 0.010207142733254371 0.022609226785505577 0.02348749513326321 0.015361863112225937 0.0077768353874969167 0.0067238724962094733 0.0066132704293764685 0.0068625554610837278 0.0155096574142293 0.0075616727970590639 0.012620390519160951 leaf_weight=167029 28 22 98 26 62 192 20 68 85 23 111 428 20 37 20 25 78 81 20 73 65 75 31 80 143 41 76 980 52 50 21 398 82 33 53 80 104 138 72 51 124 138 43 160 36 65 46 22 603 34 49 27 446 28 38 1147 23 47 47 744 53 47 311 101 36 121 374 673 123 166 551 39 186 20 225 62 48 107 20 39 40 709 26 41 196 34 993 91 leaf_count=167029 28 22 98 26 62 192 20 68 85 23 111 428 20 37 20 25 78 81 20 73 65 75 31 80 143 41 76 980 52 50 21 398 82 33 53 80 104 138 72 51 124 138 43 160 36 65 46 22 603 34 49 27 446 28 38 1147 23 47 47 744 53 47 311 101 36 121 374 673 123 166 551 39 186 20 225 62 48 107 20 39 40 709 26 41 196 34 993 91 internal_value=0 -0.000402679 0.0316227 0.0430656 0.0237941 0.00846781 0.0507992 0.0381022 0.0280268 0.0193731 0.011919 0.00784113 0.0581194 0.0484447 0.0624004 0.00756283 0.0359315 0.0259444 0.00715468 0.0305372 0.013476 0.0412402 0.0108922 0.0174116 0.0087576 0.0216928 0.0465641 0.00781966 0.0507328 0.0316026 0.00718894 0.00847651 0.0347361 0.051506 0.0143839 0.0248158 0.0270942 0.0103301 0.0373607 0.0424816 0.0127849 0.0115478 0.0164507 0.00936927 0.018541 0.0226456 0.0205246 0.0070149 0.00766503 0.039698 0.0291329 0.0544489 0.0069938 0.0201652 0.0198783 0.00798896 0.00762099 0.019038 0.0454252 0.00735185 0.0311053 0.0243198 0.00869375 0.0140057 0.014868 0.01064 0.0082842 0.00727383 0.0118162 0.00961204 0.00705195 0.0169886 0.0112238 0.00680316 0.00915359 0.0131305 0.0160463 0.0100608 0.0219743 0.0230346 0.0150965 0.00773986 0.00656043 0.00684562 0.00682014 0.0158088 0.0075684 0.0124651 internal_weight=0 178215 2255 916 1339 11186 358 558 684 655 1719 9467 87 271 40 7262 330 374 2805 310 683 228 1036 355 2205 300 149 4457 122 176 2785 1511 180 85 295 189 185 558 150 126 388 478 192 694 163 165 135 1347 2330 102 134 47 1302 89 66 2127 45 83 73 1438 126 109 709 166 129 259 802 694 261 326 997 82 217 305 368 186 110 299 61 104 76 1312 46 259 237 62 1018 202 internal_count=180470 178215 2255 916 1339 11186 358 558 684 655 1719 9467 87 271 40 7262 330 374 2805 310 683 228 1036 355 2205 300 149 4457 122 176 2785 1511 180 85 295 189 185 558 150 126 388 478 192 694 163 165 135 1347 2330 102 134 47 1302 89 66 2127 45 83 73 1438 126 109 709 166 129 259 802 694 261 326 997 82 217 305 368 186 110 299 61 104 76 1312 46 259 237 62 1018 202 is_linear=0 shrinkage=0.01089 Tree=221 num_leaves=89 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 33 18 18 18 21 18 18 18 18 18 18 18 18 18 18 35 18 47 18 64 18 18 18 18 18 18 18 18 18 18 18 18 45 18 18 18 22 52 18 23 18 26 22 18 23 21 18 22 33 18 18 23 18 47 29 18 52 18 18 18 22 18 3 18 22 18 35 22 52 18 18 22 22 22 18 split_gain=18841.6 7747.45 1666.33 289.722 206.603 199.563 50.4202 31.0812 29.3485 24.5128 22.6409 19.9041 16.8048 7.0447 6.26661 4.40772 3.87433 3.78038 3.65149 3.49715 3.28711 3.12436 3.11681 3.10981 2.66357 2.31801 1.99061 0.948241 0.762862 0.639039 0.613771 0.504353 0.456936 0.433515 0.417793 0.402551 0.397382 0.381022 0.378619 0.367257 0.355799 0.343262 0.319205 0.295886 0.289209 0.279588 0.279583 0.262901 0.256483 0.189945 0.129397 0.125191 0.119212 0.107451 0.0867718 0.103213 0.086306 0.0770949 0.0725201 0.0542694 0.0463403 0.0406271 0.0401675 0.0396482 0.0360468 0.0346894 0.028318 0.0266695 0.0227006 0.0218061 0.0199009 0.0197125 0.0167688 0.0156057 0.0152837 0.0149695 0.012558 0.0118388 0.00741776 0.00483457 0.00451643 0.00393413 0.00348146 0.00322014 0.00280333 0.00609671 0.00241913 0.00160532 threshold=16.687500000002732 1.0000000180025095e-35 34.969000000011881 46.030999999988133 25.188000000012838 11.062999999997375 58.65649999999733 40.453500000014181 29.81249999998909 21.030999999988129 13.398499999999332 9.3675000000002928 51.437500000000007 20.682160770349707 8.6300000000001109 37.781000000002685 27.469000000000054 1.5026019100220569 32.093499999988133 14.811999999990805 42.655999999999047 12.140999999999623 18.844000000011878 10.062500000000002 23.030999999988129 54.156499999999149 48.83649999999944 9.0074999999997107 56.757999999999818 8.3129999999982847 59.062500000000007 33.905999999999047 8.7574999999997107 36.609499999998668 9.6329999999998126 15.765499999999976 26.507999999999814 12.757499999999711 28.5630000000092 10.562999999998285 39.164000000000676 44.594000000011881 14.015499999999976 11.562500000000002 17.905999999988129 16.532261288778759 19.890500000000433 30.507499999999713 23.88249999999994 22.061999999987169 7.5309999999881265 8.8205000000107265 41.968500000002685 8.0629999999982847 18.327999999994066 21.280999999988129 9.1255000000001036 49.65649999999733 1.3703729419383153 8.5154999999995216 25.771000000000644 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135 1347 2330 102 1302 89 66 2127 102 83 1438 109 61 442 166 129 675 51 45 245 694 261 326 997 231 762 305 186 110 299 202 104 76 1312 46 259 237 62 169 internal_count=180470 178215 2255 916 1339 11186 358 558 684 655 1719 9467 315 43 7262 330 374 2805 310 683 228 1036 355 2205 300 140 175 4457 68 2785 42 152 72 180 1437 295 189 506 185 768 150 126 388 530 192 73 163 158 165 135 1347 2330 102 1302 89 66 2127 102 83 1438 109 61 442 166 129 675 51 45 245 694 261 326 997 231 762 305 186 110 299 202 104 76 1312 46 259 237 62 169 is_linear=0 shrinkage=0.01089 Tree=222 num_leaves=80 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 18 57 18 18 18 18 18 18 18 18 18 18 18 19 41 18 21 18 18 18 18 18 18 19 18 21 18 18 18 18 18 18 18 34 18 18 29 18 18 9 18 18 18 21 18 3 21 52 18 18 18 18 32 18 18 57 18 18 23 49 18 18 18 18 37 18 18 split_gain=18609.6 7612.12 1654.03 288.562 219.49 195.357 44.3391 38.7151 34.6216 24.8432 20.7229 20.558 7.6894 7.51194 6.51311 6.09485 4.62362 4.10118 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9.1255000000001036 8.3829999999998126 8.3581538461540532 8.8744999999998999 49.406000000002685 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 9 11 12 15 16 20 22 14 24 -8 25 31 34 33 38 44 39 49 41 36 78 28 -14 54 45 -18 -17 -4 71 67 -6 -21 60 50 69 -2 -22 -7 70 72 -9 -3 57 -19 -26 58 75 -37 64 74 77 -42 -34 -23 -11 -54 -13 -38 -41 -52 -47 -61 -43 -10 -44 -12 -24 -20 -25 -45 -29 76 -27 -16 -5 right_child=2 5 3 6 8 10 13 19 17 21 18 23 26 -15 27 30 29 47 32 35 40 46 42 43 48 37 -28 53 -30 -31 -32 -33 56 -35 -36 51 61 -39 -40 62 55 66 68 73 -46 52 -48 -49 -50 -51 63 -53 59 -55 -56 -57 -58 -59 -60 65 -62 -63 -64 -65 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 -76 -77 -78 -79 -80 leaf_value=-0.00097514960179832506 0.015548852554869347 0.0079447006973906303 0.03355109771804772 0.045783608163581131 0.023791954344488213 0.0098787651146923054 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313 582 718 665 1665 9553 244 69 7718 364 404 314 688 218 361 304 977 1835 171 3534 73 4184 1334 212 177 187 296 182 192 95 1188 2200 392 193 168 502 475 647 123 1314 162 132 70 142 2180 75 1291 2104 2080 87 170 80 87 994 641 547 109 1452 297 968 263 105 259 236 216 126 351 296 1332 728 268 1260 101 internal_count=180628 178350 2278 895 1383 11218 313 582 718 665 1665 9553 244 69 7718 364 404 314 688 218 361 304 977 1835 171 3534 73 4184 1334 212 177 187 296 182 192 95 1188 2200 392 193 168 502 475 647 123 1314 162 132 70 142 2180 75 1291 2104 2080 87 170 80 87 994 641 547 109 1452 297 968 263 105 259 236 216 126 351 296 1332 728 268 1260 101 is_linear=0 shrinkage=0.01089 Tree=223 num_leaves=83 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 23 24 24 24 24 24 24 24 24 24 24 24 19 9 41 24 21 24 24 24 24 24 24 24 19 21 24 24 24 24 24 24 34 24 24 24 22 29 24 9 24 24 21 24 21 24 22 11 52 24 24 24 32 24 24 57 24 24 24 24 24 23 22 24 23 24 62 46 24 split_gain=18206.6 7447.24 1618.22 282.319 214.735 191.127 43.3793 37.8781 33.8723 24.3053 20.2742 20.1128 7.52284 7.4262 6.3719 5.9627 4.52334 4.01219 3.43763 3.27656 2.97864 2.7378 2.54583 2.39104 1.35333 1.19616 1.01775 0.829174 0.768196 0.710047 0.63844 0.539528 0.422828 0.420992 0.410897 0.397615 0.316494 0.313633 0.307459 0.307376 0.288959 0.288232 0.28237 0.281608 0.232996 0.211668 0.211606 0.206986 0.206902 0.197545 0.191592 0.184831 0.138766 0.133866 0.105265 0.0739666 0.07369 0.0465503 0.044373 0.0378054 0.0371019 0.0334653 0.0267768 0.0246229 0.02298 0.0221485 0.0219832 0.0217108 0.0214409 0.0213369 0.0201271 0.0195358 0.017651 0.0174029 0.0141726 0.0137921 0.00841304 0.00369824 0.00241177 0.00154697 0.000241353 0.000181046 threshold=16.687500000002732 1.0000000180025095e-35 35.444999999999716 48.061999999987172 25.188000000012838 11.132499999999938 57.405999999997228 41.58849999999439 30.172000000000484 21.030999999988129 13.398499999999332 9.4535000000123564 53.085999999999338 65.257999999998006 8.7574999999997107 38.187500000000007 27.469000000000054 32.921500000000385 14.811999999990805 44.594000000011881 18.844000000011878 23.030999999988129 12.218999999999143 10.187500000000002 50.780999999988133 8.3437500000000018 -0.43982890882219972 54.906500000011881 9.0940000000005075 0.44158818485478563 28.882499999999713 39.562500000010921 36.609499999998668 15.561999999990805 31.811999999987169 26.507999999999814 10.63300000000004 43.570499999998908 1.4693678913136667 14.157000000000609 17.687499999985452 19.890500000000433 11.562500000000002 12.757499999999711 9.8125000000000018 7.5309999999881265 43.530999999988133 24.187500000003642 33.905999999999047 21.655999999988129 52.320500000011641 8.5154999999995216 -0.52828508881293657 8.0629999999982847 9.2574999999999381 2.9610096462186681 8.9684999999990413 1.3703729419383153 16.155999999988129 25.771000000000644 0.68301270189221941 7.648500000000241 18.242500000000295 8.6300000000001109 9.6175000000002928 7.9770000000007721 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18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 18 18 18 18 18 9 23 18 18 19 18 33 18 18 18 18 46 18 18 18 18 21 18 18 18 18 18 23 18 18 18 18 18 18 18 21 21 22 37 33 33 23 22 46 18 18 18 18 23 23 22 18 23 18 18 18 23 22 18 18 62 58 27 22 18 18 18 18 18 split_gain=17502.8 7163.2 1522.96 267.602 190.714 190.157 48.8727 28.4446 25.4185 24.239 20.7102 19.6533 11.1348 8.00675 6.45693 3.67704 3.47442 3.32855 3.15451 3.0416 3.03531 2.71679 2.63341 2.52847 2.34316 1.2003 1.02513 0.958901 0.95356 0.754099 0.512609 0.463983 0.386567 0.363662 0.36337 0.361253 0.347709 0.319295 0.299546 0.299512 0.291553 0.271543 0.266896 0.25258 0.236795 0.23416 0.207696 0.189789 0.165475 0.14291 0.142564 0.138178 0.118953 0.11719 0.113169 0.0797201 0.0735 0.0713934 0.0706963 0.0629452 0.0577519 0.0493987 0.0468682 0.039335 0.0365489 0.0311641 0.031126 0.0274792 0.0266948 0.0855582 0.0256703 0.0247328 0.024608 0.0225562 0.021207 0.0171883 0.0148825 0.013792 0.0131552 0.0111794 0.0106476 0.010121 0.00905205 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18 18 18 18 18 18 18 27 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 22 18 22 21 18 18 18 22 18 22 22 18 46 18 22 46 23 18 18 18 18 18 22 18 22 18 41 32 18 23 18 18 18 18 46 split_gain=16913.6 6930.5 1476 266.148 189.196 177.33 43.8242 28.0934 27.4386 22.6193 19.753 17.7626 12.1653 5.47371 5.42037 4.22392 3.72932 3.64587 3.63798 3.08881 2.81579 2.79143 2.78999 2.72999 2.65801 2.55179 0.848607 0.806146 0.669056 0.641869 0.635887 0.586001 0.547135 0.453543 0.373738 0.323138 0.32034 0.295609 0.294404 0.292244 0.280453 0.272269 0.258589 0.25718 0.240361 0.228898 0.211627 0.201671 0.188743 0.18069 0.130289 0.120172 0.11879 0.102278 0.0781918 0.0741506 0.07123 0.0697895 0.102508 0.0482831 0.0465584 0.0413514 0.0382288 0.0336981 0.0320393 0.0310841 0.0292061 0.0254885 0.0203114 0.0187181 0.0174264 0.0152135 0.0134512 0.0121019 0.0113969 0.00945628 0.00566881 0.00375181 0.00347713 0.00295935 0.00175769 0.000715795 0.000676087 threshold=16.687500000002732 1.0000000180025095e-35 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565 692 671 1703 9462 110 7247 240 347 246 40 319 677 2215 360 1026 345 2792 311 4455 70 213 2757 123 2737 117 1517 294 511 163 192 383 168 192 515 698 125 171 121 156 134 140 153 76 60 2359 1133 1604 108 2096 89 55 309 847 708 109 573 125 169 286 112 809 326 55 180 220 372 203 45 1031 202 826 1311 295 1048 54 is_linear=0 shrinkage=0.01089 Tree=227 num_leaves=82 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 27 18 18 18 18 18 18 18 18 18 18 27 18 21 18 23 18 18 18 18 18 18 18 18 18 18 28 18 18 18 18 22 18 52 22 21 18 18 18 18 22 22 22 52 18 18 22 23 18 18 19 18 18 22 18 22 52 18 18 41 18 23 18 18 split_gain=16547.4 6780.39 1444.05 260.39 185.097 173.491 42.8771 27.4852 26.8441 22.1296 19.3254 17.3779 11.9027 5.35503 5.30735 4.13243 3.64838 3.56669 3.55901 3.0219 2.7548 2.73095 2.72951 2.6707 2.60037 2.49637 1.06312 0.830222 0.788474 0.654428 0.627993 0.573263 0.51525 0.443682 0.365591 0.316075 0.313236 0.289061 0.287973 0.285871 0.274343 0.26633 0.252946 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1042 690 255 is_linear=0 shrinkage=0.01089 Tree=233 num_leaves=92 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 34 18 57 18 18 18 18 18 18 18 18 18 18 23 18 19 3 18 18 50 18 18 18 18 18 18 18 18 21 18 52 18 18 18 18 18 57 18 18 55 23 64 18 18 18 33 18 19 22 23 18 18 18 22 34 59 23 18 52 18 18 47 18 18 18 18 22 46 18 18 18 18 66 1 23 18 28 18 1 split_gain=14573.3 6019.16 1257.23 211.77 171.543 158.146 38.763 25.2567 23.6082 23.1216 17.2285 16.301 15.7732 8.65111 6.79695 4.90842 3.17375 2.99365 2.9638 2.91384 2.65914 2.62089 2.36009 2.33994 2.27462 1.28686 1.0061 0.844146 0.773194 0.622447 0.406918 0.355695 0.347409 0.304757 0.288154 0.284327 0.283466 0.265883 0.26356 0.253008 0.231073 0.225027 0.223933 0.215329 0.211463 0.192308 0.184551 0.164322 0.163891 0.158758 0.152807 0.150775 0.13932 0.088283 0.0873646 0.0844572 0.0832794 0.0678449 0.0581175 0.0570427 0.0490203 0.0389607 0.0378495 0.033393 0.0260854 0.025282 0.0815456 0.0244643 0.0231791 0.0219355 0.0200711 0.0199477 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334 1598 669 181 163 161 152 57 150 1560 61 101 75 2128 47 1853 86 2085 497 108 163 592 1063 656 82 54 76 210 275 93 267 237 64 108 260 352 698 50 1155 317 1335 451 1320 167309 29565 109 1134 255 495 8497 is_linear=0 shrinkage=0.01089 Tree=234 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 34 7 18 18 18 18 18 18 18 18 18 18 18 18 41 37 18 18 18 18 18 18 22 52 18 18 18 18 27 18 19 18 9 18 18 29 22 18 19 18 18 18 23 23 18 0 18 22 64 62 18 18 18 29 18 34 23 19 18 18 18 23 18 6 22 18 22 28 18 12 22 18 18 22 66 12 0 1 18 6 6 18 6 split_gain=14347 5911.55 1213.43 194.43 172.197 160.75 30.9583 26.074 24.7953 22.6723 18.5023 16.1516 15.0794 10.608 9.99788 5.20831 3.87307 3.42737 3.141 2.77667 2.56233 2.19048 2.07044 1.85904 1.82952 1.44422 1.10639 1.22699 0.826765 0.730094 0.439689 0.413583 0.356871 0.322549 0.303883 0.292501 0.289657 0.282421 0.279576 0.276819 0.262034 0.245788 0.225079 0.22084 0.211962 0.19662 0.191505 0.161804 0.161417 0.160972 0.14782 0.123587 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24 23 23 24 55 21 33 24 24 64 24 26 24 21 24 20 34 24 21 24 23 24 24 46 24 23 24 24 33 24 66 0 1 13 0 24 24 24 13 1 1 split_gain=14036.3 5783.51 1187.16 190.225 168.467 157.27 30.2892 25.5103 24.2579 22.1815 18.1016 15.802 14.7529 10.3781 9.78134 5.0954 3.789 3.35321 3.07298 2.71649 2.50665 2.14307 2.02557 1.81877 1.78968 1.41271 0.808801 0.71424 0.602253 1.41643 0.429986 0.404577 0.349093 0.317622 0.315514 0.283286 0.276261 0.273469 0.273342 0.270768 0.256112 0.240418 0.219921 0.216011 0.207307 0.192223 0.187204 0.157976 0.157453 0.152844 0.130633 0.120877 0.0969977 0.0947949 0.0877601 0.141533 0.0823786 0.0782174 0.0781549 0.0769428 0.0590719 0.0488648 0.0480446 0.034491 0.02746 0.0250529 0.0608263 0.0236638 0.0219933 0.0213249 0.0199328 0.0196536 0.0168136 0.0145641 0.0136664 0.0114413 0.00852561 0.00670088 0.00608664 0.00480361 0.00449198 0.00339491 0.00331296 0.00163762 0.00808926 0.0627574 0.27151 0.399351 0.00156803 0.00142589 0.000219483 2.94899e-05 0.00195273 0.00297324 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190 741 177 166 193 102 307 99 221 78 158 156 74 1018 1561 1539 2576 130 160 103 81 1827 44 86 86 1926 1389 85 287 738 114 60 389 150 111 649 59 240 243 273 352 1188 179 369 811 1287 128 136 167171 29597 2466 359 77 1167 1289 1168 27131 5807 1670 is_linear=0 shrinkage=0.01089 Tree=236 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 40 18 7 18 18 18 18 18 18 18 18 18 18 18 18 18 29 47 35 18 21 18 18 18 18 18 18 18 18 18 18 18 18 18 18 62 18 58 18 18 18 11 58 18 18 64 18 21 33 55 18 18 33 18 18 18 26 18 18 18 18 18 18 6 18 18 26 18 18 58 18 66 12 1 2 6 18 21 6 13 6 6 6 split_gain=13670.5 5666.72 1134.23 198.774 154.963 149.82 28.5856 26.7696 20.8503 20.6013 16.7707 16.5316 15.2668 8.22993 7.65859 4.86481 3.26207 2.92609 2.83264 2.65993 2.60549 2.29046 2.20431 2.07163 1.93266 1.87408 0.770034 0.682638 0.643427 0.531785 0.552068 0.406724 0.406623 0.380929 0.314641 0.295494 0.291796 0.291701 0.270888 0.250271 0.22863 0.226083 0.174159 0.169952 0.166847 0.16408 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30 30 30 30 30 30 30 30 30 30 53 19 30 23 30 30 49 30 52 30 30 30 21 30 23 30 30 30 30 30 30 30 62 30 30 30 30 30 30 30 30 64 21 33 64 55 30 30 44 30 33 23 30 23 30 47 30 32 30 30 34 30 30 30 23 30 58 66 12 1 6 6 33 30 21 23 6 13 6 split_gain=13374.5 5543.98 1109.68 194.476 151.608 146.576 27.968 26.1905 20.3988 20.1549 17.1654 15.5341 14.9362 8.56642 4.82381 3.19146 2.83348 2.77119 2.60233 2.54902 2.24089 2.15663 2.02676 1.92943 1.79942 1.65915 1.14703 0.767957 0.69136 0.436756 0.372545 0.361288 0.349097 0.320419 0.313448 0.307808 0.289 0.285447 0.284925 0.264984 0.254748 0.244801 0.222506 0.205798 0.201397 0.16614 0.163016 0.144417 0.140108 0.133237 0.122842 0.114653 0.102219 0.0785597 0.0738556 0.0652651 0.0577918 0.0561631 0.0518349 0.0960507 0.0515117 0.0500337 0.0485995 0.0439593 0.0360557 0.03528 0.0347851 0.0329136 0.0269116 0.0255259 0.0252872 0.0235911 0.0227258 0.0187651 0.0150424 0.012756 0.0126659 0.00925004 0.00539525 0.00512798 0.00489695 0.00442285 0.00398289 0.00150697 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27385 6871 1039 internal_count=180682 178467 2215 874 11252 1341 309 565 657 684 9669 1583 167215 118 7922 247 1075 375 358 318 282 191 326 1747 98 508 71 3517 4405 91 192 531 40 544 1659 173 168 185 1858 255 125 190 185 1080 667 153 122 1621 129 100 158 2574 253 1831 1838 83 327 89 92 57 57 81 126 485 78 1136 78 166 265 109 279 75 666 70 353 414 107 641 314 1197 80 1384 144 167181 29523 2138 291 48 88 1190 80 221 27385 6871 1039 is_linear=0 shrinkage=0.01089 Tree=238 num_leaves=86 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 7 18 18 18 18 18 18 18 18 18 18 18 18 18 41 31 18 19 18 18 18 21 18 46 18 18 18 18 18 18 64 18 18 18 18 18 18 18 18 18 18 18 62 41 18 21 21 64 27 18 18 18 19 18 18 18 35 18 46 18 18 18 18 18 18 35 18 37 6 18 18 47 18 split_gain=13118.6 5433.16 1102.23 177.931 152.899 150.014 32.3019 23.64 22.3015 20.9338 16.6234 15.6544 8.6399 7.58737 5.04923 3.14756 2.93785 2.86437 2.71087 2.51295 2.39284 2.10613 1.93556 1.86517 1.6539 1.13161 1.01291 1.11102 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100 600 316 394 157 1093 284 164 105 161 110 251 129 1397 718 1262 506 201 1202 268 45 320 856 53 1065 is_linear=0 shrinkage=0.01089 Tree=239 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 7 18 18 18 18 18 18 18 18 18 18 18 18 18 18 23 53 19 18 22 18 18 46 18 18 18 23 22 18 18 18 22 18 18 18 22 18 22 18 18 18 39 2 28 18 18 23 23 23 22 18 18 22 18 19 18 23 18 18 33 23 46 34 34 45 18 22 18 49 18 18 18 35 18 18 18 37 18 18 23 28 37 18 split_gain=12834.6 5315.48 1078.37 174.082 149.587 146.766 31.6036 23.1283 21.8182 20.4809 16.2634 15.3155 8.45246 7.42327 4.93976 3.0794 2.87409 2.8022 2.65223 2.45848 2.34075 2.06053 1.89362 1.8247 1.61802 1.107 0.80297 0.737142 1.06558 0.560993 0.416471 0.407052 0.395266 0.293158 0.290241 0.276548 0.273581 0.26868 0.262479 0.249406 0.24377 0.230682 0.226583 0.214876 0.193467 0.175315 0.174457 0.164885 0.126999 0.112097 0.111683 0.108897 0.0950231 0.0904257 0.127459 0.0902537 0.0893441 0.0789542 0.0779837 0.0398308 0.147536 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159 714 331 158 150 1106 160 140 150 97 1250 2253 2464 77 56 107 1783 126 73 100 78 79 600 316 85 394 157 1093 161 284 164 43 69 110 45 65 53 251 720 129 75 1397 1262 506 201 1202 128 111 106 320 856 126 226 173 1063 internal_count=180704 178489 2215 848 1367 11283 311 537 709 658 9651 1632 47 264 7831 382 373 310 227 1052 285 580 1820 327 3114 173 4717 91 69 3076 150 193 215 517 1273 535 189 249 1803 187 159 714 331 158 150 1106 160 140 150 97 1250 2253 2464 77 56 107 1783 126 73 100 78 79 600 316 85 394 157 1093 161 284 164 43 69 110 45 65 53 251 720 129 75 1397 1262 506 201 1202 128 111 106 320 856 126 226 173 1063 is_linear=0 shrinkage=0.01089 Tree=240 num_leaves=94 num_cat=0 split_feature=24 24 24 24 24 24 24 24 24 24 24 24 34 24 35 24 24 65 24 24 24 24 24 24 24 24 24 31 19 24 24 46 19 24 24 24 24 24 21 24 64 24 22 24 24 24 56 24 24 22 24 64 24 24 24 24 37 24 24 3 34 21 19 64 55 24 24 24 6 24 24 22 21 53 28 35 21 24 24 24 22 35 46 24 24 24 24 49 12 0 1 0 24 split_gain=12744.7 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shrinkage=0.01089 Tree=243 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 24 24 24 24 24 40 24 22 24 24 24 24 24 24 24 24 24 24 24 31 53 20 24 2 43 46 38 24 23 24 24 24 24 24 24 21 24 24 24 24 24 24 24 24 24 24 22 33 26 59 24 24 33 24 22 22 46 24 27 22 22 24 23 21 40 23 24 21 24 24 24 24 22 31 24 46 24 24 24 23 24 22 24 22 57 22 12 0 2 split_gain=11775.7 4788.8 1036.96 175.119 137.934 121.826 28.4855 20.7744 18.1049 16.1251 13.7389 12.0986 12.0715 6.61526 3.92666 3.79353 2.97093 2.27882 2.24501 2.04207 1.83116 1.82797 1.75502 1.75086 1.72647 1.16536 0.784411 0.653683 0.500836 0.421267 0.397993 0.313832 0.313411 0.266672 0.259928 0.247543 0.246541 0.234939 0.227641 0.223552 0.222703 0.209108 0.207173 0.201327 0.200142 0.199387 0.184119 0.170614 0.159578 0.128539 0.11677 0.111411 0.0931369 0.0867198 0.0772505 0.0753895 0.0675916 0.0658741 0.0577739 0.0525048 0.0421255 0.0385546 0.036726 0.0326509 0.0276226 0.0266708 0.0421623 0.0264191 0.0263271 0.0234909 0.0227064 0.0216684 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shrinkage=0.01089 Tree=249 num_leaves=94 num_cat=0 split_feature=24 19 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 24 55 24 24 24 24 3 21 24 21 24 24 24 24 24 23 24 24 53 24 24 24 24 24 24 23 24 24 57 24 24 21 24 23 24 58 37 24 64 2 23 40 22 24 24 33 33 22 24 24 22 37 58 23 24 24 44 24 35 33 24 21 24 24 24 23 24 24 59 3 46 46 split_gain=10263.7 4262.11 863.158 148.125 117.95 112.274 27.2227 17.0692 16.4443 13.8392 12.933 12.1526 7.87209 4.00216 2.70112 2.42794 2.07431 2.05782 1.92485 1.91164 1.66836 1.66686 1.63226 1.61511 1.51024 1.50433 0.638842 0.591666 0.483634 0.462668 0.420006 0.237588 0.224283 0.222899 0.213284 0.209655 0.188382 0.183168 0.180326 0.17928 0.17883 0.171934 0.158722 0.144315 0.135432 0.125 0.12477 0.115402 0.111907 0.106264 0.102069 0.0872327 0.0814906 0.0791259 0.0776836 0.0755391 0.057592 0.0575451 0.0539619 0.0471466 0.0465522 0.0376181 0.0349736 0.0321513 0.0287396 0.0284659 0.0252402 0.025188 0.0249217 0.0230864 0.0218049 0.020509 0.124221 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9499 167272 7648 272 228 367 633 355 1020 309 284 1851 295 114 94 3485 4163 149 217 71 50 279 180 125 553 186 103 1912 181 1184 354 52 667 467 140 1573 104 169 138 1076 159 74 105 81 88 48 1891 2135 56 100 95 2028 73 497 100 51 114 44 110 184 161 133 1038 80 112 136 563 621 246 293 130 260 707 322 345 193 448 423 1184 123 221 1344 734 is_linear=0 shrinkage=0.01089 Tree=252 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 18 18 23 18 18 18 18 18 18 18 46 18 18 18 18 35 55 23 3 18 19 18 23 18 53 18 18 18 23 5 18 18 18 18 18 34 18 18 23 18 18 18 18 9 35 29 18 3 39 18 22 22 59 23 29 23 18 19 23 18 18 23 33 18 18 18 18 35 18 23 22 22 52 23 59 57 35 55 62 22 18 18 35 18 23 split_gain=9658.53 3924.33 852.894 146.052 112.297 100.26 23.3172 17.3446 15.4115 14.3112 10.681 10.287 9.79152 3.41598 2.47651 2.35251 2.29982 1.78782 1.74115 1.71235 1.67825 1.63748 1.55662 1.44427 1.36305 0.848138 0.730722 0.723866 0.550298 0.537602 0.360167 0.300998 0.271821 0.257496 0.245439 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18 18 18 46 18 31 18 21 18 18 18 18 18 18 31 18 18 53 49 18 29 18 29 18 18 39 22 22 21 22 22 21 59 18 21 6 18 18 18 18 18 49 18 18 22 19 29 52 59 33 18 64 18 40 33 18 18 40 40 18 split_gain=9449.42 3839.33 834.429 142.893 109.865 98.0899 22.8254 16.9695 15.078 14.0013 10.4499 10.0644 8.19335 7.34068 3.38468 2.42278 2.24997 1.74902 1.70346 1.67534 1.60192 1.59021 1.54283 1.5228 1.36489 1.33349 0.516722 0.506522 0.480243 0.472352 0.409088 0.294362 0.280218 0.371798 0.25181 0.237255 0.219061 0.212477 0.203202 0.182332 0.178903 0.1775 0.170331 0.169395 0.168226 0.164659 0.162784 0.160596 0.1458 0.126508 0.122996 0.118821 0.114651 0.153659 0.106063 0.075218 0.0746571 0.0741308 0.0730775 0.0648114 0.0539568 0.053572 0.105418 0.0516753 0.044678 0.0425166 0.0494134 0.0393215 0.0346738 0.0344281 0.0317234 0.0223119 0.0213583 0.020618 0.0175514 0.0128135 0.0126093 0.0250683 0.0120696 0.0113276 0.0109896 0.0100588 0.0168889 0.00935588 0.00792288 0.00667238 0.00427414 0.00396109 0.00363643 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55 18 4 23 18 split_gain=8280.92 3391.91 714.862 112.692 103.464 89.3558 23.059 15.7708 12.6942 9.69295 9.55683 9.39769 9.22481 5.87225 5.04188 2.72395 2.11694 2.07124 1.61091 1.492 1.49082 1.43917 1.32559 1.31067 1.17602 0.623176 0.457891 0.35018 0.295345 0.253711 0.253371 0.231305 0.212714 0.206201 0.195206 0.186125 0.181007 0.174596 0.173599 0.16297 0.157978 0.142577 0.160928 0.140033 0.137073 0.136404 0.127338 0.125741 0.120421 0.111569 0.0904848 0.0834799 0.0825337 0.0746366 0.0687695 0.065956 0.0505043 0.0481544 0.0481524 0.0463569 0.0458342 0.0453241 0.0399324 0.0366353 0.0329897 0.0321517 0.0297524 0.0262829 0.0658096 0.0433466 0.0212453 0.0199243 0.0193597 0.0185653 0.0184606 0.0179195 0.0150522 0.0149038 0.0144858 0.0137965 0.0128797 0.0116278 0.0114406 0.010548 0.010087 0.00953363 0.00937007 0.00929441 0.00900549 0.00865981 0.00837258 0.00531955 0.00483308 0.00472176 0.00374168 threshold=17.101500000002492 7.6324999999997098 36.132999999997999 46.030999999988133 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2124 108 153 77 1847 107 77 2080 158 711 107 55 52 65 95 84 61 54 79 59 267 46 650 543 213 296 85 258 59 385 1141 239 860 78 706 215 128 1336 is_linear=0 shrinkage=0.01089 Tree=260 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 18 18 18 18 18 18 18 7 18 18 18 18 18 18 18 18 18 18 18 35 18 53 18 18 3 18 18 18 9 18 18 18 34 18 18 18 18 18 23 18 18 18 18 62 18 18 18 18 41 33 28 27 35 55 0 53 31 18 64 23 18 32 23 23 18 58 23 23 18 23 6 28 18 28 37 35 18 47 18 33 34 23 39 50 18 34 18 18 52 split_gain=8110.22 3341.26 682.57 114.704 91.2222 90.5372 21.591 13.2334 12.6402 12.5891 10.0997 9.5717 8.54952 8.10947 5.53036 2.85342 1.87511 1.72084 1.60103 1.53852 1.31317 1.21737 1.20415 1.19651 1.14217 1.08385 1.06602 0.870629 0.453015 0.389849 0.357299 0.204869 0.185873 0.17524 0.168325 0.163281 0.159431 0.147027 0.145663 0.145268 0.137153 0.135799 0.134167 0.134041 0.124534 0.104724 0.102578 0.102139 0.091074 0.0868167 0.0847194 0.0824842 0.0824115 0.0632708 0.06182 0.2378 0.0570905 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shrinkage=0.01089 Tree=268 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 22 18 18 18 34 18 18 18 18 18 18 18 18 18 18 18 18 18 2 29 18 35 18 19 43 22 27 18 18 18 18 18 9 2 18 22 18 18 55 18 29 29 19 18 22 18 18 3 3 58 18 18 22 18 27 56 18 50 56 58 3 26 50 45 18 58 46 22 34 61 29 29 18 35 28 28 22 35 18 31 18 18 18 22 18 22 18 19 18 split_gain=6708.46 2760.24 593.671 105.041 73.2937 70.435 18.3264 11.745 10.2885 8.10846 7.97407 7.91029 6.92966 6.47959 1.92375 1.90537 1.77437 1.63794 1.35057 1.11315 1.09255 1.07114 0.983587 0.951591 0.927777 1.11 0.784609 0.701611 0.303189 0.264361 0.234982 0.209658 0.317075 0.201458 0.186765 0.186141 0.17497 0.154703 0.152256 0.122589 0.121459 0.106673 0.105496 0.10038 0.0999564 0.0985734 0.111125 0.097657 0.0971474 0.0880671 0.078485 0.0767672 0.0630782 0.142144 0.0714343 0.0582932 0.0544629 0.053113 0.0526036 0.0398871 0.038638 0.0366281 0.0361629 0.0334749 0.0530417 0.0327338 0.030465 0.0299801 0.0735658 0.0282261 0.0277099 0.0249461 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18 18 18 18 18 18 41 31 22 21 19 3 53 18 52 23 50 18 18 23 22 23 25 18 18 18 22 18 22 62 21 18 62 18 23 18 21 63 18 18 22 31 35 34 18 18 34 29 59 18 50 50 41 6 35 23 23 18 23 22 22 19 21 18 18 23 23 41 18 23 22 29 22 23 50 18 split_gain=5938.99 2453.02 499.596 80.664 71.4359 67.3553 16.9992 10.1202 9.16748 8.61752 7.57507 6.94525 6.734 6.67295 4.62852 2.13569 1.32631 1.23784 1.106 1.09751 1.03641 1.01502 0.904528 0.849041 0.812026 0.732119 0.978529 0.62787 0.376017 0.360488 0.342533 0.293265 0.286058 0.21594 0.188448 0.16368 0.145005 0.14313 0.140667 0.13948 0.136842 0.145287 0.12961 0.128359 0.119532 0.11002 0.108224 0.10752 0.106213 0.0987933 0.0984156 0.0963247 0.094 0.0925813 0.0799481 0.0744809 0.0711571 0.0705788 0.0678738 0.0659008 0.0549415 0.0828847 0.0520748 0.0419623 0.040497 0.0381109 0.0379818 0.0379261 0.0367803 0.0364303 0.0875645 0.0363599 0.0352366 0.0313647 0.0307392 0.0298568 0.024593 0.0164772 0.0152041 0.0164184 0.0132438 0.012465 0.011794 0.0114322 0.0113855 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2 18 46 22 18 18 18 55 18 18 22 22 18 18 18 63 18 18 18 39 39 19 2 22 22 18 18 57 18 18 18 56 56 25 22 34 18 53 47 59 35 37 57 18 47 29 29 49 29 18 18 22 29 32 22 35 18 18 27 22 35 split_gain=5779.21 2350.18 489.17 84.3994 65.1915 62.7605 16.4065 9.73818 8.85025 8.84743 7.41589 6.57326 6.21484 4.60175 2.22313 1.26832 1.17835 1.11441 1.10084 1.04908 0.990261 0.983912 0.869985 0.833003 0.768001 0.5324 0.59056 0.519089 0.438315 0.371729 0.300237 0.265707 0.2414 0.22118 0.207585 0.169787 0.156344 0.137894 0.136077 0.134516 0.13089 0.124702 0.120486 0.111259 0.109305 0.1059 0.0959456 0.0946198 0.0915136 0.0885202 0.0863448 0.0855639 0.0813795 0.0779424 0.0821494 0.0743424 0.0741138 0.0644531 0.130662 0.0597795 0.055467 0.0468231 0.0458075 0.0433805 0.0433547 0.0391113 0.0390517 0.0347669 0.0408391 0.0317571 0.0297885 0.0296925 0.0278232 0.0224233 0.0215538 0.0214499 0.0200172 0.0189903 0.0172498 0.0158068 0.0361181 0.0152193 0.0145939 0.0140309 0.012297 0.0117755 0.0115568 0.0113201 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1043 42 99 136 62 111 103 40 121 1857 676 52 70 1001 107 157 80 59 81 113 82 2218 100 113 2094 71 105 328 62 374 88 84 48 70 67 149 82 75 72 162 is_linear=0 shrinkage=0.01089 Tree=283 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 24 24 24 24 24 34 11 24 24 24 24 24 24 24 24 24 24 24 24 24 57 57 61 3 9 24 20 45 24 24 24 24 52 24 24 24 22 24 46 24 9 24 6 20 24 24 62 22 45 62 57 65 38 28 28 28 38 52 24 3 56 34 24 32 61 57 11 35 24 10 20 59 24 35 57 34 24 59 46 24 53 52 43 56 57 28 29 56 24 split_gain=4860.24 1989.73 430.113 78.906 53.3811 50.2011 14.5574 8.44681 7.44191 6.23625 5.6664 5.59451 5.339 5.00725 4.95544 1.37965 1.37378 1.18628 0.984628 0.954196 0.822832 0.787718 0.76546 0.734746 0.632962 0.521662 0.376836 0.684255 0.442241 0.278787 0.269409 0.220621 0.180729 0.172627 0.144729 0.140755 0.134711 0.128105 0.121331 0.106828 0.106172 0.105674 0.102148 0.101669 0.0981237 0.0893543 0.0790003 0.0758878 0.064618 0.0638686 0.0634999 0.0590561 0.054778 0.0527193 0.0519162 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24 24 24 24 24 24 24 24 26 24 24 21 49 37 24 64 21 21 24 24 21 22 64 23 24 45 25 56 31 24 23 46 24 21 22 46 24 22 22 22 24 56 55 22 24 24 37 31 58 44 23 24 35 46 24 24 21 41 23 21 24 29 40 23 24 29 52 46 56 23 43 50 40 24 52 23 23 24 21 37 37 21 split_gain=3974.8 1623.22 330.892 54.2599 44.2939 44.1611 8.75685 7.31058 6.04656 5.93802 4.86731 4.73813 4.63776 2.08955 1.4032 1.06986 0.902817 0.786712 0.782226 0.732592 0.730749 0.658835 0.625673 0.623256 0.585919 0.818601 0.554927 0.547925 0.293003 0.434228 0.223197 0.24138 0.195745 0.178169 0.16112 0.144416 0.153615 0.135305 0.123344 0.117345 0.114653 0.117779 0.114347 0.113233 0.0943881 0.0916446 0.0888173 0.0802119 0.0795254 0.0792671 0.0791333 0.0785427 0.0898804 0.0772204 0.0722543 0.0718225 0.070215 0.068758 0.0670081 0.0626835 0.133737 0.0594472 0.0547484 0.124109 0.0486706 0.0474102 0.0786169 0.0454742 0.0432946 0.0427588 0.0418778 0.0845374 0.0354367 0.0329939 0.03241 0.0609256 0.0316007 0.0287534 0.0285894 0.0275161 0.0241467 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1349 11238 320 568 689 660 9633 167283 1605 281 7884 252 370 316 367 290 619 150 986 322 129 100 59 1749 124 95 3525 3504 4359 52 217 131 82 218 49 41 129 50 188 128 1713 370 182 159 104 147 79 149 120 522 108 106 249 464 704 161 102 139 82 58 1045 157 134 1688 77 105 130 104 52 2570 124 62 55 62 70 73 110 73 217 53 70 1791 1789 47 194 172 98 76 88 41 47 is_linear=0 shrinkage=0.01089 Tree=294 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 18 18 18 18 18 23 18 18 27 18 18 18 18 18 27 26 18 18 18 18 18 18 59 31 40 62 22 2 18 45 23 18 29 34 18 34 55 62 57 21 18 18 62 18 18 18 18 21 22 62 62 55 18 61 23 61 18 5 23 50 22 22 62 18 33 45 18 55 47 18 23 27 55 10 29 40 27 55 40 23 45 57 40 62 22 18 32 21 18 split_gain=3863.55 1568.62 342.89 63.9359 41.8432 39.8256 11.7427 6.51585 5.96422 5.17111 4.83622 4.34867 4.34093 4.04788 1.29879 1.23701 1.21208 0.884238 0.827285 0.702725 0.700062 1.08712 0.661604 0.621534 0.610251 0.582515 0.575115 0.46613 0.366833 0.385745 0.355817 0.305234 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0 32 37 56 18 0 37 55 55 18 44 18 46 21 31 18 40 18 40 split_gain=3461.61 1431.28 294.163 46.9716 43.6342 39.8023 8.5954 6.75028 6.4481 5.59348 4.74666 4.41029 4.16304 3.73578 1.94385 1.25929 0.848244 0.78672 0.766902 0.726837 0.63809 0.628556 0.603172 0.552998 0.478784 0.759427 0.853721 0.417277 0.295552 0.346766 0.212959 0.208185 0.185867 0.166348 0.166775 0.165495 0.122006 0.111015 0.102551 0.0996729 0.0966156 0.092013 0.0888101 0.0844352 0.0841286 0.0833322 0.0796162 0.0789865 0.0737695 0.0718763 0.0692061 0.0671821 0.0653074 0.0647067 0.0642158 0.0604135 0.0554504 0.0543214 0.0534759 0.075704 0.0530029 0.0518023 0.0517608 0.0408185 0.0397209 0.0370265 0.0361702 0.0430475 0.0397549 0.0327021 0.0319258 0.0317589 0.042656 0.029596 0.0293463 0.027827 0.0277201 0.096389 0.101944 0.0254305 0.0252163 0.0235956 0.021727 0.0209646 0.0447319 0.0209146 0.0207858 0.0194152 0.0187319 0.0183922 0.0128665 0.0128094 0.0174706 0.0113205 0.00910121 threshold=17.421999999999574 7.6324999999997098 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500 161 82 1043 131 65 133 92 1247 98 79 55 254 130 516 695 57 110 165 143 139 61 78 58 45 81 2046 1020 79 119 136 86 50 961 87 48 2305 134 114 64 66 168 141 2106 253 113 43 is_linear=0 shrinkage=0.01089 Tree=304 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 24 24 57 24 24 24 24 24 24 24 24 24 24 24 24 29 37 21 27 24 24 24 24 24 29 21 29 26 65 27 27 24 34 24 24 22 3 27 22 21 24 29 21 3 22 52 24 21 65 2 24 24 37 22 24 28 45 24 28 46 24 46 57 46 22 22 34 21 63 62 61 55 58 24 22 21 38 21 40 26 49 55 35 35 35 24 32 12 52 29 split_gain=3113.12 1265.32 270.712 46.1309 36.4802 33.6359 9.43813 6.51006 5.1026 4.98538 4.22049 3.86289 3.69672 3.39849 2.87797 0.981698 0.712695 0.660205 0.654647 0.624889 0.601913 0.543174 0.91203 0.554187 0.718226 0.523583 0.520554 0.478216 0.459524 0.388078 0.36597 0.302308 0.306793 0.263128 0.203684 0.201098 0.165245 0.126647 0.126139 0.116765 0.116575 0.105135 0.104939 0.0833854 0.080613 0.0789882 0.0760121 0.073332 0.0697529 0.0651564 0.0663294 0.0639971 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43 723 1183 459 199 126 82 122 100 184 156 132 1678 165 84 90 75 61 143 155 159 93 78 49 50 106 81 57 131 106 99 75 71 61 1808 113 54 59 is_linear=0 shrinkage=0.01089 Tree=306 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 18 18 18 18 34 18 23 18 9 18 18 18 35 31 18 18 18 18 18 18 23 9 18 18 64 46 18 23 18 23 45 3 18 43 18 49 64 18 28 18 10 62 64 23 23 33 31 46 43 32 23 28 64 0 18 33 62 32 32 18 59 47 18 59 64 33 18 26 35 38 18 56 45 18 47 2 46 32 28 18 5 18 56 18 35 62 49 33 split_gain=2936.92 1221.64 247.134 40.9033 34.3902 34.0607 8.10997 6.11504 5.07169 4.63249 3.78764 3.49899 3.41443 2.70012 1.0854 0.992007 0.897203 0.798856 0.761401 0.715502 0.645486 0.609972 0.577146 0.425655 0.416574 0.39859 0.381761 0.205004 0.229798 0.194053 0.162893 0.211071 0.147095 0.128135 0.117062 0.109574 0.091261 0.092544 0.0905583 0.0860265 0.0839747 0.0776104 0.0764329 0.118836 0.0728013 0.0713937 0.0619463 0.0615368 0.0611217 0.0796404 0.063025 0.0608429 0.060224 0.0568319 0.0553381 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672 62 435 49 135 1093 161 48 160 52 40 166 121 85 1689 82 164 65 78 82 114 94 99 108 223 181 128 84 67 83 2313 259 is_linear=0 shrinkage=0.01089 Tree=308 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 18 18 18 34 18 18 10 55 7 18 18 29 18 18 18 18 18 18 65 18 29 18 39 28 21 28 10 62 18 35 18 33 22 51 18 18 22 62 18 33 18 65 34 18 18 52 64 47 41 27 65 62 28 23 29 22 18 18 19 18 10 39 34 32 35 29 58 29 22 62 40 46 34 47 50 29 52 46 39 21 52 21 40 41 50 18 33 22 split_gain=2850.98 1151.3 250.002 42.5803 32.9648 29.3167 6.27957 5.1115 4.10351 3.84758 3.40012 3.28288 2.87843 1.96749 1.82666 0.872191 0.804295 0.736418 0.696015 0.684846 0.572712 0.546515 0.508982 0.476993 0.451828 0.362374 0.360629 0.292912 0.291393 0.25125 0.220638 0.217441 0.201732 0.149174 0.153495 0.137067 0.137033 0.107136 0.106547 0.0838796 0.0785215 0.0759542 0.0733048 0.0723021 0.0644972 0.0625007 0.0619052 0.057305 0.0571163 0.0562308 0.0533085 0.052884 0.0512107 0.0492066 0.108474 0.0610165 0.0483443 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231.363 39.279 31.4598 30.3535 6.14358 4.41723 4.25901 3.75473 3.49325 3.32651 2.98706 1.9354 1.24721 1.14885 1.01297 0.714203 0.680881 0.611462 0.567823 0.530545 0.469376 0.453277 0.437446 0.405965 0.37515 0.360512 0.216033 0.226277 0.215458 0.201299 0.415543 0.190614 0.198946 0.120218 0.103137 0.102446 0.101666 0.100616 0.100535 0.085772 0.107621 0.0798489 0.0691732 0.0648702 0.0620398 0.0617446 0.0867116 0.0678535 0.0604788 0.0583537 0.0571309 0.0550947 0.0541485 0.0517038 0.0515389 0.0511115 0.0505491 0.0629234 0.046898 0.046834 0.0692759 0.0984346 0.0500535 0.0441694 0.0817749 0.043464 0.0382462 0.0371588 0.0365483 0.034687 0.0858826 0.0344526 0.0307714 0.0302539 0.0289142 0.0259289 0.0285757 0.0255978 0.0225499 0.0207125 0.0624085 0.0275814 0.0206604 0.0197798 0.0194901 0.0513716 0.0179349 0.0177412 0.0168758 0.0163107 0.0160438 0.0160892 0.0158628 threshold=17.421999999999574 7.6324999999997098 35.827499999988511 46.030999999988133 11.382499999999711 26.234999999998767 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69 141 109 73 639 1693 107 149 63 41 53 52 1396 221 124 57 56 169 62 107 280 41 158 119 78 91 2346 73 104 80 87 is_linear=0 shrinkage=0.01089 Tree=310 num_leaves=96 num_cat=0 split_feature=30 30 30 30 30 30 23 30 30 30 30 40 30 30 30 2 30 45 30 30 38 37 30 30 30 30 30 30 33 50 0 30 6 29 37 30 30 46 19 30 64 38 50 50 29 37 30 11 40 39 32 62 39 30 19 30 30 30 23 23 6 30 33 39 47 44 58 33 29 64 46 29 37 61 30 40 33 64 30 62 37 30 38 46 56 45 30 30 30 43 40 12 33 33 58 split_gain=2745.61 1105.77 243.976 42.2363 31.5252 28.1067 9.22898 4.90264 4.1931 3.69953 3.6672 3.33078 3.15556 2.73385 0.811724 0.798142 0.772858 0.719582 0.641948 0.613598 0.58726 1.35002 0.571896 0.542409 0.484408 0.468446 0.433534 0.324823 0.228506 0.390928 0.397495 0.216655 0.181274 0.233311 0.22807 0.14943 0.121991 0.121717 0.11713 0.0834504 0.0789716 0.0736629 0.0668394 0.0839627 0.0654678 0.065149 0.0644402 0.0625786 0.0652628 0.0625452 0.0612851 0.0628642 0.0606066 0.0585402 0.0584591 0.0519437 0.0509302 0.0507855 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5.25768 4.10234 3.25868 3.13943 3.08723 2.67463 2.42187 0.794182 0.756093 0.679788 0.655075 0.820853 0.600466 0.473896 0.458286 0.42424 0.40958 0.401607 0.31778 0.313187 0.322164 0.679239 0.247668 0.211895 0.189683 0.183022 0.235105 0.173981 0.163742 0.146144 0.119333 0.111563 0.102631 0.090708 0.0858561 0.0815982 0.0798872 0.0710397 0.108495 0.067571 0.0653178 0.0820569 0.0620464 0.0616674 0.061138 0.0586256 0.0542122 0.0521525 0.0519702 0.0510367 0.0509991 0.0498048 0.0496664 0.048913 0.0469432 0.0463573 0.0965431 0.0456412 0.0455064 0.0721453 0.0491781 0.0453136 0.0441384 0.0396847 0.0369658 0.0364873 0.0348818 0.0345565 0.0815282 0.0337533 0.0331269 0.033886 0.0365818 0.0318467 0.0299728 0.0298345 0.0301848 0.0285216 0.026775 0.0257296 0.022983 0.0228106 0.0212093 0.0188642 0.0166318 0.0153707 0.0150649 threshold=16.687500000002732 7.6324999999997098 35.444999999999716 46.030999999988133 24.890499999999978 11.062999999997375 58.65649999999733 0.43301270189221946 29.81249999998909 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445 37 22 26 20 20 35 33 21 36 20 31 25 21 73 2102 1403 25 30 31 32 29 41 20 22 24 25 24 24 24 34 24 605 350 126 28 295 257 28 22 22 28 20 37 21 34 30 21 29 48 28 155 22 24 37 24 30 64 181 33 20 29 21 1300 52 41 25 42 74 28 30 142 internal_value=0 -0.000148234 0.0117114 0.0160357 0.00885749 0.00313062 0.018811 0.0231829 0.0103687 0.014097 -0.000367611 0.0071051 0.00439951 0.00290082 0.0181981 0.0134312 0.00279966 0.00953482 0.0190855 0.0199138 0.0113811 0.00403995 0.00499432 0.0032323 0.00790321 0.0209469 0.00637337 0.0171871 0.0168343 0.0161962 0.0174893 0.0154722 0.0158393 0.0184884 0.0188014 0.0183821 0.0026632 0.0129885 0.00289054 0.00265613 0.0180067 0.0118207 0.011692 0.0099654 0.00752271 0.0108748 0.0110627 0.0101604 0.0140477 0.0142714 0.0113671 0.0115188 0.0149894 0.0116767 0.0119435 0.00311898 0.00343445 0.00531684 0.00979634 0.00427885 0.00381766 0.00833555 0.00671413 0.00663394 0.00633439 0.0105616 0.0076219 0.00748829 0.00729436 0.0147225 0.00906089 0.00847154 0.0144811 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is_linear=0 shrinkage=0.01089 Tree=312 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 23 24 24 24 34 24 24 24 24 24 24 24 2 43 61 24 24 24 24 24 3 24 24 24 21 59 49 22 24 27 21 24 21 21 22 49 63 46 22 43 24 3 21 24 34 22 50 50 24 27 55 27 24 24 24 24 21 40 63 61 24 21 46 12 21 63 46 24 34 50 23 50 24 52 43 52 35 23 43 24 29 46 24 49 6 2 34 34 24 split_gain=2592.57 1065.1 224.92 35.1809 32.3001 28.1949 8.00001 4.98048 4.1386 3.31934 3.26919 3.20875 3.06208 2.91667 0.866854 0.807742 0.716711 0.659021 0.590419 0.72834 0.56071 0.441552 0.399914 0.399428 0.398811 0.383087 0.329136 0.328321 0.271665 0.25364 0.20523 0.182968 0.209755 0.16865 0.144214 0.141638 0.230481 0.125732 0.108214 0.16298 0.0979072 0.0905008 0.149432 0.0902627 0.088318 0.0771249 0.0755745 0.0734762 0.0681927 0.0628287 0.0570467 0.0565606 0.0535121 0.0715974 0.0522319 0.11909 0.0840094 0.120803 0.0467964 0.0463575 0.0458365 0.0456355 0.0455056 0.0453654 0.0424263 0.0405914 0.0392991 0.0392874 0.0583284 0.0447683 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58 69 52 277 2302 71 is_linear=0 shrinkage=0.01089 Tree=314 num_leaves=96 num_cat=0 split_feature=30 34 30 30 30 30 30 57 30 30 30 30 30 30 30 30 30 30 30 30 29 25 21 30 0 30 30 30 30 9 30 21 21 21 2 34 45 9 30 3 57 37 22 44 34 30 22 50 32 22 30 35 50 21 44 50 34 33 52 30 40 64 30 6 47 44 21 33 37 37 30 33 30 47 30 22 45 53 64 38 31 30 41 33 32 56 44 30 35 27 30 55 35 33 49 split_gain=2490 1011.15 222.716 41.077 27.7056 25.789 7.53589 6.19114 4.29612 3.75992 3.29173 2.95514 2.84322 2.56578 2.17304 0.707836 0.555082 0.491144 0.466007 0.461392 0.456118 0.505944 0.741188 0.523512 0.446562 0.428111 0.419871 0.412105 0.401398 0.344503 0.318224 0.280025 0.522038 0.272569 0.143007 0.161085 0.139577 0.125779 0.123678 0.120138 0.106616 0.109184 0.105026 0.103896 0.0954956 0.0924781 0.0894631 0.0862093 0.0871294 0.0774365 0.0642076 0.0634823 0.0612536 0.0602955 0.0595479 0.0584085 0.0582115 0.0558591 0.0555758 0.0525274 0.051814 0.0644796 0.058433 0.0478961 0.0574911 0.0592254 0.047593 0.0470346 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183 97 333 106 1499 58 493 1109 66 47 107 65 625 74 71 62 64 43 66 50 44 95 48 47 220 174 131 70 41 149 81 internal_count=180472 178239 2233 831 1402 11208 321 742 660 510 9621 167031 1587 301 7887 122 96 72 388 316 311 344 1002 585 199 354 1734 98 76 54 179 148 101 3789 3763 124 83 42 182 4098 134 66 175 129 171 113 124 86 212 187 213 99 166 101 53 131 110 132 252 509 1520 114 102 71 183 97 333 106 1499 58 493 1109 66 47 107 65 625 74 71 62 64 43 66 50 44 95 48 47 220 174 131 70 41 149 81 is_linear=0 shrinkage=0.01089 Tree=319 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 18 18 18 18 34 18 18 18 10 63 51 18 18 18 18 18 18 18 18 18 19 32 18 27 34 18 28 34 9 23 28 18 62 45 44 28 29 22 22 3 18 18 33 18 56 18 45 62 37 29 28 22 50 22 33 23 27 22 35 10 50 51 45 22 18 3 18 18 63 10 22 3 33 49 56 18 58 52 18 63 52 56 23 52 34 34 65 49 split_gain=2246.92 917.959 189.131 29.3725 28.5036 25.5767 6.05826 4.08586 3.59179 3.5571 3.02406 2.81016 2.42183 2.15559 0.804974 0.630791 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76 2243 23 22 33 24 25 1774 20 29 21 21 36 24 20 48 38 21 20 37 21 231 27 20 36 24 21 41 50 21 21 20 35 32 28 27 20 31 50 34 484 26 198 1424 48 35 38 30 28 28 56 318 41 24 133 20 28 46 199 31 32 22 20 35 internal_value=0 -0.000134317 0.0108577 0.0149744 0.00841745 0.00288266 0.0175566 0.00695245 0.0100641 0.0133484 0.00267501 -0.000336761 0.00418616 0.0171676 0.00258344 0.0182981 0.0178656 0.0185241 0.00617923 0.0109046 0.0126165 0.00929139 0.0038801 0.00308047 0.0144908 0.00779944 0.00479685 0.0149718 0.0152848 0.0163948 0.0140207 0.00246885 0.00246305 0.0160274 0.017668 0.0157467 0.0143802 0.011363 0.00268938 0.0168879 0.0104328 0.0100175 0.0106263 0.0104387 0.00664693 0.0074449 0.0131743 0.0133896 0.00898641 0.012245 0.00579421 0.00599968 0.00408839 0.0107972 0.0147541 0.011231 0.00726355 0.0162012 0.0123335 0.0121245 0.00650154 0.00876731 0.00237367 0.00977948 0.0050519 0.0165146 0.00694712 0.00621574 0.00922054 0.00903499 0.00812968 0.00296389 0.00993275 0.00365203 0.00236603 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shrinkage=0.01089 Tree=320 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 18 12 18 18 18 18 34 18 18 37 18 35 18 18 18 18 18 18 59 18 25 21 2 18 3 29 56 21 18 18 37 34 18 56 31 28 51 62 53 21 62 18 55 35 37 18 47 23 18 52 2 21 18 8 55 18 18 33 18 12 3 55 35 33 18 3 47 21 40 28 35 29 18 40 65 40 18 52 52 18 63 28 62 18 18 40 62 29 split_gain=2152.1 898.302 180.513 28.3479 25.3267 24.5478 6.01394 4.08641 3.6282 3.0759 2.98173 2.68031 2.5524 2.28823 1.32521 0.732731 0.727502 0.575941 0.49706 0.4371 0.407705 0.392226 0.369856 0.354517 0.354079 0.309541 0.295951 0.265642 0.272213 0.261721 0.246485 0.327958 0.207189 0.176495 0.167843 0.165386 0.121934 0.107797 0.18607 0.106023 0.103634 0.108503 0.101126 0.0871855 0.0815817 0.074677 0.0708021 0.0658092 0.0726874 0.0735789 0.0608991 0.0641875 0.0596272 0.0591266 0.052694 0.0523041 0.0521803 0.0507063 0.0473475 0.0459404 0.043418 0.0433607 0.0390223 0.0363614 0.035286 0.0336325 0.0331612 0.0305528 0.0301372 0.0379221 0.029674 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shrinkage=0.01089 Tree=324 num_leaves=96 num_cat=0 split_feature=18 19 18 18 18 18 18 18 18 65 18 18 34 18 18 18 19 18 23 47 18 18 18 18 18 21 18 25 34 21 32 47 47 18 10 62 0 28 18 33 56 31 18 35 46 18 35 59 21 22 21 62 62 56 18 46 18 32 32 53 18 22 32 6 6 56 51 45 23 57 59 35 28 18 33 35 64 16 10 46 46 63 45 18 18 21 33 57 22 21 63 51 41 59 19 split_gain=1981.24 811.346 175.21 30.0019 22.994 20.7167 6.25629 3.81941 3.02905 2.97994 2.44753 2.25381 2.06549 1.93147 1.75368 0.610116 0.534558 0.474509 0.445543 0.650754 0.381308 0.373143 0.365445 0.345255 0.329669 0.29732 0.289779 0.253732 0.234119 0.165867 0.617089 0.249731 0.182381 0.157232 0.145596 0.19807 0.124635 0.119497 0.095842 0.0946782 0.0923653 0.113777 0.0902921 0.0892054 0.0885409 0.0895593 0.0760999 0.0851202 0.0747421 0.0667152 0.0661847 0.0652937 0.061127 0.0556522 0.0539772 0.0509676 0.0496995 0.04424 0.0611525 0.0600899 0.0439169 0.0437561 0.0428728 0.0407409 0.0635293 0.0402344 0.0399753 0.0456153 0.0394136 0.0568582 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47 120 92 72 160 129 101 80 72 256 192 101 78 47 72 134 83 67 68 535 741 2048 52 41 91 61 68 58 103 82 1094 internal_count=180605 178349 2256 899 1357 11135 361 728 538 43 1752 629 167214 9383 318 360 7058 248 166 84 1104 328 368 648 2325 54 290 82 61 152 77 75 49 301 125 86 53 123 233 59 127 57 4340 164 2718 2692 89 53 142 130 74 164 101 167 569 101 1584 176 150 125 392 132 70 80 47 120 92 72 160 129 101 80 72 256 192 101 78 47 72 134 83 67 68 535 741 2048 52 41 91 61 68 58 103 82 1094 is_linear=0 shrinkage=0.01089 Tree=325 num_leaves=96 num_cat=0 split_feature=18 19 18 18 18 18 18 18 18 34 18 18 34 18 18 19 18 23 47 18 18 18 18 18 18 18 6 9 34 37 0 57 6 18 10 9 3 18 35 22 52 57 44 18 22 50 52 22 22 43 22 22 56 18 34 47 18 23 10 18 37 0 50 45 47 41 38 56 41 18 43 16 38 37 35 34 50 19 63 64 45 59 18 18 39 23 39 37 58 39 18 50 39 18 52 split_gain=1938.36 793.772 171.422 30.9993 21.0686 20.2681 6.12089 3.33084 3.24776 2.39866 2.39452 2.20501 2.02078 1.88962 1.71562 0.522964 0.46417 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is_linear=0 shrinkage=0.01089 Tree=328 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 24 65 24 24 24 24 34 24 24 24 55 29 40 24 24 24 24 24 24 24 24 24 31 50 2 56 24 28 21 52 21 35 9 22 35 28 22 24 50 21 22 55 40 33 24 39 9 22 24 64 22 45 62 47 45 22 10 37 33 64 29 22 23 50 47 2 24 34 23 40 51 4 22 22 65 64 21 46 19 64 29 46 37 62 24 24 47 45 24 split_gain=1834.87 753.017 155.465 28.8046 20.6197 17.7568 6.42526 3.41643 3.16539 2.50825 2.44815 2.42964 2.31432 1.92465 1.53552 0.670346 0.437676 0.440925 0.426438 0.407831 0.392354 0.361869 0.341386 0.330553 0.296076 0.295251 0.270244 0.259889 0.216147 0.210083 0.246714 0.222791 0.205781 0.170654 0.196688 0.170886 0.153785 0.143945 0.127291 0.124916 0.108861 0.102245 0.134163 0.0905302 0.079739 0.084417 0.070819 0.0607358 0.0604189 0.0553173 0.0551988 0.0483456 0.0583869 0.0481151 0.0476548 0.0474257 0.0454815 0.068845 0.0452256 0.0735559 0.0583917 0.0445242 0.0432828 0.0408609 0.0937276 0.0399835 0.0572823 0.0399141 0.0398077 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131 95 68 226 136 116 76 140 47 84 120 589 180 149 124 75 60 383 526 42 183 1446 162 99 58 142 85 48 771 57 45 46 40 139 51 88 42 51 internal_count=180608 178341 2267 869 1398 11158 310 775 559 623 1729 167183 290 9429 118 66 52 451 7212 46 337 334 222 172 1115 2217 95 70 614 324 94 73 289 2734 127 133 51 43 225 78 52 176 98 4478 201 74 161 2713 82 155 96 59 153 110 141 107 151 131 95 68 226 136 116 76 140 47 84 120 589 180 149 124 75 60 383 526 42 183 1446 162 99 58 142 85 48 771 57 45 46 40 139 51 88 42 51 is_linear=0 shrinkage=0.01089 Tree=335 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 53 18 18 18 18 40 18 18 9 28 55 18 18 18 18 18 18 28 21 18 55 55 18 18 18 21 18 18 40 27 21 21 56 46 18 22 18 3 44 18 59 40 38 59 59 37 21 49 64 56 21 28 27 22 31 33 21 21 35 26 9 44 28 18 18 28 18 28 61 59 37 18 33 22 53 46 46 18 61 21 61 33 46 22 56 55 47 37 10 split_gain=1559.43 640.105 140.209 23.412 19.7011 16.453 5.55817 3.21167 2.99853 2.08135 1.88685 1.75211 1.59863 1.58552 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48 95 60 639 117 63 186 109 77 50 43 64 77 1977 1593 185 167 66 57 118 146 770 48 63 263 44 70 45 347 86 473 95 67 internal_count=180811 178542 2269 952 1317 11148 413 713 393 539 1722 167394 9426 604 189 162 118 44 7063 95 342 371 1112 61 204 147 104 58 2363 57 610 46 302 249 290 99 64 302 2749 43 193 155 172 95 4314 185 135 85 56 54 2729 135 109 131 67 126 157 40 66 150 111 72 48 95 60 639 117 63 186 109 77 50 43 64 77 1977 1593 185 167 66 57 118 146 770 48 63 263 44 70 45 347 86 473 95 67 is_linear=0 shrinkage=0.01089 Tree=337 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 18 18 18 18 40 18 18 62 2 44 18 18 18 18 61 18 9 2 32 22 18 28 18 55 49 18 18 18 18 52 44 35 46 43 28 52 58 46 39 39 18 47 40 23 23 33 45 19 22 22 45 33 45 28 18 22 39 22 41 53 22 22 40 18 65 61 32 1 22 49 57 39 18 31 23 39 40 57 45 65 55 11 53 35 61 18 41 18 split_gain=1493.86 611.033 130.859 24.0699 15.7877 15.6646 5.20834 2.56987 2.35567 1.87078 1.78004 1.76512 1.52272 1.41172 0.685526 0.727248 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44 1204 is_linear=0 shrinkage=0.01089 Tree=338 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 18 18 18 46 18 18 18 10 55 51 18 18 18 61 33 61 33 51 18 18 18 47 18 45 18 37 18 57 27 41 21 18 44 39 32 18 57 44 21 44 62 21 64 53 33 39 39 6 18 46 65 46 23 35 27 53 28 33 39 23 45 33 45 47 28 28 6 50 37 39 1 61 18 23 18 62 57 46 21 33 33 33 18 46 18 62 18 32 split_gain=1462.82 611.474 120.692 20.2622 17.8995 17.3667 5.46636 2.43991 2.37299 2.01284 1.75242 1.74909 1.73408 1.53107 0.639373 0.704738 0.93246 0.537866 0.481211 0.362533 0.325618 0.309787 0.33413 0.323407 0.295541 0.290673 0.248715 0.233801 0.227937 0.22656 0.214262 0.179244 0.155199 0.13791 0.122684 0.120871 0.120466 0.109501 0.110126 0.0832481 0.0688942 0.0967099 0.0648603 0.0642112 0.0851638 0.0710511 0.0647933 0.0610477 0.0605213 0.0604875 0.0576599 0.0569311 0.0951418 0.0578886 0.0557099 0.0595971 0.0551489 0.0542523 0.052256 0.0507566 0.0491778 0.0471849 0.0470953 0.0469312 0.060459 0.0460441 0.0408053 0.0717139 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40 39 46 24 34 24 24 21 26 28 34 55 34 24 50 24 0 34 53 33 24 24 24 47 10 28 53 57 33 44 split_gain=1255.3 514.606 109.471 18.1058 13.6214 13.1156 2.13459 2.0976 1.92664 1.91728 1.6801 1.64294 1.58331 1.25718 0.733048 1.04301 0.941611 0.423158 0.336946 0.331041 0.310648 0.254666 0.248928 0.227091 0.225128 0.223453 0.223224 0.309297 0.290709 0.261017 0.200034 0.197328 0.166552 0.141175 0.134187 0.13055 0.125399 0.114737 0.185313 0.100918 0.0717833 0.0714701 0.114626 0.0686025 0.0633686 0.06123 0.0581465 0.0622451 0.0652749 0.0568177 0.0562926 0.0547902 0.0523785 0.0506677 0.0450087 0.0394689 0.039389 0.0364036 0.0547046 0.0549517 0.0356546 0.0345311 0.0475151 0.0415602 0.0321698 0.0367751 0.031965 0.0309651 0.0306158 0.0283175 0.028217 0.0271058 0.0268626 0.0264947 0.0420431 0.0251157 0.0465278 0.0245351 0.0243836 0.0241971 0.0241124 0.0234238 0.0636685 0.0368434 0.0232936 0.0229267 0.0212386 0.0192345 0.0190781 0.0214796 0.0186854 0.0172967 0.042241 0.0170339 0.0167885 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124 76 55 118 350 78 275 48 2764 125 89 60 76 186 205 87 159 168 118 181 161 78 43 168 2744 4202 101 72 87 94 184 164 80 43 142 101 53 133 107 78 1997 216 58 871 296 51 84 44 166 138 48 508 83 1603 107 71 42 82 113 388 561 97 59 75 134 114 199 91 is_linear=0 shrinkage=0.01089 Tree=346 num_leaves=96 num_cat=0 split_feature=18 20 18 18 18 18 47 18 18 18 18 27 18 23 55 55 39 39 18 18 18 18 18 18 18 64 47 51 18 18 27 39 18 23 29 18 55 27 33 46 62 46 59 22 6 47 6 22 62 62 39 7 0 44 18 34 62 46 0 22 49 64 46 27 55 44 18 23 45 33 45 49 22 22 57 23 59 65 65 27 52 45 23 18 39 18 18 40 27 18 33 20 40 18 52 split_gain=1235.04 507.195 105.381 17.8831 14.4299 13.8398 4.09159 2.71527 2.41389 1.97626 1.67817 1.65024 1.29689 0.935271 0.577217 0.858972 0.655007 0.561599 0.447381 0.336449 0.320448 0.27938 0.255648 0.219481 0.218449 0.209421 0.241321 0.26641 0.207465 0.194774 0.159532 0.18863 0.15576 0.114972 0.111212 0.0885569 0.0856605 0.080955 0.0875782 0.0808361 0.0744465 0.0770583 0.100605 0.068509 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23 37 59 35 0 26 39 21 35 21 59 21 58 21 58 37 56 35 34 33 64 43 55 47 18 41 56 61 47 56 61 21 56 41 56 18 18 59 64 37 3 25 21 21 21 18 18 18 split_gain=1140.86 470.408 103.042 18.0438 12.9609 12.0472 4.92031 2.05745 1.79725 1.74223 1.49793 1.3962 1.37369 1.18504 0.536617 0.419225 0.576312 0.368594 0.360829 0.411687 0.329209 0.276128 0.217772 0.205601 0.201517 0.199392 0.181346 0.243037 0.652703 0.188659 0.173544 0.171482 0.145643 0.1412 0.120684 0.121739 0.111083 0.101851 0.0782819 0.118254 0.0732056 0.0692612 0.0643168 0.0609645 0.0589738 0.0583214 0.0670197 0.0539018 0.0481176 0.101829 0.0715848 0.0567611 0.047692 0.103056 0.0463766 0.0449851 0.0446715 0.0439615 0.0430055 0.0485867 0.0423015 0.0401118 0.0397117 0.0391549 0.0348815 0.0346219 0.034171 0.0338161 0.0377835 0.0684742 0.0398717 0.0362312 0.0374876 0.0333245 0.0336966 0.0293919 0.0288897 0.0332371 0.0367244 0.0288167 0.0414945 0.0297719 0.0282531 0.0279957 0.0274953 0.0255772 0.0399846 0.0243069 0.023404 0.0231523 0.034487 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58 372 399 300 243 289 2051 174 119 60 55 984 609 59 3109 122 46 121 299 89 52 158 151 76 3089 4416 122 68 54 149 92 68 57 211 78 132 177 45 93 154 89 50 65 133 47 161 131 188 195 156 76 50 80 58 134 95 66 99 63 40 108 87 67 1349 518 138 95 63 43 43 118 71 93 702 253 356 is_linear=0 shrinkage=0.01089 Tree=350 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 18 18 18 34 18 18 18 27 39 2 49 18 18 18 18 53 18 12 33 33 18 61 18 21 21 39 18 40 32 22 47 20 33 3 23 33 28 18 46 22 22 47 55 43 52 39 34 18 21 41 22 46 22 39 61 6 23 50 22 52 38 32 55 32 33 49 22 40 23 59 61 33 59 61 49 43 21 32 18 18 22 32 21 50 31 18 22 64 split_gain=1135.2 464.723 94.9467 14.7487 14.4234 12.7634 3.62808 2.42121 1.69105 1.54037 1.52388 1.211 1.20876 1.17709 0.714425 1.40557 0.833491 0.685415 0.419238 0.288366 0.277591 0.249352 0.212681 0.201956 0.196431 0.185882 0.205428 0.183871 0.177953 0.174321 0.168629 0.208536 0.265989 0.138052 0.135727 0.113198 0.112618 0.108474 0.102516 0.10196 0.134985 0.154731 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internal_weight=0 178585 2218 1417 801 11188 340 733 684 9656 167397 461 1532 320 120 94 73 50 7890 384 335 398 200 998 174 152 77 1766 75 287 176 135 113 534 3789 80 300 50 40 149 129 87 47 41 3769 140 51 238 181 126 55 138 154 131 4101 160 146 123 89 188 160 45 198 123 78 251 210 96 68 183 136 114 86 101 42 55 99 79 44 93 67 101 80 1701 40 112 509 57 57 61 44 48 1122 489 43 internal_count=180803 178585 2218 1417 801 11188 340 733 684 9656 167397 461 1532 320 120 94 73 50 7890 384 335 398 200 998 174 152 77 1766 75 287 176 135 113 534 3789 80 300 50 40 149 129 87 47 41 3769 140 51 238 181 126 55 138 154 131 4101 160 146 123 89 188 160 45 198 123 78 251 210 96 68 183 136 114 86 101 42 55 99 79 44 93 67 101 80 1701 40 112 509 57 57 61 44 48 1122 489 43 is_linear=0 shrinkage=0.01089 Tree=351 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 18 18 18 46 23 18 18 9 55 47 18 18 32 18 18 38 5 58 18 12 33 33 18 61 18 55 18 40 18 47 33 3 23 18 61 58 39 47 6 52 39 29 26 18 32 47 49 23 23 57 18 18 1 39 40 52 55 32 33 5 43 38 23 39 41 40 23 46 61 63 29 58 18 65 65 39 58 47 61 49 23 18 39 46 58 18 18 18 split_gain=1110.63 454.657 92.8921 14.4294 14.1113 12.4871 3.55764 2.36882 1.65443 1.507 1.49111 1.19075 1.18477 1.18257 1.03009 1.13061 0.76501 0.410145 0.282115 0.27575 0.271531 0.243917 0.213977 0.281752 0.201545 0.197568 0.19213 0.181809 0.200956 0.179876 0.174047 0.17052 0.138327 0.135049 0.132787 0.106588 0.106079 0.0997028 0.132005 0.151327 0.0820414 0.0666407 0.0646741 0.0647906 0.0642378 0.0610004 0.0577019 0.0550554 0.0537858 0.0583998 0.0513119 0.0485494 0.0656842 0.0475595 0.102816 0.050147 0.0439866 0.0426102 0.0417218 0.0457516 0.0411634 0.0435089 0.0380944 0.0378315 0.070015 0.0437627 0.0374912 0.0446496 0.03701 0.033502 0.0444565 0.0365074 0.0334968 0.033044 0.0326728 0.0325225 0.045789 0.0340205 0.0323322 0.0314251 0.030241 0.0350293 0.0295265 0.0285873 0.0285343 0.028047 0.0271352 0.0256403 0.0255399 0.0250001 0.0245724 0.0306461 0.0215338 0.0200699 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335 398 168 64 104 998 174 152 77 1766 75 287 73 534 3789 300 50 149 129 87 3769 40 181 147 40 238 138 154 146 126 4101 123 66 131 110 85 46 105 133 90 89 58 210 183 136 114 113 64 49 188 122 66 42 55 63 187 113 74 251 57 93 72 100 43 41 93 42 1701 509 57 209 70 1122 1677 489 is_linear=0 shrinkage=0.01089 Tree=352 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 24 47 24 24 27 24 24 24 23 9 57 53 24 24 24 29 24 58 2 24 24 24 24 24 45 27 24 50 24 57 23 57 3 56 34 62 28 31 19 61 31 47 33 6 56 23 2 22 39 24 47 23 45 24 40 27 45 39 39 19 33 22 45 37 33 52 37 50 57 23 37 24 47 39 24 31 22 29 46 63 31 28 24 33 24 63 33 3 22 38 split_gain=1082.65 446.109 92.5864 15.8934 12.6576 12.386 4.00554 2.21524 2.20353 1.74325 1.52689 1.47144 1.2095 0.964635 0.803407 0.667677 0.63499 0.364709 0.302718 0.280581 0.25442 0.216261 0.212684 0.233085 0.210074 0.187774 0.175484 0.156801 0.150282 0.188973 0.134701 0.209693 0.310987 0.133539 0.132094 0.112053 0.102026 0.0952015 0.0898395 0.0881884 0.0868444 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628 9626 1595 272 119 94 48 46 7603 325 390 222 187 150 281 2023 1015 356 580 347 121 53 68 46 172 153 118 66 52 3501 124 42 3475 153 142 99 243 79 115 88 65 157 132 45 4102 107 91 185 98 73 162 57 147 43 121 49 2423 214 127 71 133 109 63 87 222 136 88 358 65 46 41 91 40 110 61 49 1052 65 765 518 75 50 66 126 105 is_linear=0 shrinkage=0.01089 Tree=354 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 41 18 39 18 18 18 18 18 45 51 18 18 18 27 55 0 41 18 18 18 18 18 55 0 6 35 9 18 57 21 49 44 46 18 22 21 37 19 19 46 57 21 39 57 7 22 0 63 22 50 32 65 39 40 18 21 46 22 33 46 21 35 6 21 40 40 22 44 32 18 21 32 37 50 21 46 27 39 9 18 18 46 22 18 18 31 40 27 27 split_gain=1029.49 426.877 86.2361 13.7824 12.628 11.8658 3.90609 2.16828 1.71565 1.70763 1.53565 1.4062 1.1295 0.517128 0.667946 1.08385 0.348576 0.324242 0.265623 0.259383 0.23655 0.262414 0.264792 0.220991 0.2071 0.181924 0.179195 0.152783 0.150779 0.213636 0.271466 0.388995 0.148756 0.142733 0.124437 0.118518 0.105 0.0838312 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18 62 27 31 29 21 21 12 1 34 39 18 61 61 40 55 63 52 0 63 34 40 63 61 7 50 18 21 52 58 63 21 21 18 18 44 27 61 27 39 27 34 18 29 21 61 50 21 40 23 49 50 33 18 52 18 50 58 37 27 64 26 21 18 57 23 split_gain=1007.21 417.631 84.3702 13.4842 12.3548 11.6089 4.22384 2.12127 1.67853 1.6706 1.50238 1.37574 1.10505 0.616229 0.777242 0.729992 0.800962 0.422326 0.341013 0.317214 0.259822 0.231364 0.277323 0.247064 0.216166 0.202605 0.177989 0.175301 0.149441 0.139643 0.136474 0.127301 0.160186 0.128572 0.11595 0.101283 0.0971887 0.0811855 0.0783909 0.0767591 0.0676214 0.0615538 0.0936425 0.109276 0.0716822 0.0852975 0.0612134 0.0564788 0.0872274 0.0591704 0.0559872 0.0926925 0.0529845 0.0521731 0.0491026 0.0469452 0.0468092 0.0556736 0.0499677 0.0421778 0.0420553 0.0416763 0.0410212 0.035336 0.033134 0.0330936 0.0315011 0.0293624 0.0405615 0.0293418 0.0326412 0.0284861 0.028467 0.0283492 0.0398065 0.0528149 0.033581 0.0277895 0.0270733 0.0260344 0.0536001 0.0255134 0.0238978 0.0236342 0.0232137 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11209 287 772 167400 651 502 9668 1541 266 112 85 60 40 7650 412 329 173 142 110 364 2018 360 1002 287 539 48 154 134 110 2915 62 88 65 154 121 4735 173 105 75 68 44 156 141 88 53 133 59 105 185 104 2895 170 98 72 71 50 70 242 51 67 47 78 74 54 219 161 820 124 179 124 92 55 81 98 103 68 54 355 2148 526 47 184 154 134 72 57 56 476 164 52 is_linear=0 shrinkage=0.01089 Tree=356 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 18 18 18 46 18 18 18 55 45 53 18 18 18 18 18 62 22 18 2 18 18 18 18 18 10 21 21 21 27 21 33 38 41 47 18 57 40 37 62 50 43 31 21 33 64 37 47 41 28 40 21 22 21 56 22 47 45 18 29 45 51 34 49 18 57 40 57 61 58 28 65 34 2 10 10 18 18 52 18 58 57 18 57 32 65 61 28 46 split_gain=996.099 409.976 83.0329 13.0109 11.9317 11.5516 3.4867 1.72307 1.71211 1.63127 1.44924 1.2686 1.23276 0.948807 0.597496 1.0597 0.641609 0.311538 0.221269 0.21222 0.207026 0.204957 0.419913 0.270862 0.201668 0.197006 0.19874 0.194911 0.187259 0.181705 0.167037 0.153307 0.146854 0.132511 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30 2 30 30 30 30 30 21 21 21 61 2 57 57 35 57 50 47 30 57 40 37 21 33 47 47 9 56 30 28 40 21 22 9 44 0 47 49 30 58 37 29 45 33 21 40 21 28 33 53 49 55 40 51 28 2 11 30 30 0 58 57 30 57 35 50 49 21 33 29 0 25 split_gain=974.541 401.096 81.2359 12.7293 11.6735 11.3015 3.67854 1.6857 1.67498 1.59597 1.41786 1.24112 1.20607 0.795801 0.397328 0.429049 0.626393 0.965271 0.304777 0.250126 0.21645 0.207588 0.202508 0.197292 0.192696 0.194395 0.190628 0.183343 0.177748 0.163418 0.143623 0.129641 0.122948 0.150222 0.115243 0.16871 0.318838 0.0801867 0.0772485 0.0694647 0.0675806 0.0604062 0.0594797 0.0653595 0.0591187 0.0538691 0.0492382 0.0644477 0.0863564 0.0709722 0.0639349 0.048038 0.0467551 0.0559992 0.0901264 0.045362 0.0422843 0.0398835 0.0391432 0.0454541 0.0509176 0.0387722 0.0387366 0.0372329 0.0372252 0.0442959 0.0486884 0.0396173 0.0366765 0.0365079 0.0364199 0.035896 0.0327244 0.0322958 0.0563595 0.0547103 0.0508492 0.0321002 0.0295244 0.0278923 0.0276518 0.0273244 0.0261422 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2307 31 49 33 24 414 33 22 21 356 20 58 22 20 32 43 29 24 27 20 20 24 20 2425 30 28 36 40 20 26 36 20 30 387 26 27 42 20 26 28 43 35 36 1996 21 25 26 22 46 29 21 24 32 33 25 27 27 22 33 169 21 35 20 422 23 26 20 55 27 20 26 20 20 28 36 36 22 leaf_count=167362 20 738 33 22 24 307 22 24 20 23 34 1285 309 36 34 27 20 23 2307 31 49 33 24 414 33 22 21 356 20 58 22 20 32 43 29 24 27 20 20 24 20 2425 30 28 36 40 20 26 36 20 30 387 26 27 42 20 26 28 43 35 36 1996 21 25 26 22 46 29 21 24 32 33 25 27 27 22 33 169 21 35 20 422 23 26 20 55 27 20 26 20 20 28 36 36 22 internal_value=0 -8.85396e-05 0.00721045 0.0099185 0.0055902 0.00190511 0.0116213 0.00664519 0.00463451 0.00883808 -0.00022212 0.00176363 0.00274984 0.0113008 0.0117922 0.0115093 0.0118754 0.0124033 0.0016977 0.0116294 0.00615338 0.00727177 0.00834681 0.00199629 0.00961289 0.00974357 0.00516675 0.002532 0.00411504 0.00315885 0.0104001 0.00160641 0.00951598 0.00981585 0.0106318 0.0104309 0.010707 0.00441141 0.00907334 0.0101305 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178612 2196 822 1374 11216 319 653 721 503 167396 9607 1609 297 171 135 101 74 7486 54 366 287 308 2121 195 172 356 1050 365 559 44 2754 128 76 126 97 73 147 52 46 132 4732 127 78 112 127 176 156 62 94 50 694 128 102 75 218 159 178 166 114 71 2734 125 46 239 215 189 99 87 53 52 90 53 133 73 49 60 190 76 68 44 836 79 250 197 177 53 40 67 46 48 122 94 59 43 is_linear=0 shrinkage=0.01089 Tree=358 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 61 18 33 18 18 18 18 23 29 18 18 21 28 33 21 27 37 18 18 29 18 18 27 21 18 18 18 18 57 19 2 21 57 0 4 29 33 57 65 45 51 18 22 62 21 22 23 40 59 44 34 59 29 33 44 62 31 28 21 57 10 29 21 27 61 49 51 10 23 44 18 27 10 44 57 61 62 49 33 62 25 18 18 21 33 33 45 57 split_gain=956.867 385.608 85.6848 14.7397 11.5131 9.95765 3.88955 3.48117 1.78562 1.43711 1.39409 1.16744 1.12225 0.972737 0.841775 0.623921 0.377317 0.349327 0.647025 0.302008 0.383008 0.573311 0.390526 0.295203 0.256168 0.244425 0.209403 0.192538 0.184411 0.171485 0.173872 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23 38 24 38 20 20 26 20 22 38 25 37 130 20 1538 21 51 21 21 72 26 32 32 28 22 356 254 27 21 24 45 21 internal_value=0 -8.89894e-05 0.00700155 0.00960129 0.00529149 0.00187167 0.0112823 0.0142911 0.00625058 -0.000219777 0.00845315 0.00425852 0.0026425 0.00173427 0.0108621 0.0117557 0.00811158 0.0123136 0.012865 0.0105051 0.0103137 0.00996172 0.0110363 0.00952197 0.00682026 0.00166703 0.0100322 0.0029842 0.0019158 0.0093625 0.00972562 0.00572782 0.00383908 0.0024111 0.00475786 0.0113853 0.00893734 0.00929757 0.00157504 0.00931031 0.00839888 0.00801804 0.00850298 0.00861422 0.00880836 0.00593992 0.00600993 0.00591335 0.00171288 0.00657523 0.00448767 0.00430426 0.00410259 0.00897244 0.00499223 0.00769815 0.00777344 0.00786495 0.00772205 0.00756046 0.00481074 0.00879329 0.00719929 0.00737481 0.00602405 0.00648897 0.00655403 0.00671348 0.00631602 0.00695928 0.00624706 0.00406372 0.00416504 0.00401941 0.00383861 0.00319576 0.00706055 0.00156863 0.00618191 0.00518122 0.00856833 0.0035916 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24 24 24 9 47 21 24 28 33 21 44 24 52 24 56 24 33 24 24 24 24 29 21 24 2 58 46 56 3 29 33 34 52 34 56 35 41 23 56 24 2 38 62 21 28 29 45 45 40 44 20 34 56 33 39 32 21 21 58 28 61 49 3 21 52 2 34 21 28 10 23 28 63 61 24 24 21 61 34 23 23 63 40 43 split_gain=936.16 379.506 81.7704 14.4206 10.6529 10.161 3.90073 1.94205 1.74696 1.36389 1.34383 1.13558 1.02991 1.01174 0.591335 0.788567 0.698268 0.369114 0.295445 0.374664 0.560844 0.293383 0.269298 0.2627 0.250587 0.204133 0.195033 0.178737 0.168147 0.164916 0.159187 0.152184 0.133773 0.191864 0.131962 0.0905937 0.0867706 0.083376 0.0728508 0.0576194 0.0854835 0.0955827 0.0608365 0.0567918 0.0773331 0.0534524 0.0692109 0.0513862 0.0537636 0.0492903 0.0481045 0.0479004 0.0469436 0.0452407 0.0603172 0.0428344 0.0425544 0.049637 0.0534063 0.0391777 0.0385914 0.0372123 0.0370462 0.0367236 0.0364407 0.0361763 0.0342739 0.0332869 0.0582173 0.0374643 0.0320774 0.0309152 0.0494355 0.0370145 0.0298726 0.0289927 0.0287254 0.0285776 0.0437457 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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 9 12 13 10 -1 29 17 18 26 34 22 16 -16 -12 43 23 27 -21 -22 37 -5 47 36 -7 -20 85 63 90 53 -11 -34 87 38 -23 -3 -35 52 -41 42 55 -4 -45 46 -26 48 76 -46 -24 91 74 54 60 -42 -31 -58 62 64 -14 -39 -59 79 -33 70 -47 68 -50 -70 -60 72 77 -73 -19 -55 -10 -36 -79 -6 -61 -32 -83 84 -84 -15 -28 89 -89 -2 -13 -51 -66 94 -81 right_child=2 5 3 6 8 11 -8 -9 24 32 14 30 31 28 15 -17 -18 39 19 20 21 25 50 -25 45 -27 86 -29 -30 56 81 59 33 35 71 -37 -38 61 -40 40 41 -43 -44 44 49 66 -48 -49 67 51 -52 -53 -54 75 -56 -57 57 58 65 80 -62 -63 -64 -65 92 -67 -68 -69 69 -71 -72 73 -74 -75 -76 -77 -78 78 -80 93 -82 82 83 -85 -86 -87 -88 88 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00021697703705963098 0.004091756939991668 0.0021545652948503757 0.007054449895830082 0.010360598132619886 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leaf_weight=167162 20 29 23 21 20 515 22 20 30 37 38 20 22 973 32 25 20 22 32 33 33 20 1942 20 39 22 240 30 747 31 135 35 38 22 35 20 20 1013 30 30 38 26 36 22 28 33 20 24 29 40 2564 24 26 40 23 30 21 31 30 28 35 1706 30 32 21 33 42 34 21 42 31 37 38 22 23 21 28 22 35 31 51 41 43 21 41 542 310 20 69 36 297 24 27 49 34 leaf_count=167162 20 29 23 21 20 515 22 20 30 37 38 20 22 973 32 25 20 22 32 33 33 20 1942 20 39 22 240 30 747 31 135 35 38 22 35 20 20 1013 30 30 38 26 36 22 28 33 20 24 29 40 2564 24 26 40 23 30 21 31 30 28 35 1706 30 32 21 33 42 34 21 42 31 37 38 22 23 21 28 22 35 31 51 41 43 21 41 542 310 20 69 36 297 24 27 49 34 internal_value=0 -8.74879e-05 0.00696716 0.00949683 0.00526997 0.00185509 0.0111595 -0.000217383 0.00618258 0.00836118 0.010875 0.00264051 0.00424539 0.00171783 0.0118454 0.0126507 0.0110492 0.00802333 0.0103908 0.0102015 0.00985331 0.00941835 0.00165508 0.0112614 0.00674605 0.00895949 0.00242699 0.0109162 0.00191904 0.0056655 0.00302063 0.00470608 0.00926064 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281 146 105 84 1515 550 145 89 56 317 64 48 114 65 internal_count=180620 178361 2259 907 1352 11179 368 167182 715 539 346 1663 637 9516 115 57 58 392 231 190 128 95 7254 41 342 62 1065 62 2262 373 598 303 147 110 334 72 40 2748 52 231 160 130 104 161 138 134 59 208 184 116 4506 88 71 141 80 68 207 176 155 162 57 2719 61 166 83 94 75 126 92 63 61 189 130 59 45 61 58 92 57 134 79 281 146 105 84 1515 550 145 89 56 317 64 48 114 65 is_linear=0 shrinkage=0.01089 Tree=360 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 24 51 24 58 24 24 24 24 24 47 45 35 29 24 57 24 24 24 24 24 24 24 25 24 3 31 24 51 21 21 21 28 56 37 61 43 29 21 21 24 57 41 21 29 25 50 47 24 2 59 61 61 61 50 4 31 58 57 21 50 39 56 39 58 63 61 63 35 41 24 57 57 21 26 28 29 58 26 58 24 23 39 58 51 61 61 56 58 50 split_gain=905.41 367.754 82.6935 14.6152 11.3197 9.11897 4.23089 3.70383 1.587 1.37249 1.36716 1.34432 1.00594 0.907467 0.641322 0.62396 0.53867 0.308684 0.377941 0.241048 0.228898 0.223934 0.200254 0.180538 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7.8669999999997353 13.160624341991635 14.912647668393783 14.43562130220989 23.398500000000016 36.132999999997999 8.1875000000000018 16.099175327656276 13.093810029364093 2.2100622445947682 30.222749999999909 24.195500000001633 39.030999999999047 8.5630000000119271 50.765750000005944 8.686999999987167 9.7030000000122545 14.991999999999736 7.3454550844618014 5.2884999999896545 9.0338481644710438 9.690497409326424 13.055538860103615 11.969000000011876 8.8120000000035379 9.6879999999964657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 13 14 -8 23 -1 26 27 29 19 17 16 -16 18 20 34 33 40 46 35 -14 85 76 63 -20 -7 72 36 62 -5 75 45 37 -30 39 -24 -12 -42 44 -44 -43 71 82 48 69 52 59 -52 60 -21 -25 56 -28 -58 -59 -51 -34 -40 73 90 -29 66 67 -66 87 -48 -71 -6 -23 -13 -75 -3 77 78 -4 80 -56 -81 -10 -39 -69 -15 -26 -47 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44 22 35 2477 39 29 35 23 26 22 23 46 28 25 23 22 24 24 20 21 43 60 21 23 27 29 26 31 37 31 39 21 26 30 27 604 271 26 1638 26 21 79 20 23 20 internal_value=0 -8.71198e-05 0.00678643 0.00938625 0.00514759 0.00182824 0.0110725 0.0141665 0.00610776 -0.000214824 0.00822971 0.00415683 0.00255597 0.00169488 0.0106211 0.0115576 0.0123623 0.0103535 0.0104717 0.00163129 0.00978465 0.00883292 0.00668475 0.00565008 0.00287381 0.00187483 0.00771469 0.00372736 0.0107784 0.00233799 0.00937222 0.010624 0.00469295 0.0093692 0.00154062 0.00545549 0.0104528 0.0106537 0.00701494 0.00732134 0.00861342 0.00869428 0.00855132 0.00882717 0.00827646 0.00551862 0.00644516 0.00656051 0.00665864 0.00486463 0.00470017 0.00492661 0.00508038 0.00167682 0.00593802 0.00794851 0.00785016 0.00765695 0.00789597 0.00436529 0.00483307 0.0067828 0.00439819 0.00350783 0.00395092 0.00406872 0.0041785 0.00403128 0.00572328 0.00649974 0.00634407 0.0053547 0.00895497 0.00428075 0.00409228 0.00153364 0.00740957 0.00751139 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num_cat=0 split_feature=18 34 18 18 18 18 18 51 18 18 18 18 18 18 18 47 45 35 59 6 5 2 22 18 22 18 18 57 57 18 18 18 18 18 56 18 34 26 62 8 39 49 47 22 22 56 31 57 41 18 56 33 65 49 2 32 62 49 44 49 33 32 25 47 58 46 34 49 51 58 49 33 35 22 40 59 19 26 28 58 58 44 59 50 46 5 33 56 26 62 26 58 62 22 22 split_gain=885.814 359.81 80.9039 14.299 11.0746 8.92171 4.13927 3.62356 1.55263 1.35503 1.33755 1.31521 0.985509 0.889855 0.627393 0.610412 0.526945 0.301946 0.372239 0.310067 0.280137 0.238893 0.231712 0.231324 0.201549 0.195875 0.176598 0.171006 0.241694 0.16724 0.154879 0.153898 0.152146 0.139688 0.133201 0.123125 0.114684 0.109614 0.174887 0.0796178 0.0721179 0.0912211 0.0918832 0.0926712 0.0694714 0.0661113 0.0932319 0.0512826 0.0520003 0.0509023 0.046291 0.0455062 0.0555582 0.070147 0.0454764 0.0432094 0.038314 0.050929 0.0542913 0.0430564 0.0382176 0.037532 0.0925651 0.0443313 0.0337067 0.0323575 0.0319845 0.0592287 0.0367015 0.0441907 0.0309996 0.0294502 0.0293178 0.0581838 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104 65 42 42 46 86 50 157 74 2332 130 78 52 46 59 83 100 77 48 117 191 60 131 44 87 40 564 303 internal_count=180604 178302 2302 890 1412 11152 362 46 717 167150 528 695 1724 9428 316 70 44 246 226 134 104 92 243 6978 71 317 400 75 44 700 2450 285 386 1024 45 309 2354 184 47 59 137 103 79 55 161 133 57 184 138 4624 239 195 116 87 161 76 195 173 52 121 193 132 68 64 114 79 124 104 65 42 42 46 86 50 157 74 2332 130 78 52 46 59 83 100 77 48 117 191 60 131 44 87 40 564 303 is_linear=0 shrinkage=0.01089 Tree=362 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 35 18 18 18 18 18 18 18 10 55 53 21 18 18 18 18 18 55 37 35 18 21 18 27 5 33 32 18 31 27 18 34 9 18 27 9 33 23 55 43 27 39 34 19 53 9 37 12 55 21 58 40 40 46 39 39 65 29 45 50 39 64 18 56 63 64 50 18 2 18 38 58 31 27 55 19 9 10 21 64 41 46 40 55 38 18 34 18 18 split_gain=875.503 357.245 74.1269 11.6577 10.7836 9.8258 3.63605 1.77146 1.57455 1.43965 1.38932 1.08704 1.02234 0.698939 0.486595 0.863605 0.59214 0.920459 0.272266 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3780 53 60 97 65 43 48 126 79 59 125 61 64 329 163 141 115 540 185 151 162 95 67 46 49 1712 is_linear=0 shrinkage=0.01089 Tree=365 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 18 61 18 18 18 18 18 18 18 65 18 18 27 34 56 18 18 18 40 18 62 26 41 18 18 18 18 34 18 31 18 61 65 56 19 49 62 40 56 39 35 47 34 6 8 59 58 39 49 38 10 18 58 52 34 39 39 47 35 18 59 41 46 46 47 27 50 51 49 18 62 64 65 38 56 50 50 35 18 47 32 10 18 28 50 28 27 49 63 split_gain=809.657 336.565 68.5456 12.7771 9.3282 9.10738 3.1376 3.30954 1.71874 1.38859 1.38225 1.19353 1.13607 0.812358 0.441166 0.45543 0.321563 0.311508 0.236827 0.185367 0.184143 0.180804 0.160377 0.159636 0.158302 0.158116 0.150711 0.135665 0.274614 0.125129 0.12478 0.111842 0.0993499 0.0898299 0.0878842 0.0862491 0.0826256 0.0795166 0.0973364 0.0705021 0.093465 0.0522822 0.049447 0.0671465 0.0546334 0.044218 0.0439879 0.064442 0.0491229 0.0424192 0.0414789 0.057827 0.0408333 0.0657651 0.0631656 0.052396 0.0427316 0.0375915 0.0365314 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split_gain=801.873 324.172 72.3771 14.567 8.33988 8.18379 3.23866 1.47511 1.36746 1.17402 1.0902 0.942066 0.940836 0.879744 0.810938 0.667294 0.65839 0.494977 0.234855 0.259438 0.227998 0.186693 0.164207 0.163545 0.158944 0.186999 0.30361 0.165466 0.149542 0.148525 0.147759 0.134613 0.121657 0.114937 0.114444 0.1133 0.112006 0.106213 0.101957 0.0994408 0.0895407 0.0779192 0.0755286 0.0734173 0.101323 0.071266 0.0688171 0.0626767 0.0620608 0.0713699 0.0544005 0.0513149 0.0711463 0.078723 0.0493189 0.0472651 0.050452 0.0471577 0.0911079 0.046953 0.0438798 0.0416619 0.0405605 0.0403418 0.0390852 0.0378557 0.0618593 0.0415644 0.0365845 0.0352081 0.0348457 0.0344288 0.0338468 0.0324649 0.0321417 0.0287444 0.0278488 0.033415 0.0274268 0.0273266 0.0259543 0.0281464 0.0268401 0.0245375 0.024179 0.027242 0.0241041 0.0212869 0.0234509 0.0198404 0.0197745 0.0197663 0.0197418 0.0175722 0.017563 threshold=16.687500000002732 6.9060000000026784 34.437499999985455 46.030999999988133 11.24200000000201 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100 68 52 160 131 105 56 120 87 153 125 98 135 95 4441 146 112 156 123 58 65 74 169 2779 72 80 65 148 85 41 66 44 192 169 143 43 120 95 42 74 52 51 516 1522 807 2093 388 is_linear=0 shrinkage=0.01089 Tree=367 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 24 57 39 24 24 24 24 24 24 29 45 21 29 29 24 24 24 57 24 22 22 62 9 24 21 51 39 28 56 24 24 29 24 21 61 22 24 38 21 58 57 61 22 62 39 41 44 63 9 10 9 58 9 39 40 10 24 21 51 56 62 13 44 59 61 29 24 51 52 29 57 58 9 21 22 63 57 28 56 28 28 39 56 56 24 24 24 37 24 split_gain=784.519 317.094 70.8107 14.2518 8.16104 8.00669 2.88757 4.98739 1.5722 1.33785 1.06658 0.921683 0.921217 0.794982 0.736392 0.716265 0.626626 0.76157 0.301433 0.409534 0.22836 0.182618 0.160616 0.159989 0.159922 0.155464 0.182913 0.297003 0.161842 0.145288 0.131667 0.117506 0.113837 0.129723 0.132333 0.110415 0.10957 0.107321 0.103894 0.0982379 0.0972391 0.0875652 0.0764447 0.0718068 0.0991128 0.071605 0.0767588 0.0672856 0.0606976 0.0698106 0.0567594 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37 31 37 26 20 23 20 28 2533 31 21 68 34 40 30 20 20 26 21 25 20 30 295 25 20 29 22 20 23 26 30 26 91 42 31 25 33 32 21 24 25 38 23 1984 22 22 30 leaf_count=167114 107 27 24 24 23 567 23 21 20 39 20 30 392 1601 20 30 28 31 31 2027 20 28 22 240 24 34 21 29 910 25 27 30 20 471 22 20 30 22 26 21 38 20 26 33 28 21 39 20 37 31 37 26 20 23 20 28 2533 31 21 68 34 40 30 20 20 26 21 25 20 30 295 25 20 29 22 20 23 26 30 26 91 42 31 25 33 32 21 24 25 38 23 1984 22 22 30 internal_value=0 -7.95657e-05 0.00624094 0.0085975 0.00478598 0.00167901 0.0100397 0.0126563 -0.00019697 0.00569956 0.00391783 0.00756532 0.00235109 0.00155305 0.0096767 0.00978644 0.0104174 0.0112237 0.00963351 0.00149379 0.00722438 0.00348874 0.00935971 0.0026533 0.00622465 0.00526508 0.00826876 0.00871538 0.00171556 0.00922671 0.00907942 0.00927619 0.00980615 0.00214051 0.00441746 0.00141268 0.00878132 0.00743859 0.00762472 0.00801822 0.00829383 0.00375887 0.00421999 0.00413941 0.00646654 0.00597859 0.00690018 0.0071394 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178 723 310 375 165 59 2511 156 131 104 50 1038 333 2326 54 205 126 106 59 168 171 151 156 154 136 79 57 107 68 47 125 76 112 92 4560 166 75 91 58 98 70 53 209 60 149 66 70 50 2306 53 41 49 140 220 130 90 162 47 331 120 78 56 140 65 75 45 83 63 44 2279 70 44 56 is_linear=0 shrinkage=0.01089 Tree=369 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 23 18 18 18 18 18 18 18 21 21 31 61 50 31 18 18 21 26 34 27 18 18 23 18 18 21 35 34 18 18 50 18 62 34 62 38 58 61 44 40 56 37 55 22 23 50 50 62 27 12 18 61 23 18 27 5 55 61 21 21 58 62 50 23 50 34 46 46 38 58 34 26 21 26 18 58 65 50 39 21 39 56 44 26 35 55 23 22 51 split_gain=740.009 303.713 64.3129 10.6423 9.19352 7.77123 2.91052 1.37558 1.28088 1.27072 0.987164 0.920784 0.739137 0.68947 0.56491 0.831241 1.57329 0.978493 0.672092 0.28002 0.183293 0.178384 0.175935 0.229091 0.232757 0.252323 0.17499 0.1598 0.154608 0.142588 0.137155 0.136235 0.254676 0.135983 0.132336 0.116327 0.10827 0.107213 0.0695885 0.102488 0.0652511 0.0628781 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62 34 38 24 29 9 40 32 39 58 24 50 3 27 33 45 47 39 26 24 33 39 29 40 24 29 50 33 56 26 24 26 34 39 52 56 6 56 53 24 64 40 53 58 47 52 0 24 33 59 64 24 38 split_gain=733.855 300.463 61.8584 11.1682 8.24112 8.18038 3.331 1.8317 1.59192 1.18918 1.04362 1.04298 0.755212 0.458247 0.31082 0.472896 0.841787 1.11666 0.463431 0.268598 0.209669 0.18389 0.274588 0.260207 0.202182 0.182733 0.159117 0.158885 0.240306 0.156344 0.146081 0.141747 0.133631 0.124394 0.119267 0.110506 0.0937553 0.0865482 0.0840523 0.080709 0.0735886 0.0691242 0.060141 0.0596397 0.0674803 0.0590847 0.0582916 0.0509825 0.0828349 0.0527399 0.0448108 0.0423834 0.053417 0.0441072 0.0412593 0.0458743 0.0412002 0.0404386 0.0402556 0.0358992 0.0743766 0.0336196 0.0321441 0.0323018 0.047821 0.0530225 0.0343552 0.031696 0.0292062 0.0276331 0.0413924 0.0386731 0.0298303 0.0388532 0.0266869 0.0265341 0.040585 0.0259036 0.0257566 0.0249166 0.0239019 0.0236408 0.0235158 0.0232956 0.0226729 0.0472341 0.0216584 0.0209015 0.0201593 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593 718 636 9695 1505 271 235 106 81 59 129 7890 343 250 191 85 63 59 316 107 59 370 3862 40 348 1805 972 48 533 106 320 179 209 150 160 110 40 3841 71 104 54 50 50 164 76 88 70 48 111 156 126 186 144 4028 163 141 119 49 70 49 82 178 115 86 63 41 51 185 144 96 192 46 115 58 226 106 75 46 59 41 77 810 307 80 89 507 48 is_linear=0 shrinkage=0.01089 Tree=371 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 35 39 24 24 24 24 24 23 9 55 53 24 24 64 24 40 38 12 35 27 10 24 24 24 24 24 24 24 46 56 12 24 35 46 5 62 34 31 62 23 31 39 44 39 51 51 39 58 24 50 33 24 34 29 39 65 5 33 23 11 23 34 23 25 39 50 44 40 50 64 39 52 46 46 62 33 55 44 64 23 24 52 64 38 58 23 10 61 35 split_gain=717.973 293.955 60.5196 10.9264 8.06295 8.00335 3.2589 1.79206 1.55747 1.16342 1.02104 0.928762 0.819089 0.49836 0.574341 1.21139 0.71057 0.22648 0.205117 0.17988 0.268616 0.235901 0.290652 0.220755 0.171511 0.171254 0.208666 0.255287 0.155648 0.152953 0.136577 0.130708 0.1279 0.114007 0.103594 0.0986064 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50 39 53 6 55 2 19 24 19 24 24 24 24 24 34 29 24 24 2 28 34 28 35 58 24 46 50 34 33 34 39 21 28 2 64 61 58 57 40 46 21 5 50 63 2 57 9 29 46 46 62 5 28 51 21 24 24 35 21 58 57 55 34 51 49 59 33 64 61 11 24 25 49 62 24 61 2 63 24 split_gain=694.018 281.416 60.4705 10.1374 7.50489 6.86303 1.68476 1.29682 1.07738 1.0004 0.78077 0.773172 0.686303 0.382223 0.876031 0.607871 0.513359 0.358682 0.255654 0.357447 0.255144 0.248732 0.168636 0.166228 0.154941 0.152651 0.151932 0.132544 0.125584 0.120763 0.111677 0.110846 0.106966 0.106584 0.105464 0.103747 0.102636 0.0891751 0.0864334 0.0731337 0.0730478 0.0605916 0.0685548 0.0742836 0.0552705 0.0548889 0.0530784 0.0702335 0.0688597 0.056704 0.0523436 0.0527799 0.0519075 0.0550798 0.0526437 0.0562139 0.0446666 0.0414961 0.0528493 0.0483779 0.0395695 0.0407236 0.0384704 0.0381384 0.0360813 0.037141 0.0342093 0.0546688 0.0795313 0.0432612 0.0338748 0.0327976 0.0313436 0.029662 0.0500066 0.0280458 0.0508631 0.0326727 0.0277032 0.0260321 0.0310758 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105 46 49 78 47 59 59 291 243 919 68 40 95 72 internal_count=180882 178578 2304 960 1344 11102 359 601 712 167476 1708 632 9394 337 171 53 166 114 118 85 52 84 6913 277 48 343 324 369 1067 2481 2696 60 307 641 126 151 99 68 118 184 325 185 148 121 63 55 152 103 59 44 159 53 139 107 84 42 164 163 63 100 100 61 161 106 103 63 183 144 121 85 42 2671 4217 144 124 97 54 43 130 186 164 105 46 49 78 47 59 59 291 243 919 68 40 95 72 is_linear=0 shrinkage=0.01089 Tree=373 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 22 18 18 18 18 18 18 57 26 49 27 29 0 33 22 7 43 18 37 26 18 18 8 18 18 18 34 18 61 18 61 34 63 58 18 58 27 22 47 53 52 57 56 56 34 22 6 57 39 0 63 56 39 61 2 62 0 39 53 33 47 53 2 18 35 22 22 22 27 56 62 49 56 35 38 22 7 31 63 43 38 58 49 62 27 18 18 61 22 split_gain=678.998 275.32 59.1616 9.91801 7.34237 6.71441 2.61633 1.26872 1.05403 0.978741 0.764084 0.756452 0.671487 0.459833 0.922417 0.786071 0.717119 0.471859 0.339526 0.365078 0.210139 0.183619 0.270506 0.166387 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23 20 30 22 30 43 22 21 39 26 29 29 22 27 30 29 33 35 30 28 39 27 27 23 44 31 29 27 2389 22 32 25 1273 20 23 38 28 34 135 20 142 43 25 24 21 22 45 175 21 25 377 23 24 107 internal_value=0 -7.6141e-05 0.00587366 0.00793848 0.00439866 0.00158462 0.00937148 0.00708215 0.00515718 -0.000186233 0.00221274 0.00354393 0.00147041 0.00913814 0.00872019 0.00954021 0.0106412 0.00904766 0.00903434 0.00940641 0.00762558 0.009543 0.00987565 0.00141573 0.00898371 0.00943007 0.00559304 0.006617 0.00792908 0.00475166 0.0024966 0.0016257 0.00135045 0.00202536 0.00822733 0.00393239 0.00771964 0.00730953 0.00809506 0.00580955 0.00317666 0.00737486 0.00534157 0.00570436 0.00559421 0.00577469 0.00689524 0.00673756 0.00746941 0.00770283 0.00716094 0.00640703 0.00689745 0.00301275 0.00548101 0.00412509 0.00426886 0.00389509 0.00631613 0.00621166 0.00635786 0.00496199 0.0048773 0.00497332 0.00531658 0.00472968 0.00655503 0.00546598 0.00555397 0.0014595 0.0037135 0.00377919 0.00365539 0.00134394 0.00496804 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shrinkage=0.01089 Tree=374 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 23 21 18 18 18 22 18 18 58 18 56 40 21 29 18 29 18 18 18 21 8 18 18 21 41 18 34 18 5 31 13 58 44 22 22 33 44 64 41 32 38 5 22 22 18 45 6 55 50 9 3 45 53 22 22 51 56 9 9 18 51 21 18 34 59 40 41 33 50 45 37 58 40 45 43 63 44 21 28 18 33 28 64 45 21 23 40 51 22 split_gain=670.744 271.783 60.3535 12.1522 6.98667 6.96189 2.86486 1.30928 1.10453 0.968335 0.953684 0.804179 0.776261 0.695295 0.446986 0.35958 0.383315 0.719852 0.494977 0.295073 0.271395 0.194611 0.182448 0.171149 0.122671 0.120937 0.134373 0.119719 0.110222 0.106981 0.213914 0.106826 0.102489 0.102233 0.0949643 0.154458 0.0672851 0.0734095 0.0779687 0.0570022 0.0550212 0.0516105 0.06193 0.0486473 0.0450743 0.0651029 0.0558071 0.0497523 0.0441735 0.0569412 0.0439742 0.0439639 0.0506887 0.0462145 0.0402847 0.0397462 0.0432475 0.0389507 0.041963 0.0343066 0.0452284 0.0342763 0.0315885 0.0309342 0.0349504 0.0307563 0.0305022 0.029155 0.0326251 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58 236 195 173 152 57 95 73 158 133 177 46 131 109 167 136 88 68 4283 88 57 93 2763 746 54 292 726 218 196 63 133 99 2017 81 140 96 75 49 52 635 is_linear=0 shrinkage=0.01089 Tree=376 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 22 27 39 18 18 18 18 18 27 21 45 49 53 22 32 18 18 58 62 22 21 18 63 18 18 46 18 27 18 18 62 29 22 39 64 22 18 53 21 51 52 18 3 53 38 55 33 46 38 62 18 21 46 62 22 10 39 33 22 27 29 21 2 52 62 58 25 62 33 39 9 4 58 0 27 18 10 39 39 28 27 22 64 39 1 33 2 18 38 split_gain=642.043 264.853 52.7533 9.00625 7.46469 7.03808 2.63025 2.68379 1.61323 0.989 0.956723 0.930373 0.928043 0.715328 0.428052 1.1529 0.356333 0.37153 0.506426 0.352681 0.246359 0.241572 0.1983 0.184062 0.292077 0.274269 0.173221 0.172736 0.15738 0.11238 0.110007 0.0981997 0.0965891 0.0959717 0.0926196 0.0919917 0.0849034 0.0834329 0.145512 0.0782449 0.0764662 0.0742015 0.0673131 0.0631091 0.0610948 0.0593302 0.0591492 0.0578233 0.0484113 0.0477757 0.0584964 0.0470302 0.0453644 0.0434813 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67 47 386 217 112 91 394 105 1063 1918 69 128 104 80 259 295 101 3900 157 307 70 46 466 55 46 194 3873 102 55 183 158 90 211 130 107 214 136 103 68 50 243 125 74 118 147 55 64 125 60 47 41 41 51 181 172 150 126 68 58 64 40 49 3896 83 63 58 178 120 90 58 48 285 233 63 156 is_linear=0 shrinkage=0.01089 Tree=378 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 39 18 18 18 18 18 18 55 55 31 18 18 18 55 56 49 29 18 18 31 32 52 18 18 46 56 18 27 10 12 41 18 22 45 18 18 1 61 3 46 52 37 49 22 22 26 27 32 41 49 19 29 29 25 63 29 47 32 10 61 39 25 45 56 27 26 56 43 49 44 55 52 62 1 18 5 49 45 58 63 43 59 47 47 61 18 11 22 split_gain=618.146 253.093 51.5563 8.8485 7.25206 6.56507 3.39074 1.77947 1.22839 1.19696 0.850017 0.759256 0.708257 0.467087 0.372079 1.04889 0.672104 0.259503 0.225529 0.211914 0.154432 0.293876 0.213386 0.235109 0.12793 0.120226 0.118387 0.210722 0.11438 0.105953 0.104227 0.0917874 0.0869453 0.0789071 0.0774737 0.0917113 0.0784654 0.0866657 0.0745134 0.0681335 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18 31 18 18 18 27 64 12 18 22 28 31 56 31 18 1 18 33 22 33 37 4 2 9 38 47 22 22 47 49 39 49 44 37 34 49 34 64 33 56 44 33 47 57 59 27 5 49 25 58 18 47 59 38 56 27 26 47 18 55 52 39 59 18 49 33 split_gain=604.768 247.667 50.4405 8.65696 7.06661 6.42291 3.31735 1.41533 1.20178 1.17105 0.827557 0.740041 0.692936 0.56829 1.35491 0.722021 0.783175 0.564085 0.253848 0.224034 0.209862 0.207292 0.204224 0.162413 0.377868 0.167313 0.142199 0.140942 0.125148 0.117586 0.107934 0.103645 0.10208 0.0773876 0.0757549 0.112125 0.0767294 0.0728825 0.0666391 0.0657919 0.0623097 0.0559233 0.0811422 0.0545912 0.0774322 0.0544693 0.0521685 0.0460758 0.0425966 0.0702818 0.123776 0.0509818 0.0418674 0.0404819 0.046897 0.0376478 0.0375163 0.0415563 0.047673 0.0370707 0.0633051 0.0449284 0.0366476 0.0360695 0.0353227 0.0344682 0.031533 0.0419688 0.0315125 0.0312219 0.0303435 0.028899 0.0264374 0.0311107 0.0253827 0.0246546 0.0304363 0.037655 0.0336934 0.0237025 0.0236958 0.0224018 0.0388026 0.0320656 0.0216262 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internal_count=180589 178388 2201 853 11201 1348 288 167187 565 707 9636 1565 641 268 212 173 127 56 250 46 7768 364 125 98 77 53 100 3895 1071 315 62 334 1868 494 125 42 83 343 307 182 57 150 65 167 46 3867 120 214 182 158 52 106 81 133 99 81 182 147 118 182 142 122 53 58 41 46 140 113 161 58 133 85 183 158 106 175 136 61 75 3873 68 121 76 45 85 48 63 1710 129 105 41 65 600 311 254 is_linear=0 shrinkage=0.01089 Tree=380 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 27 18 18 18 18 18 18 10 55 39 39 21 25 26 29 18 18 46 27 40 18 29 18 18 18 3 50 18 52 18 18 8 56 61 27 64 18 18 50 62 52 65 58 39 27 29 45 50 39 5 55 40 55 46 27 27 50 21 41 2 62 8 18 56 61 61 40 46 27 18 46 50 2 53 3 40 52 28 45 50 23 40 18 18 35 40 52 21 split_gain=588.07 242.845 49.5564 10.3895 6.58765 5.38273 3.09378 1.52938 0.999232 0.857064 0.789752 0.763103 0.620249 0.610673 0.4834 0.524376 0.541785 0.412283 0.530784 0.484667 0.28231 0.250855 0.221367 0.202519 0.172205 0.146896 0.136168 0.13421 0.12019 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30 30 30 30 30 11 27 30 30 30 30 29 30 30 41 21 50 22 30 53 34 33 33 46 8 44 30 28 39 30 21 21 30 30 30 22 50 3 30 22 3 22 19 6 50 12 40 22 65 56 27 29 22 39 30 30 27 27 58 46 50 65 30 33 22 46 56 40 34 53 51 7 27 57 7 3 6 50 27 30 63 65 46 65 22 50 27 50 30 12 21 39 39 split_gain=575.343 237.585 48.484 10.1646 6.44521 5.26626 2.76409 3.73167 1.49629 0.977572 0.772634 0.711935 0.701819 0.639551 0.736967 0.606827 0.535631 0.287986 0.209045 0.202184 0.187801 0.175388 0.140761 0.233184 0.212202 0.188859 0.133561 0.131433 0.131277 0.126746 0.127122 0.124364 0.124123 0.115359 0.103801 0.100062 0.0963091 0.0901142 0.101651 0.0902193 0.0772782 0.0714313 0.0631818 0.0569048 0.0582874 0.0492473 0.0480671 0.0472729 0.0503737 0.0479258 0.0455481 0.044014 0.040073 0.0392784 0.0501753 0.0379691 0.0366078 0.0362247 0.0362119 0.0558597 0.035835 0.0351087 0.0336249 0.0330412 0.0318881 0.0316103 0.0304731 0.0300041 0.0297498 0.0374612 0.0445145 0.0289014 0.0517438 0.0299034 0.0288941 0.0284539 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4467 97 142 2344 161 135 78 235 181 54 77 46 67 159 73 45 152 76 76 56 53 86 273 40 64 42 554 301 53 110 45 internal_count=180890 178664 2226 950 11289 1276 364 44 167375 586 660 1652 9637 320 300 616 154 117 58 295 7585 59 146 121 42 79 137 52 366 101 50 1078 51 3118 375 574 2052 158 84 74 285 291 56 62 42 250 130 214 81 42 101 133 176 190 108 82 3097 108 155 126 91 66 49 52 4467 97 142 2344 161 135 78 235 181 54 77 46 67 159 73 45 152 76 76 56 53 86 273 40 64 42 554 301 53 110 45 is_linear=0 shrinkage=0.01089 Tree=382 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 39 18 18 18 18 18 2 41 49 64 33 47 18 18 41 22 53 27 18 0 18 18 56 56 18 18 52 22 33 18 28 3 33 3 55 18 49 52 55 28 47 49 0 52 33 27 53 39 27 28 22 55 10 10 62 58 18 27 47 23 57 22 9 22 65 31 19 64 49 31 26 31 47 56 18 53 58 57 5 49 52 39 41 58 33 28 3 49 split_gain=554.516 232.877 46.1537 7.48313 6.89614 6.56388 2.41898 1.69852 1.11972 0.870854 0.808362 0.808291 0.650714 0.445785 0.552689 0.28504 0.277678 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44 132 53 79 152 209 60 149 45 58 129 1472 281 is_linear=0 shrinkage=0.01089 Tree=383 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 39 18 18 18 18 18 44 6 49 21 39 27 61 37 18 47 18 2 34 18 18 62 65 27 18 18 44 18 19 18 27 21 18 18 37 21 19 37 6 21 37 22 33 45 45 21 62 56 62 61 56 50 0 18 45 10 10 62 45 50 65 55 9 22 27 21 2 55 34 65 18 19 6 21 1 56 49 44 26 44 33 37 56 47 6 44 59 50 split_gain=542.515 227.833 45.1549 7.32114 6.74694 6.42176 2.73121 1.66177 1.09543 0.851985 0.79083 0.790776 0.636631 0.320365 0.247503 0.445022 0.608868 0.702314 0.322842 0.263727 0.23549 0.203766 0.171868 0.150722 0.286235 0.142201 0.139818 0.121733 0.121671 0.125666 0.121112 0.112949 0.0996397 0.0981738 0.097161 0.0845635 0.0760255 0.0667277 0.0789189 0.0648218 0.0633922 0.0621887 0.108913 0.0654961 0.0494757 0.102114 0.0598473 0.0499789 0.0483592 0.0483396 0.0476098 0.0461524 0.0428763 0.0533926 0.0516787 0.046514 0.0422855 0.0491652 0.0585689 0.0571214 0.0468681 0.0399034 0.0386252 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1924 40 490 92 72 318 43 235 168 67 124 81 43 41 3602 206 142 136 170 97 73 73 183 152 61 91 47 182 165 102 78 40 117 62 55 217 177 153 121 44 115 63 45 4223 1491 132 63 69 185 152 129 52 53 92 56 101 75 108 61 209 182 internal_count=180708 178539 2169 784 1385 11284 285 167255 737 648 499 9772 1512 265 229 178 128 106 40 51 50 7848 66 264 72 3625 330 387 192 152 50 1022 350 119 1924 40 490 92 72 318 43 235 168 67 124 81 43 41 3602 206 142 136 170 97 73 73 183 152 61 91 47 182 165 102 78 40 117 62 55 217 177 153 121 44 115 63 45 4223 1491 132 63 69 185 152 129 52 53 92 56 101 75 108 61 209 182 is_linear=0 shrinkage=0.01089 Tree=384 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 35 21 18 18 18 18 18 18 49 57 9 63 18 49 33 18 18 18 18 18 26 29 56 39 18 61 18 22 18 38 9 61 21 56 65 39 47 58 47 39 21 22 18 9 39 21 18 46 22 21 57 22 9 57 18 40 46 19 65 21 50 50 39 61 56 29 45 35 49 50 34 58 61 25 63 44 44 22 21 21 25 25 61 2 49 31 35 21 37 split_gain=536.862 218.512 47.8294 9.72958 5.49356 5.48667 3.08108 1.43233 1.35297 0.821141 0.674513 0.510726 0.509635 0.439142 0.430345 0.575497 0.597565 0.419096 0.183632 0.222578 0.352062 0.160804 0.158652 0.145024 0.126265 0.115115 0.098639 0.19197 0.133724 0.206137 0.0955347 0.0898039 0.0821194 0.0773845 0.0738368 0.0693551 0.0689271 0.112589 0.189534 0.148707 0.0930666 0.0666104 0.0596789 0.0586147 0.057837 0.0564823 0.0558169 0.0534742 0.0503727 0.0496899 0.0578067 0.0733572 0.0635521 0.0455524 0.0576725 0.0884144 0.0425689 0.0356438 0.0356206 0.034241 0.0334065 0.0330728 0.0599467 0.0602179 0.0321044 0.0376308 0.0313613 0.0370211 0.031095 0.0304967 0.0385104 0.0302839 0.0289305 0.0276245 0.0458314 0.057446 0.0276879 0.0267936 0.023433 0.0443854 0.0230988 0.0398523 0.0221405 0.0207951 0.0234618 0.0205343 0.0258439 0.0219163 0.0203946 0.0203804 0.0202229 0.0181575 0.0179465 0.017914 0.017582 threshold=16.687500000002732 6.9060000000026784 34.437499999985455 48.061999999987172 25.953500000011449 11.007500000003349 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0.00297544 0.0051307 0.00128622 0.00450851 0.00466006 0.00479334 0.00438978 0.00415137 0.00386669 0.00395287 0.0066903 0.00305669 0.00318024 0.00461091 0.00352994 0.00268339 0.00276583 0.00252461 0.00298439 0.00280752 0.00566652 0.00575995 0.00487598 0.00502485 0.00339272 0.00405978 0.00393862 0.00451925 0.00464428 0.00447524 0.00369424 0.0049459 0.00237787 0.00761434 0.00343954 0.00117686 0.00241704 internal_weight=0 178351 2260 950 1310 11142 315 167209 635 712 1749 9393 598 295 120 89 47 42 268 92 60 415 6877 6844 367 1147 175 144 83 62 2516 61 335 263 602 256 176 98 43 55 78 210 230 53 177 229 87 183 297 157 133 86 47 199 133 77 49 152 159 67 4767 256 112 89 144 51 159 124 55 129 86 65 66 138 109 52 57 43 121 94 90 57 48 96 66 93 63 43 45 46 325 40 56 2077 273 internal_count=180611 178351 2260 950 1310 11142 315 167209 635 712 1749 9393 598 295 120 89 47 42 268 92 60 415 6877 6844 367 1147 175 144 83 62 2516 61 335 263 602 256 176 98 43 55 78 210 230 53 177 229 87 183 297 157 133 86 47 199 133 77 49 152 159 67 4767 256 112 89 144 51 159 124 55 129 86 65 66 138 109 52 57 43 121 94 90 57 48 96 66 93 63 43 45 46 325 40 56 2077 273 is_linear=0 shrinkage=0.01089 Tree=385 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 53 27 18 18 18 18 18 18 2 21 40 18 53 40 18 18 18 18 28 29 59 12 18 21 27 18 18 22 51 50 27 38 62 3 27 62 18 61 40 34 18 6 18 45 21 18 53 62 6 22 8 27 18 50 6 32 50 40 22 27 11 21 50 50 29 56 32 61 21 59 56 51 50 38 44 50 50 56 27 52 22 52 52 21 21 28 25 27 21 split_gain=525.244 213.779 46.7943 9.51907 5.37463 5.36854 2.34039 1.40843 1.32368 0.803345 0.605933 0.555177 0.498591 0.493883 0.619832 0.629254 0.45936 0.179614 0.263578 0.212825 0.157301 0.154045 0.17263 0.123512 0.122423 0.116079 0.115047 0.0960833 0.0895861 0.0877232 0.106233 0.0839905 0.0803347 0.0756779 0.0722016 0.112241 0.073673 0.0678349 0.0657725 0.0628929 0.0625927 0.0612134 0.0596314 0.059391 0.0529267 0.0526443 0.0492688 0.0457518 0.0413118 0.0399496 0.0503055 0.0456917 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2260 950 1310 11142 315 167209 635 712 9553 1589 598 292 96 76 54 268 92 72 415 7572 3858 367 196 164 45 176 1028 143 112 1981 335 263 152 131 110 256 85 210 229 230 561 43 201 74 297 74 3825 180 46 134 55 79 50 42 148 121 127 40 157 63 94 256 112 88 144 55 159 124 55 59 159 108 68 50 91 41 51 138 115 88 65 62 50 51 96 66 87 53 89 61 41 79 2077 internal_count=180611 178351 2260 950 1310 11142 315 167209 635 712 9553 1589 598 292 96 76 54 268 92 72 415 7572 3858 367 196 164 45 176 1028 143 112 1981 335 263 152 131 110 256 85 210 229 230 561 43 201 74 297 74 3825 180 46 134 55 79 50 42 148 121 127 40 157 63 94 256 112 88 144 55 159 124 55 59 159 108 68 50 91 41 51 138 115 88 65 62 50 51 96 66 87 53 89 61 41 79 2077 is_linear=0 shrinkage=0.01089 Tree=386 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 24 35 21 24 24 24 24 24 0 37 35 59 37 33 26 49 49 56 24 24 0 24 2 57 51 24 51 24 24 24 24 23 37 28 33 24 10 35 27 46 22 37 37 44 43 33 3 39 39 64 21 21 49 26 40 27 51 21 22 26 0 40 22 51 20 34 34 50 50 40 22 3 33 55 8 55 2 43 2 49 39 46 59 24 24 56 50 46 21 21 split_gain=511.007 212.998 41.7012 7.01819 6.11622 5.81197 3.31268 1.3481 0.898727 0.810554 0.777743 0.687927 0.65793 0.4097 0.553945 0.713091 0.507504 0.471604 0.192904 0.186238 0.59263 0.182661 0.436753 0.172345 0.165636 0.153963 0.150501 0.149133 0.149621 0.197676 0.290801 0.183614 0.120367 0.101078 0.101045 0.0831134 0.0732761 0.0709081 0.0831548 0.0627296 0.0543824 0.051055 0.0789024 0.0508703 0.0529598 0.0492838 0.0484146 0.0855075 0.080083 0.0584344 0.0482644 0.0604866 0.0473714 0.047139 0.0469316 0.0436824 0.0434624 0.0788845 0.0931852 0.074855 0.0390819 0.0390288 0.0378248 0.0352381 0.0352045 0.0323789 0.0310655 0.0341714 0.0308512 0.0305768 0.0290279 0.0425742 0.0291857 0.03109 0.0286078 0.0285624 0.0275184 0.0270191 0.0239598 0.0459225 0.0262699 0.0297114 0.023711 0.0234684 0.0225145 0.0221173 0.0212789 0.0202868 0.0192218 0.0187447 0.018492 0.0319907 0.0181629 0.0177884 0.0173687 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28 29 27 25 32 21 51 25 29 25 50 27 21 22 21 23 25 38 20 20 30 20 20 22 22 24 23 22 23 30 33 37 22 41 56 21 20 28 33 25 34 21 303 267 28 25 23 35 27 leaf_count=167071 20 35 30 22 488 20 21 20 23 22 36 200 1148 22 34 20 20 22 20 28 23 38 22 3542 1966 23 26 20 28 20 30 33 25 312 35 663 27 30 31 20 2246 33 25 28 30 24 28 29 27 25 32 21 51 25 29 25 50 27 21 22 21 23 25 38 20 20 30 20 20 22 22 24 23 22 23 30 33 37 22 41 56 21 20 28 33 25 34 21 303 267 28 25 23 35 27 internal_value=0 -6.42881e-05 0.00523907 0.00713257 0.0013879 0.00404134 0.00842079 -0.000161836 0.00636657 0.0047861 0.00334807 0.00201209 0.00128435 0.0081208 0.00829622 0.00802117 0.0092854 0.00779508 0.00677292 0.00811653 0.00870807 0.00781169 0.00745733 0.00124098 0.00119431 0.00714609 0.00305257 0.00695974 0.00707394 0.0068234 0.00718079 0.00752274 0.00447087 0.00185256 0.00602359 0.0014715 0.00233312 0.00526337 0.0052044 0.0061938 0.00118812 0.00574028 0.00590491 0.00465218 0.00475632 0.00380124 0.00616081 0.0062615 0.00614274 0.00600685 0.00614756 0.00637272 0.00425849 0.0043628 0.00585957 0.00466278 0.00512013 0.00494162 0.0051387 0.00528545 0.00327051 0.00419607 0.00434334 0.00285311 0.00547697 0.00372068 0.00379367 0.00391921 0.00655749 0.00560901 0.00333142 0.00327564 0.00335243 0.00311367 0.00455874 0.00359614 0.00408642 0.00435488 0.00278694 0.00264448 0.00290942 0.00268796 0.00365313 0.00347624 0.0056433 0.00344429 0.00334038 0.00248775 0.00243405 0.00195051 0.00468092 0.00482886 0.00392592 0.0040915 0.00114639 internal_weight=0 178315 2181 845 11224 1336 315 167091 530 644 692 1597 9627 294 249 195 54 175 42 133 45 88 60 7816 4274 45 419 194 171 110 70 61 388 1067 336 1811 530 256 234 40 4239 110 77 209 156 273 226 169 140 113 88 53 179 136 57 131 203 98 71 105 200 85 53 219 75 214 169 103 40 47 174 153 131 45 106 66 63 60 181 84 97 41 40 86 53 45 58 62 330 579 76 48 43 59 1993 internal_count=180496 178315 2181 845 11224 1336 315 167091 530 644 692 1597 9627 294 249 195 54 175 42 133 45 88 60 7816 4274 45 419 194 171 110 70 61 388 1067 336 1811 530 256 234 40 4239 110 77 209 156 273 226 169 140 113 88 53 179 136 57 131 203 98 71 105 200 85 53 219 75 214 169 103 40 47 174 153 131 45 106 66 63 60 181 84 97 41 40 86 53 45 58 62 330 579 76 48 43 59 1993 is_linear=0 shrinkage=0.01089 Tree=387 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 47 27 18 18 18 18 18 33 37 55 33 37 29 31 18 31 18 18 18 64 22 49 18 27 26 11 63 18 37 18 53 45 18 18 55 27 46 22 37 31 58 29 21 18 39 39 45 38 21 22 62 62 21 59 58 49 21 18 22 21 64 21 22 40 0 40 22 45 11 40 22 58 53 21 55 8 29 53 58 33 39 18 57 49 33 29 58 38 18 split_gain=499.949 208.385 40.8001 7.25954 5.98376 5.29845 2.94008 1.32204 0.971635 0.760893 0.673966 0.673022 0.644068 0.446181 0.834456 0.845335 0.536588 0.533398 0.650441 0.472046 0.187913 0.178783 0.162048 0.147233 0.13632 0.128852 0.24662 0.184092 0.117744 0.116276 0.1116 0.105321 0.105249 0.0988803 0.0795278 0.0710518 0.0664826 0.214949 0.0630315 0.053198 0.0511995 0.0497471 0.0517882 0.0481958 0.0473369 0.0946075 0.0642614 0.0492913 0.0490703 0.0583381 0.0463206 0.046091 0.0496539 0.0458279 0.0584311 0.0460427 0.0473555 0.0451721 0.0427123 0.0418052 0.0381838 0.0520674 0.0369849 0.0364684 0.0360999 0.0567191 0.0589031 0.0662156 0.0344584 0.0335501 0.0316584 0.0303763 0.0334088 0.0358211 0.0279932 0.0279679 0.0279267 0.0274812 0.0239725 0.0239643 0.023426 0.0449158 0.0328964 0.0267527 0.0245913 0.0225332 0.0216206 0.0209839 0.0205993 0.0280038 0.0198853 0.0243284 0.0192937 0.0191196 0.0183289 threshold=17.687499999985452 6.9060000000026784 35.827499999988511 48.061999999987172 11.313000000009199 26.507999999999814 66.219000000002794 1.256520556845391 42.18799999999829 23.030999999988129 31.811999999987169 14.157000000000609 9.6875000000000018 3.5514657902993245 31.091923076923059 20.751932989690726 2.829945158379545 25.378615384615284 56.546500000000385 30.061714285712828 8.8755000000001036 43.000000000000007 7.6324999999997098 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8.936999999987167 23.719000000011878 8.7649999999997608 39.969000000000968 1.0171731047447101 12.133783505154765 -0.75000000000000011 18.656000000002681 37.984499999998668 8.351499999999989 4.6792474070654206 6.3417343550082306 9.2425000000002928 10.5971741659211 17.243306122448995 4.0069860962789567 16.359500000000484 8.7419999999999636 28.828500000010539 13.265500000000431 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 8 12 9 13 -1 24 23 28 33 20 16 17 -16 -5 18 30 -20 22 -19 -3 68 60 26 27 29 50 -10 -15 -31 -27 -6 -12 -13 -32 -38 -14 -24 -34 42 -30 70 45 47 -46 48 -26 59 -7 -52 -53 -25 55 56 79 -51 75 -50 63 -62 -43 -4 65 69 -67 -68 80 -36 71 76 74 -74 -73 -44 -11 -56 -71 -55 82 -82 -2 -83 -84 -54 -72 -22 89 90 91 -37 -45 -63 -35 right_child=2 4 3 6 11 10 -8 -9 25 43 34 35 38 14 15 -17 -18 21 19 -21 87 -23 39 53 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0.0024648 0.00250875 0.0024592 0.00251773 0.00404699 0.00563531 0.00192927 internal_weight=0 178315 2181 872 11224 1309 315 167091 557 692 617 1597 9627 295 237 47 58 190 142 41 8047 48 4274 419 363 194 119 92 388 64 101 42 75 1067 229 530 73 51 1580 4239 51 209 156 273 226 169 57 143 123 102 179 136 85 200 176 100 69 47 131 55 137 72 53 65 207 158 80 60 219 78 214 169 103 40 63 106 66 76 55 45 181 84 97 62 70 60 45 3773 211 183 163 134 59 52 579 internal_count=180496 178315 2181 872 11224 1309 315 167091 557 692 617 1597 9627 295 237 47 58 190 142 41 8047 48 4274 419 363 194 119 92 388 64 101 42 75 1067 229 530 73 51 1580 4239 51 209 156 273 226 169 57 143 123 102 179 136 85 200 176 100 69 47 131 55 137 72 53 65 207 158 80 60 219 78 214 169 103 40 63 106 66 76 55 45 181 84 97 62 70 60 45 3773 211 183 163 134 59 52 579 is_linear=0 shrinkage=0.01089 Tree=388 num_leaves=96 num_cat=0 split_feature=54 54 54 54 54 54 23 39 54 54 54 54 54 23 9 41 45 9 33 33 9 54 22 27 54 27 21 29 54 52 54 54 54 61 21 54 54 37 8 21 33 37 37 44 9 61 43 22 21 61 57 44 21 33 57 19 21 3 25 22 27 65 65 12 65 28 29 57 22 50 59 39 65 58 44 9 58 21 39 54 46 26 57 12 21 0 23 54 22 27 9 59 33 54 29 split_gain=497.188 203.188 42.1994 7.1398 5.97719 5.59701 1.93591 1.45125 0.985504 0.928715 0.749467 0.716041 0.553503 0.489483 0.573362 0.854794 0.5499 0.226885 0.172013 0.333674 0.21989 0.142922 0.135232 0.132676 0.125992 0.116524 0.121793 0.15584 0.11487 0.111652 0.11054 0.105496 0.103655 0.101944 0.0952574 0.0948482 0.0923434 0.0774174 0.0736737 0.100844 0.0583233 0.0580358 0.0946685 0.0730815 0.0571107 0.0560912 0.0799795 0.0502889 0.0502715 0.0498067 0.0481667 0.0877179 0.0543427 0.0422196 0.0417843 0.0492209 0.039743 0.0397137 0.0504232 0.0368549 0.0351667 0.033541 0.0601984 0.069821 0.0524211 0.0349438 0.0330716 0.045077 0.0302561 0.0349585 0.0643141 0.0299787 0.0290841 0.0289447 0.0287815 0.0279903 0.0276797 0.037724 0.0537836 0.0266245 0.0255267 0.0249363 0.0232153 0.0378915 0.0297337 0.0290329 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223 41 internal_count=180843 178608 2235 1458 777 11248 291 167360 775 683 486 1705 9543 271 110 59 51 173 123 60 63 405 313 50 6925 161 141 117 370 2351 2618 615 376 40 65 307 1090 248 91 56 60 188 137 111 125 90 65 182 51 40 163 109 68 121 148 122 76 99 54 249 47 213 177 92 72 85 136 111 269 163 131 51 54 106 72 44 105 85 52 4574 45 2324 210 140 102 76 70 2302 251 65 82 54 364 223 41 is_linear=0 shrinkage=0.01089 Tree=389 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 53 21 18 18 18 18 18 23 9 21 25 9 55 33 18 1 7 63 18 18 22 27 10 27 18 18 18 55 21 18 18 37 18 33 31 9 9 19 40 34 18 33 21 27 65 59 63 22 33 33 12 40 65 34 62 61 45 53 22 59 9 50 62 11 40 45 32 7 25 50 21 1 27 18 10 18 59 53 53 10 21 18 22 9 21 55 18 28 0 split_gain=486.428 198.815 41.2862 6.98533 5.84777 5.46122 1.96896 1.34299 0.96414 0.908576 0.733218 0.717001 0.531153 0.524641 0.601426 1.11308 0.570858 0.221938 0.218062 0.32421 0.186296 0.164891 0.155571 0.153998 0.153663 0.139808 0.132264 0.129767 0.127656 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num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 33 18 18 27 18 45 18 3 21 21 18 37 50 35 18 45 38 22 18 18 8 61 21 37 18 18 37 20 58 59 18 18 45 18 44 1 27 27 18 27 27 16 6 50 58 59 1 25 53 53 53 35 50 65 22 43 53 64 53 13 18 46 21 58 2 18 61 37 38 38 28 57 44 50 31 53 27 55 58 56 33 35 33 58 28 59 22 43 split_gain=471.848 191.39 41.7793 6.93217 5.78951 4.95031 2.03437 1.41817 0.834339 0.711415 0.618113 0.593834 0.586074 0.557358 0.516805 0.512387 0.564993 0.496384 0.472501 0.393577 0.387557 0.356776 0.268757 0.303019 0.151903 0.14783 0.133235 0.11797 0.120778 0.107273 0.104386 0.097386 0.0926534 0.0916577 0.102408 0.147319 0.124618 0.0860229 0.0857908 0.0743712 0.0658655 0.0624132 0.0880238 0.0776756 0.072945 0.0590418 0.0553594 0.0669439 0.0756459 0.052995 0.0478432 0.0477652 0.0404228 0.0390488 0.0366707 0.0346741 0.0339023 0.0539109 0.0370699 0.0398336 0.0327763 0.0471133 0.0354583 0.0313495 0.0466262 0.0304919 0.0412253 0.0276141 0.0295558 0.0273965 0.0270804 0.0261881 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51.343499999988133 11.828500000012356 11.928119999999964 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 11 9 13 10 -1 37 32 12 41 22 26 -12 16 18 38 -14 -20 -17 -21 -5 -24 33 73 29 -26 30 67 -29 -15 78 34 35 -13 -37 84 93 52 49 -4 43 -43 -45 -19 -44 -48 -49 50 -11 71 -27 -52 -51 -50 58 -58 59 -34 61 62 -39 64 -42 66 91 -3 -69 -55 88 -41 -28 74 75 76 -10 82 79 94 -81 -82 -75 -67 -6 -86 92 -65 -61 -66 -47 -64 -87 -7 -2 right_child=2 5 3 6 8 17 -8 -9 25 40 14 24 15 31 -16 20 -18 45 19 21 -22 -23 23 -25 27 39 72 28 -30 -31 -32 -33 56 -35 -36 36 -38 60 -40 51 63 42 46 44 -46 90 47 48 55 54 53 -53 -54 69 -56 -57 57 -59 -60 70 -62 -63 65 87 89 83 -68 68 -70 -71 -72 -73 -74 77 -76 -77 -78 -79 -80 80 81 -83 -84 -85 85 86 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00015453447780915702 0.0026508957033015536 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76 58 50 173 61 112 90 244 205 177 137 69 152 86 2734 2002 40 66 73 4455 181 114 85 56 67 222 190 78 50 43 66 130 101 65 68 46 47 223 48 45 522 112 internal_count=180698 178415 2283 877 1406 11122 365 167293 707 699 342 512 299 9522 43 203 143 1600 118 91 60 59 96 65 270 333 7209 139 102 2754 67 2313 395 131 109 71 45 374 1029 152 304 242 219 74 53 571 145 113 78 167 109 101 51 76 58 50 173 61 112 90 244 205 177 137 69 152 86 2734 2002 40 66 73 4455 181 114 85 56 67 222 190 78 50 43 66 130 101 65 68 46 47 223 48 45 522 112 is_linear=0 shrinkage=0.01089 Tree=391 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 39 18 22 18 23 9 21 55 18 18 9 21 21 1 18 47 18 18 21 52 29 65 39 21 39 28 18 19 18 58 47 59 38 18 18 44 18 64 18 3 0 34 29 39 22 50 19 19 10 39 65 43 1 58 23 39 61 41 61 62 62 29 59 64 21 21 28 21 31 18 62 43 18 38 62 55 12 39 44 43 44 23 44 43 9 21 38 55 split_gain=461.637 187.244 40.875 6.78433 5.66418 4.8431 2.23273 1.46882 0.816261 0.778939 0.696006 0.628451 0.56114 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2728 78 57 4455 84 63 42 78 58 222 102 65 348 45 120 55 65 40 130 is_linear=0 shrinkage=0.01089 Tree=392 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 53 39 24 24 24 24 24 33 37 33 27 21 43 37 32 28 24 59 57 49 27 28 21 21 24 46 24 24 51 24 37 24 24 22 46 21 46 52 53 9 9 12 55 57 56 24 57 40 56 51 38 40 64 28 23 24 61 27 28 19 39 22 41 22 40 22 58 51 56 39 9 40 57 23 33 57 39 9 57 39 21 11 40 28 35 21 59 58 56 split_gain=456.606 184.867 38.9493 6.45555 5.61232 5.08362 2.27944 1.6346 0.942972 0.871015 0.679304 0.636074 0.473883 0.3474 1.08132 0.708383 0.514636 0.850893 0.268224 0.210392 0.283875 0.171482 0.169892 0.153193 0.13804 0.235015 0.197288 0.134562 0.129152 0.233746 0.119404 0.103579 0.0992834 0.0972339 0.0956688 0.0931776 0.0878226 0.0785637 0.0726866 0.0590197 0.0555284 0.0536172 0.0572224 0.0987915 0.0590254 0.0499195 0.0496718 0.0496682 0.0630488 0.0448048 0.0490588 0.042678 0.041064 0.0795866 0.0406097 0.0449321 0.0369326 0.0488842 0.0380373 0.0362996 0.0397623 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3068 367 382 59 1047 252 311 1788 183 58 194 173 78 53 95 128 236 84 131 89 441 107 70 152 103 114 94 55 148 95 4818 61 45 82 61 60 3040 53 203 178 268 106 162 79 49 81 74 157 136 106 131 111 90 64 54 43 77 57 186 156 1458 1437 83 62 internal_count=180795 178567 2228 1449 779 11162 295 167405 771 678 484 9674 1488 274 218 56 178 46 40 132 86 46 7886 66 197 80 42 287 117 58 389 3068 367 382 59 1047 252 311 1788 183 58 194 173 78 53 95 128 236 84 131 89 441 107 70 152 103 114 94 55 148 95 4818 61 45 82 61 60 3040 53 203 178 268 106 162 79 49 81 74 157 136 106 131 111 90 64 54 43 77 57 186 156 1458 1437 83 62 is_linear=0 shrinkage=0.01089 Tree=393 num_leaves=96 num_cat=0 split_feature=24 40 24 24 24 24 47 24 24 24 24 24 24 10 55 55 39 33 6 33 31 63 55 22 53 24 24 24 49 56 25 33 24 24 24 24 24 26 28 24 40 40 53 22 49 56 31 47 33 39 12 55 40 41 23 55 26 23 39 65 32 63 33 44 47 55 53 28 22 22 28 56 0 40 40 64 40 28 53 33 28 35 24 65 57 55 33 3 12 64 26 0 6 24 57 split_gain=446.725 180.868 38.1064 6.31584 5.49092 4.94186 2.35433 1.1052 0.922563 0.852138 0.664594 0.562702 0.504835 0.449482 0.356557 1.11836 0.760962 0.341412 0.541599 0.526952 0.435198 0.246457 0.139244 0.164584 0.123321 0.119785 0.139581 0.116816 0.116527 0.152675 0.113293 0.115328 0.109038 0.0992407 0.0973329 0.0951113 0.0868739 0.0820481 0.0730114 0.0679522 0.0661572 0.0629023 0.0562279 0.0554281 0.0782957 0.0550155 0.0422308 0.0488704 0.0636025 0.040338 0.0381049 0.0409694 0.0362622 0.0547693 0.0513423 0.0421296 0.0359644 0.0622734 0.0391847 0.034228 0.0341926 0.0317803 0.0331154 0.0312871 0.0321405 0.0337643 0.0376928 0.0280329 0.0277203 0.0258359 0.0271071 0.0243505 0.0274824 0.0236151 0.0225233 0.0223985 0.0223587 0.0220373 0.0550689 0.0523841 0.0209867 0.0325011 0.0193531 0.0237727 0.0233392 0.0272879 0.0185969 0.0183683 0.0182916 0.0202863 0.0182691 0.0180683 0.0342107 0.0173702 0.0164518 threshold=17.421999999999574 5.2884999999896545 37.405999999988133 27.156499999997326 48.83649999999944 11.187500000000002 66.219000000002794 7.6324999999997098 22.242500000000295 32.093499999988133 43.530999999988133 13.632999999997994 9.3675000000002928 0.8698606264137535 19.134664948453612 19.808958762886721 19.91506428462775 3.5514657902993245 -0.95394862377089173 2.6509257029996589 35.992142857143342 10.98327791152732 23.114128865979438 34.125000000000007 58.297500000011503 8.7030000000122545 7.6324999999997098 19.561999999988078 25.834183673469393 10.311999999990805 43.734499999999578 6.0908462498123086 39.562500000010921 15.015499999999976 29.453500000012358 24.187500000003642 10.007500000003349 23.011250000000476 35.101499999999767 12.382500000000165 8.5625000000000018 9.0315000000009622 65.257999999998006 40.812499999989093 20.089918367347 10.688000000009199 17.282357142856984 29.062500000000004 4.3640357666921679 8.2456827195945461 1.0000000180025095e-35 14.100350515463942 9.7605000000003219 45.140500000001346 30.398499999999334 15.830056701030907 32.449249999999672 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27 20 37 21 37 23 31 30 26 31 31 33 43 24 71 82 21 21 26 25 1983 154 leaf_count=167370 130 35 37 34 23 529 20 33 23 25 20 347 1402 30 20 22 21 30 23 21 20 39 30 28 26 2152 1372 151 20 30 20 24 32 49 27 25 881 22 31 360 26 38 21 33 20 25 31 25 38 22 31 26 38 20 25 28 31 31 34 22 22 30 22 27 25 22 24 26 1596 31 20 27 27 27 20 37 21 37 23 31 30 26 31 31 33 43 24 71 82 21 21 26 25 1983 154 internal_value=0 -6.0373e-05 0.00484622 0.00380183 0.00678868 0.00128171 0.00796072 -0.000149876 0.00312732 0.0045687 0.00607394 0.00183173 0.00118625 0.00769675 0.00753954 0.00784179 0.00694743 0.00749869 0.00785621 0.00667146 0.00839251 0.00755694 0.00662092 0.00647201 0.0078266 0.00114163 0.00109022 0.00275326 0.00631597 0.00647003 0.00674958 0.00710852 0.00577188 0.00207867 0.00421191 0.00350799 0.00132753 0.00498934 0.00491124 0.00166762 0.00479824 0.00522861 0.00595611 0.00587844 0.00570731 0.00616491 0.003276 0.00313871 0.00331754 0.00542499 0.00402814 0.00394738 0.00439207 0.00430822 0.00439481 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264 992 195 69 177 156 98 58 139 94 63 47 182 148 185 147 127 100 173 113 60 42 45 203 173 135 108 71 46 243 3060 312 281 218 191 55 45 107 58 117 91 68 186 156 165 58 107 76 56 1464 463 103 1393 82 56 4135 174 is_linear=0 shrinkage=0.01089 Tree=394 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 23 51 18 18 18 18 18 18 18 62 58 39 9 21 21 61 33 32 18 18 62 18 44 18 18 23 18 47 50 18 59 18 56 49 56 50 34 18 9 50 18 21 44 56 18 49 12 56 18 49 46 31 23 65 64 62 21 52 21 50 32 46 62 61 2 34 12 49 9 56 3 18 50 21 18 46 37 61 62 18 1 9 21 32 64 39 33 23 61 split_gain=431.332 178.724 36.1707 6.74707 4.93144 3.97099 1.69219 1.44236 1.1941 0.649604 0.61325 0.482532 0.482031 0.45894 0.424105 0.260283 0.300977 0.287448 0.206288 0.28695 0.495391 0.209448 0.203059 0.38822 0.189164 0.18483 0.151955 0.113874 0.107362 0.0819551 0.081058 0.075735 0.0735303 0.0688981 0.0650979 0.064714 0.0910342 0.0630874 0.0626747 0.0694376 0.0645673 0.0575926 0.0703616 0.0516612 0.0559232 0.0558228 0.0501223 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0.00220151 0.00349646 internal_weight=0 178491 2222 931 11257 1291 393 42 167234 678 9740 1517 538 351 613 170 134 112 181 127 69 44 75 41 8101 8068 58 272 54 1046 391 99 309 66 173 266 112 1639 138 118 78 154 130 287 155 126 304 166 40 42 471 82 179 119 3892 44 72 108 84 63 221 143 82 61 57 61 212 190 132 105 63 46 94 68 42 60 166 70 96 1551 4176 138 60 70 78 65 41 82 41 102 82 48 119 90 40 internal_count=180713 178491 2222 931 11257 1291 393 42 167234 678 9740 1517 538 351 613 170 134 112 181 127 69 44 75 41 8101 8068 58 272 54 1046 391 99 309 66 173 266 112 1639 138 118 78 154 130 287 155 126 304 166 40 42 471 82 179 119 3892 44 72 108 84 63 221 143 82 61 57 61 212 190 132 105 63 46 94 68 42 60 166 70 96 1551 4176 138 60 70 78 65 41 82 41 102 82 48 119 90 40 is_linear=0 shrinkage=0.01089 Tree=395 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 23 55 21 18 18 18 18 18 18 7 23 33 21 9 38 21 21 18 18 7 18 28 31 21 28 23 18 18 18 34 57 18 18 64 61 18 9 57 25 25 18 10 18 12 56 57 44 44 34 18 21 64 46 28 46 21 63 21 49 56 28 55 21 12 46 3 18 26 23 58 18 55 57 46 34 3 21 2 18 31 49 9 43 56 33 23 9 61 18 split_gain=421.997 174.853 35.388 6.60102 4.82467 3.88498 1.65556 2.59245 1.16955 0.635556 0.599961 0.472098 0.471568 0.448963 0.414923 0.262432 0.479172 0.207721 0.276029 0.201785 0.300055 0.392007 0.207434 0.185066 0.18082 0.128324 0.111384 0.107988 0.15763 0.123333 0.087973 0.108294 0.0801712 0.0792892 0.0719199 0.0653362 0.0646913 0.0632847 0.0617142 0.0588752 0.0557484 0.050521 0.0546924 0.0496465 0.057689 0.093045 0.0491395 0.0481639 0.0426856 0.0418958 0.0516123 0.040231 0.0690067 0.0392365 0.0642962 0.0375688 0.0343074 0.0329995 0.0299498 0.0296982 0.0383312 0.0281564 0.0278436 0.0267195 0.0260462 0.0257083 0.0256283 0.0253975 0.0248479 0.0372917 0.0331458 0.0247373 0.0526268 0.0483841 0.0262397 0.0258281 0.0235266 0.0232688 0.0293602 0.0240801 0.0427526 0.0225114 0.0358358 0.0445425 0.0224577 0.0220835 0.0214212 0.019007 0.0189566 0.0493577 0.0178336 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 12 10 14 13 -8 -1 33 23 32 37 19 46 16 -15 18 -17 25 -21 35 -23 -3 55 -5 30 29 -29 -28 31 36 -6 59 63 -22 39 53 -12 -14 -41 51 47 -39 -45 -46 -2 -43 -13 50 92 62 58 -4 -55 -25 -56 90 -53 -7 84 -58 -11 81 -47 -51 -59 -52 70 85 -48 73 -73 75 -75 -36 -26 79 -79 80 -62 -16 83 -83 -61 -70 -63 -68 89 -49 91 -50 -35 -74 -34 right_child=2 4 3 6 11 9 7 -9 -10 41 38 48 26 15 34 17 -18 -19 -20 20 21 22 -24 24 76 -27 27 28 -30 -31 -32 -33 94 49 71 -37 -38 43 -40 40 -42 42 -44 44 45 64 68 88 57 65 67 52 -54 54 56 -57 61 66 -60 60 77 86 -64 -65 -66 -67 87 -69 69 -71 -72 72 93 74 -76 -77 -78 78 -80 -81 -82 82 -84 -85 -86 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00014632616463089147 0.0025030077714012855 0.0019432936505007718 0.004594749281372568 0.00799509270225939 0.0015909979743942563 0.0032797570596526256 0.012301129669652666 0.0068653269833393385 -0.0027152320689238507 0.0043374036282464662 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311 37 23 26 29 21 591 25 22 23 29 22 22 23 35 47 41 22 23 29 37 20 31 2160 33 29 25 32 25 29 20 38 24 38 30 38 20 20 28 30 20 21 22 30 1666 21 20 39 20 26 35 24 33 37 20 43 31 25 29 49 21 20 266 leaf_count=167213 164 33 21 23 469 22 20 22 21 21 1048 250 40 35 20 34 30 32 39 27 22 23 29 1732 2510 31 26 20 20 33 34 23 311 37 23 26 29 21 591 25 22 23 29 22 22 23 35 47 41 22 23 29 37 20 31 2160 33 29 25 32 25 29 20 38 24 38 30 38 20 20 28 30 20 21 22 30 1666 21 20 39 20 26 35 24 33 37 20 43 31 25 29 49 21 20 266 internal_value=0 -5.8218e-05 0.00471701 0.00633542 0.00125551 0.0035498 0.00740892 0.00945937 -0.000146649 0.00411803 0.00116652 0.00182682 0.00555094 0.00716294 0.00292115 0.00756984 0.00812654 0.00722338 0.00755201 0.00677977 0.00653512 0.00625388 0.00558909 0.00112805 0.00112471 0.00735182 0.00587221 0.00617436 0.00571688 0.00648187 0.00569842 0.00557038 0.00169766 0.0038311 0.00320299 0.0069707 0.00570971 0.00522186 0.00135666 0.00586636 0.00614495 0.00450853 0.00464879 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167234 678 9740 1517 538 351 613 170 65 105 73 181 127 100 52 8101 8068 54 272 99 40 59 173 139 1046 391 309 48 116 266 1639 87 47 287 155 112 91 69 304 126 471 179 119 132 91 154 133 3892 113 221 54 212 190 82 41 143 47 60 102 61 140 77 63 166 70 96 43 53 4176 125 41 84 45 105 85 50 65 57 49 73 103 72 119 90 58 40 577 is_linear=0 shrinkage=0.01089 Tree=396 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 24 53 24 24 24 24 33 37 24 24 43 10 24 24 12 24 24 57 61 24 64 21 46 49 24 24 24 62 24 65 53 24 24 50 62 34 34 21 59 53 59 35 28 28 56 50 64 34 22 56 43 51 24 28 35 33 37 19 64 22 43 10 24 38 9 10 56 21 41 65 29 56 40 24 57 49 51 61 46 43 57 46 28 44 34 34 9 7 35 0 split_gain=410.169 171.498 33.647 6.10826 4.86212 3.6743 2.65936 1.1848 1.00332 0.565218 0.560021 0.511591 0.992831 0.487444 0.472169 0.424212 0.413282 0.504356 0.410579 0.183243 0.176883 0.170894 0.143477 0.268492 0.135592 0.194521 0.199028 0.25767 0.279034 0.115661 0.106001 0.092393 0.0837142 0.0823283 0.0701643 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20 2814 53 40 21 25 23 28 23 56 34 29 1909 27 21 40 40 28 25 24 27 59 20 70 48 52 23 23 20 internal_value=0 -5.75432e-05 0.00470783 0.0063121 0.00124356 0.00356036 0.0076322 -0.000145053 0.00570402 0.00413942 0.00115267 0.00734166 0.00758896 0.00180724 0.00296441 0.00639435 0.00731715 0.00713514 0.00736537 0.00707608 0.00111486 0.00111156 0.00681314 0.00711946 0.00619619 0.00646784 0.00667415 0.00643102 0.00691921 0.00271806 0.00531013 0.00389873 0.00596539 0.00167801 0.00608937 0.00592377 0.00133415 0.00209432 0.00568051 0.00457785 0.00449149 0.00456912 0.00549745 0.00510127 0.00517353 0.00506697 0.0029297 0.00375375 0.00380995 0.00541945 0.00533173 0.00552921 0.00522411 0.00373264 0.00333159 0.00337712 0.00354322 0.00320568 0.00447058 0.00423254 0.00362258 0.00544824 0.00503243 0.00337131 0.00299482 0.00315998 0.00299987 0.00105376 0.00464212 0.0025404 0.00491481 0.00350993 0.00409032 0.00418125 0.0042772 0.00439683 0.00291733 0.00338102 0.00115563 0.0022121 0.00225413 0.00220354 0.00227089 0.00384174 0.00523482 0.00281986 0.00260871 0.00248632 0.00215618 0.0020812 0.00275121 0.0037919 0.00281096 0.00264542 0.00297824 internal_weight=0 178628 2168 904 11257 1264 285 167371 619 641 9694 265 210 1563 623 55 186 166 145 117 8023 7990 87 60 275 126 103 83 51 373 344 414 149 1078 123 91 1671 485 66 227 181 160 181 163 143 118 170 236 208 156 130 85 79 179 250 227 115 112 133 56 128 44 53 88 150 48 67 3457 77 203 46 45 178 130 102 79 125 53 4533 238 211 190 150 48 45 44 163 88 110 90 75 75 91 46 45 internal_count=180796 178628 2168 904 11257 1264 285 167371 619 641 9694 265 210 1563 623 55 186 166 145 117 8023 7990 87 60 275 126 103 83 51 373 344 414 149 1078 123 91 1671 485 66 227 181 160 181 163 143 118 170 236 208 156 130 85 79 179 250 227 115 112 133 56 128 44 53 88 150 48 67 3457 77 203 46 45 178 130 102 79 125 53 4533 238 211 190 150 48 45 44 163 88 110 90 75 75 91 46 45 is_linear=0 shrinkage=0.01089 Tree=397 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 53 21 18 18 18 33 37 18 18 43 10 55 22 43 61 49 18 18 21 18 58 2 38 56 55 18 18 18 18 39 18 61 56 55 39 21 35 22 58 28 39 56 50 55 44 56 43 51 18 11 21 18 51 39 21 19 22 34 58 44 18 39 22 58 56 35 53 56 21 44 58 22 50 18 33 39 22 39 21 22 55 53 29 58 47 49 44 37 11 split_gain=401.293 167.784 32.9188 5.97604 4.75713 3.59473 2.60179 1.16073 0.981593 0.569236 0.552971 0.500489 0.971303 0.461944 0.46132 0.414986 0.40431 0.495468 0.748535 0.491489 0.231668 0.193928 0.173052 0.167187 0.158185 0.132626 0.237865 0.259832 0.127195 0.155916 0.180493 0.113153 0.103677 0.0906327 0.0903907 0.0723156 0.0631097 0.0624926 0.0649329 0.0527945 0.0481985 0.0476849 0.042442 0.040869 0.0534636 0.0563498 0.0414208 0.0408287 0.0724477 0.0452135 0.0400859 0.0394174 0.049784 0.0865839 0.054523 0.0368375 0.0365872 0.0350263 0.034618 0.0547014 0.0471072 0.0372656 0.0335995 0.033417 0.0330544 0.0327457 0.0305916 0.028961 0.0370214 0.0420838 0.0287233 0.028527 0.0340026 0.0279704 0.0277299 0.027726 0.0281678 0.0266062 0.0387041 0.0265495 0.0222032 0.0545721 0.0252098 0.0216959 0.0461457 0.0202267 0.02041 0.0306949 0.0230894 0.0236823 0.0184 0.0213479 0.0367424 0.026601 0.0180766 threshold=17.687499999985452 6.9060000000026784 35.444999999999716 48.83649999999944 11.461000000000697 25.953500000011449 66.219000000002794 0.044194173821586781 40.828499999999629 9.6329999999998126 31.312500000003642 3.5514657902993245 32.988576923077126 22.585500000000142 14.550999999999137 31.317500000000006 0.8698606264137535 19.287422680412384 51.281500000011881 26.482500000000005 22.329339378238345 21.295285714285665 7.6324999999997098 8.7574999999997107 1.0921264235405121 44.594000000011881 8.984500000000482 21.500000000000004 8.929499999991096 13.061999999999044 18.154639175257735 20.210999999999334 37.781000000002685 13.085000000000493 29.194999999999713 12.887034355817162 10.63300000000004 18.514088082901619 9.359499999996844 13.947164948453759 8.5200270201945916 0.44759859250783252 20.905999999999043 34.655999999988133 7.9924999999993824 31.56249999998909 10.632324610430009 17.398500000002972 14.351999999998954 19.986391752577326 22.030999999988129 14.280999999988127 16.547820000000467 8.8690827860328287 24.655999999988129 0.68301270189221941 1.6348308781045124 15.938000000009199 10.298507486617121 6.8476025880672111 2.7838793975223628 27.648249999994736 18.68749999998818 31.843499999999043 8.6175000000002928 28.344000000000964 8.1875000000000018 15.826648028930128 29.194999999999713 8.8595000000020736 9.186999999987167 45.812500000000007 36.093499999999047 10.922000000001391 1.5411392295872108 24.094000000011878 8.4769999999987267 37.687499999989093 9.2419999999999636 9.1255000000001036 4.9895678765347213 10.632324610430009 29.81249999998909 7.5572834481397004 1.6404877323611058 19.827999999988155 12.133783505154765 37.984499999998668 18.656000000002681 8.351499999999989 32.844000000011881 11.578765306122451 9.09399999999866 11.731961538461503 0.68301270189221941 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 8 9 13 11 -1 32 22 34 15 16 31 33 -5 17 18 21 -19 -21 -13 -3 66 -22 35 27 28 -27 30 -30 85 67 -6 39 -10 -11 64 -39 56 50 -34 -33 44 -42 46 -46 48 77 -50 -12 52 54 -54 55 -15 -7 -16 60 -60 61 -41 -44 -47 -37 -61 -24 68 -4 74 -56 72 -36 83 -70 76 -55 -43 -79 -25 82 -82 -74 84 -64 86 88 94 -2 -90 91 92 -59 -94 -88 right_child=2 4 3 6 14 10 -8 -9 25 36 40 12 -14 51 57 -17 -18 19 -20 20 24 -23 23 79 -26 26 -28 -29 29 -31 -32 42 41 -35 71 37 -38 38 -40 58 43 47 62 -45 45 63 -48 -49 49 -51 -52 -53 53 75 70 -57 -58 90 59 65 -62 -63 73 -65 -66 -67 -68 -69 69 -71 -72 -73 80 -75 -76 -77 -78 78 -80 -81 81 -83 -84 -85 -86 -87 87 -89 89 -91 -92 -93 93 -95 -96 leaf_value=-0.00014315138684094255 0.0022960890639490035 0.0018911030456434852 0.0053814565249081514 0.0050561042117570933 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0.0023449311825810846 leaf_weight=167350 25 33 25 20 652 27 20 21 37 1174 22 34 24 40 251 35 20 22 20 21 20 20 643 2624 29 21 22 22 20 21 20 20 25 456 36 24 527 35 31 34 29 37 25 26 30 37 22 26 20 25 26 23 27 22 20 27 21 24 27 73 21 35 32 35 22 22 2814 28 40 34 25 24 27 34 36 27 39 23 25 1909 22 20 25 33 26 22 21 38 29 37 34 65 24 27 31 leaf_count=167350 25 33 25 20 652 27 20 21 37 1174 22 34 24 40 251 35 20 22 20 21 20 20 643 2624 29 21 22 22 20 21 20 20 25 456 36 24 527 35 31 34 29 37 25 26 30 37 22 26 20 25 26 23 27 22 20 27 21 24 27 73 21 35 32 35 22 22 2814 28 40 34 25 24 27 34 36 27 39 23 25 1909 22 20 25 33 26 22 21 38 29 37 34 65 24 27 31 internal_value=0 -5.69165e-05 0.00465661 0.00624343 0.00123002 0.00352163 0.00754916 -0.000143473 0.00564196 0.00114112 0.00409438 0.00726178 0.0075064 0.00293216 0.00179388 0.00632477 0.00723754 0.00705751 0.00638505 0.0075965 0.00714193 0.00705399 0.00110272 0.00109946 0.00671837 0.00612878 0.00639748 0.00661851 0.00632905 0.00606558 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110 45 154 130 125 76 88 61 85 48 4533 94 42 52 91 58 203 181 90 91 66 174 140 75 51 52 internal_count=180796 178628 2168 904 11257 1264 285 167371 619 9724 641 265 210 623 1533 55 186 166 74 92 70 54 8023 7990 49 275 126 104 82 61 40 373 344 1108 414 149 1701 112 66 260 227 181 170 179 153 124 52 156 130 45 48 250 227 115 112 67 48 425 212 122 90 69 150 72 46 95 3457 163 135 110 45 154 130 125 76 88 61 85 48 4533 94 42 52 91 58 203 181 90 91 66 174 140 75 51 52 is_linear=0 shrinkage=0.01089 Tree=398 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 18 57 27 18 18 18 18 18 0 49 23 6 21 9 3 27 18 18 18 61 21 37 10 55 18 18 23 22 18 18 21 18 44 18 18 21 21 18 34 22 49 18 62 56 58 57 6 21 23 56 37 57 0 62 34 51 21 21 3 58 64 28 62 16 34 56 56 25 44 28 22 62 62 44 28 38 21 21 22 8 55 19 18 18 6 1 38 10 9 split_gain=398.57 164.602 31.9887 6.43873 4.64559 3.69456 2.27152 5.6261 1.30634 0.729037 0.605836 0.525244 0.454411 0.427708 0.367739 0.396251 0.503328 0.370766 0.239038 0.193787 0.172582 0.169691 0.168735 0.164812 0.154598 0.151509 0.334688 0.123972 0.100835 0.0987186 0.0977802 0.0883669 0.0832763 0.0706042 0.0672769 0.0640605 0.0627689 0.053989 0.0544991 0.0537203 0.0493294 0.0460402 0.0455469 0.0441676 0.0540454 0.0432332 0.0476949 0.0422356 0.0402015 0.0384003 0.0521225 0.0510559 0.0941757 0.0378741 0.0375582 0.0370467 0.0342017 0.0554167 0.0476658 0.0460894 0.0409646 0.0322151 0.043788 0.0555143 0.0459375 0.0418696 0.0704917 0.0465378 0.0316717 0.0544928 0.0370981 0.0496142 0.0315961 0.0315477 0.0617767 0.0409764 0.0299613 0.0406282 0.025819 0.0244919 0.0420022 0.021543 0.0206916 0.020499 0.0203615 0.023306 0.0228393 0.0193026 0.0180557 0.0169336 0.015566 0.0154837 0.0151212 0.0145999 0.0153205 threshold=17.687499999985452 6.9060000000026784 34.969000000011881 47.344000000011881 11.664000000002945 26.234999999998767 58.65649999999733 18.648517342140469 0.95846022347764104 40.453500000014181 9.7030000000122545 21.898499999999334 30.172000000000484 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8.8595000000020736 8.9219999999991177 28.281500000000964 9.3600000000003565 1.0000000180025095e-35 22.061999999987169 9.0470000000013915 9.9560000000128657 20.132750000000673 11.953500000012356 20.015499999999523 35.461000000001157 9.1479999999992305 9.3130000000128366 23.031499999997326 24.195500000001633 14.219000000000621 0.75625070248741688 2.3422912126804389 19.062500000000004 -0.75000000000000011 12.133783505154765 18.382749999999991 20.515500000000007 9.2425000000002928 -0.67619580640964327 3.5000000000000004 27.687500000010917 0.8698606264137535 -0.95291462550664219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 9 10 11 14 -8 -1 31 22 40 32 35 15 19 17 -17 -16 -5 21 27 -3 47 42 26 -19 -11 30 -21 -23 45 82 43 -12 -6 -33 56 -39 93 84 53 -22 68 -45 -4 76 -24 -44 50 51 -38 -53 -35 55 -40 57 59 -58 -14 -61 -34 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0.00315779 0.00279316 0.00261655 0.00508502 0.00273579 0.00289101 0.00258138 0.00468082 0.00484748 0.00633492 0.00323551 0.00310826 0.00394401 0.00345724 0.00275281 0.00246382 0.00241536 0.00233833 0.00214316 0.00315149 0.00114098 0.00247321 0.00219128 0.00409072 0.00195529 0.00191719 internal_weight=0 178356 2212 937 11297 1275 339 45 167059 598 9837 664 611 1460 294 234 138 112 60 96 253 152 8136 8102 101 81 53 46 106 62 86 345 319 332 1701 975 156 292 109 485 332 159 70 173 47 189 158 4282 46 136 112 83 48 60 72 48 183 114 69 84 64 249 223 190 156 132 46 86 126 54 72 49 74 169 84 85 84 54 57 99 67 64 70 57 163 143 112 46 48 3820 66 203 44 282 233 internal_count=180568 178356 2212 937 11297 1275 339 45 167059 598 9837 664 611 1460 294 234 138 112 60 96 253 152 8136 8102 101 81 53 46 106 62 86 345 319 332 1701 975 156 292 109 485 332 159 70 173 47 189 158 4282 46 136 112 83 48 60 72 48 183 114 69 84 64 249 223 190 156 132 46 86 126 54 72 49 74 169 84 85 84 54 57 99 67 64 70 57 163 143 112 46 48 3820 66 203 44 282 233 is_linear=0 shrinkage=0.01089 Tree=399 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 18 27 27 18 18 18 29 23 18 18 21 18 3 21 27 18 18 18 0 21 25 27 44 21 27 18 18 18 18 46 64 21 46 18 59 18 44 18 6 44 18 63 31 41 34 9 64 47 32 23 18 29 28 27 46 47 6 1 29 41 49 21 59 65 2 23 23 23 40 18 46 46 55 38 27 3 41 19 40 46 18 46 59 59 40 18 64 64 52 split_gain=389.945 161.036 31.2963 6.29931 4.545 3.61488 2.22235 3.18962 1.27807 0.713242 0.633766 0.592759 0.447777 0.634932 0.418448 0.333141 0.213727 0.437587 0.168816 0.166624 0.165987 0.164313 0.171125 0.151212 0.116645 0.103731 0.0927885 0.214542 0.0868308 0.108684 0.102681 0.0864336 0.074367 0.0661035 0.0626648 0.0619525 0.0649839 0.0613854 0.0577047 0.0566527 0.0528347 0.0527993 0.053291 0.0525461 0.0416279 0.0414701 0.0413155 0.0391239 0.0505728 0.0470324 0.0375927 0.0407309 0.0375242 0.0402364 0.0520852 0.0367241 0.0349474 0.0360892 0.0326339 0.0412388 0.0320837 0.0329374 0.0310003 0.0298212 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31.859500000000484 37.90649999999733 9.0619999999989904 25.655999999988129 8.3125000000109157 8.9219999999991177 9.0394999999998635 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 9 11 10 12 -8 -1 31 33 21 13 16 34 56 19 25 20 26 24 -3 46 35 -11 -18 -5 -28 29 -22 -31 45 52 62 -6 -20 -37 -33 40 -13 -39 65 -43 94 -27 50 -23 -35 -49 87 -4 -52 53 54 -12 73 57 58 -7 -60 -53 80 75 72 -55 66 68 70 69 -17 -68 -40 -64 -44 -42 81 85 -78 79 -65 -62 -2 83 84 -58 -45 -24 -50 90 -90 -34 -91 -93 -79 -16 right_child=2 4 3 6 14 15 7 -9 -10 18 32 39 -14 -15 43 41 17 -19 23 -21 28 22 86 -25 -26 44 27 -29 -30 30 -32 37 88 47 -36 36 -38 38 71 -41 74 42 55 76 -46 -47 -48 48 49 -51 51 60 -54 64 -56 -57 82 -59 59 -61 61 -63 63 78 -66 -67 67 -69 -70 -71 -72 -73 -74 -75 -76 -77 77 93 -80 -81 -82 -83 -84 -85 -86 -87 -88 -89 89 91 -92 92 -94 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50 156 136 1576 67 292 109 485 53 189 4282 144 120 82 169 133 143 115 51 72 266 161 129 105 112 87 216 120 64 183 158 73 85 62 51 69 56 48 47 96 203 71 64 44 51 57 105 85 61 132 3945 62 214 165 49 135 67 40 282 internal_count=180568 178356 2212 937 11297 1275 339 45 167059 598 717 9837 294 266 1460 558 239 111 253 128 152 8261 8227 101 46 73 92 62 106 86 56 345 357 360 975 70 50 156 136 1576 67 292 109 485 53 189 4282 144 120 82 169 133 143 115 51 72 266 161 129 105 112 87 216 120 64 183 158 73 85 62 51 69 56 48 47 96 203 71 64 44 51 57 105 85 61 132 3945 62 214 165 49 135 67 40 282 is_linear=0 shrinkage=0.01089 Tree=400 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 46 18 44 18 18 22 6 18 65 5 31 22 32 27 65 33 33 3 43 34 21 18 20 20 18 12 18 18 10 22 18 18 22 12 21 65 22 40 23 47 44 32 43 43 50 33 37 38 21 6 23 26 18 27 26 41 21 18 6 22 56 64 47 40 33 27 20 56 40 5 57 57 20 18 46 50 1 18 57 23 44 23 20 23 18 43 5 21 split_gain=378.566 156.485 32.7386 5.20784 5.11279 4.3286 2.95148 1.12043 0.802735 0.724682 0.617519 0.569631 0.540185 0.407776 0.402599 0.291792 0.425094 0.254254 0.673087 0.367981 0.524745 0.247384 0.260397 0.349398 0.211267 0.201877 0.158967 0.140886 0.140329 0.122094 0.116139 0.107441 0.101716 0.101454 0.092127 0.0881452 0.0773362 0.076058 0.0679713 0.0618739 0.0639007 0.0648985 0.0720336 0.054966 0.0546058 0.0990631 0.0497917 0.0993228 0.0657324 0.0484227 0.0469235 0.0579518 0.0458674 0.0672363 0.04421 0.0438464 0.0420077 0.0368876 0.0694626 0.0598712 0.0747336 0.0449181 0.035048 0.0574188 0.0348914 0.0339649 0.0331081 0.032183 0.0314639 0.0780315 0.0602574 0.0412358 0.0299305 0.0259669 0.025074 0.0258438 0.0332441 0.0268106 0.0246373 0.0245751 0.0232026 0.0280665 0.0223625 0.0213647 0.025353 0.0282297 0.0212371 0.0204957 0.0395731 0.0198768 0.0194953 0.0188161 0.0184664 0.0184459 0.0160662 threshold=17.421999999999574 7.6324999999997098 36.969000000011881 47.344000000011881 27.156499999997326 11.562500000000002 63.020999999997009 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463 20 313 31 leaf_count=167323 27 34 21 38 93 594 21 34 30 36 30 1205 20 30 96 22 31 23 22 28 21 22 25 21 24 21 110 28 2665 21 28 20 28 22 545 20 20 56 416 26 35 32 23 38 28 34 32 22 21 39 20 35 23 35 22 23 25 25 29 23 30 20 27 37 2745 24 32 29 30 21 53 34 36 1946 22 20 38 40 31 29 20 20 20 29 26 21 22 25 32 20 35 463 20 313 31 internal_value=0 -5.52693e-05 0.0044746 0.00626159 0.00349354 0.00118916 0.00728769 -0.000138773 0.00289209 0.00702293 0.00419904 0.00110565 0.00549337 0.00682726 0.00173669 0.00704944 0.00727165 0.00759384 0.00700462 0.00802499 0.00747794 0.00600939 0.00574858 0.0053493 0.00602105 0.00674961 0.00106048 0.00521268 0.0010571 0.0064321 0.0057155 0.00452183 0.00588763 0.00254563 0.00125935 0.00630877 0.00630393 0.00324925 0.00161338 0.00385143 0.00380399 0.003928 0.00376318 0.00357998 0.0047325 0.00495211 0.00433492 0.00404274 0.00445824 0.00419569 0.00452722 0.00432995 0.00509223 0.00479965 0.00481799 0.00459158 0.00427259 0.00518303 0.00525116 0.00540167 0.00556023 0.00485952 0.00277924 0.00285407 0.00108643 0.00241113 0.00199818 0.00529555 0.00307211 0.00314442 0.00338947 0.00285962 0.00338918 0.00098105 0.00330661 0.00336572 0.00354972 0.00322398 0.0037636 0.00446371 0.00256191 0.00243108 0.00261999 0.00229695 0.00242661 0.00258838 0.00214648 0.00269212 0.00281526 0.00200144 0.00197304 0.00133651 0.00277896 0.00201233 0.000990198 internal_weight=0 178587 2215 785 1430 11230 336 167357 772 315 658 9744 449 277 1486 217 167 125 53 72 49 158 117 74 60 41 7531 291 7497 43 56 341 49 392 2213 42 50 380 1010 317 291 187 116 104 160 77 181 54 127 71 83 55 235 56 43 43 84 179 154 111 82 43 143 121 5410 249 476 52 168 138 74 64 212 2087 156 134 58 76 69 54 107 67 40 142 76 47 66 84 57 44 444 1008 40 348 1977 internal_count=180802 178587 2215 785 1430 11230 336 167357 772 315 658 9744 449 277 1486 217 167 125 53 72 49 158 117 74 60 41 7531 291 7497 43 56 341 49 392 2213 42 50 380 1010 317 291 187 116 104 160 77 181 54 127 71 83 55 235 56 43 43 84 179 154 111 82 43 143 121 5410 249 476 52 168 138 74 64 212 2087 156 134 58 76 69 54 107 67 40 142 76 47 66 84 57 44 444 1008 40 348 1977 is_linear=0 shrinkage=0.01089 Tree=401 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 18 52 18 18 18 22 1 21 26 18 35 43 49 29 21 26 22 65 33 33 43 52 34 55 21 18 55 19 19 18 18 18 18 18 22 12 21 65 22 40 47 43 32 43 47 64 33 10 38 9 47 22 35 21 18 26 26 64 22 64 47 40 33 9 57 39 34 38 21 34 19 59 39 8 58 21 21 39 18 33 47 33 56 49 43 21 41 22 26 split_gain=370.374 153.096 32.0302 5.09507 5.00209 4.23486 2.88758 1.09618 0.785318 0.60416 0.557288 0.52848 0.425857 0.827508 1.92586 0.393879 0.328282 0.286547 0.251602 0.29102 0.286585 0.281211 0.367419 0.242003 0.254737 0.341812 0.197475 0.162721 0.155523 0.138733 0.137807 0.137283 0.131294 0.11942 0.113596 0.105091 0.0992402 0.090126 0.0743947 0.0664911 0.0605169 0.0624951 0.0634777 0.0704495 0.0537591 0.053401 0.0486938 0.0827178 0.0642902 0.0473543 0.0466824 0.0463054 0.0448511 0.0625838 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167357 772 658 9744 449 315 61 41 1486 254 234 201 101 73 100 74 158 117 74 41 49 7531 49 291 7497 53 43 56 341 392 2213 380 1010 317 291 187 116 104 160 181 54 127 71 77 83 235 56 43 249 84 200 143 121 5410 179 49 130 476 168 138 74 64 93 171 100 75 46 64 42 2087 58 69 107 84 47 83 53 1008 212 444 182 161 135 112 1977 49 85 54 internal_count=180802 178587 2215 785 1430 11230 336 167357 772 658 9744 449 315 61 41 1486 254 234 201 101 73 100 74 158 117 74 41 49 7531 49 291 7497 53 43 56 341 392 2213 380 1010 317 291 187 116 104 160 181 54 127 71 77 83 235 56 43 249 84 200 143 121 5410 179 49 130 476 168 138 74 64 93 171 100 75 46 64 42 2087 58 69 107 84 47 83 53 1008 212 444 182 161 135 112 1977 49 85 54 is_linear=0 shrinkage=0.01089 Tree=402 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 33 18 18 18 18 18 55 18 21 47 55 55 46 9 37 28 21 21 37 18 33 18 46 18 37 55 45 61 18 18 55 47 45 46 8 18 18 56 47 18 18 37 21 0 21 61 37 46 64 37 61 12 43 59 59 28 64 58 0 28 59 63 21 21 63 53 33 26 53 28 33 29 25 25 63 41 45 18 29 26 18 33 52 26 2 59 59 59 split_gain=357.431 149.133 30.1223 4.74568 4.38647 4.11203 2.0863 1.47538 0.675541 0.651016 0.55495 0.523853 0.346956 0.316639 0.429585 0.632742 1.12089 0.491283 0.233118 0.199631 0.186141 0.211379 0.113132 0.103321 0.155342 0.128006 0.0991637 0.0970939 0.0966252 0.0947944 0.111776 0.0939535 0.0861785 0.0857996 0.0722819 0.0666044 0.0661004 0.0616925 0.0721164 0.0762629 0.0604966 0.0597529 0.0587142 0.0579088 0.0558991 0.0773694 0.0577695 0.053083 0.0475013 0.042029 0.0398973 0.0390569 0.0364407 0.0333164 0.0328961 0.0332873 0.0337578 0.0312963 0.0310023 0.0374538 0.0307731 0.032145 0.0303921 0.0316116 0.0292706 0.0286315 0.027222 0.0340757 0.0393791 0.0369137 0.0276258 0.0250962 0.0233078 0.021737 0.0213664 0.0212835 0.0198607 0.0312936 0.0191329 0.0416546 0.0461032 0.0375947 0.0193155 0.0309512 0.018178 0.0177586 0.0175307 0.0172358 0.0170917 0.0162922 0.0296901 0.023072 0.0214172 0.016326 0.0158658 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26 32 34 30 32 37 24 28 47 29 33 20 26 35 30 23 22 25 27 21 24 21 24 23 24 23 24 38 31 22 25 2169 35 21 2219 21 28 25 20 24 23 28 leaf_count=167106 21 28 37 41 20 716 22 20 24 21 308 37 1541 34 20 39 23 26 29 24 20 21 33 20 32 23 20 20 512 28 2411 22 25 21 27 41 21 25 22 22 28 46 279 920 32 20 30 29 22 20 24 52 49 26 32 34 30 32 37 24 28 47 29 33 20 26 35 30 23 22 25 27 21 24 21 24 23 24 23 24 38 31 22 25 2169 35 21 2219 21 28 25 20 24 23 28 internal_value=0 -5.4318e-05 0.00436213 0.00340629 0.00606122 0.00116214 0.00707802 -0.000135847 0.00404682 0.00278179 0.00163235 0.00541383 0.00106953 0.00682803 0.00698474 0.00750212 0.00822593 0.00652261 0.00589309 0.00596255 0.00571167 0.00547898 0.00514193 0.00656643 0.00643204 0.00600062 0.00248329 0.00484877 0.00149844 0.00102988 0.00102728 0.00506718 0.00683145 0.00585692 0.00611697 0.0044081 0.00372548 0.00423312 0.00433199 0.00396168 0.00472271 0.00390165 0.00189964 0.00118064 0.00519273 0.00537345 0.00559532 0.00314604 0.00498773 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114 55 392 41 1228 6897 6869 276 59 68 48 327 368 151 127 44 74 155 615 2461 202 107 70 321 95 40 46 213 212 83 148 96 62 57 109 72 128 75 134 105 73 72 176 141 78 63 55 51 41 53 2289 65 188 47 204 163 109 54 85 63 4580 84 41 2268 49 141 53 88 67 47 307 is_linear=0 shrinkage=0.01089 Tree=403 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 23 39 24 24 24 24 27 62 21 50 53 39 24 24 55 34 31 21 53 31 39 28 24 63 24 24 21 27 24 24 0 56 62 49 55 47 44 24 24 22 52 29 40 56 49 50 27 50 47 21 62 11 61 61 56 22 29 49 43 56 44 59 34 57 58 22 23 31 64 21 52 44 41 24 53 40 22 47 59 27 63 23 40 64 25 23 29 63 56 split_gain=349.696 145.902 29.4704 4.64292 4.2915 4.02297 1.86909 1.66517 0.660914 0.636893 0.542927 0.512489 0.461899 0.986345 0.391041 0.858738 0.541035 0.524858 0.339434 0.315394 0.228034 0.142431 0.134277 0.145605 0.126923 0.122645 0.120699 0.11065 0.110498 0.0990459 0.0970033 0.0945249 0.0728198 0.0748977 0.0651376 0.0646527 0.0618201 0.0653986 0.11945 0.0610929 0.0603375 0.0705314 0.0881139 0.0574342 0.0566486 0.0561563 0.0538724 0.0523746 0.0657808 0.0509231 0.0497036 0.0479357 0.0472772 0.0436843 0.0415637 0.0381927 0.0366843 0.0633146 0.0365801 0.0317271 0.0451394 0.0310407 0.0295975 0.0290727 0.0868731 0.0413547 0.0403836 0.0285467 0.0271287 0.0272853 0.0263788 0.0260246 0.0252933 0.0242659 0.0232507 0.0220302 0.0363253 0.0277464 0.0314089 0.0216974 0.0208074 0.0232225 0.0195331 0.0195182 0.0189671 0.0188997 0.0236909 0.0178662 0.0167748 0.0242801 0.0165787 0.0153172 0.0151165 0.0148644 0.0143655 threshold=17.421999999999574 7.6324999999997098 36.969000000011881 26.507999999999814 48.061999999987172 10.937999999997375 65.257999999998006 0.59457746412323442 31.312500000003642 22.242500000000295 13.773500000000015 42.655999999999047 20.633713879283018 9.0940000000005075 3.2707224163745896 8.9534999999996234 59.28149999999733 20.562893249787304 9.2574999999999381 53.085999999999338 23.114128865979438 7.5309999999881265 39.674142857143259 2.3857782797104057 55.492500000000298 31.103785714285682 17.516716881500578 40.655999999988133 8.561999999987167 11.657932374052255 19.561999999988078 12.382500000000165 1.7239263325315888 2.2813957345810745 33.905999999999047 29.194999999999713 13.500000000000002 9.3904999999977026 9.4535000000141753 17.699622448979838 14.100350515463942 46.84399999999733 31.531500000000964 15.015499999999976 9.8830000000016316 23.719000000011878 8.7419999999999636 27.156499999997326 9.0625000000000018 18.625000000000004 17.243306122448995 13.860000000000356 4.4158278203573138 9.6879999999964657 51.905999999988133 0.92807765030734379 9.9375000000000018 0.25000000000000011 16.258018134715037 15.539344559585432 9.5629999999982847 21.655999999988129 24.719000000011878 24.641642857142873 22.615820000000095 9.9269999999887677 18.586000000012067 33.594000000011881 8.6880000000128366 3.1557655572933103 8.8130000000128366 16.780999999988129 7.8829999999998117 28.995499999998305 7.9289999999982692 2.3422912126804389 8.8279999999986121 18.686999999990807 23.398500000000016 8.8909999999998508 41.062500000000007 9.0309999999972224 19.062500000000004 42.34399999999733 37.90649999999733 1.8445927049499447 12.181609411324287 13.859500000000255 9.1869999999989904 8.0620000000026284 13.984249999997703 16.655999999988129 39.328500000010543 10.98327791152732 9.3120000000003547 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 9 11 18 12 -1 35 30 31 27 14 -14 15 -6 19 24 21 26 22 -3 25 -24 -16 29 -17 36 72 -13 82 -7 33 -28 40 55 37 38 50 -38 -10 59 -43 87 -20 47 93 53 -49 51 -4 -39 83 -11 -41 80 57 -57 67 -42 -61 68 -55 64 66 -65 94 -47 -32 -70 74 85 -23 -60 -59 77 -77 78 -71 -30 81 -5 -2 -48 -69 91 88 -12 89 90 -87 -45 -66 -37 -36 right_child=2 5 4 8 6 10 -8 -9 34 45 43 20 13 -15 17 16 -18 -19 44 -21 -22 28 23 -25 -26 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28 287 46 27 26 26 24 26 20 internal_value=0 -5.37264e-05 0.00431467 0.00336923 0.00599528 0.00114949 0.00700101 -0.000134368 0.00400279 0.00275153 0.00161458 0.00535493 0.00676431 0.00777529 0.00656975 0.00685787 0.00645022 0.0058817 0.00105789 0.00681115 0.00582898 0.00101866 0.00564953 0.00521712 0.00647088 0.00591699 0.00649664 0.00508599 0.00101543 0.00565696 0.00245628 0.00148212 0.0067387 0.00701729 0.00436014 0.00368495 0.00501206 0.00512615 0.00533209 0.00475415 0.00418707 0.00428486 0.00391859 0.00187895 0.00116779 0.00311181 0.0038592 0.00294737 0.00264024 0.00490768 0.00505131 0.00471011 0.00367896 0.0030953 0.00455476 0.00355764 0.00365864 0.00358036 0.00324506 0.00447765 0.00432004 0.00262239 0.00322777 0.00450795 0.00440943 0.00474697 0.00464221 0.00338163 0.00256982 0.00251976 0.00371529 0.00198562 0.000949137 0.0030492 0.00382814 0.00246127 0.00264924 0.00235014 0.00221034 0.00104438 0.00332613 0.00316342 0.0022756 0.00389523 0.00352002 0.00195075 0.00203099 0.00177241 0.00209416 0.0021889 0.00205769 0.00184112 0.00403353 0.00410705 0.00444414 internal_weight=0 178327 2200 1408 792 11201 308 167126 695 713 1843 484 286 46 240 169 133 71 9358 105 175 6897 146 56 51 90 83 309 6868 65 392 1228 63 42 327 368 276 191 98 85 151 127 44 615 2461 321 155 144 47 93 65 61 90 97 60 213 148 125 177 83 57 204 74 176 125 51 77 104 179 159 97 307 2088 73 72 138 51 87 59 4780 65 41 188 53 68 276 159 308 131 85 58 117 48 65 50 internal_count=180527 178327 2200 1408 792 11201 308 167126 695 713 1843 484 286 46 240 169 133 71 9358 105 175 6897 146 56 51 90 83 309 6868 65 392 1228 63 42 327 368 276 191 98 85 151 127 44 615 2461 321 155 144 47 93 65 61 90 97 60 213 148 125 177 83 57 204 74 176 125 51 77 104 179 159 97 307 2088 73 72 138 51 87 59 4780 65 41 188 53 68 276 159 308 131 85 58 117 48 65 50 is_linear=0 shrinkage=0.01089 Tree=404 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 53 39 18 18 18 18 33 38 35 33 18 53 18 12 18 11 18 34 18 58 45 2 33 39 12 18 18 56 18 33 39 18 11 29 0 18 39 40 28 41 26 22 41 59 9 18 4 22 29 35 43 18 62 29 35 59 52 22 28 40 32 39 39 40 19 59 0 35 38 38 52 10 62 58 22 22 52 22 56 2 49 40 58 34 32 58 29 44 51 split_gain=347.595 143.785 28.9217 4.83708 4.12472 4.08533 2.55658 1.69859 0.718151 0.713444 0.482394 0.457509 0.43479 0.789294 0.527592 0.459452 0.416975 0.24445 0.215478 0.22976 0.151736 0.130035 0.206051 0.126232 0.13176 0.11878 0.104377 0.0964622 0.0840053 0.116106 0.0952151 0.0741926 0.0707838 0.0691868 0.0688543 0.069657 0.0640353 0.0575235 0.0514984 0.0490593 0.0462655 0.0455157 0.0430859 0.0428571 0.0420848 0.0573949 0.0747259 0.0610246 0.0360913 0.034769 0.0347067 0.0352765 0.0449613 0.0492045 0.0346405 0.0519724 0.0480504 0.033964 0.0333045 0.0483662 0.0319868 0.058918 0.0484438 0.0309978 0.0436317 0.033866 0.0284907 0.0817117 0.0786581 0.029638 0.0282457 0.0281395 0.0278584 0.0270823 0.0303933 0.0313576 0.0267817 0.0231028 0.046367 0.0217078 0.0211688 0.0206316 0.0202036 0.0221235 0.0193469 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 8 10 11 12 -1 34 39 23 36 15 14 17 -5 32 18 19 -14 48 22 27 -3 70 33 -24 28 30 -30 -10 -12 -6 -21 66 38 50 58 -36 40 -7 -18 63 54 45 46 47 -22 73 79 51 88 53 -53 55 -39 -56 -26 81 -60 -40 -62 -63 -41 65 72 67 69 -68 -4 -25 -70 -65 74 75 84 -47 78 -45 -44 -55 -13 87 -84 85 -11 -42 93 90 -90 -2 92 -79 94 -43 right_child=2 4 3 6 16 9 -8 -9 21 20 31 37 13 -15 -16 -17 41 -19 -20 25 44 -23 26 24 57 -27 -28 -29 29 -31 -32 -33 -34 -35 35 -37 -38 43 60 42 86 82 49 77 -46 76 -48 -49 -50 -51 -52 52 -54 80 56 -57 -58 -59 59 -61 61 62 -64 64 -66 -67 68 -69 71 -71 -72 -73 -74 -75 -76 -77 -78 91 -80 -81 -82 -83 83 -85 -86 -87 -88 -89 89 -91 -92 -93 -94 -95 -96 leaf_value=-0.00013252919003964333 0.0018968162837524219 0.0016887635445679266 0.0043909857809077517 0.0067118474856170214 0.0014411722581216722 0.0028359097265765881 0.010831233405678388 -0.0033047308201548486 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internal_count=180725 178540 2185 824 11249 1361 287 167291 537 721 9699 640 267 210 183 57 1550 159 127 97 379 225 192 7595 7562 67 63 129 99 49 50 2104 1054 45 312 147 308 332 127 342 75 496 267 223 182 158 89 67 197 70 272 233 123 94 106 62 44 5460 109 42 94 74 42 197 166 126 165 76 89 51 2102 56 95 173 145 123 69 117 41 41 59 67 203 58 91 61 54 145 110 46 64 76 45 121 89 is_linear=0 shrinkage=0.01089 Tree=405 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 53 56 24 24 24 24 33 37 37 35 33 24 9 25 21 24 29 55 38 27 37 62 24 52 24 24 24 33 3 24 19 2 43 61 29 28 0 24 52 28 32 19 22 61 37 63 37 26 56 25 37 61 62 29 37 45 43 64 64 24 33 55 21 27 3 29 44 5 63 51 61 22 10 22 7 33 24 1 62 0 24 27 63 45 24 10 64 62 38 split_gain=340.073 140.671 28.2957 4.73237 4.03542 3.99686 2.50123 1.39382 0.702571 0.697988 0.47194 0.447602 0.425354 1.20324 0.553777 0.667443 0.449467 0.407955 0.224233 0.200335 0.175913 0.148428 0.126338 0.175456 0.184574 0.133563 0.177292 0.201128 0.117219 0.102404 0.0725796 0.0692428 0.0673413 0.068123 0.0587588 0.0562652 0.0520797 0.0778382 0.0483158 0.0480721 0.047977 0.0478682 0.0452473 0.044546 0.0415209 0.041152 0.0516814 0.0379232 0.038483 0.0471542 0.0374004 0.0735292 0.073246 0.0531314 0.0356533 0.0411145 0.0531003 0.0406892 0.0325722 0.0473048 0.0318679 0.0603423 0.0416137 0.0806986 0.0302014 0.0283743 0.0278173 0.027779 0.0335514 0.0279725 0.0269296 0.0269393 0.049716 0.0305691 0.0269066 0.0404534 0.0247666 0.0222568 0.0220524 0.0208038 0.0204679 0.0299132 0.0201523 0.0192508 0.0204858 0.0242136 0.0172313 0.0306695 0.0265998 0.016499 0.0164665 0.0334008 0.0247313 0.0187789 0.0171982 threshold=17.687499999985452 7.6324999999997098 36.609499999998668 48.83649999999944 11.382499999999711 25.953500000011449 66.219000000002794 8.9669999999996453 42.18799999999829 30.172000000000484 9.4375000000000018 21.523500000000244 3.5514657902993245 31.091923076923059 25.378615384615284 57.562500000000007 2.829945158379545 14.273500000000015 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10.500000000000002 19.052000000001502 14.280999999988127 -0.68096195430208828 14.973484696402561 14.315120422237671 18.420253886010368 29.484500000000484 1.0000000180025095e-35 37.687499999989093 1.0000000180025095e-35 4.6792474070654206 9.0630000000128366 3.5000000000000004 10.437500000000002 15.500000000000002 19.890500000000433 3.296418816272666 8.3810927735293586 4.5175964668162214 24.890499999999978 -0.34552334190817774 8.6175000000002928 9.1255000000001036 12.867000000000191 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 8 10 11 12 -1 32 40 28 41 16 14 15 18 -5 31 20 -16 -14 50 -10 24 -24 26 -26 -28 29 -3 -12 -6 60 34 39 58 -36 -38 -27 -34 42 66 -7 -19 -20 46 54 -42 49 -49 52 -52 67 -53 57 56 -56 -23 80 -60 62 -62 -4 79 -37 -31 70 -11 69 -69 71 89 73 -73 75 77 86 78 -50 -64 -13 -82 -30 84 85 -45 87 -68 -88 -2 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75 20 28 20 22 28 21 28 39 20 22 20 36 26 25 37 2439 22 29 20 32 31 23 25 34 25 21 20 23 27 21 22 23 2116 25 22 25 22 38 22 21 41 21 26 23 29 internal_value=0 -5.21963e-05 0.00427022 0.00586297 0.0011266 0.00330582 0.00699268 -0.000131462 0.00525889 0.00386199 0.00104414 0.00267911 0.00671304 0.00694183 0.00655159 0.00690525 0.00586738 0.0016426 0.00648208 0.00545334 0.00694168 0.00418473 0.00572489 0.00584252 0.00567292 0.00547807 0.00573856 0.00540821 0.00100412 0.000952455 0.00118856 0.00152118 0.00492238 0.0050996 0.00519642 0.00295714 0.00536985 0.00562162 0.00494713 0.00484223 0.00350402 0.00237914 0.00325086 0.00190049 0.00588302 0.00441243 0.00434376 0.00357476 0.00352768 0.00335635 0.00397377 0.00375886 0.00409136 0.00398695 0.00442407 0.00425646 0.00409132 0.00463713 0.00274888 0.00299521 0.00476369 0.00453194 0.0048816 0.00504447 0.00305854 0.000946664 0.00234134 0.00397363 0.00408005 0.0039428 0.00224414 0.00231393 0.00243933 0.00261984 0.00365021 0.00372562 0.00246848 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num_leaves=96 num_cat=0 split_feature=24 19 24 24 24 24 24 57 41 19 21 21 24 24 24 24 24 10 21 21 58 39 57 24 21 24 22 21 44 24 22 24 33 56 24 33 47 47 33 63 61 33 62 16 63 6 24 7 44 24 21 44 21 38 45 62 53 47 22 24 58 65 45 39 10 39 29 24 62 22 58 10 62 4 10 24 37 19 57 11 24 61 65 0 21 22 29 43 22 12 31 24 50 57 22 split_gain=328.218 134.583 29.9797 5.38663 3.41752 3.33569 1.78328 4.50577 0.599047 0.733428 0.5824 0.496534 0.491125 0.403854 0.382533 0.378768 0.35088 0.162586 0.156517 0.171417 0.1552 0.182862 0.129064 0.0986211 0.329501 0.239181 0.0840395 0.0831284 0.0826377 0.0723764 0.0721396 0.0634085 0.0633112 0.0625933 0.0617181 0.0608907 0.0593855 0.0644167 0.0587849 0.0920503 0.0830864 0.0576291 0.0710862 0.0503711 0.074761 0.071721 0.0724145 0.0624467 0.0691485 0.0488997 0.0488842 0.07071 0.047738 0.101193 0.0472777 0.0424844 0.0412403 0.0411305 0.0400499 0.0357642 0.034834 0.043779 0.0336845 0.045581 0.0398622 0.0324885 0.0426387 0.0291563 0.0291723 0.0288629 0.0256102 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17.687499999985452 11.24200000000201 12.195593739034747 36.969000000011881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 15 14 16 8 -8 9 17 -10 -11 29 31 58 30 23 18 27 -20 21 -19 -21 24 25 -3 36 52 33 69 32 88 56 35 -18 -17 37 50 60 -40 73 42 -37 44 -34 94 57 48 -46 -15 55 -52 53 -5 -38 -14 -4 82 71 -39 61 67 -31 -64 90 66 -42 -16 -69 -6 -56 74 -66 -41 91 -27 -77 -57 -79 -71 -25 -81 -47 -63 -83 -86 -73 -88 -7 -33 -65 92 -2 -48 -45 right_child=2 5 3 6 12 13 7 -9 10 11 -12 -13 26 49 38 28 34 20 19 22 -22 -23 -24 80 -26 75 -28 -29 -30 62 -32 89 43 -35 -36 41 54 59 39 40 65 -43 -44 45 47 46 93 -49 -50 -51 51 -53 -54 -55 70 77 -58 -59 -60 -61 -62 83 63 64 72 -67 -68 68 -70 79 -72 86 -74 -75 -76 76 -78 78 -80 81 -82 84 -84 -85 85 -87 87 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00012983679402066102 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165 118 83 47 629 181 54 79 57 77 127 42 78 328 46 161 138 193 165 134 76 54 98 72 185 51 289 52 47 172 2108 2058 98 68 164 4760 133 54 40 87 48 117 53 564 529 82 141 54 40 47 internal_count=180831 178544 2287 938 1349 11183 412 47 365 321 44 57 714 1722 635 526 9461 264 189 90 75 51 53 6922 2162 2142 336 99 189 378 337 1093 311 169 2539 139 304 227 307 146 123 101 72 269 104 165 118 83 47 629 181 54 79 57 77 127 42 78 328 46 161 138 193 165 134 76 54 98 72 185 51 289 52 47 172 2108 2058 98 68 164 4760 133 54 40 87 48 117 53 564 529 82 141 54 40 47 is_linear=0 shrinkage=0.01089 Tree=407 num_leaves=96 num_cat=0 split_feature=30 19 30 30 30 30 30 57 35 19 30 30 50 30 34 30 30 2 40 53 30 57 61 30 25 34 44 56 22 44 55 55 27 30 22 30 33 27 35 30 57 55 63 27 30 33 30 40 40 53 22 35 33 46 33 39 39 33 27 33 22 30 50 61 55 25 10 53 10 64 30 47 61 10 55 35 55 61 41 55 51 61 51 25 50 30 56 30 52 22 12 53 35 5 27 split_gain=321.115 131.668 29.331 5.27002 3.34353 3.26345 1.74465 4.40819 0.631884 0.711857 0.480484 0.395098 0.377241 0.374258 0.372086 0.370527 0.343274 0.207599 0.149122 0.141687 0.135156 0.129419 0.260521 0.0981164 0.0881241 0.149827 0.165156 0.0853216 0.0821965 0.0808271 0.0793953 0.081309 0.100047 0.0707924 0.0705511 0.062028 0.0619172 0.0783754 0.0615176 0.0603901 0.0601849 0.0985993 0.0862181 0.0596748 0.0478377 0.0453476 0.0551481 0.0517207 0.0436565 0.0403268 0.0391704 0.0350245 0.0418944 0.0327707 0.0403788 0.031464 0.053935 0.0340553 0.0301368 0.0294851 0.0282217 0.0265184 0.0693267 0.0598344 0.0432423 0.0365195 0.0395177 0.0290533 0.0261714 0.0249197 0.0246576 0.02814 0.0246395 0.0242144 0.027371 0.0349345 0.0358084 0.0246025 0.0295464 0.0226325 0.0224108 0.0222715 0.0315087 0.0212185 0.019163 0.016824 0.0217679 0.0166262 0.0159311 0.0156466 0.0153623 0.0152308 0.0151511 0.0325701 0.0248392 threshold=16.405999999988129 1.0000000180025095e-35 34.437499999985455 44.594000000011881 24.655999999988129 11.007500000003349 58.65649999999733 18.648517342140469 59.780999999988133 52.921999999998668 29.194999999999713 13.561999999987167 9.2419999999999636 20.210999999999334 8.8985000000011514 40.06199999999081 9.2574999999999381 24.500000000000004 5.2884999999896545 58.281500000000968 7.6324999999997098 15.331391452504475 21.121598445595872 8.570500000011636 47.412250000003048 8.8985000000011514 25.062500000010917 9.117000000000191 33.40649999999733 36.656500000000968 22.643036082474097 20.751932989690726 2.1406703676743519 26.765999999999625 39.063000000009204 12.140999999999623 2.7138370023430229 1.4157292614013692 47.313000000009204 9.9894999999996816 12.908801040599517 14.906489690721633 12.720384531858416 1.5087117010388602 14.550999999999137 5.1411602169788209 23.398500000000016 8.8279999999986121 8.6175000000002928 45.96899999999733 19.405999999988129 39.31199999999081 4.8370592445658955 8.6879999999982847 5.9314296417702161 6.8476025880672111 8.3963454594408784 4.5242019203067931 10.812781014295455 6.9149963903326332 20.43749999998909 36.609499999998668 18.686999999990807 15.037401554404086 22.192036082474218 25.162125000000064 -0.25065253225872081 39.328500000010543 -0.050649168838713086 8.9219999999991177 21.030999999988129 29.405999999988129 15.613829015544029 0.43813463158589139 10.686371134020648 23.398500000000016 15.095716494845361 15.539344559585432 18.405999999988129 15.217463917525897 5.0912999230894824 19.152930051813417 13.375257109061391 34.664124999999338 9.061999999987167 7.7579999999998117 9.117000000000191 8.9220000000002546 8.7734999999993324 11.828500000012356 0.6830127018922193 33.65649999999733 19.438000000011474 -0.8524275557064086 2.0170542175139397 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 15 13 16 8 -8 9 17 33 35 -10 50 -11 34 18 21 -3 -19 -20 24 -23 85 25 -5 -27 -24 38 30 31 32 -17 60 36 89 49 -38 51 -18 41 -34 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31 26 21 33 21 497 27 20 20 22 25 297 23 38 35 23 1688 20 35 33 31 20 32 2089 27 30 36 34 32 20 32 22 21 24 26 420 21 31 38 851 27 23 21 34 332 34 20 24 35 21 39 21 26 21 32 26 35 22 29 37 140 28 20 22 24 34 32 22 29 24 21 35 37 20 25 25 20 30 41 20 21 22 23 22 41 2268 20 2453 20 67 109 27 23 45 29 internal_value=0 -5.1978e-05 0.00405466 0.00553369 0.00302615 0.00109207 0.00645653 0.00843639 0.00620103 0.00636748 0.0035376 0.00152816 0.00495147 0.00245094 0.00747867 0.00481058 0.00101269 0.00612778 0.000972915 0.00675055 0.000976019 0.0059713 0.00630754 0.00097256 0.00574056 0.0055818 0.00527271 0.00596937 0.00383829 0.00519957 0.00511793 0.00523619 0.00511398 0.00327004 0.00459203 0.00140281 0.00454421 0.00460733 0.00378122 0.00112109 0.005279 0.00546778 0.00577008 0.00272489 0.00174587 0.00278291 0.00292864 0.00263762 0.00455073 0.00413721 0.00219429 0.00384145 0.00406511 0.00276138 0.00258441 0.00341919 0.00349854 0.00333386 0.00376254 0.00316508 0.00311392 0.00449208 0.00434931 0.00461533 0.0046852 0.00446794 0.00432889 0.00408788 0.00377809 0.0031642 0.00276361 0.00286274 0.00370217 0.0021493 0.00206379 0.00212979 0.00187259 0.00224963 0.00237096 0.0038408 0.00266236 0.00355549 0.00373068 0.00384308 0.00373317 0.000914736 0.000715829 0.00100207 0.00314829 0.00132267 0.00148815 0.00323627 0.00227438 0.0023856 0.0021185 internal_weight=0 178544 2287 938 1349 11183 412 47 365 322 714 1722 43 635 57 526 9461 265 6922 53 6896 212 86 6861 126 99 66 66 336 189 169 137 115 378 337 1093 311 269 304 2539 92 65 44 307 629 269 134 135 248 42 328 266 69 87 53 193 149 94 197 59 185 217 101 116 44 88 66 57 55 164 101 77 168 289 172 141 45 96 66 86 42 82 45 43 66 2319 51 4542 44 564 529 47 117 68 49 internal_count=180831 178544 2287 938 1349 11183 412 47 365 322 714 1722 43 635 57 526 9461 265 6922 53 6896 212 86 6861 126 99 66 66 336 189 169 137 115 378 337 1093 311 269 304 2539 92 65 44 307 629 269 134 135 248 42 328 266 69 87 53 193 149 94 197 59 185 217 101 116 44 88 66 57 55 164 101 77 168 289 172 141 45 96 66 86 42 82 45 43 66 2319 51 4542 44 564 529 47 117 68 49 is_linear=0 shrinkage=0.01089 Tree=408 num_leaves=96 num_cat=0 split_feature=24 40 24 24 24 24 24 38 43 24 24 24 41 24 45 24 24 21 24 9 21 21 61 24 26 29 24 26 12 24 9 24 24 64 26 28 19 59 58 58 22 38 24 46 24 31 45 32 43 45 21 9 59 40 58 21 19 58 9 56 58 61 26 33 12 22 40 61 40 61 46 46 22 46 6 49 43 9 41 1 26 49 24 21 46 56 33 33 21 24 46 3 31 29 29 split_gain=317.531 129.368 28.276 5.27537 3.46662 3.32642 1.64836 1.96391 1.49064 0.868757 0.611919 0.420124 0.352237 0.410072 0.491779 0.317889 0.317513 0.256503 0.195408 0.175505 0.184836 0.263857 0.273468 0.121824 0.112199 0.168748 0.101479 0.0942482 0.0923873 0.0890442 0.0872533 0.0801957 0.0799574 0.0771428 0.0682647 0.0660525 0.0928546 0.0577472 0.0726943 0.0661621 0.0568123 0.053351 0.0532006 0.0480545 0.047093 0.0466894 0.0460199 0.0595724 0.0473229 0.0534389 0.0593487 0.0421714 0.0444504 0.0397072 0.0370369 0.0454396 0.0583911 0.0426045 0.0460108 0.0360388 0.0354838 0.0686719 0.0323857 0.0301523 0.0333776 0.0287924 0.0285602 0.0550723 0.0507655 0.0385174 0.0260211 0.0366418 0.0315036 0.0312464 0.0260918 0.0288509 0.0278295 0.0249951 0.0323836 0.024964 0.023137 0.0217823 0.0186888 0.0186718 0.0224179 0.0180291 0.0180215 0.061335 0.0179986 0.0173083 0.0159276 0.0151239 0.014178 0.0217809 0.0168123 threshold=16.687500000002732 5.2884999999896545 34.969000000011881 48.83649999999944 24.655999999988129 11.007500000003349 58.65649999999733 12.507499999999711 8.3512399999995264 42.655999999999047 29.453500000012358 13.265500000000431 59.257499999999716 53.085999999999338 17.47374927211391 9.3125000000000018 20.210999999999334 2.5300280630934884 39.164000000000676 -0.61132034890850717 1.9608071042284649 3.3149165902116109 18.420253886010368 7.6324999999997098 52.429749999999338 52.757499999999716 8.570500000011636 43.031500000000968 0.25000000000000017 32.093499999988133 0.81970999721622506 26.765999999999625 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9.0309999999972224 12.437500000000002 4.6792474070654206 7.1567165368703032 3.0052038200453999 8.0625000000000018 8.6175000000002928 2.5000000000000004 15.147285714285838 20.015499999999523 15.719000000011876 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 9 16 15 12 -8 -1 18 31 44 13 24 -15 23 70 -16 43 27 33 -22 -23 -3 25 28 80 -11 -5 60 51 85 -13 -21 -30 36 37 39 45 -20 41 -18 -17 46 -7 -39 48 62 49 50 -4 52 -31 59 57 56 -56 58 90 -49 63 -62 -48 -12 -65 -42 69 68 -68 -33 -2 72 81 74 75 -73 -76 78 -59 -74 89 -72 -28 -34 92 -6 -71 -88 -66 -25 -43 -63 94 -94 -85 right_child=2 5 3 6 10 11 7 -9 -10 19 29 32 -14 14 17 42 40 -19 35 20 21 22 -24 26 -26 -27 82 -29 34 30 -32 66 83 -35 -36 -37 -38 38 -40 -41 65 54 -44 -45 -46 -47 47 53 -50 -51 -52 -53 -54 -55 55 -57 -58 77 -60 -61 61 91 -64 64 88 -67 67 -69 -70 86 71 73 79 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612 43 440 189 137 75 48 7066 141 121 7032 52 87 340 153 408 718 62 64 176 143 119 77 42 314 257 2340 264 1023 44 243 135 108 83 54 121 66 91 228 71 48 157 76 50 187 84 44 103 81 57 219 97 60 122 298 268 138 130 90 46 44 81 50 89 2316 49 4716 291 239 189 99 58 58 2294 42 47 148 47 101 internal_count=180638 178363 2275 915 1360 11147 286 43 167216 629 748 1741 243 212 71 9406 612 43 440 189 137 75 48 7066 141 121 7032 52 87 340 153 408 718 62 64 176 143 119 77 42 314 257 2340 264 1023 44 243 135 108 83 54 121 66 91 228 71 48 157 76 50 187 84 44 103 81 57 219 97 60 122 298 268 138 130 90 46 44 81 50 89 2316 49 4716 291 239 189 99 58 58 2294 42 47 148 47 101 is_linear=0 shrinkage=0.01089 Tree=409 num_leaves=96 num_cat=0 split_feature=30 34 30 30 30 30 35 21 30 30 30 30 30 27 21 21 32 39 55 21 7 29 30 30 9 21 21 63 27 31 30 26 30 9 30 30 30 46 47 30 30 52 59 34 37 47 47 55 21 45 9 59 45 0 59 38 20 23 6 31 23 7 7 10 45 53 3 40 34 56 23 46 46 46 46 45 6 47 9 39 63 59 56 30 27 27 26 55 58 58 56 38 29 21 30 split_gain=310.659 126.651 27.6641 5.16117 3.39151 3.25246 1.97069 1.4429 0.84992 0.598675 0.411029 0.310633 0.302965 0.255031 0.774792 0.554974 0.743305 0.554907 0.498373 0.45249 0.222136 0.234164 0.191157 0.186813 0.171678 0.180802 0.258125 0.227771 0.181219 0.100062 0.0974598 0.0921731 0.0870895 0.0853435 0.0784549 0.0782254 0.0539567 0.0469922 0.0485286 0.0460661 0.0453851 0.0429892 0.136084 0.0913017 0.0672863 0.115666 0.0417673 0.0464305 0.0609265 0.041318 0.0412337 0.0434665 0.0392277 0.0387755 0.0492541 0.0504003 0.0372794 0.0337924 0.0369367 0.0475712 0.0539034 0.0335741 0.0308443 0.0307339 0.028367 0.031559 0.0370518 0.026683 0.0403991 0.0265822 0.0264551 0.0254455 0.0358403 0.0305621 0.0302192 0.0359919 0.0255149 0.0273808 0.0235616 0.0310223 0.0298017 0.022188 0.0260634 0.0218006 0.0208334 0.0254612 0.0207761 0.0198025 0.0177575 0.033915 0.0176203 0.0171841 0.0160892 0.0153098 0.0156468 threshold=16.687500000002732 6.9060000000026784 34.969000000011881 48.83649999999944 24.655999999988129 11.007500000003349 66.218500000000873 0.043487067037683742 42.655999999999047 29.453500000012358 13.265500000000431 20.210999999999334 9.3125000000000018 20.633713879283018 3.0493979938669868 3.7999918420950767 36.938000000012842 21.345206968380396 19.808958762886721 0.8403964094487163 1.0000000180025095e-35 53.977000000011692 39.164000000000676 7.6324999999997098 -0.61132034890850717 1.9608071042284649 3.3149165902116109 13.633029266160202 2.1901534350460237 30.061714285712828 8.561999999987167 43.031500000000968 32.093499999988133 0.81970999721622506 26.765999999999625 14.811999999990805 9.8830000000016316 9.8439999999973242 54.132999999999818 12.140999999999623 22.242500000000295 8.8130000000128366 46.90649999999733 13.562500000014554 28.920692307692104 47.344000000011881 45.688000000009204 15.751932989690724 2.5300280630934884 19.636622697628646 1.0000000180025095e-35 50.93799999999829 15.562597058594511 10.500000000000002 34.156500000011881 29.515499999999523 24.074249999999669 36.280999999988133 -0.67619580640964327 26.325857142855451 38.796499999998566 1.0000000180025095e-35 -1.0000000180025095e-35 0.24936651517469852 6.6969483963440242 50.812499999985455 2.5000000000000004 9.1244999999998999 26.343499999999043 11.156499999997324 31.280999999988129 8.367000000000191 9.0309999999972224 9.8125000000000018 8.8744999999998999 3.5390767799786036 -0.67619580640964327 27.851499999998854 -0.87322439853274625 4.9832485716810311 9.7486102046883225 32.155999999988133 11.546999999988659 8.8909999999998508 1.7257665652507692 2.2353091138583965 25.15649999999869 11.892396907216497 8.7419999999999636 8.0620000000026284 12.437500000000002 16.436999999990807 16.359500000000484 1.2367297602771206 7.7579999999998117 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 8 11 12 13 -1 22 34 39 71 23 15 -15 17 -17 20 -19 -20 -5 -22 37 -3 31 28 -27 -28 -26 -30 93 -10 46 50 90 -12 -14 38 57 -7 62 44 -43 -44 45 -24 47 61 69 -40 51 -34 -48 63 -55 56 -56 -4 59 -59 -61 -11 -13 -42 -36 66 -66 -68 -69 -49 -67 -2 74 76 75 -73 87 -78 -64 -80 -81 -77 -83 -32 88 -86 -82 -74 89 -37 -6 -63 -90 94 -25 right_child=2 5 3 6 9 10 -8 -9 24 32 35 40 36 14 -16 16 -18 18 19 -21 21 -23 41 30 25 26 27 -29 29 -31 83 -33 33 -35 64 84 -38 -39 49 -41 53 42 43 -45 -46 -47 52 48 -50 -51 -52 -53 -54 54 55 -57 -58 58 -60 60 -62 91 78 -65 65 70 67 68 -70 -71 -72 72 73 -75 -76 81 77 -79 79 80 86 82 -84 -85 85 -87 -88 -89 92 -91 -92 -93 -94 -95 -96 leaf_value=-0.00012554495044672236 0.0024703950977055713 0.0017756876688035587 0.0040185468944368358 0.0067347838285229927 0.0031002340218806014 0.0012978020216144091 0.0099800546816214003 -0.0030492646859484576 0.0054804035967831117 0.0038916447850660097 0.0016103881867370246 0.0021195132822283609 0.0010558909711115224 0.0055513507167781482 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20 24 20 33 20 66 21 25 20 22 25 25 40 24 40 24 20 34 26 23 28 21 2713 36 126 20 21 33 31 24 21 27 27 2039 leaf_count=167191 30 33 38 34 165 562 20 20 21 26 427 22 1363 20 26 27 20 22 21 32 39 25 38 52 21 27 26 22 21 20 2213 31 28 32 32 38 971 21 26 461 29 25 35 31 20 27 24 30 20 21 55 38 26 39 23 24 30 29 72 25 32 20 24 20 33 20 66 21 25 20 22 25 25 40 24 40 24 20 34 26 23 28 21 2713 36 126 20 21 33 31 24 21 27 27 2039 internal_value=0 -5.09532e-05 0.00399881 0.00546291 0.00301368 0.00107271 0.00667655 -0.000125895 0.00491082 0.00350573 0.00150514 0.00241214 0.000992705 0.00642728 0.00717876 0.00626935 0.00521016 0.00655627 0.00726701 0.00668533 0.00601061 0.00562335 0.00464724 0.000957178 0.00552373 0.00531607 0.00494798 0.00543148 0.00575906 0.00618786 0.000953334 0.00606789 0.00384415 0.00404135 0.00322345 0.0017051 0.0011004 0.00445872 0.00441304 0.00136474 0.00265184 0.00492928 0.0047518 0.00448531 0.00511774 0.00529482 0.00368222 0.00378474 0.003989 0.00474419 0.00417656 0.00398116 0.00339927 0.00277936 0.00266665 0.00282964 0.00302104 0.00433299 0.00440789 0.00457047 0.0043754 0.00356973 0.00251008 0.00304435 0.00336647 0.00331159 0.0032308 0.00332885 0.00354218 0.00377649 0.00358807 0.0021593 0.00212418 0.00225686 0.00199865 0.00207409 0.00237112 0.00217521 0.00257715 0.00250134 0.00263802 0.00217847 0.00201592 0.000979971 0.00184385 0.00192869 0.00245369 0.00255681 0.00173679 0.00161272 0.00305723 0.003363 0.0018784 0.00089136 0.00088795 internal_weight=0 178363 2275 915 1360 11152 286 167211 629 748 1741 612 9411 266 46 220 47 173 75 53 98 64 440 7077 189 137 75 48 62 41 7044 52 340 153 408 718 2334 264 243 1023 314 176 91 66 85 65 187 137 70 47 121 66 50 165 116 77 53 196 158 86 57 67 149 49 219 187 145 112 46 50 42 298 268 130 138 114 90 44 127 103 69 89 49 4926 291 162 43 46 129 69 189 41 60 2118 2091 internal_count=180638 178363 2275 915 1360 11152 286 167211 629 748 1741 612 9411 266 46 220 47 173 75 53 98 64 440 7077 189 137 75 48 62 41 7044 52 340 153 408 718 2334 264 243 1023 314 176 91 66 85 65 187 137 70 47 121 66 50 165 116 77 53 196 158 86 57 67 149 49 219 187 145 112 46 50 42 298 268 130 138 114 90 44 127 103 69 89 49 4926 291 162 43 46 129 69 189 41 60 2118 2091 is_linear=0 shrinkage=0.01089 Tree=410 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 18 18 18 18 18 18 55 51 0 39 18 21 34 18 28 46 21 33 50 19 18 21 61 18 39 46 28 18 39 50 35 49 22 46 18 45 22 61 32 10 21 18 49 52 19 23 0 57 55 64 33 26 44 23 25 39 28 19 45 6 22 6 22 45 49 33 39 18 44 25 21 11 25 61 65 9 64 61 46 39 50 18 33 18 50 49 59 23 split_gain=301.75 125.463 24.6335 4.86243 3.6029 2.55204 2.32943 0.472741 0.405793 0.390884 0.375644 0.333995 0.315768 0.295816 0.678297 0.451245 0.646956 0.65155 0.345796 0.193826 0.192969 0.160342 0.184612 0.18473 0.321656 0.189101 0.106883 0.0780923 0.0596974 0.0538774 0.0791084 0.10049 0.0596735 0.0575586 0.0526466 0.0484393 0.0476139 0.0891839 0.070641 0.0475574 0.0558909 0.0426331 0.0399173 0.0392614 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internal_value=0 -4.9495e-05 0.00402395 0.00533946 0.00106513 0.00300649 0.0062329 0.000989874 0.00604179 0.00252185 0.00466043 0.00351437 0.00157113 0.00640403 0.00580328 0.00671996 0.00708269 0.00806163 0.00625088 0.00094886 0.000951771 0.00569332 0.00556421 0.00535473 0.00510707 0.00458993 0.000948217 0.00112999 0.00620392 0.00494363 0.00498946 0.00521655 0.00501348 0.00483568 0.0032918 0.0022373 0.00481347 0.00498326 0.00455208 0.00278193 0.00267082 0.00178524 0.00342449 0.00381392 0.00401694 0.00418858 0.00371413 0.00395547 0.00145029 0.00335426 0.00355911 0.00330312 0.00372816 0.00314645 0.00329439 0.00297616 0.00294502 0.00302597 0.00326997 0.00260015 0.00254294 0.00348913 0.00261172 0.00246595 0.00279183 0.00286492 0.00436501 0.00412568 0.00442012 0.00448404 0.00440832 0.00431081 0.00171381 0.00218676 0.00223495 0.00211203 0.00221222 0.00206924 0.00240332 0.00223875 0.00443056 0.00421974 0.00528553 0.00195371 0.00192488 0.00187983 0.0020617 0.00317283 0.000978707 0.00176662 0.000892524 0.00312449 0.00323992 0.00188418 0.00353071 internal_weight=0 178508 2183 952 11223 1231 411 9770 390 630 541 601 1453 191 66 125 96 44 52 7558 7537 199 171 129 96 58 7506 2212 42 276 255 111 82 62 345 301 144 87 57 329 196 524 180 256 84 61 172 67 929 154 105 42 63 165 88 77 133 109 126 172 150 50 128 71 57 65 265 50 215 177 155 113 347 267 221 128 97 67 93 53 87 41 51 46 177 157 60 49 4850 97 2656 76 55 64 49 internal_count=180691 178508 2183 952 11223 1231 411 9770 390 630 541 601 1453 191 66 125 96 44 52 7558 7537 199 171 129 96 58 7506 2212 42 276 255 111 82 62 345 301 144 87 57 329 196 524 180 256 84 61 172 67 929 154 105 42 63 165 88 77 133 109 126 172 150 50 128 71 57 65 265 50 215 177 155 113 347 267 221 128 97 67 93 53 87 41 51 46 177 157 60 49 4850 97 2656 76 55 64 49 is_linear=0 shrinkage=0.01089 Tree=411 num_leaves=96 num_cat=0 split_feature=24 19 24 24 24 24 35 24 24 24 24 24 24 51 55 37 28 49 52 49 28 29 40 40 24 32 44 24 50 24 53 49 35 31 26 31 38 22 24 45 22 46 24 45 22 61 32 10 46 24 49 22 52 19 0 57 55 40 26 46 51 51 45 51 64 26 27 51 44 37 40 38 37 24 26 53 45 37 65 49 27 29 50 37 61 27 31 37 29 46 47 40 9 44 24 split_gain=295.22 122.745 24.1003 4.75718 3.52491 2.4968 2.04085 0.462496 0.382411 0.367494 0.347604 0.326743 0.308938 0.243537 0.341711 0.30417 0.286304 0.375799 0.258651 0.168447 0.250114 0.20152 0.17132 0.141217 0.12727 0.112092 0.108841 0.107773 0.107313 0.0763953 0.0613762 0.0888429 0.0708471 0.0922922 0.0722877 0.0691431 0.114703 0.0716314 0.0514915 0.0498897 0.0465115 0.0546669 0.0417093 0.0390343 0.0383921 0.0503157 0.0495299 0.0488915 0.0382693 0.0374688 0.0364714 0.0361697 0.0337126 0.0372895 0.0311337 0.0480196 0.0406067 0.0307868 0.0843189 0.0402723 0.0438541 0.0725488 0.0363603 0.0686221 0.0303097 0.0297109 0.0359035 0.0289404 0.0287264 0.029163 0.026463 0.025926 0.0368006 0.025905 0.0251282 0.023155 0.0432213 0.0229076 0.0284846 0.0246569 0.0215426 0.0215269 0.0211013 0.0208582 0.0198318 0.0197006 0.0195065 0.0186204 0.0311889 0.0181059 0.0228355 0.0219529 0.0179754 0.0176407 0.0162586 threshold=17.687499999985452 1.0000000180025095e-35 34.437499999985455 44.594000000011881 11.664000000002945 25.953500000011449 66.218500000000873 9.436999999987167 21.523500000000244 38.687500000000007 50.780999999988133 30.172000000000484 14.157000000000609 14.214458050963598 19.808958762886721 29.804115384615361 49.148500000000247 30.702959183673244 8.7655000000031595 27.656244897959166 9.0159999999998508 50.53149999999733 8.8285000000005329 5.2884999999896545 7.6324999999997098 39.835499999988322 26.406500000000964 8.570500000011636 44.125000000000007 10.390499999997703 59.28149999999733 25.834183673469393 41.030999999999047 23.52228571428558 32.449249999999672 30.504428571428438 37.234500000002306 40.812499999989093 27.820500000010728 16.148588297864951 23.719000000011878 9.7914999999884476 15.938000000009199 6.8214397858717808 32.156000000002685 20.074481865284977 33.148500000001157 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 9 7 8 10 23 51 57 19 38 49 -12 15 -15 18 -18 -16 20 -5 22 -22 -3 -25 -24 -23 74 -21 -9 31 32 34 -34 -11 -35 37 -37 54 -38 41 68 -14 -40 47 46 -46 48 -13 -6 65 -2 87 -54 56 -56 -7 58 -4 -59 61 62 63 67 71 83 -67 -61 69 77 -29 -42 92 -72 94 76 -53 78 -10 -80 81 -44 -58 86 -32 89 -45 88 -49 90 -83 -91 -73 -71 -26 right_child=2 4 3 6 12 11 -8 29 40 30 13 44 42 14 16 -17 17 -19 -20 28 21 26 25 24 27 -27 -28 70 -30 -31 84 -33 33 35 -36 36 39 -39 43 -41 64 -43 80 50 45 -47 -48 52 -50 -51 -52 75 53 -55 55 -57 82 59 -60 60 -62 -63 -64 -65 -66 66 -68 -69 -70 93 73 72 -74 -75 -76 -77 -78 -79 79 -81 -82 85 -84 -85 -86 -87 -88 -89 -90 91 -92 -93 -94 -95 -96 leaf_value=-0.00012292127291889195 0.0021408949111820686 0.00015101328299714284 0.0041530120812225974 0.0069142621507669944 0.0013759804395050501 0.0026002298792643084 0.0093975340753561145 0.0010695828129590873 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26 23 20 31 27 23 33 52 23 29 22 21 793 21 27 29 30 25 24 22 24 26 28 33 24 28 28 30 23 31 21 30 381 28 34 20 22 49 39 23 36 25 25 24 37 36 32 24 24 26 21 22 20 2743 23 20 2418 20 23 20 33 20 22 31 26 26 25 21 23 23 20 22 20 25 24 33 28 2243 leaf_count=167285 224 27 29 22 548 28 22 1419 27 25 33 37 347 34 27 20 30 26 23 20 31 27 23 33 52 23 29 22 21 793 21 27 29 30 25 24 22 24 26 28 33 24 28 28 30 23 31 21 30 381 28 34 20 22 49 39 23 36 25 25 24 37 36 32 24 24 26 21 22 20 2743 23 20 2418 20 23 20 33 20 22 31 26 26 25 21 23 23 20 22 20 25 24 33 28 2243 internal_value=0 -4.89559e-05 0.00398017 0.00528136 0.00105353 0.00297379 0.00616509 0.000979094 0.00249441 0.00460973 0.0059817 0.00347614 0.00155402 0.00631365 0.00649212 0.00720685 0.00612638 0.00558134 0.00673365 0.00565405 0.00582153 0.00563949 0.00526953 0.000938527 0.000941347 0.00569838 0.0061455 0.000938362 0.00501754 0.00111768 0.00488984 0.00481697 0.00489579 0.00501401 0.00452205 0.00488289 0.00502839 0.0054184 0.00325599 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internal_count=180691 178508 2183 952 11223 1231 411 9770 630 541 389 601 1453 193 160 54 106 56 50 196 155 133 77 7558 7531 46 56 7498 41 2212 276 234 207 157 50 128 98 48 345 50 329 196 524 180 256 84 61 172 67 929 154 301 105 42 165 88 77 265 54 211 175 151 114 78 133 126 50 46 172 150 5183 109 76 5161 2315 77 54 102 69 42 177 146 49 76 42 118 51 63 43 95 51 44 56 48 2295 is_linear=0 shrinkage=0.01089 Tree=412 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 39 18 18 23 26 21 44 18 18 18 65 21 34 44 57 34 21 34 47 18 64 18 18 23 29 18 31 2 2 18 18 22 18 47 22 3 41 3 35 61 31 29 31 61 62 47 43 47 29 31 65 65 56 28 64 61 65 34 9 47 21 31 62 3 26 51 23 44 26 29 56 49 44 29 62 23 18 29 58 61 18 44 18 40 47 28 44 31 split_gain=290.693 120.304 24.7609 5.21245 3.33972 2.59261 1.62551 1.53702 0.420388 0.370383 0.368482 0.348907 0.50416 0.75777 0.345719 0.318542 0.291026 0.208438 0.380282 0.23131 0.226265 0.165581 0.25322 0.214342 0.138446 0.117186 0.0993257 0.0958424 0.0651054 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23 25 20 22 24 39 20 36 21 21 21 21 28 40 24 47 27 22 28 24 24 23 22 25 25 21 30 32 24 33 21 28 41 2755 25 39 38 23 91 2024 21 41 20 30 30 internal_value=0 -4.85446e-05 0.00391475 0.00524993 0.00104272 0.00292479 0.00617666 -0.000121783 0.00339698 0.00149113 0.00601601 0.00626382 0.00611558 0.00633933 0.000964029 0.00454382 0.00241395 0.00607366 0.00625929 0.0071601 0.00587819 0.00555047 0.00572179 0.00540536 0.000926995 0.00616528 0.000923859 0.00483364 0.00260947 0.00108016 0.0048325 0.00492474 0.00538117 0.00471437 0.00446584 0.00449879 0.00315843 0.0016905 0.00371497 0.00135928 0.00429567 0.00423281 0.00455383 0.00502389 0.00414857 0.00427571 0.00247595 0.00255063 0.00241754 0.00282015 0.00395222 0.00410883 0.00362139 0.0036957 0.00392028 0.00355131 0.0046167 0.00327727 0.00334088 0.00315921 0.00341125 0.00368626 0.00420679 0.00437751 0.00352562 0.00212392 0.00217927 0.00596007 0.00255783 0.00242378 0.00277341 0.00288989 0.0026035 0.00262253 0.00405279 0.00282018 0.00354634 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num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 39 18 29 18 21 39 1 18 18 18 18 18 29 34 46 43 49 6 6 34 0 18 37 53 39 49 18 18 63 38 37 65 55 18 18 18 22 33 53 38 21 6 2 21 41 39 22 56 55 38 21 46 65 65 56 28 41 55 21 63 41 21 1 9 65 18 34 3 26 43 29 9 56 34 29 64 63 6 19 18 40 18 57 18 46 49 33 46 29 split_gain=284.403 117.699 24.225 5.09963 3.26785 2.53647 1.50376 1.419 0.806241 0.80844 0.629434 0.730748 0.420528 0.411282 0.399322 0.311621 0.306197 0.284721 0.1511 0.178127 0.210202 0.142058 0.137377 0.133294 0.233512 0.126505 0.0912102 0.0882565 0.078414 0.066393 0.100911 0.0867382 0.063686 0.0579237 0.0561144 0.0676341 0.0953739 0.0870878 0.101857 0.0540864 0.0519038 0.0518833 0.0477646 0.0415288 0.0504007 0.0403064 0.0577174 0.0397873 0.0388926 0.0709852 0.0463114 0.0732017 0.0348429 0.0354548 0.0336892 0.0403745 0.0326757 0.0311124 0.0309736 0.0446849 0.0392851 0.0358581 0.0297765 0.0354689 0.0690399 0.0375991 0.0700021 0.033253 0.026948 0.0263011 0.026237 0.0260072 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3.3284656639349515 8.6329999999998126 22.593500000000862 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 15 16 17 -1 8 9 18 12 -12 -11 40 39 43 25 47 19 -5 -21 28 -22 -23 -25 -3 -26 85 -20 31 -31 34 45 -18 35 36 37 38 -17 -6 78 94 57 44 -4 -19 52 89 50 -50 -45 -52 53 -47 71 -56 -44 62 59 60 86 -62 63 -15 65 66 67 -65 84 70 -70 -51 -61 74 80 -75 -76 -48 79 -7 -34 92 83 88 -49 -27 -42 -29 -83 90 -2 -92 -43 -94 -16 right_child=2 4 3 7 14 13 -8 -9 -10 10 11 -13 -14 42 41 29 33 32 21 20 22 23 -24 24 26 27 -28 87 -30 30 -32 -33 73 -35 -36 -37 -38 -39 -40 -41 58 81 56 48 -46 46 77 68 49 54 51 -53 -54 -55 55 -57 -58 -59 -60 72 61 -63 -64 64 -66 -67 -68 -69 69 -71 -72 -73 -74 75 76 -77 -78 -79 -80 -81 -82 82 -84 -85 -86 -87 -88 -89 -90 -91 91 -93 93 -95 -96 leaf_value=-0.00012009105926921768 0.0019009450398109159 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96 66 138 79 80 204 210 174 88 42 178 155 132 98 78 58 139 75 54 59 86 164 97 67 48 79 169 137 49 249 115 83 64 2103 46 4765 53 108 65 41 134 46 418 internal_count=180733 178511 2222 946 11227 1276 167284 409 385 360 94 50 44 663 1764 537 9463 613 266 105 76 161 46 109 87 6897 52 6868 52 248 44 204 366 2566 182 160 121 96 57 1097 379 667 284 289 41 202 175 247 248 158 90 66 96 66 138 79 80 204 210 174 88 42 178 155 132 98 78 58 139 75 54 59 86 164 97 67 48 79 169 137 49 249 115 83 64 2103 46 4765 53 108 65 41 134 46 418 is_linear=0 shrinkage=0.01089 Tree=414 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 39 18 18 18 10 23 18 18 39 39 26 38 20 55 10 2 45 45 18 32 22 46 18 18 23 18 22 23 45 61 50 52 22 18 57 52 22 0 46 43 53 18 59 21 63 22 10 52 26 58 50 55 45 20 26 57 21 21 23 47 21 10 22 18 21 6 63 21 6 56 0 21 53 21 38 45 31 22 10 16 21 61 50 46 18 33 33 18 split_gain=277.626 112.575 25.4863 4.10859 3.58955 2.82475 1.93444 1.7293 0.561702 0.551625 0.536736 0.347911 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29 22 22 39 573 20 20 31 20 20 29 21 218 1403 26 32 28 25 34 32 20 20 33 22 25 20 37 296 2122 24 36 651 39 28 23 38 30 26 30 26 25 24 29 32 25 39 23 1050 34 20 23 32 20 30 30 27 21 24 39 37 30 27 24 22 27 30 26 27 24 328 26 23 21 38 29 49 20 20 33 20 22 25 21 23 32 26 25 47 32 22 1974 27 23 2413 internal_value=0 -4.86815e-05 0.00376159 0.00291163 0.00530996 0.00101448 0.00627765 -0.000119152 0.00236204 0.00350985 0.00476836 0.00603603 0.00589909 0.0014133 0.000938633 0.00607368 0.00671179 0.00584699 0.00561642 0.00586786 0.00528018 0.00512731 0.00532132 0.00509322 0.00476232 0.00452721 0.00526507 0.00263367 0.00090375 0.000901145 0.00378956 0.00472883 0.00131218 0.00484612 0.00317819 0.00325573 0.00541904 0.00432375 0.00451462 0.0041204 0.00204364 0.00469004 0.00454979 0.00477806 0.00249805 0.00258384 0.00250611 0.00267522 0.00103608 0.00224599 0.00285546 0.00229023 0.00319761 0.00356604 0.00341642 0.00365578 0.00302337 0.0028966 0.00390309 0.00396582 0.00383343 0.00373769 0.00392637 0.00350512 0.00308123 0.00437106 0.00380334 0.00190403 0.00178815 0.00166079 0.00163986 0.00391882 0.00362325 0.00422108 0.00216253 0.00226305 0.00212598 0.00212144 0.0008473 0.00331834 0.00322925 0.00309659 0.00328206 0.00310619 0.00149345 0.00282557 0.00290929 0.00303509 0.00272 0.00286483 0.00477502 0.000844026 0.00200814 0.00188406 0.000928324 internal_weight=0 178194 2297 1483 814 11077 292 167117 773 710 522 272 243 1770 9307 222 58 164 125 97 167 135 115 95 62 355 40 417 6854 6825 385 178 1224 142 325 252 63 177 91 86 356 103 78 54 259 193 168 94 2453 66 158 74 224 130 80 50 92 69 255 208 157 120 66 54 59 51 50 164 100 73 546 56 47 43 192 116 78 51 2290 132 99 67 45 42 47 71 73 51 99 52 48 2270 76 49 4535 internal_count=180491 178194 2297 1483 814 11077 292 167117 773 710 522 272 243 1770 9307 222 58 164 125 97 167 135 115 95 62 355 40 417 6854 6825 385 178 1224 142 325 252 63 177 91 86 356 103 78 54 259 193 168 94 2453 66 158 74 224 130 80 50 92 69 255 208 157 120 66 54 59 51 50 164 100 73 546 56 47 43 192 116 78 51 2290 132 99 67 45 42 47 71 73 51 99 52 48 2270 76 49 4535 is_linear=0 shrinkage=0.01089 Tree=415 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 47 33 18 18 18 10 18 18 62 25 21 22 18 0 53 35 9 22 50 38 22 18 63 57 46 18 18 18 53 51 18 50 46 27 21 29 22 22 18 9 55 18 6 21 21 22 47 21 21 59 18 46 21 38 64 0 38 18 59 27 21 21 35 3 3 65 46 38 21 10 22 18 38 21 6 21 50 64 22 65 21 33 33 29 63 18 33 15 27 split_gain=271.618 110.137 24.9357 4.25166 3.29439 2.76356 1.8176 1.31639 0.595315 0.585043 0.549536 0.375647 0.609189 0.333561 0.308755 0.368609 0.348805 0.845161 0.260482 0.186071 0.139375 0.1386 0.119103 0.179448 0.167348 0.138168 0.100997 0.0932907 0.092005 0.205351 0.0904384 0.0869344 0.0718932 0.0624053 0.0620109 0.097462 0.0553931 0.0543068 0.0549644 0.0481191 0.108642 0.0842781 0.0765362 0.0475245 0.0470896 0.0442105 0.0538494 0.0415668 0.04067 0.0373157 0.0370645 0.0346088 0.0541643 0.0535391 0.0431993 0.0423921 0.0340033 0.0326241 0.032402 0.0321952 0.0313818 0.0344622 0.0617505 0.0416172 0.0408765 0.0305731 0.0303962 0.0476606 0.0405383 0.0275337 0.0271966 0.031593 0.0270334 0.0269323 0.0266709 0.0344174 0.0289279 0.0232944 0.0548401 0.0228005 0.0346144 0.0221872 0.022028 0.0322209 0.0215939 0.0190194 0.0171985 0.0156281 0.0200755 0.0153066 0.0149327 0.0148846 0.013811 0.0124173 0.0123442 threshold=16.405999999988129 7.6324999999997098 36.969000000011881 26.234999999998767 49.406000000002685 10.937999999997375 66.219000000002794 0.46099217680804266 30.172000000000484 43.530999999988133 20.515500000000007 0.8698606264137535 58.65649999999733 13.632999999997994 8.7809999999881274 54.605500000000582 2.5300280630934884 48.828500000001448 9.2425000000002928 12.500000000000002 65.156000000000873 53.085999999999338 -0.87322439853274625 44.46899999999733 27.062500000000004 9.6404999999999763 23.719000000011878 34.437499999985455 14.43562130220989 13.484553309255206 4.2889999999988513 39.562500000010921 8.5625000000000018 11.953500000012356 65.257999999998006 15.86091532222005 9.8739999999961601 10.686999999988986 9.311999999987167 2.2353091138583965 2.6954910498740441 42.390499999997708 40.437500000000007 37.687499999989093 18.242500000000295 -0.6880826349756709 14.386520618556714 28.13249999999994 -0.20156101276782848 2.6074562556253942 1.0610137251666281 33.40649999999733 46.84399999999733 2.8722677451706811 1.6797321587048573 40.687500000000007 14.550999999999137 8.936999999987167 0.52997653250310417 8.8129999999964657 7.6714999999885558 16.500000000000004 13.132499999999711 22.585500000000142 40.969000000011881 3.7461301188377631 0.75625070248741688 4.8953002461536661 34.780999999999047 3.5000000000000004 9.5000000000000018 54.078500000010543 9.117000000000191 22.87499999998909 0.79584868222167271 0.60896546470132462 15.562500000014554 31.312500000003642 13.398499999999332 1.2367297602771206 -0.67619580640964327 2.8061532611354019 15.780999999999041 8.4769999999987267 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243 216 1770 190 169 148 63 9307 85 196 49 165 144 75 54 417 411 69 47 6431 329 6402 1182 178 158 2876 151 60 120 86 42 44 91 356 259 72 325 155 124 158 256 223 164 59 50 588 59 59 187 156 131 79 44 52 55 169 121 98 65 156 103 53 48 164 100 73 114 68 192 116 64 78 58 47 46 2142 76 49 64 59 2114 52 44 328 internal_count=180491 178194 2297 1509 788 11077 263 167117 736 525 773 243 216 1770 190 169 148 63 9307 85 196 49 165 144 75 54 417 411 69 47 6431 329 6402 1182 178 158 2876 151 60 120 86 42 44 91 356 259 72 325 155 124 158 256 223 164 59 50 588 59 59 187 156 131 79 44 52 55 169 121 98 65 156 103 53 48 164 100 73 114 68 192 116 64 78 58 47 46 2142 76 49 64 59 2114 52 44 328 is_linear=0 shrinkage=0.01089 Tree=416 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 24 35 27 24 24 24 24 27 28 24 24 43 43 51 57 43 55 33 34 41 24 2 31 56 34 46 27 23 57 24 24 23 26 24 24 24 24 31 32 44 34 55 24 27 33 57 57 57 11 27 65 63 43 56 65 33 49 50 50 32 27 51 49 25 52 12 56 55 46 50 26 27 26 64 27 12 32 55 49 49 27 50 26 27 27 32 23 49 26 24 split_gain=266.946 108.346 23.5613 4.15287 3.07046 2.74341 1.71825 1.3294 0.540105 0.481474 0.339769 0.3153 0.307504 0.661014 0.238503 0.224733 0.168824 0.379078 0.325066 0.257749 0.329887 0.230765 0.210267 0.147674 0.141011 0.18969 0.216848 0.134258 0.121385 0.0797361 0.0774837 0.116313 0.0737523 0.09362 0.0704912 0.0686561 0.0597634 0.0567479 0.0554701 0.0511024 0.0497826 0.0492095 0.0437107 0.0561504 0.0547294 0.0516066 0.04753 0.0411745 0.0405377 0.0378685 0.0357288 0.0351889 0.0349498 0.0397856 0.0345092 0.0329317 0.0496686 0.0323625 0.0319647 0.0311636 0.0306897 0.0308406 0.0595186 0.0515879 0.0302206 0.0307155 0.0434991 0.0799427 0.0644378 0.0297924 0.0291882 0.0440917 0.0264167 0.0377918 0.0302084 0.0260767 0.0252077 0.0523249 0.0691988 0.0400878 0.0273154 0.0249857 0.0554714 0.0290319 0.0259985 0.0259906 0.0209156 0.0204196 0.0193893 0.0187088 0.0185343 0.0173413 0.0171096 0.0169123 0.0146343 threshold=16.687500000002732 6.9060000000026784 35.444999999999716 48.061999999987172 25.188000000012838 10.937999999997375 66.218500000000873 1.4481171086382154 40.828499999999629 30.172000000000484 13.398499999999332 20.210999999999334 20.633713879283018 8.8624999999992742 9.2189999999982337 7.6324999999997098 28.039060000000031 22.000639999999986 12.886064150060301 20.236765292624995 32.625000000000007 23.114128865979438 16.793375072733898 44.312500000000007 56.155999999988133 44.594000000011881 20.500000000000004 28.995499999998305 14.132499999999711 14.030999999999041 8.6329999999998126 2.2353091138583965 44.687499999989093 13.393465826977677 8.561999999987167 32.093499999988133 36.828499999999629 11.063000000011018 9.8230000000112359 15.015499999999976 11.953500000012356 23.398500000000016 21.423571428571599 33.148500000001157 22.844000000000964 31.843499999999043 22.80799484536092 27.156499999997326 6.5813097670612892 5.4329127742116468 10.283551338490563 10.5971741659211 2.0966567064704491 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left_child=1 7 4 8 11 14 12 -1 36 37 40 51 16 -14 15 -3 17 18 -5 20 23 -21 -19 -18 25 30 27 -27 -23 -29 -10 -32 33 -33 93 48 -4 -6 -16 92 -7 54 -37 44 -44 59 -47 72 50 86 -11 52 -2 -54 -13 -51 -57 -49 89 -45 -38 62 64 69 65 -62 68 -68 -67 -63 71 75 74 -74 -39 87 77 78 88 -78 -81 82 -55 -83 -85 -86 -43 -59 -56 -52 -73 -76 -12 94 -17 right_child=2 5 3 6 9 10 -8 -9 24 35 39 41 13 -15 38 34 19 22 -20 21 -22 28 -24 -25 -26 26 -28 29 -30 -31 31 32 -34 -35 -36 42 60 47 -40 -41 -42 49 43 45 -46 46 -48 57 -50 55 58 -53 53 81 76 56 -58 70 -60 -61 61 63 -64 -65 -66 66 67 -69 -70 -71 -72 90 73 -75 91 -77 79 -79 -80 80 -82 83 -84 84 85 -87 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00011624642921739913 0.0016446150779949884 0.0017921866820863159 0.0038679492214282597 0.005119608169206773 0.002492778859393527 0.0011903686139911615 0.0090321456939982756 -0.0029226135714621286 0.0052734617106582476 0.0031834036524510502 0.001360841095619088 0.0020286742721762367 0.0051924942533866595 0.0077685195340044732 0.00096352079992285782 0.00073891559399754086 0.0052958950453145907 0.0052567058111259333 0.0070010834030624037 0.0045715592590450348 0.0074817945238701113 0.0065074206601623266 0.0038634183843050699 0.0065551824984889772 0.0040596036478242597 0.0043609137676070232 0.0063696202937007073 0.0059249569131448604 0.0053603351424852241 0.0049296434586478793 0.00396356576705445 0.0054870938451503093 0.0042788969600122233 0.0045726829274545244 0.00090185571514914251 0.0041064220587542629 0.0039611634824014003 0.0026957322192074822 0.0010628458893230854 0.0017004736760931238 0.001337637509624776 0.0026685440725941209 0.0036521062979318441 0.0044796061224438863 0.0029254865776000118 0.0032589393352781015 0.0039728851243150381 0.0036026409607988019 0.0030865598822208142 0.0024159517255292265 0.0041016886584574657 0.0017031220950867185 0.0025190617388715854 0.0014294853909685022 0.0028992422758212784 0.0032367743119974474 0.0025889052770536876 0.003089657901274849 0.0033457877553815523 0.0038248359713730059 0.0040133106458754746 0.0050865692732276861 0.0037088034946332446 0.0041787558631218458 0.0039128153995723874 0.0046517310369168967 0.0050923839960921209 0.0042337042324709032 0.0038470914690013373 0.0045177873903135485 0.0028672173688960682 0.003612147274568493 0.0030250803097125085 0.0025039050715215268 0.0033601536467293153 0.0032680320049523555 0.0020711372491140478 0.0029978966895369608 0.0019936938900519084 0.0027136018767477993 0.0021856255115034707 0.0023444752702725894 0.0021125096217853023 0.0017008735995538769 0.0018998634197033768 0.0023535906454142008 0.0022401946431375437 0.0026440562560704978 0.002428082992616563 0.0036130606452887018 0.0031632143729792938 0.0029591292418182824 0.0015382771951420614 0.0011444297372436261 0.0008320275600637901 leaf_weight=167211 23 32 45 21 21 538 22 20 29 26 86 29 21 28 1834 233 25 39 24 23 24 23 20 22 21 21 22 22 24 20 26 29 23 28 4306 39 31 20 1067 252 571 28 38 20 20 25 23 22 33 20 23 40 25 23 25 33 27 33 25 20 23 22 22 34 20 25 31 25 26 33 41 38 38 33 39 48 46 26 29 34 20 51 39 25 32 32 32 24 22 23 20 25 339 20 1860 leaf_count=167211 23 32 45 21 21 538 22 20 29 26 86 29 21 28 1834 233 25 39 24 23 24 23 20 22 21 21 22 22 24 20 26 29 23 28 4306 39 31 20 1067 252 571 28 38 20 20 25 23 22 33 20 23 40 25 23 25 33 27 33 25 20 23 22 22 34 20 25 31 25 26 33 41 38 38 33 39 48 46 26 29 34 20 51 39 25 32 32 32 24 22 23 20 25 339 20 1860 internal_value=0 -4.73167e-05 0.00370917 0.00508605 0.00281581 0.000992669 0.00609052 -0.000116583 0.00453664 0.00330953 0.0013838 0.00228014 0.00586967 0.0066678 0.000917967 0.000881038 0.00570936 0.00536767 0.0061265 0.00596035 0.00642963 0.00548218 0.00478643 0.00588863 0.00493217 0.00501493 0.00542445 0.00509192 0.00592495 0.00545439 0.00475606 0.00461322 0.00482291 0.00504026 0.000876485 0.00362933 0.00425342 0.00305869 0.00100007 0.00157629 0.00126624 0.00249096 0.00376768 0.00367642 0.00340319 0.00385534 0.00360322 0.00308966 0.00343165 0.00265551 0.00354807 0.00201017 0.00205904 0.00210075 0.00239088 0.00281504 0.00294671 0.00318669 0.00368022 0.00415511 0.00431244 0.00435373 0.00426094 0.00453169 0.0043412 0.00440624 0.00448963 0.00471129 0.00424384 0.00474768 0.00314133 0.00320972 0.0029476 0.00278405 0.00308476 0.00307107 0.00244252 0.00256773 0.00241941 0.00231401 0.0025195 0.00204858 0.00186015 0.00213153 0.00200867 0.00212786 0.00244142 0.00290358 0.00268048 0.00385975 0.00345903 0.00320497 0.00150251 0.000824762 0.000821683 internal_weight=0 178369 2272 894 1378 11138 316 167231 578 717 1786 661 294 49 9352 6451 245 104 45 141 71 70 59 47 241 220 85 63 47 42 135 106 80 57 6419 315 337 402 2901 677 1109 371 185 146 58 88 48 381 130 140 97 290 250 227 231 80 60 226 71 40 292 261 172 89 150 130 107 56 51 55 204 163 155 71 84 105 202 102 76 100 54 202 62 140 89 64 60 57 47 46 58 64 425 2113 2093 internal_count=180641 178369 2272 894 1378 11138 316 167231 578 717 1786 661 294 49 9352 6451 245 104 45 141 71 70 59 47 241 220 85 63 47 42 135 106 80 57 6419 315 337 402 2901 677 1109 371 185 146 58 88 48 381 130 140 97 290 250 227 231 80 60 226 71 40 292 261 172 89 150 130 107 56 51 55 204 163 155 71 84 105 202 102 76 100 54 202 62 140 89 64 60 57 47 46 58 64 425 2113 2093 is_linear=0 shrinkage=0.01089 Tree=417 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 35 27 18 18 18 18 27 21 21 21 56 23 41 27 18 43 41 18 19 9 40 65 46 27 23 57 18 18 23 21 26 18 18 21 32 32 21 41 43 18 18 18 27 22 45 22 28 57 61 63 19 57 40 27 21 57 55 32 57 61 32 57 23 45 27 65 61 56 27 26 58 9 27 1 21 58 28 40 10 43 55 19 45 61 61 57 21 23 44 split_gain=261.17 106.017 23.0514 4.06299 3.00399 2.71019 1.68103 1.36724 0.528404 0.471046 0.341417 0.308468 0.300815 0.824377 0.280737 0.443922 0.376028 0.387617 0.320704 0.262042 0.249964 0.194788 0.137936 0.185568 0.137612 0.157613 0.126034 0.100137 0.0757797 0.113774 0.072131 0.0915679 0.0679788 0.0671517 0.0584554 0.0565595 0.0555039 0.0500777 0.0486979 0.0486034 0.0543589 0.056348 0.0530662 0.0491171 0.0513922 0.0481317 0.0468313 0.0402675 0.0396463 0.0393983 0.0383682 0.0353483 0.0437607 0.0615766 0.0524724 0.0397412 0.0351007 0.0349395 0.0439665 0.0337518 0.0328898 0.0361147 0.0298755 0.0554954 0.0294399 0.029848 0.033875 0.0445914 0.0588995 0.0305686 0.0282932 0.0269697 0.0326003 0.0262489 0.0246515 0.0511778 0.0574128 0.0579367 0.0392108 0.033644 0.0326895 0.0241229 0.0219219 0.0211547 0.0210956 0.021898 0.0214766 0.030272 0.0183588 0.0165633 0.0306484 0.028011 0.0163992 0.0161253 0.014411 threshold=16.687500000002732 7.6324999999997098 35.444999999999716 48.061999999987172 25.188000000012838 10.937999999997375 66.218500000000873 0.062500000002960229 40.828499999999629 30.172000000000484 13.398499999999332 20.210999999999334 20.633713879283018 3.0493979938669868 3.0493979938669868 2.3857782797104057 9.1869999999989904 53.765500000001346 59.257499999999716 4.2418810587622078 9.2189999999982337 30.625639999999915 56.155999999988133 44.594000000011881 43.570499999998908 -0.15123342103804657 6.9060000000026784 55.094000000000968 8.6329999999998126 2.2353091138583965 44.687499999989093 13.393465826977677 8.5625000000000018 32.093499999988133 36.828499999999629 0.61871843353790756 11.063000000011018 9.8230000000112359 11.953500000012356 7.2036503333302369 40.187500000003645 33.148500000001157 1.9441900948761992 35.632999999999818 20.122500000000006 23.398500000000016 15.015499999999976 27.156499999997326 6.5813097670612892 19.405999999988129 6.6969483963440242 31.140999999999625 38.125000000000007 14.694365101287854 14.912647668393783 11.961938151864119 29.437499999999094 10.283551338490563 8.9925000000002928 1.5087117010388602 0.92807765030734379 14.21863567349472 15.946845360824716 36.938000000012842 10.5971741659211 12.980729267609584 13.280999999988127 3.567366893553316 17.945500000012547 3.1041291442954009 2.8441442180264631 33.594000000011881 15.168717616580311 11.546999999988659 3.9046281848491389 25.566250000000768 8.4769999999987267 0.43982890882219988 5.4054436088265829 2.5000000000000004 2.8839350070722829 8.5629999999973752 24.195500000001633 7.6324999999997098 0.8698606264137535 22.156239999999531 14.313216494845364 26.09375000000728 11.463868262636719 15.539344559585432 18.016556994818664 6.5992619832937427 1.3261787681115835 39.984500000000487 12.812500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 8 11 20 12 -1 34 36 38 49 14 -14 15 16 17 35 27 21 26 -18 23 28 -25 -26 -3 -16 -10 -30 31 -31 92 48 94 -5 -6 83 -7 40 41 43 -43 -35 -45 59 -12 73 57 64 -49 -36 54 -54 -53 -56 82 -11 -59 -13 61 -57 -58 -64 65 66 69 68 -68 -2 -62 -47 -73 84 75 76 -61 -78 80 -80 -76 -74 -52 -22 85 86 87 -38 -84 91 -91 -67 -28 -72 -4 right_child=2 5 3 6 9 10 -8 -9 22 33 46 45 13 -15 18 -17 19 -19 -20 -21 37 -23 -24 24 25 -27 32 -29 29 30 -32 -33 -34 39 51 -37 47 -39 -40 -41 -42 42 -44 44 -46 71 -48 50 -50 -51 56 52 53 -55 55 60 62 58 -60 74 70 -63 63 -65 -66 89 67 -69 -70 -71 93 72 81 -75 78 -77 77 -79 79 -81 -82 -83 88 -85 -86 -87 -88 -89 -90 90 -92 -93 -94 -95 -96 leaf_value=-0.00011496829346314903 0.0019183767179595114 0.0015135199500463531 0.0035746231621610687 0.0060431785055374233 0.002465659895845726 0.0011774060354951994 0.0089338807181554587 -0.0029610001171379284 0.0052160757407494216 0.0031487646882966238 0.0014925242644448426 0.0020065981802210035 0.0049510200238681917 0.0078227583659550744 0.0049272027610308368 0.0070998450246468978 0.0039392469348311409 0.0074660369291435205 0.0041136305274766501 0.0061164942897191368 0.0013140493040186604 0.0053648939774696676 0.0040154392092142388 0.0046023871014974878 0.0062938647319511357 0.0051591420343481019 0.00081327652030439379 0.0059124621722121936 0.0039204377590847193 0.0054273831340599385 0.0042323427525440931 0.0045229241892285428 0.0008916096391191772 0.0038383116513615004 0.0046516435224815134 0.0051772299640121828 0.0032669741968999401 0.0010512717317953501 0.0013230712012098618 0.004161688188280578 0.0031275255099951476 0.004235667869462746 0.0035160350803513317 0.0036476053320177856 0.002851401323829785 0.0023172578445267936 0.0016819571003843696 0.0035366046140783676 0.0030529688903443205 0.0023215416112805777 0.0031842849871814368 0.0045115906313603635 0.0041807679916983269 0.004924762850892557 0.0036551278202561618 0.0047595504966976626 0.0029602045158919096 0.0039603500701555711 0.0033894072007085701 0.0027693926125807941 0.0042860397344088594 0.0040733692421014911 0.0036927494939689915 0.003021496951721899 0.0016150169942858543 0.0020715219527531613 0.001753336990684526 0.001581564620212549 0.0025341622285377026 0.0013326492396257303 0.0036245866531068888 0.0029641700969011068 0.0023519795521667356 0.0026280056989875251 0.0023320347776661027 0.0029652762300260063 0.0018001848221755011 0.0025916073953660803 0.0028164975450476674 0.0022487497616786542 0.0017361776910680858 0.0027725970649988829 0.0026396795378813539 0.0009530289814786339 0.0026464481603258694 0.0027337985830701702 0.0033383438073196279 0.0026397078903246537 0.0030234558445966079 0.0016473578027903675 0.0022301501963919342 0.0025813621786422735 0.0011311411517722272 0.0040290011779640254 0.0040225185241121678 leaf_weight=167214 21 36 20 21 21 538 22 20 29 26 428 29 21 28 20 31 25 21 26 20 20 22 21 22 26 37 2140 39 26 29 23 28 4236 35 29 20 20 1067 571 28 22 39 20 21 20 29 252 29 33 38 35 40 34 25 28 20 31 31 40 30 33 22 35 28 31 43 21 21 27 23 26 40 36 33 24 26 26 20 23 31 22 35 35 1827 20 22 40 20 33 22 23 20 20 35 25 leaf_count=167214 21 36 20 21 21 538 22 20 29 26 428 29 21 28 20 31 25 21 26 20 20 22 21 22 26 37 2140 39 26 29 23 28 4236 35 29 20 20 1067 571 28 22 39 20 21 20 29 252 29 33 38 35 40 34 25 28 20 31 31 40 30 33 22 35 28 31 43 21 21 27 23 26 40 36 33 24 26 26 20 23 31 22 35 35 1827 20 22 40 20 33 22 23 20 20 35 25 internal_value=0 -4.68013e-05 0.00366882 0.00503072 0.00278518 0.000982098 0.00602426 -0.000115309 0.00448729 0.00327352 0.00137046 0.00225533 0.00580581 0.00659525 0.00564725 0.00591929 0.00563426 0.00625092 0.00513351 0.0050614 0.000907753 0.00460928 0.00487851 0.00496038 0.00536545 0.00562984 0.000869797 0.00558084 0.00470432 0.00456303 0.00477044 0.00498542 0.000866165 0.00358985 0.00420714 0.00562434 0.00302541 0.000991516 0.00125245 0.0037267 0.00364839 0.00373256 0.00399355 0.00352853 0.00326156 0.00246387 0.00156282 0.00305605 0.00339432 0.0019883 0.00315202 0.00426552 0.00422247 0.00449815 0.00414215 0.0040513 0.00309489 0.00350947 0.00364019 0.00236487 0.00413208 0.00440302 0.00325326 0.00339597 0.00193775 0.00198273 0.00185537 0.00200859 0.00219405 0.00161362 0.00400976 0.00262663 0.00270674 0.00291553 0.00241595 0.0025398 0.0023931 0.00214592 0.00228884 0.00249209 0.00204859 0.00256048 0.00294945 0.000956968 0.0029926 0.00305964 0.00314815 0.0029556 0.00282722 0.00211534 0.00194676 0.00223463 0.000816244 0.0038584 0.00382585 internal_weight=0 178369 2272 894 1378 11135 316 167234 578 717 1789 661 294 49 245 160 129 62 85 67 9346 47 241 220 85 63 6432 59 135 106 80 57 6396 315 337 41 402 2914 1109 185 157 135 59 76 41 371 680 381 130 290 226 292 263 59 204 164 197 97 71 231 136 42 94 63 252 221 113 69 48 44 94 140 111 155 202 102 76 46 100 54 46 71 103 1847 122 102 80 40 68 108 45 63 2160 61 45 internal_count=180641 178369 2272 894 1378 11135 316 167234 578 717 1789 661 294 49 245 160 129 62 85 67 9346 47 241 220 85 63 6432 59 135 106 80 57 6396 315 337 41 402 2914 1109 185 157 135 59 76 41 371 680 381 130 290 226 292 263 59 204 164 197 97 71 231 136 42 94 63 252 221 113 69 48 44 94 140 111 155 202 102 76 46 100 54 46 71 103 1847 122 102 80 40 68 108 45 63 2160 61 45 is_linear=0 shrinkage=0.01089 Tree=418 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 24 27 41 24 24 24 24 2 24 24 62 26 35 24 53 31 27 57 9 55 20 24 24 44 34 39 39 24 26 27 28 29 24 20 27 24 62 24 24 9 62 10 24 62 57 35 37 39 35 31 28 34 62 28 64 10 65 65 57 37 12 33 20 10 47 26 20 26 6 1 39 62 34 59 1 20 28 39 56 29 59 59 33 2 39 12 62 9 33 41 split_gain=255.083 105.968 21.1663 3.566 3.05344 3.00414 1.30746 1.27538 0.504517 0.488499 0.475812 0.379054 0.313195 0.640171 0.28365 0.276127 0.264706 0.429457 0.242759 0.200381 0.139725 0.134945 0.1593 0.126283 0.124146 0.159659 0.115686 0.110278 0.0774035 0.074299 0.0719954 0.095141 0.0597027 0.0510746 0.0489877 0.0651694 0.0996519 0.0481325 0.0464125 0.0508171 0.0448702 0.0406503 0.0403593 0.0403101 0.0372769 0.0366355 0.0399107 0.036419 0.0361239 0.0380457 0.0333132 0.0323568 0.0310925 0.0337841 0.0471286 0.0421933 0.0305677 0.0295569 0.0288575 0.0363745 0.0380878 0.0355427 0.0285046 0.0324817 0.0563872 0.0401511 0.0281475 0.032434 0.0292234 0.0262383 0.0407287 0.025507 0.0242339 0.0222827 0.0220958 0.0220125 0.0204975 0.0239008 0.0204538 0.0192914 0.0182617 0.0175691 0.0212251 0.0259933 0.0175484 0.0373776 0.0559219 0.0173621 0.0239948 0.0165011 0.016452 0.0162671 0.0224281 0.015801 0.0163332 threshold=17.687499999985452 6.9060000000026784 37.405999999988133 27.156499999997326 11.664000000002945 49.406000000002685 1.4481171086382154 65.827999999997715 44.594000000011881 32.093499999988133 21.898499999999334 9.7030000000122545 8.5000000000000018 58.65649999999733 14.015499999999976 8.7809999999881274 54.124749999988133 56.155999999988133 7.6324999999997098 59.780999999988133 43.000000000000007 2.1901534350460237 14.567698602749983 -0.43982890882219972 15.217463917525897 46.359500000005944 40.06199999999081 8.8205000000107265 9.1175000000002928 8.9380000000010131 12.887034355817162 10.918142689060298 23.88249999999994 23.011250000000476 1.8445927049499447 33.905999999999047 48.132499999999716 30.172000000000484 38.198999999999621 1.607887985567422 10.687999999996466 8.9840000000002096 15.765499999999976 20.210999999999334 -0.81970999721622462 8.8130000000091986 1.0000000180025095e-35 13.015499999999522 9.7605000000003219 11.800451797840596 43.296499999985834 20.261999999999929 8.9121690145687378 27.265999999999625 14.651785714286236 18.390499999999523 22.061999999987169 9.3600000000003565 38.125000000000007 8.8125000000036398 -0.68543205262022666 55.094000000000968 65.257999999998006 13.011076056889957 31.692269230768247 0.6830127018922193 5.2872438620642113 19.406500000004602 1.0000000180025095e-35 35.843499999988133 29.437499999999094 8.2812500000000018 22.426000000000389 -0.67619580640964327 3.5000000000000004 7.8236724500336958 9.3600000000003565 9.0940000000027812 49.312500000014559 1.5000000000000002 19.984499999998665 9.0389999999988522 10.440500418271077 8.8645000000033196 27.156499999997326 33.594000000011881 46.530999999988133 1.9795466599673259 8.5000000000000018 4.9832485716810311 -0.5 10.437500000000002 0.52828508881293679 3.6634930347685351 16.265499999999978 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 8 -1 12 26 37 43 18 -7 15 47 -14 17 20 -3 21 23 -10 24 29 -23 -26 58 71 -28 -17 31 -30 52 75 -32 -36 -37 62 39 -35 -13 -39 87 73 -41 -46 50 -6 49 -43 51 -47 53 54 -12 -56 -55 -48 59 60 -4 -60 63 65 -65 69 67 -45 -69 -5 -71 -20 -68 76 91 -11 77 -2 -62 80 -75 -34 83 -83 -85 -86 -87 88 -16 -81 -90 92 93 94 -44 right_child=2 4 5 9 14 7 -8 -9 19 33 32 40 13 -15 42 16 -18 -19 27 -21 -22 22 -24 -25 25 -27 28 -29 30 -31 34 -33 81 38 35 36 -38 41 -40 44 -42 48 74 66 45 46 57 -49 -50 -51 -52 -53 -54 56 55 -57 -58 -59 61 -61 78 -63 -64 64 -66 -67 72 68 -70 70 -72 -73 -74 79 -76 -77 -78 -79 -80 89 -82 82 -84 84 85 86 -88 -89 90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00011374787590362687 0.0020571272400845522 0.0017835462326868284 0.0046449869857289987 0.0034706444731895172 0.0012651918026357492 0.0068130178943709005 -0.0028968643380415122 0.0086103351460841537 0.0046145336429606332 0.0038814956111939067 0.0021796662809936752 0.001017525976991882 0.0070739984412462806 0.0039732252506040283 0.0017439256923922385 0.006063807830909017 0.0047298174860481174 0.0069580646932952267 0.00078395329618946357 0.0043615193932269461 0.0062372082069701747 0.0060062285945828072 0.006243068910911323 0.0046398402470031941 0.0042845635645564996 0.0055673363647588498 0.0039884570416543882 0.00091159861453892085 0.0045900687207149253 0.0051492105982295167 0.0041448802902252406 0.0056401141030545214 0.0024161313594900152 0.0040557146018356232 0.0041262418450304815 0.0052886580963614769 0.0044565587530011989 0.0037943321202783078 0.0041160419327693791 0.0040582354864185351 0.0011377596238446035 0.0028784980178573486 0.0015810172446672508 0.0025214023148183036 0.0039899761980909231 0.0031848240983514647 0.0034003800180362359 0.001408260245471525 0.0036047374192319515 0.0034151583876605865 0.0029126502411616286 0.0036979291683629312 0.0028503462848494944 0.001914439911816318 0.0031436228761671549 0.0024230788669976282 0.0024346108966892353 0.0039508490696658878 0.0041370129505732952 0.0037717498056933237 0.0039082528201034201 0.0048359940356765187 0.0028244362427747027 0.0031169492422631682 0.0038871911626272371 0.002847109181822286 0.0027736805384118951 0.0017818269558362253 0.0022699912012187021 0.0028142708883910563 0.0034187336146705833 0.00084823464435580939 0.0022200096097165223 0.0015719390377397007 0.0020432139553648943 0.0044098843625488349 0.0019706990219619911 0.0025808052553689918 0.0043209184726241238 0.0021968650885335738 0.0019810047275325227 0.0031485785627184165 0.0024992647894266124 0.0029086699267529314 0.0022979231034416293 0.0031003048800610413 0.0025442634873614027 0.0016159945707796175 0.0015828904145444146 0.001824615848376031 0.001254065666032066 0.0019969904589425525 0.0014392922429589102 0.0015526121024844375 0.0019406444619976756 leaf_weight=167268 24 35 23 37 547 36 20 22 23 22 25 1120 22 23 26 25 26 37 1029 29 28 20 30 24 23 25 22 4302 23 22 29 21 21 39 21 34 39 26 38 21 561 35 23 20 21 32 23 358 32 33 20 33 22 27 21 20 30 31 20 30 38 20 36 30 20 55 20 34 28 33 25 2722 21 33 29 24 51 21 33 35 24 26 34 70 26 39 53 242 28 28 60 22 40 37 56 leaf_count=167268 24 35 23 37 547 36 20 22 23 22 25 1120 22 23 26 25 26 37 1029 29 28 20 30 24 23 25 22 4302 23 22 29 21 21 39 21 34 39 26 38 21 561 35 23 20 21 32 23 358 32 33 20 33 22 27 21 20 30 31 20 30 38 20 36 30 20 55 20 34 28 33 25 2722 21 33 29 24 51 21 33 35 24 26 34 70 26 39 53 242 28 28 60 22 40 37 56 internal_value=0 -4.53175e-05 0.00369652 0.00290824 0.00097838 0.00515285 -0.000114081 0.0060921 0.00465772 0.00348888 0.00239456 0.00090878 0.00586326 0.00569727 0.0014415 0.00591215 0.00575329 0.00594798 0.000877826 0.00518967 0.00556878 0.00538713 0.00556713 0.005303 0.00526666 0.00495542 0.0044313 0.000873882 0.00461897 0.0056388 0.00470135 0.00509433 0.00264272 0.00381181 0.00455969 0.0046864 0.00484591 0.00321741 0.00374934 0.00368548 0.00105768 0.00339487 0.00163373 0.00209127 0.00360509 0.00354491 0.00347687 0.00132185 0.00328995 0.00314033 0.00332226 0.00344687 0.00246075 0.00239036 0.00256265 0.00279425 0.0021895 0.00371833 0.00421429 0.00412451 0.00423593 0.00448957 0.00312225 0.00317541 0.00342712 0.00309085 0.00225181 0.00213073 0.00200344 0.00323101 0.00307645 0.000830612 0.00249206 0.00199952 0.00175638 0.00415968 0.00212733 0.00230323 0.00410168 0.00189668 0.00174534 0.00274051 0.00276766 0.00280992 0.00276258 0.00267518 0.00278094 0.00156224 0.00144762 0.00203253 0.00135936 0.00170925 0.00166823 0.00174666 0.00183675 internal_weight=0 178525 2187 1419 11237 768 167288 265 503 666 753 9769 243 207 1468 184 162 136 8088 150 99 121 98 71 68 48 353 8053 189 47 167 44 414 304 123 94 73 362 258 220 1681 126 563 339 181 160 139 905 100 68 85 65 145 123 66 41 57 54 164 124 94 40 236 200 50 150 123 82 62 95 58 3751 41 216 207 46 96 45 71 120 57 269 248 214 188 118 92 356 114 63 88 178 156 116 79 internal_count=180712 178525 2187 1419 11237 768 167288 265 503 666 753 9769 243 207 1468 184 162 136 8088 150 99 121 98 71 68 48 353 8053 189 47 167 44 414 304 123 94 73 362 258 220 1681 126 563 339 181 160 139 905 100 68 85 65 145 123 66 41 57 54 164 124 94 40 236 200 50 150 123 82 62 95 58 3751 41 216 207 46 96 45 71 120 57 269 248 214 188 118 92 356 114 63 88 178 156 116 79 is_linear=0 shrinkage=0.01089 Tree=419 num_leaves=96 num_cat=0 split_feature=18 40 18 18 18 18 57 23 18 18 18 18 62 27 23 27 18 19 21 49 57 18 0 40 44 37 18 18 52 44 39 39 18 23 27 32 29 62 18 37 32 63 40 18 27 21 34 18 18 39 55 37 45 45 18 39 21 40 52 61 23 55 21 29 39 29 47 40 21 40 9 21 55 18 63 9 18 61 57 59 52 63 18 40 34 29 31 55 63 21 31 34 34 40 56 split_gain=249.563 103.674 20.7083 3.4888 2.98552 2.93908 1.25255 1.10325 0.493578 0.477916 0.465494 0.370102 0.368014 0.903248 0.448493 0.334373 0.277518 0.246887 0.2225 0.194233 0.232012 0.1771 0.173348 0.203416 0.157018 0.117497 0.11316 0.110927 0.0809084 0.0757049 0.0704177 0.0930574 0.0583911 0.0494845 0.0479051 0.0637321 0.0974713 0.0476806 0.0438932 0.0426733 0.0851616 0.0792386 0.056589 0.0530235 0.0515339 0.0440833 0.0425471 0.0394821 0.039429 0.038619 0.0606837 0.0486951 0.0369488 0.0371475 0.0356237 0.0337915 0.0334391 0.0433892 0.0358101 0.0316063 0.0433297 0.0547717 0.0504665 0.030979 0.0304062 0.0329873 0.0528691 0.0419559 0.0301053 0.0263148 0.0259812 0.0257321 0.0255365 0.0232306 0.0224695 0.022023 0.0230156 0.0292343 0.0354133 0.0307028 0.0260614 0.0217314 0.0197622 0.0189318 0.0186042 0.035665 0.021852 0.0171616 0.0163031 0.023985 0.0167288 0.0157707 0.0327154 0.020267 0.0342103 threshold=17.687499999985452 5.2884999999896545 37.405999999988133 27.156499999997326 11.664000000002945 49.406000000002685 1.7594939777283225 65.257999999998006 44.594000000011881 32.093499999988133 21.898499999999334 9.7030000000122545 9.0940000000005075 20.633713879283018 58.297500000011503 5.4054436088265829 14.015499999999976 51.671999999999578 0.79514157544805941 27.656244897959166 15.251073443155969 7.6324999999997098 11.500000000000002 8.8744999999998999 44.125000000000007 18.213961538461614 40.06199999999081 8.7030000000122545 8.7419999999999636 9.1175000000002928 12.887034355817162 10.918142689060298 23.88249999999994 30.398499999999334 1.8445927049499447 34.195500000012551 48.132499999999716 8.9840000000002096 10.687999999996466 16.292076923076824 33.148500000001157 13.981131807373236 9.3125000000000018 33.905999999999047 3.0766657138431719 2.3857782797104057 34.195000000003354 15.765499999999976 20.210999999999334 11.509025761404006 16.119845360824744 28.289076923077051 6.6969483963440242 13.344676779446292 13.015499999999522 7.4364152223324718 2.3422912126804389 8.7809999999996098 8.8279999999986121 15.253562176165806 38.343499999988133 16.368876288659674 1.8176179810482471 34.905999999988133 8.9121690145687378 26.390499999999523 28.13249999999994 9.0625000000000018 1.4693678913136667 6.9060000000026784 0.15123342103804641 8.4297734919060492 15.751932989690724 9.1244999999998999 9.2086074177485369 0.75778426208340954 18.242500000000295 15.426489637305702 6.317815520914678 26.405999999988129 9.0074999999997107 13.633029266160202 8.1879999999973752 8.8985000000011514 25.594000000011878 35.453500000001448 31.781214285714153 12.214237113402055 12.484191745096693 0.92807765030734379 24.034642857142902 8.6880000000128366 9.0149999999996471 9.2184999999990413 9.117000000000191 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 8 -1 12 26 33 48 21 13 15 17 18 54 28 -7 20 22 -3 25 -24 -19 -10 59 68 -14 -28 31 -31 64 52 -32 -36 -37 72 -13 45 43 42 83 -41 -43 -11 -46 -18 75 50 -39 -51 -5 88 -6 -52 57 -50 -58 74 -61 -62 -63 -47 65 66 87 -67 82 -29 -59 84 -35 -71 -4 76 -2 78 79 -78 -79 -57 -23 -42 85 -34 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0.0012949568218480318 0.005612921294189146 0.0045401289992858087 0.004099775592038426 0.0055787552607529656 0.0027452958490405861 0.003319745139382913 0.0040813524441623414 0.0052311005634021026 0.0044080532870938932 0.0029708742621931223 0.0011253699087981411 0.0030554644994122832 0.0041046550549466319 0.0038926593690987942 0.0037397093544285598 0.0037016309877039287 0.0029180823195452772 0.003822887329249586 0.0036564236130527221 0.002039628191534549 0.0024794990247076171 0.0032841482169913921 0.0031668895951820321 0.0026448785732908794 0.0026790066035761672 0.0033700058814558126 0.0013929252096012883 0.0034734198352816071 0.0021855419192405457 0.0016846156940062691 0.0028032184315251226 0.0036159765778928203 0.0036895327566130549 0.004618191039402939 0.0040022241614070982 0.0043851028325735423 0.0028193359237425456 0.0017671158859954559 0.0029220759710203675 0.0023993771820294296 0.0012376723370911467 0.00087167856628548603 0.0021914282485635951 0.0023266475240562049 0.0038667934854268514 0.00091938133891375658 0.0046812831369774733 0.0017385118094078601 0.0022675043786546242 0.0016438374901767863 0.0026055518164212273 0.0017304316309861561 0.0021613044823084169 0.0040215978739841802 0.00082631716998543938 0.0046295189699749007 0.0026860423136313917 0.002244506585716316 0.0032157122019316827 0.0020495776876126009 0.0026590588987171499 0.0029128739287415878 0.0033781775601240782 0.0013810139698634764 0.0015724926801290882 0.0016191183711013561 0.0020325798219800223 leaf_weight=167271 44 37 24 31 547 24 20 20 26 32 21 1120 29 23 21 22 356 21 38 28 25 734 20 28 32 23 22 20 35 23 29 21 186 22 21 34 39 35 561 36 22 33 35 29 20 22 20 20 23 31 20 29 25 22 358 21 27 30 21 23 23 37 33 35 22 21 26 34 20 2521 22 21 25 2440 24 40 40 26 23 20 23 20 2313 20 20 20 22 21 37 24 20 32 30 65 60 leaf_count=167271 44 37 24 31 547 24 20 20 26 32 21 1120 29 23 21 22 356 21 38 28 25 734 20 28 32 23 22 20 35 23 29 21 186 22 21 34 39 35 561 36 22 33 35 29 20 22 20 20 23 31 20 29 25 22 358 21 27 30 21 23 23 37 33 35 22 21 26 34 20 2521 22 21 25 2440 24 40 40 26 23 20 23 20 2313 20 20 20 22 21 37 24 20 32 30 65 60 internal_value=0 -4.48239e-05 0.00365631 0.0028766 0.000967876 0.00509679 -0.000112829 0.00602582 0.00460705 0.00345092 0.00236851 0.000899035 0.00582355 0.00630788 0.0054469 0.00577984 0.00142581 0.00571124 0.00619262 0.00513322 0.00532347 0.000868438 0.0050773 0.0046016 0.00626894 0.00554053 0.00438309 0.00086497 0.00524703 0.00456872 0.0046502 0.00503892 0.00261397 0.0031824 0.00451007 0.0046354 0.00479318 0.00329851 0.00104616 0.00377034 0.00368288 0.0038285 0.00407813 0.00334529 0.00356369 0.00398036 0.00328969 0.00161595 0.00206853 0.00320313 0.00334368 0.00297667 0.00303357 0.00294796 0.00130746 0.00355603 0.00222732 0.00207899 0.00245747 0.00416844 0.004063 0.00417241 0.0043295 0.0041701 0.00243398 0.00236436 0.00252913 0.00215925 0.000813317 0.000896766 0.00190037 0.00271069 0.00361293 0.00089515 0.00442078 0.00197777 0.00203177 0.00210586 0.00223355 0.00208962 0.00188813 0.00374344 0.000810514 0.00435746 0.00274289 0.00269705 0.00296563 0.00228387 0.00285945 0.00296566 0.00312653 0.00173727 0.00170455 0.00177097 0.00187993 internal_weight=0 178525 2187 1419 11234 768 167291 265 503 666 753 9766 245 107 138 84 1468 117 62 150 122 8085 97 48 53 49 353 8048 64 189 167 44 414 362 123 94 73 203 1681 304 215 150 77 65 73 89 40 563 339 156 96 60 159 128 905 61 123 75 48 164 116 93 70 57 145 123 68 55 3067 4981 52 269 47 4961 48 216 176 132 83 60 49 41 3047 42 248 206 42 42 106 69 44 207 187 155 90 internal_count=180712 178525 2187 1419 11234 768 167291 265 503 666 753 9766 245 107 138 84 1468 117 62 150 122 8085 97 48 53 49 353 8048 64 189 167 44 414 362 123 94 73 203 1681 304 215 150 77 65 73 89 40 563 339 156 96 60 159 128 905 61 123 75 48 164 116 93 70 57 145 123 68 55 3067 4981 52 269 47 4961 48 216 176 132 83 60 49 41 3047 42 248 206 42 42 106 69 44 207 187 155 90 is_linear=0 shrinkage=0.01089 Tree=420 num_leaves=96 num_cat=0 split_feature=18 19 18 18 18 18 47 27 22 10 18 18 18 18 33 18 41 37 21 27 37 28 33 59 3 21 18 57 27 18 21 47 28 18 18 46 18 46 62 57 18 18 35 22 18 46 38 37 37 35 21 6 10 37 62 7 62 27 22 9 46 50 21 38 21 7 41 18 18 43 49 56 21 21 57 57 9 9 33 10 62 9 56 49 19 61 27 5 61 33 53 43 27 35 18 split_gain=244.12 99.5715 21.8511 3.66164 2.70183 2.42548 1.77588 1.21866 0.610292 0.354521 0.609991 0.330829 0.320765 0.272421 0.268475 0.246053 0.21655 0.403956 0.624934 0.237103 0.180541 0.170478 0.167591 0.167498 0.215831 0.154467 0.130413 0.128115 0.195443 0.0802338 0.0739489 0.154212 0.0603677 0.069517 0.0582763 0.0582241 0.0560256 0.0547429 0.0827462 0.0661379 0.0448086 0.043789 0.0437699 0.0407921 0.0405473 0.0398204 0.0520279 0.0385853 0.0789011 0.0780105 0.0672893 0.0634868 0.0388253 0.0425068 0.0361787 0.0423491 0.0494388 0.0416947 0.0353011 0.0354085 0.0467981 0.0438193 0.0369016 0.0334509 0.0312387 0.0310998 0.0306683 0.0304921 0.0280444 0.027959 0.0784618 0.031626 0.0261328 0.0528798 0.0279519 0.0248546 0.0365933 0.0233642 0.0228555 0.0217058 0.0226075 0.0193025 0.0192356 0.0226159 0.0191858 0.0288295 0.0429771 0.0349419 0.0327827 0.0189409 0.0183944 0.0429551 0.0168688 0.0178266 0.0163499 threshold=16.405999999988129 7.6717500000002028 34.437499999985455 47.344000000011881 25.188000000012838 11.007500000003349 66.219000000002794 0.077474919828077624 40.812499999989093 0.8698606264137535 58.65649999999733 21.523500000000244 29.453500000012358 13.148999999999662 0.042784064737923767 9.2574999999999381 56.155999999988133 26.18088461538467 2.6509433226502161 2.0530466195608441 27.400884615385554 9.3675000000002928 3.5514657902993245 65.156500000000975 3.5000000000000004 1.0921264235405121 37.405999999988133 14.567698602749983 3.0123869035490336 44.030999999988133 7.8884832509087284 43.812500000003645 7.6324999999997098 8.561999999987167 32.093499999988133 9.0394999999996362 18.242500000000295 8.9925000000002928 9.4380000000128366 10.433856000959752 14.550999999999137 9.9375000000000018 35.969000000011881 13.085000000000493 27.156499999997326 9.0309999999972224 8.9925000000002928 28.920692307692104 23.862192307692361 49.593499999999047 1.0603066183930148 -0.95394862377089173 -0.68543205262022666 18.213961538461614 8.833500000015194 1.0000000180025095e-35 9.7605000000003219 6.5813097670612892 29.194999999999713 -0.81970999721622462 9.3595000000000272 9.186999999987167 2.6074562556253942 24.554000000002819 3.2265282425530031 0.43301270189221946 38.823000000011241 11.953500000012356 22.585500000000142 16.547820000000467 17.153693877551081 9.7654999999999763 3.7126641546161818 1.29259119601703 6.317815520914678 8.5601671218120519 0.52828508881293679 0.34685948904333835 3.0740012867084556 -0.68543205262022666 9.6095000000000272 0.87322439853274636 11.969000000011876 11.679204081632411 21.718749999992728 12.243199481865267 4.5818368951091193 0.45899251994083751 15.426489637305702 3.1747495906489731 41.062500000000007 16.110599999999508 4.7754897132163245 24.937500000000004 8.8909999999998508 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 8 11 15 9 14 26 10 16 36 43 67 -1 32 19 -18 22 -5 21 -21 -19 24 27 -23 58 28 -10 -26 47 -32 -3 -34 54 -27 45 38 39 -36 -15 -17 63 -6 82 46 -2 48 51 -49 -50 -28 -53 -54 -14 79 57 -57 -4 -60 61 -61 66 81 90 -39 -63 -7 75 72 -71 -72 73 74 -70 76 -13 -66 -47 -56 -81 84 83 -45 85 87 88 -38 -87 -48 91 -46 93 -42 -35 right_child=2 5 3 6 12 13 -8 -9 23 -11 -12 68 34 40 -16 41 17 18 -20 20 -22 25 -24 -25 29 35 30 -29 -30 -31 31 -33 33 94 37 -37 42 65 -40 -41 92 -43 -44 44 64 78 89 49 50 -51 -52 52 53 -55 55 56 -58 -59 59 60 -62 62 -64 -65 77 -67 -68 -69 69 70 71 -73 -74 -75 -76 -77 -78 -79 -80 80 -82 -83 -84 -85 -86 86 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00011140077242021389 0.0020366042440076587 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0.0016317766069400119 0.0035779126380108199 0.0051129206228274762 0.004428154887422122 0.0042437774617894546 0.0045934368965118034 0.0038498183096309915 0.0044617948595122321 0.0036221739051116183 0.0030590882847529835 0.0034452838885996127 0.0024556535991014021 0.0042038973352737583 0.0033518901586657452 0.0031875485493609314 0.0040276981612709373 0.00423736968982055 0.001571012936040207 0.00303416828565976 0.0035219313997108723 0.0034907279894140645 0.0012672988340359185 0.0019235394793286058 0.0030985321307606746 0.0026805271014820656 0.0021838552849803364 0.0020243825048575138 0.0028149937391208236 0.0025111740488469201 0.0020778148487857538 0.0021382479987201415 0.0035984943766260535 0.0022229485859563795 0.0034773468383351839 0.0029425081624512854 0.0017375128208290285 0.0025182380653770999 0.0029178963221515621 0.0017925717159746289 0.0023113781233395953 0.0026236267946212421 0.0015427040103355438 0.0018815932113713208 0.0012481116526835557 0.0031189035940152382 0.0026190375088028877 0.0018706936716965481 0.001260416173181852 0.00088616753221548922 leaf_weight=167074 29 32 32 31 20 501 21 20 25 33 27 20 30 420 20 1641 22 25 24 33 29 20 23 29 24 29 28 25 30 25 24 22 2100 2227 21 27 27 30 20 35 282 916 24 21 30 33 40 38 20 21 27 26 43 23 29 39 23 23 21 24 20 26 29 20 20 26 32 475 21 32 32 33 21 32 20 43 21 20 31 21 22 23 29 106 25 47 26 20 42 27 54 46 23 24 2573 leaf_count=167074 29 32 32 31 20 501 21 20 25 33 27 20 30 420 20 1641 22 25 24 33 29 20 23 29 24 29 28 25 30 25 24 22 2100 2227 21 27 27 30 20 35 282 916 24 21 30 33 40 38 20 21 27 26 43 23 29 39 23 23 21 24 20 26 29 20 20 26 32 475 21 32 32 33 21 32 20 43 21 20 31 21 22 23 29 106 25 47 26 20 42 27 54 46 23 24 2573 internal_value=0 -4.49124e-05 0.00351657 0.00477524 0.00262593 0.000948457 0.00567532 -0.000111572 0.00427074 0.00547483 0.0053513 0.00214774 0.00312124 0.00132413 -0.00011125 0.000880158 0.00551188 0.00593795 0.00553724 0.00527402 0.00546956 0.00526092 0.00625719 0.00485627 0.00502681 0.00496976 0.00406758 0.00467168 0.0043694 0.00560377 0.00422159 0.0046327 0.000846436 0.000844231 0.00337142 0.00466826 0.00195262 0.00355163 0.00335381 0.00357186 0.00148058 0.00097156 0.00205442 0.00289032 0.00292036 0.0017906 0.00164746 0.00413737 0.00422674 0.00388249 0.00461635 0.00407312 0.00421557 0.00406487 0.00324368 0.0031739 0.00300244 0.0028366 0.0038393 0.00376527 0.00369408 0.00378447 0.00390263 0.00200705 0.0030405 0.00381822 0.0037333 0.00120401 0.00244122 0.00251668 0.00265119 0.00242959 0.00237701 0.00247746 0.00221202 0.00226873 0.00246711 0.00331878 0.00200425 0.00337499 0.00320594 0.00204828 0.00278888 0.00285003 0.00208615 0.00213105 0.00222634 0.0018964 0.00210937 0.00147802 0.00295413 0.00283585 0.00157681 0.0015545 0.000867173 internal_weight=0 178328 2312 958 1354 11214 344 167114 614 323 290 689 665 1725 167094 9489 263 94 72 169 138 109 48 158 129 76 456 80 55 49 272 46 6932 6900 319 56 414 132 76 56 749 2557 254 346 326 160 96 226 167 59 47 120 92 66 187 157 85 62 184 152 131 111 87 230 170 56 58 976 275 191 97 65 94 73 41 84 41 40 64 72 43 210 156 127 187 162 115 47 89 67 130 76 329 306 4800 internal_count=180640 178328 2312 958 1354 11214 344 167114 614 323 290 689 665 1725 167094 9489 263 94 72 169 138 109 48 158 129 76 456 80 55 49 272 46 6932 6900 319 56 414 132 76 56 749 2557 254 346 326 160 96 226 167 59 47 120 92 66 187 157 85 62 184 152 131 111 87 230 170 56 58 976 275 191 97 65 94 73 41 84 41 40 64 72 43 210 156 127 187 162 115 47 89 67 130 76 329 306 4800 is_linear=0 shrinkage=0.01089 Tree=421 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 35 27 22 18 18 18 18 18 26 29 21 23 18 25 27 39 56 21 56 38 59 3 18 57 27 18 18 38 23 46 35 6 18 37 18 20 46 62 57 23 35 22 18 18 39 35 27 46 38 57 39 11 22 62 7 62 27 26 21 62 38 7 18 58 58 18 27 62 57 27 43 1 57 20 43 33 46 39 58 27 43 37 57 53 9 20 61 27 5 split_gain=238.837 97.4557 21.3782 3.58237 2.64331 2.34633 1.7116 1.27328 0.59706 0.32366 0.313821 0.258442 0.227905 0.2374 0.22542 0.525971 0.369702 0.757065 0.631835 0.330145 0.250762 0.442938 0.338049 0.262117 0.240518 0.171684 0.163853 0.211136 0.127726 0.125319 0.191189 0.0784687 0.074443 0.072835 0.0698273 0.0673715 0.0615129 0.126603 0.0569979 0.0551878 0.0548046 0.0543138 0.0535387 0.0809377 0.0646913 0.0444661 0.0428113 0.0422837 0.0421293 0.0407223 0.0406468 0.0502039 0.0479431 0.038949 0.0508929 0.0364926 0.0357003 0.0466535 0.0409138 0.0353769 0.0414179 0.0483543 0.0407763 0.0352362 0.0348848 0.0587722 0.0327171 0.0304069 0.0298255 0.0277204 0.0499806 0.0358144 0.0359766 0.0299888 0.0271548 0.025523 0.0248666 0.0702323 0.0236693 0.0337229 0.0233412 0.0223507 0.0223218 0.0258466 0.0195607 0.0191183 0.0291252 0.0191111 0.0189784 0.0255588 0.0188748 0.0187604 0.0281932 0.0420365 0.0341755 threshold=16.405999999988129 6.9060000000026784 34.437499999985455 47.344000000011881 25.188000000012838 11.007500000003349 66.218500000000873 1.4481171086382154 40.812499999989093 21.523500000000244 29.453500000012358 13.148999999999662 9.3125000000000018 7.6324999999997098 33.609249999999527 52.757499999999716 3.9180786745477048 61.289000000002495 52.155999999988133 47.412250000003048 2.0530466195608441 22.438298489716363 9.234500000000482 2.1658680707731812 9.7340000000003801 50.031500000011881 65.156500000000975 3.5000000000000004 37.781000000002685 14.567698602749983 3.0123869035490336 44.030999999988133 8.561999999987167 8.811999999987167 52.93799999999829 8.9380000000010131 45.812500000000007 -0.67619580640964327 32.093499999988133 14.438076923075782 18.242500000000295 38.718500000000866 8.9925000000002928 9.4380000000128366 10.433856000959752 27.851499999998854 35.969000000011881 38.586000000012071 14.550999999999137 9.9375000000000018 15.826648028930128 37.781000000002685 6.5813097670612892 9.0309999999972224 8.9925000000002928 14.567698602749983 11.669656662338737 -0.24999999999999994 25.771000000000644 8.833500000015194 1.0000000180025095e-35 9.7605000000003219 6.5813097670612892 32.449249999999672 0.66644814127675878 9.7605000000003219 24.554000000002819 0.43301270189221946 11.953500000012356 8.8279999999988394 8.6404999999995216 22.585500000000142 2.0170542175139397 9.3600000000003565 8.8750425868116327 7.6783430791301726 16.951259999999895 2.5000000000000004 11.800451797840596 26.452999999999523 23.024980000000074 3.0740012867084556 9.1875000000000018 7.3454550844618014 8.4769999999987267 1.8871668127936456 19.971239999999529 17.276461538461614 3.2535426630354576 33.65649999999733 0.87322439853274636 21.718749999992728 12.243199481865267 4.5818368951091193 0.45899251994083751 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 8 9 12 14 -1 28 40 45 68 13 -3 15 -5 17 19 -18 24 25 22 -22 -24 34 -21 27 29 50 30 -10 -29 -15 -30 -16 36 37 -35 59 -37 53 -41 43 44 -40 75 66 -43 -13 -14 51 76 64 54 -2 -49 57 -47 -59 -12 63 62 -62 -61 -53 -66 90 -44 -7 70 71 74 -73 -74 -11 78 -4 -78 79 84 85 -55 83 -71 -6 -60 -87 -72 -56 -90 91 92 94 -94 -42 right_child=2 5 3 6 10 11 -8 -9 26 69 38 48 49 32 16 -17 18 -19 -20 20 21 -23 23 -25 -26 -27 -28 31 33 -31 -32 -33 -34 35 -36 39 -38 -39 42 41 46 47 67 -45 -46 56 -48 55 -50 -51 -52 52 -54 81 88 -57 -58 58 80 60 61 -63 -64 -65 65 -67 -68 -69 -70 82 87 72 73 -75 -76 -77 77 -79 -80 -81 -82 -83 -84 -85 -86 86 -88 -89 89 -91 -92 -93 93 -95 -96 leaf_value=-0.00011007260228989009 0.0020144418577223923 0.0017624121560357493 0.0037181688570489938 0.0052697115658979238 0.0028151531595622869 0.0011314343462996064 0.0086313991055101142 -0.0028565757175457846 0.0036068863448876806 0.002435096049166992 0.0035662016522136548 0.0013873228998346897 0.00092743160534932377 0.00078167494888479788 0.0045620843818978242 0.0074801010870564014 0.0057074311904585532 0.0074326896070502019 0.0029928454302135619 0.0042483909374865366 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0.0033678912742258044 0.0015539227671985047 0.0034836088378704727 0.0012534985801181987 0.0025158316820734269 0.0017466982121984225 0.0021943825590623385 0.0025137208002959368 0.0029836945988639752 0.0018993188910612713 0.0023946739002846809 0.0044659955518617286 0.003609806825123219 0.0025149363245264953 0.0025035379076194849 0.0032574981863487192 0.002198757252128954 0.0023647142482150847 0.0030622725865740038 0.0032833850892009307 0.0032483332407413712 0.0027034197415483699 0.0022312512635818574 0.0018288073273438955 0.0012946777539647554 0.0017186087454661874 0.0017730671601535728 0.0020864093455031209 0.0025950788283662729 0.001525921788774514 leaf_weight=167084 29 33 34 37 24 501 21 20 25 25 30 419 1437 2122 22 20 20 21 21 25 22 30 23 21 20 20 29 24 27 25 30 25 4994 38 21 24 26 21 21 29 27 20 30 20 35 29 24 32 327 916 29 21 20 33 22 23 34 22 37 45 39 23 23 27 40 21 20 26 475 26 20 27 53 26 23 29 31 20 31 20 39 31 33 20 25 36 20 22 25 20 23 25 89 26 20 leaf_count=167084 29 33 34 37 24 501 21 20 25 25 30 419 1437 2122 22 20 20 21 21 25 22 30 23 21 20 20 29 24 27 25 30 25 4994 38 21 24 26 21 21 29 27 20 30 20 35 29 24 32 327 916 29 21 20 33 22 23 34 22 37 45 39 23 23 27 40 21 20 26 475 26 20 27 53 26 23 29 31 20 31 20 39 31 33 20 25 36 20 22 25 20 23 25 89 26 20 internal_value=0 -4.44233e-05 0.00347831 0.00472329 0.00259736 0.000937868 0.00561358 -0.000110402 0.00422428 0.00212438 0.00308729 0.00130777 0.000870827 0.000840188 0.00541673 0.00604827 0.00528083 0.00545537 0.00431998 0.00525094 0.00554634 0.00586477 0.00636686 0.00580507 0.0045877 0.00486399 0.00480344 0.00497212 0.00402333 0.00462086 0.00432186 0.00554281 0.000835902 0.00419918 0.00412125 0.0041288 0.00388201 0.00367924 0.00333475 0.0042918 0.00193138 0.00417714 0.00351299 0.00331733 0.003533 0.00285887 0.00203207 0.00433784 0.0014606 0.000963895 0.00382742 0.00376497 0.0035947 0.00177112 0.00162954 0.00417067 0.00295674 0.00301897 0.00309636 0.0032084 0.00313938 0.00296978 0.00280573 0.00333828 0.00371506 0.00385327 0.00198522 0.00377668 0.00119089 0.00241467 0.0023423 0.00243459 0.00254921 0.00266951 0.0021799 0.00269355 0.00396801 0.00413242 0.00277942 0.00289704 0.00302052 0.00198244 0.00259318 0.00275532 0.00305593 0.00292013 0.00305531 0.00200217 0.00146194 0.00159275 0.002026 0.00206346 0.00210786 0.00220211 0.00187578 internal_weight=0 178328 2312 958 1354 11224 344 167104 614 689 665 1722 9502 7149 323 57 266 225 41 204 141 96 66 44 63 45 158 129 456 80 55 49 7116 240 43 213 85 59 319 128 414 104 132 76 56 346 254 75 746 2353 216 187 102 160 96 55 217 183 154 187 157 85 62 72 82 61 230 56 976 275 196 154 106 79 48 129 85 51 100 69 132 64 79 46 49 93 56 42 67 45 210 187 162 115 47 internal_count=180640 178328 2312 958 1354 11224 344 167104 614 689 665 1722 9502 7149 323 57 266 225 41 204 141 96 66 44 63 45 158 129 456 80 55 49 7116 240 43 213 85 59 319 128 414 104 132 76 56 346 254 75 746 2353 216 187 102 160 96 55 217 183 154 187 157 85 62 72 82 61 230 56 976 275 196 154 106 79 48 129 85 51 100 69 132 64 79 46 49 93 56 42 67 45 210 187 162 115 47 is_linear=0 shrinkage=0.01089 Tree=422 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 18 27 27 18 62 18 25 18 39 18 18 18 40 28 31 4 57 51 2 64 22 28 18 51 28 28 18 33 44 8 57 63 27 22 47 28 44 39 18 56 22 22 39 18 27 2 27 34 33 50 64 18 63 22 38 40 62 27 43 31 39 47 56 38 34 58 57 56 62 56 18 56 6 62 53 45 40 56 22 52 52 18 52 52 9 22 50 34 18 split_gain=234.705 96.7859 19.918 3.27522 2.72514 2.68916 1.41446 2.65659 1.28255 0.490867 0.437867 0.422906 0.390763 0.369762 0.330336 0.322543 0.24738 0.22218 0.201755 0.268946 0.161206 0.156147 0.132398 0.232054 0.181329 0.156887 0.15603 0.118722 0.109501 0.100657 0.0852906 0.0673728 0.0587215 0.0555945 0.0569709 0.0506463 0.0784926 0.0732502 0.0716404 0.0520394 0.049899 0.0456236 0.0597834 0.0650272 0.0429124 0.0702259 0.0590234 0.0489287 0.0420869 0.0399015 0.0386771 0.044683 0.0386493 0.0377861 0.035957 0.0358634 0.0353176 0.0328045 0.0319419 0.029179 0.0446157 0.0386628 0.0571554 0.0516097 0.0429821 0.0316307 0.0311403 0.0313731 0.0288463 0.0282897 0.0345771 0.0274573 0.0259562 0.0246099 0.044745 0.0242972 0.0240525 0.0236775 0.0207215 0.0275605 0.0243474 0.0209136 0.0200733 0.019825 0.0193628 0.0327243 0.0279141 0.0185486 0.018485 0.029307 0.022934 0.0220493 0.0194876 0.0158698 0.0153363 threshold=17.421999999999574 6.9060000000026784 36.132999999997999 48.83649999999944 26.507999999999814 11.664000000002945 58.65649999999733 4.7754897132163245 0.33934879579737504 42.655999999999047 8.7809999999881274 22.585500000000142 54.605500000000582 9.7574999999997107 21.345206968380396 31.811999999987169 14.405999999988127 7.6324999999997098 8.7655000000031595 9.1244999999998999 28.995499999998305 1.5000000000000002 14.567698602749983 13.94429631493413 13.500000000000002 8.7574999999997107 42.655999999999047 38.125000000000007 8.8360000000002419 17.957219338750349 40.655999999988133 28.281500000000964 19.561999999988078 2.7138370023430229 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8.5630000000128366 18.242500000000295 9.0620000000017189 8.8290000000006348 -0.95291462550664219 16.312000000001721 15.469000000000053 13.265500000000431 9.2425000000002928 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 9 11 13 10 -8 -1 30 -5 32 14 17 18 31 49 -3 20 -20 -12 -21 23 24 -11 -24 -26 -27 76 -23 33 41 78 -4 -35 38 -37 -38 -36 -40 -41 42 -6 -44 52 47 48 -46 -47 -7 51 68 -17 75 -43 82 -56 -15 69 60 61 63 66 -13 65 -65 67 -63 -33 -34 -71 -61 -72 74 -54 -53 -19 -45 79 -2 81 87 83 -42 85 86 -74 -80 89 90 -18 -90 93 -92 -30 right_child=2 5 3 6 15 16 7 -9 -10 22 12 59 -14 57 -16 44 88 28 19 21 -22 29 25 -25 26 27 -28 -29 94 -31 -32 50 58 34 35 36 37 -39 39 40 55 54 43 77 45 46 -48 -49 -50 -51 -52 53 73 -55 56 -57 -58 -59 -60 71 -62 62 -64 64 -66 -67 -68 -69 -70 70 72 -73 84 -75 -76 -77 -78 -79 80 -81 -82 -83 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0.001653054366041036 0.0019675813050030609 0.0016391718545815297 0.0012436216606881683 0.0015713144822779494 0.0020404591274911081 0.0018414221067665475 0.0013562779446327615 0.00090056989141899682 leaf_weight=167081 32 33 31 22 26 580 24 22 20 30 29 25 38 972 31 35 28 644 20 20 25 32 36 39 22 20 28 26 2634 30 32 23 20 23 24 38 31 30 22 23 24 69 32 28 33 26 30 43 20 423 21 25 20 27 25 24 37 605 32 31 24 22 29 53 21 21 27 20 24 32 21 34 20 23 26 27 3161 28 34 42 22 22 28 25 34 36 29 37 95 35 175 21 26 58 1735 leaf_count=167081 32 33 31 22 26 580 24 22 20 30 29 25 38 972 31 35 28 644 20 20 25 32 36 39 22 20 28 26 2634 30 32 23 20 23 24 38 31 30 22 23 24 69 32 28 33 26 30 43 20 423 21 25 20 27 25 24 37 605 32 31 24 22 29 53 21 21 27 20 24 32 21 34 20 23 26 27 3161 28 34 42 22 22 28 25 34 36 29 37 95 35 175 21 26 58 1735 internal_value=0 -4.34616e-05 0.00352176 0.00483208 0.00270848 0.000935402 0.00576455 0.00752223 -0.000109217 0.00434044 0.00543648 0.0022471 0.0052912 0.000870703 0.00549713 0.00322099 0.00137465 0.00084133 0.00528985 0.00557912 0.00474095 0.00529731 0.00477258 0.00453448 0.00487336 0.0051165 0.00528043 0.00468414 0.000837719 0.00501927 0.00409542 0.00302348 0.00201893 0.00404045 0.00408863 0.0041346 0.00433937 0.004088 0.00401467 0.00392038 0.00382927 0.00291019 0.00307406 0.00293418 0.00352304 0.00364439 0.00340296 0.00388444 0.00314912 0.00128013 0.00321167 0.0032862 0.00334469 0.00344962 0.00276691 0.00393717 0.00256904 0.00102353 0.00213971 0.00255381 0.00249634 0.00254632 0.00271121 0.00241097 0.00229204 0.00216497 0.00288464 0.00307707 0.00300951 0.00219398 0.00214702 0.00276648 0.00222235 0.00349999 0.00334221 0.00326845 0.000794903 0.00316186 0.0018754 0.00202224 0.00178032 0.00170048 0.00405778 0.00420436 0.00215724 0.00206469 0.00187597 0.00179352 0.00159095 0.001547 0.0015838 0.00171242 0.00155075 0.00151803 0.000874998 internal_weight=0 178326 2217 849 1368 11225 293 46 167101 556 247 720 225 9784 187 648 1441 8207 156 102 54 82 201 119 80 82 50 46 8174 62 355 392 413 323 292 269 99 61 170 146 124 245 114 88 256 152 76 76 46 1003 147 126 104 79 131 101 62 1577 224 307 242 218 98 120 95 74 69 42 47 192 172 65 140 69 46 52 3805 56 189 74 115 93 77 49 119 85 49 71 438 322 287 116 259 233 4369 internal_count=180543 178326 2217 849 1368 11225 293 46 167101 556 247 720 225 9784 187 648 1441 8207 156 102 54 82 201 119 80 82 50 46 8174 62 355 392 413 323 292 269 99 61 170 146 124 245 114 88 256 152 76 76 46 1003 147 126 104 79 131 101 62 1577 224 307 242 218 98 120 95 74 69 42 47 192 172 65 140 69 46 52 3805 56 189 74 115 93 77 49 119 85 49 71 438 322 287 116 259 233 4369 is_linear=0 shrinkage=0.01089 Tree=423 num_leaves=96 num_cat=0 split_feature=42 34 42 42 42 42 35 27 42 42 42 42 42 41 33 21 50 42 44 8 61 6 42 35 2 21 43 42 32 31 19 25 56 23 21 22 50 42 27 42 19 37 37 61 27 47 31 47 21 49 32 21 42 2 38 45 51 56 42 46 42 19 22 21 56 21 2 12 62 56 58 56 44 21 42 61 23 26 22 56 61 0 21 49 6 62 33 33 47 57 46 21 21 47 56 split_gain=229.627 94.6896 19.4869 3.20432 2.66613 2.63094 1.64408 1.2548 0.480216 0.413743 0.361749 0.315547 0.242029 0.224326 0.564931 0.234321 0.51614 0.694553 0.33477 0.278175 0.307252 0.316116 0.217369 0.149026 0.223465 0.156318 0.148735 0.107133 0.098985 0.224918 0.180321 0.112087 0.0633533 0.0655688 0.0751992 0.0829575 0.0621513 0.0574419 0.0568172 0.0567412 0.055195 0.0522845 0.0485828 0.0457156 0.0445603 0.0429248 0.060995 0.048665 0.0414786 0.0797945 0.0746446 0.0521572 0.0390309 0.0358639 0.0356907 0.0356765 0.0348261 0.0344765 0.0320889 0.0319641 0.0295031 0.0559932 0.0285324 0.0481397 0.0483589 0.0450013 0.0282543 0.0271874 0.0355922 0.0334338 0.0268492 0.0264429 0.0253037 0.0239469 0.0237096 0.0222948 0.0248725 0.0254756 0.0448808 0.0256839 0.023733 0.023505 0.0221945 0.0206897 0.0202623 0.0269541 0.0202182 0.0301499 0.0208837 0.0195489 0.0274089 0.0190807 0.0182358 0.0182108 0.0173023 threshold=17.421999999999574 6.9060000000026784 36.132999999997999 48.83649999999944 26.507999999999814 11.664000000002945 66.218500000000873 0.33934879579737504 42.655999999999047 22.585500000000142 9.7574999999997107 31.811999999987169 14.405999999988127 60.054499999987463 17.682393885929752 2.3857782797104057 22.445500000010728 52.155999999988133 22.844000000000964 -0.75000000000000011 19.548168393782387 -0.67619580640964327 7.6324999999997098 56.155999999988133 21.500000000000004 3.0052038200453999 28.455620000000057 8.8205000000107265 41.312500000000007 28.580357142857146 45.277250000001011 27.846375000000084 8.9925000000002928 39.984500000000487 1.1935962466410353 38.586000000012071 13.860000000000356 19.561999999988078 2.6443142068993324 29.194999999999713 38.198999999999621 19.53003846153857 12.945923076922137 15.037401554404086 6.5813097670612892 43.812500000003645 22.294642857142861 46.031500000011881 1.9441900948761992 23.563142857142804 33.148500000001157 0.88317636970571256 13.085000000000493 12.500000000000002 9.8634999999958399 6.4068784569500119 8.8690827860328287 9.9560000000128657 10.63300000000004 9.328000000011345 37.781000000002685 39.20299999999407 25.398500000000244 0.39739401101776423 14.280999999988127 0.92807765030734379 18.500000000000004 -0.5 9.9894999999996816 9.3120000000003547 8.7419999999999636 9.0940000000027812 25.961000000012067 1.5411392295872108 8.1879999999973752 19.548168393782387 20.812500000000004 20.148249999993826 21.280999999988129 9.117000000000191 13.055538860103615 12.500000000000002 1.9608071042284649 12.674102040816086 -0.67619580640964327 9.3600000000003565 4.6792474070654206 8.0500423727210251 41.59399999999733 10.233537317553083 8.9925000000002928 0.10040916292852707 3.7999918420950767 49.133000000008913 11.062999999997375 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 8 9 10 13 -1 32 37 22 39 52 15 -15 19 18 -18 -17 -5 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21 26 24 25 27 27 23 23 91 42 30 24 20 33 38 399 25 20 24 leaf_count=167081 32 33 23 29 21 580 20 20 23 26 972 27 39 21 24 30 23 27 25 29 20 25 746 21 21 20 26 4403 20 20 29 21 20 38 25 20 29 54 20 30 25 29 22 20 28 20 21 20 20 23 32 23 423 37 21 22 28 20 605 25 30 20 31 29 22 20 34 23 28 46 34 38 24 29 2996 20 21 26 24 25 27 27 23 23 91 42 30 24 20 33 38 399 25 20 24 internal_value=0 -4.29882e-05 0.00348345 0.00477951 0.00267902 0.000925216 0.00570184 -0.000108028 0.00429322 0.00222266 0.000861221 0.00318595 0.00135968 0.00547987 0.00619413 0.00533822 0.00572148 0.00652725 0.00498623 0.00500988 0.00529998 0.00571939 0.000832169 0.00472065 0.00482341 0.00553904 0.00461132 0.000828597 0.00443613 0.00472488 0.00405653 0.0042817 0.00405086 0.00414046 0.00430557 0.00414665 0.00381151 0.00199697 0.00632543 0.00299059 0.00348471 0.00444863 0.00342991 0.00394711 0.00313328 0.00384732 0.00356102 0.00404116 0.00336986 0.00316785 0.00349939 0.00380535 0.00126619 0.00338957 0.00284157 0.00286393 0.00281385 0.00380941 0.00101239 0.00291945 0.00379727 0.00391521 0.00252603 0.00246918 0.00252338 0.0025792 0.0032385 0.0025074 0.00256099 0.00264663 0.00273637 0.0025889 0.00325403 0.000785889 0.000783437 0.00211644 0.00215149 0.00222589 0.00212442 0.00236594 0.00243989 0.00189975 0.00249234 0.00341485 0.001855 0.00200023 0.00300807 0.00285222 0.00318149 0.00314105 0.00324642 0.00157363 0.00263114 0.00363629 0.00176095 internal_weight=0 178326 2217 849 1368 11225 293 167101 556 720 9784 648 1441 273 45 228 105 50 55 123 94 65 8207 201 180 41 139 8174 113 64 49 44 355 262 141 103 49 413 40 392 256 54 231 121 184 101 41 60 204 80 124 55 1003 57 49 208 187 40 1577 127 93 70 307 242 216 194 135 165 145 117 65 60 69 3771 3742 224 204 150 102 49 48 53 71 45 189 74 102 54 48 101 71 438 48 40 115 internal_count=180543 178326 2217 849 1368 11225 293 167101 556 720 9784 648 1441 273 45 228 105 50 55 123 94 65 8207 201 180 41 139 8174 113 64 49 44 355 262 141 103 49 413 40 392 256 54 231 121 184 101 41 60 204 80 124 55 1003 57 49 208 187 40 1577 127 93 70 307 242 216 194 135 165 145 117 65 60 69 3771 3742 224 204 150 102 49 48 53 71 45 189 74 102 54 48 101 71 438 48 40 115 is_linear=0 shrinkage=0.01089 Tree=424 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 27 27 21 21 41 18 50 18 18 18 34 18 18 29 34 47 29 29 27 26 50 63 23 63 63 18 61 61 18 21 41 27 18 40 23 21 64 63 0 18 19 27 63 28 27 56 34 64 28 27 63 51 65 18 18 40 22 21 64 52 46 27 45 22 61 58 55 26 27 45 26 52 53 26 61 29 29 50 38 56 10 29 57 61 49 56 38 50 split_gain=224.147 89.941 20.5789 3.92915 2.67841 2.08756 1.61252 1.47303 0.400705 0.73771 0.39439 0.891505 0.678772 0.78898 0.354123 0.331401 0.273477 0.26344 0.258664 0.214212 0.159697 0.160226 0.157134 0.129268 0.26527 0.11828 0.206888 0.0937099 0.0658711 0.0870102 0.115547 0.0726425 0.0644304 0.064391 0.100536 0.0634334 0.0483436 0.0465198 0.0499284 0.0451432 0.0510587 0.0791311 0.0553606 0.0465991 0.0445416 0.0443572 0.0438821 0.0433975 0.0425997 0.0421188 0.0404768 0.0665246 0.0546893 0.0545686 0.0445652 0.0400029 0.0384113 0.0498977 0.0378194 0.0482915 0.0375393 0.0375071 0.0363628 0.0361873 0.0349667 0.0578959 0.0346098 0.0345475 0.0426567 0.031353 0.0395602 0.0384378 0.030365 0.036558 0.0339715 0.0280504 0.027469 0.0384913 0.0278767 0.0268795 0.0250777 0.0250468 0.0240418 0.0237786 0.0224487 0.022324 0.0273895 0.0210888 0.031998 0.0293727 0.0250043 0.0308974 0.024928 0.0197806 0.0195651 threshold=16.155999999988129 7.6324999999997098 34.437499999985455 44.594000000011881 24.890499999999978 10.885000000002039 65.257999999998006 0.06099110579770859 20.633713879283018 3.5793745263572285 3.0939457210779526 60.054499999987463 54.156499999999149 9.2419999999999636 30.172000000000484 20.210999999999334 39.562500000010921 6.9060000000026784 13.148999999999662 9.0940000000005075 47.530999999988133 8.9925000000002928 54.796999999998668 50.53149999999733 48.929499999987463 2.0530466195608441 52.429749999999338 25.45299999998679 8.4195690004214914 44.687499999989093 11.657932374052255 13.404634654011117 9.8739999999961601 19.880992227979281 20.927178756476714 27.820500000010728 8.4297734919060492 20.929499999999965 1.5087117010388602 36.969000000011881 9.0309999999972224 36.828499999999629 2.1216738969464495 8.7574999999997107 15.150895800952247 14.500000000000002 22.585500000000142 8.5312500000000018 3.9046281848491389 13.306662401450595 31.56249999998909 1.9724248314544823 8.9842500000020227 29.780999999988129 8.3125000000109157 25.531000000002681 2.7704892571454507 14.05879392328931 9.6918373843049483 33.875500000009204 14.273500000000015 11.882499999999711 9.1244999999998999 19.062500000000004 3.3640605115116764 8.4060000000017698 8.6329999999998126 9.0619999999989904 3.6307196363168126 7.2648640909493301 21.655999999988129 15.467777202072478 9.1870000000026284 14.532943298969203 26.765499999999523 2.9186839762473347 6.8214397858717808 30.222749999999909 8.8130000000128366 42.21899999999733 35.95299999999407 14.912647668393783 26.390499999999523 40.171499999998566 16.030999999999043 26.406000000000862 9.3130000000128366 -0.91424293627231534 19.052000000001502 3.3590298410372763 9.690497409326424 11.578765306122451 9.5625000000000018 29.81249999998909 10.510500000000322 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 16 15 17 8 -1 10 -10 12 20 23 -14 35 63 39 -3 61 47 -12 -22 -23 24 -5 -25 27 -27 -18 30 -30 -32 -21 -33 -35 36 72 -17 -39 40 41 42 -4 79 49 46 58 -19 -31 76 52 -52 55 54 -54 -16 -53 -58 59 -40 -20 -7 -47 82 65 -64 -65 68 83 70 -48 -71 73 74 -6 -36 -37 85 -79 -42 -70 -75 84 -41 87 86 -78 -2 90 -90 -89 -92 -93 -57 -69 right_child=2 5 3 6 14 18 -8 -9 9 -11 11 -13 13 -15 50 37 28 19 60 32 21 22 -24 25 -26 26 -28 -29 29 48 31 33 -34 34 75 44 -38 38 45 67 43 -43 -44 -45 -46 62 69 -49 -50 -51 51 56 53 -55 -56 93 57 -59 -60 -61 -62 -63 64 66 -66 -67 -68 94 80 71 -72 -73 -74 81 -76 -77 77 78 -80 -81 -82 -83 -84 -85 -86 -87 -88 88 89 -91 91 92 -94 -95 -96 leaf_value=-0.00010649609563292898 0.0014323910057949766 0.001958296897986839 0.003109089883793114 0.0053065158565568172 0.0027296933178546758 0.0010778377351802918 0.0082602629839504428 -0.0030605679716576898 0.0046676575239208568 0.0074532043328141805 0.0041530138436625154 0.0025438200258378939 0.0081200180077447576 0.005115781180113097 0.0038783201006785365 0.0017575032662480847 0.0036464402996883999 0.00075229597772063302 0.0013333199161154915 0.00087398939235392153 0.0045972723063739075 0.0051122649592780598 0.0063902702556837311 0.0047716053638342344 0.003782478931210071 0.0065236473225552781 0.0046869451485184498 0.0055458483223369982 0.0050318000936153797 0.0042597264594149585 0.0038532337020187359 0.0049973839103075613 0.00097562312995326972 0.0036271026714020313 0.004248047468863125 0.0033103621305656189 0.002146656034608676 0.0019008529099149843 0.0020575026010285383 0.0037687541410315341 0.0038836638914872788 0.0042612543255364779 0.0039007298859049127 0.0029851618051585211 0.0024950300851558126 0.0019261344217556507 0.0027507283595397209 0.0008170549025430917 0.003597393081575515 0.0034194697748736445 0.0040352419317115865 0.0029351592825100155 0.0028240693761876143 0.0026201062218573143 0.0033910383741816252 0.0030679866122019649 0.0038907003932772432 0.0031109946597781676 0.0018738294787536821 0.00274582418076407 0.0014940912367451672 0.0012095767910369226 0.0025666754504731436 0.002436496458424065 0.0025948353655285612 0.0017928139478906758 0.0018548566466311711 0.0043848301347078995 0.0037158568773399806 0.0031994300868286984 0.0020560473259726578 0.0025565454990609886 0.0022983596215890283 0.0032423537087237345 0.0021937911233482531 0.0048551945353243597 0.002589142180630128 0.0034069569362864529 0.0028215535007593247 0.0033797687725607302 0.0042005080368713926 0.0028019190840307662 0.0014259078678144784 0.0032040792075012908 0.0021160869443990122 0.0024091721658089176 0.0031562516510739388 0.0020012265853698308 0.0022147230811132759 0.0018103617968044251 0.0014020681609825667 0.0015487275946016058 0.0020010169864471054 0.0035536183563024521 0.0039404469950036856 leaf_weight=167352 23 25 21 31 43 539 22 20 21 25 21 21 21 21 20 20 20 1883 363 2758 30 30 20 39 25 20 25 35 34 25 34 22 1023 20 20 21 20 33 23 20 25 32 24 22 24 41 21 3639 26 27 22 22 27 28 51 28 22 20 21 28 345 508 21 20 36 27 35 24 30 21 20 27 20 20 23 24 25 22 21 34 30 114 25 21 24 24 20 24 32 75 51 31 30 20 38 leaf_count=167352 23 25 21 31 43 539 22 20 21 25 21 21 21 21 20 20 20 1883 363 2758 30 30 20 39 25 20 25 35 34 25 34 22 1023 20 20 21 20 33 23 20 25 32 24 22 24 41 21 3639 26 27 22 22 27 28 51 28 22 20 21 28 345 508 21 20 36 27 35 24 30 21 20 27 20 20 23 24 25 22 21 34 30 114 25 21 24 24 20 24 32 75 51 31 30 20 38 internal_value=0 -4.39381e-05 0.00334422 0.00457739 0.0025005 0.000906128 0.00538774 -0.00010685 0.00522307 0.00618488 0.0050921 0.00459198 0.00537267 0.0066219 0.0029868 0.00203122 0.0039731 0.000841287 0.00125074 0.000838278 0.00501694 0.00524222 0.00562651 0.00507193 0.00462833 0.00527959 0.00552556 0.00590429 0.00426647 0.00432644 0.00445889 0.00429548 0.0009015 0.00446901 0.00428535 0.00279182 0.00267254 0.00227771 0.00231012 0.00376712 0.00362952 0.00383742 0.00353355 0.00343058 0.00294693 0.0023571 0.00247911 0.00079498 0.00392425 0.0030142 0.00330442 0.00350546 0.00320448 0.00304466 0.00319596 0.00345217 0.00332163 0.00352183 0.00227368 0.00243693 0.00141174 0.00114181 0.00219933 0.00180519 0.00233183 0.00213294 0.00206772 0.00389983 0.00376704 0.00264441 0.00241377 0.00283967 0.00272001 0.00276179 0.00254412 0.00458203 0.00293119 0.00285924 0.00312324 0.00359507 0.00396004 0.00286837 0.00175913 0.00348201 0.00178765 0.00269341 0.00284317 0.00175775 0.0017883 0.00193197 0.00167479 0.00160422 0.00177224 0.00327239 0.00411435 internal_weight=0 178455 2346 953 1393 11083 407 167372 385 46 339 122 217 42 684 709 546 9328 1755 9303 101 80 50 175 56 119 80 55 225 205 154 120 3781 86 64 424 240 339 319 321 158 77 45 81 184 286 161 5522 51 160 260 86 174 106 78 68 64 42 72 51 708 1047 125 370 84 48 55 163 101 89 41 48 220 200 66 44 133 112 43 59 60 134 315 41 290 69 45 266 243 107 136 112 61 48 62 internal_count=180801 178455 2346 953 1393 11083 407 167372 385 46 339 122 217 42 684 709 546 9328 1755 9303 101 80 50 175 56 119 80 55 225 205 154 120 3781 86 64 424 240 339 319 321 158 77 45 81 184 286 161 5522 51 160 260 86 174 106 78 68 64 42 72 51 708 1047 125 370 84 48 55 163 101 89 41 48 220 200 66 44 133 112 43 59 60 134 315 41 290 69 45 266 243 107 136 112 61 48 62 is_linear=0 shrinkage=0.01089 Tree=425 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 39 27 21 21 29 39 46 18 18 18 34 21 21 46 18 18 29 65 33 27 50 33 34 2 23 34 18 63 18 52 21 35 27 18 34 63 5 18 20 63 39 28 27 56 34 56 28 28 6 37 59 4 27 63 51 65 18 18 22 52 45 22 27 33 63 63 45 26 52 52 2 56 33 55 33 46 18 37 35 29 50 39 35 50 56 57 59 18 split_gain=219.297 87.9928 20.1336 3.8441 2.62042 2.04234 1.57759 1.44131 0.392007 0.721708 0.385825 0.825414 0.749895 0.478702 0.34645 0.324226 0.267541 0.257738 0.25771 0.280139 0.268338 0.253055 0.209568 0.209562 0.184763 0.136155 0.128362 0.116101 0.0704174 0.0822005 0.111818 0.0666817 0.0761463 0.0630742 0.0625335 0.0620548 0.0571939 0.047282 0.0455024 0.0488394 0.0441467 0.0444287 0.0435651 0.0433885 0.0429209 0.0424557 0.0411889 0.0405309 0.0395873 0.0650653 0.053494 0.0533713 0.0436021 0.0395196 0.0391199 0.038521 0.0408004 0.0575847 0.0487032 0.0375646 0.0487997 0.0369897 0.0472334 0.0367191 0.0366889 0.0353953 0.0338516 0.0306604 0.0386919 0.0292168 0.0287171 0.0307922 0.0353593 0.0268587 0.037644 0.0272576 0.0265352 0.0595553 0.0326041 0.0263263 0.0246764 0.0371717 0.0264814 0.0438516 0.0246541 0.0241992 0.023513 0.0219538 0.0248471 0.0273497 0.0217397 0.0213201 0.017898 0.0157726 0.0152938 threshold=16.155999999988129 7.6324999999997098 34.437499999985455 44.594000000011881 24.890499999999978 10.885000000002039 65.257999999998006 0.62740521540861571 20.633713879283018 3.5793745263572285 3.0939457210779526 57.479000000003005 21.345206968380396 8.8744999999998999 30.172000000000484 20.210999999999334 39.562500000010921 6.9060000000026784 0.5359869401566334 1.1271282092117145 8.9380000000010131 13.148999999999662 9.0940000000005075 47.530999999988133 54.796999999998668 7.3554929749673237 3.5114264907551243 8.9534999999996234 15.989433781142035 34.906500000011881 18.500000000000004 43.265499999997708 9.5544999999881401 9.8125000000000018 13.589082140158856 27.820500000010728 8.867000000000191 8.4297734919060492 20.905999999999043 1.5087117010388602 36.969000000011881 8.9380000000010131 15.150895800952247 -0.68096195430208828 22.585500000000142 8.547000000005939 13.306662401450595 14.328012053700023 31.56249999998909 1.9724248314544823 8.9842500000020227 29.780999999988129 9.3130000000128366 40.655999999988133 25.531000000002681 -0.95394862377089173 27.958500000000083 53.875000000000007 2.5000000000000004 2.7704892571454507 14.05879392328931 9.6918373843049483 33.875500000009204 14.273500000000015 11.882499999999711 19.062500000000004 8.6329999999998126 7.2648640909493301 21.655999999988129 3.6307196363168126 7.1567165368703032 10.98327791152732 7.5576210789664398 6.8214397858717808 30.222749999999909 8.8130000000128366 8.8280000000006584 18.500000000000004 9.9560000000128657 4.5242019203067931 14.532943298969203 5.9314296417702161 9.4690000000000527 27.156499999997326 23.168269230769237 31.898499999999334 26.390499999999523 16.030999999999043 5.140121663499424 23.398500000000016 14.351999999998954 9.234500000000482 7.0084701163862251 50.656000000002685 7.7579999999998117 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 16 15 17 8 -1 10 -10 12 23 18 27 35 65 40 -3 -5 26 25 64 45 -12 -25 -21 -20 -14 29 31 53 32 34 -24 -18 37 -30 80 -17 -40 41 -4 46 70 61 94 73 76 50 -50 54 52 -52 -31 -16 -42 57 90 -58 -51 -61 62 -45 -23 -7 86 -67 68 -46 -69 71 72 -41 -37 84 -76 93 78 -78 -56 81 -6 83 -82 91 -73 87 88 92 -90 -57 -75 -2 -43 -19 right_child=2 5 3 6 14 21 -8 -9 9 -11 11 -13 13 -15 48 38 28 22 19 20 -22 63 33 24 -26 -27 -28 -29 36 30 -32 -33 -34 -35 -36 42 -38 -39 39 43 55 47 -44 44 67 -47 -48 -49 49 59 51 -53 -54 -55 79 56 58 -59 -60 60 -62 -63 -64 -65 -66 66 -68 69 -70 -71 -72 85 -74 74 75 -77 77 -79 -80 -81 82 -83 -84 -85 -86 -87 -88 -89 89 -91 -92 -93 -94 -95 -96 leaf_value=-0.00010532770630976963 0.0017350302707066913 0.0019369891703635575 0.0039602308881950829 0.0038771082190085715 0.0027923520446615393 0.0010661005650408313 0.0081703955090697156 -0.0029570804215560396 0.0046168780666863479 0.0073721078319204476 0.0041078332088745548 0.0030341131468695861 0.007600108672298057 0.005144898635897374 0.0038361299808232462 0.0017383843655836301 0.0035746959156216442 0.00055620892657615292 0.0051783597061808885 0.0047469784485581401 0.0053814850566691512 0.001318800921299637 0.00086342119748937453 0.0047127473518222716 0.0058724701066158744 0.0034996401908615909 0.0064377821948149562 0.0063826713339764545 0.0042057649778664188 0.0033036787455561945 0.0045068439752603603 0.0049403103626804038 0.0047560150511066083 0.00096232058496143076 0.0044460105346137849 0.0032743487331936601 0.0033621190225244209 0.0021233037557122415 0.0018801659559063741 0.0023044883757959767 0.0035058708133831433 0.0033960116117886124 0.0024678832570585716 0.002035117060778158 0.0027208031768853227 0.00080861726884429023 0.0033822609965805891 0.0039341631109870122 0.0039913405361072119 0.002903226202293887 0.0027714911876051732 0.0025915949080114217 0.0033432824881558373 0.0039899083419452867 0.003541824234941282 0.0040978261624154428 0.0040762561172258778 0.0046329419541207735 0.0033719486404431153 0.0038483715374977977 0.0030771518721508261 0.0018534440823617729 0.0027159448051860533 0.0014778216063003212 0.0011964050666663627 0.0024099911384696427 0.0018346694990570961 0.0031391433359811661 0.0020336807296317187 0.0025696256441673521 0.0025648506159486142 0.0025852525120859441 0.0017266719197150582 0.0025604086839969066 0.0033698909477811053 0.0027908578146028729 0.0036140893772481741 0.0040302065046807136 0.0029759899612184534 0.0029959257520629124 0.0027448454391666311 0.0022807223075472951 0.0024830423352968506 0.0032923216560982109 0.0023363950948675789 0.0020698603618608874 0.0014103929127764812 0.0020930631534150472 0.0022570653691318674 0.0017293585688018293 0.0036175150869600546 0.0030475870377581053 0.0014708185384414412 0.0029211534623605848 0.00075006093625947835 leaf_weight=167351 176 25 33 26 33 539 22 21 21 25 21 32 21 28 20 20 21 51 20 21 38 363 2701 30 39 22 21 20 21 21 35 33 30 1080 21 21 20 20 33 20 33 20 24 23 21 3587 27 22 22 22 25 28 53 23 21 38 23 20 28 22 20 21 28 345 508 20 35 20 20 28 20 22 38 24 22 21 21 21 21 27 93 39 32 23 21 25 25 24 22 28 21 24 40 20 1884 leaf_count=167351 176 25 33 26 33 539 22 21 21 25 21 32 21 28 20 20 21 51 20 21 38 363 2701 30 39 22 21 20 21 21 35 33 30 1080 21 21 20 20 33 20 33 20 24 23 21 3587 27 22 22 22 25 28 53 23 21 38 23 20 28 22 20 21 28 345 508 20 35 20 20 28 20 22 38 24 22 21 21 21 21 27 93 39 32 23 21 25 25 24 22 28 21 24 40 20 1884 internal_value=0 -4.34596e-05 0.00330784 0.00452759 0.0024733 0.000896261 0.00532912 -0.000105686 0.00516625 0.0061176 0.00503671 0.00454203 0.00531422 0.00625567 0.00295431 0.00200913 0.00392988 0.000832126 0.00487428 0.00508585 0.00470888 0.00123712 0.000829149 0.00507703 0.00537025 0.00411149 0.0058271 0.00701052 0.00422006 0.00431376 0.0040393 0.00451913 0.00432431 0.000891683 0.00401304 0.00276145 0.00379686 0.00264345 0.00225293 0.00228499 0.00372613 0.00359003 0.00291488 0.00233146 0.00245215 0.000786323 0.00298142 0.00349142 0.00326847 0.00346733 0.00316961 0.00301153 0.00316117 0.00366477 0.00341462 0.00385741 0.00394584 0.00410853 0.00369168 0.00328551 0.00348352 0.00224895 0.00241042 0.00139637 0.00112937 0.00178555 0.00204523 0.00261565 0.00238752 0.00280878 0.00217541 0.00210046 0.00192717 0.00289931 0.00282814 0.00308927 0.0033958 0.00354336 0.00329736 0.00323679 0.00269041 0.00251636 0.00277452 0.00285422 0.00266411 0.00231275 0.00173999 0.0017682 0.00173863 0.00196296 0.0039287 0.00280581 0.00168638 0.00316095 0.000744972 internal_weight=0 178455 2346 953 1393 11083 407 167372 385 46 339 122 217 69 684 709 546 9328 148 122 81 1755 9303 90 69 43 41 41 225 184 79 105 72 3781 42 424 41 240 339 319 321 158 184 286 161 5522 160 125 260 86 174 106 78 44 68 163 130 79 51 64 42 72 51 708 1047 370 55 89 41 48 125 105 58 133 112 43 103 63 42 48 220 72 148 116 69 47 315 290 266 50 59 48 216 40 1935 internal_count=180801 178455 2346 953 1393 11083 407 167372 385 46 339 122 217 69 684 709 546 9328 148 122 81 1755 9303 90 69 43 41 41 225 184 79 105 72 3781 42 424 41 240 339 319 321 158 184 286 161 5522 160 125 260 86 174 106 78 44 68 163 130 79 51 64 42 72 51 708 1047 370 55 89 41 48 125 105 58 133 112 43 103 63 42 48 220 72 148 116 69 47 315 290 266 50 59 48 216 40 1935 is_linear=0 shrinkage=0.01089 Tree=426 num_leaves=96 num_cat=0 split_feature=18 40 18 18 18 18 57 4 40 18 18 19 41 18 18 39 21 52 31 35 18 18 2 18 18 51 21 23 56 39 10 61 3 40 23 18 18 18 21 39 47 52 18 39 39 31 27 59 56 25 18 18 10 19 52 63 63 31 61 37 25 57 43 28 39 3 2 19 40 40 62 27 57 65 62 64 43 21 18 2 25 35 59 50 61 62 52 65 19 28 41 27 50 52 51 split_gain=214.445 87.0413 19.5415 3.71947 2.47667 2.11416 1.30173 1.256 1.81188 0.63917 0.349664 0.328694 0.725966 0.30899 0.255563 0.238125 0.325271 0.483378 0.23999 0.198167 0.193714 0.208894 0.116504 0.0900227 0.0813169 0.22298 0.261877 0.157464 0.149009 0.0902395 0.0779451 0.0650171 0.109903 0.0636904 0.0567154 0.0541408 0.0531478 0.0483895 0.0480375 0.0670651 0.0533092 0.0449924 0.0446753 0.0412611 0.0380846 0.0378259 0.035572 0.032691 0.0358855 0.0563916 0.0316263 0.0297796 0.0412378 0.0457038 0.044793 0.0371133 0.0333763 0.0292657 0.0737767 0.0382875 0.0467241 0.0279038 0.0259368 0.0297188 0.0271362 0.0269308 0.0393385 0.0468484 0.0252756 0.0374877 0.0238393 0.0233514 0.0250352 0.0220775 0.0216065 0.0460921 0.0340565 0.0290571 0.0343292 0.0334145 0.0331659 0.0253166 0.0377989 0.0274351 0.0204313 0.0357998 0.0299891 0.0203714 0.0179727 0.0168529 0.0444622 0.0165357 0.0152719 0.0158242 0.0151119 threshold=16.405999999988129 5.2884999999896545 34.969000000011881 49.406000000002685 25.188000000012838 10.885000000002039 1.7594939777283225 1.5000000000000002 8.9380000000010131 41.58849999999439 30.172000000000484 60.406250000000007 60.054499999987463 21.523500000000244 13.148999999999662 21.345206968380396 1.856508854001494 8.7655000000031595 49.952000000000105 53.085999999999338 7.6324999999997098 9.1875000000000018 4.5000000000000009 38.187500000000007 44.594000000011881 14.088490900400517 2.916815472395152 47.313000000009204 9.7340000000003801 13.559556551046978 -0.52625006705264832 19.820272020725394 10.500000000000002 8.9380000000010131 27.851499999998854 18.530999999988129 8.5625000000000018 14.640500000000431 4.5516463504996647 14.034888463932218 48.132499999999716 7.9924999999993824 9.8739999999961601 15.826648028930128 7.977762240693516 39.674142857143259 7.6783430791301726 42.312499999985455 9.0309999999994961 18.347624999999883 11.953500000012356 32.562000000001724 -0.050649168838713086 33.39049999999407 8.7419999999999636 14.05879392328931 13.099506312156157 27.910714285714288 19.762468911917107 23.507192307692517 39.119125000000174 11.800451797840596 12.830620000000001 27.656500000011878 11.275284149363747 10.500000000000002 15.500000000000002 28.038999999993397 9.0309999999972224 8.7655000000031595 9.3125000000000018 4.5818368951091193 10.5971741659211 50.390500000001346 9.3120000000030831 8.2809999999881274 20.696679999999763 1.1494020728149466 23.88249999999994 20.500000000000004 20.601499999999763 33.031500000000968 35.875000000000007 20.312500000003642 13.055538860103615 8.6875000000000018 9.0154999999997489 39.312500000000007 20.429749999999903 32.882999999999818 35.632999999999818 3.9046281848491389 15.719000000011876 9.0620000000017189 9.0338481644710438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 9 13 20 -1 8 -5 23 34 12 15 35 50 16 19 -18 -17 -9 -3 36 -11 43 29 26 -26 -27 -29 -24 -31 32 38 -33 46 71 -22 -16 39 -25 -41 -12 -23 57 47 -32 61 48 87 70 -7 52 53 56 -54 89 -43 58 73 -59 -61 68 -36 65 -65 66 67 -64 69 -6 -50 72 84 -4 76 94 77 79 80 -15 -79 82 -77 -84 85 -2 -87 -37 -49 90 -53 -68 93 -39 -76 right_child=2 5 3 7 10 14 -8 11 -10 22 41 -13 -14 74 37 18 17 -19 -20 -21 21 42 24 31 25 27 -28 28 -30 30 45 33 -34 -35 62 44 -38 92 -40 40 -42 51 -44 -45 -46 -47 -48 88 49 -51 -52 55 54 -55 -56 -57 -58 59 -60 60 -62 -63 63 64 -66 -67 91 -69 -70 -71 -72 -73 -74 -75 75 81 -78 78 -80 -81 -82 -83 83 -85 -86 86 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00010420273729906236 0.0020365636186593528 0.0016216654021775953 0.0037581299121287591 0.0094212425876334226 0.0029446283872605694 0.0010659134591996021 -0.002881208975268554 0.0050720895666691518 0.0049256384530777433 0.0038029433517067757 0.0037142147768834738 0.0041536473609238523 0.0070782514234302403 0.0020894032035366447 0.0013134635034281158 0.005076869949764592 0.004564753613200947 0.0065252476483849305 0.0067157883806941206 0.0037546867000427097 0.0007404871041082452 0.00086475013676323633 0.0048656617462876197 0.0034444318357794916 0.0063328146879785439 0.0037137935773383611 0.0046373208076108596 0.0042113772588969131 0.0053014174216389331 0.0037428656187387024 0.0048145207951975893 0.0033562382368836309 0.0048020228182345196 0.0040656020377753425 0.0032192249678115663 0.0014677180092341187 0.0008075289213809074 0.0014188053839617222 0.0044492294792042968 0.0037163328951263187 0.0045473585483618842 0.0028204842560117273 0.00095363799763416909 0.0040445559644498993 0.0023210525985015752 0.004154468066184836 0.0021642930578190641 0.0018486333642642825 0.0026296975883139395 0.001847271258587172 0.0011875944277063716 0.0036066989860691579 0.003159767294151183 0.0036829797283762047 0.0025466372281196222 0.0030229037252713789 0.0033578797466546173 0.0030799404870766145 0.0042286767125923747 0.0038410813247631761 0.0032843193290955173 0.002331425865711079 0.0032451329255890064 0.0030780110362862555 0.0026998348940546926 0.0024151196562902733 0.0022644040153622677 0.0026516140692813888 0.0030545254107765996 0.0022799100730532839 0.0020985601271228758 0.0013666009575112291 0.0013730313249214819 0.0032621880354035343 0.0029342260737923094 0.0020138887727698352 0.0025835908007945459 0.0021266414929223721 0.0022920005116475483 0.0026944222120529873 0.001527422508636879 0.0019755244272414521 0.0028876675290530501 0.002300205657950347 0.0019335954918571052 0.0013457313793367911 0.0018577843867797564 0.0019130629704783638 0.0013718440212659175 0.0037322173833436484 0.0029926499637708431 0.0027126187511547625 0.0017867895451258982 0.0016095425202136749 0.002487415830799848 leaf_weight=167327 24 36 24 23 20 571 20 24 20 27 23 27 28 27 454 23 33 28 21 33 2168 2059 31 32 20 26 25 32 30 34 21 33 25 31 20 21 4073 200 21 20 20 31 1013 30 30 27 26 20 24 50 475 36 30 22 30 37 29 26 27 42 36 28 33 66 40 36 20 34 24 23 20 23 20 26 21 22 25 21 29 20 25 27 20 21 71 39 22 34 20 23 26 25 21 76 21 leaf_count=167327 24 36 24 23 20 571 20 24 20 27 23 27 28 27 454 23 33 28 21 33 2168 2059 31 32 20 26 25 32 30 34 21 33 25 31 20 21 4073 200 21 20 20 31 1013 30 30 27 26 20 24 50 475 36 30 22 30 37 29 26 27 42 36 28 33 66 40 36 20 34 24 23 20 23 20 26 21 22 25 21 29 20 25 27 20 21 71 39 22 34 20 23 26 25 21 76 21 internal_value=0 -4.24723e-05 0.00330051 0.00452419 0.00247874 0.00088934 -0.000104535 0.00562948 0.00733437 0.00409248 0.00294544 0.00529083 0.0054518 0.00202196 0.00123147 0.00516963 0.00491 0.00546706 0.00586257 0.00431155 0.000823572 0.00082048 0.00449862 0.00381006 0.00457453 0.00476299 0.00539412 0.00443872 0.0047409 0.00435161 0.00415573 0.0039915 0.00414786 0.0037015 0.00273425 0.00183403 0.000784247 0.00138496 0.00397066 0.00382942 0.00413473 0.00323578 0.000894077 0.00365304 0.00195359 0.00444582 0.00253321 0.00189486 0.00197043 0.0021021 0.00112122 0.0031937 0.00308033 0.00324433 0.00285467 0.00332487 0.00308178 0.00358753 0.00375845 0.00345998 0.00358543 0.00263338 0.00282272 0.00279112 0.00293613 0.00268667 0.00277324 0.00294529 0.00275838 0.00259102 0.00239003 0.00170212 0.00174564 0.00350229 0.00230326 0.00240874 0.00220802 0.0021304 0.0019927 0.00234855 0.00180243 0.00226591 0.00238922 0.00258879 0.00179304 0.00167486 0.00153144 0.00174416 0.00161178 0.0034552 0.00335075 0.00251519 0.00149406 0.00147155 0.00271285 internal_weight=0 178493 2305 926 1379 11146 167347 260 43 666 682 217 190 697 1797 162 118 61 44 57 9349 9313 273 393 246 133 45 88 62 113 82 182 118 64 395 418 6241 751 93 72 40 287 3072 211 219 48 121 189 149 94 1046 264 142 82 60 122 60 181 77 104 78 95 274 254 106 148 112 67 67 43 44 199 176 50 279 132 147 122 75 47 46 90 63 41 156 85 61 55 40 85 62 45 297 276 42 internal_count=180798 178493 2305 926 1379 11146 167347 260 43 666 682 217 190 697 1797 162 118 61 44 57 9349 9313 273 393 246 133 45 88 62 113 82 182 118 64 395 418 6241 751 93 72 40 287 3072 211 219 48 121 189 149 94 1046 264 142 82 60 122 60 181 77 104 78 95 274 254 106 148 112 67 67 43 44 199 176 50 279 132 147 122 75 47 46 90 63 41 156 85 61 55 40 85 62 45 297 276 42 is_linear=0 shrinkage=0.01089 Tree=427 num_leaves=96 num_cat=0 split_feature=18 40 18 18 18 18 57 12 40 18 33 31 33 18 0 31 22 18 18 18 18 45 53 18 23 2 21 50 18 39 49 23 23 18 18 18 33 0 49 44 49 56 18 58 39 39 9 45 57 33 59 56 22 33 50 22 45 25 21 22 18 3 39 59 22 29 46 58 46 55 62 45 47 55 38 29 21 49 49 56 22 53 22 22 47 46 46 62 9 45 33 58 56 50 59 split_gain=209.805 85.156 19.1186 3.63896 2.42303 2.06837 1.27356 1.2288 1.77262 0.625316 0.357245 0.708508 0.564058 0.342084 0.331326 0.609365 0.486301 0.302302 0.250025 0.189518 0.204366 0.145979 0.117146 0.164493 0.124538 0.139556 0.0984817 0.208673 0.0880586 0.085139 0.0571338 0.0554698 0.0541096 0.0529618 0.0519926 0.0473371 0.0454215 0.0512381 0.0656286 0.0599267 0.0695962 0.061551 0.0437032 0.0425921 0.040348 0.0372484 0.0392884 0.0349758 0.0411834 0.0409102 0.0325494 0.040113 0.0423397 0.0321512 0.0487458 0.0315464 0.0377729 0.0406374 0.0490634 0.0355401 0.0309357 0.0303772 0.0315745 0.0278166 0.0278015 0.0436966 0.0382161 0.0314311 0.0301388 0.0294476 0.0270993 0.0396401 0.0415628 0.039912 0.0276226 0.0296786 0.0343823 0.0269856 0.0314783 0.0251613 0.024691 0.0243418 0.0227068 0.0278991 0.0293155 0.0221757 0.04202 0.0213962 0.0206359 0.0205522 0.0196824 0.0188759 0.0165728 0.0149352 0.0148224 threshold=16.405999999988129 5.2884999999896545 34.969000000011881 49.406000000002685 25.188000000012838 10.885000000002039 1.7594939777283225 0.25000000000000017 8.9380000000010131 41.58849999999439 3.5514657902993245 52.299071428571814 2.9820270341773116 30.172000000000484 10.500000000000002 29.486571428569736 50.155999999988133 21.523500000000244 13.148999999999662 7.6324999999997098 9.1875000000000018 19.636622697628646 65.156000000000873 44.594000000011881 50.469000000011881 20.500000000000004 1.9608071042284649 13.860000000000356 38.187500000000007 13.077821167537843 18.454081632653065 27.851499999998854 44.687499999989093 18.530999999988129 8.5625000000000018 14.640500000000431 3.2492230205456676 12.500000000000002 17.860336734693828 31.718499999988129 19.435581632652823 9.1255000000001036 9.8739999999961601 7.9924999999993824 15.826648028930128 7.977762240693516 0.81970999721622506 6.5492312613838957 7.0867376387398417 10.168544166719643 42.312499999985455 9.0309999999994961 17.765499999999523 5.2872438620642113 25.937500000014555 29.194999999999713 11.090228200466404 39.119125000000174 2.9610096462186681 35.905999999988133 11.953500000012356 11.500000000000002 8.7996789187093771 51.343499999988133 23.719000000011878 31.812999999996467 9.7189999999973242 8.8279999999988394 8.6879999999982847 12.214237113402055 8.9887500000002962 14.833412419544389 42.34399999999733 22.464561855670105 32.187500000014559 32.020499999998727 1.547149637234309 11.679204081632411 17.153693877551081 8.9069999999996998 31.328500000012358 30.843999999997326 23.88249999999994 24.43700000000263 37.859500000000487 9.0309999999972224 8.6879999999982847 9.7190000000118761 0.61132034890850739 11.767324756994549 3.0740012867084556 8.7030000000122545 9.234500000000482 15.719000000011876 23.586000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 9 17 19 -1 8 -5 28 12 14 -9 31 15 16 -12 33 60 -3 34 -16 23 29 25 26 -25 -28 44 -11 -31 77 -32 85 -21 -20 -30 39 -39 40 41 -38 -22 80 55 46 50 -33 -49 53 51 79 -53 61 91 -4 -57 59 -59 -58 -7 62 63 -50 65 66 67 68 92 -70 -45 72 74 -73 75 -72 -77 -6 81 -35 -15 -79 -66 -84 -85 86 88 -74 -2 -80 -87 -55 -19 -37 -54 right_child=2 5 3 7 13 18 -8 10 -10 22 11 -13 -14 43 21 -17 -18 64 35 20 42 -23 -24 24 -26 -27 27 -29 36 30 32 47 -34 45 -36 93 37 38 -40 -41 -42 -43 -44 70 -46 -47 -48 48 49 -51 -52 52 94 54 -56 56 57 58 -60 -61 -62 -63 -64 -65 82 -67 -68 -69 69 -71 71 73 87 -75 -76 76 -78 78 89 -81 -82 -83 83 84 -86 90 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-0.00010306796978205911 0.0018384374392934671 0.0016040158907468136 0.0038830694516887743 0.0093187399047682199 0.0021245464522403825 0.0010543061028266897 -0.0028498659388388695 0.0055054680432847988 0.0048720550690167629 0.0047797812652164871 0.0058122815921382558 0.0070578413071159156 0.0031040945372784352 0.0032812583481524227 0.0050434981401243561 0.0067216488239160823 0.0039006890881196203 0.0024938499462228625 0.0012991605737135417 0.00073242328220380465 0.00085533311184964847 0.0037778143000948032 0.0038661880662715486 0.0048728822083841418 0.0056235918591763974 0.0053846873934504909 0.0032442479905135002 0.0047671387358366839 0.0034951108202644597 0.0035871461695664076 0.0045307880345753539 0.003136651131170422 0.0038444227221842374 0.00196981002663156 0.0007987349848339138 0.0014555256793647138 0.0035947675781173461 0.0047764278004398721 0.0039734115947938006 0.004376468216446168 0.003294606133119723 0.0043877882870036146 0.00094325311350242601 0.0034357064645072323 0.0040005419347561837 0.0022957942385010309 0.0014546124741369321 0.0023308792957808105 0.0030454611970357633 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0.0021461029214429215 leaf_weight=167327 59 36 31 23 20 571 20 25 20 27 33 28 22 31 21 33 31 27 454 2168 2059 24 37 35 20 25 20 24 25 24 35 33 26 30 4073 276 26 22 32 23 30 24 1013 34 30 30 24 27 21 23 34 24 22 26 22 32 36 20 23 39 475 31 41 21 20 27 20 32 24 28 22 33 20 26 24 24 32 30 24 20 21 26 31 22 20 41 36 20 27 21 36 29 28 21 35 leaf_count=167327 59 36 31 23 20 571 20 25 20 27 33 28 22 31 21 33 31 27 454 2168 2059 24 37 35 20 25 20 24 25 24 35 33 26 30 4073 276 26 22 32 23 30 24 1013 34 30 30 24 27 21 23 34 24 22 26 22 32 36 20 23 39 475 31 41 21 20 27 20 32 24 28 22 33 20 26 24 24 32 30 24 20 21 26 31 22 20 41 36 20 27 21 36 29 28 21 35 internal_value=0 -4.20098e-05 0.00326461 0.00447497 0.00245177 0.000879656 -0.000103397 0.00556823 0.00725458 0.00404796 0.00523327 0.00546735 0.00438392 0.0029134 0.00515253 0.00551369 0.00488839 0.00199997 0.00121806 0.000814604 0.000811546 0.00437118 0.00444968 0.00454068 0.00481816 0.00466189 0.00443142 0.00407744 0.00376861 0.00423238 0.00405703 0.0027045 0.00424013 0.00181408 0.000775707 0.00136988 0.00394808 0.00401955 0.00430283 0.00386991 0.00372281 0.00397767 0.00088434 0.00320058 0.0036133 0.00193234 0.00187425 0.00279201 0.00274443 0.00279624 0.00193493 0.0020143 0.00216655 0.00274187 0.00256265 0.0035485 0.00347863 0.00357236 0.00329199 0.00373176 0.00110901 0.00286218 0.00297494 0.00275439 0.00227821 0.00219837 0.00226824 0.00220206 0.00210931 0.00191523 0.00313545 0.00308416 0.00318611 0.00283727 0.00306422 0.00316817 0.00330725 0.00250566 0.00258039 0.00176629 0.00349301 0.00275832 0.00243707 0.00234292 0.0025314 0.00168361 0.00158934 0.00349445 0.00172144 0.00235716 0.00183213 0.00238413 0.00229148 0.00147779 0.00200059 internal_weight=0 178493 2305 926 1379 11146 167347 260 43 666 217 170 47 682 142 97 64 697 1797 9349 9313 45 273 236 124 104 79 44 393 112 85 395 61 418 6241 751 182 157 54 103 80 50 3072 287 211 219 189 274 241 214 165 131 81 191 77 181 150 118 43 75 1046 114 83 42 279 186 159 139 107 52 235 201 142 59 102 78 56 121 101 50 52 56 93 73 42 199 122 40 86 45 77 55 55 297 57 internal_count=180798 178493 2305 926 1379 11146 167347 260 43 666 217 170 47 682 142 97 64 697 1797 9349 9313 45 273 236 124 104 79 44 393 112 85 395 61 418 6241 751 182 157 54 103 80 50 3072 287 211 219 189 274 241 214 165 131 81 191 77 181 150 118 43 75 1046 114 83 42 279 186 159 139 107 52 235 201 142 59 102 78 56 121 101 50 52 56 93 73 42 199 122 40 86 45 77 55 55 297 57 is_linear=0 shrinkage=0.01089 Tree=428 num_leaves=96 num_cat=0 split_feature=24 24 24 24 24 24 24 62 39 53 24 39 56 24 21 24 24 24 28 24 12 31 50 26 32 37 27 27 37 53 50 61 49 24 22 24 27 63 24 50 27 28 9 46 44 39 27 19 12 39 28 39 7 27 44 52 27 61 27 28 24 39 49 26 44 44 52 27 49 53 19 9 9 21 31 50 22 64 33 24 33 62 53 62 59 51 40 38 33 63 27 5 44 0 19 split_gain=206.313 83.701 18.6578 3.45584 2.26174 2.1477 1.83318 2.9844 1.5764 0.418177 0.487723 0.330658 0.612817 0.328867 0.314533 0.29708 0.27642 0.215717 0.204709 0.208382 0.186461 0.206638 0.138199 0.159239 0.15629 0.148575 0.127194 0.124984 0.131259 0.0590389 0.0815379 0.0618174 0.0627869 0.05896 0.0576425 0.053923 0.0517537 0.0669014 0.0425017 0.0415957 0.0408918 0.0404104 0.0380725 0.0375073 0.0412333 0.0422392 0.0942687 0.0636708 0.0351948 0.0348202 0.0346716 0.0386664 0.0345552 0.0465184 0.033344 0.0327377 0.0311834 0.0306966 0.0302305 0.0289075 0.0396317 0.0511108 0.028828 0.0404762 0.0289867 0.0477731 0.0299804 0.0286253 0.0426149 0.0287735 0.0278531 0.0322311 0.0349262 0.063525 0.0452 0.0272935 0.0344626 0.0262762 0.0307174 0.0262677 0.0247902 0.03603 0.0224522 0.0222583 0.0211268 0.0210958 0.0209924 0.0195188 0.0193355 0.0262119 0.0213926 0.0198049 0.0179124 0.0237575 0.0178843 threshold=16.687500000002732 7.6324999999997098 34.969000000011881 44.594000000011881 25.953500000011449 10.937999999997375 58.65649999999733 9.0940000000005075 0.62740521540861571 65.156000000000873 54.156499999999149 22.438298489716363 9.234500000000482 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29.562000000001721 8.867000000000191 1.9333721656094618 16.595030612244923 43.312499999989093 18.652249999994641 -0.6880826349756709 0.68808263497567124 2.916815472395152 25.888357142857529 18.686999999990807 19.405999999988129 8.7574999999997107 6.6694014402659691 14.550999999999137 5.2872438620642113 9.4220000000029831 19.639999999987598 9.3600000000003565 47.406500000011881 3.3247830487325998 6.9060000000026784 26.226500000000673 3.9068923890734881 6.3762861543069373 0.90976847930637594 -0.8524275557064086 13.773500000000015 12.500000000000002 7.8242500000001209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 17 13 18 9 -8 -1 10 20 12 -11 75 -12 50 35 43 -3 38 -5 22 23 -22 26 -25 -24 28 -26 30 31 -19 -33 -21 40 -7 -34 42 94 -39 -15 55 -38 44 45 47 56 52 54 -31 59 -52 53 -4 -42 -17 58 70 -47 60 61 -6 -57 -64 65 67 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0.0025468275937343605 0.0030660244940753536 0.0025078612033195488 0.001772897438734676 0.0026491681747079824 0.0018794610466642844 0.0023999876504625863 0.0013621404095142883 0.0021218881723179808 0.0021089676152111813 0.0027440775085396329 0.0014653677034924433 0.0025796041825441435 0.002026005342143158 0.0020536349440713857 0.0012636660409348238 0.0024526480017118264 0.001506629523573695 0.00077699308225943485 0.0026294661613591509 0.0012701643190747348 0.0017356714433246394 0.001612832418116693 0.0015844743622481716 0.0022680374895072044 0.0021133242117058575 0.00071744487500805454 leaf_weight=167332 21 22 38 23 35 570 25 21 20 20 23 21 26 36 22 26 259 20 46 2719 28 26 26 21 22 31 20 30 22 21 28 23 30 1111 44 611 26 24 20 33 20 33 23 20 23 33 21 26 23 21 55 34 32 20 25 33 36 22 23 36 36 52 22 30 22 21 20 23 23 35 46 43 35 21 21 21 32 29 39 357 34 26 31 23 35 21 3974 21 22 47 22 20 22 23 1476 leaf_count=167332 21 22 38 23 35 570 25 21 20 20 23 21 26 36 22 26 259 20 46 2719 28 26 26 21 22 31 20 30 22 21 28 23 30 1111 44 611 26 24 20 33 20 33 23 20 23 33 21 26 23 21 55 34 32 20 25 33 36 22 23 36 36 52 22 30 22 21 20 23 23 35 46 43 35 21 21 21 32 29 39 357 34 26 31 23 35 21 3974 21 22 47 22 20 22 23 1476 internal_value=0 -4.13435e-05 0.00324893 0.00443965 0.00243696 0.000871589 0.00519199 0.0072426 -0.000102251 0.00493021 0.00510819 0.00414743 0.00466649 0.00202397 0.00615833 0.00291462 0.00121648 0.00385169 0.000805425 0.000802946 0.00491779 0.00482049 0.00469933 0.00434044 0.00493755 0.00470142 0.0054453 0.00462007 0.00499659 0.00408544 0.00400637 0.00409378 0.00416774 0.000864724 0.00222018 0.00111876 0.00407448 0.00419187 0.000760043 0.00392766 0.002133 0.00317359 0.00449681 0.00363729 0.00359897 0.0035523 0.00370848 0.00339927 0.00218214 0.00447226 0.00269692 0.00288832 0.00353944 0.00337112 0.00222304 0.00312499 0.00355393 0.00226379 0.00372334 0.00262951 0.00275407 0.0026235 0.00308105 0.00313344 0.00307513 0.00301829 0.00269018 0.0031387 0.00302558 0.00286162 0.00230922 0.00225594 0.00215871 0.00236184 0.00197982 0.00175034 0.00177885 0.00241101 0.00249452 0.00140374 0.00251192 0.00234097 0.001735 0.0015047 0.00265524 0.00178343 0.000778796 0.00234351 0.00173571 0.00158809 0.00182944 0.00190665 0.00200511 0.00186889 0.000710804 internal_weight=0 178517 2289 928 1361 11165 407 46 167352 361 294 67 46 730 45 631 1797 521 9368 9346 249 226 200 80 120 52 46 74 44 249 207 179 159 3830 425 1181 136 106 5516 57 292 288 49 272 252 229 113 116 256 42 343 89 90 58 233 255 92 213 56 254 123 87 229 196 174 152 41 111 81 58 191 166 120 56 64 305 284 133 104 616 131 60 252 44 71 208 3994 65 177 69 108 87 65 43 1522 internal_count=180806 178517 2289 928 1361 11165 407 46 167352 361 294 67 46 730 45 631 1797 521 9368 9346 249 226 200 80 120 52 46 74 44 249 207 179 159 3830 425 1181 136 106 5516 57 292 288 49 272 252 229 113 116 256 42 343 89 90 58 233 255 92 213 56 254 123 87 229 196 174 152 41 111 81 58 191 166 120 56 64 305 284 133 104 616 131 60 252 44 71 208 3994 65 177 69 108 87 65 43 1522 is_linear=0 shrinkage=0.01089 Tree=429 num_leaves=96 num_cat=0 split_feature=24 40 24 24 24 24 23 21 27 62 22 53 51 51 24 24 24 55 55 55 25 24 24 24 25 26 53 27 34 53 51 23 29 26 22 63 24 53 24 24 27 29 39 40 4 52 27 20 24 39 27 53 44 39 27 22 40 55 24 21 58 40 39 21 21 26 38 21 7 40 58 33 38 65 51 63 40 53 11 10 32 58 32 51 22 62 51 52 5 63 53 12 29 23 56 split_gain=201.849 81.9021 18.2541 3.38105 2.21276 2.07012 1.87768 1.19073 0.407257 1.22139 0.33401 0.468417 0.41006 0.515035 0.321733 0.29065 0.269841 0.261472 0.355904 0.261923 0.232418 0.211033 0.194446 0.195947 0.17206 0.170542 0.0971897 0.0817164 0.080822 0.0577421 0.0722664 0.0611992 0.0969184 0.0707807 0.0563817 0.0542374 0.0521976 0.0518451 0.0466734 0.0414567 0.0399985 0.0513544 0.0689506 0.044962 0.0411865 0.0394169 0.036194 0.054365 0.0350048 0.0340442 0.0330242 0.0333099 0.0329131 0.0320903 0.0931858 0.0568681 0.0511108 0.0424926 0.0319033 0.0474483 0.0385138 0.0330083 0.0368765 0.0329424 0.0314192 0.0299262 0.0296485 0.0292803 0.0286289 0.0430636 0.0382316 0.0511981 0.0284389 0.0257849 0.0298152 0.0254737 0.0334803 0.02422 0.0410151 0.024433 0.0283495 0.057881 0.0248729 0.024008 0.0227606 0.0217691 0.0206919 0.0199699 0.0189689 0.0178916 0.0159704 0.0154442 0.0144677 0.0140403 0.0134144 threshold=16.687500000002732 5.2884999999896545 34.969000000011881 44.594000000011881 25.953500000011449 10.885000000002039 65.257999999998006 0.10040916292852707 20.633713879283018 9.0940000000005075 57.906500000011881 59.780999999988133 20.745157725692827 22.72097910140738 20.210999999999334 30.172000000000484 13.148999999999662 22.643036082474097 14.011025773195879 24.762242268041241 47.412250000003048 39.164000000000676 7.6324999999997098 9.1244999999998999 44.929750000000247 51.464749999999192 57.426999999999687 2.2353091138583965 8.8985000000011514 58.297500000011503 15.86091532222005 44.687499999989093 44.28149999999733 28.911500000005621 23.719000000011878 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9.0620000000017189 -0.91507307026059792 13.099506312156157 29.186999999987169 0.25000000000000017 19.438000000011474 33.646000000000647 10.33600000000297 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 21 14 22 8 -1 10 -10 11 17 -13 -14 77 58 48 18 -5 -19 24 52 -3 39 28 27 -21 -22 -20 30 31 32 33 -23 40 -32 -25 -35 -18 -24 -16 42 65 44 -43 -17 47 -47 -7 -31 51 -45 53 55 64 -4 -57 -58 59 60 61 62 83 84 72 75 -63 -66 69 93 -71 -72 -55 -36 -75 -42 -77 85 -79 80 82 -82 90 -6 89 -2 -85 -40 -81 91 -80 -60 -90 -48 -76 right_child=2 5 3 6 15 16 -8 -9 9 -11 -12 12 13 -15 34 45 38 19 20 26 25 29 23 36 -26 -27 -28 -29 -30 49 35 -33 -34 37 73 -37 -38 -39 87 -41 41 43 -44 50 -46 46 68 -49 -50 -51 -52 -53 -54 54 -56 56 57 -59 63 -61 -62 66 -64 -65 67 -67 -68 -69 -70 70 71 -73 -74 74 94 76 -78 78 79 88 81 -83 -84 86 -86 -87 -88 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0.0015910649308183403 0.0017546303262444094 0.0028634003249108611 0.0017491609948649249 0.0022433369090315209 0.0020692236047137533 0.0026586121599235118 0.0021371039955665892 leaf_weight=167330 21 35 36 21 45 541 21 20 21 23 21 26 21 22 36 21 454 20 21 24 20 34 2006 2611 29 35 26 21 35 21 20 32 33 31 20 20 1077 37 232 3610 38 22 34 23 20 23 20 29 509 21 27 20 23 24 23 21 30 36 21 20 31 21 21 37 20 32 28 20 106 25 20 23 39 41 39 20 20 25 20 21 24 20 51 22 26 23 27 92 33 20 21 24 46 21 33 leaf_count=167330 21 35 36 21 45 541 21 20 21 23 21 26 21 22 36 21 454 20 21 24 20 34 2006 2611 29 35 26 21 35 21 20 32 33 31 20 20 1077 37 232 3610 38 22 34 23 20 23 20 29 509 21 27 20 23 24 23 21 30 36 21 20 31 21 21 37 20 32 28 20 106 25 20 23 39 41 39 20 20 25 20 21 24 20 51 22 26 23 27 92 33 20 21 24 46 21 33 internal_value=0 -4.08933e-05 0.00321359 0.00439136 0.00241045 0.000862089 0.00513551 -0.000101148 0.00496225 0.00595592 0.00483397 0.00474567 0.00394513 0.00459989 0.00200196 0.00288291 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207 167 135 102 425 40 3688 68 778 5616 292 256 144 112 42 288 267 52 1050 42 70 43 272 249 126 123 87 66 343 215 195 164 115 128 103 110 49 40 215 109 68 43 63 133 113 78 40 305 261 236 136 44 92 94 91 44 49 324 100 65 41 45 79 41 72 internal_count=180806 178517 2289 928 1361 11167 407 167350 386 44 342 321 69 43 730 631 1828 252 182 70 161 521 9339 9304 85 76 50 41 56 249 207 167 135 102 425 40 3688 68 778 5616 292 256 144 112 42 288 267 52 1050 42 70 43 272 249 126 123 87 66 343 215 195 164 115 128 103 110 49 40 215 109 68 43 63 133 113 78 40 305 261 236 136 44 92 94 91 44 49 324 100 65 41 45 79 41 72 is_linear=0 shrinkage=0.01089 Tree=430 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 18 49 18 57 29 19 18 18 53 18 49 18 18 18 9 2 34 33 58 18 47 40 18 53 18 45 33 33 47 33 62 18 22 58 18 22 22 63 58 33 2 62 62 22 29 22 41 4 18 53 45 50 29 19 9 18 40 35 37 63 18 22 45 25 53 33 47 37 12 22 25 56 3 22 40 1 11 63 34 37 49 47 49 57 10 50 19 3 18 45 split_gain=194.279 79.4539 17.0215 3.21 1.97119 1.9215 1.22558 0.626495 3.01526 0.639977 0.382723 0.28899 0.28205 0.248303 0.237367 0.213746 0.210703 0.222207 0.198206 0.185719 0.171894 0.103198 0.18415 0.159601 0.12848 0.185355 0.118114 0.074777 0.0698155 0.0648483 0.0565812 0.0564537 0.0706213 0.0728172 0.060462 0.0451964 0.0445478 0.0422834 0.0405536 0.0393564 0.0381224 0.0397991 0.0366663 0.0354566 0.0539537 0.0417902 0.0336607 0.0321547 0.0318979 0.0351546 0.0335494 0.0346761 0.0329684 0.0317559 0.0305625 0.0321771 0.0303999 0.04064 0.0346539 0.0287988 0.0280495 0.0278751 0.0428284 0.0266622 0.0247829 0.0233551 0.0230685 0.0263755 0.0222862 0.0220581 0.0404852 0.0338808 0.0344385 0.0420229 0.0478814 0.0293647 0.0219521 0.0214601 0.0282153 0.0213989 0.0204199 0.0262944 0.0203982 0.0196452 0.0195923 0.0193989 0.0190156 0.0189756 0.0189242 0.0299419 0.0187705 0.0426281 0.0343634 0.0186598 0.0177039 threshold=16.405999999988129 6.9060000000026784 33.905999999999047 44.594000000011881 24.890499999999978 11.132499999999938 9.1090612244897429 58.65649999999733 18.648517342140469 65.156500000000975 51.671999999999578 38.687500000000007 28.5630000000092 59.062500000000007 20.210999999999334 26.712846938775517 9.436999999987167 7.6324999999997098 13.773500000000015 -0.6880826349756709 24.500000000000004 8.8985000000011514 5.6101780873136677 8.4769999999987267 48.83649999999944 49.406000000002685 8.9060000000004056 8.7574999999997107 58.297500000011503 31.312500000003642 10.167599308296973 14.872451447055276 13.361718046189781 43.812500000003645 8.854982517917362 9.0464999999994706 12.257999999999813 13.132499999999711 9.0620000000017189 27.156499999997326 37.687499999989093 29.194999999999713 12.76174162288156 7.9924999999993824 9.6073425028051975 8.5000000000000018 9.2419999999999636 9.9059999999990413 23.719000000011878 33.180000000002117 23.88249999999994 31.686999999990807 2.5000000000000004 18.242500000000295 54.172000000004125 18.894103078349467 17.813000000000105 23.813000000012838 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33 -32 61 -5 -7 -6 39 76 41 68 -33 -31 45 -45 -47 -48 49 52 -50 -52 56 80 77 -56 57 58 -16 83 -18 -35 -63 -41 -60 -20 67 -54 -4 70 71 72 73 74 -14 -76 87 -43 -79 -30 81 -2 -65 -55 88 -85 -87 -39 89 -83 -80 92 -92 -19 -40 right_child=2 5 3 7 12 18 -8 8 -10 -11 13 28 29 -15 48 -17 60 27 65 21 -22 22 24 -25 -26 -27 -28 -29 79 43 31 42 -34 34 -36 -37 -38 38 94 63 -42 54 -44 44 -46 46 47 -49 50 -51 51 -53 66 59 55 -57 -58 -59 64 -61 -62 62 -64 82 -66 -67 -68 -69 -70 -71 -72 -73 -74 -75 75 -77 -78 78 90 -81 -82 84 -84 85 -86 86 -88 -89 -90 -91 91 -93 -94 -95 -96 leaf_value=-9.9753799327125694e-05 0.0013049250411403205 0.0016713506855712736 0.0034491254359969672 0.0050577123305027205 0.0020095046083025356 0.0010403610391498139 -0.0027943127296312566 0.0085181949522374328 0.0029331256974427194 0.0028993675825267412 0.0052851431253316461 0.004335701676302527 0.0033031365307053945 0.0046726713278269355 0.0024338016226706392 0.00654378739088682 0.00085659870208812394 0.00067026591882982307 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21 26 20 2810 28 leaf_count=167173 41 32 23 28 20 534 20 27 20 20 36 29 22 31 21 31 1121 641 304 20 25 23 20 28 34 25 25 4066 25 30 28 22 29 22 24 20 559 22 21 30 39 24 33 21 32 24 22 20 21 23 20 33 20 35 27 20 30 69 23 29 824 24 21 22 21 230 32 29 22 20 28 20 24 40 27 31 27 39 33 20 29 21 27 22 33 35 41 97 22 20 21 26 20 2810 28 internal_value=0 -4.07901e-05 0.00313843 0.00422346 0.00233256 0.00085052 -0.000100077 0.00495526 0.00614455 0.00480211 0.00491183 0.00369394 0.00275753 0.00549249 0.00191698 0.0058698 0.00079125 0.000765175 0.00119635 0.00468182 0.00515016 0.00448569 0.00431798 0.00492674 0.00398917 0.00359916 0.00485657 0.000761309 0.00394796 0.00296228 0.00386892 0.00380166 0.00391603 0.00379409 0.00394701 0.0047591 0.00111213 0.00250583 0.0025418 0.00260509 0.00345426 0.00340308 0.003492 0.00314004 0.00305129 0.00319512 0.00333391 0.00313699 0.00211827 0.00206126 0.00232371 0.00217232 0.00210014 0.0017069 0.00333687 0.00359481 0.00219098 0.00226283 0.00206221 0.00181739 0.00089243 0.00377147 0.00393672 0.00280644 0.00188315 0.00136862 0.00191536 0.00176112 0.00370972 0.00283692 0.00279846 0.0027305 0.00279054 0.00271171 0.00285945 0.00268954 0.00249556 0.00326187 0.00320535 0.00435282 0.00159868 0.00154112 0.00264103 0.00188647 0.0016414 0.00196806 0.00188155 0.00256184 0.00175686 0.001899 0.00330712 0.00319209 0.00341772 0.000723906 0.00224959 internal_weight=0 178314 2309 984 1325 11121 167193 413 47 366 346 571 655 98 670 67 9494 7549 1627 248 73 175 127 48 79 45 48 7517 277 361 232 203 148 119 91 48 1093 294 274 225 294 255 55 149 119 87 66 42 342 268 74 53 245 328 210 47 164 134 65 162 1945 67 45 79 44 534 81 49 45 212 192 164 144 120 80 58 146 163 139 45 166 137 49 133 96 98 76 119 63 41 100 67 41 3451 49 internal_count=180623 178314 2309 984 1325 11121 167193 413 47 366 346 571 655 98 670 67 9494 7549 1627 248 73 175 127 48 79 45 48 7517 277 361 232 203 148 119 91 48 1093 294 274 225 294 255 55 149 119 87 66 42 342 268 74 53 245 328 210 47 164 134 65 162 1945 67 45 79 44 534 81 49 45 212 192 164 144 120 80 58 146 163 139 45 166 137 49 133 96 98 76 119 63 41 100 67 41 3451 49 is_linear=0 shrinkage=0.01089 Tree=431 num_leaves=96 num_cat=0 split_feature=18 46 18 18 18 18 57 18 57 29 23 41 18 18 21 9 18 18 18 18 21 62 21 62 61 61 2 18 44 23 18 18 21 49 45 61 21 21 44 21 65 65 21 18 27 58 44 51 49 26 41 41 65 44 5 44 2 51 1 27 62 18 18 19 51 51 26 44 27 9 21 9 46 46 18 61 18 5 26 61 46 46 26 9 21 46 47 9 2 11 26 34 49 47 34 split_gain=190.075 77.7624 16.6531 3.14049 1.92852 1.87659 1.29616 0.612909 2.94996 0.626102 0.471804 0.395557 0.28272 0.275942 0.258493 0.24892 0.23222 0.218232 0.193354 0.166052 0.160286 0.284552 0.201115 0.194747 0.0945296 0.0934454 0.0905502 0.125369 0.0795901 0.0727632 0.0707335 0.0704943 0.0953741 0.0594054 0.0938827 0.0475162 0.0473244 0.0739934 0.0460893 0.0813554 0.0660168 0.0534426 0.0440192 0.0431979 0.0429896 0.0414246 0.039572 0.0407271 0.100609 0.0749775 0.0771483 0.0543457 0.0497631 0.0432669 0.0390811 0.0386795 0.0365786 0.0335199 0.0374245 0.033321 0.0338304 0.0317264 0.0310587 0.0308671 0.0399248 0.0307873 0.0303602 0.0324206 0.0300203 0.0281671 0.0266102 0.0241945 0.0275236 0.0507802 0.0228425 0.0225352 0.0220393 0.0219738 0.0397642 0.023403 0.0217689 0.024362 0.0209329 0.0205763 0.0205448 0.0200774 0.0226953 0.0233153 0.0195557 0.0379655 0.0270812 0.0192114 0.0189697 0.0185943 0.0178898 threshold=16.405999999988129 4.2889999999988513 33.905999999999047 44.594000000011881 24.890499999999978 11.132499999999938 1.7819538683605003 58.65649999999733 18.648517342140469 65.156500000000975 54.405999999988133 57.625500000009204 38.687500000000007 28.5630000000092 2.5300280630934884 -0.6880826349756709 20.210999999999334 9.3675000000002928 13.773500000000015 7.6324999999997098 2.3422912126804389 9.4535000000141753 4.0220233713865827 9.6095000000000272 13.171792746114006 18.514088082901619 24.500000000000004 51.437500000000007 31.718499999988129 50.469000000011881 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22 45 24 23 22 33 22 46 26 53 45 49 34 33 24 24 23 56 61 52 10 43 19 26 24 24 24 34 46 44 49 38 22 26 43 10 26 28 24 27 38 25 29 62 32 61 23 23 3 25 32 52 26 28 28 10 43 43 10 9 22 9 61 56 52 22 46 63 63 22 45 22 62 62 61 27 22 33 52 12 split_gain=179.343 74.3712 15.2039 2.81306 4.2623 2.53051 2.0776 0.841674 0.54948 0.678879 0.368083 0.355764 0.333977 0.290683 0.281346 0.203182 0.240958 0.181174 0.134404 0.252381 0.13427 0.104609 0.0950157 0.21999 0.13906 0.203762 0.0899393 0.0807038 0.08042 0.0706306 0.0662173 0.0568835 0.0948779 0.0829961 0.0516111 0.0520819 0.0469766 0.0467836 0.0558739 0.0452635 0.0436403 0.0432923 0.0420883 0.0437979 0.0421899 0.0592574 0.0680012 0.0486176 0.065343 0.064427 0.0405823 0.037529 0.0619088 0.0325008 0.0324957 0.0374829 0.0368236 0.0535286 0.0289078 0.0392209 0.0285692 0.0281465 0.0279317 0.0395488 0.0271967 0.037693 0.0265599 0.0258381 0.035311 0.0241914 0.0223222 0.0257937 0.0307338 0.0218809 0.0205357 0.0287954 0.0207832 0.0200465 0.0199795 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75 68 91 57 54 125 76 53 67 242 195 166 42 190 475 132 343 131 50 74 49 3553 212 112 44 53 49 42 108 521 internal_count=180957 178744 2213 787 112 1426 11234 675 91 59 295 683 743 270 9795 248 55 1439 7640 7598 42 380 193 65 128 60 40 7577 68 394 7553 105 60 45 212 121 275 289 253 2155 387 356 249 67 182 156 55 101 81 60 182 233 191 964 166 146 123 97 108 80 145 3575 66 46 117 75 68 91 57 54 125 76 53 67 242 195 166 42 190 475 132 343 131 50 74 49 3553 212 112 44 53 49 42 108 521 is_linear=0 shrinkage=0.01089 Tree=435 num_leaves=96 num_cat=0 split_feature=24 19 24 24 56 24 24 24 55 65 27 24 24 24 25 23 24 21 43 45 49 53 23 22 22 27 40 55 6 24 24 21 56 52 28 62 43 19 26 61 24 24 24 34 46 26 28 21 21 64 24 34 52 49 64 45 61 24 62 34 62 21 21 21 26 26 21 61 31 32 21 47 26 28 26 55 6 24 21 45 34 56 52 22 46 61 55 6 49 8 52 56 65 47 43 split_gain=175.462 72.7603 14.8749 2.75213 4.17005 2.47578 2.03263 0.823441 0.67536 0.835944 0.709596 0.348052 0.326731 0.275247 0.229547 0.249391 0.177256 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190 475 132 343 131 71 45 41 108 79 58 138 118 96 is_linear=0 shrinkage=0.01089 Tree=436 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 56 35 18 18 27 18 29 26 45 51 32 2 51 18 40 22 37 6 31 26 64 38 44 31 18 57 64 28 22 45 37 4 40 38 52 18 18 37 62 31 40 31 22 6 40 38 46 26 35 10 56 63 63 6 52 6 27 56 59 62 28 65 38 44 46 51 38 44 27 18 18 51 52 9 27 56 49 44 32 49 57 46 63 64 37 49 57 2 9 split_gain=173.939 71.2924 14.8601 2.70419 2.01018 1.98546 1.28036 1.14256 0.277756 0.26374 0.24078 0.23954 0.203782 0.487555 0.172866 0.456115 0.367832 0.192705 0.201156 0.16585 0.165716 0.156628 0.139992 0.183104 0.455907 0.345396 0.230801 0.0780993 0.113795 0.071202 0.066085 0.0632518 0.0604333 0.0554072 0.0691717 0.0568951 0.0570189 0.0625396 0.0591169 0.0602125 0.0860029 0.0541255 0.049042 0.0488012 0.0428675 0.03942 0.0380511 0.0370039 0.0328955 0.0417787 0.0503122 0.0298938 0.029776 0.0359064 0.0338404 0.0283963 0.0280616 0.0276272 0.0270388 0.0270241 0.0297755 0.0267751 0.0350739 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84 294 198 96 41 363 201 158 103 48 180 143 110 51 72 52 129 105 334 175 159 155 40 115 40 55 102 57 336 922 83 62 253 95 52 85 52 72 479 41 107 61 83 63 69 49 83 58 46 3467 43 146 125 is_linear=0 shrinkage=0.01089 Tree=438 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 23 18 27 62 18 34 23 27 39 39 27 56 37 18 18 18 23 27 19 65 27 23 51 34 59 6 44 53 18 18 44 34 34 18 56 44 27 49 55 52 23 62 18 65 59 56 6 18 18 34 18 0 40 44 11 7 56 51 40 45 38 2 58 18 27 49 44 18 2 44 52 56 37 23 5 27 32 18 11 53 51 61 62 38 26 35 62 51 44 split_gain=166.977 67.853 15.0779 2.84822 1.95486 1.71364 1.62313 0.344797 0.326912 1.11564 0.297429 0.220348 0.229513 0.216922 0.808353 0.422921 0.358802 0.487986 0.332928 0.192339 0.188324 0.175269 0.1379 0.112108 0.0907002 0.146484 0.118062 0.0969655 0.0934432 0.0872094 0.0939646 0.0863099 0.0740509 0.0716208 0.0640223 0.0603004 0.0588692 0.0562331 0.0566956 0.0519308 0.0738923 0.0615363 0.0517339 0.045701 0.0361119 0.0405864 0.0385186 0.0451697 0.0340435 0.0333608 0.0533589 0.0411448 0.0370469 0.0326767 0.0322041 0.0309709 0.030923 0.057338 0.039378 0.0362186 0.034761 0.0304258 0.0339305 0.0277282 0.0273325 0.0271385 0.0363316 0.0382519 0.0311036 0.0255124 0.0267418 0.0238564 0.0476734 0.0332125 0.0427491 0.0230052 0.0216609 0.0233418 0.0250276 0.0202279 0.0195332 0.0190733 0.0182567 0.0172258 0.022436 0.0230779 0.0534552 0.0249077 0.0210013 0.0308534 0.0221933 0.0301743 0.017917 0.015655 0.0150884 threshold=16.687500000002732 1.0000000180025095e-35 35.444999999999716 47.344000000011881 24.655999999988129 11.187500000000002 65.257999999998006 29.453500000012358 20.633713879283018 9.0940000000005075 39.562500000010921 7.5309999999881265 8.4455000000120908 2.9186839762473347 21.345206968380396 22.438298489716363 5.4054436088265829 9.0630000000001036 19.53003846153857 13.632999999997994 9.3675000000002928 20.210999999999334 57.062500000000007 2.0530466195608441 45.277250000001011 59.53149999999733 16.766954719536304 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56 52 43 43 45 56 26 29 9 3 6 18 45 34 46 56 18 27 39 26 20 53 27 57 53 45 28 61 29 50 45 20 23 62 18 32 39 23 27 18 57 39 split_gain=163.364 66.3833 14.7516 2.78657 1.9125 1.67653 1.58799 0.337382 0.319816 1.09147 0.290978 0.215582 0.224538 0.212192 0.790821 0.413747 0.351022 0.477398 0.368672 0.188169 0.184241 0.17147 0.1349 0.109664 0.0887124 0.249871 0.115482 0.0948515 0.100713 0.0915672 0.0849966 0.0746335 0.068153 0.0626351 0.0589903 0.0523098 0.0506044 0.050485 0.0549451 0.0492301 0.0369111 0.0367117 0.0329934 0.0327277 0.0319754 0.0315015 0.0302434 0.0560868 0.0371892 0.0312639 0.0296872 0.0414338 0.0314459 0.0283255 0.0273921 0.027311 0.0454096 0.0757458 0.0264369 0.0411295 0.0510695 0.0460644 0.0345852 0.0261205 0.0259944 0.032129 0.0307385 0.026511 0.0252881 0.0249531 0.0261582 0.0241303 0.041775 0.0292608 0.0326577 0.024042 0.0238828 0.0242944 0.0239495 0.0228589 0.0290101 0.0231863 0.0498574 0.0202493 0.0200621 0.0197862 0.0191312 0.0276941 0.0161759 0.0161029 0.015621 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9586 57 277 95 182 141 62 79 1635 9529 619 41 60 298 59 239 209 161 104 54 50 48 7240 7220 396 318 134 58 57 270 76 50 42 2289 1017 278 128 50 78 262 116 146 246 81 165 145 124 150 122 91 68 46 52 375 186 159 115 93 618 391 124 104 66 46 75 301 257 223 192 78 114 67 40 69 2099 104 59 47 40 45 44 5121 41 189 is_linear=0 shrinkage=0.01089 Tree=440 num_leaves=96 num_cat=0 split_feature=18 18 18 18 56 18 39 18 18 49 51 35 18 18 28 18 29 18 28 31 31 43 65 41 28 39 31 39 39 18 22 38 46 18 18 39 18 31 32 29 22 63 40 19 10 56 38 22 64 39 22 46 32 3 49 57 18 23 63 38 2 39 23 39 43 43 22 56 65 40 43 10 32 57 10 51 18 53 56 58 10 29 57 3 18 18 64 51 51 23 41 12 64 57 23 split_gain=158.638 64.0605 14.8314 2.4209 4.0915 2.22849 1.69765 1.56546 1.01266 0.605256 1.22656 0.334524 0.31192 0.270232 0.209205 0.188855 0.184113 0.16498 0.151554 0.123791 0.152197 0.0952392 0.158901 0.0828565 0.0771699 0.0765368 0.081417 0.101486 0.0744703 0.058399 0.0541831 0.0527314 0.0596892 0.0478066 0.0449969 0.0415763 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20 31 26 948 34 22 20 32 24 26 31 37 334 37 21 22 46 27 89 20 64 27 internal_value=0 -3.65386e-05 0.00283443 0.00398479 0.00546937 0.00217298 -8.97141e-05 0.000763704 0.00375512 0.00447692 0.00379621 0.00415507 0.00260972 0.00176044 0.000707609 0.00106132 0.00424334 0.000705045 0.00405023 0.00457957 0.00440908 0.00368033 0.00342129 0.00404235 0.00334265 0.00427788 0.00407658 0.00438436 0.00490938 0.00194432 0.00463281 0.00329142 0.00304425 0.000759867 0.00285249 0.00321427 0.000981167 0.00295321 0.0028921 0.00304157 0.00291501 0.00272671 0.000666724 0.000664908 0.00337343 0.00358446 0.00329059 0.00321913 0.00309988 0.00340738 0.00239435 0.00241871 0.00290083 0.00206664 0.00217595 0.0023332 0.00191588 0.00380549 0.00180622 0.00186852 0.00268474 0.00245182 0.00249745 0.00220519 0.00239778 0.00231177 0.00152847 0.00268168 0.00277373 0.00261618 0.00267278 0.00149261 0.00180331 0.00165428 0.00194301 0.00241687 0.00060793 0.00227768 0.00264446 0.00342249 0.001411 0.00143984 0.00250178 0.00253984 0.00205429 0.00122033 0.00198815 0.00146365 0.00152267 0.00142883 0.00156869 0.00105276 0.000934355 0.00161418 0.00174865 internal_weight=0 178531 2312 844 113 1468 167407 11124 731 92 58 371 713 755 9360 1764 346 9337 220 126 102 84 57 59 360 136 87 48 43 421 49 328 82 3841 335 62 1173 209 180 105 84 56 5496 5474 246 69 177 150 115 45 378 358 70 223 129 70 94 42 198 163 126 325 274 51 175 130 334 75 99 58 99 297 138 67 71 101 1024 60 45 41 178 44 46 64 63 591 59 146 116 95 49 510 109 119 55 internal_count=180843 178531 2312 844 113 1468 167407 11124 731 92 58 371 713 755 9360 1764 346 9337 220 126 102 84 57 59 360 136 87 48 43 421 49 328 82 3841 335 62 1173 209 180 105 84 56 5496 5474 246 69 177 150 115 45 378 358 70 223 129 70 94 42 198 163 126 325 274 51 175 130 334 75 99 58 99 297 138 67 71 101 1024 60 45 41 178 44 46 64 63 591 59 146 116 95 49 510 109 119 55 is_linear=0 shrinkage=0.01089 Tree=441 num_leaves=96 num_cat=0 split_feature=30 30 30 30 56 30 30 33 30 49 27 35 30 34 30 30 29 30 44 25 32 10 33 25 31 34 27 43 19 30 44 44 55 21 34 21 43 53 30 56 30 57 10 50 30 31 9 0 9 22 52 27 30 9 3 44 30 61 47 53 22 30 9 21 43 22 33 25 27 65 44 35 10 44 43 34 57 29 38 34 47 27 55 57 61 19 41 33 44 61 23 55 21 56 30 split_gain=155.205 62.673 14.5104 2.36847 4.00295 2.18024 1.53156 1.39172 0.990721 0.592127 0.65186 0.327267 0.305153 0.267079 0.264379 0.184758 0.180108 0.15723 0.130656 0.128698 0.108324 0.124202 0.147294 0.0958131 0.0928861 0.0969934 0.0868627 0.136347 0.061858 0.0571256 0.0506568 0.0497839 0.0945772 0.0530345 0.0491114 0.0636128 0.0761936 0.10505 0.0472231 0.0444535 0.0440098 0.0409744 0.0404397 0.0451499 0.0375756 0.0364927 0.0736957 0.0372366 0.0465155 0.0315646 0.0422626 0.0310071 0.0307299 0.0302304 0.0286478 0.0310004 0.0289867 0.0277903 0.0275207 0.0390737 0.0270197 0.0249803 0.0244433 0.0239907 0.0295183 0.023904 0.0356846 0.0555897 0.0328015 0.0312014 0.0234886 0.0313861 0.0232109 0.0225124 0.0218477 0.0286397 0.0426918 0.0289083 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214 297 91 152 130 56 74 54 62 57 591 178 146 126 101 42 59 69 40 56 119 89 57 63 internal_count=180843 178531 2312 844 113 1468 11124 167407 731 92 58 371 713 9360 755 1764 346 9334 126 101 220 89 54 131 78 56 105 59 46 421 360 330 95 66 235 208 186 164 3733 141 335 44 94 70 1173 209 180 159 82 378 358 198 5601 58 223 129 94 47 126 98 334 334 77 73 43 171 98 64 73 44 243 214 297 91 152 130 56 74 54 62 57 591 178 146 126 101 42 59 69 40 56 119 89 57 63 is_linear=0 shrinkage=0.01089 Tree=442 num_leaves=96 num_cat=0 split_feature=24 34 24 23 24 24 27 23 22 0 37 37 62 47 47 37 24 0 24 24 50 24 24 21 53 41 44 59 21 38 47 41 23 24 21 28 52 51 53 44 47 28 62 41 37 22 37 27 52 63 26 62 50 56 44 34 26 26 28 27 63 26 24 22 38 27 16 62 24 27 27 50 43 24 32 38 43 56 52 22 3 51 53 0 5 24 52 62 37 63 57 52 2 27 24 split_gain=152.686 62.8772 13.0117 2.20129 1.86038 1.77092 1.23714 0.897491 0.282875 0.270115 0.487772 0.56685 0.51344 0.893772 0.410738 0.399606 0.250045 0.249886 0.24887 0.244467 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26 24 28 3730 39 22 21 34 25 28 20 26 24 22 27 22 29 23 59 21 21 28 44 56 27 21 25 20 28 30 21 20 620 44 24 23 28 36 23 28 22 46 38 658 45 20 22 21 70 22 20 27 28 28 44 3510 58 38 31 21 22 33 31 53 33 internal_value=0 -3.48103e-05 0.00284524 0.00392067 0.00219585 0.000752974 -8.77986e-05 0.00464627 0.00348731 0.00448785 0.00466973 0.00441277 0.00477956 0.00553854 0.00416432 0.00568871 0.00181697 0.00338035 0.000700012 0.000696908 0.00386883 0.00261884 0.00110531 0.00384475 0.00341493 0.00468503 0.00351427 0.00308631 0.00330467 0.00365201 0.00334487 0.00413188 0.00319249 0.000671174 0.00437212 0.00288718 0.00247303 0.00325463 0.00294614 0.00242329 0.00396107 0.00245407 0.00241854 0.00236052 0.00242799 0.00163067 0.00282611 0.00276537 0.00267826 0.00259626 0.0033587 0.00329825 0.00351405 0.00237014 0.00224952 0.00255082 0.00271474 0.00310521 0.00329139 0.00207365 0.00231137 0.0021329 0.00103531 0.00203718 0.00197592 0.0022069 0.00187473 0.00201986 0.00188541 0.00169344 0.00212277 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294 228 84 66 is_linear=0 shrinkage=0.01089 Tree=443 num_leaves=96 num_cat=0 split_feature=18 18 18 23 18 18 39 23 29 26 22 34 18 18 18 26 45 53 18 22 33 35 18 3 46 18 38 18 18 18 34 33 28 52 43 29 37 63 56 61 18 18 22 37 64 65 28 65 37 2 53 22 29 37 25 45 47 52 3 29 26 16 59 18 40 38 63 53 62 47 62 35 43 18 3 45 52 18 2 19 29 19 52 62 58 62 37 19 53 52 22 52 18 52 2 split_gain=149.383 61.5299 12.7301 2.15365 1.82011 1.76374 1.47868 0.878042 0.433656 0.463359 0.276738 0.271652 0.253117 0.244625 0.207656 0.196153 0.21212 0.379627 0.29128 0.239539 0.212032 0.182782 0.150015 0.114132 0.165097 0.132109 0.101577 0.128967 0.0795127 0.0683075 0.0641215 0.0634993 0.062609 0.0613492 0.0550663 0.0490811 0.04876 0.0478778 0.100518 0.0749099 0.0602029 0.0440784 0.0406786 0.0405222 0.0391298 0.0364569 0.0357426 0.0304199 0.0418283 0.0290893 0.0288167 0.0268362 0.0415334 0.0424635 0.0288347 0.0459973 0.027642 0.0265629 0.0364454 0.0382872 0.0925551 0.0264708 0.0262396 0.0262223 0.0252674 0.0234806 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1.48158 1.33512 0.656265 1.9261 0.631167 0.468873 0.329529 0.307362 0.219694 0.205423 0.200807 0.200554 0.147468 0.116608 0.161373 0.125322 0.167034 0.105074 0.101987 0.323299 0.0977373 0.0653425 0.0496448 0.0839284 0.136705 0.0994779 0.0897622 0.104059 0.0710879 0.052174 0.0471541 0.0465614 0.0451192 0.0443223 0.0437619 0.0626241 0.0419855 0.0494184 0.062817 0.0417472 0.0355817 0.0332143 0.0686259 0.0495461 0.0352361 0.0525067 0.0328804 0.0303695 0.034486 0.0282398 0.0281321 0.0366945 0.0276014 0.045231 0.0273634 0.0535193 0.036925 0.0499879 0.0490769 0.0312337 0.0267001 0.0264971 0.0264571 0.0348852 0.0234601 0.0221186 0.0226735 0.031435 0.0343361 0.0417144 0.0329564 0.0226108 0.0223431 0.022111 0.0216494 0.0209072 0.0206428 0.0203845 0.0198409 0.0193629 0.019169 0.0187489 0.0263984 0.0182835 0.0178773 0.0244035 0.0178503 0.0550095 0.0177619 0.0176606 threshold=17.687499999985452 7.6324999999997098 35.827499999988511 44.594000000011881 11.313000000009199 25.188000000012838 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20 235 49 342 20 20 23 33 28 27 27 25 58 leaf_count=167283 20 23 21 35 452 22 20 22 21 21 23 37 29 23 42 26 2085 35 37 23 34 22 31 32 27 20 31 25 29 21 23 31 22 31 20 24 670 21 20 21 31 22 22 28 37 39 21 22 33 31 29 398 36 25 31 24 33 34 21 30 29 23 44 26 46 23 38 21 22 27 21 35 30 30 34 34 38 32 20 80 2057 4731 20 235 49 342 20 20 23 33 28 27 27 25 58 internal_value=0 -3.39792e-05 0.00277675 0.00375273 0.000737911 0.00212529 -8.58885e-05 0.0043243 0.00560188 0.00417463 0.00428575 0.00245196 0.0050519 0.00449046 0.000682139 0.00106969 0.000679671 0.00171642 0.00407402 0.00440356 0.00391311 0.00405857 0.00402259 0.00385191 0.00416906 0.00325055 0.0034968 0.00341886 0.00347154 0.00360464 0.00308573 0.003361 0.0035886 0.00406173 0.00328132 0.000648093 0.000758216 0.0022537 0.00309826 0.00272309 0.0026736 0.00299864 0.00306381 0.002896 0.00228045 0.00330986 0.00262452 0.00274356 0.0024405 0.00294831 0.00313331 0.000987385 0.00248303 0.00260616 0.00225351 0.00235193 0.0022898 0.00215775 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50 1110 115 79 380 187 156 193 113 311 143 168 145 101 114 54 68 80 43 109 274 253 180 94 64 86 73 52 66 509 2099 4755 40 658 82 368 62 42 47 141 108 74 47 260 92 is_linear=0 shrinkage=0.01089 Tree=445 num_leaves=96 num_cat=0 split_feature=18 18 18 18 18 18 39 32 47 19 27 21 10 18 34 7 18 18 18 18 47 23 63 47 19 61 18 53 39 41 19 6 61 56 21 39 58 57 6 1 62 23 0 59 45 33 51 18 45 39 46 29 33 52 59 32 32 45 56 52 58 21 33 0 34 18 39 18 34 57 62 18 21 21 43 43 52 5 6 5 18 63 53 18 52 61 57 23 27 55 61 62 23 1 62 split_gain=141.388 59.0207 11.5162 2.07726 1.71696 1.44951 1.35111 0.649603 1.79184 0.417752 0.371137 0.329082 0.757492 0.322387 0.260888 0.249633 0.196983 0.196457 0.144267 0.0956055 0.0939532 0.101429 0.137723 0.115402 0.112288 0.119633 0.0973261 0.06424 0.111282 0.0605769 0.0588841 0.0570962 0.0668165 0.162044 0.13669 0.102534 0.0482627 0.0580462 0.0446892 0.0435152 0.0410615 0.0524129 0.0370722 0.0361473 0.0652024 0.034687 0.0446803 0.0321641 0.0309329 0.0295682 0.0287047 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0.00167767 internal_weight=0 178554 2196 879 11251 1317 167303 411 391 369 126 100 50 732 9632 50 9607 1619 585 468 243 220 100 55 120 92 46 222 41 46 7777 181 149 79 54 70 246 125 91 121 309 92 45 423 397 376 206 1110 81 40 54 51 186 155 72 217 196 109 88 57 87 42 311 250 61 1830 45 67 47 83 228 134 91 58 94 50 509 274 148 126 3850 170 93 104 81 53 141 108 368 347 327 222 128 87 41 internal_count=180750 178554 2196 879 11251 1317 167303 411 391 369 126 100 50 732 9632 50 9607 1619 585 468 243 220 100 55 120 92 46 222 41 46 7777 181 149 79 54 70 246 125 91 121 309 92 45 423 397 376 206 1110 81 40 54 51 186 155 72 217 196 109 88 57 87 42 311 250 61 1830 45 67 47 83 228 134 91 58 94 50 509 274 148 126 3850 170 93 104 81 53 141 108 368 347 327 222 128 87 41 is_linear=0 shrinkage=0.01089 Tree=446 num_leaves=96 num_cat=0 split_feature=48 48 48 65 48 48 21 48 19 23 2 27 48 34 48 56 48 9 7 21 62 62 6 48 27 43 19 48 33 1 6 40 47 33 47 46 19 48 48 26 9 19 27 23 63 23 62 13 59 40 48 27 55 40 62 2 27 43 49 43 52 35 40 38 48 53 8 43 26 19 40 2 31 33 35 35 39 63 64 21 21 21 35 57 49 33 23 2 21 48 53 21 46 47 50 split_gain=139.698 57.5127 11.7764 2.11971 1.90918 1.67765 1.5767 0.942984 0.326619 0.412146 0.638983 0.456466 0.280023 0.254505 0.239947 0.230871 0.214184 0.196808 0.189004 0.150449 0.252622 0.206871 0.147776 0.146827 0.104889 0.107688 0.0639421 0.0633829 0.0580908 0.0976501 0.0593351 0.102484 0.0816 0.103397 0.0605803 0.0485353 0.0427449 0.0384362 0.0376633 0.035631 0.0422644 0.0423726 0.0832095 0.0645864 0.0387928 0.0341576 0.033226 0.0599008 0.0382111 0.0292215 0.0267967 0.0259267 0.0255102 0.0251362 0.0476543 0.0438768 0.0361802 0.0397017 0.0309714 0.0250791 0.036696 0.0422636 0.0352934 0.0249297 0.0232366 0.0229146 0.0228067 0.0225645 0.0443355 0.0276382 0.0225217 0.02223 0.0218939 0.037534 0.0218403 0.026146 0.031241 0.0268279 0.0216854 0.021491 0.0211143 0.0205762 0.0204385 0.0196522 0.0272448 0.0201671 0.0192765 0.0196044 0.0188864 0.0185612 0.016413 0.0144766 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9.1244999999998999 15.765499999999976 3.9046281848491389 17.201835051546269 9.0309999999972224 9.9059999999990413 5.5000000000000009 1.8032185559838034 20.331239999999529 17.153693877551081 13.557479999999634 8.7030000000122545 44.632999999997999 8.5625000000000018 8.9925000000002928 10.390499999997703 50.813000000009204 -0.75000000000000011 14.27863999999998 16.172000000005941 19.984499999998665 9.1870000000030831 13.500000000000002 31.103785714285682 3.5514657902993245 20.905999999999043 23.398500000000016 5.8378522090921114 6.1342362766997409 8.7574999999997107 0.97227182413214608 2.6954910498740441 1.856508854001494 20.405999999988129 11.091512926572337 17.040826530612438 4.0069860962789567 17.539000000000218 20.500000000000004 2.8722677451706811 8.1879999999973752 16.906000000002681 2.1658680707731812 8.8120000000035379 36.280999999988133 9.6880000000128366 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 7 14 13 -1 24 9 17 -11 15 37 -3 38 -12 27 18 -9 21 22 35 -21 -7 25 28 -20 89 30 -30 32 -32 -4 34 71 -19 52 46 66 63 -41 42 45 49 -43 -42 47 48 -6 -44 51 -25 -33 55 65 -16 -57 58 81 -39 62 72 -61 -14 -18 94 -2 68 -68 82 80 -34 -62 -74 -40 77 -77 -76 -56 -64 -49 -58 -69 84 85 86 87 90 -81 -15 -52 93 -93 -78 -55 right_child=2 5 3 -5 12 23 -8 8 -10 10 11 -13 39 16 53 -17 64 19 26 20 -22 -23 -24 50 -26 -27 -28 -29 29 -31 31 36 33 -35 -36 -37 -38 59 74 40 41 44 43 -45 -46 -47 -48 70 -50 -51 83 -53 -54 54 78 56 57 -59 -60 60 61 -63 79 -65 -66 -67 67 69 -70 -71 -72 -73 73 -75 75 76 91 -79 -80 88 -82 -83 -84 -85 -86 -87 -88 -89 -90 -91 -92 92 -94 -95 -96 leaf_value=-8.3690924105321623e-05 0.0017401073230601674 0.0017455596699226953 0.0029792793822297531 0.0071782080439953804 0.0016551189956973864 0.00096671562005430504 -0.0030663669361356365 0.0049888556401371728 0.002935108459560552 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21 22 28 3754 26 31 36 23 26 39 20 36 22 27 23 32 38 27 45 23 23 31 34 23 24 21 32 35 25 33 24 43 21 32 22 21 60 25 20 20 786 23 35 21 62 34 21 21 21 24 21 21 21 23 30 36 22 27 28 25 20 30 34 32 28 3534 37 23 20 21 74 leaf_count=167166 38 26 34 22 33 818 21 37 26 23 27 32 21 744 21 20 925 21 22 20 37 27 22 405 21 22 28 3754 26 31 36 23 26 39 20 36 22 27 23 32 38 27 45 23 23 31 34 23 24 21 32 35 25 33 24 43 21 32 22 21 60 25 20 20 786 23 35 21 62 34 21 21 21 24 21 21 21 23 30 36 22 27 28 25 20 30 34 32 28 3534 37 23 20 21 74 internal_value=0 -3.33778e-05 0.00273574 0.00384644 0.00216067 0.000720773 -8.40661e-05 0.00374495 0.00412166 0.00420904 0.00479564 0.00432693 0.00256864 0.000669181 0.00177517 0.00501235 0.000666302 0.00396921 0.00439186 0.00374291 0.00339635 0.00406756 0.00397711 0.00106406 0.0033331 0.00328379 0.00394761 0.00064271 0.00322921 0.00290674 0.00330356 0.00310317 0.00345459 0.00360615 0.00334072 0.00368994 0.00334883 0.0023894 0.00158915 0.0028356 0.00278267 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2187 746 1441 11237 167187 724 378 352 102 79 700 9769 741 47 9743 250 87 163 79 84 42 1468 346 325 50 8032 303 57 246 106 140 106 67 57 70 419 391 281 240 208 158 89 50 69 157 123 57 66 650 440 48 350 184 166 145 102 70 262 235 130 105 41 1711 130 218 180 97 83 66 47 105 45 173 150 106 44 54 84 45 48 49 210 185 165 135 101 64 4278 69 85 43 42 107 is_linear=0 shrinkage=0.01089 Tree=447 num_leaves=96 num_cat=0 split_feature=18 18 18 65 18 18 21 18 19 44 59 18 34 6 41 39 18 18 18 51 59 43 3 27 43 37 41 21 18 33 8 6 4 33 41 9 33 18 18 22 9 19 27 52 63 44 57 37 0 45 41 64 22 12 33 27 64 51 21 56 18 18 57 59 18 8 43 41 19 3 27 64 45 51 21 43 21 41 44 39 35 35 39 61 0 64 18 27 39 45 41 6 45 57 21 split_gain=136.675 56.267 11.5215 2.07382 1.86785 1.64134 1.54258 0.922555 0.319534 0.414948 0.854637 0.273948 0.248995 0.23522 0.28146 0.582082 0.234739 0.209542 0.143651 0.135969 0.265495 0.158569 0.134263 0.102601 0.105341 0.0956728 0.0875718 0.077154 0.0620065 0.056819 0.095521 0.0580333 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61 40 24 24 22 64 24 24 22 26 51 24 49 50 33 62 24 28 24 24 6 10 56 22 61 58 29 19 9 3 3 40 9 10 28 50 56 24 51 25 63 1 26 33 33 24 44 43 22 45 61 38 65 56 56 31 3 64 6 61 24 19 56 44 57 33 19 43 49 2 38 33 40 62 26 62 12 24 61 62 24 split_gain=132.637 55.3026 10.9918 2.32496 1.88804 1.57303 1.27377 0.840682 0.349709 0.320775 0.317987 0.276722 0.263696 0.543266 0.236983 0.354247 0.221992 0.188943 0.171533 0.158457 0.130286 0.119746 0.110787 0.107389 0.0989093 0.151489 0.137917 0.0914154 0.07282 0.0688842 0.124909 0.095835 0.0604206 0.0547238 0.0465123 0.0394962 0.0384513 0.0375007 0.0371584 0.0353931 0.0348812 0.0388233 0.0590923 0.0329951 0.0316383 0.0305771 0.0269814 0.0334138 0.0335235 0.0352528 0.0364252 0.0264756 0.0255208 0.0249217 0.0273349 0.0248301 0.0284492 0.0282027 0.0247974 0.0244887 0.0242392 0.0340035 0.0233756 0.0314978 0.0234615 0.0279546 0.0277438 0.0439565 0.0263051 0.0220129 0.0207768 0.0251656 0.0207261 0.0222136 0.0215832 0.0201717 0.0402052 0.0324333 0.0258453 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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 7 8 11 -1 22 33 10 12 -3 14 -14 15 -9 32 46 36 21 59 -20 28 -16 25 -24 -26 -28 38 31 35 -30 88 72 -33 -31 -15 55 -4 -39 -19 69 -43 62 -44 -34 -6 75 -49 -50 -51 -18 53 60 -55 70 57 -57 -37 90 -41 -62 64 -64 66 -66 84 -68 -69 -42 -10 -72 74 86 93 77 -77 78 87 -67 81 82 83 -46 -35 -75 -74 -48 94 -79 -7 -47 -92 -2 -13 right_child=2 5 3 -5 17 20 -8 9 37 -11 -12 16 13 18 23 -17 51 40 19 -21 -22 -23 24 -25 26 -27 27 -29 29 30 -32 34 45 43 -36 58 -38 39 -40 52 41 42 44 -45 80 91 47 48 49 50 -52 -53 -54 54 -56 56 -58 -59 -60 -61 61 -63 63 -65 65 79 67 68 -70 -71 71 -73 73 85 -76 76 -78 89 -80 -81 -82 -83 -84 -85 -86 -87 -88 -89 -90 -91 92 -93 -94 -95 -96 leaf_value=-8.1935746721714512e-05 0.0016432601538572806 0.0015977845719537564 0.0030431788422529784 0.0072436436073782529 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0.00058769162686935026 leaf_weight=167188 27 37 22 22 20 469 20 20 27 26 25 48 23 20 30 30 1123 23 38 35 433 34 32 32 28 26 29 26 20 25 35 20 24 32 42 30 20 34 20 20 22 31 39 33 51 2624 27 37 35 26 22 693 25 31 29 29 24 25 21 425 20 31 21 23 21 21 26 27 29 20 41 42 34 34 25 25 28 20 28 27 34 24 20 32 23 21 20 20 31 20 39 2605 57 29 2646 leaf_count=167188 27 37 22 22 20 469 20 20 27 26 25 48 23 20 30 30 1123 23 38 35 433 34 32 32 28 26 29 26 20 25 35 20 24 32 42 30 20 34 20 20 22 31 39 33 51 2624 27 37 35 26 22 693 25 31 29 29 24 25 21 425 20 31 21 23 21 21 26 27 29 20 41 42 34 34 25 25 28 20 28 27 34 24 20 32 23 21 20 20 31 20 39 2605 57 29 2646 internal_value=0 -3.25308e-05 0.0026663 0.00375583 0.00211885 0.000706397 -8.22648e-05 0.00364735 0.00178816 0.00404662 0.00414541 0.000657403 0.00403982 0.00376669 0.00445337 0.00501654 0.000653844 0.00258465 0.00401059 0.0042404 0.00104484 0.00394238 0.00329346 0.00399719 0.00353826 0.00388921 0.00329175 0.00361125 0.00314615 0.00323715 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56 42 110 83 190 109 81 168 53 115 75 48 161 127 103 83 55 55 54 47 2725 40 565 5229 96 56 2694 internal_count=180648 178462 2186 731 1455 11254 167208 709 851 333 307 9831 282 170 112 50 9794 604 147 107 1423 72 376 62 141 58 83 55 235 193 111 82 7978 473 62 76 40 378 42 190 296 273 231 283 200 5253 308 288 120 83 48 1816 156 131 60 188 78 54 51 990 71 51 250 44 206 69 137 82 56 42 110 83 190 109 81 168 53 115 75 48 161 127 103 83 55 55 54 47 2725 40 565 5229 96 56 2694 is_linear=0 shrinkage=0.01089 Tree=449 num_leaves=96 num_cat=0 split_feature=18 34 18 23 18 27 18 18 18 10 23 18 18 18 34 50 0 0 18 58 2 38 18 53 57 22 34 18 62 19 18 55 22 57 22 58 29 22 27 3 19 26 55 64 61 27 57 62 26 41 19 61 18 2 23 23 18 47 27 34 18 10 38 50 50 34 2 34 18 62 40 53 61 0 53 49 29 18 52 52 22 18 12 40 2 3 5 5 26 35 41 57 18 50 65 split_gain=129.767 54.1175 10.7539 2.31625 1.84716 1.6088 1.53937 0.895216 0.342126 0.327316 0.445601 0.324101 0.218219 0.184835 0.17494 0.230168 0.274342 0.176481 0.16153 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68 509 46 237 190 159 121 88 45 43 104 86 58 85 is_linear=0 shrinkage=0.01089 Tree=450 num_leaves=96 num_cat=0 split_feature=18 40 18 18 43 18 18 47 22 10 23 18 34 51 33 33 18 18 18 22 6 41 53 63 18 55 37 43 31 34 22 18 63 63 22 29 22 51 49 37 52 10 50 63 3 38 40 29 23 18 20 45 55 45 50 7 33 18 28 40 63 23 50 37 49 61 49 43 45 51 40 18 43 51 29 40 61 41 49 52 55 22 34 38 20 41 18 40 37 52 40 3 55 55 37 split_gain=127.128 51.6915 11.482 2.42306 1.28565 1.25009 1.13618 1.0918 0.344831 0.298383 0.383937 0.260212 0.252419 0.164844 0.176495 0.312358 0.16411 0.163754 0.152409 0.142559 0.135559 0.163245 0.238436 0.147067 0.13396 0.129214 0.187396 0.12189 0.111726 0.107158 0.1195 0.0800874 0.0718585 0.094713 0.0707941 0.0972159 0.0525012 0.0450775 0.0548761 0.0425671 0.0374915 0.0406354 0.0373708 0.0367336 0.0364061 0.0362868 0.0433967 0.0341993 0.0320961 0.0320232 0.0316642 0.0309076 0.0733186 0.0523136 0.050656 0.0434213 0.0371734 0.0308713 0.0298555 0.029793 0.0278766 0.0269236 0.0456255 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41 51 81 61 507 217 192 171 91 80 71 51 350 338 309 89 220 290 286 254 112 76 3297 46 246 91 155 59 114 48 6048 66 57 45 142 119 155 131 329 175 153 128 154 132 698 107 47 65 89 69 43 96 50 329 307 108 81 60 42 1075 60 63 275 98 177 136 114 41 internal_count=180641 178334 2307 1004 167180 11154 1303 345 659 323 290 9381 268 152 129 75 1773 688 615 54 248 193 68 55 9345 125 102 41 51 81 61 507 217 192 171 91 80 71 51 350 338 309 89 220 290 286 254 112 76 3297 46 246 91 155 59 114 48 6048 66 57 45 142 119 155 131 329 175 153 128 154 132 698 107 47 65 89 69 43 96 50 329 307 108 81 60 42 1075 60 63 275 98 177 136 114 41 is_linear=0 shrinkage=0.01089 Tree=451 num_leaves=96 num_cat=0 split_feature=18 20 18 18 18 35 18 33 22 55 49 39 39 51 28 32 18 33 51 33 33 18 49 56 18 3 22 18 31 18 62 63 63 28 22 51 22 23 39 49 52 10 63 3 56 51 55 31 51 38 63 20 39 39 43 55 18 49 63 59 18 56 51 22 20 38 52 52 64 23 33 23 47 32 23 22 18 33 18 22 35 10 55 51 23 52 43 35 31 5 33 38 28 22 7 split_gain=124.377 50.5253 11.2335 2.37061 1.25176 1.18545 1.11159 1.0577 0.337352 0.199408 0.221358 0.37356 0.33615 0.269678 0.252521 0.222123 0.170769 0.164498 0.161258 0.172656 0.305584 0.160196 0.149685 0.171813 0.149109 0.142644 0.139451 0.12377 0.109288 0.0783435 0.0764188 0.0702909 0.0926462 0.0701225 0.0692488 0.052844 0.0513537 0.0502021 0.0385569 0.0377373 0.0366663 0.0397454 0.0359243 0.0355998 0.0362718 0.0699294 0.0484398 0.0505998 0.0360329 0.03549 0.033259 0.0329367 0.0319176 0.0308489 0.0357313 0.0360343 0.0337242 0.0297234 0.0289849 0.0276765 0.0252997 0.0245069 0.0641568 0.0238132 0.0265958 0.0278716 0.0237769 0.0380098 0.0349343 0.0261661 0.0225084 0.021753 0.0257486 0.0214594 0.0210638 0.029433 0.020969 0.0208333 0.0186613 0.0176446 0.0153361 0.0144228 0.0307881 0.0201497 0.02828 0.0398121 0.0219999 0.0169594 0.0192589 0.0187515 0.014414 0.0190855 0.0277527 0.0294202 0.021207 threshold=16.405999999988129 7.6717500000002028 33.257499999999716 47.344000000011881 10.937999999997375 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338 309 220 290 246 109 137 107 76 286 56 6433 46 238 140 91 98 89 50 59 2906 112 77 254 224 195 173 89 84 56 57 69 47 65 329 308 701 59 1075 3795 41 278 165 133 99 54 45 113 51 62 155 135 111 89 52 is_linear=0 shrinkage=0.01089 Tree=452 num_leaves=96 num_cat=0 split_feature=30 34 30 30 65 30 27 30 19 58 29 30 30 65 30 30 39 6 64 7 39 47 53 51 30 27 43 61 19 30 55 7 64 47 55 55 55 3 64 30 30 38 34 52 55 37 12 19 61 56 10 63 61 6 27 61 31 12 32 29 43 55 50 52 43 51 38 55 35 7 21 29 39 29 30 61 21 19 46 30 56 30 29 39 19 27 39 31 37 6 31 27 38 27 39 split_gain=122.498 50.0534 10.3439 1.82587 1.66565 1.30661 1.25046 0.903286 0.450216 0.378927 0.634454 0.316672 0.252229 0.218638 0.217769 0.185842 0.133878 0.613684 0.200981 0.255234 0.427244 0.241054 0.174447 0.170479 0.118225 0.107257 0.0996061 0.0697543 0.0556166 0.0461211 0.069054 0.0623328 0.0550123 0.052478 0.0376983 0.034679 0.0627252 0.0471242 0.035205 0.0402345 0.032685 0.0354277 0.0342554 0.0319495 0.0409217 0.0561211 0.0486755 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45 62 0 43 34 32 32 16 63 41 63 56 18 43 6 59 39 44 39 63 44 34 34 39 6 52 41 33 64 52 0 37 37 12 0 52 18 23 39 58 18 21 9 18 43 18 59 0 33 20 41 52 62 56 split_gain=119.848 48.9693 10.1203 2.03892 1.27832 1.16721 1.10557 1.06119 0.309816 0.278965 0.437613 0.436344 0.313716 0.36002 0.538224 0.287411 0.243037 0.201927 0.220397 0.181814 0.167701 0.155534 0.139837 0.30344 0.169211 0.127625 0.115665 0.113982 0.0560066 0.0777032 0.0592225 0.0666573 0.0544087 0.0426969 0.0424737 0.0586782 0.0391224 0.0974966 0.0552347 0.0542951 0.0457015 0.0365885 0.0473547 0.0326239 0.0402047 0.0377381 0.0359315 0.0332245 0.0307784 0.042093 0.0420087 0.0416455 0.0376861 0.0536962 0.0307344 0.0278704 0.0421599 0.0275521 0.0250918 0.0253842 0.0254414 0.0294057 0.0312662 0.0795677 0.0248302 0.0273148 0.0298545 0.0244024 0.031562 0.0240967 0.0238915 0.0243688 0.0429657 0.0237826 0.0332164 0.0224391 0.0222302 0.0217738 0.0205744 0.0324633 0.0282606 0.0198947 0.0193923 0.019268 0.0185311 0.0181571 0.0173307 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55 internal_count=180757 178537 2220 957 11198 167339 1263 413 9735 391 320 56 264 195 171 69 71 146 42 9700 544 664 104 47 57 49 1463 599 246 226 206 182 7997 298 342 144 145 100 74 53 45 92 69 331 194 137 149 45 277 99 76 42 178 92 198 86 61 333 257 231 199 117 78 47 297 265 120 67 41 128 169 138 112 87 67 97 82 575 145 79 66 46 888 41 1703 76 3839 98 77 46 55 41 82 60 55 is_linear=0 shrinkage=0.01089 Tree=454 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 27 18 37 47 65 41 2 29 27 18 18 18 25 27 45 18 18 26 46 21 27 18 50 55 28 45 51 51 18 9 2 27 44 47 50 18 57 47 26 45 57 41 58 58 41 34 44 18 31 34 41 52 18 31 45 31 45 29 28 25 21 26 28 55 57 41 18 27 28 18 21 45 18 45 64 26 18 21 21 45 50 51 41 28 59 45 58 26 25 21 split_gain=114.818 46.6713 10.2589 1.68431 1.50214 1.18693 1.05621 0.637804 1.72775 0.499308 0.392968 0.384534 0.526656 0.492869 0.303243 0.207871 0.174649 0.140604 0.206625 0.149701 0.133725 0.133523 0.129014 0.147842 0.121767 0.117536 0.112916 0.0963308 0.0603107 0.0491011 0.0423699 0.0596749 0.0496566 0.0652595 0.0406869 0.0388109 0.0586705 0.0387483 0.0374058 0.050563 0.0365395 0.0361315 0.032863 0.0554075 0.0436429 0.0420192 0.0326562 0.030527 0.028711 0.0333922 0.05283 0.0302423 0.0284602 0.0281612 0.0810498 0.045772 0.0455715 0.0409067 0.0281307 0.0314427 0.0278692 0.0277627 0.0270507 0.0567291 0.0315399 0.0251348 0.0249137 0.0376559 0.0340465 0.0348964 0.0338127 0.0245711 0.0243512 0.0346725 0.0298206 0.0234338 0.0237118 0.0233254 0.0226512 0.0222263 0.0224736 0.0219345 0.0209925 0.0202255 0.0547709 0.0284474 0.0246426 0.0206107 0.0201463 0.0187744 0.0182318 0.0216918 0.0453703 0.0385867 0.0173442 threshold=16.155999999988129 6.9060000000026784 34.969000000011881 44.594000000011881 24.890499999999978 1.256520556845391 10.859500000000482 38.079346153846238 66.218500000000873 66.218500000000873 56.155999999988133 16.500000000000004 57.479000000003005 4.0178466185763062 7.6324999999997098 30.172000000000484 21.523500000000244 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23 30 21 20 21 20 52 31 26 984 29 27 23 29 23 22 31 20 20 24 22 34 20 47 22 20 26 20 28 35 20 32 38 75 3808 27 27 20 34 33 42 38 24 22 22 31 469 27 27 31 25 189 internal_value=0 -3.1722e-05 0.00239018 0.0032772 0.0018069 -7.70139e-05 0.000653314 0.0037968 0.00399883 0.0028851 0.00379774 0.00440025 0.00390572 0.0031826 0.000606614 0.00216259 0.00145362 0.00355087 0.00400286 0.00338209 0.000895861 0.00286433 0.00373537 0.00346561 0.00306826 0.00351395 0.00060283 0.00267776 0.0035041 0.0020088 0.00305024 0.00300118 0.00306148 0.00299568 0.00239137 0.00318648 0.00300199 0.00269709 0.0027548 0.00297057 0.00132731 0.00224305 0.0024289 0.00250727 0.00222771 0.00240818 0.0020641 0.00168537 0.00161037 0.00168369 0.00153906 0.00188269 0.000649139 0.002741 0.00265573 0.00291467 0.00274549 0.00276765 0.001417 0.00138038 0.00134681 0.00143141 0.00243599 0.00249496 0.00239931 0.00121985 0.00194793 0.00197334 0.00210543 0.00193557 0.00227907 0.00251339 0.00267977 0.00258585 0.00276931 0.00112746 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num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 27 18 32 23 18 18 18 62 56 39 18 18 18 21 57 57 49 31 18 18 29 49 18 27 58 53 58 29 23 39 57 49 63 56 58 27 59 23 34 5 62 39 39 1 18 62 44 27 64 27 39 21 64 21 62 26 32 21 26 2 21 21 61 53 18 64 27 39 21 46 10 18 21 18 46 46 62 53 31 21 21 56 49 21 21 59 56 56 39 28 split_gain=112.334 45.6604 10.0375 1.73717 1.39053 1.16124 1.03333 0.613136 1.55883 0.296678 0.224124 0.185871 0.296869 0.334528 0.268622 0.25497 0.146998 0.130825 0.125875 0.132303 0.133622 0.188996 0.144444 0.121072 0.110467 0.083261 0.0741527 0.0508059 0.0477976 0.0418842 0.0728065 0.0857772 0.0748323 0.0923212 0.0437012 0.0432214 0.0448597 0.0387364 0.03623 0.0456171 0.0501977 0.0518713 0.0362256 0.03596 0.0399211 0.0592865 0.035736 0.0405978 0.0351386 0.0343182 0.0374574 0.0329483 0.0464685 0.0457054 0.0549649 0.0407662 0.0543097 0.0326183 0.0312304 0.0308414 0.0307814 0.0736365 0.0432769 0.0289686 0.0285294 0.0280517 0.0321227 0.0279087 0.0373375 0.0278405 0.0275401 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299 277 252 212 187 163 161 52 63 136 92 61 109 112 193 163 82 62 3733 56 127 67 60 40 57 5510 44 812 295 122 173 130 108 82 46 223 201 162 131 974 76 107 87 54 internal_count=180743 178391 2352 958 1394 167328 11063 413 393 9277 738 364 163 128 100 68 545 1786 201 140 114 62 52 656 9243 61 40 385 180 246 181 155 91 47 64 65 43 44 141 121 100 49 51 361 304 76 353 241 205 228 165 299 277 252 212 187 163 161 52 63 136 92 61 109 112 193 163 82 62 3733 56 127 67 60 40 57 5510 44 812 295 122 173 130 108 82 46 223 201 162 131 974 76 107 87 54 is_linear=0 shrinkage=0.01089 Tree=456 num_leaves=96 num_cat=0 split_feature=18 19 18 65 18 18 45 23 19 29 18 18 18 23 37 37 34 28 9 58 18 64 10 18 34 27 0 49 23 19 55 39 9 34 49 43 34 55 44 18 49 28 65 55 55 23 18 28 39 28 10 64 18 28 44 23 52 39 28 52 57 29 58 33 61 64 47 47 34 41 31 58 31 37 58 18 56 56 57 50 37 57 52 18 53 39 28 31 39 39 53 56 28 28 57 split_gain=111.67 46.9049 9.12844 1.88581 1.39996 1.29846 1.16024 1.02977 0.375695 0.465264 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58 271 251 206 69 137 99 248 210 137 69 68 73 41 234 141 91 60 50 93 57 356 931 52 88 68 312 79 58 244 43 224 176 146 is_linear=0 shrinkage=0.01089 Tree=457 num_leaves=96 num_cat=0 split_feature=24 19 24 24 57 62 24 24 21 24 53 24 35 24 24 10 24 19 24 7 21 24 2 2 39 28 38 27 62 27 28 37 37 47 19 28 63 21 2 57 9 62 28 27 24 62 43 28 28 27 63 27 39 59 39 21 0 62 52 39 21 50 59 21 21 7 52 61 35 43 43 24 57 59 58 5 46 62 61 47 24 61 47 0 37 58 38 28 50 57 21 37 52 46 58 split_gain=109.254 45.889 8.93087 1.66792 1.87437 3.23866 1.36966 1.27035 1.11042 0.718486 0.521762 0.508228 0.243501 0.18069 0.171349 0.164756 0.157948 0.153664 0.133242 0.110122 0.104858 0.0889837 0.149576 0.117189 0.0906932 0.0823025 0.0644211 0.097298 0.0738788 0.0641473 0.052904 0.0472864 0.0564618 0.0512371 0.0428381 0.0377331 0.03608 0.0422945 0.0417179 0.0568697 0.0415276 0.0347163 0.0500961 0.037215 0.0314109 0.0312901 0.0312032 0.0310663 0.0286559 0.0280702 0.0316204 0.0459243 0.0273969 0.0383279 0.0382772 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26 64 64 21 9 5 18 29 5 61 26 split_gain=107.748 43.4962 9.73186 1.82524 2.61498 1.6857 1.10433 1.03442 0.832114 0.50828 0.354981 0.380123 0.259572 0.17846 0.353533 0.225516 0.157343 0.156984 0.142741 0.11406 0.174921 0.0893744 0.0877902 0.0860088 0.0729361 0.0725607 0.137176 0.0682458 0.0867673 0.0581558 0.0648125 0.0545599 0.0540688 0.0738508 0.0716316 0.0603593 0.0489703 0.0433765 0.046309 0.0428824 0.0408794 0.0359801 0.031526 0.0301811 0.0373888 0.0318054 0.0300717 0.0299066 0.0268116 0.0280923 0.02633 0.0377969 0.0339515 0.0259342 0.0452957 0.030647 0.0286132 0.0237318 0.0324145 0.0422196 0.0412117 0.0303979 0.0391471 0.0232191 0.0231868 0.025099 0.0605326 0.0247161 0.0589717 0.0231154 0.0222833 0.02463 0.026227 0.0376407 0.0347626 0.0288394 0.0228715 0.0220752 0.0286146 0.0237769 0.0191991 0.0188569 0.032774 0.0229758 0.038673 0.0225968 0.0185976 0.0174463 0.0172655 0.0165821 0.0195339 0.0165095 0.0143832 0.0175079 0.0135111 threshold=16.687500000002732 7.6717500000002028 36.969000000011881 58.65649999999733 9.0940000000005075 25.953500000011449 11.664000000002945 0.3695317811855568 44.594000000011881 65.156500000000975 -0.87322439853274625 55.491999999987463 30.172000000000484 48.828500000001448 2.3857782797104057 52.155999999988133 21.523500000000244 9.2574999999999381 0.042784064737923767 8.9369999999989904 0.43813463158589139 7.5309999999881265 8.7655000000031595 13.632999999997994 52.320500000011641 45.781250000000007 22.228316326530617 12.640463917525738 12.521051020408111 5.7448890437333135 19.475619999999985 32.921500000000385 40.812499999989093 3.5514657902993245 11.293006514872298 2.0332855492981312 17.620784689180386 44.140500000001346 0.68808263497567124 8.5338749999991723 7.977762240693516 10.390499999997703 8.570500000011636 34.155999999988133 35.453500000001448 -0.87322439853274625 21.673469387755105 7.5940000000118753 0.66644814127675878 12.908801040599517 8.9925000000002928 0.68301270189221941 1.6348308781045124 35.444999999999716 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33 23 25 24 23 21 36 35 35 35 20 20 25 23 40 40 29 42 30 39 30 36 29 25 20 30 21 37 480 87 23 23 24 21 leaf_count=167442 61 20 21 24 21 36 779 20 20 20 31 20 49 25 39 30 27 20 20 24 37 2268 23 21 24 26 22 22 34 37 22 23 21 37 26 20 20 21 38 39 32 802 4530 31 22 36 21 2060 28 54 30 23 22 23 33 22 23 20 32 25 20 33 23 25 24 23 21 36 35 35 35 20 20 25 23 40 40 29 42 30 39 30 36 29 25 20 30 21 37 480 87 23 23 24 21 internal_value=0 -2.98582e-05 0.00235825 0.00333699 0.00546799 0.00183844 0.000628675 -7.37077e-05 0.00320756 0.00358282 0.00368193 0.00444627 0.00218838 0.0035183 0.00384392 0.00342158 0.00145265 0.000587739 -7.34116e-05 0.00328194 0.00340287 0.000559433 0.00316705 0.000915666 0.00387923 0.00299053 0.00275351 0.00285175 0.00288745 0.00284335 0.00279182 0.00236727 0.00284974 0.00309673 0.00274732 0.00288782 0.00382687 0.00266849 0.00274553 0.000982123 0.00130376 0.000655277 0.000555769 0.00247692 0.00251728 0.00245766 0.00126944 0.000631243 0.00286815 0.00277382 0.00196534 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360 338 301 431 267 78 189 57 40 167 141 59 385 2882 6819 243 220 189 353 2080 103 82 346 155 58 167 69 98 46 320 293 65 45 228 55 613 188 164 44 120 84 97 332 271 251 231 206 131 75 191 162 95 74 173 143 110 81 56 52 44 67 588 567 65 87 47 2289 is_linear=0 shrinkage=0.01089 Tree=459 num_leaves=96 num_cat=0 split_feature=18 19 18 18 62 18 45 18 18 55 9 49 0 50 18 18 35 34 18 21 33 34 21 19 51 55 33 34 18 62 25 18 33 19 31 56 51 25 18 46 18 18 59 56 46 65 45 32 56 45 11 51 49 44 46 44 45 59 18 34 19 0 49 9 64 33 41 35 3 65 49 33 55 45 49 19 21 33 45 25 56 61 1 46 46 45 46 58 33 65 5 18 21 18 21 split_gain=105.417 42.554 9.52212 1.74705 2.55835 1.73799 1.12133 1.08042 0.752191 0.316955 0.245045 0.290638 0.273074 0.283615 0.225058 0.213044 0.201798 0.161838 0.157705 0.144703 0.346623 0.266537 0.224693 0.115896 0.170489 0.296413 0.146899 0.0848877 0.0841439 0.0719628 0.138761 0.112814 0.0648749 0.0917856 0.0703287 0.0992622 0.0565977 0.0565968 0.0483962 0.0472836 0.043103 0.0367492 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0.00150668 0.000987483 0.000998625 0.00177007 0.000674375 0.00202072 internal_weight=0 178634 2269 761 45 1508 167482 11152 716 167462 288 243 205 45 787 721 45 9760 9722 160 58 102 58 428 115 93 50 44 1392 313 226 87 202 175 101 40 74 61 8035 43 452 466 60 40 299 264 204 51 321 290 96 61 194 85 109 83 153 60 93 167 147 124 102 81 55 613 188 164 269 162 107 83 122 69 53 48 58 59 61 142 79 63 48 242 116 93 126 72 86 53 588 567 60 1687 42 internal_count=180903 178634 2269 761 45 1508 167482 11152 716 167462 288 243 205 45 787 721 45 9760 9722 160 58 102 58 428 115 93 50 44 1392 313 226 87 202 175 101 40 74 61 8035 43 452 466 60 40 299 264 204 51 321 290 96 61 194 85 109 83 153 60 93 167 147 124 102 81 55 613 188 164 269 162 107 83 122 69 53 48 58 59 61 142 79 63 48 242 116 93 126 72 86 53 588 567 60 1687 42 is_linear=0 shrinkage=0.01089 Tree=460 num_leaves=96 num_cat=0 split_feature=24 34 24 24 24 21 19 37 59 59 2 24 24 24 35 59 56 24 24 9 24 21 21 24 2 46 39 62 55 55 55 49 51 27 21 58 61 51 43 24 62 37 24 26 39 39 39 46 31 19 39 49 44 31 34 39 56 31 58 61 46 35 51 56 26 33 24 24 27 21 50 49 49 0 34 44 44 10 49 10 33 24 39 46 9 61 50 21 26 10 24 62 10 21 51 split_gain=100.2 42.421 7.72401 1.21796 1.16989 1.15905 1.13945 0.918849 0.982469 0.5868 0.465059 0.735704 0.314754 0.228044 0.219107 0.301458 0.246547 0.180449 0.175107 0.160838 0.156452 0.144711 0.246071 0.0997706 0.0977604 0.0823177 0.0900442 0.0779446 0.0546291 0.0829052 0.052536 0.0915787 0.0896955 0.0737905 0.117556 0.073584 0.0601853 0.0557574 0.0485846 0.0469609 0.0434556 0.0561981 0.0421297 0.03452 0.0341837 0.0457856 0.0338767 0.0338514 0.0336887 0.0282459 0.0293881 0.0310108 0.0310575 0.0309268 0.0269419 0.0446796 0.0434899 0.0241818 0.0396669 0.0346692 0.0440633 0.0301707 0.0236376 0.0260009 0.0230002 0.0211818 0.0205026 0.0201051 0.0291967 0.025169 0.0275663 0.0290516 0.0336487 0.0242728 0.0337244 0.0561872 0.028399 0.0268972 0.0220548 0.0190323 0.0252753 0.0187623 0.018523 0.0178011 0.0222233 0.021441 0.0245007 0.0171237 0.027061 0.0169558 0.0153866 0.0149721 0.0142562 0.0141268 0.0136355 threshold=17.687499999985452 6.9060000000026784 36.609499999998668 26.507999999999814 11.765499999999976 0.043487067037683742 48.812750000011881 38.079346153846238 66.219000000002794 65.827999999997715 8.5000000000000018 58.65649999999733 7.6324999999997098 43.530999999988133 56.155999999988133 59.062500000000007 10.188000000009199 32.562000000001724 9.6329999999998126 -0.6880826349756709 21.523500000000244 1.9608071042284649 3.2265282425530031 14.811999999990805 13.500000000000002 8.8744999999998999 14.867701537044047 9.066750000011881 14.011025773195879 14.755469072164955 12.640463917525738 19.435581632652823 12.660914985001563 2.1901534350460237 2.6954910498740441 8.8595000000020736 19.880992227979281 16.208668801652362 26.268760000000043 8.8909999999978044 9.7190000000118761 30.353346153846225 28.5630000000092 30.797000000005941 6.8476025880672111 8.3963454594408784 7.977762240693516 9.4690000000000527 37.692000000001705 33.898249999994739 13.559556551046978 23.902265306122441 27.507499999999713 31.103785714285682 34.195000000003354 13.746166904076714 9.234500000000482 17.8415 8.4769999999987267 12.243199481865267 9.0309999999972224 19.052499999997966 8.8690827860328287 9.359499999996844 32.449249999999672 4.9895678765347213 13.015499999999522 24.655999999988129 1.5087117010388602 1.237790420463265 9.4379999999973752 17.38137755102041 21.295285714285665 12.500000000000002 22.061999999987169 15.030999999988127 16.328500000012358 1.0000000180025095e-35 17.153693877551081 0.24936651517469852 3.0740012867084556 10.63300000000004 9.9330767904810724 9.0309999999972224 -0.95291462550664219 9.665318652849729 15.469000000000053 3.1823340687262709 28.911500000005621 0.94924387643636254 8.1875000000000018 9.2419999999999636 -0.34552334190817774 0.35355339059391694 6.519751008169254 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 20 12 -1 13 8 10 -9 -8 14 -3 30 16 -16 27 42 39 38 46 24 -23 66 -21 -24 -27 -12 82 -30 -4 33 -33 -32 35 -35 37 48 -15 90 41 -38 44 -36 -5 -46 57 54 -34 50 51 52 53 87 55 56 -31 59 -59 60 -2 -61 -47 -64 -58 -53 93 68 -22 78 -71 -72 -73 76 75 -75 94 -76 -69 80 -60 -20 -19 84 -25 -86 89 88 -44 -87 -14 -90 -63 -6 -70 right_child=2 4 6 17 23 -7 7 9 -10 -11 11 -13 18 19 15 -17 -18 28 81 21 67 22 25 83 -26 26 -28 -29 29 47 31 32 36 34 43 -37 40 -39 -40 -41 -42 -43 49 -45 45 62 -48 -49 -50 -51 -52 65 -54 -55 -56 -57 64 58 79 61 -62 92 63 -65 -66 -67 -68 69 73 70 71 72 -74 74 77 -77 -78 -79 -80 -81 -82 -83 -84 -85 85 86 -88 -89 91 -91 -92 -93 -94 -95 -96 leaf_value=-7.1844469842171217e-05 0.00090316789698683645 0.0016551708077502374 0.0021913894592773893 0.001584439767540584 0.00089312146131889072 -0.0026922372457803818 0.0053880788372596671 0.0034598018868912837 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33 20 1170 28 22 24 25 26 30 22 20 23 21 33 27 30 29 33 28 21 40 30 28 3698 36 20 39 20 50 25 36 26 28 32 22 20 33 35 36 21 23 31 20 30 25 31 29 21 33 22 541 34 39 20 35 20 25 39 28 20 25 26 24 34 22 648 20 136 39 125 24 30 29 22 3640 26 36 346 20 leaf_count=167305 37 32 22 39 157 20 21 36 20 24 23 24 639 21 22 29 33 20 1170 28 22 24 25 26 30 22 20 23 21 33 27 30 29 33 28 21 40 30 28 3698 36 20 39 20 50 25 36 26 28 32 22 20 33 35 36 21 23 31 20 30 25 31 29 21 33 22 541 34 39 20 35 20 25 39 28 20 25 26 24 34 22 648 20 136 39 125 24 30 29 22 3640 26 36 346 20 internal_value=0 -2.86493e-05 0.00231973 0.00181807 0.000618873 -7.21582e-05 0.00315716 0.00376164 0.00412468 0.00258024 0.00386202 0.00365303 0.000576695 0.00288271 0.00397673 0.00453808 0.00361286 0.00214219 0.000573165 0.00318181 0.00149098 0.00300151 0.00272717 0.000911554 0.00343031 0.00306696 0.00276561 0.00309217 0.00238949 0.00246655 0.00271976 0.00275353 0.00261262 0.00298552 0.00312152 0.00347381 0.00270395 0.0029153 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503 59 internal_count=180749 178568 2181 1364 11243 167325 817 255 195 60 175 154 9827 562 130 51 79 685 9795 198 679 149 91 1416 58 67 42 46 233 193 364 342 213 129 102 54 183 87 49 7977 96 60 452 48 164 125 302 172 57 288 256 234 192 159 146 110 89 266 107 159 62 97 75 50 56 42 1044 377 219 158 100 80 45 197 113 59 84 54 58 76 42 1818 40 372 236 210 171 124 94 147 4279 55 67 503 59 is_linear=0 shrinkage=0.01089 Tree=461 num_leaves=96 num_cat=0 split_feature=18 34 18 18 18 21 20 37 59 65 18 37 37 35 18 7 18 18 9 18 49 21 21 9 64 18 23 23 18 43 49 51 57 61 39 18 57 28 37 40 56 18 63 35 21 9 39 39 39 21 21 57 63 45 40 23 25 20 31 58 61 46 35 37 37 64 64 21 21 63 28 23 33 40 47 35 47 9 39 18 10 33 23 21 23 46 9 40 9 23 56 18 56 10 18 split_gain=98.0325 41.5022 7.55685 1.19159 1.14456 1.13397 1.11478 0.898959 0.961188 0.608315 0.30794 0.251131 0.410984 0.375923 0.223097 0.204272 0.176536 0.17148 0.15734 0.15306 0.143311 0.129653 0.15444 0.115787 0.0983929 0.0976117 0.0748893 0.214448 0.051506 0.0475159 0.0458706 0.0877429 0.0706037 0.0588698 0.0556244 0.086364 0.0437143 0.0419516 0.0430433 0.0412459 0.0451397 0.0412093 0.0353488 0.0383983 0.0352432 0.034801 0.033436 0.0447809 0.0331347 0.0310122 0.0302093 0.0389217 0.0355698 0.0341279 0.0344062 0.0287455 0.0344086 0.0286416 0.0236515 0.0388009 0.0339121 0.0431043 0.0295107 0.0234316 0.0305271 0.0234115 0.0401414 0.0219346 0.0203115 0.0202032 0.0240627 0.0329455 0.0289891 0.0304876 0.0251223 0.037815 0.0285196 0.0249929 0.0230192 0.0197157 0.0186141 0.0247242 0.0185363 0.0303412 0.0201954 0.0174081 0.0217372 0.021607 0.0184536 0.0172752 0.0168592 0.0151672 0.0139741 0.0139396 0.0129904 threshold=17.687499999985452 6.9060000000026784 36.609499999998668 26.507999999999814 11.765499999999976 0.043487067037683742 48.812750000011881 38.079346153846238 66.219000000002794 66.218500000000873 7.6324999999997098 31.091923076923059 25.378615384615284 57.562500000000007 43.530999999988133 1.0000000180025095e-35 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16.19358933136623 25.531000000002681 29.390499999999523 7.609869281441509 13.320499999997994 29.062500000000004 27.265999999999625 36.054499999998377 -0.81970999721622462 5.6230786809357545 13.015499999999522 0.24936651517469852 3.0740012867084556 30.811999999988078 3.1823340687262709 32.530999999988133 9.0309999999972224 -0.95291462550664219 8.6175000000002928 -0.25033082153100961 17.539000000000218 9.359499999996844 8.1875000000000018 9.117000000000191 -0.34552334190817774 10.63300000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 19 10 -1 14 8 11 -9 -3 12 13 23 30 -13 41 28 29 48 21 -20 -23 24 -8 68 27 -22 91 -16 32 -32 -4 34 35 -33 42 38 -18 40 -35 46 -34 -44 -41 -40 -5 -48 58 -38 51 53 -52 54 -47 56 57 63 60 -60 61 -2 -62 64 82 66 -49 -66 -6 70 71 72 73 74 75 77 -76 -21 90 -70 81 -61 83 -43 -84 86 -27 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shrinkage=0.01089 Tree=462 num_leaves=96 num_cat=0 split_feature=18 40 18 18 18 23 49 27 18 29 52 52 18 32 18 18 18 26 0 18 18 18 41 26 63 49 51 18 31 27 19 23 23 37 31 31 28 61 3 19 52 49 19 34 18 18 45 18 18 27 51 37 34 44 0 29 26 7 33 29 63 26 45 27 18 6 61 28 34 29 50 40 10 49 18 37 33 63 49 52 27 63 28 32 28 64 33 6 23 61 61 33 31 45 35 split_gain=95.7145 40.6194 7.56668 1.37254 1.10185 0.981145 0.854917 0.593993 1.28672 1.19537 0.329923 0.274036 0.236377 0.229689 0.186478 0.181833 0.179038 0.172818 0.164177 0.128504 0.122601 0.120044 0.117018 0.101446 0.0845447 0.178589 0.180103 0.145443 0.0880601 0.150937 0.0565934 0.047306 0.0550067 0.0576572 0.0700477 0.0403924 0.0392756 0.0363838 0.0412864 0.0530859 0.0354157 0.0362824 0.0367649 0.035241 0.0323591 0.0302787 0.0283888 0.0273868 0.0268613 0.025919 0.0336018 0.0278033 0.0338614 0.0279233 0.0306314 0.025371 0.0499375 0.0716955 0.0401081 0.0348165 0.0429387 0.0353721 0.0261338 0.0229409 0.0213466 0.0247126 0.0226667 0.0234422 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9.665318652849729 3.4658069448373223 30.061714285712828 8.448419535825975 38.617000000000196 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 15 12 20 -1 9 10 13 18 -12 -3 17 23 63 35 22 30 -6 31 43 -7 -15 25 26 28 -27 29 -22 -9 32 33 34 37 -5 -37 38 39 -4 -38 -42 87 -14 74 -21 -41 69 -23 50 51 52 -44 54 -53 56 57 62 -59 -57 -61 -62 -18 -2 65 -65 67 -67 -66 70 71 72 -17 -63 75 -45 -47 78 89 80 -70 -79 -49 -84 -85 92 -87 -43 -89 90 -78 -92 93 -86 -94 right_child=2 4 5 16 19 7 -8 8 -10 -11 11 -13 21 14 -16 47 55 -19 -20 45 24 48 -24 -25 -26 27 -28 -29 -30 -31 -32 -33 -34 -35 -36 36 40 -39 -40 46 41 42 49 44 -46 76 -48 82 -50 -51 -52 53 -54 -55 -56 59 -58 58 -60 60 61 73 -64 64 68 66 -68 -69 79 -71 -72 -73 -74 -75 -76 -77 77 81 -80 -81 -82 -83 83 84 85 86 -88 88 -90 -91 91 -93 94 -95 -96 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187 161 418 398 134 97 65 374 335 299 6370 6349 853 45 409 3122 207 173 150 70 80 40 261 131 109 66 130 107 79 43 320 299 193 102 45 106 139 113 92 56 44 1690 46 277 232 190 86 48 42 270 250 214 184 62 92 51 167 120 85 122 78 44 internal_count=180673 178500 2173 1408 11266 765 167234 306 151 155 126 51 9526 135 72 729 679 63 75 1740 459 9492 43 51 209 180 115 65 81 58 53 250 225 187 161 418 398 134 97 65 374 335 299 6370 6349 853 45 409 3122 207 173 150 70 80 40 261 131 109 66 130 107 79 43 320 299 193 102 45 106 139 113 92 56 44 1690 46 277 232 190 86 48 42 270 250 214 184 62 92 51 167 120 85 122 78 44 is_linear=0 shrinkage=0.01089 Tree=463 num_leaves=96 num_cat=0 split_feature=18 25 18 18 45 18 18 37 47 18 33 44 49 26 33 37 26 45 37 37 18 18 28 18 18 18 3 55 34 18 27 33 37 27 52 52 3 28 18 40 27 52 44 41 55 11 45 55 55 65 27 37 37 5 56 56 56 27 32 22 64 3 33 41 22 40 11 56 57 44 33 28 18 50 2 58 56 34 18 56 27 45 44 47 41 32 58 55 52 40 45 56 18 33 63 split_gain=93.6436 39.7531 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5464 137 278 324 58 266 235 311 251 206 60 45 177 109 68 84 42 129 94 73 320 121 87 248 216 196 171 110 41 112 92 68 46 1090 46 61 106 42 68 5444 42 293 273 46 227 201 163 89 64 74 2928 81 53 652 150 119 is_linear=0 shrinkage=0.01089 Tree=464 num_leaves=96 num_cat=0 split_feature=24 40 24 65 43 24 24 24 19 41 24 22 24 49 24 24 24 31 24 32 9 9 41 47 62 32 38 43 50 47 39 24 32 31 39 31 22 38 24 65 24 22 19 35 57 62 11 33 55 19 2 43 43 22 63 10 33 22 47 2 33 47 33 22 35 39 47 64 24 46 39 39 46 31 10 46 43 47 33 7 32 64 19 40 64 9 37 37 9 22 32 43 57 9 46 split_gain=94.2819 39.2325 7.65775 1.77586 1.26136 1.1462 1.09258 0.725595 0.440312 0.277775 0.265898 0.211022 0.197541 0.192226 0.160441 0.155868 0.150756 0.135476 0.106532 0.0976408 0.128577 0.150171 0.102291 0.104285 0.0806771 0.0950824 0.0631715 0.0547137 0.0561725 0.074466 0.0442771 0.0418776 0.0454654 0.0416641 0.078557 0.0752211 0.035298 0.0415381 0.034837 0.0330693 0.0324806 0.0317099 0.0309143 0.0325154 0.0290863 0.0257744 0.031216 0.0311064 0.0403758 0.0280414 0.0436143 0.0338677 0.0252532 0.0347074 0.0246078 0.0242015 0.0234933 0.0232176 0.0229808 0.0226096 0.0216486 0.0335919 0.0246938 0.0270787 0.0282581 0.0414812 0.0229567 0.0210035 0.0203815 0.0201612 0.0242526 0.0243813 0.0197277 0.0446894 0.0274132 0.0254179 0.0288982 0.0288853 0.0362313 0.021194 0.0190247 0.0168319 0.0197268 0.0363143 0.0180075 0.0144404 0.0143003 0.0139601 0.0129911 0.0142047 0.0121327 0.0120439 0.0104376 0.00984504 0.0209406 threshold=17.905999999988129 5.2884999999896545 36.969000000011881 67.812500000000014 8.3512399999995264 11.765499999999976 27.156499999997326 44.594000000011881 60.406250000000007 60.054499999987463 7.6324999999997098 54.155999999997228 53.085999999999338 25.036346938775271 9.3675000000002928 30.507499999999713 22.585500000000142 52.299071428571814 14.550999999999137 45.602000000011692 0.43982890882219988 0.95291462550664241 52.453500000012362 55.437499999989093 9.8644999999996816 14.015499999999976 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43 21 21 32 32 49 40 50 37 16 45 45 62 21 31 28 40 10 21 33 47 33 22 29 39 47 39 24 12 21 21 6 40 28 24 21 39 58 21 49 49 37 6 24 65 10 9 39 28 split_gain=92.2421 38.3851 7.49203 1.73741 1.1221 1.06892 0.957041 0.709871 0.430771 0.393895 0.301549 0.15779 0.152486 0.147485 0.122565 0.20287 0.32028 0.261387 0.139285 0.157307 0.138737 0.289251 0.110427 0.106193 0.104226 0.0810992 0.0678972 0.0537162 0.0600888 0.0907016 0.0794749 0.0621183 0.0540129 0.0667889 0.0591629 0.0499535 0.0672263 0.0684068 0.0426535 0.0398237 0.0323464 0.0310148 0.0302309 0.031802 0.0299725 0.0425698 0.0385006 0.0292452 0.0503995 0.0402472 0.0530901 0.045752 0.03016 0.0291711 0.0256879 0.0252918 0.0215998 0.0266118 0.0250779 0.0245933 0.0276506 0.0237178 0.0222494 0.025936 0.0376188 0.0211713 0.0328552 0.0241525 0.0264851 0.0421473 0.0319647 0.0251365 0.0206354 0.0199364 0.0197392 0.0196147 0.0195429 0.029318 0.0246264 0.0187292 0.0185093 0.0180253 0.0175169 0.0179059 0.0169428 0.0159513 0.01561 0.0149867 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internal_count=180818 178653 2165 796 11292 1369 167361 775 395 368 9856 9821 652 717 339 271 240 43 197 133 109 86 66 68 1436 64 44 380 358 77 281 57 256 226 189 138 107 63 8001 44 266 358 386 349 227 86 141 324 221 186 84 61 103 51 40 67 291 241 50 217 82 60 135 84 51 359 51 308 282 150 51 99 119 973 558 132 102 80 40 463 1820 3888 104 72 91 58 82 66 44 3859 93 51 442 410 326 is_linear=0 shrinkage=0.01089 Tree=466 num_leaves=96 num_cat=0 split_feature=18 18 18 23 18 27 18 18 34 0 37 37 28 38 27 62 23 37 38 2 56 18 18 18 50 27 18 61 38 51 62 49 23 38 44 59 33 18 18 10 23 22 27 62 13 53 61 33 25 25 34 59 33 18 51 0 27 7 64 56 61 25 27 63 45 51 38 23 27 62 50 18 18 7 6 33 63 50 45 56 45 64 44 44 45 62 23 33 33 46 6 62 34 18 33 split_gain=89.4742 36.9541 7.56781 1.56012 1.30639 1.23769 1.00778 0.611662 0.359664 0.281144 0.389266 0.29975 0.339643 0.317591 0.247926 0.730234 0.245623 0.222475 0.221695 0.25364 0.187888 0.186346 0.181405 0.149799 0.115106 0.113909 0.083846 0.0463083 0.057715 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32 21 26 32 20 27 32 26 30 34 20 28 20 35 30 23 20 24 23 24 20 21 25 21 25 21 33 42 1039 22 20 60 37 36 22 22 37 23 29 25 21 27 22 36 48 30 80 20 57 24 31 226 internal_value=0 -2.70411e-05 0.00217079 0.00306863 0.00172121 -6.75524e-05 0.000578786 0.00298527 0.000540102 0.00329419 0.00343812 0.00326069 0.00348405 0.0026202 0.00332102 0.00399465 0.00305406 0.00430907 0.00332302 0.00290945 0.002663 0.00141094 0.00205848 0.000536765 0.00318432 0.00265849 0.000854943 0.0026082 0.00264158 0.00259254 0.00226014 0.00266069 0.00257011 0.00291466 0.00277472 0.00293274 0.00229152 0.000515072 0.00127414 0.00314698 0.00226762 0.00230816 0.00224743 0.00191221 0.00186676 0.00190029 0.00186445 0.00218612 0.00213765 0.00205807 0.00215097 0.00227689 0.00240972 0.00191419 0.00211079 0.00227691 0.00137375 0.00141758 0.00147514 0.00160516 0.00129971 0.00112192 0.00148829 0.00131142 0.0024941 0.00210941 0.00197281 0.000488646 0.000962954 0.00162136 0.0015751 0.000620576 0.000948211 0.00104437 0.00118009 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shrinkage=0.01089 Tree=467 num_leaves=96 num_cat=0 split_feature=24 24 24 65 24 27 24 24 20 44 59 34 27 59 45 56 55 24 24 34 40 34 9 50 24 27 24 43 28 24 31 56 29 24 24 61 3 43 27 24 27 27 64 50 40 55 21 41 24 51 65 34 41 52 50 21 61 61 64 21 27 59 41 56 27 51 55 61 10 33 49 24 24 7 59 49 43 29 50 21 65 43 61 49 9 9 55 32 50 46 32 51 33 40 64 split_gain=87.5384 36.1537 7.40404 1.72506 1.27812 1.21091 0.985964 0.542316 0.42958 0.397516 0.771348 0.35188 0.219548 0.22032 0.23997 0.37627 0.21358 0.182302 0.177464 0.162349 0.228022 0.217666 0.187084 0.160807 0.146552 0.0993381 0.0820327 0.0617607 0.0787544 0.0584257 0.0936595 0.116539 0.0501365 0.0380499 0.0352996 0.035126 0.030813 0.0547675 0.0401839 0.0410366 0.0432061 0.0565613 0.0399305 0.0284653 0.0401937 0.0277963 0.0414232 0.0803888 0.0413494 0.0368167 0.0510123 0.0350313 0.0367041 0.0328437 0.0256908 0.0334093 0.0256508 0.0374191 0.0467699 0.103236 0.036704 0.0303799 0.0227955 0.022616 0.021948 0.0217387 0.0247355 0.0319279 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468 41 292 89 203 179 134 46 45 88 68 418 267 92 48 175 151 129 66 151 119 55 227 184 145 77 68 57 44 48 528 165 132 111 60 51 50 2013 507 172 304 234 103 70 56 3792 241 43 131 80 211 168 53 115 49 63 48 47 150 120 94 internal_count=180788 178564 2224 742 1482 167372 11192 720 377 350 43 9817 307 273 76 43 197 772 710 143 123 98 63 54 9792 343 1375 323 285 265 100 45 55 7779 468 41 292 89 203 179 134 46 45 88 68 418 267 92 48 175 151 129 66 151 119 55 227 184 145 77 68 57 44 48 528 165 132 111 60 51 50 2013 507 172 304 234 103 70 56 3792 241 43 131 80 211 168 53 115 49 63 48 47 150 120 94 is_linear=0 shrinkage=0.01089 Tree=468 num_leaves=96 num_cat=0 split_feature=18 18 18 18 39 18 18 18 29 35 34 37 37 0 9 22 18 18 49 53 55 18 18 9 21 18 34 0 49 18 9 59 59 37 38 28 51 51 21 27 21 59 21 37 34 21 41 63 29 59 11 46 52 22 46 18 2 50 49 47 62 37 41 32 65 47 50 61 33 27 18 46 55 50 61 39 27 65 18 64 6 46 34 52 33 62 35 55 22 47 50 46 37 27 32 split_gain=86.4667 34.7528 8.69107 2.24565 1.31199 1.14991 1.07933 0.815069 0.812029 1.52314 0.345767 0.231141 0.396612 0.392418 0.271993 0.291731 0.214718 0.17973 0.158389 0.135646 0.13054 0.107962 0.0958478 0.0931734 0.0882368 0.0856753 0.0805006 0.0950965 0.0909532 0.0459709 0.0424444 0.0462494 0.0498562 0.0618258 0.0639375 0.0423756 0.0424477 0.0829191 0.0419077 0.0339921 0.0328723 0.0327676 0.0366217 0.0321302 0.0377045 0.036282 0.0308831 0.0328762 0.0406998 0.0276865 0.0273481 0.0264166 0.0439713 0.0312185 0.0261299 0.0259488 0.0258386 0.0383616 0.034049 0.0254072 0.02341 0.022365 0.0213947 0.0300951 0.0339443 0.0262253 0.021095 0.0210049 0.0303403 0.0204571 0.0202448 0.0187495 0.0188625 0.0287873 0.0157926 0.0298475 0.0157157 0.0247921 0.0153077 0.0260708 0.0176477 0.015013 0.0146235 0.0144045 0.0148879 0.0143422 0.014135 0.0198095 0.0395863 0.0137835 0.0134891 0.0121586 0.0131855 0.0120019 0.0188306 threshold=16.155999999988129 7.6324999999997098 35.444999999999716 63.020999999997009 0.62740521540861571 24.655999999988129 49.406000000002685 11.007500000003349 65.156500000000975 59.780999999988133 6.9060000000026784 31.091923076923059 24.94953846153938 14.500000000000002 -0.87322439853274625 51.797500000011503 43.530999999988133 28.13249999999994 22.978010204081574 65.156000000000873 23.114128865979438 13.148999999999662 9.1244999999998999 -0.87322439853274625 1.1271282092117145 21.523500000000244 37.250000000003645 11.500000000000002 19.887112244897718 31.811999999987169 0.97827272159715795 40.687500000000007 42.312499999985455 13.462115384615364 8.8130000000128366 13.398499999999332 10.840593091366985 12.206684699633842 0.92807765030734379 1.5087117010388602 8.4297734919060492 36.53149999999733 3.9771220907669442 19.295692307693226 22.061999999987169 3.5793745263572285 45.688000000009204 8.7091567905764169 35.843499999988133 59.780999999988133 0.68301270189221941 9.0309999999972224 8.8595000000020736 17.219000000000964 9.8125000000000018 9.8230000000112359 12.500000000000002 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70 -18 -25 51 27 28 -26 41 31 -4 -33 -34 -35 -36 -37 -38 -39 -27 71 -19 46 50 -45 -46 47 -43 74 59 76 52 53 56 67 -24 -2 58 -58 62 -44 -52 65 -64 -65 -31 -56 68 -53 83 -12 -7 73 -73 -49 -76 -41 -78 79 80 -75 -72 -69 84 -23 86 87 -86 -89 -87 -85 92 -74 -55 -95 right_child=2 7 3 -5 -6 17 8 21 -10 -11 22 13 -14 -15 15 -17 19 29 -20 -21 -22 69 55 24 26 39 -28 -29 -30 49 -32 32 33 34 35 36 37 38 -40 43 -42 42 60 44 45 -47 -48 48 -50 -51 61 54 -54 93 66 -57 57 -59 -60 -61 -62 -63 63 64 -66 -67 -68 82 -70 -71 81 72 91 78 75 -77 77 -79 -80 -81 -82 -83 -84 90 85 89 -88 88 -90 -91 -92 -93 -94 94 -96 leaf_value=-6.5752465311676156e-05 0.0007648023232636992 0.0017761687527649778 0.0020650708606426548 0.0064345834541096368 -0.0027865484063672491 0.0019290322396156353 0.0045028118165117729 0.00070686827297363375 0.001541862527553132 0.0064465029705623976 0.00043720676474749486 0.0048370149331257361 0.0021882318602958134 0.002964914466573404 0.0029761388707711394 0.0021599959630592726 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34 32 22 20 21 49 23 30 4840 36 26 150 23 27 79 27 20 140 23 23 25 82 leaf_count=167144 41 26 39 21 21 32 24 983 24 21 757 29 39 25 27 24 23 37 31 30 28 204 2694 30 25 23 21 21 23 28 29 22 29 23 22 33 34 63 145 20 26 21 21 31 36 21 28 33 39 30 20 30 24 21 34 1121 24 25 29 29 21 34 41 23 30 20 20 25 45 20 26 24 33 34 32 22 20 21 49 23 30 4840 36 26 150 23 27 79 27 20 140 23 23 25 82 internal_value=0 -2.68093e-05 0.00207846 0.00291466 -6.60948e-05 0.0015525 0.00283086 0.000561485 0.00344779 0.00365541 0.000522046 0.00336008 0.00313134 0.00397232 0.00347756 0.00317607 0.00259551 0.00184684 0.00359509 0.0028918 0.00301111 0.000781144 0.000518584 0.00287587 0.0027517 0.00123023 0.00257795 0.00239469 0.00266395 0.00198333 0.00245965 0.00243024 0.00246843 0.00243581 0.00247999 0.00243614 0.00239812 0.00244906 0.00236613 0.00140468 0.00163753 0.00188409 0.00193608 0.00145006 0.00129063 0.0014582 0.00186497 0.00192925 0.00186071 0.00210838 0.00157156 0.00114458 0.00107445 0.00111786 0.00124434 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275 242 208 226 297 254 217 203 88 57 175 147 126 201 115 461 271 247 190 3815 119 78 53 171 42 54 142 94 53 48 54 136 75 716 5623 271 239 160 87 54 61 41 136 87 64 4866 61 696 530 326 283 256 106 43 166 79 56 128 107 is_linear=0 shrinkage=0.01089 Tree=469 num_leaves=96 num_cat=0 split_feature=18 19 18 23 18 27 18 18 22 2 41 18 18 34 39 37 0 37 41 53 9 55 18 39 9 25 31 37 18 18 44 44 23 22 52 21 55 9 63 21 34 27 19 21 6 37 18 43 58 9 21 37 40 57 57 50 27 53 34 31 22 43 50 34 49 21 18 18 56 18 44 44 39 9 22 23 10 64 53 27 10 19 21 21 12 27 39 18 27 39 55 57 0 59 52 split_gain=84.5958 34.0038 8.50291 2.27845 1.12501 1.06539 1.05792 0.796622 0.237917 0.294962 0.668666 0.210071 0.175832 0.162027 0.161556 0.149727 0.329478 0.141124 0.223482 0.1327 0.132449 0.127695 0.105628 0.102291 0.0911404 0.0979133 0.100071 0.143626 0.0908348 0.0838182 0.053974 0.0518253 0.0508757 0.100749 0.0495268 0.0466987 0.0462982 0.0438451 0.052568 0.0442923 0.0389376 0.0332508 0.0329361 0.0382754 0.0420828 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34 44 44 6 29 2 23 47 31 22 57 22 29 18 27 25 10 29 44 44 63 47 10 55 51 63 51 18 44 44 27 25 53 63 27 44 65 27 6 35 51 9 51 25 37 18 57 3 57 55 45 29 56 61 20 27 52 51 61 59 split_gain=82.2368 33.377 7.48841 1.78092 1.16019 1.06097 0.824718 0.800052 0.339391 0.254844 0.529812 0.350775 0.361347 0.266555 0.263872 0.256115 0.252423 0.191834 0.14295 0.121125 0.109222 0.105444 0.101128 0.14596 0.15674 0.0780605 0.0758077 0.0655001 0.0926481 0.055746 0.0630179 0.0475648 0.0433455 0.0664765 0.0853054 0.0586071 0.0333475 0.0659679 0.0380602 0.0434707 0.0669273 0.0333543 0.0316129 0.0482602 0.0480341 0.030883 0.0306126 0.0301939 0.0251289 0.0250301 0.0299251 0.0288654 0.0433069 0.0496642 0.0319931 0.02815 0.0262148 0.0253957 0.0242216 0.0331846 0.0306327 0.0287264 0.0219037 0.0213358 0.0431419 0.0215568 0.0363426 0.0263811 0.047587 0.0234296 0.022211 0.0206396 0.0204769 0.0261882 0.0204126 0.0196119 0.0187674 0.0183475 0.0289144 0.0182075 0.0176931 0.0168697 0.0160388 0.0159306 0.0156469 0.0156317 0.0187104 0.0189361 0.0205903 0.0187148 0.0388631 0.0194374 0.013596 0.013457 0.0130673 threshold=16.405999999988129 6.9060000000026784 33.905999999999047 65.257999999998006 9.5257461139896247 48.061999999987172 10.687999999996466 25.188000000012838 7.6324999999997098 14.500000000000002 31.091923076923059 25.378615384615284 52.429749999999338 50.155999999988133 52.757499999999716 47.679499999999287 11.500000000000002 40.812499999989093 8.9690000000005075 12.882999999999813 29.194999999999713 20.210999999999334 5.5000000000000009 21.337953608247414 12.056812369619644 9.0470000000013915 8.8280000000006584 44.687499999989093 18.154639175257735 41.968750000000007 39.562500000010921 44.594000000011881 10.537454178465598 14.578000000001341 37.827999999999527 34.906500000011881 31.718499999988129 29.093500000002681 -0.84646129610493615 32.020499999998727 8.5000000000000018 33.646000000000647 54.132999999999818 14.205357142856625 29.194999999999713 10.5971741659211 19.405999999988129 20.812999999997377 14.550999999999137 1.5087117010388602 23.193250000000265 0.75486518014148152 27.773499999999334 16.328500000012358 15.562500000000002 13.262741838586033 41.062500000000007 -0.68543205262022666 14.011025773195879 10.423769733943198 12.181609411324287 15.656716154178453 8.3829999999998126 9.0315000000009622 9.4379999999973752 7.6783430791301726 23.734375000000004 50.453000000001346 12.541219964034761 1.607887985567422 27.226999999998956 52.516000000012362 2.0530466195608441 -0.95394862377089173 38.312500000000007 9.9947195299474885 0.61132034890850739 9.8126774867775115 26.476624999999334 20.51442307692308 9.8125000000000018 3.1557655572933103 4.5000000000000009 10.433856000959752 14.755469072164955 7.1547629242129966 19.052000000001502 9.8125000000000018 9.690497409326424 17.859500000005941 3.296418816272666 8.9690000000005075 12.39010013825636 11.435396373057058 18.530999999999043 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 -1 17 8 21 -3 10 11 12 13 14 26 -12 -13 29 -11 81 63 45 -19 24 -24 62 -7 -26 -29 30 42 -25 -32 -34 -35 -36 37 38 72 76 -41 -39 43 -4 -45 46 84 -23 -21 50 -49 52 53 57 -53 56 77 -51 -46 -60 79 -62 94 -9 -65 66 -66 68 69 -68 -69 -47 -22 -74 83 -71 -40 78 -54 -61 -27 -8 -59 -42 85 86 87 88 -2 -88 91 -91 -70 -90 -10 right_child=2 6 3 -5 -6 9 19 20 25 18 15 16 -14 -15 -16 -17 -18 22 -20 48 36 47 23 31 27 80 -28 28 -30 -31 32 -33 33 34 35 -37 -38 41 39 40 74 -43 -44 44 58 71 -48 49 -50 51 -52 54 55 -55 -56 -57 -58 82 59 60 61 -63 -64 64 65 -67 67 70 92 75 -72 -73 73 -75 -76 -77 -78 -79 -80 -81 -82 -83 -84 -85 -86 -87 89 -89 93 90 -92 -93 -94 -95 -96 leaf_value=-6.4356903892272816e-05 0.0012111887134338166 0.0015789372049720412 0.0017554605580957752 0.0059888169470367651 -0.002686034544916456 0.0033698592836964715 0.00071704307032351459 0.0013662436057677097 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26 21 26 524 21 20 39 30 22 3071 20 21 21 32 30 21 20 28 24 23 22 34 22 23 22 32 43 20 32 26 28 20 323 21 22 26 28 40 21 31 20 42 34 24 85 38 3631 22 24 50 33 26 24 38 24 22 31 21 28 27 25 21 22 28 948 456 28 33 30 27 24 26 22 23 24 26 24 29 230 leaf_count=167309 21 35 22 20 20 39 620 30 1285 30 22 20 30 34 22 26 26 21 26 524 21 20 39 30 22 3071 20 21 21 32 30 21 20 28 24 23 22 34 22 23 22 32 43 20 32 26 28 20 323 21 22 26 28 40 21 31 20 42 34 24 85 38 3631 22 24 50 33 26 24 38 24 22 31 21 28 27 25 21 22 28 948 456 28 33 30 27 24 26 22 23 24 26 24 29 230 internal_value=0 -2.6272e-05 0.00204658 0.00277218 -6.46708e-05 0.00270451 0.000551377 0.00151409 0.000508494 0.00324772 0.00340337 0.00314501 0.0034086 0.00312881 0.00346971 0.00442901 0.00231235 0.00246083 0.0025819 0.000756515 0.00179286 0.00125706 0.00277139 0.00286886 0.00263012 0.0005044 0.00308619 0.00229513 0.00203797 0.00234814 0.00237972 0.00334919 0.00259089 0.00247314 0.00232102 0.00260681 0.0019382 0.00190644 0.00199569 0.00209508 0.00221929 0.00159986 0.00229851 0.00225515 0.00229702 0.00111498 0.0011591 0.00138565 0.000854087 0.00140994 0.00115586 0.00144534 0.00149202 0.001631 0.00119291 0.0013423 0.00144001 0.0014882 0.00225327 0.00229738 0.00223471 0.00233087 0.000476258 0.00165093 0.00167998 0.0016414 0.00168889 0.00163874 0.00156276 0.00170161 0.00185929 0.000856616 0.00178645 0.00166574 0.0023647 0.00182424 0.00181349 0.00133933 0.00145487 0.00200584 0.000540423 0.000679667 0.00158933 0.0022358 0.00112047 0.00108797 0.00112252 0.00101404 0.000921001 0.00123159 0.00114236 0.00131921 0.00127807 0.000800515 0.000441261 internal_weight=0 178452 2299 973 167329 953 11123 1326 9200 295 239 191 145 115 81 48 46 658 56 1923 636 690 175 154 103 9165 59 64 42 483 451 51 125 95 75 47 314 292 226 153 106 66 326 283 261 328 280 362 847 342 42 300 253 131 47 122 91 91 241 209 175 123 5146 322 292 270 220 196 146 98 50 48 73 52 83 65 47 71 50 52 4019 1076 70 55 252 222 195 98 72 97 73 49 48 51 1515 internal_count=180751 178452 2299 973 167329 953 11123 1326 9200 295 239 191 145 115 81 48 46 658 56 1923 636 690 175 154 103 9165 59 64 42 483 451 51 125 95 75 47 314 292 226 153 106 66 326 283 261 328 280 362 847 342 42 300 253 131 47 122 91 91 241 209 175 123 5146 322 292 270 220 196 146 98 50 48 73 52 83 65 47 71 50 52 4019 1076 70 55 252 222 195 98 72 97 73 49 48 51 1515 is_linear=0 shrinkage=0.01089 Tree=471 num_leaves=96 num_cat=0 split_feature=30 40 30 23 21 30 30 30 30 0 37 21 37 62 25 31 51 0 21 22 55 30 30 30 3 21 55 21 30 46 21 20 30 51 47 64 20 44 44 6 62 23 40 46 6 47 31 22 3 21 35 30 46 46 62 51 55 51 63 22 21 30 55 46 55 44 21 64 56 52 62 49 51 63 44 37 47 21 59 51 64 33 25 58 37 44 28 26 33 28 33 30 63 65 62 split_gain=80.4576 32.6606 7.32629 1.74237 1.11479 1.038 0.805724 0.782723 0.29367 0.249316 0.51833 0.387801 0.343166 0.455826 0.896841 0.492328 0.329598 0.246947 0.226167 0.187675 0.132015 0.106851 0.104627 0.103155 0.0997649 0.118008 0.114365 0.116725 0.0856547 0.0791302 0.059612 0.0545295 0.0616461 0.035144 0.0827284 0.0735232 0.0556209 0.032615 0.0645338 0.0372266 0.0382682 0.0326241 0.0324051 0.0520978 0.0535508 0.0309149 0.047204 0.0469844 0.0259657 0.0646715 0.0252657 0.0245804 0.0245713 0.0258426 0.0240923 0.0297451 0.0236861 0.0324545 0.0299553 0.028541 0.0228168 0.0227415 0.0223686 0.0214436 0.0213316 0.0242727 0.0207716 0.0282542 0.0199539 0.0190233 0.0228898 0.0474072 0.0392282 0.0391387 0.0358601 0.0302596 0.025699 0.0243604 0.0226067 0.0212994 0.01895 0.0186919 0.0296144 0.018261 0.0178036 0.017449 0.0353094 0.0167721 0.0449658 0.040709 0.0302415 0.0167507 0.0150099 0.0157528 0.0145387 threshold=16.405999999988129 5.2884999999896545 33.905999999999047 65.257999999998006 0.10040916292852707 48.061999999987172 10.885000000002039 25.188000000012838 7.6324999999997098 14.500000000000002 31.091923076923059 2.3857782797104057 25.378615384615284 9.0940000000005075 46.089875000002401 23.103785714286108 13.592196200795081 11.500000000000002 1.4580541827975857 40.812499999989093 19.287422680412384 29.194999999999713 12.882999999999813 20.210999999999334 3.5000000000000004 2.5300280630934884 21.337953608247414 1.7681205063531757 9.1255000000001036 8.9065000000009622 0.79514157544805941 41.968750000000007 39.562500000010921 11.699746762666345 48.750000000000007 8.7574999999997107 38.198999999999621 31.718499999988129 29.093500000002681 -0.84646129610493615 8.9840000000002096 33.646000000000647 9.1244999999998999 8.8280000000006584 -0.67619580640964327 54.132999999999818 14.205357142856625 29.194999999999713 4.5000000000000009 1.547149637234309 20.905999999999043 14.550999999999137 8.2340000000003801 9.0309999999972224 8.6880000000091986 2.8454233614855577 14.011025773195879 10.423769733943198 12.181609411324287 37.687499999989093 3.3149165902116109 8.4455000000120908 13.540515463917663 8.8744999999998999 16.697891752577302 12.757499999999711 1.6404877323611058 8.7574999999997107 11.187999999997375 7.7190000000118753 9.1479999999992305 20.833387755102105 10.785634598161286 4.804999440106335 15.405999999988127 15.391807692307621 29.405999999988129 2.7838793975223628 42.312499999985455 6.7073554227657564 8.5154999999995216 4.3640357666921679 25.578250000003212 9.0620000000017189 20.51442307692308 22.844000000000964 30.398499999999334 26.765499999999523 5.7832849775150006 8.9690000000027812 7.1567165368703032 9.9894999999996816 2.5335920540750063 29.112500000000004 9.6095000000000272 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 5 -1 19 8 23 -3 10 12 -12 13 14 15 -7 -15 -14 -11 31 -18 42 92 52 26 30 27 -21 61 -28 -26 32 45 36 -35 -36 -34 38 39 85 -41 -40 48 -44 -45 46 -4 -48 87 -50 -25 -24 -2 54 -54 -56 -49 -58 84 -60 -47 -10 -42 -57 65 83 -46 -68 81 -52 72 73 74 -72 79 -75 -77 -73 -78 -71 -74 -64 -83 -55 -59 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713 323 300 223 194 117 396 77 174 55 119 65 54 361 152 209 178 108 5186 3962 1150 47 77 50 61 272 237 153 84 46 83 70 46 50 663 is_linear=0 shrinkage=0.01089 Tree=474 num_leaves=96 num_cat=0 split_feature=24 40 24 57 24 24 37 23 28 24 24 37 37 23 50 24 24 24 33 24 37 21 64 23 44 21 57 9 6 40 24 24 9 38 21 46 46 46 23 44 51 0 38 58 51 51 47 27 50 6 27 61 24 21 22 47 24 21 21 22 33 21 21 56 47 59 58 50 27 38 21 61 5 61 56 21 40 64 28 33 3 33 26 28 21 21 24 27 46 46 61 23 53 21 27 split_gain=74.0334 31.7932 5.51973 1.20826 1.14359 0.92414 0.834637 1.93798 0.624722 0.592572 0.275923 0.233488 0.221811 0.257628 0.176546 0.279626 0.138912 0.134094 0.123292 0.0906313 0.0849455 0.0989968 0.0810995 0.145747 0.128414 0.136887 0.107933 0.107416 0.0766743 0.103541 0.0764499 0.0751676 0.0497736 0.0363127 0.0360333 0.0356151 0.0334575 0.0537148 0.0322106 0.038159 0.0574293 0.0467468 0.0751138 0.0515817 0.0514213 0.033718 0.0316704 0.0309518 0.0298266 0.0409974 0.0297338 0.0466084 0.0281308 0.0276779 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925 11339 282 239 43 1216 9905 210 162 43 119 93 9868 643 48 631 71 49 249 59 190 163 49 114 75 42 1434 585 207 394 378 367 268 164 335 295 229 208 115 93 81 52 110 73 144 124 171 137 2646 101 52 49 7222 104 81 361 90 66 45 70 78 53 53 271 228 208 121 87 43 59 40 270 171 99 76 52 54 61 2300 46 492 451 169 282 256 207 97 57 110 57 117 internal_count=180832 178691 2141 167352 925 11339 282 239 43 1216 9905 210 162 43 119 93 9868 643 48 631 71 49 249 59 190 163 49 114 75 42 1434 585 207 394 378 367 268 164 335 295 229 208 115 93 81 52 110 73 144 124 171 137 2646 101 52 49 7222 104 81 361 90 66 45 70 78 53 53 271 228 208 121 87 43 59 40 270 171 99 76 52 54 61 2300 46 492 451 169 282 256 207 97 57 110 57 117 is_linear=0 shrinkage=0.01089 Tree=475 num_leaves=96 num_cat=0 split_feature=30 30 30 39 30 30 37 23 30 19 34 37 37 23 50 30 34 30 30 2 30 34 62 34 39 37 37 56 57 30 30 34 34 30 46 27 39 62 23 57 39 32 37 37 25 49 38 26 27 25 51 38 45 56 23 56 38 58 56 45 46 32 61 30 39 27 2 39 51 2 46 19 50 37 26 32 23 46 46 39 57 45 23 38 34 55 43 19 2 55 2 46 23 12 30 split_gain=72.4323 30.9492 5.54802 1.32483 1.11884 0.900412 0.816558 1.89599 0.618089 0.445761 0.345236 0.228416 0.216997 0.252041 0.172714 0.273556 0.163587 0.13508 0.131178 0.106337 0.100368 0.0856768 0.0816266 0.187946 0.0942519 0.157425 0.121856 0.0948197 0.0778008 0.0754654 0.0735299 0.0730666 0.0389523 0.0377482 0.0348275 0.0341325 0.0417233 0.0374865 0.0299188 0.0319789 0.0351792 0.0301157 0.0593484 0.0592342 0.0564889 0.0526502 0.0331401 0.0311491 0.0278897 0.0240863 0.0238146 0.0346324 0.0344043 0.0232227 0.0229398 0.0436313 0.0254129 0.0228979 0.0251067 0.0364021 0.0373297 0.0337908 0.0328343 0.0241047 0.0222921 0.0330698 0.0258643 0.0277991 0.0240562 0.0236134 0.0389288 0.0224868 0.0377579 0.0247349 0.0207269 0.0372507 0.0204646 0.0204078 0.0203287 0.0218655 0.0209334 0.030549 0.026923 0.020026 0.0184901 0.0182058 0.0179835 0.020611 0.0178145 0.0160117 0.0138298 0.0130157 0.0132126 0.0126747 0.0122664 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48 9875 643 249 655 71 223 54 169 125 44 90 42 1413 585 48 394 8207 369 207 162 129 337 295 56 239 160 136 115 79 55 75 45 41 378 349 311 42 108 78 57 298 274 249 88 68 161 42 357 252 105 78 46 230 195 118 82 59 113 82 77 533 275 255 211 185 161 48 56 44 110 80 51 55 504 4328 4295 1668 4255 is_linear=0 shrinkage=0.01089 Tree=476 num_leaves=96 num_cat=0 split_feature=30 30 30 39 30 30 35 30 34 29 26 30 30 35 49 28 33 38 21 45 33 38 26 34 30 30 20 40 3 33 34 40 40 23 39 21 34 21 49 33 44 39 6 30 40 63 44 21 34 33 29 41 28 59 9 46 23 33 26 44 41 21 55 21 38 29 7 50 58 20 39 64 6 63 33 40 9 45 55 21 30 46 30 44 21 8 6 57 34 21 30 58 29 29 39 split_gain=72.5081 29.1177 6.62615 1.46658 1.28696 0.887579 0.696537 0.692032 0.320159 0.21651 0.446183 0.124668 0.117949 0.105262 0.107209 0.182507 0.175943 0.133667 0.265248 0.19895 0.18894 0.21632 0.0938631 0.15865 0.090247 0.0848627 0.0754058 0.0432758 0.0499275 0.0428349 0.0425532 0.0419503 0.0930868 0.0660453 0.140048 0.0493126 0.0492209 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4.6402976576784036 5.1411602169788209 9.7914999999884476 0.43982890882219988 7.8744403611284772 12.561453608247422 2.1216738969464495 9.8739999999961601 5.2884999999896545 8.3829999999998126 22.359499999998665 1.1935962466410353 1.0000000180025095e-35 -0.45577996714292668 8.211902904757304 11.187500000000002 0.82872914755097338 38.187500000000007 8.7650000000033987 28.312500000003642 32.844000000011881 8.7996789187093771 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 25 11 9 8 -3 10 13 53 27 14 -6 16 -16 18 30 -20 21 -19 -21 -24 -9 39 81 28 49 31 -17 32 36 48 35 -35 -27 -30 -31 -4 41 -41 90 44 45 -44 79 -45 -33 94 -13 52 -29 54 84 56 -54 -51 -59 60 61 62 63 67 65 -64 -63 -14 -26 -52 -71 73 -73 -72 75 76 77 -75 -76 -46 -28 -10 -83 -57 89 87 -87 88 -86 -2 -43 92 -80 -58 -7 right_child=2 7 4 -5 6 12 -8 24 26 -11 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0.0017571784768248236 0.0014142741266373008 0.00053207426622753774 0.0015696252050421012 0.0018941355326575506 0.00055137714629249041 0.00041220153066916953 0.00045858706927234116 0.0014316179246697818 0.0011971299206834886 0.0011935130111241502 0.00080646123195632455 0.001047583596816443 0.0016842410450635811 0.00078428627637555713 0.0016528825586861924 0.0016890238634010375 0.0011336550659859345 0.0020631130157712095 0.0019609705879073255 leaf_weight=167177 101 24 39 20 20 26 20 1116 21 26 21 20 35 39 24 23 21 24 27 26 36 23 29 37 23 21 3111 20 35 20 20 22 20 22 27 22 20 28 21 29 23 27 35 23 33 21 21 27 28 42 33 38 20 24 47 24 20 32 22 27 24 36 20 41 23 25 30 23 635 35 26 23 21 23 23 28 31 21 31 25 1042 1511 3637 21 27 44 33 27 24 38 20 26 33 20 29 leaf_count=167177 101 24 39 20 20 26 20 1116 21 26 21 20 35 39 24 23 21 24 27 26 36 23 29 37 23 21 3111 20 35 20 20 22 20 22 27 22 20 28 21 29 23 27 35 23 33 21 21 27 28 42 33 38 20 24 47 24 20 32 22 27 24 36 20 41 23 25 30 23 635 35 26 23 21 23 23 28 31 21 31 25 1042 1511 3637 21 27 44 33 27 24 38 20 26 33 20 29 internal_value=0 -2.4708e-05 0.00189589 -6.0596e-05 0.00259175 0.00141768 0.0030484 0.000514891 0.000477451 0.00294777 0.00301552 0.00115817 0.00170773 0.00292215 0.0029899 0.00304355 0.00368587 0.00292516 0.00274076 0.00247403 0.00328393 0.00282397 0.00223076 0.0024505 0.000712112 0.00224367 0.00047421 0.00158067 0.0014773 0.00240878 0.00347669 0.00248186 0.00224242 0.00260192 0.00281861 0.00319987 0.00254137 0.00121679 0.0020826 0.00212944 0.00216881 0.00213132 0.00217498 0.00224206 0.00214529 0.00237585 0.00198092 0.00250175 0.00229261 0.00158562 0.00129826 0.00171601 0.00179512 0.00101448 0.00103934 0.00187748 0.00202691 0.00146948 0.0016255 0.00187616 0.001843 0.00187779 0.00179683 0.00193274 0.00159801 0.00143427 0.00208158 0.00213116 0.000813478 0.00132078 0.00129282 0.00133167 0.00109446 0.00137458 0.00141515 0.00128083 0.00110217 0.000881078 0.00153709 0.0021445 0.00050882 0.000446396 0.000444979 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28 19 18 49 51 18 18 3 18 44 18 19 19 40 11 52 47 28 19 47 51 29 44 51 49 47 51 40 29 28 55 46 46 46 51 13 58 44 47 58 19 6 52 65 58 19 2 63 31 35 51 5 8 28 5 46 9 45 18 46 25 50 31 18 55 5 25 58 6 18 6 12 2 1 65 55 32 34 25 10 10 split_gain=70.9395 28.487 6.48277 1.25909 1.03447 0.86837 0.681448 0.677041 0.31323 0.211814 0.420986 0.122353 0.135728 0.135311 0.143709 0.205297 0.195248 0.195205 0.171867 0.12197 0.115386 0.094022 0.0882896 0.0836346 0.0830182 0.0737699 0.06252 0.0423337 0.0591847 0.0416928 0.0629676 0.0436959 0.0408468 0.0577088 0.054248 0.0271315 0.0269969 0.0288128 0.0649477 0.0317295 0.048944 0.0402594 0.0266189 0.0335321 0.0259957 0.0242352 0.0326721 0.0241676 0.0234089 0.0313984 0.0229036 0.0226878 0.0499479 0.039104 0.023324 0.0421699 0.023339 0.0244198 0.0217009 0.0210261 0.0265416 0.0256892 0.0383328 0.0492248 0.0326206 0.0393014 0.0311438 0.0322888 0.0264437 0.0259162 0.0209728 0.020632 0.0205124 0.0205016 0.0201276 0.0198479 0.018771 0.0187083 0.0172662 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119 86 658 354 321 296 256 214 185 67 118 79 40 43 53 52 4153 5169 83 178 42 5148 52 51 131 60 42 1116 57 356 156 145 79 1511 108 88 61 125 103 internal_count=180679 178317 2362 962 167197 1400 416 11120 9346 396 370 349 328 257 204 161 138 103 67 739 661 53 1774 71 546 9322 43 377 214 223 67 156 125 90 58 374 323 299 69 230 142 88 163 133 365 344 199 113 115 55 88 284 257 43 214 172 119 86 658 354 321 296 256 214 185 67 118 79 40 43 53 52 4153 5169 83 178 42 5148 52 51 131 60 42 1116 57 356 156 145 79 1511 108 88 61 125 103 is_linear=0 shrinkage=0.01089 Tree=478 num_leaves=96 num_cat=0 split_feature=18 18 18 18 62 27 18 18 18 35 21 34 18 37 37 20 27 40 28 26 61 18 62 20 18 18 40 52 18 20 47 53 53 53 63 61 22 21 3 40 44 46 2 62 0 21 44 47 27 64 18 18 40 46 58 49 3 43 46 46 20 44 47 55 43 37 53 21 43 49 21 58 49 37 47 27 34 37 21 2 43 47 44 51 18 49 51 2 64 55 52 53 3 34 18 split_gain=68.896 27.5824 6.69423 1.62029 2.32137 1.14868 0.82276 0.784738 0.626875 0.537188 0.685493 0.329999 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580 21 21 20 31 28 28 28 37 20 36 21 27 32 37 2418 37 39 27 25 463 35 28 22 20 22 29 32 25 20 23 23 21 25 20 31 36 22 32 39 27 20 4655 854 32 34 45 25 28 20 40 40 22 36 65 29 32 28 36 24 31 21 24 20 30 22 25 30 31 38 23 39 21 32 22 24 501 28 25 25 32 203 1282 20 20 33 23 internal_value=0 -2.44506e-05 0.00185478 0.00256418 0.00455843 -5.92775e-05 0.00137725 0.00246177 0.000502493 0.00285746 0.00169744 0.00046909 0.00301143 0.00291646 0.00272758 0.00320314 0.00297218 0.00330699 0.00292988 0.00269058 0.00337787 0.00114565 0.00305391 0.000465846 0.00167833 0.00219881 0.00230329 0.00208681 0.000704012 0.00226977 0.00204884 0.00244246 0.00250606 0.00243198 0.0023516 0.00225282 0.00209509 0.00230366 0.00204101 0.000442409 0.00197772 0.00202789 0.00194972 0.00183314 0.0019924 0.00220338 0.00182095 0.00178111 0.000813836 0.00129408 0.000441149 0.000510123 0.00156902 0.00164503 0.00174672 0.00141305 0.0014721 0.00154413 0.00101801 0.000955693 0.00101408 0.000916976 0.0011519 0.00110711 0.0011608 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156 132 96 65 44 83 334 161 139 61 173 61 112 60 52 86 64 1081 78 50 57 77 1508 1305 88 63 63 43 is_linear=0 shrinkage=0.01089 Tree=479 num_leaves=96 num_cat=0 split_feature=18 18 18 23 33 18 18 18 34 44 3 41 6 21 19 50 52 6 55 52 18 18 18 19 18 18 21 46 41 47 2 33 55 37 19 47 63 35 58 3 44 46 2 34 34 21 44 47 18 33 59 21 9 21 63 63 50 18 46 51 51 26 33 33 3 51 46 46 19 44 47 55 43 37 59 59 55 59 44 52 55 65 18 3 21 58 44 51 55 18 33 21 43 23 55 split_gain=67.4055 26.985 6.54936 1.78181 1.23634 0.935915 0.804942 0.613298 0.322856 0.197871 0.407896 0.231641 0.27781 0.185051 0.303503 0.178257 0.17745 0.168511 0.144352 0.222519 0.138571 0.123027 0.0940902 0.0806814 0.0770468 0.0704828 0.0588869 0.106889 0.0915514 0.0750701 0.0542865 0.0447273 0.0856277 0.0486766 0.0783488 0.0715946 0.0490248 0.0426967 0.042369 0.0321437 0.0236817 0.0475838 0.0310596 0.0268443 0.0257038 0.0247332 0.0233035 0.0509526 0.022537 0.0217773 0.0204677 0.0419573 0.022317 0.0308815 0.0227787 0.0237183 0.0330317 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46 37 37 4 41 split_gain=64.5408 25.9949 6.46453 1.10025 0.898769 0.779932 0.867874 0.556157 0.5306 0.463506 0.353562 0.497022 0.240309 0.171371 0.132328 0.121773 0.118209 0.116106 0.107692 0.293224 0.10821 0.107336 0.0922652 0.0801516 0.0724606 0.0722759 0.0686047 0.0805228 0.0579946 0.0652039 0.0507454 0.045245 0.0367087 0.0353757 0.0586396 0.046176 0.0351879 0.0334716 0.0420222 0.0329679 0.0610795 0.040574 0.0399946 0.0392688 0.0383736 0.0434222 0.0326898 0.032447 0.0313751 0.0259233 0.0329592 0.0465352 0.0271301 0.032897 0.0278373 0.0253348 0.0302889 0.0252785 0.0252138 0.0238672 0.0288748 0.0363704 0.0297446 0.0242964 0.0236789 0.0225085 0.0233905 0.0216307 0.0211742 0.0304995 0.020833 0.0208187 0.0269109 0.020728 0.0266894 0.0340151 0.0261553 0.0202903 0.0202448 0.0195096 0.0183584 0.0168526 0.015967 0.0154732 0.0195701 0.0273573 0.0172865 0.015389 0.0151162 0.0150754 0.0146739 0.0145928 0.0296104 0.0149054 0.0174396 threshold=15.561999999990805 4.2889999999988513 34.437499999985455 48.812750000011881 24.655999999988129 59.664000000004314 66.218500000000873 7.6324999999997098 10.770000000004076 8.5000000000000018 59.062500000000007 32.625000000000007 7.6324999999997098 42.655999999999047 -0.6880826349756709 41.650499999985193 21.337953608247414 29.194999999999713 9.5544999999881401 14.500000000000002 31.091923076923059 20.210999999999334 56.155999999988133 40.836000000000702 12.882999999999813 9.0940000000005075 8.929499999991096 9.7340000000003801 40.655999999988133 41.968750000000007 17.024479381443317 50.780999999988133 1.5087117010388602 9.8644999999996816 36.828499999999629 26.765499999999523 36.938000000012842 31.56249999998909 8.9925000000002928 13.500000000000002 9.5544999999881401 2.8441442180264631 24.034642857142902 4.1124388697492877 36.956730769230781 9.0940000000027812 16.786726804123603 6.9060000000026784 8.8130000000091986 11.165884615384412 22.616071428569352 20.562500000000004 -0.25033082153100961 14.500000000000002 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54 32 70 25 22 32 20 25 27 25 27 21 21 23 30 49 402 27 35 20 37 29 23 25 25 63 21 22 27 5106 26 1004 27 35 25 29 26 20 29 36 22 31 24 52 leaf_count=167250 22 33 25 34 20 20 20 35 1008 36 21 25 22 21 25 20 25 39 24 29 21 21 23 24 702 23 30 21 31 33 36 20 24 23 20 33 35 28 42 23 31 22 25 20 28 34 22 2658 30 37 45 54 32 70 25 22 32 20 25 27 25 27 21 21 23 30 49 402 27 35 20 37 29 23 25 25 63 21 22 27 5106 26 1004 27 35 25 29 26 20 29 36 22 31 24 52 internal_value=0 -2.41776e-05 0.00176373 0.00247436 0.00131912 0.00308808 0.00326529 -5.78369e-05 0.000489662 0.00306073 0.00283812 0.00201168 0.000457065 0.00224622 0.00249591 0.00233793 0.00196748 0.00159831 0.00312338 0.00340343 0.00395572 0.00106316 0.00277058 0.00257798 0.000665929 0.000453736 0.00240132 0.00216766 0.00212529 0.00209167 0.00295168 0.00159684 0.00121668 0.00213088 0.00219716 0.00188328 0.00196276 0.00174299 0.00192686 0.00227777 0.00238319 0.00220749 0.00207855 0.00268824 0.00210324 0.00193653 0.00227937 0.000491157 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714 133 74 45 779 59 100 1710 9215 76 51 459 428 57 40 320 395 283 58 112 344 90 225 140 89 69 51 85 57 44 3685 254 370 350 226 181 127 95 77 54 41 459 279 252 180 72 155 134 437 252 5530 111 84 215 124 87 195 172 147 93 50 49 51 5508 185 3662 203 176 141 90 51 48 54 61 159 137 106 76 is_linear=0 shrinkage=0.01089 Tree=481 num_leaves=96 num_cat=0 split_feature=18 46 18 20 18 37 23 53 18 18 18 34 64 34 18 9 18 29 49 62 35 18 37 52 18 18 55 29 18 27 34 51 29 31 27 20 49 61 59 37 62 27 58 47 46 18 59 43 34 37 31 34 9 0 49 51 46 27 32 3 61 9 43 35 18 61 47 46 52 34 0 55 2 64 18 47 43 29 29 20 23 49 18 55 55 52 62 37 37 4 47 52 52 58 2 split_gain=63.1445 25.4319 6.32465 1.07642 0.879293 0.767302 0.86527 0.550636 0.544118 0.519104 0.235106 0.227384 0.188174 0.236732 0.167652 0.129447 0.113587 0.107657 0.112291 0.109061 0.106916 0.105011 0.0906952 0.194929 0.0708878 0.0707466 0.0496302 0.0421209 0.0412178 0.0359084 0.0342172 0.0618573 0.0404602 0.0521271 0.0496688 0.0400853 0.0497695 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32 31 22 3 21 24 24 24 21 33 34 43 55 35 23 22 34 35 46 37 56 34 46 33 27 27 37 9 34 43 65 24 27 9 56 38 11 34 65 55 40 27 40 55 24 27 45 32 21 7 47 43 64 21 52 21 27 22 9 22 35 58 8 55 55 49 31 32 64 21 40 46 22 5 24 9 52 43 51 46 24 split_gain=63.1005 26.3085 4.98331 1.48849 1.28395 0.759926 0.661758 0.584257 0.518592 0.434431 0.287758 0.283711 0.258238 0.184129 0.30583 0.159167 0.110534 0.176332 0.143936 0.0981007 0.0977374 0.0803479 0.0800868 0.181276 0.164665 0.161781 0.153165 0.074066 0.0729101 0.0471598 0.0527618 0.0625844 0.0554223 0.100053 0.0551734 0.0634986 0.0849532 0.05372 0.0515266 0.0562807 0.043095 0.0452004 0.041428 0.0403599 0.0334 0.0306649 0.0275856 0.0442672 0.0303724 0.0366297 0.034848 0.0342387 0.0298597 0.0319438 0.0259059 0.0255791 0.0239408 0.0346845 0.0237036 0.0235538 0.0316618 0.0253184 0.0232496 0.0304826 0.0231472 0.0384801 0.0201112 0.0200214 0.0194258 0.0194175 0.0193389 0.0370619 0.0243616 0.0269523 0.0253474 0.0188412 0.048488 0.0362781 0.0264388 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133 108 73 59 579 3589 365 345 289 250 214 189 92 97 63 43 67 47 43 930 41 56 426 396 94 40 364 73 41 47 1924 internal_count=180498 178340 2158 167091 846 11249 1312 820 332 307 272 244 9740 211 159 52 488 141 87 713 9709 1509 139 40 99 77 55 48 599 347 326 48 278 97 181 114 92 56 67 44 440 408 72 54 159 7785 376 69 307 245 139 62 106 72 43 385 328 167 51 161 114 68 115 80 133 108 73 59 579 3589 365 345 289 250 214 189 92 97 63 43 67 47 43 930 41 56 426 396 94 40 364 73 41 47 1924 is_linear=0 shrinkage=0.01089 Tree=483 num_leaves=96 num_cat=0 split_feature=24 25 24 32 65 24 24 19 19 28 9 24 21 33 27 22 27 21 41 55 24 24 64 10 27 24 27 24 9 65 34 1 46 31 41 64 43 49 41 33 22 34 46 28 26 46 47 47 21 34 43 41 45 49 33 24 25 27 28 27 25 21 32 65 40 55 21 51 22 64 43 51 50 64 50 27 22 9 22 41 44 43 26 19 40 22 44 32 49 24 27 46 21 24 40 split_gain=61.7355 25.7464 4.87546 1.78815 1.25614 0.768794 0.647423 0.54992 0.583972 0.521813 0.263122 0.809524 0.548539 0.166683 0.133964 0.122566 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161 42 155 123 102 81 60 73 53 365 345 289 250 214 127 88 58 189 44 145 101 64 44 6682 42 56 850 94 49 is_linear=0 shrinkage=0.01089 Tree=484 num_leaves=96 num_cat=0 split_feature=18 18 18 18 27 27 18 18 18 29 23 59 46 41 18 12 29 38 65 21 26 62 18 18 18 8 21 44 50 18 61 23 23 44 27 61 37 3 32 27 44 21 29 32 3 27 65 10 18 11 37 65 37 45 59 44 62 64 10 29 27 45 25 18 50 59 27 46 61 45 22 41 18 27 51 27 64 51 22 38 37 37 51 44 26 63 46 44 18 27 29 41 62 50 27 split_gain=60.5462 24.6944 5.54351 1.88239 2.72371 1.19395 0.633072 0.627801 0.561972 0.588335 0.239014 0.270935 0.144583 0.141853 0.110157 0.0981449 0.0898698 0.115912 0.118594 0.115751 0.243051 0.155512 0.0778491 0.0753475 0.0621232 0.0598086 0.0687682 0.0553392 0.0537489 0.0498001 0.0489362 0.0426311 0.0941437 0.0585709 0.0554395 0.0454196 0.0474909 0.0550654 0.061635 0.0576199 0.0426256 0.0489862 0.043108 0.0674835 0.0415535 0.0389298 0.0367224 0.0429222 0.0338476 0.0338151 0.0331328 0.032013 0.0286907 0.0422289 0.0273845 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349 70 9601 279 231 208 140 72 48 68 68 569 660 667 1523 362 340 315 224 183 108 75 51 41 75 53 207 91 45 336 57 150 305 283 88 294 271 226 184 74 362 46 324 124 76 42 46 7226 316 120 75 55 45 42 196 174 85 89 110 80 40 303 48 51 195 171 258 216 75 2316 541 141 68 2375 521 476 406 93 121 73 49 48 50 42 is_linear=0 shrinkage=0.01089 Tree=486 num_leaves=96 num_cat=0 split_feature=18 18 18 39 65 18 18 18 29 26 40 33 18 35 29 39 27 18 18 18 9 40 38 38 27 18 7 39 38 65 44 26 52 18 40 39 40 57 41 0 18 52 55 39 57 33 38 18 27 39 26 40 27 29 29 27 55 47 61 65 39 65 3 9 49 56 2 47 7 52 56 29 56 52 6 50 35 6 57 55 44 57 59 12 61 26 47 49 39 27 50 50 29 26 44 split_gain=58.4156 24.3096 4.70604 1.397 1.39577 0.726281 0.720005 0.48346 0.323009 0.519408 0.222901 0.13752 0.193783 0.230082 0.125555 0.115431 0.10663 0.0998519 0.0899411 0.0866202 0.076443 0.0915449 0.122405 0.139629 0.0723333 0.0683002 0.060065 0.0479627 0.0787596 0.0937795 0.0489612 0.0344196 0.0313321 0.0697069 0.0571485 0.0699907 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13 -15 -16 -17 -18 -19 72 53 21 -23 23 -25 -26 52 -28 28 29 -31 32 -33 34 -35 36 -37 37 40 -40 -41 -42 42 43 44 46 65 -48 -49 -50 -51 51 -53 -54 54 55 56 79 -59 -60 -61 61 -63 -64 64 -66 -67 73 68 69 70 -72 -73 -74 78 -76 76 -78 -79 -80 -81 93 86 -84 84 -86 -87 87 91 89 90 -92 -93 -94 -95 -96 leaf_value=-5.3988671748534814e-05 0.00079967578317943593 0.00076097245506081396 0.0015938158012917816 -0.0029307907274971064 0.0050186315089699972 0.00066104891905905544 0.001800830687842436 0.0032929082255508837 0.0016226300496527204 0.0043759885524635314 0.00039399753383045596 0.0019577792518008707 0.0026634148851335934 0.0041042040220673794 0.0017632656573196338 0.0034075005739679217 0.0017608153871440195 0.00050071010167546484 0.0014741404791012616 0.0014753935562082431 0.0027846796600977867 0.0030022018703747674 0.0013063637682825279 0.0024058474155204171 0.0026830107880755358 0.0010902528932634919 0.0025736584839284454 0.0028939024132490941 0.0015761753601297587 0.0024629584834274646 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26 30 21 41 34 38 5 37 40 40 34 30 55 30 30 27 30 19 34 44 61 63 30 61 39 44 21 1 19 39 26 52 55 37 10 27 27 27 39 34 61 30 19 27 31 10 44 57 39 34 52 50 21 44 9 30 30 52 56 21 9 21 9 39 25 21 55 56 53 34 21 26 57 46 40 57 59 47 59 34 31 31 55 57 47 30 split_gain=57.1518 23.7869 4.60419 1.36554 1.23569 0.704419 0.682817 0.472984 0.330458 0.324882 0.324254 0.1373 0.277998 0.261878 0.21949 0.186132 0.235407 0.209546 0.176363 0.208069 0.0978088 0.0937574 0.0879875 0.084737 0.070755 0.0598836 0.0532021 0.0590254 0.119331 0.0442406 0.0445725 0.0622897 0.0512969 0.047743 0.0646664 0.0663688 0.0994803 0.0412776 0.0398549 0.0336661 0.0290956 0.0404141 0.0402501 0.0348169 0.0261938 0.0259171 0.0290102 0.0247033 0.0247001 0.0241989 0.0236564 0.0235433 0.0269927 0.0632237 0.0350047 0.024759 0.0402123 0.022632 0.0218998 0.0206141 0.0197341 0.0295173 0.0196074 0.0243263 0.0230157 0.01866 0.0174051 0.0266688 0.0278747 0.0300217 0.0198007 0.0182083 0.0171753 0.0189799 0.016708 0.0164849 0.0163787 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80 54 57 357 136 87 53 336 310 65 2586 245 205 111 61 94 50 432 313 1015 119 351 75 48 61 2302 50 291 187 316 64 252 213 58 155 49 106 60 46 992 internal_count=180822 178644 2178 810 167346 1368 11298 786 352 326 9851 297 53 244 99 145 96 58 77 46 9819 49 708 660 434 1447 409 90 67 319 297 80 57 217 90 68 44 127 94 416 394 352 295 268 79 189 164 59 7233 58 7211 244 210 130 43 80 54 57 357 136 87 53 336 310 65 2586 245 205 111 61 94 50 432 313 1015 119 351 75 48 61 2302 50 291 187 316 64 252 213 58 155 49 106 60 46 992 is_linear=0 shrinkage=0.01089 Tree=488 num_leaves=96 num_cat=0 split_feature=24 40 24 23 57 24 24 24 24 27 62 21 1 49 0 57 10 24 27 45 24 24 21 26 21 43 63 65 44 62 2 24 65 43 31 45 26 21 44 27 40 43 21 65 10 40 21 3 6 26 56 10 24 23 3 34 24 47 34 21 44 31 31 55 40 24 24 49 31 62 24 59 61 40 23 47 21 21 49 43 20 31 52 23 59 52 56 56 23 52 52 63 56 27 63 split_gain=54.5399 23.3715 4.43893 1.31532 1.24626 0.694829 0.612844 0.512903 0.300142 0.162701 0.728317 0.515795 0.469364 0.401639 0.31565 0.43126 0.178271 0.140511 0.100738 0.126613 0.0992673 0.0685036 0.0684378 0.128553 0.108074 0.104044 0.141631 0.0940477 0.147878 0.0930656 0.0905005 0.0675326 0.0640623 0.0873586 0.0868379 0.0799273 0.0982162 0.0673368 0.0631694 0.0589534 0.047035 0.0362622 0.0559733 0.0562905 0.0411087 0.0350709 0.0261195 0.0249487 0.0323624 0.02431 0.0274495 0.0270143 0.0279366 0.0256803 0.0242423 0.0230569 0.0238691 0.0228527 0.0222195 0.0210563 0.0201409 0.0237895 0.0345172 0.0320166 0.0262907 0.023595 0.0214663 0.0200885 0.0228735 0.0197935 0.0194422 0.0181749 0.0305662 0.0367507 0.05887 0.0347344 0.0181459 0.0164484 0.0152939 0.0283816 0.0214122 0.0167456 0.0207368 0.0212163 0.0196576 0.019633 0.0183276 0.0142579 0.0137862 0.0134565 0.0198677 0.0141309 0.0134741 0.0141309 0.0177544 threshold=18.242500000000295 5.2884999999896545 36.969000000011881 65.257999999998006 1.7594939777283225 11.765499999999976 28.5630000000092 49.406000000002685 7.6324999999997098 20.633713879283018 9.0940000000005075 4.5516463504996647 1.0000000180025095e-35 25.036346938775271 14.500000000000002 20.236765292624995 0.24936651517469852 23.88249999999994 16.766954719536304 15.051298421286967 9.3675000000002928 14.811999999990805 2.2984505922430865 43.859499999998668 3.4033049378599292 25.416880000000095 12.76174162288156 59.53149999999733 25.062500000010917 9.3600000000003565 14.500000000000002 33.905999999999047 56.429000000000094 17.242500000000003 27.910714285714288 15.051298421286967 40.114499999998777 1.0171731047447101 31.718499999988129 2.709035467268976 8.7030000000122545 24.305000000000003 2.9610096462186681 42.375000000000007 1.0000000180025095e-35 8.9370000000035379 8.4297734919060492 11.500000000000002 -0.33487961217098622 28.911500000005621 11.546999999988659 -0.68543205262022666 30.968500000002681 32.530999999988133 1.5000000000000002 7.5309999999881265 8.4379999999973752 47.765499999998617 22.445500000010728 1.8176179810482471 11.953500000012356 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259 160 99 140 79 112 104 50 46 2600 153 128 97 43 54 1028 46 345 323 275 238 193 90 103 45 70 66 1631 437 311 126 274 107 60 is_linear=0 shrinkage=0.01089 Tree=489 num_leaves=96 num_cat=0 split_feature=24 24 24 29 39 24 24 19 34 29 41 53 29 22 31 59 24 27 45 24 39 23 23 22 55 55 24 24 44 51 39 44 49 45 39 34 46 19 37 43 23 40 24 23 29 24 6 26 12 6 22 29 46 46 39 44 41 25 45 47 22 53 43 46 40 65 39 37 50 55 55 27 12 46 26 37 45 23 37 55 57 51 9 11 34 27 59 56 45 44 50 25 26 23 27 split_gain=53.3601 22.8698 4.34285 1.32216 1.23481 0.707302 0.599581 0.482467 0.318212 0.290384 0.307853 0.230855 0.241266 0.217593 0.356808 0.137614 0.137458 0.100859 0.121806 0.0962868 0.0735664 0.129454 0.114485 0.0996293 0.163076 0.0723233 0.0705221 0.0660614 0.0617932 0.0612343 0.0482725 0.0640493 0.0871571 0.0685826 0.0462793 0.0805018 0.0631232 0.0601318 0.0424727 0.03547 0.034806 0.0343059 0.0296182 0.0285533 0.0359039 0.031065 0.0408854 0.0263091 0.0244036 0.0316583 0.02829 0.0259611 0.023111 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22 47 41 37 3 49 30 63 47 63 44 34 58 39 47 split_gain=52.6523 22.1919 4.52143 1.3676 1.07003 0.694754 0.636581 0.405247 0.42547 0.386373 0.289226 0.898695 0.178124 0.135222 0.277651 0.134921 0.134769 0.108041 0.0804894 0.079775 0.0759992 0.110678 0.136526 0.0682735 0.170178 0.0660373 0.0552249 0.0452683 0.061036 0.0413293 0.0386348 0.0564588 0.0777585 0.0595759 0.0507964 0.0605626 0.0707226 0.0815495 0.0334136 0.0309189 0.0300481 0.0366343 0.0544839 0.0335038 0.0271839 0.0267355 0.0256245 0.0677574 0.0491147 0.0372372 0.0336187 0.0332441 0.0444028 0.0341792 0.0237997 0.055693 0.0320719 0.0223618 0.0205424 0.024446 0.0434378 0.0321257 0.0215715 0.020821 0.0239199 0.0199671 0.0195407 0.0195538 0.0191879 0.017655 0.0406611 0.0228034 0.0210731 0.0190104 0.0171969 0.0156375 0.0150392 0.0327149 0.0153355 0.0168314 0.0148843 0.0168455 0.0216535 0.0142711 0.0140967 0.0151334 0.0135848 0.0135543 0.0246086 0.0241525 0.015409 0.0246992 0.0214303 0.0199509 0.0238751 threshold=17.687499999985452 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24 27 21 20 30 23 21 27 21 34 20 30 34 56 25 20 24 21 29 26 23 27 30 39 27 23 1089 20 68 26 21 21 27 20 40 31 47 5234 28 71 43 56 54 46 58 22 leaf_count=167279 35 33 33 23 20 25 26 21 27 2658 26 23 30 21 21 30 39 27 1799 20 25 29 38 23 26 23 38 24 30 29 20 28 35 20 22 30 23 38 28 23 50 29 24 32 20 22 31 23 23 24 27 21 20 30 23 21 27 21 34 20 30 34 56 25 20 24 21 29 26 23 27 30 39 27 23 1089 20 68 26 21 21 27 20 40 31 47 5234 28 71 43 56 54 46 58 22 internal_value=0 -2.05408e-05 0.00167948 0.00235803 -5.20371e-05 0.00131804 0.000447421 0.00227622 0.00253314 0.000415114 0.00263773 0.00346458 0.00251448 0.00260452 0.00302272 0.0024576 0.00151813 0.00256198 0.00041111 0.00202118 0.002579 0.00236549 0.00213173 0.00283978 0.00308273 0.000655045 0.00102912 0.00198235 0.00171315 0.00167859 0.00204121 0.00216433 0.0020796 0.00222016 0.00190589 0.00200351 0.00215651 0.00235499 0.00139898 0.00253256 0.0014203 0.00138885 0.00111805 0.00142901 0.000396136 0.00167638 0.00163699 0.00168126 0.00161753 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370 167 92 67 75 49 1516 584 350 63 359 287 150 130 102 137 113 83 60 484 43 459 409 53 356 7912 50 320 267 236 53 213 186 41 145 122 78 57 44 306 268 120 148 90 128 68 59 324 128 60 196 80 53 116 77 43 1115 278 156 122 87 136 115 88 61 99 68 5254 401 330 71 259 236 180 126 80 is_linear=0 shrinkage=0.01089 Tree=491 num_leaves=96 num_cat=0 split_feature=36 34 36 65 43 36 36 36 19 36 50 47 41 21 19 65 2 50 36 6 63 57 36 36 61 22 21 61 22 33 10 53 57 51 47 22 36 29 40 12 21 21 47 57 23 19 43 46 40 62 10 33 34 31 55 50 31 10 45 61 22 40 58 52 58 2 40 41 43 10 55 33 33 21 36 21 21 19 33 40 46 57 46 46 36 21 50 58 31 33 33 36 55 36 51 split_gain=51.5142 21.9752 4.20157 1.33798 1.04881 0.676345 0.588324 0.396465 0.416256 0.378009 0.279364 0.78968 0.221636 0.157633 0.313197 0.193209 0.156574 0.138714 0.131848 0.120365 0.20123 0.241957 0.0788098 0.0773013 0.0491526 0.0515459 0.0729785 0.0970996 0.0608911 0.0465233 0.0500803 0.0398288 0.0497756 0.0553569 0.0607747 0.0479356 0.0389175 0.0268151 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62 27 39 19 21 19 23 27 18 18 52 49 18 9 18 2 55 63 19 50 23 43 43 49 19 25 49 55 27 39 62 23 12 38 41 63 50 45 62 39 44 43 45 55 23 38 27 43 12 49 27 46 40 41 45 26 45 41 65 44 23 50 62 26 37 26 40 21 18 27 38 2 19 0 45 29 27 37 21 18 18 12 56 21 56 split_gain=51.2021 20.8775 4.58755 1.4623 1.13281 0.743257 0.528438 0.402477 0.492581 0.255848 0.240444 0.118825 0.164451 0.187488 0.456753 0.235575 0.159846 0.114074 0.104001 0.0988369 0.0946316 0.118223 0.0855822 0.0819265 0.0622336 0.0664587 0.0846756 0.061997 0.0579147 0.0572795 0.0427227 0.0423006 0.0581393 0.0811122 0.0291301 0.0526892 0.0261862 0.0627482 0.0445072 0.0718612 0.0577963 0.0299896 0.0346508 0.036078 0.0255905 0.0253256 0.0252882 0.0258513 0.0247286 0.034325 0.0283049 0.0249492 0.0279686 0.0321972 0.03947 0.0315143 0.0215772 0.0386282 0.0196349 0.0193767 0.0192208 0.0177374 0.0359919 0.0347961 0.0401264 0.0283042 0.0228237 0.018288 0.0177018 0.0174242 0.0199647 0.0177104 0.0203673 0.0173523 0.0170846 0.0167898 0.0162912 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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 7 18 9 24 10 17 -9 23 13 20 16 -16 -15 -3 44 61 21 27 89 -12 30 26 31 -13 90 -23 36 -26 -33 -34 35 45 38 -38 -4 40 -40 -39 43 -43 46 48 47 -2 49 50 51 52 53 75 -55 -54 -24 -58 -20 -47 -46 65 74 64 66 67 -64 -7 -68 70 -60 -71 76 -49 -63 -21 77 -73 -30 80 -62 -82 87 -84 -85 -86 -87 -83 -48 -8 -11 94 -93 -78 -91 right_child=2 6 4 -5 -6 19 22 8 -10 28 11 12 -14 14 15 -17 -18 -19 58 34 -22 29 56 -25 25 -27 -28 -29 78 -31 -32 32 33 -35 -36 -37 37 41 39 -41 -42 42 -44 -45 60 59 88 73 -50 -51 -52 -53 55 54 -56 -57 57 -59 69 -61 79 62 63 -65 -66 -67 68 -69 -70 71 -72 72 -74 -75 -76 -77 93 -79 -80 -81 81 82 83 84 85 86 -88 -89 -90 91 -92 92 -94 -95 -96 leaf_value=-5.054021454408712e-05 0.00094766730441549413 0.00075331652031144245 0.0015728304085616167 -0.002993811442716677 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289 200 150 119 89 93 62 56 248 58 190 170 46 50 47 126 69 4269 362 340 309 259 194 163 143 105 65 45 1269 5081 606 241 57 365 internal_count=180825 178554 2271 167355 798 1473 11199 759 350 9406 330 302 261 238 123 58 65 56 771 702 115 85 1793 41 409 151 116 45 9350 40 258 91 71 51 413 376 233 132 101 81 49 108 83 43 499 355 116 71 304 275 255 220 199 146 99 53 524 52 272 51 383 289 200 150 119 89 93 62 56 248 58 190 170 46 50 47 126 69 4269 362 340 309 259 194 163 143 105 65 45 1269 5081 606 241 57 365 is_linear=0 shrinkage=0.01089 Tree=493 num_leaves=96 num_cat=0 split_feature=18 18 18 39 18 18 18 23 29 28 62 27 39 19 21 22 23 58 18 18 22 2 51 23 18 9 10 44 40 19 33 10 22 39 8 39 26 18 62 62 33 19 25 22 33 63 62 39 44 31 21 40 7 27 21 44 9 33 32 40 62 21 32 51 18 27 10 46 46 46 32 44 51 51 23 46 37 33 18 22 27 51 2 51 35 40 26 5 62 39 31 11 62 46 9 split_gain=50.0945 20.4253 4.48828 1.43066 1.10825 0.727165 0.516998 0.393756 0.481912 0.271898 0.23522 0.11624 0.160881 0.183411 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124 99 61 65 289 178 92 63 86 66 111 5071 187 157 411 387 216 171 147 178 51 115 80 126 44 4269 1269 152 121 42 90 60 87 44 500 104 460 414 46 65 509 379 is_linear=0 shrinkage=0.01089 Tree=494 num_leaves=96 num_cat=0 split_feature=18 18 18 45 18 18 27 18 59 18 21 27 56 28 52 29 38 18 35 43 51 21 27 43 63 52 18 18 18 26 18 38 55 27 18 27 44 51 63 65 27 49 21 56 37 32 6 21 51 49 26 58 26 63 56 12 27 32 55 19 29 52 44 6 50 22 22 64 52 27 19 21 28 21 21 52 35 18 63 23 6 50 44 21 59 52 18 44 27 50 45 59 21 28 18 split_gain=48.1782 20.355 3.95243 1.54722 0.919823 0.612139 0.462874 1.32885 0.839887 0.398834 0.364291 0.432012 0.288424 0.220975 0.199121 0.215588 0.197466 0.125182 0.0761687 0.107767 0.117447 0.114815 0.110933 0.098988 0.078434 0.0774857 0.075946 0.0728983 0.0704915 0.0478159 0.04198 0.0296578 0.034442 0.0977587 0.0653334 0.0573874 0.0661712 0.0467378 0.0443277 0.0330804 0.0351346 0.0319653 0.0399391 0.0322986 0.0291037 0.0619584 0.0368916 0.0415846 0.0265092 0.0527074 0.0375941 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56 57 27 31 57 26 51 56 19 25 50 57 47 61 31 31 31 25 34 8 57 50 26 21 46 33 27 25 21 46 50 49 51 51 21 28 61 23 23 26 61 61 28 30 47 31 22 57 64 split_gain=47.1359 19.9141 3.86691 1.4301 0.899903 0.598891 0.514344 2.68187 0.916376 0.390187 0.328886 0.589707 0.304439 0.294596 0.345945 0.338758 0.151241 0.122463 0.0723612 0.0713113 0.0689666 0.0645019 0.0755149 0.229719 0.155133 0.107238 0.0964653 0.0730511 0.154196 0.0467744 0.0410688 0.0286349 0.0602825 0.0358583 0.0286338 0.0284101 0.0266105 0.0378387 0.0577462 0.0373616 0.0566792 0.0579357 0.0239799 0.0333743 0.0348104 0.0224228 0.0235037 0.0251433 0.0222844 0.0219754 0.0212808 0.0261265 0.0382872 0.0326157 0.0204236 0.0185668 0.0185591 0.0211718 0.0177775 0.0223682 0.0335146 0.0521021 0.0477644 0.0342321 0.0320003 0.0279657 0.0393876 0.0333751 0.0388891 0.0173544 0.0354899 0.0324334 0.020586 0.0157325 0.0154697 0.0153633 0.0144297 0.020295 0.0407003 0.0155601 0.0205545 0.0152051 0.0143673 0.0142807 0.0133129 0.0132777 0.0127804 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split_gain=43.8911 17.8411 4.08147 1.17539 1.13892 0.512828 0.448778 0.416993 0.384822 0.398745 0.200701 0.311159 0.168005 0.20416 0.35593 0.232415 0.20907 0.270073 0.152782 0.147553 0.0956366 0.0945862 0.0856852 0.0742765 0.0708645 0.0804534 0.0873907 0.0597379 0.053927 0.0515503 0.0439803 0.0344912 0.0270809 0.0885509 0.0523998 0.0336676 0.0307716 0.0280239 0.0393327 0.0550289 0.036396 0.0239181 0.0223774 0.0364963 0.0199893 0.0196494 0.0211608 0.0282281 0.0262566 0.0218022 0.0292882 0.0228623 0.0347341 0.019174 0.0184506 0.0177917 0.016052 0.0231741 0.0220575 0.0166071 0.0197437 0.0165983 0.017613 0.0157262 0.0193199 0.0174187 0.0155833 0.0198199 0.0264937 0.0340523 0.0251873 0.0248174 0.023513 0.0187209 0.0155626 0.0317361 0.0152315 0.0226865 0.0149585 0.0323587 0.0301403 0.014641 0.0141473 0.0141431 0.0141032 0.0210461 0.013951 0.0129692 0.0127915 0.0123661 0.0118332 0.0120811 0.0117683 0.0116142 0.0114411 threshold=15.938000000009199 6.9060000000026784 34.437499999985455 9.1090612244897429 67.812500000000014 24.187500000003642 46.030999999988133 60.406250000000007 7.6324999999997098 10.687999999996466 16.761239999999528 1.0000000180025095e-35 9.3205000000107265 -0.67619580640964327 25.036346938775271 50.765750000005944 -0.95394862377089173 20.805382647803633 50.780999999988133 8.8130000000128366 2.2100622445947682 40.812499999989093 29.194999999999713 41.968750000000007 9.0625000000000018 8.9219999999991177 1.4693678913136667 51.65649999999733 19.163999999999991 12.632999999999813 9.0352500000053642 15.306248545729309 11.378750000000766 29.194999999999713 10.742803121266453 49.593499999999047 9.8439999999973242 15.86091532222005 14.124835219991979 -0.95394862377089173 -0.84646129610493615 36.635500000000327 1.9724248314544823 32.257750000000676 19.677463730569944 -0.98837642843643103 10.143058928908024 8.5154999999995216 3.7461301188377631 -0.6880826349756709 18.640750000000484 22.311999999987169 9.1479999999992305 5.2884999999896545 29.437500000000004 8.6875000000000018 26.344000000011878 8.859500000000482 15.472867391975615 4.3640357666921679 26.280999999999043 8.6175000000002928 1.1935962466410353 9.0309999999972224 9.8120000000017189 3.2492230205456676 12.34115025906736 15.102494818652852 8.9380000000010131 18.625000000000004 1.4693678913136667 3.4033049378599292 9.8954999999987212 1.4693678913136667 13.688000000011927 13.055538860103615 4.5000000000000009 9.1244999999998999 9.1661053737378406 9.3129999999982847 26.765999999999625 16.061323834196891 13.188000000012837 0.82872914755097338 3.2535426630354576 27.19600000001083 18.561999999987169 8.3829999999998126 5.2872438620642113 1.5477600580310862 1.0000000180025095e-35 0.66644814127675878 5.3135221592128641 8.367000000000191 13.594000000011876 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 6 28 21 10 -3 30 -8 18 27 14 15 20 -16 -18 -12 -15 -14 23 54 31 -23 26 -26 -13 55 -11 53 32 -4 34 -34 36 37 38 39 -35 -40 -39 43 83 45 -30 49 48 -48 50 -47 74 -53 -10 -7 -2 57 -56 59 60 -58 62 -61 84 65 89 -44 71 70 72 -69 73 76 -68 -51 -76 77 -70 79 -59 -81 -67 -54 -24 -57 90 -62 -55 -52 -65 -86 -92 -66 -32 -31 right_child=2 8 4 -5 -6 22 7 -9 9 29 11 12 13 19 16 -17 17 -19 -20 -21 -22 24 42 -25 25 -27 -28 -29 44 94 93 -33 33 35 -36 -37 -38 41 40 -41 -42 -43 66 -45 -46 46 47 -49 -50 51 88 52 82 87 56 63 58 78 -60 61 86 -63 -64 64 92 81 67 68 69 -71 -72 -73 -74 -75 75 -77 -78 -79 -80 80 -82 -83 -84 -85 85 -87 -88 -89 -90 -91 91 -93 -94 -95 -96 leaf_value=-4.7366021758087926e-05 0.0010334315864067454 0.00156109780114001 0.0013763066040289025 -0.00268614164538506 0.0044732127206863091 0.0009092518620823528 0.0015953525236318783 0.00094263321916460054 0.0006798716573284913 0.00049163962999788729 0.0026961272605396129 0.0025445681764700223 0.0028461858029340662 0.002209534940832879 0.0020474294045889955 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23 24 23 20 30 39 22 22 20 21 23 24 25 26 54 30 20 20 25 35 33 23 3564 20 22 21 35 20 4051 24 leaf_count=167079 30 34 28 20 22 27 35 26 21 953 21 20 20 24 27 25 32 30 20 26 26 35 22 26 33 36 33 20 23 858 20 24 21 29 25 38 24 22 20 127 24 33 20 27 29 26 22 33 23 31 20 38 32 1513 23 33 35 37 30 22 31 31 33 20 20 23 24 23 20 30 39 22 22 20 21 23 24 25 26 54 30 20 20 25 35 33 23 3564 20 22 21 35 20 4051 24 internal_value=0 -1.96718e-05 0.00147212 -4.76824e-05 0.00202371 0.00110176 0.00196563 0.00227264 0.000404363 0.000400784 0.00237856 0.00247255 0.00232752 0.00220324 0.00239359 0.0018164 0.00285318 0.00320281 0.00335451 0.00159281 0.00227616 0.00177854 0.0012987 0.00170021 0.00203019 0.00217647 0.00240421 0.00297781 0.000883681 0.000547355 0.000371446 0.00173576 0.00171053 0.00173615 0.00218575 0.00167068 0.00162827 0.00159226 0.00165315 0.00157044 0.00194489 0.00136977 0.00142573 0.00159705 0.000974697 0.000998891 0.00102198 0.0011793 0.00135849 0.000968638 0.00113804 0.000900572 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415 391 363 46 317 279 255 200 156 44 55 343 74 361 332 309 78 45 231 66 165 90 5098 402 312 375 170 205 175 89 86 55 282 125 85 269 249 183 121 62 66 91 44 75 44 69 45 147 121 84 43 52 47 157 124 54 5077 40 42 91 56 40 4071 882 is_linear=0 shrinkage=0.01089 Tree=499 num_leaves=96 num_cat=0 split_feature=18 34 18 49 59 18 18 18 18 29 37 18 10 22 44 32 18 55 52 63 37 22 49 22 62 62 31 37 31 18 18 18 32 22 39 52 0 32 63 37 52 59 22 18 35 51 34 39 51 44 26 3 46 51 35 32 34 52 63 22 44 39 55 18 26 41 34 29 41 37 18 43 62 46 34 22 46 46 59 63 37 32 55 22 59 55 62 32 50 55 44 11 61 64 37 split_gain=42.9417 17.4547 3.99401 1.14995 1.13289 0.595822 0.376491 0.390122 0.362159 0.39941 0.240545 0.700678 0.430206 0.52477 0.160608 0.14013 0.117547 0.103938 0.141859 0.12124 0.101218 0.0955844 0.0943143 0.07373 0.0693218 0.0797605 0.0662424 0.0532095 0.0848073 0.0527556 0.0462991 0.0456752 0.0450727 0.0575265 0.0766475 0.0310547 0.0454214 0.0366878 0.0345956 0.030906 0.0295796 0.0435615 0.0418916 0.0591862 0.048287 0.0460707 0.037027 0.047407 0.0351637 0.0356002 0.0265922 0.0414458 0.0250363 0.0471523 0.0313967 0.025971 0.0282121 0.0240227 0.0253967 0.0200776 0.0233193 0.0230356 0.0224711 0.0198554 0.0187558 0.0187545 0.0180846 0.0207456 0.0241799 0.0290184 0.0243243 0.0177651 0.0174011 0.0166654 0.0162017 0.015814 0.0153834 0.0188979 0.0144942 0.0142366 0.0224722 0.0132005 0.0126838 0.0277782 0.0222725 0.0202092 0.0190265 0.0180614 0.0126056 0.0184851 0.017943 0.0125154 0.0218609 0.0128714 0.0123888 threshold=15.938000000009199 6.9060000000026784 35.827499999988511 9.1090612244897429 67.812500000000014 24.187500000003642 7.6324999999997098 10.859500000000482 46.030999999988133 65.156500000000975 31.091923076923059 53.085999999999338 0.8698606264137535 54.155999999997228 28.484500000002303 9.3205000000107265 29.194999999999713 22.643036082474097 8.867000000000191 10.98327791152732 20.817307692307697 50.155999999988133 22.817602040816329 40.812499999989093 9.0625000000000018 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9.8120000000017189 19.968500000002681 6.1535183038139953 12.697115384615175 9.179499999989277 14.313216494845364 25.398500000000244 35.875000000000007 15.391752577319439 9.3130000000128366 24.773499999999334 13.811999999987167 14.160432989690628 26.406500000000964 -0.24999999999999994 13.923251295336788 8.0620000000026284 11.731961538461503 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 8 29 -3 31 23 10 12 14 13 15 -12 22 39 19 -19 -17 -21 -16 -10 32 -25 64 -22 -27 -29 72 78 73 -4 34 -34 36 -18 38 74 -7 41 -35 43 45 48 46 -43 -48 -44 -50 -39 63 -37 54 55 88 -57 58 -31 62 61 65 -41 -52 -26 82 67 68 69 70 91 -72 -2 -8 -38 -73 79 -78 -9 94 81 -81 84 -84 87 -85 -87 -61 89 -54 -90 -59 -93 -94 -74 right_child=2 6 4 -5 -6 16 7 30 9 -11 11 -13 -14 -15 21 17 35 18 -20 20 26 -23 -24 24 25 27 -28 28 -30 57 -32 -33 33 40 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24 22 31 9 62 55 34 52 50 23 22 9 62 12 56 38 40 44 61 44 56 21 61 57 21 27 39 3 50 46 21 7 23 2 53 47 47 53 40 44 50 27 33 57 22 55 39 22 9 19 21 61 27 44 6 24 24 52 3 split_gain=42.89 17.3023 4.04872 1.60667 0.567593 0.459852 0.397608 0.225944 0.215642 0.269088 0.634415 0.354265 0.226376 0.199894 0.185165 0.150347 0.182378 0.230904 0.152581 0.144571 0.137094 0.122365 0.122417 0.101176 0.0995803 0.183268 0.148728 0.0797626 0.274467 0.180244 0.0664805 0.0645555 0.0537171 0.0849968 0.058585 0.0477488 0.0474684 0.0457725 0.051181 0.0451272 0.0420788 0.0672976 0.068439 0.0379256 0.0369296 0.0357171 0.0395407 0.0500653 0.0442859 0.0322629 0.0299938 0.0283802 0.027624 0.0263788 0.0263653 0.0244667 0.0275428 0.0217539 0.0307905 0.0213642 0.0262191 0.0212434 0.0363139 0.0250691 0.032249 0.0265316 0.0664214 0.0271831 0.0255811 0.0206115 0.0338423 0.0247724 0.0237923 0.0319863 0.0205909 0.0194805 0.0194952 0.018775 0.0185517 0.016875 0.0161252 0.0165852 0.0178583 0.0314996 0.0189189 0.0155619 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68 56 365 95 48 215 173 61 112 83 50 65 51 50 133 107 46 61 5521 800 315 264 3870 42 4423 243 211 127 84 89 is_linear=0 shrinkage=0.01089 Tree=502 num_leaves=96 num_cat=0 split_feature=30 40 30 30 27 30 30 27 21 30 53 19 21 39 21 56 19 30 30 30 3 61 30 56 30 37 26 21 37 21 57 26 30 31 45 9 21 39 40 39 37 21 31 23 21 28 61 65 61 57 50 56 30 32 28 56 53 30 28 6 23 40 55 21 26 39 27 49 21 23 39 61 26 33 26 61 27 10 37 30 50 21 30 46 46 21 57 55 33 61 56 32 25 32 53 split_gain=41.6906 17.2206 3.63686 1.75716 1.20994 0.757037 0.499806 0.412293 1.22441 0.409074 0.336647 0.151965 0.203226 0.746964 0.363937 0.301101 0.288692 0.284283 0.0988765 0.0820751 0.0735213 0.099318 0.0898145 0.0868106 0.0718588 0.0539395 0.120676 0.0863951 0.0842513 0.084584 0.0820143 0.0512683 0.0428652 0.0298703 0.0302196 0.0278734 0.0235149 0.0602154 0.0593633 0.0586776 0.0433883 0.0437975 0.0414865 0.0307704 0.0363113 0.0287352 0.0278238 0.0273909 0.0263734 0.020703 0.0202758 0.0219817 0.021036 0.0192092 0.025725 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2122 581 167261 1541 559 533 11303 9915 511 488 466 215 194 153 72 41 251 844 81 59 697 9880 227 186 166 125 102 41 43 1388 328 289 245 41 433 412 197 130 215 136 79 91 65 67 103 82 45 7196 516 288 228 191 47 144 109 61 48 267 230 42 7173 264 227 207 183 162 140 116 42 44 334 2684 217 161 126 56 1054 104 81 48 654 95 50 45 299 120 59 179 157 137 64 73 47 is_linear=0 shrinkage=0.01089 Tree=504 num_leaves=96 num_cat=0 split_feature=18 40 18 40 18 10 21 31 18 45 61 18 18 40 18 35 33 25 2 18 57 28 6 21 18 18 31 18 33 33 44 23 23 57 21 44 57 9 20 6 6 45 26 27 2 34 49 28 45 61 47 6 18 21 7 51 32 40 3 21 6 28 34 33 3 28 25 0 10 23 44 47 44 64 37 32 62 20 32 28 21 18 18 45 27 27 27 51 18 34 44 21 21 33 47 split_gain=38.8647 16.511 2.85632 1.45266 0.705838 0.576368 0.524049 1.06534 0.469265 0.369494 0.683842 0.319356 0.274262 0.191445 0.125375 0.121364 0.0966837 0.0794553 0.0823104 0.0756863 0.0755768 0.127862 0.0870943 0.0997374 0.0727241 0.0485518 0.0439691 0.0404848 0.0393904 0.0379956 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23 39 22 27 23 29 31 28 24 22 33 26 32 33 22 1705 20 23 24 21 25 20 21 29 20 23 31 37 24 37 26 20 36 21 5481 1017 30 22 20 30 39 25 24 37 65 25 41 40 internal_value=0 -1.75049e-05 0.0014595 -4.47194e-05 0.00190466 0.002459 0.0022056 0.00123226 0.000385066 0.00256729 0.00282454 0.000358613 0.00110346 0.00235956 0.00174532 0.00194521 0.00280035 0.00203621 0.00196196 0.000354926 0.00182994 0.00192991 0.00177638 0.00194321 0.00228095 0.0012647 0.00235112 0.000571058 0.0016434 0.000933216 0.00167168 0.00170402 0.00175196 0.0020547 0.00138868 0.00167033 0.00153534 0.00169313 0.00137054 0.00180582 0.00190004 0.00205975 0.00226939 0.00175972 0.00200907 0.000848955 0.000888158 0.00102718 0.00106863 0.00116251 0.000841808 0.000800815 0.00127547 0.00135549 0.00122974 0.00118012 0.00115597 0.00118599 0.00110905 0.00130352 0.00121373 0.00105906 0.000336571 0.00141381 0.000843157 0.000721442 0.000913685 0.000949813 0.000519261 0.000879003 0.00137834 0.00134382 0.001061 0.00140824 0.00135269 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shrinkage=0.01089 Tree=505 num_leaves=96 num_cat=0 split_feature=18 40 18 40 18 37 59 2 18 21 25 18 18 37 56 22 27 21 65 55 38 55 18 22 32 34 57 18 18 37 38 55 27 18 44 37 26 57 52 65 45 25 8 27 21 26 40 27 43 38 21 21 56 28 58 43 19 28 38 52 11 56 21 61 58 35 35 38 34 40 37 5 43 19 26 45 40 27 55 55 59 28 35 46 21 61 18 27 18 34 21 21 61 27 27 split_gain=38.0241 16.1534 2.7945 1.42122 0.69054 0.516808 0.819239 0.474936 0.459199 0.359575 0.709857 0.313289 0.268607 0.222647 0.177904 0.132768 0.112816 0.118673 0.137207 0.167718 0.0659513 0.146507 0.0653544 0.0650661 0.0569777 0.056492 0.101967 0.0498211 0.0492414 0.0423642 0.0420521 0.0489754 0.116391 0.0495466 0.0419282 0.0458324 0.0416225 0.0411648 0.0345282 0.0301768 0.0360938 0.0325576 0.0256985 0.0358202 0.0347628 0.0730407 0.0298136 0.0254678 0.0347011 0.0393002 0.0237818 0.022254 0.026732 0.0243696 0.0238096 0.0258797 0.0273967 0.0219583 0.033744 0.0252201 0.0207644 0.0201668 0.0235284 0.0234584 0.0234161 0.0223666 0.0233882 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500 85 75 54 688 1539 48 393 372 189 149 479 450 57 183 429 123 63 60 387 255 132 63 69 155 125 99 42 234 85 63 149 111 75 418 374 354 44 326 261 215 46 195 151 129 7073 44 71 45 42 7050 74 270 244 140 96 63 104 83 56 65 46 47 2670 55 742 263 238 96 142 113 80 internal_count=180863 178725 2138 167408 950 212 183 153 11317 132 48 9778 1188 84 58 738 264 231 156 118 474 81 9743 500 85 75 54 688 1539 48 393 372 189 149 479 450 57 183 429 123 63 60 387 255 132 63 69 155 125 99 42 234 85 63 149 111 75 418 374 354 44 326 261 215 46 195 151 129 7073 44 71 45 42 7050 74 270 244 140 96 63 104 83 56 65 46 47 2670 55 742 263 238 96 142 113 80 is_linear=0 shrinkage=0.01089 Tree=506 num_leaves=96 num_cat=0 split_feature=18 34 18 43 65 18 18 18 18 41 55 45 9 2 47 21 46 21 18 18 21 33 50 18 18 21 40 38 52 55 55 18 46 64 18 59 40 59 39 33 33 21 51 3 55 55 18 40 43 56 64 59 59 55 58 59 39 33 55 2 37 51 21 38 53 38 56 21 9 56 28 37 37 65 64 46 6 40 43 51 52 38 21 18 50 46 56 63 58 43 46 33 64 52 52 split_gain=37.4559 15.4096 3.4383 1.14458 1.11734 0.580835 0.382276 0.348609 0.296573 0.197544 0.587667 0.19169 0.165 0.140227 0.561214 0.458697 0.135822 0.117982 0.0825051 0.0805633 0.119896 0.12915 0.0910628 0.0598548 0.0591492 0.0554213 0.053577 0.0701306 0.0498786 0.0381094 0.0370871 0.0433461 0.0602973 0.0459562 0.0367877 0.0333186 0.0291471 0.0223661 0.0288528 0.0221432 0.0483769 0.0317801 0.0294501 0.0213452 0.0276374 0.0731658 0.0198805 0.0196913 0.0248946 0.0397049 0.0210942 0.0193481 0.0794456 0.0447199 0.0325214 0.025441 0.0253753 0.0208993 0.0195631 0.019083 0.0188842 0.0309422 0.0278146 0.0440196 0.0314214 0.0306888 0.0596641 0.0290384 0.0277249 0.0171372 0.020327 0.0248828 0.023113 0.0181434 0.0162693 0.0162076 0.0147275 0.0144854 0.0142464 0.0273334 0.0135705 0.0127474 0.0121185 0.0115563 0.015761 0.0274653 0.0361769 0.0143972 0.0254056 0.0155195 0.0117011 0.0145111 0.0115419 0.0106553 0.0102596 threshold=16.687500000002732 6.9060000000026784 36.969000000011881 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32 25 32 31 30 34 33 33 27 33 26 20 21 28 28 27 21 32 24 24 22 30 31 151 23 36 27 44 30 32 24 28 20 31 41 21 35 28 leaf_count=167206 25 31 20 24 23 38 843 30 23 21 34 36 29 36 20 29 23 21 21 25 20 22 25 34 1906 27 36 20 20 20 22 31 30 24 429 24 4217 23 21 20 22 25 22 36 25 31 3502 22 38 20 29 45 25 23 24 22 22 32 25 32 31 30 34 33 33 27 33 26 20 21 28 28 27 21 32 24 24 22 30 31 151 23 36 27 44 30 32 24 28 20 31 41 21 35 28 internal_value=0 -1.75617e-05 0.00139108 -4.37303e-05 0.00196599 0.00107813 0.000373864 0.000349194 0.00189572 0.00207874 0.00146484 0.00216472 0.00208757 0.0020254 0.00187581 0.00236346 0.00190135 0.00228385 0.000879218 0.00204106 0.00196187 0.00218268 0.00161133 0.00131431 0.0003455 0.00132616 0.00243283 0.00216228 0.00123257 0.00164685 0.00167697 0.00171038 0.00191956 0.0021357 0.000538337 0.00119412 0.000332164 0.000964932 0.00111873 0.00162203 0.00168174 0.0016088 0.00139316 0.00144577 0.00140584 0.00145975 0.000330844 0.00137418 0.00148523 0.00164515 0.00123803 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9691 47 78 42 414 329 309 287 85 55 1458 376 7785 64 41 202 160 140 42 257 223 187 7755 162 89 51 73 443 298 253 228 145 101 54 47 118 312 288 257 180 86 94 67 77 53 204 183 160 108 81 53 354 52 51 86 56 615 44 4253 329 230 206 104 99 72 44 102 71 47 464 72 is_linear=0 shrinkage=0.01089 Tree=507 num_leaves=96 num_cat=0 split_feature=30 34 30 26 30 57 30 29 19 30 30 21 26 19 45 40 40 56 63 30 30 19 30 12 29 39 27 35 45 56 52 30 19 55 39 25 40 29 44 26 39 62 0 28 46 40 43 52 21 21 10 27 33 12 45 45 49 21 30 51 34 10 5 29 62 44 49 21 62 62 10 49 57 21 2 2 27 46 6 62 52 57 57 30 33 62 19 53 25 49 51 22 52 49 21 split_gain=36.6457 15.0759 3.36388 1.12066 0.862888 4.00207 0.568256 0.434716 0.436451 0.374 0.34125 0.143213 0.32126 0.345715 0.201113 0.141165 0.16499 0.175364 0.0862471 0.0807164 0.0585522 0.0563498 0.0547345 0.0791662 0.0767266 0.138016 0.117909 0.103592 0.096919 0.0538212 0.0487894 0.0377359 0.0337746 0.0320911 0.0338253 0.0452245 0.0286226 0.0283077 0.0468895 0.0383219 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21 39 43 55 56 63 43 23 20 18 63 65 58 39 32 41 39 27 18 59 18 21 59 58 34 21 39 43 55 27 49 39 39 59 49 45 55 34 27 39 43 18 58 21 52 37 49 43 18 59 45 63 32 58 58 63 21 0 26 25 41 21 21 41 20 56 21 28 55 65 12 21 37 34 21 25 20 56 52 21 55 split_gain=35.639 15.1602 2.73644 1.16526 1.06139 0.572703 0.477215 0.448619 0.20564 0.3681 0.171736 0.166271 0.253579 0.229118 0.170899 0.23392 0.158752 0.114874 0.104962 0.0987826 0.0875341 0.0736738 0.0724341 0.0587057 0.0572861 0.0730978 0.0761147 0.0773045 0.0644442 0.0934397 0.0621744 0.0962455 0.0545452 0.054244 0.0427406 0.0411561 0.0382771 0.0330254 0.0303551 0.021469 0.0241058 0.0266689 0.0209447 0.0322225 0.0259528 0.0381537 0.0288994 0.0223479 0.0578607 0.0284556 0.0378973 0.0474802 0.0282888 0.0266907 0.0209265 0.0203373 0.0197906 0.049871 0.0237309 0.0345548 0.0303431 0.0235297 0.0239067 0.0237868 0.0196009 0.0172984 0.0230412 0.0170315 0.0239914 0.0405058 0.0235309 0.0375143 0.0227192 0.0310779 0.0216281 0.0160177 0.0168648 0.016233 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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 8 22 -3 23 9 10 19 13 -13 14 -12 -16 -15 18 -18 20 24 -22 56 55 25 26 27 -4 29 38 -28 -32 67 -31 85 37 -37 39 -27 40 41 -24 47 -44 45 54 -46 49 -49 50 -34 -52 -51 -54 -45 88 58 -58 59 -2 61 63 -63 -60 -43 -42 -67 68 70 -70 72 -72 -7 -74 -75 -36 86 -78 80 -80 -68 -82 83 84 -61 -9 -77 -71 -8 -84 -79 -92 93 -93 -95 right_child=2 6 4 -5 -6 32 7 34 -10 -11 11 12 -14 16 15 -17 17 -19 -20 -21 21 -23 35 -25 -26 28 30 -29 -30 33 31 -33 42 -35 75 36 -38 -39 -40 -41 65 64 43 44 46 -47 -48 48 -50 52 51 -53 53 -55 -56 -57 57 -59 60 82 -62 62 -64 -65 -66 66 78 -69 69 87 71 -73 73 74 -76 76 77 90 79 -81 81 -83 89 -85 -86 -87 -88 -89 -90 -91 91 92 -94 94 -96 leaf_value=-4.243091314825128e-05 0.00058831393987537873 0.0017887317185878362 0.0010562864051818172 -0.0025476798393930839 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131 110 56 54 52 222 201 308 274 98 176 54 122 86 64 463 422 328 146 50 96 46 136 90 57 1057 94 59 3886 46 247 225 168 99 79 internal_count=180698 178558 2140 167239 667 1473 11319 11291 646 619 587 239 48 191 88 55 103 73 46 348 318 47 793 9771 271 241 128 50 113 93 78 47 680 53 1520 402 57 345 40 325 296 74 372 154 125 78 47 218 41 177 91 56 86 66 42 8065 391 84 307 176 131 110 56 54 52 222 201 308 274 98 176 54 122 86 64 463 422 328 146 50 96 46 136 90 57 1057 94 59 3886 46 247 225 168 99 79 is_linear=0 shrinkage=0.01089 Tree=509 num_leaves=96 num_cat=0 split_feature=18 18 18 39 65 18 34 18 20 29 23 47 28 0 37 0 37 45 1 20 61 49 18 49 18 51 51 18 28 39 51 49 18 21 57 59 21 44 58 44 28 37 21 21 39 39 58 61 38 51 28 21 65 61 3 44 47 18 49 58 49 64 58 58 61 21 64 23 53 21 61 44 61 5 57 27 51 18 8 27 23 21 21 41 21 37 21 20 57 49 58 21 59 65 61 split_gain=34.8681 14.8319 2.67722 1.14005 1.03841 0.560303 0.466886 0.438914 0.201184 0.383848 0.16554 0.151059 0.17945 0.16774 0.124662 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281 301 179 8065 122 67 44 56 308 274 98 176 54 122 94 49 45 49 252 62 190 94 96 73 68 45 150 463 422 328 1057 94 3886 247 125 102 225 198 153 41 55 is_linear=0 shrinkage=0.01089 Tree=510 num_leaves=96 num_cat=0 split_feature=24 19 24 24 61 27 24 29 23 41 24 22 34 22 35 33 24 32 2 27 52 40 23 19 24 33 29 51 22 24 24 34 47 24 32 63 23 52 41 58 41 32 63 29 9 22 29 61 58 58 46 63 33 55 9 46 51 55 50 44 43 27 9 49 49 27 28 55 31 0 55 55 32 22 51 50 0 29 50 55 51 63 0 44 44 43 22 51 22 19 53 40 35 6 56 split_gain=34.3339 13.6962 3.44651 1.44698 2.23263 1.02136 0.445208 0.425645 0.460809 0.371638 0.29117 0.214986 0.163633 0.138934 0.106806 0.103251 0.100473 0.0955376 0.0838829 0.0786231 0.176866 0.170311 0.152045 0.0743281 0.0550565 0.0514884 0.16026 0.0474769 0.0464974 0.0448563 0.0426116 0.039313 0.0734016 0.0350055 0.0284622 0.0404853 0.0278865 0.0488903 0.0288266 0.02688 0.0365129 0.0299102 0.0399655 0.0361125 0.0248228 0.0316088 0.0276918 0.0220867 0.022022 0.0199663 0.0192193 0.017116 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660 72 959 346 299 276 256 232 internal_count=180609 178209 2400 950 167197 1450 11012 930 10985 386 363 341 289 261 48 213 132 81 52 94 45 49 51 712 544 490 738 1822 463 249 9163 214 91 123 63 60 42 56 54 214 125 101 89 62 69 335 181 152 132 102 50 49 154 132 79 52 53 52 377 357 146 211 53 158 110 89 392 337 170 167 135 109 143 97 76 50 46 76 111 72 52 57 863 4314 4277 841 181 660 72 959 346 299 276 256 232 is_linear=0 shrinkage=0.01089 Tree=512 num_leaves=96 num_cat=0 split_feature=18 37 18 65 18 18 19 19 44 53 18 28 18 62 21 18 18 58 47 22 19 37 37 47 21 21 12 18 3 21 19 21 49 46 56 46 18 21 38 47 63 58 38 47 47 53 21 28 63 59 19 19 38 29 63 28 37 46 50 38 59 47 58 29 56 10 18 56 35 52 28 9 22 28 3 18 0 47 63 58 53 12 58 63 37 47 35 4 59 38 3 37 56 19 9 split_gain=32.2891 13.8162 2.66368 1.07771 0.587257 0.387033 0.364215 0.349932 0.443645 0.30898 0.283467 0.281361 0.141025 0.115004 0.0858429 0.0839382 0.067964 0.0672669 0.093686 0.115317 0.0916886 0.0736425 0.111363 0.0735698 0.0732404 0.130948 0.0674056 0.0624817 0.0595124 0.126658 0.0599506 0.04472 0.0539646 0.0356727 0.0344463 0.0342308 0.0335064 0.0241047 0.0350945 0.0381243 0.0244882 0.0423807 0.0239605 0.0222444 0.0652565 0.0260457 0.0282567 0.0319454 0.0587709 0.0270682 0.0252376 0.0348317 0.0227583 0.02293 0.0268379 0.0221471 0.020709 0.0222865 0.0276559 0.0203544 0.0195107 0.0285292 0.0322116 0.0264264 0.0229409 0.0193871 0.0180059 0.0174804 0.0206345 0.0172673 0.0159907 0.016074 0.0156992 0.0238155 0.0156454 0.0146279 0.0145643 0.0141934 0.0140646 0.0124356 0.0135794 0.0121834 0.0129777 0.0116357 0.0285905 0.0146103 0.0174012 0.0129199 0.0114119 0.0288531 0.0146945 0.0113101 0.0199463 0.0112866 0.0112782 threshold=17.905999999988129 8.0528846153846185 39.562500000010921 67.812500000000014 28.5630000000092 12.046999999988659 60.406250000000007 51.671999999999578 9.1872500000026793 58.297500000011503 7.6324999999997098 48.586000000012071 7.6324999999997098 9.117000000000191 0.077781745932218052 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30 26 34 23 30 37 22 1696 21 1986 24 38 39 23 24 28 25 21 32 31 36 34 33 25 22 28 30 28 31 70 23 24 21 37 29 21 23 22 22 20 1040 23 20 150 25 35 32 23 21 5089 28 24 79 27 22 59 243 55 40 86 25 22 68 25 36 30 35 23 147 internal_value=0 -1.58215e-05 0.00132062 0.00192056 0.00107788 0.000353549 0.00183603 0.0018939 0.00239712 0.00207983 0.000330196 0.00161227 -4.06816e-05 0.00209914 0.000568687 0.00088144 0.000327095 0.00175028 0.0018508 0.00194131 0.00186397 0.00157008 0.00195847 0.00142798 0.00197315 0.00187444 0.00141879 0.00130763 0.00206015 0.00188954 0.00158968 0.00161255 0.00184955 0.00030801 0.0013965 0.000369874 0.00052833 0.00119219 0.00133402 0.00149873 0.00112597 0.00102657 0.000748666 0.00139908 0.00141864 0.00137438 0.00144486 0.00139008 0.00117668 0.00148727 0.00140791 0.00154974 0.00124235 0.00133206 0.00120427 0.000595682 0.000972011 0.000991024 0.000938254 0.000722373 0.000967828 0.000942301 0.000981525 0.00102281 0.00098274 0.00119721 0.000366407 0.000849037 0.000988312 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6785 60 276 261 72 49 796 302 252 64 188 133 108 151 47 104 89 59 45 226 is_linear=0 shrinkage=0.01089 Tree=513 num_leaves=96 num_cat=0 split_feature=24 37 24 65 24 24 29 26 24 24 29 51 49 22 49 0 40 57 24 29 24 29 26 27 24 45 50 25 22 24 59 29 0 61 27 24 6 65 40 46 47 49 6 28 25 38 45 62 47 28 24 57 40 28 46 50 61 51 63 29 37 24 45 22 29 62 65 39 61 9 29 2 39 38 10 39 39 57 59 61 47 61 31 58 49 10 24 47 26 29 38 62 62 35 31 split_gain=31.5907 13.5169 2.60604 1.05437 0.574541 0.378658 0.286559 0.497324 0.27733 0.137976 0.12433 0.14229 0.252447 0.215156 0.21215 0.165732 0.120239 0.112917 0.118666 0.102765 0.0821207 0.0784562 0.10313 0.0737125 0.065701 0.061742 0.0664088 0.0923798 0.0709908 0.061124 0.0602824 0.059272 0.0581677 0.0524427 0.0387064 0.0327805 0.0322986 0.0323438 0.0309395 0.03905 0.0469418 0.0442562 0.0392433 0.0277605 0.0355016 0.0234376 0.0239201 0.0303929 0.0234289 0.021665 0.0209434 0.0206495 0.0297805 0.0203434 0.0255831 0.0325774 0.0264495 0.0211394 0.0208286 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128 90 is_linear=0 shrinkage=0.01089 Tree=516 num_leaves=96 num_cat=0 split_feature=18 34 18 61 65 18 18 18 20 20 2 43 18 34 18 63 32 18 18 0 2 20 18 35 53 53 20 35 64 18 43 28 32 12 34 18 23 31 28 25 31 28 39 39 40 59 0 39 62 39 10 31 18 28 52 35 32 21 52 31 59 12 56 21 20 39 56 21 62 21 61 34 59 59 55 64 62 39 20 0 40 29 35 25 1 39 58 23 62 52 31 59 61 50 64 split_gain=30.1088 12.5799 2.56952 1.10142 1.0318 0.442852 0.356722 0.344088 0.214746 0.317781 0.373049 0.249573 0.126151 0.135863 0.118298 0.10437 0.111563 0.0737529 0.0581061 0.0554351 0.059738 0.146921 0.051043 0.039048 0.043391 0.0773124 0.0952438 0.0626098 0.0557973 0.051309 0.0462269 0.051519 0.0663098 0.0428047 0.0374116 0.0302508 0.0258855 0.0243716 0.0246808 0.0340026 0.0345468 0.0329274 0.0286067 0.0245901 0.0266356 0.0226245 0.0223058 0.0222183 0.0222101 0.0418655 0.0347752 0.0345144 0.0352874 0.0262141 0.0252764 0.0333952 0.0467788 0.0491596 0.0227143 0.0307035 0.0208847 0.019514 0.0165834 0.0435429 0.0257887 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8.9839999999999964 5.2884999999896545 17.513428571430271 16.265499999999978 9.665318652849729 11.016000000000533 8.1955000000009495 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 8 22 -3 35 19 10 -10 -12 13 14 15 -13 -17 37 61 20 23 34 62 24 25 27 -27 28 30 36 -4 -32 -33 -31 -22 89 -29 -7 39 40 -39 43 85 -40 -45 60 -18 48 50 53 54 52 -51 -50 -19 56 57 -56 59 -52 -44 -9 63 88 -64 66 67 68 -66 -69 -71 -72 76 -74 -75 80 -24 -78 79 -79 81 82 -76 -83 87 86 -43 -82 90 -8 -2 94 -93 -70 -20 right_child=2 6 4 -5 -6 17 7 18 9 -11 11 12 -14 -15 -16 16 46 47 91 -21 21 -23 72 -25 -26 26 -28 29 -30 33 31 32 -34 -35 -36 -37 -38 38 41 -41 -42 42 45 44 -46 -47 -48 -49 49 51 58 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63 64 -65 65 -67 -68 69 93 70 71 -73 73 74 75 -77 77 78 -80 -81 84 83 -84 -85 -86 -87 -88 -89 -90 -91 -92 92 -94 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221 184 163 125 102 63 742 2026 471 434 68 726 366 66 300 108 192 159 98 42 61 88 48 48 46 56 9207 40 5100 348 328 87 52 241 158 70 83 50 394 366 133 233 85 42 48 77 156 132 77 53 341 320 55 41 46 43 385 264 224 199 139 110 83 121 98 69 48 60 88 63 287 259 1274 765 752 620 655 132 4107 5078 50 236 215 89 54 is_linear=0 shrinkage=0.01089 Tree=518 num_leaves=96 num_cat=0 split_feature=18 40 18 43 59 18 18 18 29 18 45 26 22 19 26 27 27 0 39 32 33 1 18 18 40 6 44 9 49 49 45 3 33 32 41 61 6 19 40 39 51 18 44 19 59 19 64 19 52 40 27 62 59 61 41 33 40 61 39 29 44 33 9 28 9 43 39 32 41 50 49 22 47 19 19 39 40 40 5 49 51 46 28 50 51 52 45 18 29 58 22 52 12 57 51 split_gain=28.0923 11.6071 2.5448 1.25633 0.883785 0.36111 0.331652 0.266985 0.293489 0.254686 0.210145 0.482039 0.282958 0.125343 0.205897 0.0750601 0.0944687 0.0887896 0.0818912 0.0903894 0.118893 0.0718247 0.0674287 0.0364528 0.0353673 0.033546 0.0397451 0.0386458 0.0305592 0.0379256 0.0433086 0.0431323 0.0471116 0.0380981 0.0458281 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47 796 1952 9101 410 142 495 458 102 356 113 58 70 243 115 43 72 44 128 83 60 45 9073 623 268 55 45 599 570 237 179 107 386 355 266 235 204 69 135 150 119 76 89 82 48 54 186 58 43 113 67 47 92 69 69 937 4317 121 162 130 333 300 278 139 60 139 65 74 79 910 47 886 694 164 530 510 internal_count=180710 178331 2379 167242 960 1419 11089 938 917 893 11053 398 377 347 300 275 244 222 196 47 796 1952 9101 410 142 495 458 102 356 113 58 70 243 115 43 72 44 128 83 60 45 9073 623 268 55 45 599 570 237 179 107 386 355 266 235 204 69 135 150 119 76 89 82 48 54 186 58 43 113 67 47 92 69 69 937 4317 121 162 130 333 300 278 139 60 139 65 74 79 910 47 886 694 164 530 510 is_linear=0 shrinkage=0.01089 Tree=520 num_leaves=96 num_cat=0 split_feature=30 30 30 39 22 27 65 59 9 34 30 30 57 0 37 30 65 12 33 33 53 27 2 37 65 65 26 30 29 30 31 19 30 29 29 50 22 39 46 38 46 33 46 43 37 41 29 46 3 22 26 27 64 22 46 45 51 39 26 49 26 55 22 9 26 28 8 8 3 2 0 26 19 62 39 52 38 27 22 44 38 2 61 57 55 46 22 52 52 62 59 59 57 57 49 split_gain=26.6144 10.9907 2.47879 1.32823 0.47582 0.600744 1.01891 0.928571 0.629895 0.447293 0.284434 0.24232 0.183112 0.159918 0.319338 0.127838 0.10179 0.0609296 0.051812 0.150984 0.113597 0.0934608 0.0957341 0.0903569 0.117345 0.092182 0.136997 0.0582905 0.0435729 0.0374798 0.0297396 0.0296269 0.02912 0.0278335 0.0266477 0.0350595 0.0314043 0.0296715 0.0293647 0.0276619 0.0347516 0.0267204 0.0262245 0.0237608 0.0231149 0.0230451 0.023032 0.0222111 0.0227014 0.0329481 0.0306717 0.0271305 0.0465494 0.0304698 0.0307648 0.0292704 0.0395671 0.0227151 0.0220572 0.0209744 0.0187799 0.018308 0.0171496 0.015912 0.0149815 0.018234 0.0254322 0.026658 0.0253389 0.0235521 0.021721 0.0200241 0.0175622 0.0312394 0.0149732 0.0140492 0.0225323 0.0292804 0.0140171 0.0138816 0.0229445 0.0131684 0.0129501 0.0149089 0.0145502 0.0128751 0.0119656 0.0119201 0.0123378 0.0115838 0.0113252 0.0111238 0.0178149 0.0171861 0.0120215 threshold=15.938000000009199 7.6324999999997098 32.921500000000385 0.59457746412323442 48.828500000001448 4.2418810587622078 65.827999999997715 65.827999999997715 -0.43982890882219972 6.9060000000026784 23.88249999999994 10.770000000004076 14.124835219991979 14.500000000000002 31.091923076923059 40.453500000014181 66.219000000002794 1.0000000180025095e-35 4.5242019203067931 13.361718046189781 52.656500000011881 2.1901534350460237 15.500000000000002 21.175461538460628 59.780999999988133 53.187500000000007 37.827999999999527 46.030999999988133 47.530999999988133 28.5630000000092 28.995499999998305 8.8904999999997489 12.632999999999813 30.739499999988769 27.773499999999334 13.398499999999332 21.655999999988129 5.6230786809357545 9.0154999999997489 8.8044999999883675 7.9369999999871661 2.2427812549584947 9.8129999999982847 14.27863999999998 11.129846153846023 34.780999999999047 20.812999999997377 8.4769999999987267 4.5000000000000009 36.969000000011881 24.422000000005941 2.8441442180264631 7.9924999999993824 36.969000000011881 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30 38 39 24 23 38 35 29 28 22 25 36 20 21 33 5051 26 21 28 24 20 23 39 21 26 37 24 23 23 23 22 20 24 42 62 29 28 28 34 3769 189 144 36 20 20 22 21 34 leaf_count=167400 42 26 22 22 20 32 32 24 23 339 20 913 37 29 31 20 29 20 32 24 31 24 22 37 27 24 20 20 21 29 20 26 549 20 38 28 22 33 69 25 29 43 36 20 24 20 20 30 38 39 24 23 38 35 29 28 22 25 36 20 21 33 5051 26 21 28 24 20 23 39 21 26 37 24 23 23 23 22 20 24 42 62 29 28 28 34 3769 189 144 36 20 20 22 21 34 internal_value=0 -1.56551e-05 0.00114358 -3.7569e-05 0.00154909 0.00198797 0.00270016 0.00154799 0.00179921 0.000317694 0.000838894 0.000314311 0.00194823 0.00214416 0.0024338 0.00142282 0.00157852 0.00163434 0.00157633 0.00149325 0.00104319 0.00184598 0.00211729 0.00167944 0.00152734 0.00133319 0.00168672 0.000978388 0.00203017 0.000993901 0.000678481 0.000291684 0.000430072 0.000911225 0.000655437 0.000447325 0.000680709 0.000928812 0.000652593 0.000582363 0.000526427 0.000478862 0.00129904 0.000701208 0.000920444 0.0012735 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10980 117 97 68 793 351 322 281 215 63 66 46 152 115 88 44 44 41 691 668 9185 1795 60 608 66 542 55 487 290 228 203 442 49 379 406 62 384 364 110 254 224 136 88 53 113 75 47 359 40 335 71 5077 154 312 291 218 190 73 85 44 65 105 68 299 276 122 99 44 197 173 104 128 85 56 56 4108 882 693 154 43 118 43 75 55 is_linear=0 shrinkage=0.01089 Tree=521 num_leaves=96 num_cat=0 split_feature=18 18 18 39 22 27 65 59 9 34 18 18 27 18 18 65 12 33 33 53 27 2 37 65 65 52 39 27 29 18 19 18 39 19 46 35 37 46 3 22 19 53 22 22 45 50 50 49 29 22 46 46 1 18 9 45 2 50 22 18 33 49 61 51 43 25 52 39 7 64 34 49 37 46 22 37 37 33 64 34 61 22 29 39 41 35 37 52 34 2 33 39 22 52 52 split_gain=26.0388 10.7527 2.42512 1.29948 0.465504 0.587735 0.996829 0.908485 0.616255 0.437612 0.27828 0.237072 0.164392 0.307067 0.125067 0.0995825 0.059603 0.0506835 0.147712 0.111133 0.0914298 0.0936513 0.0883878 0.114794 0.0901803 0.0825668 0.0574916 0.0491473 0.0426196 0.0366632 0.0289837 0.0284877 0.0281183 0.0453859 0.0256482 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Tree=522 num_leaves=96 num_cat=0 split_feature=18 20 18 23 27 18 18 29 41 34 18 21 37 28 49 7 58 23 39 40 39 22 29 63 18 20 18 39 62 18 40 45 18 23 44 41 27 49 51 34 39 32 18 64 56 62 6 37 7 40 50 61 6 44 28 40 56 2 50 59 0 51 39 43 21 49 43 25 50 27 23 39 21 45 64 43 64 12 56 58 49 2 56 41 51 44 2 49 51 39 22 51 51 49 63 split_gain=26.5491 10.6677 2.61228 1.04801 1.02689 0.351381 0.313162 0.247474 0.596281 0.243847 0.233319 0.141431 0.247029 0.234823 0.301 0.266356 0.178377 0.201352 0.187531 0.134855 0.115799 0.0777041 0.105353 0.114751 0.107095 0.0676179 0.0497539 0.0431629 0.0431749 0.0371214 0.0363036 0.0398215 0.0311955 0.0293778 0.0285468 0.0290959 0.0274756 0.0274606 0.0631239 0.0399308 0.038748 0.0306493 0.0269229 0.0267181 0.0369438 0.0397412 0.0364169 0.0378465 0.0279349 0.022454 0.0199622 0.0198248 0.0186918 0.0288998 0.0344718 0.0227342 0.0301963 0.0243416 0.0230885 0.0210885 0.0207669 0.0173505 0.0176948 0.0207746 0.0309542 0.0242397 0.0218758 0.0177019 0.0182026 0.0168715 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158 43 115 84 58 60 167172 617 157 48 109 51 58 460 731 1893 9169 431 406 86 50 320 264 56 686 9140 9113 187 80 107 71 48 77 57 338 318 291 266 233 210 185 165 138 393 356 335 310 278 58 220 41 285 56 229 199 179 48 131 104 195 106 73 89 59 395 367 316 289 136 74 153 110 86 51 66 50 89 68 46 49 62 is_linear=0 shrinkage=0.01089 Tree=524 num_leaves=96 num_cat=0 split_feature=18 34 18 49 31 29 61 18 18 18 18 63 49 26 63 6 6 22 53 29 22 1 18 44 18 18 5 27 44 63 49 51 34 43 26 53 41 51 43 62 38 27 34 5 10 64 44 47 27 19 49 0 10 22 18 38 64 10 49 34 58 27 45 62 26 26 43 43 56 27 53 19 27 31 25 10 19 22 51 49 6 45 43 22 10 43 47 41 22 31 31 27 25 62 45 split_gain=24.5218 10.1825 2.22789 1.03363 0.501746 1.13519 0.601172 0.376702 0.310301 0.239353 0.233454 0.102531 0.158056 0.251524 0.153847 0.129784 0.214295 0.159349 0.119136 0.115236 0.0988828 0.0749599 0.0510839 0.0443068 0.0408084 0.0400173 0.0381076 0.0296153 0.0270418 0.0258294 0.0316339 0.0634677 0.0346588 0.0325618 0.0606972 0.0545467 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shrinkage=0.01089 Tree=525 num_leaves=96 num_cat=0 split_feature=18 46 18 45 32 20 29 18 18 18 18 55 43 32 37 50 32 63 61 29 53 32 33 18 22 37 18 43 55 26 21 39 21 61 56 20 59 39 1 18 46 56 20 26 39 18 39 32 29 21 63 43 56 46 33 32 50 49 43 26 21 33 21 50 33 49 38 37 0 50 32 50 49 38 65 0 65 46 39 55 57 45 20 52 22 57 52 63 0 55 0 21 18 64 18 split_gain=23.9917 10.3563 1.82744 1.30106 0.566696 1.35715 0.550223 0.283015 0.238033 0.220203 0.208827 0.143656 0.155818 0.140334 0.188132 0.179943 0.155658 0.103137 0.0801309 0.093162 0.145875 0.0893118 0.0769574 0.0475538 0.0466284 0.0481287 0.0400448 0.0379229 0.0469235 0.0303062 0.0672979 0.0492208 0.0291451 0.0366451 0.0293847 0.0450326 0.0391381 0.0344801 0.0755034 0.0290983 0.025409 0.0241323 0.0242518 0.0290112 0.0236716 0.0226583 0.0216484 0.0580349 0.0279871 0.0271251 0.0210167 0.0215078 0.0352568 0.021729 0.0208193 0.0206244 0.0198884 0.0196359 0.019245 0.0181588 0.0179569 0.0253483 0.0184669 0.0165072 0.0192209 0.0224206 0.0278017 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187 146 125 74 51 50 9721 527 507 732 525 487 465 444 50 394 40 354 257 133 124 90 1462 2893 97 72 43 309 484 219 177 56 121 265 245 56 189 41 87 88 45 43 44 157 101 56 423 397 323 303 264 244 212 149 124 63 41 273 102 240 6828 42 74 44 211 51 648 174 152 474 42 160 88 67 72 2871 46 6786 internal_count=180617 178420 2197 167199 938 882 56 11221 9759 851 1259 326 304 282 233 46 49 187 146 125 74 51 50 9721 527 507 732 525 487 465 444 50 394 40 354 257 133 124 90 1462 2893 97 72 43 309 484 219 177 56 121 265 245 56 189 41 87 88 45 43 44 157 101 56 423 397 323 303 264 244 212 149 124 63 41 273 102 240 6828 42 74 44 211 51 648 174 152 474 42 160 88 67 72 2871 46 6786 is_linear=0 shrinkage=0.01089 Tree=526 num_leaves=96 num_cat=0 split_feature=18 18 18 65 46 40 18 29 29 18 19 19 21 38 21 39 19 2 64 27 43 29 29 2 50 18 18 8 27 63 19 46 21 27 31 27 19 32 21 21 3 27 18 58 31 33 47 58 2 65 40 40 29 43 18 27 40 38 39 58 65 47 33 29 40 33 65 40 18 9 38 64 50 47 10 39 56 59 19 49 39 28 28 59 58 64 12 27 29 26 47 49 10 18 21 split_gain=24.1219 10.2393 1.79869 0.83428 0.700516 0.389139 0.38841 0.323124 0.428326 0.309641 0.0999997 0.161149 0.298809 0.0718135 0.170924 0.13059 0.0958181 0.0965204 0.0814565 0.07573 0.0702737 0.114907 0.0725747 0.067506 0.0589138 0.0464628 0.0461053 0.0397011 0.0549614 0.0624758 0.0391008 0.048873 0.0283674 0.0265959 0.0380075 0.0467468 0.0354757 0.0420457 0.0293122 0.0568322 0.0255994 0.0286923 0.0248817 0.0244696 0.0308418 0.0248667 0.0261599 0.0286574 0.0241074 0.0364998 0.0231 0.022807 0.0259043 0.0371513 0.0304724 0.0247712 0.0378163 0.0303184 0.0215381 0.0198154 0.0193875 0.01885 0.0170902 0.0191165 0.0166772 0.0211187 0.0327 0.0196601 0.0214578 0.0192728 0.0185257 0.0225006 0.0269438 0.0175433 0.0164876 0.0163573 0.0159827 0.0140225 0.0139463 0.0139109 0.0178587 0.0153227 0.0176283 0.0148312 0.0133569 0.0128734 0.0133238 0.0125026 0.0121937 0.012114 0.0120342 0.0203843 0.0114579 0.0113629 0.0110343 threshold=18.242500000000295 7.6324999999997098 39.562500000010921 67.812500000000014 5.9369999999908041 5.2884999999896545 28.5630000000092 65.156500000000975 60.297000000000487 11.953500000012356 54.578249999999578 51.671999999999578 2.3857782797104057 8.8909999999978044 4.109704612247139 15.826648028930128 43.570499999998908 5.5000000000000009 8.9369999999989904 14.819645180318444 23.753760000000479 49.281500000011881 52.320500000011641 9.5000000000000018 9.9379999999973752 34.437499999985455 9.3125000000000018 -0.75000000000000011 2.7704892571454507 12.946702413132433 23.511750000000124 9.7605000000003219 5.2591066850852384 13.183779748503694 22.294642857142861 7.336337217257797 35.737999999993924 36.164500000009873 2.8839350070722829 2.0332855492981312 11.500000000000002 0.82089089723078879 15.015499999999976 8.9370000000035379 14.205357142856625 2.7138370023430229 21.405999999999953 8.6880000000128366 11.500000000000002 52.516000000012362 9.061999999987167 9.1244999999998999 27.265999999999625 17.242500000000003 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left_child=1 4 6 7 -1 -3 30 8 10 26 11 13 -13 14 15 -4 17 -15 19 20 24 -22 -23 -19 -18 62 93 -25 -29 -30 40 32 51 34 -27 36 -36 -38 39 59 41 -2 85 45 -45 -43 -47 48 58 78 -35 52 76 54 -54 -53 57 -57 -48 75 -40 -55 -8 64 65 70 67 87 -69 84 -64 -72 -73 -74 -33 -39 -32 79 -50 80 81 82 83 90 -66 86 -11 -67 -83 94 -44 -92 -51 -7 -88 right_child=2 5 3 -5 -6 9 25 -9 -10 42 -12 12 -14 16 -16 -17 18 23 -20 -21 21 22 -24 27 -26 33 -28 28 29 -31 31 74 -34 50 35 -37 37 38 60 -41 -42 43 77 44 -46 46 47 -49 49 92 -52 55 53 61 -56 56 -58 -59 -60 -61 -62 -63 63 -65 69 66 -68 68 -70 -71 71 72 73 -75 -76 -77 -78 -79 -80 -81 -82 88 -84 -85 -86 -87 89 -89 -90 -91 91 -93 -94 -95 -96 leaf_value=-3.5331295674737777e-05 0.00032024500309100963 0.0014499301296594896 0.0007750333471652313 0.0037181248232724868 0.0015274594394788952 0.00024366765500732462 0.00074750246915962059 0.00052581898282597495 0.0030773840221897768 0.00044641181584836393 0.0010246614136964326 0.0015057856476701076 0.0031078733066407065 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22 20 29 41 132 21 54 29 32 30 21 29 20 25 36 21 22 37 39 22 25 22 20 61 23 22 22 28 20 21 22 20 24 42 36 30 20 22 36 36 20 28 20 31 43 27 33 40 291 21 37 27 20 20 33 4744 37 leaf_count=167185 20 35 20 22 34 2304 22 34 23 601 39 35 23 23 27 27 26 23 30 24 32 26 61 31 23 47 2837 26 37 28 31 20 35 23 34 21 39 31 22 20 29 41 132 21 54 29 32 30 21 29 20 25 36 21 22 37 39 22 25 22 20 61 23 22 22 28 20 21 22 20 24 42 36 30 20 22 36 36 20 28 20 31 43 27 33 40 291 21 37 27 20 20 33 4744 37 internal_value=0 -1.35645e-05 0.0011506 0.00163381 -3.50132e-05 0.000303552 0.000943833 0.00155945 0.00161955 0.000299988 0.00155962 0.00159949 0.00214248 0.00153147 0.00184475 0.00144551 0.00147185 0.0012744 0.00162102 0.00170383 0.00162102 0.00176482 0.0015578 0.00137854 0.00127064 0.00112931 0.00027858 0.00127536 0.00139085 0.00156101 0.000777572 0.000852611 0.000892321 0.00122683 0.00126626 0.00120796 0.00125717 0.00131989 0.00122877 0.00112096 0.000698315 0.000723829 0.00045221 0.000747819 0.000922534 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11310 1496 618 584 11275 561 522 58 464 74 47 390 168 222 192 168 119 87 145 49 707 9885 122 91 65 789 405 365 321 278 231 210 176 137 95 384 355 1390 335 75 260 219 190 160 103 43 330 207 140 58 123 98 59 57 75 42 82 386 364 342 267 112 92 43 75 155 132 108 66 40 53 67 394 41 358 330 310 242 199 55 996 956 49 68 355 172 40 62 7048 328 is_linear=0 shrinkage=0.01089 Tree=527 num_leaves=96 num_cat=0 split_feature=18 18 18 46 35 18 28 18 29 29 22 23 49 38 21 39 22 26 38 38 29 26 8 46 18 18 62 18 41 19 46 21 18 39 58 31 64 39 52 35 53 52 61 2 31 29 55 28 31 38 22 43 58 37 1 10 46 28 22 58 22 23 58 50 58 39 59 46 59 21 11 35 39 39 35 58 59 18 46 19 52 28 28 58 5 22 19 21 61 11 38 21 21 37 38 split_gain=23.6002 10.0176 1.75974 0.685352 0.665282 0.380004 0.318481 0.306584 0.189751 0.374679 0.168112 0.154352 0.137636 0.0775564 0.180001 0.137839 0.121386 0.150749 0.136966 0.0665195 0.0692658 0.102721 0.0583954 0.0559644 0.0460235 0.0454507 0.0390723 0.0732154 0.0719289 0.03825 0.0478104 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39 26 26 33 56 27 33 45 27 39 34 8 24 2 23 23 0 26 28 46 19 46 62 39 19 24 33 56 27 9 19 45 45 57 45 35 19 57 40 46 53 26 46 57 45 25 28 23 59 53 19 26 25 35 19 52 58 58 9 57 24 64 58 57 52 53 52 33 55 40 39 62 33 split_gain=21.3374 8.57393 2.10477 1.16852 3.27192 1.12811 0.420546 0.309987 0.392735 0.265852 0.244574 0.199461 0.198468 0.0764424 0.113452 0.11237 0.118728 0.106104 0.103571 0.0586874 0.0545436 0.0457629 0.0422293 0.0408427 0.0444588 0.0382109 0.0506279 0.105336 0.0639804 0.0723242 0.0500361 0.0673667 0.0452004 0.0418609 0.0539417 0.0446467 0.0522351 0.0378789 0.0315685 0.0477592 0.0311597 0.0334922 0.026671 0.025598 0.0242224 0.0303405 0.0256547 0.019727 0.0195451 0.0209019 0.0197385 0.0190208 0.0294509 0.0242502 0.0216459 0.0212399 0.020319 0.0322096 0.0203163 0.0184174 0.0178449 0.0204946 0.0168837 0.0167805 0.0144111 0.0271358 0.0229084 0.0208181 0.0162876 0.0142236 0.013731 0.0176118 0.0136127 0.015327 0.0135732 0.0133386 0.0236977 0.0172706 0.0278634 0.0245209 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86 9318 5156 518 412 106 1690 363 67 43 392 200 153 47 192 131 96 49 407 296 276 47 166 349 202 180 151 94 58 146 81 71 50 65 248 226 199 174 142 73 69 49 47 43 57 880 692 501 454 188 423 191 383 147 internal_count=180547 178160 2387 953 42 167123 11037 911 865 46 1434 11008 837 292 225 195 174 102 47 72 67 770 55 664 632 545 517 369 349 57 148 112 292 272 57 215 185 45 89 61 604 86 9318 5156 518 412 106 1690 363 67 43 392 200 153 47 192 131 96 49 407 296 276 47 166 349 202 180 151 94 58 146 81 71 50 65 248 226 199 174 142 73 69 49 47 43 57 880 692 501 454 188 423 191 383 147 is_linear=0 shrinkage=0.01089 Tree=533 num_leaves=96 num_cat=0 split_feature=18 18 18 18 61 21 34 41 21 23 18 22 18 2 21 21 64 18 23 21 53 2 29 21 40 56 23 12 21 29 22 18 62 22 22 51 51 61 23 22 25 22 50 40 22 61 19 18 21 41 64 51 11 63 51 23 18 61 31 29 31 10 5 8 51 5 35 43 29 18 21 2 19 37 51 57 21 62 18 2 22 63 41 46 57 43 25 43 19 51 43 21 43 22 51 split_gain=20.8759 8.38823 2.0592 1.14323 2.27731 1.01386 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134 46 350 88 62 81 58 770 42 664 632 321 77 244 203 161 118 43 91 9165 612 83 9137 1843 529 365 299 66 243 223 151 128 56 363 302 223 79 56 194 171 131 58 73 61 72 44 164 143 74 69 52 407 58 58 42 47 349 41 42 319 187 167 145 43 132 102 78 58 53 3998 880 is_linear=0 shrinkage=0.01089 Tree=534 num_leaves=96 num_cat=0 split_feature=24 34 24 27 41 24 24 24 34 41 22 10 9 29 27 52 45 28 27 50 22 34 44 43 62 28 24 23 24 25 51 24 28 47 24 46 50 34 27 9 47 26 26 62 34 34 37 37 49 25 62 43 43 33 22 50 34 9 64 33 47 47 49 37 27 29 34 9 28 7 37 23 64 49 52 29 22 49 10 22 24 50 25 45 46 64 12 62 9 27 33 1 22 50 64 split_gain=20.5493 8.28893 1.95483 1.06431 0.934612 0.35148 0.31952 0.19441 0.170285 0.150942 0.155304 0.186237 0.134068 0.270685 0.0992878 0.110273 0.0982772 0.0998309 0.120262 0.092965 0.0603381 0.0703614 0.0892475 0.0788547 0.0599532 0.0930147 0.0705311 0.0412851 0.0310739 0.0296544 0.0467458 0.0268276 0.0250641 0.0239667 0.0228053 0.0248689 0.0221166 0.021758 0.0276287 0.0294884 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num_leaves=96 num_cat=0 split_feature=18 40 18 65 57 18 18 19 29 18 25 10 18 18 43 1 38 40 43 1 45 43 41 0 45 45 49 43 51 63 57 49 18 18 40 18 19 3 45 19 61 61 18 46 45 45 43 41 31 9 31 45 29 43 40 61 57 57 37 62 2 9 64 33 44 6 43 29 41 61 33 61 0 63 9 57 29 56 25 19 25 18 63 38 38 51 0 40 5 2 65 18 43 38 63 split_gain=20.1049 8.10657 1.91251 1.2324 1.16189 0.336882 0.312598 0.279339 0.276648 0.190453 0.113371 0.1587 0.180348 0.129095 0.142212 0.0818817 0.0571228 0.0781073 0.0934329 0.0733761 0.0493655 0.083299 0.0586502 0.0576784 0.0424393 0.0830483 0.0419713 0.096209 0.0407513 0.0405227 0.0617947 0.0386549 0.0379763 0.0303981 0.0288527 0.0262465 0.0245126 0.01934 0.0273886 0.0249087 0.031601 0.0244361 0.0313267 0.0293962 0.0208175 0.0166237 0.032552 0.0230656 0.0234655 0.0170736 0.0164198 0.0203389 0.0186074 0.0182883 0.0215702 0.0166021 0.0243918 0.0196891 0.0272713 0.0291511 0.0160406 0.0159878 0.0222763 0.0278371 0.0207284 0.0200678 0.0192308 0.0183416 0.0180549 0.0148041 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1790 43 338 105 41 233 144 113 77 64 89 49 60 44 8493 40 635 310 272 217 175 151 93 46 58 42 75 50 58 700 48 40 582 1090 329 55 547 is_linear=0 shrinkage=0.01089 Tree=538 num_leaves=96 num_cat=0 split_feature=24 24 24 33 65 34 19 26 24 24 9 61 39 39 61 24 24 45 61 26 2 19 62 24 24 26 24 39 40 19 24 29 57 39 19 26 29 38 59 32 32 26 64 50 33 19 50 33 27 27 40 39 61 40 40 11 57 55 62 0 40 9 27 59 62 62 43 57 11 39 33 19 33 64 3 43 19 19 35 34 31 40 53 45 24 61 61 33 33 62 9 39 24 34 28 split_gain=18.5125 7.50875 1.93963 1.14047 0.99566 0.413186 0.306015 0.373202 0.294005 0.17162 0.144876 0.133602 0.106145 0.265967 0.0991702 0.239973 0.19201 0.140882 0.098606 0.114772 0.0792734 0.0800042 0.0714048 0.0621881 0.051598 0.0381515 0.0335856 0.0261411 0.0247816 0.0237315 0.0231818 0.0218685 0.0227998 0.0215475 0.021265 0.0209475 0.0253354 0.0400288 0.031949 0.0272067 0.0317074 0.0378923 0.0272646 0.0190187 0.0155906 0.0172844 0.0168991 0.0242092 0.017505 0.0212046 0.0192739 0.0390338 0.0150761 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39 51 32 23 45 22 10 24 35 59 39 39 62 24 40 20 24 47 26 23 39 61 39 20 49 23 47 33 39 49 50 20 50 46 23 43 33 23 50 46 33 40 40 11 21 62 55 59 23 39 40 38 39 8 2 61 33 39 10 55 21 55 22 11 26 22 21 12 38 12 35 55 split_gain=18.1121 7.34613 1.89761 1.1767 0.974106 0.35728 0.299386 0.365114 0.287638 0.16814 0.124609 0.121596 0.0904193 0.207893 0.18385 0.0960801 0.111033 0.0952393 0.132583 0.0795967 0.0805311 0.0755987 0.0706725 0.0642069 0.10257 0.0916729 0.116817 0.0836331 0.0671259 0.053567 0.050477 0.0456084 0.0535704 0.0412083 0.0547888 0.0376743 0.032855 0.0245589 0.023211 0.0226795 0.0219736 0.0458377 0.0310395 0.0302031 0.027865 0.0210775 0.0208031 0.0207498 0.0205121 0.0268362 0.0199309 0.0273979 0.020985 0.0203854 0.0294764 0.018602 0.0160116 0.0178414 0.0153288 0.0152489 0.022797 0.0165306 0.0247839 0.0236832 0.0141671 0.0217672 0.0241638 0.0406073 0.0168583 0.0139333 0.0136394 0.0262805 0.0130831 0.012948 0.0127174 0.0162929 0.0173868 0.0134976 0.0241172 0.0153431 0.0124916 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358 65 293 237 56 325 283 182 72 42 45 101 67 47 1012 213 193 159 131 54 77 49 365 219 146 77 69 175 44 4001 149 103 62 46 41 45 internal_count=180635 178271 2364 167253 785 11018 763 737 1579 10984 707 343 301 274 42 232 96 136 112 81 57 58 42 364 203 161 141 180 72 108 815 80 56 108 73 48 764 9150 416 1834 381 282 99 260 78 399 9126 40 240 217 184 97 87 77 53 350 406 386 53 358 65 293 237 56 325 283 182 72 42 45 101 67 47 1012 213 193 159 131 54 77 49 365 219 146 77 69 175 44 4001 149 103 62 46 41 45 is_linear=0 shrinkage=0.01089 Tree=540 num_leaves=96 num_cat=0 split_feature=24 24 24 39 32 35 24 28 24 51 10 45 51 22 24 28 61 61 6 39 24 29 22 23 24 24 33 19 24 23 21 39 39 63 51 45 22 57 56 41 45 39 24 52 39 65 9 33 32 37 39 32 9 56 24 52 22 28 32 53 8 63 22 55 32 21 28 22 65 59 55 51 39 21 53 39 47 59 6 59 59 33 52 21 21 51 63 57 39 21 21 28 61 57 61 split_gain=18.1047 7.57697 1.57663 1.20522 0.565052 1.8901 0.321907 0.274136 0.235802 0.148721 0.248826 0.142475 0.22876 0.203919 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21.280999999988129 14.261917525773075 13.632999999997994 1.2650140315432072 19.55199999998813 19.405999999988129 54.078500000010543 29.112500000000004 11.172520618556709 5.5450605487891798 6.8476025880672111 0.22061731572112728 50.780999999988133 11.669656662338737 41.062500000000007 48.172000000002306 -0.45577996714292668 47.344000000011881 43.695000000001535 8.3068461868166299 8.7030000000122545 0.10040916292852707 0.4419417382419138 9.8126774867775115 12.35536365055175 7.5657940972004765 8.7996789187093771 0.044547727218683185 0.00035355338937908241 14.976499999999307 13.055538860103615 6.481764775165261 9.8571891191709859 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 -1 5 9 24 -3 27 10 11 13 -13 14 21 -16 -14 -18 -19 20 23 22 45 -20 57 26 -24 43 46 31 -31 32 33 34 35 36 -30 -36 -39 40 41 -33 90 44 -9 -4 47 -8 51 -50 -51 52 -49 -54 55 -45 -29 93 -59 63 62 68 -61 64 -60 66 67 -66 82 -67 -26 -72 77 -74 75 76 85 78 -73 -77 -55 -76 -62 89 91 86 87 -75 -87 -44 -10 92 -85 -2 -58 right_child=2 7 4 -5 -6 -7 28 8 42 -11 -12 12 16 -15 15 -17 17 18 19 -21 -22 -23 25 -25 70 -27 -28 56 29 30 -32 39 -34 -35 37 -37 -38 38 -40 -41 -42 -43 83 54 -46 -47 -48 48 49 50 -52 -53 53 80 -56 -57 94 58 59 60 61 -63 -64 -65 65 69 -68 -69 -70 -71 71 72 73 74 81 79 -78 -79 -80 -81 -82 -83 -84 84 -86 88 -88 -89 -90 -91 -92 -93 -94 -95 -96 leaf_value=-2.9881058931786887e-05 0.00023285191700187034 0.0014002210237848865 0.0011474861440184099 -0.0027019232386312404 -0.00028431673063534574 0.0047788058639605382 0.00062400744368587189 0.0002708581623056513 0.00059755436422411043 0.00068438616787508519 0.0024691281714841122 0.0026775122429183126 0.00081877279552754027 0.0001774863920427491 0.0024302688255481149 0.0011874303786788727 0.0023293888277219478 0.00084429629772247105 0.0012649994713340486 0.0026971799439918656 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789 38 20 25 1568 leaf_count=167314 20 25 20 20 20 21 21 68 21 29 29 22 20 20 24 30 26 33 30 24 32 30 27 31 23 24 21 22 27 22 23 33 28 38 23 26 38 22 32 21 21 25 21 34 35 21 22 29 33 28 45 30 28 21 5686 1939 581 34 27 29 20 32 23 38 26 46 28 21 33 27 51 20 32 48 36 21 28 41 35 22 27 21 27 37 379 24 20 32 25 22 789 38 20 25 1568 internal_value=0 -1.17816e-05 0.000997712 -3.02009e-05 0.00151007 0.00157996 0.000826463 0.000261337 0.000258804 0.00144344 0.00149079 0.00142538 0.00162258 0.00122701 0.00133339 0.00174105 0.00150375 0.00158133 0.00145117 0.00162192 0.00134358 0.00117902 0.0013167 0.00164867 0.000696179 0.00155865 0.00132652 0.00024058 0.00101013 0.00107785 0.000802866 0.00111476 0.00104709 0.00110857 0.00104595 0.00121265 0.00100022 0.000848297 0.00103538 0.0012726 0.0011832 0.0013124 0.000395182 0.000228767 0.000385778 0.00089056 0.000919573 0.000944189 0.000971916 0.00110338 0.000928743 0.000868333 0.000937752 0.00105766 0.000226651 0.000200126 0.000282803 0.00060257 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79 58 1327 7762 103 41 284 262 241 106 73 135 105 76 7659 1973 2171 456 411 377 164 112 52 213 175 148 75 47 80 73 479 456 405 309 277 220 177 96 55 43 48 57 47 517 474 149 100 80 49 43 810 95 57 45 2149 is_linear=0 shrinkage=0.01089 Tree=541 num_leaves=96 num_cat=0 split_feature=18 34 18 49 22 61 18 18 18 2 41 25 43 26 21 64 28 43 61 21 31 0 28 2 39 18 27 18 18 49 61 51 39 40 21 39 33 27 21 21 21 26 39 64 7 18 33 27 22 62 47 44 27 43 29 26 49 49 61 28 28 34 5 57 31 21 31 21 57 21 61 33 61 29 40 47 47 22 28 58 18 21 21 27 18 33 61 0 46 44 44 51 21 64 51 split_gain=17.7132 7.41597 1.54251 1.05838 0.500038 0.593982 0.335352 0.314937 0.226838 0.210776 0.266424 0.11603 0.231228 0.122681 0.168391 0.113986 0.125303 0.179991 0.0943428 0.141229 0.114133 0.0879836 0.0803781 0.0777537 0.067505 0.0638802 0.0633535 0.0406748 0.0329108 0.026747 0.0425359 0.0394177 0.0467046 0.0251475 0.0231846 0.0427754 0.0415288 0.0364395 0.0575614 0.0331466 0.0355006 0.0375315 0.0340926 0.0248414 0.020569 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27 21 62 52 40 44 43 27 22 8 52 20 18 26 20 26 23 44 39 39 63 46 61 9 40 18 45 18 25 40 28 0 61 63 5 12 18 35 20 53 35 40 21 32 39 28 59 39 43 39 27 59 29 40 25 18 45 39 46 44 26 12 39 44 40 40 27 52 59 5 59 61 29 26 61 23 39 23 0 32 split_gain=16.5862 7.17449 1.44611 1.82394 1.34671 0.944368 0.418151 0.349228 0.220442 0.202583 0.161111 0.230699 0.255554 0.125134 0.0979576 0.101173 0.0752531 0.158371 0.0748498 0.0961647 0.0487821 0.0650019 0.0476154 0.040504 0.0457725 0.044606 0.0420104 0.031221 0.0302541 0.0273635 0.027037 0.0270045 0.0233426 0.0219324 0.0584496 0.0409461 0.0383156 0.0274354 0.0379234 0.0212349 0.0195842 0.0194867 0.0189152 0.0175367 0.0261178 0.0324327 0.0252094 0.0169795 0.0168452 0.017232 0.0212505 0.0176989 0.021276 0.0182877 0.0179003 0.0393272 0.015562 0.0183145 0.0162465 0.0154738 0.021838 0.0160237 0.0158982 0.021736 0.0173398 0.0226669 0.0179388 0.0149874 0.0141667 0.0141443 0.0276046 0.0140173 0.0137114 0.0118734 0.0118072 0.0112628 0.0108262 0.0105879 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101 55 9144 9122 42 597 161 110 69 41 46 494 472 437 405 260 240 211 167 145 118 59 436 378 58 306 77 229 125 44 41 51 104 66 44 143 81 59 72 1378 47 533 483 235 53 115 683 579 551 439 111 414 394 218 57 176 80 50 internal_count=180704 178533 2171 42 167294 2129 11239 979 955 11205 305 276 246 1150 217 194 159 61 98 62 650 601 49 576 121 87 455 2061 656 45 625 431 42 403 302 270 228 101 55 9144 9122 42 597 161 110 69 41 46 494 472 437 405 260 240 211 167 145 118 59 436 378 58 306 77 229 125 44 41 51 104 66 44 143 81 59 72 1378 47 533 483 235 53 115 683 579 551 439 111 414 394 218 57 176 80 50 is_linear=0 shrinkage=0.01089 Tree=543 num_leaves=96 num_cat=0 split_feature=18 34 18 27 27 18 18 65 18 18 44 23 1 18 34 22 52 18 18 22 53 44 49 27 22 33 34 62 19 37 18 23 51 40 49 53 51 22 29 44 18 34 27 51 31 19 18 40 29 46 34 23 27 44 44 6 12 41 23 10 10 18 34 62 41 53 12 64 46 37 47 47 5 10 57 57 29 27 47 33 5 31 31 51 64 1 12 22 34 44 34 18 6 34 41 split_gain=16.2275 7.02542 1.41481 1.78445 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44 44 1076 541 467 437 327 303 47 118 51 is_linear=0 shrinkage=0.01089 Tree=545 num_leaves=96 num_cat=0 split_feature=24 24 24 21 65 34 20 28 24 24 24 43 28 31 24 32 29 27 34 39 28 44 51 61 51 21 51 27 24 33 2 63 44 24 27 24 43 21 43 52 65 65 5 46 46 24 39 39 63 65 28 34 39 35 24 28 46 46 33 21 63 3 6 44 46 63 39 39 49 26 32 55 46 21 21 59 63 65 52 55 39 20 51 49 57 27 43 33 44 34 26 46 20 59 39 split_gain=15.8322 6.43292 1.5196 1.33464 0.620494 0.418693 0.237544 0.292178 0.232772 0.137884 0.132227 0.213478 0.119442 0.280822 0.267737 0.12949 0.103956 0.140833 0.141892 0.0849901 0.0666117 0.0383018 0.0490006 0.0449165 0.0423062 0.0579932 0.0539934 0.0635551 0.0484051 0.045903 0.0478003 0.0467813 0.0345453 0.0277018 0.0224487 0.0216384 0.0241583 0.0416684 0.0315243 0.0509858 0.031086 0.0319588 0.0215301 0.021488 0.0209722 0.0206662 0.020414 0.03189 0.0369544 0.0220287 0.0180552 0.0197608 0.0180034 0.017369 0.0166461 0.0157761 0.0275393 0.0156521 0.0252791 0.0288758 0.0270891 0.0200377 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internal_weight=0 178389 2398 167312 904 11077 880 852 1494 11048 827 302 271 230 192 41 166 136 87 59 49 525 481 44 456 419 397 345 52 314 221 93 765 729 304 720 400 314 86 51 91 65 267 9301 425 9276 223 202 176 154 246 222 320 45 1747 280 255 197 134 111 84 63 60 132 108 85 181 158 49 109 79 51 40 43 74 671 1076 627 401 336 300 261 95 48 166 119 47 89 66 47 65 45 44 601 129 internal_count=180787 178389 2398 167312 904 11077 880 852 1494 11048 827 302 271 230 192 41 166 136 87 59 49 525 481 44 456 419 397 345 52 314 221 93 765 729 304 720 400 314 86 51 91 65 267 9301 425 9276 223 202 176 154 246 222 320 45 1747 280 255 197 134 111 84 63 60 132 108 85 181 158 49 109 79 51 40 43 74 671 1076 627 401 336 300 261 95 48 166 119 47 89 66 47 65 45 44 601 129 is_linear=0 shrinkage=0.01089 Tree=546 num_leaves=96 num_cat=0 split_feature=18 34 18 61 18 57 29 18 23 18 18 57 55 18 22 44 45 55 22 28 39 45 8 37 28 39 44 22 32 29 10 41 2 18 65 47 58 53 61 31 18 9 65 35 35 37 32 61 31 31 10 23 57 0 51 38 12 22 39 18 34 57 23 22 44 55 39 11 43 7 64 23 61 64 57 44 10 0 44 58 0 18 2 61 2 51 45 22 61 0 28 39 22 61 58 split_gain=15.0934 6.21846 1.47596 1.12356 0.7049 3.50957 0.456061 0.404448 0.239973 0.239637 0.130926 0.0953512 0.191938 0.234636 0.187454 0.123578 0.0831742 0.0536021 0.0781908 0.0989977 0.0936814 0.136668 0.1004 0.0829221 0.0977275 0.0531949 0.0468952 0.037428 0.0360059 0.0378997 0.0301398 0.0281004 0.0386338 0.0277419 0.0264049 0.0318628 0.0404188 0.0344142 0.0292971 0.0261158 0.022792 0.0201647 0.0191617 0.0184967 0.0201922 0.0234245 0.0224649 0.0174233 0.0300011 0.030695 0.0299914 0.0281589 0.0232737 0.0204867 0.0261168 0.0186103 0.0170491 0.0175835 0.0163263 0.0161138 0.016012 0.0170956 0.0133563 0.0212679 0.0133297 0.0134332 0.0132755 0.0210663 0.0145831 0.0140431 0.0131285 0.0120488 0.0114043 0.0105176 0.0101156 0.00995425 0.0162269 0.00914985 0.011574 0.00858598 0.0085045 0.00814259 0.00749201 0.011094 0.0200803 0.0146288 0.0143499 0.0188283 0.0140414 0.0159946 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14.781285714285334 1.0000000180025095e-35 23.686999999987169 10.233537317553083 14.500000000000002 9.8126774867775115 9.3120000000003547 0.25000000000000017 11.828500000012356 15.220989162301331 8.8205000000107265 22.061999999987169 10.804641987487249 23.90599999999927 19.405999999988129 23.359499999998665 14.011025773195879 11.669656662338737 -0.24999999999999994 20.960620000000059 -1.0000000180025095e-35 8.9845000000000272 10.800999999992202 20.603303108808294 9.0465000000003801 3.8603692723626422 12.655999999988127 0.24936651517469852 10.500000000000002 10.937000000000809 8.3829999999998126 17.500000000000004 27.156499999997326 2.5000000000000004 12.243199481865267 8.5000000000000018 3.9453993052199263 2.1754495604599513 15.562500000014554 16.455797927461131 14.500000000000002 16.405999999988129 2.6633358890251526 16.437500000014555 14.276512953367874 7.7190000000118753 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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75 442 171 706 555 42 438 384 150 127 102 82 234 73 161 116 53 45 94 internal_count=180594 178153 2441 167178 941 47 894 10975 874 1500 10944 189 167 98 69 45 62 685 636 192 102 58 44 90 59 49 444 707 408 382 40 340 54 673 286 197 92 105 89 249 793 229 64 207 185 143 122 304 252 67 46 185 54 131 53 52 1860 1067 42 9084 78 44 489 467 101 68 424 370 54 309 793 3771 42 61 87 267 75 442 171 706 555 42 438 384 150 127 102 82 234 73 161 116 53 45 94 is_linear=0 shrinkage=0.01089 Tree=547 num_leaves=96 num_cat=0 split_feature=18 34 18 49 59 18 18 19 26 18 9 19 23 26 44 26 41 55 43 56 27 6 23 63 52 55 27 47 27 26 44 51 62 45 49 44 64 40 62 47 33 6 51 35 12 18 59 19 18 34 9 63 18 46 41 27 49 62 33 18 43 46 34 64 33 49 37 51 6 46 64 47 27 32 3 55 49 18 51 46 28 44 43 18 49 33 44 18 64 27 0 59 23 51 33 split_gain=14.767 6.08378 1.44401 1.09925 0.695991 0.395693 0.234441 0.220609 0.429799 0.128093 0.122758 0.121302 0.143069 0.122924 0.123267 0.101736 0.108129 0.0526351 0.0548737 0.0586116 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leaf_count=167158 30 31 27 20 22 30 35 28 30 572 30 35 21 23 20 33 24 24 25 249 30 54 23 30 21 29 25 77 21 20 31 21 22 21 35 35 34 517 40 20 20 20 21 25 54 213 20 20 25 27 23 36 25 32 28 29 27 27 32 64 26 20 33 25 39 36 37 22 25 21 25 21 39 21 20 62 32 41 20 76 576 39 21 4566 46 35 47 3951 26 21 130 85 21 20 28 internal_value=0 -1.16972e-05 0.000841096 -2.80027e-05 0.00117554 0.000236676 0.000631254 0.00112962 0.00115953 0.000233191 0.00111477 0.00109124 0.00111875 0.00143293 0.00129844 0.00112895 0.00130678 0.00105076 0.00107854 0.0010394 0.00111019 0.000853202 0.000740157 0.0010663 0.001356 0.00114502 0.000705182 0.00102479 0.000957454 0.000775523 0.000792705 0.000777543 0.000764731 0.000901711 0.000728369 0.000745695 0.000972187 0.000216321 0.000706506 0.000368919 0.000502578 0.000955334 0.000732684 0.000713817 0.00031556 0.000744355 0.000792611 0.000215295 0.000815834 0.000459225 0.000581429 0.000605815 0.000642644 0.000444734 0.000401099 0.000220312 0.00043986 0.000606659 0.000396985 0.000343793 0.000707025 0.000442686 0.000541028 0.00027753 0.000749965 0.000683032 0.000813286 0.000406816 0.000530699 0.000492221 0.000335462 0.000741584 0.00046412 0.000862848 0.000353363 0.000403012 0.000386993 0.000419507 0.000322342 0.000262016 0.000272769 0.000570205 0.000480623 0.000202287 0.00061313 0.000245063 0.000198642 0.000231938 0.000241068 0.000619287 0.0003907 0.000454174 0.000347057 0.000371742 0.000460248 internal_weight=0 178153 2441 167178 941 10975 1500 919 891 10944 861 834 799 142 121 98 78 657 608 533 386 147 117 356 75 50 49 326 45 707 672 641 621 130 491 469 69 9084 400 43 793 74 365 344 1860 319 233 9054 109 512 281 258 222 485 322 57 265 54 211 1067 163 179 85 793 138 99 63 52 163 138 46 84 59 42 94 87 495 329 166 706 652 92 53 5083 86 102 82 3971 46 42 288 117 171 150 48 internal_count=180594 178153 2441 167178 941 10975 1500 919 891 10944 861 834 799 142 121 98 78 657 608 533 386 147 117 356 75 50 49 326 45 707 672 641 621 130 491 469 69 9084 400 43 793 74 365 344 1860 319 233 9054 109 512 281 258 222 485 322 57 265 54 211 1067 163 179 85 793 138 99 63 52 163 138 46 84 59 42 94 87 495 329 166 706 652 92 53 5083 86 102 82 3971 46 42 288 117 171 150 48 is_linear=0 shrinkage=0.01089 Tree=548 num_leaves=96 num_cat=0 split_feature=18 40 18 43 23 18 53 26 18 18 18 53 21 27 20 21 59 25 25 34 39 34 33 23 35 43 57 23 9 2 26 51 18 29 40 57 9 39 50 27 18 18 27 62 9 28 34 28 34 62 34 61 28 34 40 40 18 6 58 21 55 40 18 50 9 21 1 9 40 33 6 33 27 20 25 51 26 2 59 29 27 2 57 39 21 27 21 43 40 2 34 43 39 6 58 split_gain=14.8294 6.06263 1.47806 1.26432 0.835952 0.330418 0.24981 0.271508 0.199846 0.157337 0.13482 0.11188 0.194927 0.319237 0.159294 0.137961 0.100653 0.0867432 0.117982 0.107099 0.0915311 0.0334325 0.0329203 0.0343869 0.0550125 0.0464855 0.0375883 0.0395774 0.0499322 0.0364685 0.0299552 0.0290308 0.03209 0.0276408 0.0476353 0.04454 0.0396817 0.0234889 0.0350056 0.0255303 0.021726 0.0215563 0.0192382 0.0184644 0.0177906 0.0191095 0.0163049 0.0292307 0.0579012 0.0224983 0.0224379 0.0162242 0.0158588 0.0259068 0.0192999 0.0161712 0.0167145 0.0205783 0.0199463 0.0160886 0.0154853 0.0148812 0.0147118 0.0141044 0.0147108 0.0204182 0.0260091 0.0144415 0.0135216 0.0134108 0.017273 0.0161061 0.0129321 0.0140404 0.0170288 0.0145371 0.0125809 0.0119607 0.0114252 0.0113893 0.0106507 0.010553 0.0101443 0.0164761 0.00980878 0.0110207 0.011071 0.016805 0.0106931 0.0195666 0.0119217 0.0102791 0.0144575 0.011655 0.0100831 threshold=15.765499999999976 5.2884999999896545 34.437499999985455 8.3512399999995264 65.257999999998006 7.6324999999997098 66.219000000002794 56.936249999999752 24.655999999988129 44.594000000011881 10.312500000000002 57.426999999999687 4.7948910832175828 8.0335267948572326 51.671999999999578 0.79514157544805941 59.28149999999733 47.412250000003048 44.929750000000247 8.8985000000011514 15.220989162301331 7.5309999999881265 2.2956647341039464 44.687499999989093 50.42200000001322 26.021260000000186 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50.812499999985455 50.53149999999733 1.5477600580310862 12.500000000000002 2.9334334312065216 4.2163593942941437 0.00035355338937908241 2.0530466195608441 1.856508854001494 15.171239999999964 9.0309999999994961 9.5000000000000018 12.436999999990805 12.456239999999527 1.9535355030636465 -0.84646129610493615 8.789499999998954 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 -1 6 -3 7 9 41 22 21 14 13 15 17 -13 -17 18 19 -11 -21 -7 -4 24 26 -25 -24 33 29 -29 -10 -32 37 34 35 -28 -35 38 39 60 -12 63 -43 -41 -34 -46 51 49 -49 -48 -51 -47 -44 -54 -55 56 57 61 -58 -60 72 -56 68 64 65 69 82 -68 -23 -2 71 -71 73 74 77 -76 -70 -33 -39 -26 -66 -75 -67 -84 -42 86 87 88 89 -86 -91 92 94 -93 -90 right_child=2 5 4 -5 -6 10 -8 -9 30 11 40 12 -14 -15 -16 16 -18 -19 -20 20 -22 62 23 25 79 -27 27 28 -30 -31 31 32 44 36 -36 -37 -38 78 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0.000449469 0.000363132 0.000349623 0.00034359 0.000312505 0.000332119 0.000317852 0.000266043 0.000200604 0.000373339 0.000413719 0.000231311 0.00031874 internal_weight=0 178342 2395 167277 940 11065 920 891 1455 856 11031 333 143 121 190 94 67 158 124 89 53 8875 523 495 422 73 382 351 83 58 721 684 662 268 201 180 67 414 358 335 2156 734 311 57 248 222 185 142 65 77 54 43 273 250 224 194 174 81 93 57 278 41 8847 423 397 318 167 85 2288 151 130 96 256 236 194 79 2268 115 56 40 79 42 82 55 921 896 543 469 448 232 163 216 168 48 90 internal_count=180737 178342 2395 167277 940 11065 920 891 1455 856 11031 333 143 121 190 94 67 158 124 89 53 8875 523 495 422 73 382 351 83 58 721 684 662 268 201 180 67 414 358 335 2156 734 311 57 248 222 185 142 65 77 54 43 273 250 224 194 174 81 93 57 278 41 8847 423 397 318 167 85 2288 151 130 96 256 236 194 79 2268 115 56 40 79 42 82 55 921 896 543 469 448 232 163 216 168 48 90 is_linear=0 shrinkage=0.01089 Tree=549 num_leaves=96 num_cat=0 split_feature=18 18 18 27 18 29 19 34 18 28 18 18 49 29 27 43 27 56 21 25 19 50 28 25 18 0 63 51 61 64 56 44 34 52 18 52 18 27 5 28 34 25 21 61 21 49 2 19 18 61 9 44 44 25 37 28 28 50 9 21 8 34 18 33 21 2 37 32 18 43 33 33 43 27 21 12 25 64 27 43 35 44 64 33 56 35 0 37 50 27 32 51 51 10 63 split_gain=14.5087 5.92822 1.44606 1.05202 0.737546 0.802414 1.10752 0.390479 0.195518 0.171811 0.265987 0.132002 0.0938419 0.12807 0.114091 0.0794573 0.0906045 0.293183 0.133335 0.0793867 0.0408761 0.0627884 0.0545485 0.0408737 0.0864942 0.0358141 0.0305286 0.0354992 0.033116 0.0303013 0.0310805 0.0270013 0.0232895 0.0232877 0.0212726 0.0212313 0.021088 0.0188205 0.0196128 0.0190834 0.0205279 0.0180772 0.0158696 0.0154486 0.0366559 0.0176951 0.019609 0.0215309 0.0157917 0.0186525 0.0162341 0.0167501 0.0207738 0.0226313 0.0186466 0.0192462 0.0165591 0.0137975 0.0143906 0.0199739 0.0277787 0.0140648 0.0132789 0.0131693 0.0158148 0.0253159 0.0245217 0.0240783 0.0341302 0.0265808 0.0131183 0.0143944 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172 11035 152 105 80 701 672 87 54 47 585 68 517 483 129 46 354 291 63 104 76 721 43 687 2156 248 734 311 273 250 227 41 57 630 63 567 75 52 492 54 438 413 388 354 292 92 200 423 397 318 167 84 8879 201 166 46 120 88 66 43 151 130 62 962 599 521 202 176 79 83 43 319 57 90 363 62 63 40 224 40 2104 156 136 68 201 internal_count=180737 178342 2395 167279 940 917 894 11063 1455 873 172 11035 152 105 80 701 672 87 54 47 585 68 517 483 129 46 354 291 63 104 76 721 43 687 2156 248 734 311 273 250 227 41 57 630 63 567 75 52 492 54 438 413 388 354 292 92 200 423 397 318 167 84 8879 201 166 46 120 88 66 43 151 130 62 962 599 521 202 176 79 83 43 319 57 90 363 62 63 40 224 40 2104 156 136 68 201 is_linear=0 shrinkage=0.01089 Tree=550 num_leaves=96 num_cat=0 split_feature=24 34 24 33 65 24 19 24 28 24 58 39 39 19 24 24 40 24 21 21 7 65 39 40 21 21 7 26 25 1 24 24 57 24 6 43 51 34 40 39 43 50 37 21 37 26 65 43 21 56 40 39 19 39 21 26 28 40 64 39 33 19 50 21 21 33 58 2 50 21 37 55 50 45 21 46 51 43 53 43 21 39 40 19 57 55 39 24 55 24 21 21 50 37 55 split_gain=14.1645 6.11565 1.18551 0.927855 0.66558 0.399486 0.289815 0.235893 0.2057 0.19141 0.0836307 0.494597 0.487983 0.481422 0.347869 0.232196 0.0910064 0.160143 0.13739 0.132399 0.0919513 0.0865861 0.0732776 0.0857471 0.0874564 0.0681312 0.0605552 0.0560502 0.0567635 0.0479657 0.0402266 0.0379798 0.032647 0.0292363 0.0356473 0.028962 0.0548261 0.0301324 0.0276857 0.0246903 0.0238942 0.0201566 0.0294846 0.0299654 0.0200028 0.023353 0.0199041 0.0193333 0.0426974 0.0509041 0.0416305 0.0340148 0.0340005 0.0242333 0.0252582 0.0252965 0.0314002 0.0273542 0.0226791 0.0176298 0.0157673 0.0186808 0.0181779 0.0307439 0.0280917 0.0298264 0.0240213 0.0236485 0.0226812 0.0211062 0.0196878 0.0215598 0.0196654 0.0184947 0.0164075 0.015303 0.0151742 0.013428 0.0257519 0.0230522 0.0347596 0.0199886 0.0208235 0.0163833 0.0125798 0.0110504 0.010273 0.0101955 0.00979797 0.00966485 0.0131278 0.0247277 0.0146665 0.0189172 0.0131662 threshold=18.242500000000295 6.9060000000026784 39.562500000010921 1.5051163295500578 67.812500000000014 7.6324999999997098 60.406250000000007 28.5630000000092 52.624499999976258 12.382500000000165 8.7655000000031595 21.345206968380396 21.345206968380396 52.921999999998668 51.437500000000007 54.156499999999149 8.8120000000035379 45.156499999999149 6.789639312952489 1.1494020728149466 1.0000000180025095e-35 48.750000000000007 15.220989162301331 8.5154999999995216 1.2367297602771206 1.3261787681115835 1.0000000180025095e-35 44.523500000001611 40.836000000000702 2.5000000000000004 23.88249999999994 9.8125000000000018 12.607159996583233 34.969000000011881 -0.95394862377089173 19.475619999999985 11.293006514872298 8.9925000000002928 6.9060000000026784 15.826648028930128 26.76126000000048 13.679499999989277 31.692269230768247 2.4635600256361925 11.165884615384412 17.890499999994066 54.078500000010543 24.305000000000003 2.9610096462186681 10.211000000011838 8.8599999999967185 11.669656662338737 32.797000000005944 7.8236724500336958 1.3696658351492672 30.222749999999909 29.813000000012838 8.8985000000011514 8.4769999999987267 13.559556551046978 7.3554929749673237 23.078000000001342 16.468500000002681 1.5902831508935464 1.29259119601703 4.2576149144745674 8.8279999999988394 10.500000000000002 8.9849999999993901 3.3149165902116109 12.433307692307819 12.945231958762887 10.073000000011236 6.1900580073530671 3.2707224163745896 9.7605000000003219 10.675383017885212 17.242500000000003 36.40649999999733 16.257520000000373 2.1216738969464495 7.3454550844618014 9.1244999999998999 28.530999999995405 9.317543276553069 14.313216494845364 9.4245448946187711 8.5154999999995216 12.884984536082465 14.811999999990805 0.20930360723077049 0.5359869401566334 9.1175000000002928 11.987961538460626 9.5138556701030677 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -1 6 -3 8 30 10 31 12 14 15 -14 21 16 18 25 22 -19 -21 -12 -4 24 -24 -18 32 28 29 -28 60 38 -23 47 46 85 -37 -38 -7 41 -27 -39 43 -43 -32 -46 -35 48 53 50 -50 52 -49 -9 55 -55 -57 -58 76 -53 62 -62 64 -64 65 72 67 69 -69 -66 -67 -72 -2 -70 -65 77 -56 79 -79 80 88 -80 86 -84 -52 -36 -83 -40 -47 -11 -91 92 -92 -94 -93 right_child=2 5 4 -5 -6 9 -8 33 -10 89 11 -13 13 -15 -16 -17 17 19 -20 20 -22 26 23 -25 -26 40 27 -29 -30 -31 44 -33 -34 34 35 36 37 39 87 -41 -42 42 -44 -45 45 75 -48 51 49 -51 84 59 -54 54 58 56 57 -59 -60 -61 61 -63 63 74 66 70 -68 68 73 -71 71 -73 -74 -75 -76 -77 -78 78 81 -81 -82 82 83 -85 -86 -87 -88 -89 -90 90 91 94 93 -95 -96 leaf_value=-2.6823036222172848e-05 0.00045989278673117559 0.0014307643659985574 0.00033736104924396204 -0.0023713288490046854 0.0031783683103965691 0.00054189993892002071 0.00012291252215052389 0.00045998563688080623 0.0022261903748811568 0.00033726365141269606 0.0017254857360672396 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26 27 22 20 29 20 20 1835 35 23 23 20 23 33 1993 25 23 24 38 23 23 39 25 29 20 27 20 25 34 32 20 25 24 22 33 32 23 36 26 21 20 27 34 22 43 20 20 24 35 26 23 38 22 27 42 25 24 25 21 22 20 33 39 6215 38 57 23 21 25 29 282 leaf_count=167301 24 33 22 20 21 29 28 28 25 768 20 22 23 20 22 31 25 25 21 24 26 20 26 37 26 27 22 20 29 20 20 1835 35 23 23 20 23 33 1993 25 23 24 38 23 23 39 25 29 20 27 20 25 34 32 20 25 24 22 33 32 23 36 26 21 20 27 34 22 43 20 20 24 35 26 23 38 22 27 42 25 24 25 21 22 20 33 39 6215 38 57 23 21 25 29 282 internal_value=0 -1.05372e-05 0.000878672 -2.71037e-05 0.00127152 0.000234546 0.00120668 0.000712132 0.00125797 0.00023104 0.00121508 0.00104179 0.00131715 0.00240552 0.00122261 0.00116739 0.00126576 0.00144995 0.00105603 0.00180651 0.00213088 0.00105153 0.000902418 0.00104167 0.00132732 0.00109262 0.000958781 0.00113173 0.00127559 0.00101702 0.000584952 0.000215514 0.000671801 0.000858065 0.000942564 0.000996627 0.00106252 0.000996917 0.000205515 0.000937141 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1205 437 380 77 54 303 internal_count=180781 178631 2150 167321 640 11310 619 1510 591 11277 566 210 356 43 188 313 282 150 132 75 50 166 111 89 52 75 146 91 71 42 807 10072 55 703 290 242 186 166 8237 143 50 118 85 47 383 363 48 413 293 87 60 120 63 206 178 103 71 46 75 57 424 59 365 70 295 130 165 131 91 40 71 44 59 69 44 340 42 302 176 126 101 149 107 43 40 56 64 8208 77 1205 437 380 77 54 303 is_linear=0 shrinkage=0.01089 Tree=551 num_leaves=96 num_cat=0 split_feature=18 18 18 21 23 18 18 29 29 9 22 19 53 22 52 27 49 61 26 21 38 23 45 63 63 57 21 56 26 26 45 18 18 44 27 27 27 35 29 21 21 47 19 49 52 44 38 32 61 55 56 53 21 57 1 47 55 55 55 61 63 52 49 26 51 47 29 35 49 22 52 9 26 26 7 38 32 38 3 52 27 52 35 18 22 23 27 27 21 9 21 27 18 35 52 split_gain=13.8582 5.97095 1.15985 0.945391 0.540952 0.230787 0.196632 0.175223 0.302933 0.12458 0.196147 0.155198 0.429635 0.0895839 0.0810744 0.118609 0.0668048 0.0878419 0.078701 0.156518 0.0601406 0.0585655 0.0566756 0.108486 0.0828975 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57 62 98 8148 194 154 65 89 68 1179 1147 1120 1065 356 62 is_linear=0 shrinkage=0.01089 Tree=552 num_leaves=96 num_cat=0 split_feature=18 19 21 18 23 1 34 18 18 34 41 21 23 21 28 28 37 7 28 61 61 41 38 40 1 61 29 29 29 29 28 19 19 59 40 18 50 58 41 33 34 61 59 53 50 41 19 33 33 58 5 61 38 57 50 38 7 43 47 21 61 29 45 19 44 53 52 18 28 21 59 40 47 21 9 12 61 50 53 28 23 29 6 46 37 21 18 28 53 56 61 44 37 18 21 split_gain=13.8538 5.90129 1.30144 1.14373 0.518325 1.04003 0.234178 0.214119 0.185681 0.124662 0.150319 0.0872612 0.0849735 0.104103 0.198725 0.156491 0.191588 0.207327 0.136503 0.0507551 0.0817694 0.0700527 0.0697382 0.0546773 0.084996 0.0768174 0.0489977 0.0411596 0.0736589 0.0363713 0.0360368 0.0324165 0.0317637 0.02929 0.0269417 0.0241904 0.0237164 0.0302072 0.0244315 0.022626 0.0226047 0.0212734 0.0204413 0.021287 0.0272226 0.0298314 0.0282762 0.0221036 0.0203896 0.0235663 0.0202931 0.0263271 0.0358307 0.0221325 0.0208107 0.0195767 0.0193141 0.019211 0.0222098 0.0180272 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93 202 148 101 47 78 54 51 72 351 115 236 46 190 137 108 41 67 53 49 1069 294 691 8161 48 1699 1679 231 1758 79 56 44 internal_count=180792 178669 167327 2123 633 11342 1490 613 578 11308 555 525 42 483 463 196 159 81 58 78 58 267 92 175 120 65 42 55 70 913 9945 46 55 562 8187 577 554 54 500 259 62 197 130 67 82 59 542 241 92 67 149 99 67 50 522 330 80 192 75 250 48 1363 117 93 202 148 101 47 78 54 51 72 351 115 236 46 190 137 108 41 67 53 49 1069 294 691 8161 48 1699 1679 231 1758 79 56 44 is_linear=0 shrinkage=0.01089 Tree=554 num_leaves=96 num_cat=0 split_feature=18 40 18 43 59 18 19 19 2 43 61 39 18 18 18 27 27 6 39 34 46 32 27 39 44 43 34 18 43 46 27 34 43 34 10 52 18 25 35 2 39 59 46 59 28 59 46 19 65 18 33 22 49 33 65 6 39 27 65 33 18 12 37 28 61 32 10 46 33 37 19 41 18 58 37 59 28 52 34 39 49 2 22 35 32 58 28 65 31 6 28 37 33 2 18 split_gain=13.0257 5.06831 1.53811 1.3091 0.677534 0.388042 0.304723 0.294749 0.382477 0.535564 0.234648 0.22928 0.217582 0.0904458 0.0551785 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split_feature=30 30 30 65 39 30 34 65 22 30 21 39 45 23 53 41 30 56 30 61 44 44 39 65 30 44 38 30 30 21 45 19 40 19 44 44 65 39 30 39 63 53 57 22 59 52 38 45 30 39 9 9 56 21 22 45 57 10 22 34 34 56 0 8 19 3 39 65 23 64 39 40 38 3 21 21 57 35 26 23 50 23 43 23 64 30 52 26 44 13 26 59 3 43 57 split_gain=12.6167 5.3464 1.36369 1.24497 1.01442 0.679533 0.457368 0.283915 0.235352 0.15209 0.123221 0.246126 0.234643 0.198073 0.11862 0.155625 0.129941 0.114397 0.092613 0.0631754 0.0607432 0.0976614 0.059929 0.0648071 0.0535491 0.0447769 0.0777052 0.147072 0.0387229 0.0308423 0.0361305 0.0262285 0.026475 0.0253905 0.0279829 0.0282181 0.0253626 0.0252493 0.0305997 0.0250866 0.0365758 0.0213904 0.0212209 0.031937 0.0408851 0.0193289 0.0169822 0.0226671 0.0165804 0.0171529 0.0185951 0.0162202 0.0184914 0.0254611 0.0248429 0.0208949 0.0204412 0.0146413 0.012698 0.0124973 0.0279866 0.0383329 0.0230624 0.0226604 0.0236253 0.0238136 0.0314085 0.0211233 0.0201689 0.0191519 0.0173564 0.0166398 0.0160024 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387 107 280 257 218 131 87 52 8935 104 70 76 833 787 764 683 81 50 368 337 62 275 224 191 52 139 78 61 57 653 328 40 325 249 76 288 76 268 46 494 473 450 422 399 379 162 69 93 217 70 196 152 44 100 52 8911 51 55 1838 45 173 59 244 224 166 internal_count=180777 178122 2655 167317 960 10805 1695 939 239 200 175 135 100 40 60 40 10773 700 107 45 62 593 44 862 549 162 59 103 80 56 387 107 280 257 218 131 87 52 8935 104 70 76 833 787 764 683 81 50 368 337 62 275 224 191 52 139 78 61 57 653 328 40 325 249 76 288 76 268 46 494 473 450 422 399 379 162 69 93 217 70 196 152 44 100 52 8911 51 55 1838 45 173 59 244 224 166 is_linear=0 shrinkage=0.01089 Tree=561 num_leaves=96 num_cat=0 split_feature=18 46 43 18 59 18 19 28 18 27 3 18 23 18 34 38 49 18 65 22 27 27 52 6 18 18 33 26 46 21 21 21 33 63 57 45 41 21 21 55 63 57 18 65 31 43 46 37 6 46 37 21 23 22 26 43 34 37 31 18 55 49 63 63 33 18 7 35 28 18 35 33 23 26 23 22 22 45 12 37 27 46 55 45 22 38 51 12 64 21 45 37 64 2 7 split_gain=11.2731 4.34969 1.23509 1.23152 0.580594 0.246455 0.203319 0.314279 0.18366 0.181327 0.292135 0.211039 0.126366 0.0726026 0.0680446 0.0620038 0.111106 0.0797762 0.0765819 0.0683533 0.0918816 0.0956978 0.088165 0.0809651 0.0396602 0.0336623 0.0291111 0.0223306 0.0249813 0.0198616 0.0433551 0.0352098 0.0275556 0.0171418 0.0136701 0.0152166 0.0284707 0.0288948 0.0150954 0.0170063 0.014702 0.0222433 0.0205142 0.0210546 0.0200112 0.029085 0.0131988 0.0235269 0.0279192 0.0187063 0.0167541 0.0176193 0.0165225 0.0160329 0.0155467 0.0136571 0.0266968 0.0235688 0.0129035 0.0127857 0.0118275 0.0116448 0.0115466 0.0113025 0.0110046 0.0103752 0.00998757 0.0289873 0.0257257 0.0248439 0.021319 0.0206711 0.0160637 0.0140725 0.0189279 0.0131557 0.012488 0.00961046 0.0135319 0.00984646 0.00953482 0.0090668 0.00895573 0.0107295 0.00853488 0.00824821 0.00796223 0.00751585 0.00735091 0.00711216 0.00649282 0.00614678 0.00559985 0.00652058 0.00775924 threshold=14.550999999999137 4.2889999999988513 8.3512399999995264 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199 615 586 169 internal_count=180777 178122 167319 2655 960 10803 938 912 1695 887 44 843 823 10770 8966 791 113 91 678 629 244 182 62 154 49 862 54 833 780 385 40 345 319 44 736 706 91 63 615 570 508 213 295 46 172 136 520 171 151 349 306 270 229 43 115 198 169 89 66 8934 62 74 41 94 41 1804 342 197 145 123 164 50 114 91 60 52 62 249 224 203 53 1690 80 51 41 1667 45 1169 1646 635 46 199 615 586 169 is_linear=0 shrinkage=0.01089 Tree=562 num_leaves=96 num_cat=0 split_feature=18 34 18 32 47 18 18 18 18 18 62 26 27 34 5 21 53 21 6 9 34 65 27 49 61 49 50 34 31 9 49 21 27 2 40 46 18 31 37 9 52 18 40 34 28 47 27 58 62 31 40 62 63 1 65 62 18 27 21 31 38 18 34 33 47 33 29 46 40 27 1 38 63 40 5 40 46 31 52 5 31 21 21 49 50 49 49 62 62 18 25 2 63 63 65 split_gain=10.7478 4.60012 0.907654 0.592606 0.528829 0.363815 0.166903 0.127632 0.12575 0.130989 0.178493 0.1946 0.181414 0.12664 0.292883 0.153248 0.235309 0.160447 0.111835 0.106362 0.0857732 0.0524603 0.0823254 0.0530701 0.0376122 0.03801 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374 281 134 81 93 70 53 45 926 893 339 236 98 76 44 138 106 78 55 103 835 207 628 492 136 47 58 129 1100 646 is_linear=0 shrinkage=0.01089 Tree=563 num_leaves=96 num_cat=0 split_feature=18 34 18 32 65 18 18 18 43 18 50 65 27 21 6 18 6 1 43 44 21 11 33 29 18 33 21 18 43 45 26 21 18 31 37 9 52 18 34 44 27 62 52 31 39 62 18 18 26 21 57 0 21 56 21 50 32 18 9 21 5 50 56 9 32 52 33 21 33 43 33 29 52 34 10 27 56 38 7 21 51 62 52 62 27 33 1 44 51 56 32 39 57 52 65 split_gain=10.5154 4.50049 0.88802 0.579782 0.483053 0.355939 0.228778 0.163291 0.162428 0.204573 0.14598 0.141135 0.133217 0.196674 0.129091 0.124871 0.0753829 0.082643 0.0690027 0.0868234 0.0985562 0.100298 0.0862754 0.0621602 0.0692461 0.0557489 0.0541914 0.0423612 0.0340567 0.063857 0.0521714 0.0389019 0.0268098 0.0231073 0.0309927 0.0227613 0.0253991 0.0229662 0.0273963 0.0261627 0.0220232 0.029262 0.0232937 0.0210251 0.0187344 0.0187338 0.0185598 0.0171596 0.0210054 0.0166415 0.0165366 0.0162447 0.0186593 0.0534787 0.0452689 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22 18 18 18 18 40 44 44 63 57 28 28 18 29 39 40 26 0 34 32 57 35 23 43 43 43 28 44 44 62 50 35 38 22 62 39 23 62 28 58 0 10 57 39 10 39 64 63 44 49 58 27 18 20 32 29 22 10 22 22 10 38 35 38 38 20 63 20 9 44 7 split_gain=10.0738 4.45992 1.04175 0.49079 0.388201 0.37084 0.255519 0.50316 0.321523 0.167226 0.140331 0.655039 0.202798 0.0968543 0.089447 0.0682999 0.0725348 0.0585919 0.0836169 0.084374 0.09117 0.0641365 0.0530595 0.0522102 0.0504538 0.0463124 0.0461288 0.0364646 0.0345178 0.0243904 0.0229923 0.0216388 0.028843 0.0172553 0.0182165 0.0179282 0.021137 0.018136 0.0243327 0.0352018 0.0204486 0.0361515 0.0195195 0.0157483 0.0133103 0.0130051 0.0194969 0.0128698 0.0139942 0.014071 0.0124924 0.0131125 0.0237763 0.0135124 0.0158353 0.0164766 0.0202206 0.0120265 0.0198178 0.0197339 0.0173857 0.0166065 0.0165191 0.0302407 0.0282011 0.0155374 0.0118078 0.0117271 0.0113583 0.0185643 0.0113343 0.0104983 0.0103452 0.0102796 0.00983025 0.0097829 0.00894278 0.0116964 0.00886881 0.0114418 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num_leaves=96 num_cat=0 split_feature=31 42 26 47 39 42 42 42 28 19 44 8 37 37 62 19 45 39 46 42 26 26 37 46 63 55 43 43 55 23 28 42 62 39 23 42 44 51 12 65 22 61 31 44 44 44 6 61 26 22 37 37 9 39 32 26 23 37 51 3 61 34 59 57 59 51 31 43 51 29 46 62 23 55 8 28 31 9 34 44 12 46 39 2 50 37 46 42 23 23 33 53 34 33 51 split_gain=9.41167 4.2635 2.1047 0.641479 0.302648 0.292578 0.35293 0.252841 0.169939 0.142482 0.173619 0.105644 0.129152 0.123271 0.142526 0.0851435 0.0811938 0.0527061 0.050962 0.0480293 0.0423897 0.0785023 0.109939 0.0996342 0.053548 0.0467025 0.0547199 0.107826 0.0469736 0.121212 0.0746631 0.0403765 0.0363635 0.0321042 0.0265034 0.0203185 0.0166938 0.0204398 0.0168901 0.0160124 0.020543 0.0149424 0.0222859 0.0168735 0.0183557 0.0220509 0.021127 0.0145995 0.0137734 0.041108 0.0300833 0.0228067 0.0208105 0.0209407 0.0283618 0.0200798 0.0497787 0.0406216 0.029697 0.0169662 0.0135072 0.0292858 0.0199152 0.0161959 0.0131619 0.019001 0.0131077 0.0128089 0.029262 0.0259126 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485 48 179 127 65 62 is_linear=0 shrinkage=0.01089 Tree=572 num_leaves=96 num_cat=0 split_feature=18 18 39 18 59 28 19 28 18 27 10 21 33 53 46 18 64 19 21 18 18 18 18 21 61 27 27 33 46 56 32 32 32 11 28 28 56 63 28 46 21 41 45 33 63 56 46 63 19 50 39 59 18 19 46 33 50 55 55 50 27 31 47 0 46 27 18 21 37 37 16 56 37 37 27 47 11 56 58 10 47 18 31 47 21 46 18 62 39 47 31 27 27 0 39 split_gain=8.73632 3.62663 1.07903 0.843617 0.501417 0.290832 0.239795 0.257076 0.115595 0.0914998 0.262621 0.610457 0.814097 0.111018 0.0892686 0.0839609 0.0824334 0.0804031 0.106819 0.161769 0.103986 0.0718985 0.0790559 0.140236 0.0676422 0.0317896 0.0401782 0.0306311 0.0257212 0.0461411 0.0247932 0.0573503 0.0510288 0.0466725 0.0164943 0.0186289 0.0480841 0.025218 0.0239283 0.0221609 0.0183135 0.016201 0.0318423 0.0161266 0.025848 0.0377905 0.0153553 0.0145012 0.0231598 0.0230792 0.0187306 0.0438921 0.0138769 0.013282 0.0127707 0.0135149 0.0148198 0.0141803 0.0236568 0.0205751 0.013601 0.0207859 0.0148604 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152 90 62 42 500 60 63 477 264 108 156 122 72 50 101 213 145 107 60 68 167 144 122 48 9068 70 41 42 1841 78 775 76 1066 54 49 45 628 6381 128 87 51 439 212 is_linear=0 shrinkage=0.01089 Tree=576 num_leaves=96 num_cat=0 split_feature=24 24 27 24 23 27 34 24 65 27 34 24 25 23 27 59 20 24 52 40 27 34 34 40 57 27 27 23 38 34 37 57 35 40 32 23 31 37 23 45 61 25 52 63 43 49 50 27 55 34 23 20 11 37 34 56 59 33 59 57 43 32 23 27 23 63 24 47 23 26 20 59 45 56 41 51 61 59 57 37 20 65 23 20 65 56 50 27 40 64 6 6 24 50 35 split_gain=8.19173 3.30241 0.97297 0.871458 0.526021 1.82287 0.44711 0.129341 0.0893616 0.154964 0.0910749 0.065359 0.0525475 0.0635964 0.0934794 0.11502 0.256485 0.189301 0.0919138 0.0821479 0.0684312 0.0572041 0.056056 0.048116 0.0592551 0.0578544 0.0508113 0.0455726 0.038046 0.0408386 0.0390434 0.0366222 0.0550514 0.0339074 0.0324627 0.027631 0.0215381 0.0213426 0.0206264 0.0200516 0.019614 0.0187586 0.042819 0.0248575 0.0183483 0.0214825 0.0241644 0.0143553 0.0160208 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15.656249999992726 9.117000000000191 8.968999999999598 13.812500000000002 9.633928571428573 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 7 8 -6 -3 36 9 10 -5 12 13 15 31 25 17 -17 22 21 -21 -20 -18 -19 -25 26 28 -28 35 30 -27 -8 -29 -31 -9 -12 60 -38 41 40 -40 43 58 44 45 46 47 -36 49 -49 81 52 -45 -53 55 57 -57 79 -41 -60 73 62 63 -62 -64 66 67 74 -67 -70 -68 -52 78 -2 75 77 -77 -66 -58 -55 -73 87 -39 94 86 -86 88 -16 89 90 91 92 -82 -93 -33 right_child=3 6 -4 4 5 -7 14 34 -10 -11 11 -13 -14 -15 50 16 18 23 19 20 -22 -23 -24 24 -26 29 27 32 -30 33 -32 83 -34 -35 38 -37 37 82 39 42 -42 -43 -44 51 -46 -47 -48 48 -50 -51 71 53 -54 54 -56 56 72 -59 59 -61 61 -63 64 -65 65 68 70 -69 69 -71 -72 80 -74 -75 -76 76 -78 -79 -80 -81 84 -83 -84 -85 85 -87 -88 -89 -90 -91 -92 93 -94 -95 -96 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39 25 20 21 35 21 21 26 23 46 33 21 25 29 26 193 22 24 36 22 39 26 24 26 32 39 28 20 39 22 24 23 20 27 21 38 26 20 32 22 26 161 34 21 41 28 58 37 20 44 24 39 34 192 53 26 21 29 22 22 23 33 34 154 316 34 33 2694 40 23 31 54 20 128 leaf_count=167235 25 23 21 21 36 21 6251 22 20 37 28 20 34 22 23 946 25 36 21 24 21 39 25 20 21 35 21 21 26 23 46 33 21 25 29 26 193 22 24 36 22 39 26 24 26 32 39 28 20 39 22 24 23 20 27 21 38 26 20 32 22 26 161 34 21 41 28 58 37 20 44 24 39 34 192 53 26 21 29 22 22 23 33 34 154 316 34 33 2694 40 23 31 54 20 128 internal_value=0 -8.00142e-06 -1.99452e-05 0.000626648 0.000605482 0.000809704 0.000172675 0.000537273 0.000843659 0.00114452 0.00163807 0.000710269 0.00127316 -1.95842e-05 0.000474589 0.000168168 0.000785747 0.000804788 0.000375655 0.000576361 0.000938782 0.000678624 0.00103468 0.00148014 0.000921592 -1.96915e-05 0.000715987 0.000851034 0.000772632 0.000885256 0.000725733 0.000738881 0.000710418 0.000758782 0.000404008 0.000720648 0.000767303 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323 236 87 54 63 53 46 42 47 910 877 812 550 262 234 8945 201 44 65 228 74 1074 internal_count=180717 178435 167371 2282 2261 883 11064 135 862 139 65 74 54 167350 1378 10929 723 698 113 68 278 75 203 41 162 167328 420 141 116 95 69 399 366 316 50 291 255 45 732 229 646 598 559 417 74 343 252 101 48 91 48 142 686 59 151 112 85 47 119 95 490 48 1984 196 162 139 98 167293 468 431 411 386 362 323 236 87 54 63 53 46 42 47 910 877 812 550 262 234 8945 201 44 65 228 74 1074 is_linear=0 shrinkage=0.01089 Tree=579 num_leaves=96 num_cat=0 split_feature=24 24 33 41 24 28 19 26 23 24 22 21 22 12 43 27 58 27 62 27 43 38 38 49 59 45 58 62 21 65 55 27 43 38 57 22 27 31 49 55 25 28 0 64 24 35 22 58 33 57 6 33 22 45 24 38 53 27 65 33 26 23 21 65 65 22 21 38 21 3 24 7 49 12 22 49 31 43 45 19 21 62 24 28 58 58 55 21 21 27 62 33 62 43 28 split_gain=7.48721 3.17678 0.983492 0.912128 0.495193 0.277763 0.20128 0.285477 0.095873 0.0809428 0.072355 0.13276 0.162876 0.119736 0.0844972 0.0663408 0.107725 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91 45 107 52 55 644 624 83 49 732 46 686 336 1995 9166 200 541 58 483 96 55 41 387 338 292 76 216 155 134 61 49 46 8966 309 60 249 213 186 46 120 75 350 328 303 43 260 237 90 66 8846 1079 147 77 70 46 916 887 826 446 380 222 101 is_linear=0 shrinkage=0.01089 Tree=580 num_leaves=96 num_cat=0 split_feature=24 19 27 23 24 40 22 51 45 29 9 22 19 53 24 24 32 32 41 52 55 28 50 19 22 37 63 9 62 52 64 49 44 44 27 53 45 41 26 44 34 22 22 26 55 50 40 5 34 26 45 47 46 40 61 63 31 37 28 64 51 22 12 52 37 57 62 28 26 19 40 28 29 27 26 23 22 31 49 19 19 52 28 49 29 9 24 50 28 7 9 40 19 34 47 split_gain=7.54 3.19758 0.913924 0.850912 0.479798 0.248423 0.133147 0.12247 0.156054 0.143762 0.0936269 0.129486 0.218189 0.211151 0.0932028 0.0840084 0.0712806 0.103964 0.0656937 0.0597203 0.0659071 0.0495388 0.0456771 0.0229904 0.0214965 0.0296625 0.0307372 0.0226733 0.0218803 0.0230994 0.0205039 0.0167 0.0163005 0.0151663 0.0228431 0.0141629 0.0321861 0.0353294 0.0461127 0.0139572 0.0220538 0.0125481 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0.000227564 0.000212746 0.000223694 0.000388982 7.75207e-05 0.000206274 0.000227406 0.00011824 4.02433e-05 0.00045438 0.00019821 0.000111019 0.000146169 0.000205817 0.000311915 0.000278129 0.000339395 0.000230634 0.000157644 0.000386685 0.000474171 internal_weight=0 178531 167238 2123 2103 11293 740 719 689 659 638 612 588 41 11261 1363 547 508 167218 474 419 10141 55 10109 678 652 52 600 561 511 50 462 49 685 58 442 419 341 313 78 45 2355 627 592 328 80 264 248 227 206 232 47 178 148 200 133 68 67 47 65 57 91 2329 1120 254 231 866 282 170 126 41 112 85 584 543 519 495 47 41 448 361 87 61 41 320 87 7754 52 146 117 71 233 82 105 47 internal_count=180654 178531 167238 2123 2103 11293 740 719 689 659 638 612 588 41 11261 1363 547 508 167218 474 419 10141 55 10109 678 652 52 600 561 511 50 462 49 685 58 442 419 341 313 78 45 2355 627 592 328 80 264 248 227 206 232 47 178 148 200 133 68 67 47 65 57 91 2329 1120 254 231 866 282 170 126 41 112 85 584 543 519 495 47 41 448 361 87 61 41 320 87 7754 52 146 117 71 233 82 105 47 is_linear=0 shrinkage=0.01089 Tree=581 num_leaves=96 num_cat=0 split_feature=24 34 49 23 24 24 53 29 9 24 28 27 24 59 26 57 37 27 44 52 26 26 50 6 24 55 40 23 31 37 3 9 62 58 52 49 44 44 27 53 45 41 26 44 34 26 26 56 63 40 45 56 38 56 23 44 29 28 59 51 23 52 44 31 52 37 57 62 28 26 12 34 24 49 28 49 56 27 26 23 23 53 49 53 49 49 27 28 28 28 28 37 1 28 28 split_gain=7.37693 3.12847 0.97086 0.832493 0.469393 0.359598 0.128872 0.198868 0.0949813 0.0924683 0.0877235 0.126673 0.0821833 0.0806996 0.183435 0.11683 0.147662 0.0857569 0.0694068 0.0631743 0.0915654 0.138073 0.0877002 0.0626521 0.047563 0.0365989 0.0262914 0.0228869 0.0182185 0.0264884 0.027769 0.0221167 0.0218015 0.0238081 0.0225976 0.016336 0.015944 0.0148366 0.0223474 0.0138537 0.0314891 0.0345618 0.0451129 0.0136505 0.0215733 0.0112327 0.0188926 0.0263095 0.0174314 0.0145438 0.0162023 0.0137666 0.031744 0.0228323 0.0328721 0.0157761 0.0135764 0.0138243 0.0129146 0.03711 0.0170573 0.0146366 0.0121096 0.00945801 0.00920196 0.0116375 0.0129086 0.0106351 0.0115725 0.0172833 0.00863815 0.00839938 0.0079457 0.00783786 0.00735962 0.0072773 0.0104506 0.00697616 0.0209676 0.0105818 0.00877288 0.0135284 0.00838544 0.006446 0.00612692 0.00811804 0.00824715 0.00626881 0.0104061 0.00844072 0.00947515 0.00763656 0.00603643 0.00535966 0.00530756 threshold=18.242500000000295 6.9060000000026784 9.1090612244897429 65.257999999998006 37.405999999988133 7.6324999999997098 66.219000000002794 60.297000000000487 -0.99359241574958201 12.632999999999813 8.811999999987167 20.633713879283018 27.156499999997326 59.28149999999733 51.464749999999192 16.641443914973294 25.792076923076966 1.5761839340246928 35.37449999999081 9.0394999999998635 50.765750000005944 48.406250000000007 10.686999999988986 -0.84646129610493615 42.655999999999047 15.095716494845361 6.9060000000026784 9.9369999999989904 12.901785714285717 12.850961538460421 2.5000000000000004 -0.95291462550664219 10.063000000011927 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9.0931122448979611 0.69865020286372748 12.632999999999813 11.882499999999711 12.936999999988076 13.562500000000002 11.987961538460626 1.5000000000000002 13.562500000000002 8.570500000011636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 12 -3 7 8 -6 26 -10 13 37 15 18 19 -17 -18 23 20 21 25 24 -15 -21 -12 -7 72 -14 30 -30 -31 34 -34 36 -36 -33 38 -2 40 41 42 -37 -42 -45 48 49 56 -39 50 51 71 53 54 -53 -54 63 -58 -59 62 -61 -62 73 -48 67 66 -66 68 69 94 -29 -47 -28 -60 92 76 -68 78 79 80 84 -82 -79 -77 85 -69 -87 88 91 -89 -91 -86 -70 -94 -11 right_child=3 5 -4 -5 6 9 -8 -9 10 64 11 -13 28 14 -16 16 17 -19 -20 22 -22 -23 -24 -25 -26 -27 27 70 29 31 -32 32 33 -35 35 39 -38 45 -40 -41 43 -43 -44 44 -46 46 47 -49 -50 -51 -52 52 55 -55 -56 -57 57 58 59 60 61 -63 -64 -65 65 -67 75 77 74 -71 -72 -73 -74 -75 -76 83 -78 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0.000158878 0.000207847 0.000238055 0.000155932 0.000223258 0.000308527 internal_weight=0 178531 167229 2123 2103 11302 740 712 676 11270 650 611 1363 589 109 480 76 56 81 404 330 309 74 47 52 286 10150 10122 678 652 51 601 562 51 511 462 49 685 58 442 419 341 313 78 45 627 581 328 46 253 221 191 126 76 47 50 298 255 235 197 134 103 63 43 1120 254 231 866 282 170 2160 65 7962 43 112 126 47 584 543 519 495 60 41 79 435 122 100 313 211 102 82 190 82 54 146 internal_count=180654 178531 167229 2123 2103 11302 740 712 676 11270 650 611 1363 589 109 480 76 56 81 404 330 309 74 47 52 286 10150 10122 678 652 51 601 562 51 511 462 49 685 58 442 419 341 313 78 45 627 581 328 46 253 221 191 126 76 47 50 298 255 235 197 134 103 63 43 1120 254 231 866 282 170 2160 65 7962 43 112 126 47 584 543 519 495 60 41 79 435 122 100 313 211 102 82 190 82 54 146 is_linear=0 shrinkage=0.01089 Tree=582 num_leaves=96 num_cat=0 split_feature=24 24 23 27 53 34 24 47 34 24 24 24 55 43 37 37 28 53 34 28 21 8 44 24 43 55 40 56 53 23 23 27 59 55 41 37 25 55 35 21 28 58 46 64 13 29 44 43 55 62 32 21 47 56 27 19 43 27 49 27 52 49 24 5 5 43 21 24 52 25 39 27 24 3 55 21 55 24 21 24 24 59 49 21 10 63 0 2 64 32 0 62 2 24 27 split_gain=7.31163 3.03135 0.806895 1.77322 0.482276 0.4364 0.413997 0.190739 0.182828 0.0872985 0.0588183 0.0573626 0.103096 0.13852 0.100653 0.28206 0.222605 0.149664 0.126756 0.107555 0.0763729 0.0694303 0.0652167 0.0675479 0.0406638 0.0362119 0.0252632 0.0252025 0.0494093 0.0328834 0.0437004 0.0288711 0.0283857 0.0280401 0.0263666 0.0285036 0.0383408 0.0260383 0.0253436 0.02261 0.0173358 0.0194401 0.0188029 0.0169419 0.0270373 0.0207512 0.0251267 0.0189377 0.0263592 0.0202549 0.0303612 0.0268894 0.0260516 0.0252815 0.0213535 0.0150422 0.0144257 0.0246832 0.0256928 0.0470739 0.0243481 0.0223629 0.0244828 0.0185691 0.0239072 0.0213063 0.0180597 0.0223587 0.0177909 0.0169311 0.0233396 0.0166525 0.0161361 0.0150282 0.0123065 0.0270712 0.0115978 0.0114255 0.0111106 0.0101382 0.0101199 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2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 -4 -1 -3 10 8 11 26 40 24 -13 -14 16 -16 17 19 21 -15 -21 -17 23 -20 25 27 -7 34 29 30 32 -32 37 -34 35 36 -8 -29 -36 -33 41 -2 -42 44 -12 46 47 48 -46 52 51 74 82 -53 -54 93 57 58 59 63 61 62 68 64 73 81 67 -63 71 70 76 -58 -69 -44 75 -51 -60 -74 -67 -79 86 -66 -49 84 -84 -59 88 -82 89 94 -91 -92 -93 -28 -11 right_child=2 5 3 -5 -6 9 7 -9 -10 80 43 12 13 14 15 18 -18 -19 22 20 -22 -23 -24 -25 -26 -27 55 28 -30 -31 31 39 33 -35 38 -37 -38 -39 -40 -41 42 -43 56 -45 45 -47 -48 49 -50 50 -52 53 54 -55 -56 -57 60 85 69 -61 -62 66 -64 -65 65 78 -68 72 -70 -71 -72 -73 77 -75 -76 -77 -78 79 -80 -81 87 -83 83 -85 -86 -87 -88 -89 -90 90 91 92 -94 -95 -96 leaf_value=-1.9313501254384028e-05 1.5257763278832269e-05 0.0015741710104581208 -6.950570961391489e-05 0.004458735009885975 0.0013610576154150947 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0.0002470414792024835 leaf_weight=167403 28 26 21 20 30 28 26 20 23 198 25 21 22 28 32 23 26 38 29 26 26 23 23 21 39 22 515 112 28 34 27 20 36 25 35 21 25 39 29 20 21 38 31 28 24 23 22 26 29 20 22 20 25 20 26 3462 25 22 22 23 35 28 23 25 28 23 21 29 23 21 25 24 30 20 25 80 20 23 37 29 24 21 36 21 28 28 21 643 28 70 28 34 24 5667 510 leaf_count=167403 28 26 21 20 30 28 26 20 23 198 25 21 22 28 32 23 26 38 29 26 26 23 23 21 39 22 515 112 28 34 27 20 36 25 35 21 25 39 29 20 21 38 31 28 24 23 22 26 29 20 22 20 25 20 26 3462 25 22 22 23 35 28 23 25 28 23 21 29 23 21 25 24 30 20 25 80 20 23 37 29 24 21 36 21 28 28 21 643 28 70 28 34 24 5667 510 internal_value=0 -7.42534e-06 0.000626652 0.00213988 -1.90658e-05 0.000165386 0.000597653 0.000772356 0.000795764 0.000162126 0.000466343 0.000770507 0.000882082 0.000832842 0.000895004 0.000697876 0.00110139 0.000899688 0.000941951 0.00116708 0.000872376 0.00139022 0.000658778 0.000879611 0.000700326 0.000673638 0.000149857 0.000693594 0.0007439 0.000704378 0.000743462 0.000986932 0.000666295 0.00046652 0.000567159 0.000710677 0.000570019 0.000746738 0.000405088 0.00117393 0.000403372 0.000234055 0.000420331 0.000557322 0.000541655 0.000561181 0.000578513 0.00055867 0.000751928 0.000529199 0.000451309 0.000501999 0.000618866 0.000748718 0.000823691 0.000148904 0.00040962 0.000361719 0.000323663 0.000389756 0.000466644 0.000503684 0.000636692 0.000447537 0.000490757 0.000582088 0.000424463 0.000469503 0.000536698 0.00016707 0.000251738 0.00041789 0.00053901 0.000294854 0.000422714 0.000476957 9.40228e-05 0.00045984 0.00072036 0.000558083 0.000237206 0.000411973 0.000524369 0.000581421 0.000495866 0.000586229 0.000213489 0.000269622 0.000218515 0.000213034 0.000147962 0.000230274 0.000298288 0.000138698 0.000227328 internal_weight=0 178711 2183 41 167433 11278 2142 919 899 11252 1223 876 338 317 295 151 144 118 119 80 52 46 73 50 538 499 9672 477 341 313 279 67 212 61 136 72 51 151 64 40 723 66 657 500 472 447 424 402 53 349 187 165 162 40 51 9644 636 346 296 208 290 255 95 185 160 109 160 139 72 88 67 49 111 51 125 100 42 82 60 52 1580 49 111 85 64 50 913 667 892 864 156 86 58 6182 708 internal_count=180894 178711 2183 41 167433 11278 2142 919 899 11252 1223 876 338 317 295 151 144 118 119 80 52 46 73 50 538 499 9672 477 341 313 279 67 212 61 136 72 51 151 64 40 723 66 657 500 472 447 424 402 53 349 187 165 162 40 51 9644 636 346 296 208 290 255 95 185 160 109 160 139 72 88 67 49 111 51 125 100 42 82 60 52 1580 49 111 85 64 50 913 667 892 864 156 86 58 6182 708 is_linear=0 shrinkage=0.01089 Tree=583 num_leaves=96 num_cat=0 split_feature=30 30 23 62 53 30 28 65 25 50 41 41 21 43 19 47 28 30 44 44 19 50 21 32 53 32 44 29 62 41 52 65 28 58 57 43 44 30 30 58 62 5 51 62 44 45 57 51 21 47 62 23 47 21 50 32 28 21 43 23 28 50 43 29 44 29 38 21 38 28 19 28 43 32 32 44 51 19 65 21 47 47 44 38 25 23 65 25 28 59 56 30 25 63 28 split_gain=7.15358 2.9657 0.789417 1.45941 0.471836 0.405027 0.264116 0.212855 0.122667 0.229965 0.133331 0.0974878 0.17918 0.126635 0.087876 0.075423 0.156882 0.057544 0.0537934 0.135616 0.0645628 0.0484472 0.038569 0.038345 0.0447509 0.0396136 0.0672841 0.0362132 0.0352824 0.0291897 0.0221619 0.0211929 0.0169594 0.019018 0.0160292 0.0302634 0.0176176 0.0149697 0.0138969 0.0144764 0.0136874 0.0156798 0.0168305 0.0139193 0.0200272 0.030169 0.0143487 0.014668 0.0165271 0.0135824 0.0284418 0.0222224 0.0211495 0.0179295 0.0135188 0.0232231 0.0215508 0.0203248 0.0148832 0.0225693 0.0200605 0.0220641 0.0163915 0.0143631 0.0216905 0.0134143 0.0155228 0.01409 0.0128043 0.0226682 0.0124606 0.0116959 0.0116125 0.0155143 0.0110176 0.0108791 0.00984211 0.00924665 0.00921506 0.0078729 0.0079006 0.0243067 0.0103563 0.0095206 0.00910454 0.00964384 0.00767333 0.0120534 0.00762646 0.00825691 0.00761758 0.00710683 0.00594391 0.0146665 0.00956965 threshold=17.905999999988129 7.6324999999997098 61.289000000002495 9.0940000000005075 12.812999999998285 34.437499999985455 7.5309999999881265 67.812500000000014 49.187499999998188 8.9534999999996234 58.297500000011503 59.257499999999716 2.1216738969464495 29.256560000000032 11.128750000000084 57.562500000000007 9.0309999999972224 27.156499999997326 8.9219999999991177 8.7030000000122545 48.812750000011881 22.445500000010728 0.5359869401566334 8.9690000000005075 57.426999999999687 44.219000000011881 26.406500000000964 43.296499999985834 9.8644999999996816 46.84399999999733 5.2884999999896545 55.969000000011881 8.9380000000128366 8.4769999999987267 4.6862918567938978 14.27863999999998 31.718499999988129 12.257999999999813 8.4455000000120908 7.6404999999995207 8.9839999999999964 1.0000000180025095e-35 10.785634598161286 9.1255000000001036 23.359499999998665 7.8744403611284772 6.2122435250703463 5.7256069132242216 1.9887378220871652 47.344000000011881 8.9887500000002962 35.156000000002685 42.34399999999733 3.2265282425530031 14.718500000002679 13.398499999999332 9.3675000000002928 0.39774756441743303 15.503440000000003 27.242500000000295 16.780999999988129 10.313000000009199 17.88938000000002 27.773499999999334 16.953500000014177 30.739499999988769 32.187500000014559 0.83968930265902531 13.265500000000431 30.398499999999334 30.691249999999858 28.281500000000964 20.486260000000478 31.280999999988129 9.1244999999998999 18.094000000011878 9.6918373843049483 8.921499999999698 52.516000000012362 0.00035355338937908241 28.406500000011878 32.844000000011881 14.031500000011876 18.210499999999232 18.347624999999883 18.530999999999043 50.780999999988133 15.482374999997093 12.632999999999813 29.112500000000004 9.0464999999994706 9.3904999999977026 13.273499999999332 5.0408891713878825 10.257499999999938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 -4 -1 17 -3 8 10 -10 15 12 13 -11 30 18 -17 32 19 -7 23 -22 -15 -20 25 27 -27 29 -29 -25 74 -28 33 -2 -19 78 49 -16 39 -32 41 42 75 44 45 46 47 48 -42 52 -51 71 53 65 55 56 -45 -57 60 62 -59 -62 -60 64 -56 67 68 -37 -67 -70 -54 -52 -65 -74 77 -34 -55 -8 -36 -39 83 82 -82 84 85 86 88 -88 92 90 -90 -40 94 -94 -81 right_child=2 6 3 -5 -6 7 14 -9 9 11 -12 -13 -14 22 37 16 -18 34 20 -21 21 -23 -24 24 -26 26 31 28 -30 -31 38 -33 40 -35 35 36 -38 79 91 -41 43 -43 -44 54 -46 -47 -48 -49 -50 50 51 -53 70 76 63 57 -58 58 59 -61 61 -63 -64 72 -66 66 -68 -69 69 -71 -72 -73 73 -75 -76 -77 -78 -79 -80 80 81 -83 -84 -85 -86 -87 87 -89 89 -91 -92 -93 93 -95 -96 leaf_value=-1.9103178024942874e-05 1.5091734228242494e-05 0.001355227476589537 0.0041201390385108448 9.3539359219586436e-06 0.0013462461980727903 0.00082786360669298694 0.00038971261427689743 -0.00031860376588212967 0.001854822768583632 2.8565267709207675e-05 -0.000126238095721597 0.00026478993749229048 0.0016014182674135408 0.00069312565473138017 0.000189371844129559 0.0019111868137720715 0.00069972820522028602 0.00024636596764504554 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0.00064520675001332765 3.3783001658882929e-05 0.00064450000099200335 0.00040601225973535841 0.00028501267382129538 0.00014937386487762447 0.00052374434577674852 0.00094015232026221538 0.00058827518830980316 0.00061317220637537376 0.00053489093201302209 0.00016420864442393712 0.00050989314141392916 0.0001489143931894222 0.00083169543233399177 0.00015292575915177835 0.00068108937872153358 0.00027785580212831779 0.00032713315669606515 0.00022423634003248193 0.00057507881833905095 3.1979257074762126e-05 0.00043889189616617215 8.1312553359261008e-06 0.00024690841930721222 0.00051996035276668433 0.00011089179083011044 -9.039745658817421e-06 0.00024902432397177387 0.00017001072618288008 0.00024086485323829339 0.00051285819462839482 0.00016841297508190053 leaf_weight=167403 28 22 21 20 30 39 32 21 34 24 21 27 38 24 688 20 35 20 30 26 23 22 23 219 33 20 23 132 44 21 63 20 39 38 22 23 28 26 5629 1619 25 31 28 22 24 28 23 27 21 20 23 27 30 22 23 25 39 33 21 33 29 29 23 23 34 38 29 30 50 23 38 24 24 31 24 22 27 52 26 231 39 152 43 27 27 22 59 29 75 25 133 1984 79 34 164 leaf_count=167403 28 22 21 20 30 39 32 21 34 24 21 27 38 24 688 20 35 20 30 26 23 22 23 219 33 20 23 132 44 21 63 20 39 38 22 23 28 26 5629 1619 25 31 28 22 24 28 23 27 21 20 23 27 30 22 23 25 39 33 21 33 29 29 23 23 34 38 29 30 50 23 38 24 24 31 24 22 27 52 26 231 39 152 43 27 27 22 59 29 75 25 133 1984 79 34 164 internal_value=0 -7.34445e-06 0.000619842 0.00211659 -1.88582e-05 0.000591159 0.000163586 0.000763959 0.000789313 0.00105315 0.000727636 0.000852265 0.000997453 0.000673432 0.000161252 0.000753041 0.00114133 0.000461278 0.000720208 0.000421756 0.000753193 0.00115077 0.00100198 0.000720089 0.000742312 0.000715365 0.000459477 0.000754025 0.000873302 0.000666371 0.000147735 0.000702144 0.000398991 0.000231512 0.000551268 0.000563903 0.00053484 0.000229823 0.000145927 0.000117522 0.000415766 0.000521708 0.000447233 0.00039202 0.000301397 0.000245206 0.000336974 0.000261412 0.000379746 0.000516281 0.00040032 0.000301068 0.000551324 0.000503164 0.000426409 0.000473516 0.000287148 0.000532238 0.000575473 0.000687868 0.000479927 0.000356759 0.000850195 0.000337513 0.000469439 0.000455404 0.000511589 0.000306321 0.00057047 0.000655556 0.0007221 0.000444128 0.00024065 0.000326608 0.000303071 0.000344625 0.000690437 0.000243535 0.000824536 0.000253684 0.000249342 0.000306168 0.000457606 0.000234612 0.00024081 0.000234482 0.000240456 0.00033731 0.000228907 0.000176888 0.000199366 0.000152199 0.000252703 0.000323029 0.000232498 internal_weight=0 178711 2183 41 167433 2142 11278 919 898 170 728 136 109 71 11256 707 55 1223 652 65 587 45 47 542 512 479 63 416 176 240 9403 43 723 66 500 480 432 1853 9295 1682 657 120 89 537 148 124 96 73 46 404 94 74 310 242 389 254 61 193 168 77 91 58 44 135 57 193 140 53 111 73 68 47 78 55 108 61 49 84 48 1165 1139 234 82 905 878 851 829 88 741 233 208 7613 508 113 395 internal_count=180894 178711 2183 41 167433 2142 11278 919 898 170 728 136 109 71 11256 707 55 1223 652 65 587 45 47 542 512 479 63 416 176 240 9403 43 723 66 500 480 432 1853 9295 1682 657 120 89 537 148 124 96 73 46 404 94 74 310 242 389 254 61 193 168 77 91 58 44 135 57 193 140 53 111 73 68 47 78 55 108 61 49 84 48 1165 1139 234 82 905 878 851 829 88 741 233 208 7613 508 113 395 is_linear=0 shrinkage=0.01089 Tree=584 num_leaves=96 num_cat=0 split_feature=18 34 26 18 59 18 18 19 18 63 61 18 21 61 43 63 38 39 61 18 35 64 27 33 47 47 56 61 18 21 22 61 43 46 21 26 22 25 19 9 39 27 33 47 28 38 29 29 12 39 29 22 56 38 21 58 25 39 39 12 11 43 43 33 33 38 28 21 39 21 46 46 28 19 34 64 58 28 64 38 22 22 21 59 61 22 28 46 27 26 28 25 28 46 61 split_gain=6.81136 2.63352 1.27245 0.882813 0.486604 0.387523 0.337905 0.16382 0.120046 0.0994324 0.118907 0.0989716 0.0746674 0.134523 0.058473 0.0480335 0.0605525 0.0422166 0.0609034 0.042055 0.0409014 0.0445059 0.0390427 0.0339137 0.0375462 0.074718 0.0726375 0.0616146 0.0515357 0.035698 0.057324 0.0354373 0.0322755 0.0263259 0.0245751 0.0222591 0.0260514 0.016051 0.0155896 0.0217292 0.0241051 0.0246228 0.0233095 0.018805 0.0200277 0.0193728 0.014436 0.0191015 0.0141396 0.0139994 0.0137728 0.0209345 0.018666 0.0124565 0.0122657 0.0203842 0.0136491 0.0115584 0.0116073 0.0219791 0.0190126 0.0402339 0.0167423 0.024128 0.0262951 0.0255624 0.0227544 0.0184588 0.0122004 0.0114334 0.00988201 0.0116034 0.0196248 0.0205578 0.0160345 0.0162771 0.00980521 0.00864943 0.00930349 0.00844001 0.00802414 0.0162731 0.0141911 0.00999763 0.0109554 0.0076023 0.00954721 0.00669965 0.00616269 0.00614977 0.00601687 0.00601618 0.00595731 0.00592876 0.00533864 threshold=14.273500000000015 6.9060000000026784 8.3127499999973242 34.437499999985455 67.812500000000014 7.6324999999997098 58.65649999999733 48.812750000011881 23.88249999999994 10.453584026216921 16.609779792746117 55.805000000011212 1.8116075734005059 23.228829015544047 29.256560000000032 19.821624502204198 49.453499999999629 8.9121690145687378 15.783717616580311 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42 674 638 464 432 174 149 893 715 502 42 8523 1533 1513 1488 216 1276 359 51 95 40 478 44 917 274 178 is_linear=0 shrinkage=0.01089 Tree=585 num_leaves=96 num_cat=0 split_feature=42 34 43 42 42 35 42 19 42 37 33 42 38 35 62 37 63 38 35 64 39 61 42 27 33 35 22 21 6 61 63 46 22 51 43 27 31 44 55 5 38 50 33 10 45 55 42 55 50 12 39 51 33 50 43 39 39 44 63 1 39 32 45 10 22 21 21 62 55 28 43 33 51 41 6 27 46 28 27 46 22 22 21 57 61 57 22 28 50 46 28 57 39 46 22 split_gain=6.66408 2.57649 1.20122 0.863698 0.379134 0.341331 0.151173 0.148545 0.117454 0.104438 0.16167 0.170607 0.160066 0.0883233 0.146278 0.0590857 0.0482745 0.0446137 0.0429098 0.043 0.0413015 0.0595822 0.0411451 0.0381933 0.0313126 0.0286553 0.0488693 0.0571081 0.0674813 0.0437401 0.090342 0.0257572 0.0200495 0.0250383 0.0252003 0.0225917 0.0197701 0.0142551 0.0146855 0.023026 0.0183142 0.0176168 0.0298196 0.0215962 0.0195903 0.0169711 0.0289133 0.0183605 0.0212924 0.0138323 0.0136944 0.0135887 0.0168231 0.0164004 0.0169239 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969 551 126 98 425 401 374 310 64 838 73 47 10672 418 370 45 325 269 242 8202 815 668 301 115 90 59 795 164 48 367 346 317 294 261 116 60 145 121 56 73 48 8175 631 450 406 298 198 100 80 52 172 108 2470 131 74 186 161 127 97 81 56 150 112 52 44 51 181 130 110 81 1063 1009 1407 56 8154 51 394 145 910 113 59 797 is_linear=0 shrinkage=0.01089 Tree=589 num_leaves=96 num_cat=0 split_feature=24 34 26 24 47 24 29 29 9 22 20 26 0 24 24 61 24 21 21 47 49 34 62 52 12 29 34 32 40 53 52 40 43 32 0 22 26 40 33 40 63 21 62 22 49 62 55 55 61 22 25 20 10 55 21 40 10 12 61 43 21 57 52 44 22 57 9 22 52 57 26 57 57 45 8 22 57 45 21 43 47 21 22 21 40 55 26 40 35 25 58 57 40 45 21 split_gain=6.17564 2.34568 1.12888 0.746299 0.532349 0.305971 0.277492 0.444592 0.112387 0.22666 0.110334 0.192016 0.125019 0.0650208 0.0504196 0.0511701 0.0356167 0.0345065 0.0790366 0.14809 0.114245 0.139621 0.090544 0.0706749 0.0654158 0.0584578 0.0571149 0.062813 0.0613172 0.0438173 0.0294959 0.026133 0.024351 0.0199847 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21 50 25 21 56 55 55 27 12 35 53 37 33 41 0 58 split_gain=5.82064 2.22228 1.53782 0.81703 0.504268 1.08111 0.214565 0.15009 0.121975 0.420396 0.218772 0.580248 0.516839 0.064879 0.0699057 0.0528641 0.0700433 0.0671478 0.0539928 0.067754 0.0616266 0.0788404 0.0426739 0.0847115 0.0380307 0.0561331 0.0488454 0.0454029 0.0433797 0.0357342 0.0309792 0.0291061 0.0488345 0.0260334 0.0254092 0.0295009 0.0238129 0.0234329 0.0182833 0.0373691 0.023796 0.0141562 0.0154824 0.0162882 0.0141349 0.020736 0.0139804 0.0136251 0.0134706 0.0252899 0.0199638 0.0266428 0.0330218 0.0195311 0.0263999 0.0265924 0.0193821 0.0354133 0.0260517 0.0241292 0.0150375 0.0131013 0.0118136 0.0111487 0.0210393 0.0210076 0.0159682 0.0113393 0.0162575 0.0275446 0.0225316 0.0170768 0.0101049 0.0157357 0.0106422 0.00927693 0.0109482 0.00891894 0.00734947 0.0105613 0.0125965 0.00956137 0.00849122 0.00685207 0.00675803 0.0143053 0.0130306 0.0119281 0.0127756 0.0184339 0.0102369 0.0157008 0.00804514 0.00798578 0.00630906 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10672 744 1147 47 57 1100 427 712 692 670 195 175 106 74 475 437 68 369 344 324 277 106 171 47 404 346 58 180 145 82 58 166 96 51 70 44 63 43 48 69 45 2287 673 652 1195 329 631 106 82 525 487 466 62 404 165 99 66 40 239 166 73 1092 100 992 47 922 866 8385 1708 is_linear=0 shrinkage=0.01089 Tree=594 num_leaves=96 num_cat=0 split_feature=18 34 26 47 18 18 25 26 23 49 21 21 39 34 45 21 50 18 59 18 34 37 44 18 46 34 58 32 46 25 18 21 18 39 61 37 23 59 57 58 46 21 62 46 28 34 31 43 61 61 49 49 56 44 40 45 33 63 34 21 28 26 46 21 21 61 39 18 21 59 61 28 21 21 37 41 28 57 32 37 1 33 37 32 39 40 45 37 31 59 40 63 59 25 47 split_gain=5.42264 2.15354 1.25419 0.622813 0.459573 0.277122 0.130757 0.198793 0.0805306 0.130486 0.122992 0.222998 0.323119 0.204934 0.186232 0.15491 0.144603 0.160609 0.0501734 0.0494658 0.0487956 0.0453381 0.0385541 0.0360861 0.035425 0.0341015 0.0768642 0.0453045 0.0561951 0.0411027 0.0910715 0.0586923 0.0411963 0.0336295 0.0567976 0.0279269 0.0149566 0.01523 0.0112239 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0.000105531 4.81979e-05 5.68746e-06 -2.89779e-05 -6.137e-05 9.79339e-06 -0.00018058 0.000132381 5.66572e-05 0.000267624 0.000183067 0.000138487 0.000190884 0.000175849 0.000225474 0.000169689 0.000181391 6.50052e-05 0.000116764 0.000137775 7.20391e-05 8.67137e-05 0.000251507 0.000263823 0.000249227 0.000234087 internal_weight=0 177983 167157 2629 2608 10826 1190 1159 1137 269 244 200 46 44 154 112 79 54 42 1418 868 847 827 10793 8732 801 42 759 40 719 110 90 609 912 58 578 854 822 799 767 744 713 94 619 352 267 214 53 325 506 462 425 404 247 221 195 53 157 55 102 80 53 142 2061 1975 119 88 8707 1702 1676 275 171 133 112 70 42 7005 57 44 1846 276 1570 1095 475 1055 174 102 1401 109 60 101 366 333 310 278 internal_count=180612 177983 167157 2629 2608 10826 1190 1159 1137 269 244 200 46 44 154 112 79 54 42 1418 868 847 827 10793 8732 801 42 759 40 719 110 90 609 912 58 578 854 822 799 767 744 713 94 619 352 267 214 53 325 506 462 425 404 247 221 195 53 157 55 102 80 53 142 2061 1975 119 88 8707 1702 1676 275 171 133 112 70 42 7005 57 44 1846 276 1570 1095 475 1055 174 102 1401 109 60 101 366 333 310 278 is_linear=0 shrinkage=0.01089 Tree=595 num_leaves=96 num_cat=0 split_feature=18 40 27 47 18 18 19 19 2 53 21 50 18 38 51 18 5 41 51 40 22 28 63 28 22 56 38 37 50 56 39 1 51 21 19 63 40 51 49 53 39 0 51 0 21 65 65 38 10 19 27 21 58 0 21 57 40 50 27 39 58 21 21 31 27 58 50 58 58 18 21 19 12 9 26 22 28 63 5 39 6 56 37 21 28 22 21 10 19 53 40 18 47 22 6 split_gain=5.30536 2.10733 1.16166 0.609331 0.449653 0.28904 0.274818 0.174056 0.467169 0.393005 0.171245 0.0756046 0.0748042 0.0531723 0.0736032 0.0355713 0.0352743 0.0497294 0.0576241 0.0581256 0.0471458 0.0433794 0.0728244 0.0418899 0.0899196 0.0895778 0.0766798 0.100845 0.0591059 0.0360086 0.035088 0.0346941 0.031889 0.0280025 0.0469864 0.0386479 0.0205971 0.0195712 0.0317465 0.0183292 0.0145231 0.013415 0.0208888 0.0173507 0.0135782 0.0168255 0.0207993 0.0169832 0.0207176 0.016981 0.0128469 0.0110942 0.0185451 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587 555 269 is_linear=0 shrinkage=0.01089 Tree=601 num_leaves=96 num_cat=0 split_feature=24 24 39 47 34 24 20 29 24 29 39 1 20 64 39 27 49 34 34 37 29 38 24 40 25 40 31 37 11 25 38 58 1 27 59 52 44 33 38 41 62 29 20 63 64 39 29 40 39 12 33 39 40 33 5 40 56 5 10 27 33 39 62 27 38 33 34 59 33 53 27 38 31 37 34 44 31 62 62 24 24 32 10 11 27 63 56 32 25 29 31 44 20 28 56 split_gain=4.87777 1.98231 1.09148 0.554442 0.451387 0.394202 0.267806 0.229373 0.0791236 0.0646702 0.187648 0.153247 0.0473476 0.042469 0.0636672 0.0579795 0.0360671 0.0632306 0.0428613 0.156683 0.0757789 0.0732672 0.102488 0.0709136 0.0551516 0.0235362 0.0165513 0.0183767 0.0145572 0.0451395 0.0211511 0.0188988 0.0227392 0.0237505 0.0224383 0.0136256 0.0225293 0.0263015 0.0218808 0.0190948 0.0183157 0.0129366 0.0119686 0.0206996 0.0195326 0.018935 0.014546 0.0318373 0.0238329 0.0141427 0.025451 0.0227276 0.0113354 0.0148313 0.0226149 0.0124921 0.0103393 0.00948531 0.0100402 0.00947497 0.0182058 0.00930922 0.0175811 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365 234 198 50 148 131 41 90 57 10102 471 434 44 390 101 49 289 267 777 728 58 234 211 63 40 10076 148 102 43 46 670 201 181 156 59 64 469 147 113 49 322 66 256 130 85 57 126 102 78 45 40 52 64 49 1329 1306 488 461 92 67 439 413 390 366 151 215 191 130 818 571 157 44 133 45 is_linear=0 shrinkage=0.01089 Tree=605 num_leaves=96 num_cat=0 split_feature=18 18 27 23 27 34 18 53 34 9 50 23 23 27 46 57 19 49 18 18 58 58 29 38 18 37 21 18 46 21 13 27 27 37 63 37 38 63 27 39 40 44 51 1 62 61 61 50 19 18 1 40 21 62 21 62 55 57 63 44 61 21 39 52 9 31 63 18 39 35 28 28 57 35 44 27 58 55 28 21 18 46 50 23 64 35 46 38 37 37 21 61 9 10 38 split_gain=4.66737 1.9398 0.912203 0.856043 2.3795 0.434593 0.275606 0.110607 0.112848 0.0694374 0.0793543 0.192244 0.0926391 0.0745923 0.105773 0.0810882 0.0780391 0.0866603 0.067423 0.0661381 0.0640581 0.0791172 0.062972 0.0539966 0.0846361 0.0827053 0.0523335 0.0488068 0.0238232 0.0234597 0.0189848 0.0177708 0.0244025 0.0196286 0.0367749 0.0262554 0.0254404 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50 50 18 18 43 38 37 59 50 39 23 38 49 49 40 40 23 34 33 50 29 49 43 35 23 29 45 25 39 21 23 61 39 21 61 31 59 33 34 35 18 57 39 61 29 34 40 19 58 39 58 40 3 21 21 61 61 18 47 47 43 25 23 38 2 2 33 40 43 43 43 58 21 43 33 split_gain=4.12211 1.79488 0.974038 0.585113 0.405824 0.245183 0.362657 0.192177 0.23332 0.102048 0.147161 0.0643039 0.0833578 0.169479 0.0850205 0.111563 0.0802208 0.103481 0.109437 0.161873 0.0703892 0.0527226 0.0517133 0.0332322 0.0332019 0.0387159 0.043544 0.0435828 0.032591 0.0296826 0.0612406 0.0367921 0.0419622 0.0309402 0.0183135 0.0127637 0.0168393 0.0245888 0.0232051 0.0196693 0.0228931 0.016573 0.0168779 0.0278391 0.0138241 0.0255355 0.0176153 0.0177258 0.0253658 0.0163733 0.013232 0.0123657 0.0159665 0.020622 0.0156342 0.0142607 0.0122563 0.0109701 0.0169327 0.0103924 0.010308 0.00974084 0.0105919 0.0191389 0.0174534 0.0157441 0.0148674 0.0122945 0.0268494 0.0141448 0.0117706 0.0158607 0.012827 0.0117667 0.0113537 0.0086018 0.00704101 0.00664857 0.00662452 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387 360 48 324 135 189 168 105 9138 768 437 45 392 340 40 300 124 69 331 311 258 122 74 136 53 176 110 86 50 66 45 76 56 60 2128 474 453 69 384 359 338 291 58 233 204 163 41 132 47 48 55 9109 757 638 559 516 489 119 92 43 79 466 401 110 291 238 53 45 85 internal_count=180667 178526 167232 2141 11294 2120 878 857 42 815 51 764 301 192 109 69 166 118 85 52 48 40 11266 1242 463 435 387 360 48 324 135 189 168 105 9138 768 437 45 392 340 40 300 124 69 331 311 258 122 74 136 53 176 110 86 50 66 45 76 56 60 2128 474 453 69 384 359 338 291 58 233 204 163 41 132 47 48 55 9109 757 638 559 516 489 119 92 43 79 466 401 110 291 238 53 45 85 is_linear=0 shrinkage=0.01089 Tree=608 num_leaves=96 num_cat=0 split_feature=24 25 32 24 51 53 24 28 40 43 22 22 22 56 35 33 49 24 40 29 24 65 33 57 33 49 49 29 57 57 57 22 37 37 44 51 35 29 29 32 63 21 40 31 32 35 49 44 49 49 43 6 40 6 29 21 21 44 50 40 19 19 19 64 37 37 58 28 24 46 33 22 31 29 19 22 49 0 22 46 11 46 39 65 46 22 4 22 24 44 21 24 21 19 21 split_gain=4.03344 1.6782 0.893978 0.517287 1.52645 0.478302 0.335281 0.132915 0.118905 0.0999695 0.195837 0.162786 0.152079 0.156653 0.112109 0.075969 0.0747956 0.0575216 0.0487991 0.0446732 0.0401698 0.0351703 0.0383232 0.0355857 0.0330567 0.0326085 0.0665544 0.0395975 0.0285855 0.0576934 0.0383055 0.0241933 0.0220074 0.0178849 0.0153774 0.0120253 0.0127382 0.0111907 0.0131529 0.0216363 0.0235726 0.0189793 0.0142042 0.0102266 0.0249074 0.0192232 0.0167556 0.0116361 0.0117263 0.00921626 0.01245 0.0154996 0.0120486 0.0111525 0.00950856 0.00886638 0.016179 0.0078973 0.00627952 0.00620556 0.00752377 0.00684349 0.00584877 0.00635581 0.00788762 0.00705844 0.00638379 0.00517003 0.00484025 0.00388794 0.00378172 0.00428814 0.0043239 0.00537098 0.00332874 0.00324546 0.0030329 0.00389709 0.00286501 0.00186474 0.00181462 0.00137593 0.00450969 0.00123199 0.00202909 0.00114211 0.00229324 0.00119462 0.00114192 0.00111158 0.00104428 0.00262164 0.00517003 0.00597046 0.000961044 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8.6175000000002928 0.33176052539189271 20.812999999997377 0.00035355338937908241 0.032526911938635363 21.906500000000964 22.437500000000004 13.640499999997703 16.898499999998879 16.031499999998235 15.656249999992726 9.0154999999977026 13.254807692307695 12.433307692307819 8.7574999999997107 10.094000000002326 8.1879999999973752 9.2655000000013406 1.8187381245801879 7.9925000000002919 8.133928571428573 8.7030000000122545 11.656499999999143 10.062500000000002 11.627530612245137 5.5000000000000009 9.1324999999997107 8.9370000000035379 -0.24999999999999994 5.9369999999908041 0.19230176903603302 65.265999999997817 8.9060000000004056 9.8120000000017189 2.5000000000000004 10.007500000003349 9.186999999987167 11.070500000008908 0.093691648523732615 8.811999999987167 1.5026019100220569 9.2809999999994961 0.17642314190854405 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -5 6 17 16 -9 11 14 12 21 -14 18 -1 -3 43 19 -11 67 22 -8 25 -23 27 -27 -24 30 -30 -28 -19 -33 -20 35 -34 37 38 39 42 -41 -40 -37 45 57 47 -46 48 49 -2 51 -51 -52 54 -54 74 76 -45 -38 60 61 62 63 64 65 -58 -66 68 70 -65 71 72 -10 -74 89 78 80 -78 81 -62 -57 82 -70 85 -85 88 87 -87 -80 -22 -83 92 93 -92 -73 right_child=3 7 -4 4 -6 -7 9 8 20 10 -12 -13 13 -15 -16 -17 -18 31 33 -21 55 24 23 -25 -26 26 28 -29 29 -31 -32 32 34 -35 -36 36 58 -39 41 40 -42 -43 -44 44 46 -47 -48 -49 -50 50 52 -53 53 -55 -56 56 59 -59 -60 -61 79 -63 -64 69 66 -67 -68 -69 75 -71 -72 94 73 -75 -76 -77 77 -79 83 -81 -82 90 -84 84 -86 86 -88 -89 -90 -91 91 -93 -94 -95 -96 leaf_value=-1.428433330408277e-05 0.00043813759382607979 0.00027759661669065873 -0.0022085168001623264 0.0034643815621751193 -0.00060680141073993427 -0.001253665223831957 0.00011237918422055868 0.00087193915627869817 0.00010541827634334149 0.00081028181031564861 0.001735079787226915 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32 21 37 25 20 29 21 26 46 32 34 23 26 32 25 21 25 297 102 35 21 20 36 266 20 30 25 32 21 21 105 22 20 26 26 20 27 28 22 32 207 22 279 29 1551 20 20 22 20 33 30 36 143 98 95 23 21 22 25 577 24 24 27 25 20 29 23 20 37 4481 20 30 63 287 28 20 1869 21 452 582 22 20 43 leaf_count=167582 37 20 22 24 20 20 22 25 29 34 25 27 32 21 37 25 20 29 21 26 46 32 34 23 26 32 25 21 25 297 102 35 21 20 36 266 20 30 25 32 21 21 105 22 20 26 26 20 27 28 22 32 207 22 279 29 1551 20 20 22 20 33 30 36 143 98 95 23 21 22 25 577 24 24 27 25 20 29 23 20 37 4481 20 30 63 287 28 20 1869 21 452 582 22 20 43 internal_value=0 -5.92065e-06 -1.4483e-05 0.000443965 0.00161381 0.000422045 0.000436446 0.00012418 0.000121896 0.000603889 0.000847747 0.000548544 0.000580924 0.00114192 0.000686555 -1.41946e-05 0.00075076 0.000334497 0.000874459 0.00107295 0.000120182 0.000534314 0.000559892 0.00057745 0.000277509 0.000559289 0.000588081 0.000306861 0.000553704 0.000498748 0.000692717 0.000409502 0.000423629 0.000582902 0.000407926 0.000393761 0.000403731 0.000418754 0.00040553 0.000424588 0.000631368 0.000229147 0.000394939 0.000271536 0.00038288 0.000257488 0.00020673 0.000268701 0.000260688 0.000270264 0.000259674 0.000110174 0.000276541 0.000265604 0.000276465 0.000160902 0.000156413 0.000574946 0.000215127 0.0001634 0.000161417 0.000164364 0.000161734 0.000164062 0.000160572 0.000169057 0.000101659 0.000109497 0.000109058 0.000277028 8.19117e-05 7.71244e-05 1.16277e-07 -6.29456e-05 0.0002649 0.000111522 3.03877e-05 -3.41164e-05 0.000111914 1.27702e-05 7.8692e-05 0.000107653 0.00017167 0.000122182 8.24099e-05 0.000123829 0.000142834 0.00015148 0.000120448 0.000222575 0.000107175 9.72985e-05 7.86558e-05 7.09595e-05 8.66434e-05 internal_weight=0 178661 167629 2395 44 2351 2331 11032 10992 882 163 719 692 53 138 167607 40 1449 101 60 10967 639 581 559 58 536 481 55 449 322 127 661 632 41 597 561 540 500 470 424 53 46 371 788 88 700 46 674 654 627 590 60 530 508 486 2279 2185 42 40 2070 2048 2008 1975 1945 1887 1649 238 8688 8665 58 722 697 77 48 94 7943 115 49 7918 40 66 5598 41 2320 93 2227 335 307 1892 67 5557 1076 494 472 620 internal_count=181056 178661 167629 2395 44 2351 2331 11032 10992 882 163 719 692 53 138 167607 40 1449 101 60 10967 639 581 559 58 536 481 55 449 322 127 661 632 41 597 561 540 500 470 424 53 46 371 788 88 700 46 674 654 627 590 60 530 508 486 2279 2185 42 40 2070 2048 2008 1975 1945 1887 1649 238 8688 8665 58 722 697 77 48 94 7943 115 49 7918 40 66 5598 41 2320 93 2227 335 307 1892 67 5557 1076 494 472 620 is_linear=0 shrinkage=0.01089 Tree=609 num_leaves=96 num_cat=0 split_feature=18 40 40 18 27 53 18 18 43 22 22 22 56 35 27 18 62 16 18 61 49 49 33 22 56 38 29 43 22 37 40 44 62 21 38 35 33 28 22 18 44 64 64 33 63 56 27 33 46 33 27 27 18 44 35 64 61 27 28 46 22 21 58 21 21 64 40 37 53 40 33 22 11 25 40 61 49 29 35 49 29 18 29 27 64 28 22 61 37 33 55 22 46 55 22 split_gain=3.94619 1.64278 0.953493 0.506081 1.94569 0.467955 0.375266 0.328021 0.0978087 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internal_count=181056 178661 167615 2395 44 2351 11046 2331 882 163 719 692 53 138 101 1449 81 51 11010 639 618 557 520 497 463 352 111 61 661 632 8731 597 561 113 448 413 377 93 69 49 340 71 269 788 89 56 699 48 651 621 152 102 50 469 67 402 198 176 145 204 165 57 108 2279 2185 78 2070 2048 313 279 111 1735 573 545 466 218 193 248 226 41 52 8709 54 59 168 7961 1162 140 72 748 723 113 610 88 588 is_linear=0 shrinkage=0.01089 Tree=610 num_leaves=96 num_cat=0 split_feature=18 18 53 27 34 18 20 28 27 62 18 23 35 45 57 18 38 55 32 49 18 27 18 40 62 13 55 27 37 22 23 26 38 38 26 55 22 64 49 55 55 28 49 22 49 34 65 47 33 33 27 27 55 55 62 41 9 33 20 29 40 40 49 50 23 22 50 55 50 20 22 49 47 64 28 58 65 18 37 56 56 57 3 55 38 33 1 64 20 55 64 20 34 39 22 split_gain=3.95156 1.64151 1.20638 1.0457 0.412429 0.250672 0.257239 0.180777 0.0735688 0.531877 0.138163 0.106979 0.0607647 0.105024 0.0557706 0.0432643 0.0417623 0.0541812 0.0367711 0.0456596 0.13431 0.044357 0.0272753 0.0179748 0.0176659 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9.109500000000482 13.057783882783886 9.6880000000128366 11.320749999999864 9.1324999999997107 10.914326530612302 15.132499999999711 9.0154999999977026 14.696500000002745 8.8130000000001036 53.140499999986794 12.757499999999711 11.859923076923076 9.117000000000191 15.484500000000482 7.4429305677871671 9.5000000000000018 14.313216494845364 10.203500000011902 1.938690171426708 1.5000000000000002 8.1559999999881274 8.1992500000000081 10.300582474226816 7.5309999999881265 7.8242500000001209 11.132499999999938 5.8378522090921114 7.6955000000116351 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 -1 -3 22 7 8 10 -10 11 12 13 16 -15 23 17 -7 -18 20 -20 -21 38 -6 25 -24 27 -26 29 -27 31 32 37 -34 58 36 -36 68 -2 40 41 -40 -41 -44 -45 49 -47 -48 -49 55 51 -51 53 -52 -54 56 -46 -58 -35 -50 61 64 69 93 65 73 -67 84 -30 87 88 72 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215 141 121 76 56 74 837 812 75 49 737 715 695 671 216 196 173 455 257 51 206 156 50 198 177 150 45 145 1969 1938 505 281 1433 1410 88 68 41 224 9136 124 76 1322 1286 1265 1148 134 87 117 218 1014 942 72 46 94 68 100 6418 672 120 552 48 63 91 is_linear=0 shrinkage=0.01089 Tree=611 num_leaves=96 num_cat=0 split_feature=18 18 53 21 46 18 20 28 9 26 35 9 18 55 28 43 26 18 21 18 63 26 28 18 43 18 33 33 10 64 3 45 45 39 39 62 13 21 46 12 26 20 55 21 49 59 43 63 39 59 49 33 26 20 44 28 51 59 46 8 49 16 20 55 21 49 9 43 44 20 57 38 33 9 26 9 33 20 5 64 39 28 18 58 10 21 45 26 23 39 46 59 21 59 7 split_gain=3.86611 1.60597 1.18027 1.07133 0.266631 0.24523 0.251674 0.176862 0.0582195 0.12466 0.120807 0.247076 0.103013 0.0683042 0.0746784 0.101465 0.0932975 0.0687028 0.14063 0.0906462 0.090821 0.0578794 0.0500795 0.043411 0.035445 0.0266869 0.0266463 0.0248665 0.0383607 0.0464521 0.0315518 0.0314011 0.0278689 0.0201512 0.0189609 0.0172805 0.0228683 0.0180458 0.0281399 0.0305396 0.0218 0.0188677 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63 41 9863 982 942 879 859 167267 167233 836 40 808 82 726 112 614 56 1755 63 43 9836 761 730 419 385 363 250 215 113 311 265 61 204 146 58 45 186 155 46 68 41 124 103 52 51 994 276 718 683 663 215 638 382 357 335 256 209 61 192 161 120 179 120 309 84 is_linear=0 shrinkage=0.01089 Tree=616 num_leaves=96 num_cat=0 split_feature=34 18 61 18 31 26 53 18 18 22 27 59 20 26 34 62 40 18 34 22 28 64 18 10 27 32 62 51 18 18 40 38 10 18 26 52 0 40 21 18 62 57 58 21 20 39 27 6 40 43 31 58 31 27 51 0 7 43 21 34 38 0 7 58 32 34 12 64 57 47 47 43 26 27 27 32 64 40 13 6 52 3 21 34 38 61 27 2 31 57 21 43 41 21 64 split_gain=3.28413 1.43028 1.0436 0.326317 0.138415 0.448537 0.209333 0.107868 0.0942867 0.0890377 0.0610035 0.0564856 0.067218 0.0681695 0.0590037 0.0378918 0.0374312 0.049255 0.042214 0.0366034 0.0438754 0.0233831 0.0200183 0.0232276 0.0243329 0.0275925 0.02309 0.0223758 0.0206623 0.0181488 0.0189605 0.0180914 0.0164138 0.0154673 0.015718 0.0199889 0.0188215 0.0153155 0.0172205 0.0139358 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26 28 -28 29 30 -17 32 34 -34 -32 -23 37 -31 39 40 42 -42 43 48 -45 -46 47 57 -2 50 59 -48 -51 -54 -55 78 75 -47 -58 -50 61 64 63 -63 68 66 -66 -67 74 70 73 72 80 -22 -60 -57 -75 -64 94 -77 -72 -73 84 -84 -81 -71 -83 -79 -87 92 -82 -91 -78 -94 -37 right_child=3 4 -4 -5 20 6 -8 -9 10 -11 -12 -13 13 -15 -16 22 17 18 19 -21 21 35 -24 -25 -26 -27 27 -29 -30 36 31 -33 33 -35 -36 55 -38 -39 -40 -41 41 -43 -44 44 45 46 51 -49 49 52 -52 -53 53 54 -56 56 58 -59 60 -61 -62 62 77 -65 65 67 -68 -69 -70 85 71 81 -74 76 -76 79 89 87 -80 82 90 86 83 -85 -86 88 -88 -89 -90 91 -92 -93 93 -95 -96 leaf_value=-1.0667289745716452e-05 0.00036572854542523238 0.0014067163614466137 -0.002313140016134372 0.001869033328858365 0.00051040593046992205 0.00043872589591717356 -0.00064792265156232134 0.001263618434876183 0.00010218583865865099 -0.00063434110284500515 0.0010739499683968259 -0.00072367861396120138 5.787388505762721e-05 0.0016524077265672532 0.0010012763127169105 6.0738159629497473e-05 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21 23 28 26 35 65 152 27 27 32 1147 20 30 28 24 20 109 38 56 20 24 25 23 27 21 21 991 34 868 168 27 31 30 20 21 21 22 6401 56 48 20 43 21 35 286 35 32 leaf_count=167051 31 27 23 20 23 30 22 23 34 20 30 20 22 26 25 23 21 37 26 581 23 21 24 35 21 26 20 20 35 35 27 25 27 21 357 58 36 27 20 21 34 21 31 28 32 66 25 24 21 23 28 26 35 65 152 27 27 32 1147 20 30 28 24 20 109 38 56 20 24 25 23 27 21 21 991 34 868 168 27 31 30 20 21 21 22 6401 56 48 20 43 21 35 286 35 32 internal_value=0 -4.473e-06 -1.09847e-05 0.000337009 9.39802e-05 0.000324161 0.000445492 0.000472415 0.000451484 8.85856e-06 0.000478373 0.00045575 0.00048636 0.000922505 0.00045738 0.000248603 0.000437858 0.000454975 0.000440174 0.000462158 9.07596e-05 8.98284e-05 0.000302658 0.00029345 0.000322328 0.000305093 0.000295254 9.71679e-05 0.00030813 0.000320072 0.000294112 0.000305793 0.000287067 0.000121019 0.000307743 0.000113446 0.000446852 0.000530446 0.000194283 0.00020082 0.000193493 4.59e-05 0.000206151 0.000194882 0.000248809 0.000283928 0.00033179 0.000272742 0.000161289 0.000142764 0.000275161 0.000472325 0.000109425 9.10721e-05 0.000118305 0.000111727 0.000108124 0.000331119 0.000112635 0.00040363 0.000114313 0.000112611 6.62288e-05 -4.48026e-05 0.0001182 0.000170434 0.000124834 0.000299589 0.000112798 8.08469e-05 6.4314e-05 -3.39768e-06 -8.12172e-05 7.45615e-05 0.000114441 2.89962e-05 7.08558e-05 8.85524e-05 0.000200338 5.43773e-05 -2.49276e-05 6.81108e-05 2.39963e-05 -3.82843e-05 7.38685e-05 8.47127e-05 0.000100166 7.4623e-05 8.43118e-05 7.33377e-05 -6.88379e-05 2.54563e-05 7.6455e-05 9.39607e-05 0.000168705 internal_weight=0 178124 167074 2410 11050 2390 917 895 872 50 822 792 772 48 724 1473 699 665 644 607 11023 10979 738 714 44 679 653 40 613 578 480 457 432 48 384 3024 98 62 735 715 694 55 639 608 233 205 173 122 375 344 69 51 275 252 217 3003 2886 98 2730 41 2703 2673 288 48 2385 223 165 58 2162 7955 1509 198 95 1311 2138 156 1288 240 117 129 74 103 95 42 53 6446 76 216 6421 1267 51 78 1189 321 90 internal_count=180534 178124 167074 2410 11050 2390 917 895 872 50 822 792 772 48 724 1473 699 665 644 607 11023 10979 738 714 44 679 653 40 613 578 480 457 432 48 384 3024 98 62 735 715 694 55 639 608 233 205 173 122 375 344 69 51 275 252 217 3003 2886 98 2730 41 2703 2673 288 48 2385 223 165 58 2162 7955 1509 198 95 1311 2138 156 1288 240 117 129 74 103 95 42 53 6446 76 216 6421 1267 51 78 1189 321 90 is_linear=0 shrinkage=0.01089 Tree=635 num_leaves=96 num_cat=0 split_feature=18 18 21 34 47 19 19 2 21 18 34 23 2 21 47 21 22 64 18 9 33 34 27 53 33 1 33 29 18 18 28 6 6 6 2 19 34 27 27 58 59 51 3 27 52 63 56 21 22 13 51 51 59 39 6 23 56 12 59 3 9 32 22 6 52 39 27 19 59 22 47 21 21 27 33 23 10 64 21 19 19 51 12 19 18 9 59 45 18 21 18 59 51 52 52 split_gain=2.28754 0.942061 1.0067 0.385049 0.363117 0.255969 0.246432 0.265184 0.369889 0.108815 0.108279 0.150167 0.12638 0.0729004 0.0503747 0.0516534 0.0354764 0.0577364 0.0572035 0.0641692 0.0804465 0.053533 0.0314821 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5.2884999999896545 1.1459349557414178 3.1886288581866227 21.718749999992728 23.586000000000016 8.804499999989277 49.133000000008913 0.00035355338937908241 3.1823340687262709 2.0530466195608441 2.0575421041893196 16.406000000002681 -0.91424293627231534 7.6714999999885558 0.35956379824873236 12.511499999999616 15.656249999992726 3.0573943376211692 0.6830127018922193 14.718999999998688 14.405999999988127 0.68808263497567124 51.343499999988133 4.2821591194596396 14.405999999988127 0.52997653250310417 8.3829999999998126 19.4064999999996 4.0653516749773688 7.9289999999873553 7.6870000000026275 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 9 -8 10 36 12 14 13 -9 -12 -16 17 -11 22 -20 -21 -22 23 24 26 -26 29 -28 31 30 -19 33 -33 -25 -34 64 37 38 46 43 42 61 -38 -40 45 -45 47 49 -48 50 51 -2 -49 56 59 -56 63 -58 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27 22 64 7785 41 107 82 1255 leaf_count=167051 23 27 23 72 22 25 35 23 25 23 21 30 25 21 20 24 33 561 26 20 20 22 22 33 32 31 21 20 27 27 30 26 21 20 36 20 36 28 31 20 23 21 44 21 21 20 20 29 23 22 33 25 20 21 28 23 30 223 54 23 23 22 26 22 27 33 35 22 32 34 22 603 248 48 25 33 33 34 106 24 31 85 100 23 21 40 22 27 22 64 7785 41 107 82 1255 internal_value=0 -4.42426e-06 -1.08651e-05 9.29574e-05 0.000333345 0.000320491 0.000332098 0.000675845 0.000514269 0.000296081 0.000702452 0.000941103 0.000373284 0.000724626 0.000645885 0.000435041 0.000375148 0.000386541 0.000399018 0.000664532 0.000473049 0.000201328 0.000373211 0.00036302 0.000335878 9.17052e-05 0.000359175 0.000690989 0.000483017 0.000337093 0.000352771 0.000414455 0.000528505 0.000235187 0.000327764 8.97718e-05 0.000219672 0.000198006 0.000205903 0.000361599 0.000306979 0.000243624 0.000414244 0.000302459 0.000215891 0.000337857 0.000181787 0.000115083 0.000208436 0.000180431 6.437e-05 0.000196328 -9.77207e-05 0.000193967 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722 63 659 41 163 618 591 136 83 53 57 11023 1088 872 844 113 216 136 80 93 62 41 731 209 522 160 81 48 49 502 118 51 384 307 277 67 44 93 49 77 9402 105 79 44 55 1621 43 1601 1567 1319 303 231 198 173 140 72 1016 985 747 647 624 238 44 198 107 91 9297 1512 230 123 1282 is_linear=0 shrinkage=0.01089 Tree=636 num_leaves=96 num_cat=0 split_feature=31 39 18 31 23 33 39 28 18 22 40 27 29 39 62 19 59 45 53 18 49 57 31 27 59 43 43 27 59 18 31 27 28 28 59 53 25 29 31 35 29 58 39 39 45 59 25 58 3 23 18 55 25 25 28 44 31 27 10 23 23 0 27 35 57 61 64 22 22 25 40 44 56 22 2 3 18 33 22 10 3 40 18 29 18 43 55 27 23 22 23 23 18 40 27 split_gain=2.1594 1.38142 0.931533 0.358004 0.831201 0.326755 0.245675 0.210089 0.104883 0.125288 0.0984241 0.0931161 0.0718368 0.155829 0.0746243 0.0789497 0.0651355 0.0685971 0.103858 0.0434441 0.0424727 0.0458984 0.0606028 0.0301719 0.0293762 0.0181681 0.0188124 0.017954 0.0219251 0.0156696 0.0140869 0.0130098 0.0124265 0.0185665 0.018126 0.0115578 0.0216808 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34 24 0 49 43 24 51 19 34 65 53 51 38 21 43 21 32 39 58 63 32 46 9 32 32 12 21 34 63 64 53 43 21 0 58 39 9 43 37 40 65 37 28 46 40 63 7 24 26 21 21 21 9 25 32 21 62 43 40 46 46 56 32 37 49 65 58 12 33 24 58 56 51 62 25 21 58 63 10 24 split_gain=2.10213 0.937352 0.913248 0.620932 0.527326 0.656558 0.341527 0.113815 0.0883381 0.0718003 0.0596053 0.109654 0.0943546 0.0886684 0.0813265 0.122832 0.0716495 0.0544752 0.0525029 0.0686539 0.0419745 0.0371121 0.0318764 0.0251335 0.019981 0.0149426 0.0340754 0.0507523 0.0312286 0.0296064 0.0243086 0.0203698 0.0311359 0.0635583 0.0281717 0.0265281 0.0244172 0.0180336 0.0134384 0.0150868 0.024721 0.0164453 0.0175656 0.0174598 0.0183649 0.0178279 0.0173583 0.0171001 0.0253921 0.0203843 0.0198499 0.0162793 0.0131279 0.0126138 0.0141783 0.012259 0.0119305 0.0162794 0.00958807 0.00923536 0.00889618 0.007357 0.00692577 0.0067578 0.00600417 0.00601783 0.0203139 0.0070066 0.00673932 0.00935841 0.00724898 0.0061803 0.00715886 0.00743943 0.00639935 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386 454 402 52 2170 671 1499 1387 112 89 59 1161 59 1102 109 993 89 957 60 623 559 48 897 235 41 662 511 491 105 47 58 386 80 226 56 170 132 107 63 9124 306 188 55 44 48 64 118 6344 503 479 internal_count=180589 178520 167161 2069 55 11359 2014 1978 167140 723 701 676 653 11327 628 340 320 288 256 202 120 99 67 173 200 142 54 179 153 1255 67 1188 11294 1154 1132 975 936 157 99 73 58 50 910 878 424 386 454 402 52 2170 671 1499 1387 112 89 59 1161 59 1102 109 993 89 957 60 623 559 48 897 235 41 662 511 491 105 47 58 386 80 226 56 170 132 107 63 9124 306 188 55 44 48 64 118 6344 503 479 is_linear=0 shrinkage=0.01089 Tree=641 num_leaves=96 num_cat=0 split_feature=30 40 43 22 57 30 47 30 34 26 23 37 43 31 45 25 25 30 43 20 29 46 34 30 50 43 37 33 20 26 40 29 34 33 30 26 25 43 50 37 34 65 6 3 33 26 33 22 61 29 62 45 40 58 5 9 46 57 22 3 57 26 64 20 31 45 34 34 57 30 5 37 5 20 34 29 23 29 25 20 3 61 61 46 3 45 9 22 30 23 45 31 22 33 65 split_gain=1.99541 0.763313 1.42002 0.479515 1.39971 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242 205 79 126 910 877 10732 343 319 296 852 8763 49 1969 8739 47 8692 820 226 73 153 594 211 383 1945 572 72 1373 346 1027 8667 3362 997 246 751 289 462 441 338 103 82 50 3342 454 62 242 73 5305 296 124 91 172 152 114 78 is_linear=0 shrinkage=0.01089 Tree=644 num_leaves=96 num_cat=0 split_feature=18 34 26 18 27 18 47 18 43 18 35 34 47 11 21 21 50 39 65 10 23 21 50 34 50 21 58 37 2 9 43 43 43 43 19 23 55 43 28 51 43 51 51 21 43 32 3 39 18 50 27 59 26 37 39 9 58 39 56 57 43 32 27 7 39 19 27 5 34 58 37 58 21 23 23 1 39 26 55 65 34 19 43 26 50 59 11 12 58 57 27 28 21 19 56 split_gain=1.89408 0.746692 1.46809 0.491682 1.46335 0.31728 0.301883 0.239022 0.0541008 0.144334 0.177549 0.142205 0.0850909 0.0696408 0.0722188 0.062229 0.0753943 0.0624465 0.0577489 0.0522573 0.047869 0.0381871 0.143281 0.0485285 0.076767 0.0560245 0.0791549 0.0581948 0.0545744 0.0338533 0.0442637 0.0293662 0.0265609 0.0230269 0.0208576 0.0197447 0.0184862 0.029348 0.0227482 0.0258871 0.0224644 0.0122736 0.0348628 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270 660 1415 597 89 is_linear=0 shrinkage=0.01089 Tree=645 num_leaves=96 num_cat=0 split_feature=30 34 23 30 34 53 30 30 44 23 44 55 6 28 40 59 55 23 51 53 32 2 56 57 62 40 62 28 55 51 30 28 45 22 23 25 40 51 6 40 37 25 44 30 65 37 45 51 22 34 9 47 39 51 34 28 30 46 30 11 53 55 63 55 28 35 23 2 25 45 30 35 62 6 22 62 30 63 62 22 22 22 3 25 23 64 40 6 32 30 47 22 32 55 47 split_gain=1.85314 0.730522 1.18643 0.481031 1.35722 0.419923 0.310411 0.245355 0.0731704 0.188167 0.118158 0.0648836 0.0525083 0.05453 0.103255 0.0533566 0.0500977 0.0446956 0.04353 0.0619104 0.0520692 0.0525032 0.0471256 0.0378086 0.0247157 0.0224836 0.0194085 0.0179194 0.0193068 0.0256923 0.0236598 0.026125 0.0206814 0.0188597 0.0227312 0.0186129 0.0176955 0.0166878 0.021549 0.0248815 0.01833 0.0316939 0.0241701 0.0216496 0.0187469 0.027088 0.0170943 0.0163762 0.01484 0.014914 0.0165721 0.0136861 0.0127664 0.0161095 0.0125891 0.019444 0.0154566 0.0129639 0.0125881 0.0105555 0.010481 0.0101453 0.0110749 0.00985955 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33 34 40 1 18 63 63 27 19 46 32 25 37 43 2 45 2 33 2 63 65 39 33 27 39 39 28 39 37 23 22 10 10 41 34 18 38 34 46 53 5 32 37 63 26 23 18 23 18 28 28 18 27 23 40 23 18 3 2 50 39 34 58 58 23 18 26 23 34 23 28 27 65 58 40 18 split_gain=1.24704 1.06421 0.559206 0.435227 0.195534 0.123377 0.149358 0.111629 0.0567961 0.0461485 0.088447 0.0699478 0.0420928 0.0303135 0.0590086 0.0496133 0.121863 0.0318844 0.0381832 0.051565 0.0206369 0.0451142 0.0420048 0.00854612 0.00778753 0.018337 0.0113775 0.009443 0.00896965 0.0197562 0.0202233 0.0170267 0.0162066 0.0143148 0.0124138 0.0079851 0.0136396 0.0117962 0.00782832 0.00637251 0.00604834 0.00529173 0.00525705 0.00521084 0.00696575 0.00661064 0.0076107 0.00708335 0.0126468 0.00603155 0.00511373 0.0102571 0.00627055 0.00489559 0.00449822 0.00427583 0.00446868 0.00411509 0.00376874 0.00355645 0.00346561 0.00249527 0.00749023 0.00229668 0.00394903 0.0080586 0.00423241 0.00301973 0.00253398 0.00358046 0.00329507 0.00183648 0.00244805 0.0136291 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167271 13481 1697 1659 11784 138 1638 1375 1352 263 45 218 123 95 66 97 75 11646 1321 184 78 106 58 57 1137 48 41 1112 1065 55 1010 985 959 47 116 10806 840 61 779 454 325 286 236 202 50 181 83 98 49 51 424 104 67 320 153 167 146 112 92 55 47 47 121 63 43 42 58 8216 44 2590 489 60 429 40 76 353 41 226 195 153 2101 8172 137 8035 111 2076 94 1982 570 412 256 67 156 126 is_linear=0 shrinkage=0.01089 Tree=668 num_leaves=96 num_cat=0 split_feature=31 39 24 39 31 33 23 34 35 39 33 23 6 51 24 47 23 22 19 35 22 35 47 22 21 40 0 59 40 31 21 21 27 31 44 44 24 24 39 27 23 25 27 65 35 25 24 51 23 22 24 62 21 8 2 24 24 8 44 62 51 24 62 24 24 35 65 65 21 27 27 24 24 24 33 21 21 21 40 24 19 12 35 37 40 24 27 22 24 21 39 40 23 11 10 split_gain=1.08377 1.2359 0.41958 0.227408 0.20661 0.476406 0.398644 0.19543 0.129778 0.053249 0.210064 0.207108 0.184747 0.0639223 0.0587948 0.0301528 0.0445625 0.0472732 0.054191 0.0427231 0.0285054 0.0270265 0.0369708 0.0268637 0.02412 0.0222226 0.0209615 0.0179418 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47 1488 116 79 internal_count=180409 2675 87 50 177734 167017 10717 2588 2563 2524 754 62 692 671 651 618 587 557 531 502 1770 1743 10681 1722 1684 1479 205 157 1443 1395 892 503 481 872 48 48 130 103 66 10658 4308 1867 2441 362 308 1562 305 2079 1530 1463 615 576 253 114 139 92 85 59 6350 104 70 48 66 46 54 848 68 780 748 44 67 55 528 437 91 2048 390 336 1658 70 1588 100 72 291 62 6246 229 191 271 54 6223 47 1488 116 79 is_linear=0 shrinkage=0.01089 Tree=707 num_leaves=96 num_cat=0 split_feature=18 18 62 29 23 34 26 18 59 39 43 49 43 37 34 43 21 25 40 55 21 21 28 26 25 46 29 23 3 51 59 37 49 49 55 21 55 62 21 39 39 64 34 34 21 46 46 18 62 23 39 62 34 34 43 40 55 58 31 26 25 29 18 21 18 40 23 18 23 19 29 0 18 21 46 9 44 52 51 43 34 21 46 23 31 19 31 44 21 21 51 28 29 44 31 split_gain=0.509986 0.25328 0.927931 0.382226 0.201915 0.197109 1.20847 0.252326 0.143269 0.0363518 0.0307948 0.048117 0.0303249 0.0672049 0.0249698 0.0625156 0.0535285 0.0512839 0.0572086 0.0435194 0.0411883 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23 24 1855 5806 21 26 22 20 204 20519 1057 leaf_count=137741 20 23 32 36 20 27 21 24 29 39 21 1805 24 30 27 21 35 27 27 52 35 24 34 33 37 113 111 173 21 627 37 58 21 27 21 28 31 26 7288 23 28 20 24 22 1920 20 216 35 24 26 23 24 1855 5806 21 26 22 20 204 20519 1057 internal_value=0 -2.70612e-08 -2.43984e-07 -6.54415e-08 -2.95039e-06 4.44481e-05 4.15921e-05 3.84239e-05 0.0003538 0.000502115 0.000832559 3.68815e-05 8.29841e-05 8.68745e-05 9.11016e-05 -2.60986e-06 2.83316e-05 8.4876e-05 8.11506e-05 8.60812e-05 2.49204e-05 2.67274e-05 2.648e-05 4.20311e-05 4.57354e-05 4.24589e-05 6.95783e-05 3.14937e-05 0.000150071 2.74856e-05 0.000113111 1.81919e-05 2.39267e-05 8.20806e-05 9.82468e-06 2.80371e-05 2.3091e-05 -4.88569e-05 2.36473e-05 -2.59879e-05 2.67189e-05 2.41236e-05 8.34742e-05 2.37623e-05 2.5629e-05 2.65942e-05 2.74165e-05 5.67415e-05 -3.04029e-06 1.46237e-05 -3.03254e-06 7.98807e-06 -3.0358e-06 -2.85375e-06 -1.34197e-06 8.14717e-06 6.47109e-07 1.00151e-05 -9.30671e-07 -2.97133e-06 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27 27 28 22 28 1035 20 21 20 20 24 30 20 33 32 20 20 35 26 20 21 20 154268 1079 leaf_count=11893 20 23 27 21 29 20 21 22 27 23 22 11330 20 22 38 31 28 34 35 20 33 26 25 27 27 28 22 28 1035 20 21 20 20 24 30 20 33 32 20 20 35 26 20 21 20 154268 1079 internal_value=0 -2.07449e-07 -6.09213e-08 -1.8904e-07 -3.1901e-08 -0.000614753 -8.6164e-07 -0.000290063 -6.28724e-07 2.30226e-05 -2.26837e-06 2.06855e-05 -2.16063e-06 9.98107e-05 0.000105664 0.000417013 9.02604e-05 9.6781e-05 9.04566e-05 0.000219454 0.000104221 0.000222281 0.000408409 7.56198e-05 -0.000171068 8.72507e-05 7.81302e-05 -9.53651e-05 8.84989e-05 6.95946e-05 1.927e-05 -0.000139909 1.98397e-05 0.000150187 1.93368e-05 -8.83711e-05 1.98112e-05 0.000118103 1.92456e-05 2.11549e-05 7.18175e-05 -3.88235e-05 -2.24197e-06 -2.25094e-06 -2.23432e-06 -2.23633e-06 -2.02645e-06 internal_weight=0 180666 180623 180596 180575 43 179087 144 178943 11600 167343 11573 167321 1488 1466 69 1397 1368 1340 138 118 85 59 1202 54 1148 1120 63 1057 123 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0.043840620436066367 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 22 -7 -9 11 21 12 16 -14 -15 -16 18 -18 20 -19 -10 25 23 32 -25 -11 28 -28 29 30 -26 -29 33 34 36 -35 38 -38 -1 -37 -41 right_child=-2 -3 -4 -5 -6 7 -8 8 9 10 -12 -13 13 14 15 -17 17 19 -20 -21 -22 -23 -24 24 26 -27 27 31 -30 -31 -32 -33 -34 35 -36 39 37 -39 -40 40 -42 leaf_value=-1.0891393627378584e-06 -0.0012008974044863962 0.0015944763972765427 -0.00078925855227419224 0.0007423249906162888 -0.00043353050646695014 0.0007064536228528432 -0.0025140058047092486 0.00041142590284714192 1.1316809366171587e-05 1.5955756148132937e-05 -0.00072254969498749427 0.00053783689320768347 -0.00029915372307895281 0.00053813154042892119 -6.0191521676372131e-05 0.00016893368705037058 0.00023419289532380016 -0.00059941263112884809 0.0003927091692734377 -0.00012781717705480852 -0.00015492074663357611 0.00018066618141593187 -0.00012793031976248559 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0.0320644 0.0412151 0.0403385 0.0301326 0.0221154 0.0228678 0.0206156 0.0630912 0.0172875 0.0164183 0.0115177 0.0268328 0.0332054 0.0267205 0.00312282 0.00887106 0.000634664 0.000125338 2.84968e-05 1.41595e-06 1.66762e-05 0.000125329 3.71123e-07 threshold=65.257999999998006 65.265999999997817 60.297000000000487 5.9369999999908041 1.7239263325315888 7.6324999999997098 9.0934999999990413 55.805000000011212 23.228829015544047 53.085999999999338 50.656000000002685 38.772999999999236 48.929499999987463 44.594000000011881 47.10924999999407 -0.45899251994083751 56.390499999997708 46.030999999988133 41.650499999985193 41.101749999999818 48.812750000011881 43.937500000000007 48.586000000012071 46.030999999988133 42.187500000000007 38.586000000012071 37.687499999989093 44.781500000000968 9.1869999999989904 0.2592171621032085 0.0431310296754523 10.80166326530607 8.6329999999998126 1.0000000180025095e-35 -0.9330127018922193 5.5000000000000009 -0.91507307026059792 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 28 9 -9 10 11 20 13 18 15 -14 17 -16 19 -13 21 24 23 -18 25 26 -7 -27 29 30 31 32 33 -1 35 -35 -36 right_child=-2 -3 -4 5 -6 7 -8 8 -10 -11 -12 12 14 -15 16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 -32 -33 -34 34 36 -37 -38 leaf_value=-1.0962323087336386e-06 0.00077754913314639483 -0.0005808111201489498 0.00045506203708446641 0.00073228003786787288 -0.0025485329935295031 1.0455887298121547e-05 0.00031960324775484031 -0.00071205600063808916 0.00030810328150717781 0.00030465225960448589 -0.00048364140419286655 4.9543495976238986e-06 7.2595519120149094e-05 0.00077444506051755203 3.0355393466500063e-05 -0.00060840860277451916 -0.00014995440824447232 0.00059129045198761624 -0.00016243057265939809 0.00049717060561161013 0.00031667566864709254 -0.00058627984918309688 -0.00025502597981881856 0.00028049057551926603 0.00025420237428305066 4.654996682053386e-05 0.00029445390483571896 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180713 180681 180655 167431 13224 167411 13189 41 13148 13111 13091 253 89 164 42 122 46 69 45 12838 12812 76 42 12791 12768 12694 74 167390 167370 167349 167318 167288 167259 29475 2137 27338 internal_count=180734 180713 180681 180655 167431 13224 167411 13189 41 13148 13111 13091 253 89 164 42 122 46 69 45 12838 12812 76 42 12791 12768 12694 74 167390 167370 167349 167318 167288 167259 29475 2137 27338 is_linear=0 shrinkage=0.01089 Tree=846 num_leaves=41 num_cat=0 split_feature=32 28 19 47 28 49 18 18 18 39 34 18 34 57 22 59 55 22 22 35 63 22 3 28 5 1 13 2 2 2 2 1 15 2 0 1 5 5 6 13 split_gain=0.234013 0.101656 0.369768 0.0439339 0.0318933 0.0589898 0.0397384 0.0430438 0.0237907 0.782423 0.165657 0.0236869 0.0113733 0.0398026 0.0187095 0.0392452 0.045506 0.0415488 0.0210435 0.0322588 0.0263047 0.0183517 0.0406429 0.00893119 6.55708e-06 1.37945e-05 2.19367e-05 3.82441e-05 0.000498191 5.23745e-06 2.31322e-05 7.34287e-05 0.000185758 3.75762e-06 3.10121e-06 2.14073e-05 2.83884e-06 3.91579e-06 2.91973e-07 1.29807e-07 threshold=59.664000000004314 56.390499999997708 57.195249999998858 66.922000000002313 49.148500000000247 24.292091836734699 54.156499999999149 51.437500000000007 7.6324999999997098 0.62740521540861571 6.9060000000026784 51.437500000000007 42.742000000002015 15.331391452504475 40.812499999989093 65.257999999998006 22.464561855670105 41.58849999999439 38.586000000012071 47.530999999988133 13.437710687476892 37.687499999989093 4.5000000000000009 36.969000000011881 -0.91507307026059792 4.5000000000000009 -1.0000000180025095e-35 14.500000000000002 12.500000000000002 13.500000000000002 12.500000000000002 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 21.500000000000004 5.5000000000000009 -0.77390292864428289 -0.8524275557064086 -0.67619580640964327 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 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 8 9 24 -10 -7 14 -14 18 16 17 -16 21 20 -20 23 -23 -12 25 -1 -27 28 -28 30 34 -32 -33 36 38 -36 37 -31 -26 -29 right_child=-2 -3 -4 -5 5 11 -8 -9 10 -11 12 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 29 26 27 39 -30 33 31 32 -34 -35 35 -37 -38 -39 -40 -41 leaf_value=-1.067397862814369e-06 -0.0011774916555488991 -0.00077601936785434797 0.0012980662552080663 -0.00037032982997196791 0.00072948317268047079 0.00028257437228860235 -0.00036700174117303217 0.00037627451101404446 0.00083573314309428606 -0.0021539899370614773 1.1937428617090479e-05 -0.0001550511787727666 -0.00051542780993712003 9.3958123034528919e-05 0.00056320488339768257 -0.00024666321846337683 0.00065477718304788972 4.1315467380455146e-05 -0.00050975062262929621 0.00010299841462674604 -5.9021331677471298e-05 -2.7692018007450198e-05 0.00060095992713266662 -0.00016468936079644676 -9.824287640222783e-07 -1.0513606512370853e-06 -9.8678378448876603e-07 -9.5417764144308209e-07 -1.989190423871529e-05 -1.1036821831933071e-06 -1.0892576472009966e-06 8.2139115535810469e-06 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60.297000000000487 11.492249999997325 5.9369999999908041 0.61801132674403636 7.6324999999997098 55.805000000011212 53.085999999999338 66.922000000002313 36.156500000011881 46.187500000000007 20.682160770349707 48.812750000011881 16.716594613371608 47.89049999999407 0.066882982436812066 4.2889999999988513 1.5475397197056102 8.6329999999998126 7.6870000000026275 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.5000000000000002 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 left_child=1 2 3 4 5 16 -6 8 9 10 11 12 13 15 -15 -8 18 -18 20 -20 21 22 -1 -24 25 -25 -23 right_child=-2 -3 -4 -5 6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 26 23 24 -26 -27 -28 leaf_value=-1.0474027566319886e-06 -0.0011646823880366564 -0.00076757752132702341 0.0012006952612816967 0.00047926313659056461 0.0006602066528186045 -0.002645005725544707 1.1926789947737479e-05 -0.00022196282285473289 0.00036521321670242995 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internal_weight=0 180652 180632 180602 180582 167343 13239 13205 13168 13130 13094 13063 13043 13012 75 12937 167323 63 167260 51 167209 167183 22122 5231 901 672 145061 internal_count=180672 180652 180632 180602 180582 167343 13239 13205 13168 13130 13094 13063 13043 13012 75 12937 167323 63 167260 51 167209 167183 22122 5231 901 672 145061 is_linear=0 shrinkage=0.01089 Tree=848 num_leaves=25 num_cat=0 split_feature=28 36 41 34 22 19 53 64 21 36 21 21 26 19 19 22 55 22 44 28 41 22 44 26 split_gain=0.162976 0.202709 0.222757 0.0407852 0.0322691 0.0434606 0.110952 0.0292615 0.739556 0.176135 0.0543947 0.0579664 0.04003 0.0171283 0.046634 0.0392988 0.0380343 0.0377919 0.0263943 0.0126086 0.00819091 0.0130023 0.0113006 0.00448405 threshold=56.390499999997708 57.405999999997228 66.922000000002313 50.780999999988133 52.76599999999781 51.671999999999578 57.625500000009204 5.9369999999908041 6.0100540866782692 7.6324999999997098 3.3640605115116764 2.3857782797104057 25.15649999999869 50.312249999988133 48.812750000011881 46.030999999988133 20.434922680412374 44.46899999999733 38.281500000000968 42.282999999999454 29.046499999987649 8.6879999999973752 14.031500000011876 18.640750000000484 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 8 10 -9 11 12 20 14 15 17 -15 18 19 -11 22 -22 23 -1 right_child=-2 -3 -4 -5 -6 6 -8 9 -10 13 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=-1.0119836016479924e-06 -0.00076510427691731087 0.0007950905058762861 -0.00112110239847889 0.00049146855039107463 -0.00042671478425276431 0.00086182848637132172 -0.00024596679811873942 0.00081021341213418274 -0.0019530309184362235 1.3479917655761679e-05 -0.00056862817988862706 0.00052314712754156711 -0.00044556926237216061 -0.00051005937588357935 0.00044331072108170816 -0.00038667793698041587 0.00010869656269992424 0.00040704692883757179 0.00039917442548862564 -0.00020284105658005414 4.4427248640461153e-06 0.00035322161576677131 -0.00023244620451634405 0.00015803981529054711 leaf_weight=167757 33 38 21 20 21 23 20 33 23 12385 20 25 24 23 30 29 24 29 21 32 35 20 25 21 leaf_count=167757 33 38 21 20 21 23 20 33 23 12385 20 25 24 23 30 29 24 29 21 32 35 20 25 21 internal_value=0 2.13152e-08 -1.45859e-07 -1.52588e-08 -6.98917e-08 -2.00781e-08 0.000346064 -1.02693e-07 -1.30392e-06 1.5899e-05 -1.03619e-06 -9.68344e-07 -1.04662e-06 1.38106e-05 1.45914e-05 1.35592e-05 -0.000193604 1.44931e-05 1.35749e-05 1.29199e-05 -9.82845e-07 0.000131862 -1.02657e-06 -9.91891e-07 internal_weight=0 180699 180661 180640 180620 180599 43 180556 167950 12606 167927 167907 167882 12573 12526 12496 47 12467 12438 12417 167858 55 167803 167778 internal_count=180732 180699 180661 180640 180620 180599 43 180556 167950 12606 167927 167907 167882 12573 12526 12496 47 12467 12438 12417 167858 55 167803 167778 is_linear=0 shrinkage=0.01089 Tree=849 num_leaves=42 num_cat=0 split_feature=31 65 29 64 21 18 21 21 22 18 37 56 31 38 56 56 22 19 33 25 58 29 40 25 45 43 29 22 39 29 22 18 7 40 21 21 28 33 40 21 39 split_gain=0.202404 0.333636 0.17875 0.0290327 0.783424 0.172284 0.0585203 0.0801902 0.045656 0.0563984 0.022967 0.0215297 0.0188879 0.0239246 0.0268033 0.0456478 0.0232914 0.0450374 0.0201568 0.0316615 0.0213336 0.0166198 0.0504687 0.0239532 0.0529389 0.0285868 0.0240602 0.0556564 0.0171402 0.0116284 0.00977813 0.00768163 0.0383709 0.00360037 0.00610614 0.00414589 0.00240527 0.00213575 0.00362087 0.00208565 0.000574437 threshold=55.745571428573136 66.219000000002794 60.297000000000487 5.9369999999908041 5.4047706819994694 7.6324999999997098 3.3640605115116764 2.3857782797104057 52.76599999999781 53.085999999999338 38.079346153846238 14.31199999999904 43.000000000000007 37.655999999988133 17.398500000002972 13.188000000012837 49.406000000002685 48.812750000011881 4.0069860962789567 47.412250000003048 8.83550000000014 49.281500000011881 8.9925000000002928 40.836000000000702 14.092845197663474 25.416880000000095 45.156499999999149 36.969000000011881 15.826648028930128 44.28149999999733 38.586000000012071 20.210999999999334 0.43301270189221946 9.0630000000128366 0.39774756441743303 0.72372379054620906 9.4380000000128366 1.6066459131635866 8.5625000000000018 1.5411392295872108 0.43800783426159101 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 6 -5 7 10 9 12 11 31 16 -14 15 18 17 21 -15 20 -20 23 -23 26 -25 -26 29 -28 -27 30 -7 33 -33 34 36 -36 37 40 -39 -37 -1 right_child=1 -3 -4 5 -6 8 -8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 25 28 27 -29 -30 -31 -32 32 -34 -35 35 39 -38 38 -40 -41 -42 leaf_value=-1.0316617511841626e-06 0.00021364533471931259 -0.0017258417044453804 0.00085464958998683106 0.00080139586029391737 -0.0019280908842810507 1.2497278156946743e-05 -0.00055001133617623744 0.00059228182120913374 -0.00037886964373622973 0.00046433553313264406 -0.00036982999367717869 0.00028589394088645881 0.00042176134754019719 0.00031554660863311894 0.00032908013495903905 -0.00044262710184724084 -0.00035907597817488374 0.00050468956783606951 -4.7288388414493967e-05 -0.00037683242323425202 0.0004110185880712373 9.2545073801821021e-05 -0.00055509921403683999 -0.00016074278609796796 0.00071267598501716502 0.00044148400351452452 6.9743934046058746e-05 -0.00058696639174490547 0 0.00021649155317880471 -0.00012680572812844617 -0.00042767301101180296 0.00016913962776088349 -0.00014701475596979086 0.00022897455938191363 -1.3050958837139395e-05 -0.00011482042680421632 0.00018360310895397026 -4.6389483775045193e-06 0.00013071397955449919 1.8813036215252505e-05 leaf_weight=167462 21 21 29 33 25 12043 23 27 35 33 20 31 27 33 37 23 20 22 30 20 20 35 24 34 20 20 37 26 22 33 60 26 25 20 21 29 22 20 30 20 173 leaf_count=167462 21 21 29 33 25 12043 23 27 35 33 20 31 27 33 37 23 20 22 30 20 20 35 24 34 20 20 37 26 22 33 60 26 25 20 21 29 22 20 30 20 173 internal_value=0 -0.000755821 5.85568e-08 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split_feature=24 27 41 23 65 62 52 21 24 34 24 19 27 40 24 21 55 2 24 43 45 43 26 23 29 26 21 26 21 51 51 12 2 2 5 split_gain=0.180472 1.05176 0.343262 0.0651278 0.165351 0.0382013 0.0289115 1.19049 0.136735 0.0254632 0.062691 0.0277138 0.055933 0.0634253 0.0503921 0.00989857 0.0314881 0.0364002 0.030053 0.0248465 0.0180511 0.014429 0.0126325 0.0186714 0.0519261 0.019111 0.00774311 0.0014609 0.00125362 0.000325641 0.000444093 1.18326e-06 4.30596e-06 1.09738e-05 7.7893e-08 threshold=58.65649999999733 4.4158278203573138 66.922000000002313 57.062500000000007 65.140499999999534 11.492249999997325 5.9369999999908041 0.57487781310280595 7.6324999999997098 50.155999999988133 54.156499999999149 48.812750000011881 2.0530466195608441 9.0629999999982847 50.780999999988133 6.0100540866782692 11.60341752577332 2.5000000000000004 48.061999999987172 16.110599999999508 6.1900580073530671 31.317500000000006 49.547000000005944 44.687499999989093 49.281500000011881 36.578000000001346 0.088034794260225591 9.1017500000007221 0.043840620436066367 8.8690827860328287 0.75813198903577184 -0.9330127018922193 4.5000000000000009 3.5000000000000004 -0.20298171012663577 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 5 -5 6 7 26 -8 10 11 15 -13 14 -14 18 -17 -18 22 20 -19 -21 23 25 -25 -10 27 28 29 30 31 32 33 -1 -34 right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12 12 13 -15 -16 16 17 19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 34 -35 -36 leaf_value=-8.8324478001042019e-07 -0.0010888997385834576 0.0022462895936570188 -0.0013596393683480191 0.001139217737496676 -0.00025965083782578758 0.00047563211897925736 0.00069500867161240685 -0.0026566388806586131 1.0268232250382419e-05 0.00031568866792520083 -0.0004926895379698549 -0.0002793100785454256 -0.00018763971946917794 0.00080432456579378957 0.00042413534989666667 -0.00031384677632925642 0.00052233200270574321 9.1445020950794623e-05 -0.00033913169834049904 -2.1895170258863837e-07 0.00050341722023482542 0.00026887754058978745 0.00028506550335158322 5.1501432632182419e-05 -0.00044258868024882374 9.4771548203789863e-05 0.0001683346246195101 -8.7778008303929659e-05 7.4559696290391855e-05 -4.4967198774177082e-05 4.4837030293021365e-05 -1.0303447835163945e-06 -8.9118899621837509e-07 1.072110142195602e-06 -1.0443992409484773e-06 leaf_weight=1342 21 24 22 20 20 20 35 20 12125 33 29 24 30 23 34 24 22 27 29 255 24 26 20 68 40 326 32 23 26 20 25 154348 4643 446 6514 leaf_count=1342 21 24 22 20 20 20 35 20 12125 33 29 24 30 23 34 24 22 27 29 255 24 26 20 68 40 326 32 23 26 20 25 154348 4643 446 6514 internal_value=0 0.000689473 -9.66709e-08 6.88645e-08 0.000439325 -2.82933e-08 -8.11684e-08 -1.30431e-06 1.54391e-05 1.36284e-05 1.28663e-05 1.39887e-05 0.000185333 0.000313865 0.000136966 1.25217e-05 6.74444e-05 9.33901e-05 1.08727e-05 6.48513e-05 0.000285986 2.45995e-05 1.16824e-05 1.12443e-05 -0.00013129 1.24831e-05 -9.86604e-07 -1.01916e-06 -1.00706e-06 -1.01898e-06 -1.01355e-06 -1.02058e-06 -9.0196e-07 -3.80007e-07 -9.83124e-07 internal_weight=0 45 180715 180693 40 180653 180633 167439 13194 13159 13126 13097 111 87 64 12986 378 354 12608 332 51 281 12579 12559 108 12451 167419 167387 167364 167338 167318 167293 12945 1788 11157 internal_count=180760 45 180715 180693 40 180653 180633 167439 13194 13159 13126 13097 111 87 64 12986 378 354 12608 332 51 281 12579 12559 108 12451 167419 167387 167364 167338 167318 167293 12945 1788 11157 is_linear=0 shrinkage=0.01089 Tree=851 num_leaves=38 num_cat=0 split_feature=18 62 47 32 23 65 62 52 56 18 34 18 19 39 49 56 39 22 19 32 32 12 32 51 39 34 34 47 25 10 23 55 18 1 0 12 0 split_gain=0.176563 1.0371 0.191735 0.166644 0.0637131 0.161776 0.0373729 0.0288561 0.971639 0.133704 0.0248825 0.0613775 0.0270564 0.0945796 0.0349109 0.0542695 0.0256102 0.0133612 0.0121936 0.0238967 0.0336142 0.0657462 0.0154146 0.00759157 0.0153116 0.00303246 0.00537023 0.00727676 0.00339877 0.00296475 0.00240312 0.000469952 7.31167e-05 1.53416e-06 2.2534e-05 0.00015428 1.6464e-07 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 9.6175000000002928 57.062500000000007 65.140499999999534 11.492249999997325 5.9369999999908041 9.1872500000026793 7.6324999999997098 50.155999999988133 54.156499999999149 48.812750000011881 16.106744873648591 23.563142857142804 14.929999999999383 20.562893249787304 46.030999999988133 29.843750000000004 8.9375000000000018 9.9379999999973752 0.25000000000000017 14.280999999988127 8.3312060572485489 1.1229169110601178 26.687999999998286 25.594000000011878 38.586000000012071 27.846375000000084 -0.52625006705264832 9.109499999998663 9.1936237113402068 8.3129999999982847 5.5000000000000009 21.500000000000004 -0.9330127018922193 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 2 2 2 2 2 2 2 left_child=2 -2 4 -4 6 -6 7 8 23 -9 11 12 17 -14 -15 16 -16 18 25 -20 21 -21 -22 24 30 26 28 -28 -11 -27 31 32 33 -1 36 -36 -35 right_child=1 -3 3 -5 5 -7 -8 9 -10 10 -12 -13 13 14 15 -17 -18 -19 19 20 22 -23 -24 -25 -26 29 27 -29 -30 -31 -32 -33 -34 34 35 -37 -38 leaf_value=-1.0224238539604593e-06 0.0021602386663451432 -0.0011648270960559128 -0.00010539447009247223 -0.0014524081588830097 0.0011268248096067705 -0.00025682623215981523 0.0004704579834324728 0.00068744460707427046 -0.0023424112855399883 1.0767748722371339e-05 0.00031225303826237755 -0.00048732807531271687 0.00086101060970003194 0.00034586918303365502 -6.1932945603474906e-05 0.00033766116309196957 -0.00060807113852395897 -0.00020616374874928489 0.00034901553644889512 0.00022856792030761573 0.00021178054051008662 -0.00051066990644162613 4.4655152287645661e-05 -0.0002130444492108528 0.00022670717611579131 -0.00015175478169302835 -5.2887045939656988e-06 0.00028360843460319222 -4.5826062438545082e-05 1.5462831889310817e-05 -0.00010371812541048081 3.944833706511677e-05 -2.1383737661215438e-05 -1.0508576038040083e-06 1.0928038808959238e-05 -6.5680630879749435e-07 -9.1878146191304083e-07 leaf_weight=143370 25 20 24 20 20 20 20 35 21 11819 33 29 20 29 20 21 21 33 31 24 72 35 732 20 35 27 21 20 127 23 27 34 21 15931 147 1860 5973 leaf_count=143370 25 20 24 20 20 20 20 35 21 11819 33 29 20 29 20 21 21 33 31 24 72 35 732 20 35 27 21 20 127 23 27 34 21 15931 147 1860 5973 internal_value=0 0.000681964 -9.56138e-08 -0.000718707 7.93256e-08 0.000434538 -1.67813e-08 -6.90879e-08 -1.29012e-06 1.54502e-05 1.36566e-05 1.29021e-05 1.40145e-05 0.000183314 3.38991e-05 -0.000111644 -0.000342507 1.25625e-05 1.31231e-05 5.19335e-05 4.12216e-05 -0.00020952 5.96612e-05 -9.95998e-07 -9.70471e-07 1.02383e-05 1.05933e-05 0.000135036 1.01637e-05 -7.43072e-05 -1.01828e-06 -1.00153e-06 -1.00992e-06 -1.00719e-06 -9.14718e-07 1.78021e-07 -1.01611e-06 internal_weight=0 45 180715 44 180671 40 180631 180611 167439 13172 13137 13104 13075 111 91 62 41 12964 12931 894 863 59 804 167418 167398 12037 11987 41 11946 50 167363 167336 167302 167281 23911 2007 21904 internal_count=180760 45 180715 44 180671 40 180631 180611 167439 13172 13137 13104 13075 111 91 62 41 12964 12931 894 863 59 804 167418 167398 12037 11987 41 11946 50 167363 167336 167302 167281 23911 2007 21904 is_linear=0 shrinkage=0.01089 Tree=852 num_leaves=35 num_cat=0 split_feature=32 41 18 29 62 64 56 27 18 41 27 26 50 29 47 18 28 28 27 52 0 28 33 28 27 32 49 40 23 33 46 43 18 50 split_gain=0.212201 0.582799 0.0715139 0.0743996 0.0365689 0.0271588 0.260221 1.17373 0.126839 0.053566 0.0460579 0.0338313 0.0584981 0.0260251 0.0339372 0.0146745 0.0143963 0.0238023 0.0121533 0.0150371 0.0109912 0.00814087 0.0426076 0.0294262 0.00670138 0.00477829 0.00457404 0.0041259 0.00206333 0.000768274 0.00362057 0.000523236 0.00017823 0.000154459 threshold=59.664000000004314 66.922000000002313 58.65649999999733 58.297500000011503 11.492249999997325 5.9369999999908041 9.2969999999997999 2.3423112952835532 7.6324999999997098 11.640499999999976 20.633713879283018 51.464749999999192 13.860000000000356 53.155999999988133 54.796999999998668 50.780999999988133 45.515499999999527 43.835500000002874 2.0530466195608441 8.8755000000001036 12.500000000000002 41.650499999985193 11.177739218710256 38.772999999999236 1.3825216921126293 9.9379999999973752 13.064408163265362 8.8744999999998999 11.640499999999976 0.066882982436812066 4.2889999999988513 8.6225000000000023 9.109499999998663 9.0629999999991941 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 15 9 -7 -8 11 13 -13 16 -15 18 17 21 24 20 -20 23 -23 -10 28 -11 -21 -26 29 32 -31 -32 33 -1 right_child=-2 -3 -4 -5 -6 8 7 -9 10 25 -12 12 -14 14 -16 -17 -18 -19 19 26 -22 22 -24 -25 27 -27 -28 -29 -30 30 31 -33 -34 -35 leaf_value=-9.9830096644406565e-07 -0.0011210138436352991 0.0017327635113234469 -0.00050678464831428944 0.00050925902445493739 0.00046534012645543652 0.00066975795455219 0.0006013257267964262 -0.0028354374795463684 1.1515844263331289e-05 2.5829660107401906e-05 0.00040786107684324669 0.00018867117598384128 -0.00054556262158075722 3.7213551630673998e-05 0.00056794838179434243 -0.00029576762446118719 -0.00021812518283209105 0.00031434377833255864 0.00040970384918810685 8.0344695892293946e-05 7.714159836525494e-05 0.00016315069662319422 -0.00049560889630184397 0.00022931864908007807 -0.00024089308118747401 -0.00020333168099351736 -0.00012927186666530769 -2.8401091841147719e-05 9.7916933213160803e-05 0.00015224471497373804 5.0606988371621407e-05 -4.2333387278810838e-06 -3.201526649659323e-05 1.5894546018036412e-05 leaf_weight=167226 20 23 33 34 20 35 20 21 12300 23 35 21 33 38 23 20 32 31 26 28 22 26 21 74 22 20 22 22 25 22 24 143 22 64 leaf_count=167226 20 23 33 34 20 35 20 21 12300 23 35 21 33 38 23 20 32 31 26 28 22 26 21 74 22 20 22 22 25 22 24 143 22 64 internal_value=0 1.77457e-07 -4.33318e-08 4.92221e-08 -4.66226e-08 -9.84141e-08 -1.25955e-06 -0.000607153 1.5276e-05 0.000135874 1.34596e-05 1.23611e-05 -0.000259553 1.35341e-05 0.000237908 -9.558e-07 1.24352e-05 1.30303e-05 -9.20432e-07 0.000120301 0.000257957 1.22755e-05 -0.000130691 1.2821e-05 -9.91506e-07 -8.01611e-05 -1.13488e-05 -0.000135341 -9.56037e-07 -9.70972e-07 2.09648e-05 3.48755e-06 -9.9592e-07 -9.91671e-07 internal_weight=0 180551 180528 180495 180461 180441 167772 84 12669 63 12634 12599 54 12545 61 167688 12484 12452 167668 98 48 12421 47 12374 167570 43 50 44 167526 167501 189 167 167312 167290 internal_count=180571 180551 180528 180495 180461 180441 167772 84 12669 63 12634 12599 54 12545 61 167688 12484 12452 167668 98 48 12421 47 12374 167570 43 50 44 167526 167501 189 167 167312 167290 is_linear=0 shrinkage=0.01089 Tree=853 num_leaves=31 num_cat=0 split_feature=32 41 18 18 41 62 46 57 18 39 28 20 22 27 44 22 21 3 7 15 10 10 0 1 0 12 0 0 13 13 split_gain=0.207609 0.570186 0.0699658 0.0599599 0.143328 0.0357807 0.0258489 1.56962 0.117011 0.0805746 0.0178609 0.0192822 0.0260458 0.0213108 0.0160557 0.029578 0.0105403 4.77105e-06 1.28461e-05 3.89954e-05 9.31046e-05 0.000547134 0.000667594 2.41801e-06 1.85746e-05 0.00014633 6.15246e-05 3.20161e-06 7.26138e-06 5.46489e-08 threshold=59.664000000004314 66.922000000002313 58.65649999999733 54.156499999999149 57.625500000009204 11.492249999997325 5.2884999999896545 1.7819538683605003 7.6324999999997098 1.1229169110601178 50.656000000002685 51.671999999999578 50.155999999988133 20.633713879283018 45.406000000002685 48.828500000001448 0.61871843353790756 1.5000000000000002 0.43301270189221946 1.0000000180025095e-35 0.43813463158589139 0.60896546470132462 8.5000000000000018 5.5000000000000009 21.500000000000004 -0.9330127018922193 22.500000000000004 22.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 9 -8 17 11 12 13 14 15 16 -10 18 -1 20 -20 22 -22 -19 29 26 -26 28 -27 -25 right_child=-2 -3 -4 4 -6 -7 8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 23 19 -21 21 -23 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666 70 817 162 5160 internal_value=0 1.75538e-07 -4.28471e-08 4.86979e-08 0.000344187 -6.56254e-08 -1.16865e-07 -1.27856e-06 1.45111e-05 -9.13132e-07 1.28221e-05 1.33962e-05 1.27254e-05 1.33539e-05 1.28104e-05 1.33059e-05 1.25604e-05 -1.00205e-06 -1.18924e-06 -1.68643e-06 -3.45272e-06 -7.58214e-06 -3.13334e-05 -9.82039e-07 -8.65179e-07 1.85005e-07 1.08028e-05 -7.14845e-07 -1.96795e-07 -9.61808e-07 internal_weight=0 180551 180528 180495 60 180435 180415 167143 13272 167123 13236 13209 13175 13153 13133 13111 13084 167100 16005 4564 1130 413 90 151095 21495 1787 142 1645 828 19708 internal_count=180571 180551 180528 180495 60 180435 180415 167143 13272 167123 13236 13209 13175 13153 13133 13111 13084 167100 16005 4564 1130 413 90 151095 21495 1787 142 1645 828 19708 is_linear=0 shrinkage=0.01089 Tree=854 num_leaves=71 num_cat=0 split_feature=32 41 24 29 24 27 40 24 41 43 31 32 33 24 27 23 31 61 40 29 0 10 66 12 66 12 9 10 17 8 12 10 66 12 5 17 9 5 17 9 0 9 9 66 6 10 8 12 0 10 8 10 9 17 0 6 6 10 9 17 0 0 12 10 6 0 10 9 5 9 split_gain=0.203089 0.527575 0.15902 0.0747148 0.025132 0.705959 0.155719 0.0237335 0.0913695 0.0261214 0.0189219 0.0214496 0.0449127 0.0147622 0.00727291 0.0392009 0.0238185 0.0109443 0.0280708 0.0154213 1.67286e-05 0.000103746 0.000553141 0.00101243 2.13416e-05 8.28503e-05 0.000112151 0.00043391 4.97054e-05 3.12253e-05 0.000102046 7.56165e-06 4.11046e-05 0.000158323 0.000624886 0.0018238 0.00460088 4.14895e-05 0.000136618 0.000356808 1.60876e-05 7.99556e-05 9.20984e-06 3.67081e-06 8.12683e-06 0.000112764 0.000359311 6.05123e-06 1.93765e-05 3.67929e-05 5.96573e-06 3.10293e-06 6.22238e-06 2.08218e-05 3.08577e-05 1.09367e-06 1.05084e-06 1.9301e-06 9.82416e-07 1.51178e-06 9.49869e-07 7.19952e-07 5.33947e-07 2.48205e-06 3.10167e-07 2.88754e-07 2.74544e-07 1.66564e-07 4.97465e-08 1.72548e-08 threshold=59.664000000004314 66.922000000002313 58.65649999999733 58.297500000011503 7.6324999999997098 0.072168783651279989 5.2884999999896545 54.156499999999149 56.632499999999716 34.388440000000053 52.299071428571814 50.703000000004984 6.0908462498123086 51.437500000000007 2.0956881725732672 46.141000000010543 34.773428571428155 23.228829015544047 8.953500000000675 50.906500000011881 21.500000000000004 0.98976497062624735 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.68301270189221952 0.61132034890850739 -0.52625006705264832 1.0000000180025095e-35 0.75000000000000011 -0.9330127018922193 -0.81655236941868636 1.0000000180025095e-35 -0.68301270189221952 -0.91507307026059792 1.0000000180025095e-35 0.25033082153100911 -0.57533594718074299 1.0000000180025095e-35 0.25033082153100911 11.500000000000002 0.43982890882219988 0.25033082153100911 1.0000000180025095e-35 0.98145864367389979 -0.68543205262022666 -0.5 -0.9330127018922193 2.5000000000000004 0.8698606264137535 0.75000000000000011 0.60896546470132462 0.68808263497567124 1.0000000180025095e-35 22.500000000000004 -0.67619580640964327 0.5713090904749033 0.60896546470132462 0.34685948904333835 1.0000000180025095e-35 22.500000000000004 10.500000000000002 -0.9330127018922193 0.60896546470132462 -0.95394862377089173 18.500000000000004 0.8698606264137535 0.43982890882219988 -0.91507307026059792 0.15123342103804641 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 20 -6 9 -9 10 11 13 -13 14 15 16 -8 19 -19 -16 31 24 -23 -24 51 26 29 -28 -29 66 -31 32 68 34 35 67 -37 38 -36 -40 42 -42 -39 -33 47 46 -46 48 49 50 -45 -22 58 -54 -55 61 65 -58 -53 -60 -32 -49 63 -47 -35 -50 -26 -34 -1 -68 right_child=-2 -3 -4 -5 6 -7 7 8 -10 -11 -12 12 -14 -15 17 -17 -18 18 -20 -21 21 22 23 -25 25 -27 27 28 -30 30 60 43 33 64 37 36 -38 40 39 -41 41 -43 -44 44 45 62 -48 55 56 -51 -52 52 53 54 -56 -57 57 -59 59 -61 -62 -63 -64 -65 -66 -67 69 -69 -70 -71 leaf_value=-8.5853341533398573e-07 -0.0010967567992053394 0.0016138750043305664 -0.00077974105567761576 0.00051797627782114376 0.00073952394308894641 -0.0020460002102924376 7.7367475100287141e-06 -0.00071424058731720517 0.00027825472841768649 0.0003968518535290095 0.00026915306836251818 -0.00051001106195126507 0.0001698235624477994 0.00023611800782653885 2.9394842904695962e-05 -0.0004311819706231418 0.00018970479531406567 -0.00032219144483895624 3.216403113394089e-05 0.00019950137991522058 -1.0595469479722004e-06 -1.2689519338710235e-06 9.6352220596456468e-05 -1.3234912191394872e-06 -1.4324130757217838e-06 -9.3806823386781281e-07 4.605551292402875e-05 -1.5454502316002521e-06 1.2819602505693912e-05 2.4398566171449661e-05 8.5863344727667242e-07 -1.0011805767783368e-06 -5.5380474150519918e-07 -1.4566732490782296e-06 -6.6366291138900382e-07 0 -0.00020312769227623362 -9.313579963569079e-07 -1.6563615009019226e-07 -5.2094708762266663e-05 -1.5930585178228394e-06 1.7355369757410036e-05 -3.7704308048229398e-06 -7.6492252097854522e-07 5.1206826577481649e-05 -1.7788993946647309e-06 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167455 13913 274 51 13639 2402 568 171 137 397 110 153542 30116 5231 1247 176 56 1071 229 70 842 174 668 123426 21890 989 77 20901 1525 146 120 11237 2965 383 114 19376 1379 218 2582 751 84 5526 912 65 3984 1161 287 120 24885 55 internal_count=180935 180915 180891 180860 180827 167475 13352 13317 44 13273 13252 13218 47 13171 13136 10594 10570 2542 130 2412 167455 13913 274 51 13639 2402 568 171 137 397 110 153542 30116 5231 1247 176 56 1071 229 70 842 174 668 123426 21890 989 77 20901 1525 146 120 11237 2965 383 114 19376 1379 218 2582 751 84 5526 912 65 3984 1161 287 120 24885 55 is_linear=0 shrinkage=0.01089 Tree=855 num_leaves=32 num_cat=0 split_feature=32 41 18 23 18 29 45 21 18 28 19 65 21 28 21 29 18 18 22 2 57 44 22 18 19 21 12 62 33 29 44 split_gain=0.198694 0.516157 0.155577 0.0734708 0.0373421 0.0348557 0.0356772 0.06406 0.0521433 0.0333349 0.0343128 0.0223596 0.805208 0.131358 0.0733677 0.0259826 0.0532409 0.0515177 0.036262 0.031532 0.0307712 0.0246729 0.0375039 0.0211014 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internal_value=0 9.75255e-08 -1.14289e-07 1.78241e-08 -7.14547e-08 -2.42617e-09 0.000166477 5.70576e-05 0.00042681 -1.39914e-07 -7.74727e-08 -1.38826e-07 -9.57938e-07 1.77908e-05 -6.98327e-07 1.49948e-05 -0.000160266 -0.000415392 1.72353e-05 0.000207501 0.000118634 1.43178e-05 1.55295e-05 0.000195786 0.000319704 -6.21726e-07 0.000166512 8.92748e-05 -6.83883e-07 -6.596e-07 -5.2605e-05 internal_weight=0 180915 180891 180860 180830 180795 149 105 44 180646 180614 180584 172696 7888 172675 7857 99 49 7758 117 94 7641 7612 83 55 172655 64 50 172591 172566 40 internal_count=180935 180915 180891 180860 180830 180795 149 105 44 180646 180614 180584 172696 7888 172675 7857 99 49 7758 117 94 7641 7612 83 55 172655 64 50 172591 172566 40 is_linear=0 shrinkage=0.01089 Tree=856 num_leaves=43 num_cat=0 split_feature=29 34 18 23 23 34 22 53 55 52 18 22 9 37 53 7 55 18 34 35 37 55 18 45 34 47 34 22 26 29 32 23 28 55 28 26 29 12 8 10 9 10 split_gain=0.166875 0.0762006 0.0920624 0.0548697 0.0310962 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50 23 9 27 49 37 43 23 46 31 57 46 19 27 24 24 55 55 19 50 57 25 29 19 27 58 27 43 26 29 24 49 25 50 31 37 24 57 58 40 47 25 55 62 split_gain=0.163264 0.0557311 0.250824 0.124021 0.106591 0.0585376 0.0325535 0.0461041 0.125442 0.0517794 0.0398547 0.0372907 0.0249511 0.0352524 0.0334247 0.0237162 0.0508035 0.0760538 0.0240124 0.018961 0.0179069 0.0170287 0.0163552 0.0148679 0.0111976 0.0180466 0.00912688 0.0417009 0.0435328 0.0365191 0.030982 0.0119295 0.023044 0.00940549 0.00779769 0.0192771 0.0190801 0.00722087 0.00804595 0.0997438 0.012624 0.00695502 0.00513016 0.00498843 0.0048538 0.00350738 1.69738e-05 threshold=65.827999999997715 52.299071428571814 58.65649999999733 9.342999999999849 55.969000000011881 -0.61132034890850717 2.0530466195608441 9.044642857142895 9.2121538461538339 8.9275199999998609 47.313000000009204 7.6324999999997098 34.773428571428155 11.921741877182624 9.0625000000000018 48.812750000011881 2.9186839762473347 53.085999999999338 50.780999999988133 23.114128865979438 26.351479381443294 34.421750000001346 31.780999999988129 20.618872902128825 37.523499999999338 34.905999999988133 36.402500000007429 2.709035467268976 9.0620000000017189 3.0766657138431719 25.795859999999816 34.593499999995409 38.203500000010543 32.562000000001724 28.058520408163275 19.00749999999994 29.374999999998185 30.504428571428438 8.0889230769232849 7.6324999999997098 2.7592494261580165 8.4769999999987267 8.9690000000027812 66.922000000002313 29.047000000002303 9.6707474226804138 8.5940000000118761 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 10 9 -9 -8 12 -10 24 -14 19 20 -17 18 -18 -15 26 22 42 -23 25 37 31 30 29 -29 -28 34 -33 -34 36 -36 -13 38 40 -40 45 -39 -22 44 -41 46 -1 right_child=-2 3 -4 -5 5 -7 7 8 11 -11 -12 15 13 14 -16 16 17 -19 -20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31 -32 32 33 -35 35 -37 -38 41 39 43 -42 -43 -44 -45 -46 -47 -48 leaf_value=-9.4840797735512367e-07 0.00096001410638316663 0.00081984286479721907 -0.0009951955073434673 -0.00011316477996006584 0.00097875021487115518 0.00014373587664825329 0.00077805982869940413 -0.0008267399947721485 0.00048482780089571147 2.8999150286730131e-05 -0.00035294634232233571 3.2003125636293637e-05 -0.00019625526589709972 0.00074075967269796137 -3.2892627002207921e-05 0.00069276826395150667 8.7288782352089493e-05 -0.00049533785014807758 0.00057966860226250927 0.0002690656235622824 -0.00022739712442228872 -0.00049092871841799877 0.0002478262963228278 -8.721257341365974e-05 -0.00022630959532066744 0.00029205476944027585 0.00057236044714583973 -0.00035714290693218773 0.00041907250811857243 3.7755170612550997e-05 3.5850660266496809e-05 -0.00039547392847608836 5.8590138945623981e-05 -0.00015498753371417142 0.0001205650366130115 -0.0003067444435540351 0.00030894622872346616 1.7274494889115264e-05 0.00068234881867624718 7.2246747228487406e-06 -0.00026782226430450002 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20 20 36 29 21 10489 20 20 20 27 1813 34 20 22 666 29 21 20 24 34 183 42 199 34 7676 164 45 87 57 1297 343 80 106 126 924 1818 63 35 87 135 17229 379 528 756 5898 1069 911 112193 9120 887 541 65 74 276 71 2397 337 129 internal_value=0 -2.46619e-07 -1.69848e-07 -2.80922e-07 -0.00046014 -1.7887e-07 -2.37246e-07 -1.21709e-06 1.20963e-05 1.02707e-05 -0.000226003 1.09881e-05 1.14195e-05 1.09057e-05 6.99054e-06 2.67765e-05 4.57739e-05 -2.14278e-05 -2.33637e-06 -0.000344208 8.22327e-06 7.6132e-06 3.83544e-05 -9.22442e-07 -5.89053e-07 5.78806e-06 2.47363e-05 -7.19577e-07 -5.88012e-08 1.10248e-06 4.17682e-06 8.62586e-06 -6.56613e-07 -3.76925e-08 1.35658e-06 -9.16072e-07 -3.09727e-07 -9.52534e-07 -1.02368e-06 -1.78507e-06 -7.08402e-06 -6.94045e-07 7.90659e-08 -9.86618e-07 -6.92044e-07 -1.73299e-07 -1.01658e-06 -1.15485e-06 -1.63696e-06 -1.02156e-06 -9.35046e-07 -8.12841e-07 -9.01927e-07 -9.04623e-07 0 -9.43005e-07 -5.20667e-07 -7.1267e-08 -9.22512e-07 -7.87619e-07 -1.69787e-07 internal_weight=0 180697 180674 180652 40 180612 180576 167288 13288 13259 40 13219 13199 13172 10567 2605 1869 736 695 41 10533 10513 1847 167267 13924 275 76 13649 3239 1085 434 221 2154 712 263 449 213 153343 29943 1355 227 1128 222 28588 2725 907 25863 8634 1825 6809 123400 11207 10283 651 110 1442 1163 145 10410 2734 164 internal_count=180717 180697 180674 180652 40 180612 180576 167288 13288 13259 40 13219 13199 13172 10567 2605 1869 736 695 41 10533 10513 1847 167267 13924 275 76 13649 3239 1085 434 221 2154 712 263 449 213 153343 29943 1355 227 1128 222 28588 2725 907 25863 8634 1825 6809 123400 11207 10283 651 110 1442 1163 145 10410 2734 164 is_linear=0 shrinkage=0.01089 Tree=859 num_leaves=26 num_cat=0 split_feature=24 27 47 32 32 28 55 45 23 44 22 28 28 21 28 24 58 33 22 31 21 55 22 6 23 split_gain=0.2271 0.963668 0.189162 0.170719 0.0273812 0.0214368 0.0803806 0.0977843 0.0548633 0.0237706 0.0236996 0.0233947 0.0327251 0.0367114 0.0322986 0.051191 0.0386832 0.0263648 0.022399 0.0265134 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20 21 23 27 24 29 194 33 28 20 33 623 22 21 70 23 29 25 22 24 20 35 21 3800 116 1351 515 27 20 21 1086 23 23 29589 internal_value=0 -1.57603e-07 -7.46141e-08 -1.49333e-07 -0.000262286 -7.36426e-08 -1.40137e-07 -7.82924e-07 2.10828e-05 1.94349e-05 1.7983e-05 2.0118e-05 0.000265944 1.81662e-05 1.9609e-05 -0.00011455 2.18082e-05 1.69247e-05 0.000130517 3.01211e-05 -4.96692e-07 1.09471e-05 8.21172e-06 6.74056e-06 0.00016856 5.73821e-06 3.75748e-05 4.87252e-06 -1.83706e-05 -8.10219e-07 -8.00737e-07 6.86694e-06 -8.88838e-07 -3.12731e-05 4.62151e-06 5.23075e-06 -4.31815e-06 5.39047e-06 6.03662e-06 -8.53657e-07 -2.51166e-05 -8.43397e-07 6.786e-06 3.11899e-06 5.29734e-06 -8.94082e-07 internal_weight=0 180628 180604 180581 52 180529 180504 175199 5305 5277 5253 5222 41 5181 5160 83 5077 4859 218 56 175177 4669 4641 4599 42 4566 120 4446 99 170508 170483 1933 168550 194 1911 4423 174 1890 1866 168356 70 168286 1107 50 139 167179 internal_count=180649 180628 180604 180581 52 180529 180504 175199 5305 5277 5253 5222 41 5181 5160 83 5077 4859 218 56 175177 4669 4641 4599 42 4566 120 4446 99 170508 170483 1933 168550 194 1911 4423 174 1890 1866 168356 70 168286 1107 50 139 167179 is_linear=0 shrinkage=0.01089 Tree=865 num_leaves=36 num_cat=0 split_feature=34 47 32 47 19 18 29 18 32 18 43 19 43 27 34 18 27 32 34 2 19 43 27 19 27 37 47 49 49 52 18 65 52 49 43 split_gain=0.0987444 0.535479 0.160594 0.0860885 0.165365 0.0787744 0.0354576 0.0395503 0.0545195 0.0364345 0.0344576 0.0609688 0.021112 1.45528 0.163443 0.0335789 0.0301738 0.012946 0.0182644 0.02768 0.0180231 0.0103081 0.0178254 0.0137998 0.0053938 0.00520221 0.00474929 0.0033618 0.00189598 0.00172815 0.00118038 0.0160231 0.00294713 0.00125857 0.000913071 threshold=52.000000000000007 68.312500000000014 56.867000000000196 66.218500000000873 31.328249999998665 58.65649999999733 54.405999999988133 54.156499999999149 14.171999999988659 48.83649999999944 32.625000000000007 31.781249999998185 9.1143799999999491 2.3423112952835532 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11.351500000000671 10.510500000000322 11.007500000003349 0.70746033457335433 9.6913749999998817 8.1879999999973752 1.9099182573938338 0.27046834382036955 8.8074799999995239 5.9369999999908041 9.9395000000000113 10.324742268041236 9.5761010362694332 8.1992500000000081 7.6714999999885558 0.054447222153452983 8.4375000000000018 0.044194173821586781 9.0595979381443588 0.59457746412323442 9.4683834196891166 -0.68301270189221952 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 20 -6 -8 11 10 -10 14 -13 -14 15 16 19 18 -18 22 28 27 23 -9 -24 -23 31 -22 29 33 -31 -27 -33 34 43 37 -37 -35 41 40 -40 -39 -43 45 49 47 -47 48 -1 -45 right_child=-2 2 -4 -5 6 -7 7 8 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 21 25 24 -25 -26 26 -28 -29 -30 30 -32 32 -34 35 -36 36 -38 38 39 -41 -42 42 -44 44 -46 46 -48 -49 -50 -51 leaf_value=-8.6983657408773718e-07 0.00074429417871391612 -0.0016531179880776817 1.7511604822426109e-05 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8.4786935704178782e-08 4.6299314655324554e-05 -2.3607513057555455e-05 1.5369722559248235e-05 1.6511346811685776e-06 leaf_weight=167324 26 21 20 26 32 20 23 8025 23 37 27 24 23 20 34 31 27 25 21 34 20 39 2346 56 82 32 20 20 24 26 20 21 27 34 22 24 22 20 34 20 24 20 1760 22 20 29 23 39 33 21 leaf_count=167324 26 21 20 26 32 20 23 8025 23 37 27 24 23 20 34 31 27 25 21 34 20 39 2346 56 82 32 20 20 24 26 20 21 27 34 22 24 22 20 34 20 24 20 1760 22 20 29 23 39 33 21 internal_value=0 -1.981e-07 -0.000837914 -7.74943e-09 -7.04677e-08 -1.01082e-06 1.45858e-05 1.22539e-05 1.1274e-05 0.00013335 -0.000262304 1.0283e-05 -0.000179639 8.17714e-05 1.14773e-05 1.04757e-05 1.12492e-05 0.000138148 -9.70656e-05 1.03676e-05 -7.2031e-07 7.29456e-05 1.12051e-05 6.08031e-06 2.82503e-05 3.17995e-05 -4.72761e-06 0.000215144 -7.98249e-07 -8.1234e-07 -6.55087e-05 3.4467e-05 6.90811e-05 -7.9461e-07 -8.89941e-07 7.34806e-06 -4.56681e-05 8.63853e-06 7.78176e-06 3.26666e-05 1.1959e-05 6.68766e-06 6.10817e-06 -8.72407e-07 -2.02395e-05 -8.64952e-07 2.10686e-05 -8.71934e-07 -8.66467e-07 -3.9126e-06 internal_weight=0 180717 41 180676 180650 169760 10890 10858 10835 87 50 10748 67 43 10681 10647 10616 73 48 10543 169740 179 10509 8081 2428 139 100 40 169561 169537 46 80 48 169491 167533 1958 46 1912 1878 78 58 1800 1780 167511 63 167448 52 167396 167357 43 internal_count=180743 180717 41 180676 180650 169760 10890 10858 10835 87 50 10748 67 43 10681 10647 10616 73 48 10543 169740 179 10509 8081 2428 139 100 40 169561 169537 46 80 48 169491 167533 1958 46 1912 1878 78 58 1800 1780 167511 63 167448 52 167396 167357 43 is_linear=0 shrinkage=0.01089 Tree=867 num_leaves=40 num_cat=0 split_feature=29 36 44 28 19 21 62 21 43 38 36 44 64 21 23 36 46 38 44 21 23 25 64 50 21 31 19 26 19 47 44 23 59 21 52 26 65 41 34 split_gain=0.131049 0.130882 0.0398018 0.0338847 0.0428638 0.196831 0.0447254 0.0265931 0.857401 0.0256555 0.0454735 0.0395389 0.0315314 0.0200245 0.240601 0.0714661 0.063509 0.01875 0.0125935 0.0125347 0.0158296 0.0175038 0.00985802 0.00827776 0.0100609 0.00655086 0.00573888 0.00479125 0.00336179 0.00261496 0.00267079 0.0287904 0.0243032 0.00098964 0.00124589 0.00111409 9.86562e-05 0.000163919 5.19676e-05 threshold=65.827999999997715 58.65649999999733 49.250000000000007 51.437500000000007 51.671999999999578 2.3857782797104057 9.0940000000005075 5.6123065222685531 10.493140000000041 8.9070000000001546 45.156499999999149 23.843500000000862 8.9369999999989904 0.077781745932218052 7.8829999999998117 7.9369999999989895 5.9369999999908041 52.155999999988133 18.390499999999523 5.2591066850852384 52.320500000011641 49.187499999998188 8.8825000000033487 29.327999999998614 15.865708402873162 38.806928571428479 23.078000000001342 25.15649999999869 16.570249999999763 66.219000000002794 8.1560000000026793 7.6955000000116351 18.233999999999927 0.056922095884251442 4.2889999999988513 10.054249999988317 16.656000000002681 9.0620000000035379 8.0620000000026284 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 13 -9 11 12 18 22 27 -15 -16 -17 19 -10 20 21 -18 23 24 25 -11 -25 28 29 30 32 -32 36 34 -33 -35 38 -38 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 31 33 -34 35 -36 -37 37 -39 -40 leaf_value=-8.5857825406340753e-07 0.00088090938478852833 -0.00066585900769004281 0.00041786198460685276 -0.00037220148273227344 -0.00058052852396357595 0.00097335661085795773 0.0001466203484286667 -0.0022305864487929747 0.00019238314092985195 2.5168364958078573e-05 -0.00050484126104501038 0.00060999597713065439 0.00030808895894761861 0.0010845514359519286 -0.00048317611807504473 0.00048652545287848647 1.4524367643060155e-05 -0.00028272266418360613 -0.00016495705487614074 0.00023089254043667947 -0.00022663408257830612 0.00023005693150922614 -0.00024351644458776902 4.9109791470227877e-06 -0.00023569507991924953 -0.00014553529603788588 0.00026405174305803888 -0.00014058434296540179 0.00013389441261953583 -0.00012511652014321402 0.00040876069956969935 6.6497422145326898e-05 -0.000354713181827092 -8.0916601335973277e-06 5.4615632601254384e-06 -8.1869283536764107e-05 -1.0918358225322941e-06 3.2476035580151562e-05 -1.5009318182481374e-05 leaf_weight=167247 20 35 27 29 20 28 20 21 28 159 21 21 39 25 34 34 6351 25 20 32 32 45 22 20 25 32 21 29 22 20 21 40 23 192 5835 28 41 28 31 leaf_count=167247 20 35 27 29 20 28 20 21 28 159 21 21 39 25 34 34 6351 25 20 32 32 45 22 20 25 32 21 29 22 20 21 40 23 192 5835 28 41 28 31 internal_value=0 -1.87514e-07 -5.83398e-08 -1.21001e-07 -6.10672e-08 0.000273257 -0.000216377 -1.64184e-07 -8.58002e-05 2.46356e-05 -1.42513e-05 0.000216035 1.80906e-05 3.96189e-08 1.86899e-05 1.46159e-05 1.7218e-05 1.47516e-05 4.29077e-05 1.5908e-05 1.48327e-05 1.60459e-05 -2.23679e-05 -3.31062e-06 -3.03456e-05 -3.29924e-06 0.000138385 -6.67091e-07 -6.43531e-07 -6.60766e-07 -6.46243e-07 6.42157e-06 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8.18483e-05 0.000277675 7.6106e-06 5.01834e-06 9.31282e-07 5.66105e-06 2.16279e-05 7.44496e-08 3.43887e-06 threshold=63.020999999997009 66.922000000002313 56.64099999999781 55.805000000011212 50.155999999988133 44.312500000000007 14.929999999999383 40.562500000000007 18.104557884972532 7.6324999999997098 0.072168783651279989 6.9060000000026784 22.438298489716363 48.828500000001448 46.030999999988133 17.316046391752554 22.464561855670105 44.46899999999733 41.650499999985193 21.500000000000004 0.98976497062624735 -0.68301270189221952 1.0000000180025095e-35 -0.68301270189221952 0.52828508881293679 0.81970999721622506 -0.81655236941868636 -0.68301270189221952 -0.91507307026059792 1.0000000180025095e-35 1.0000000180025095e-35 0.75000000000000011 2.5000000000000004 -0.68301270189221952 -0.68543205262022666 0.60896546470132462 0.68808263497567124 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 9 -9 10 19 -11 13 14 17 -16 -15 18 -13 26 23 22 -22 24 31 -26 27 28 29 -1 -30 -21 33 34 -28 -25 -37 right_child=-2 -3 -4 -5 -6 6 -8 8 -10 11 -12 12 -14 16 15 -17 -18 -19 -20 20 21 -23 -24 35 25 -27 32 -29 30 -31 -32 -33 -34 -35 -36 36 -38 leaf_value=-6.7206660182761732e-07 0.0012221081205477707 -0.0014896066079988983 0.00064920186627539958 -0.00046615032027057349 0.00038061763184461513 -0.0004685959959789911 0.00015547523530600382 -0.00012918329348539034 0.00075234464057287009 0.00076762559516075431 -0.0020327224880759896 1.1095369652530272e-05 -0.00020124156182613589 0.00052987694779291043 0.00014018439677926316 -0.00078400757648533492 -3.3469870386308208e-05 0.00033922731674989188 -0.00028961461464850131 -9.1273588844952877e-07 8.8752434314345345e-05 -1.1644451522670247e-06 -2.9945322986550287e-06 -8.7966215614657679e-07 4.4645808157071886e-06 -8.2299448672881257e-07 2.3187126205340818e-06 -8.6467944082833291e-07 -8.4890104621465024e-07 -1.3416341602221124e-05 -1.719915404991198e-06 2.1773556455026415e-07 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13082 41 57 13041 13019 167253 13904 272 74 13632 3236 1080 153349 29954 7069 972 6097 2156 123395 16874 4018 10396 2739 internal_count=180712 180690 180670 180634 180605 180572 54 180518 44 180474 167273 13201 13172 13139 13082 41 57 13041 13019 167253 13904 272 74 13632 3236 1080 153349 29954 7069 972 6097 2156 123395 16874 4018 10396 2739 is_linear=0 shrinkage=0.01089 Tree=869 num_leaves=36 num_cat=0 split_feature=18 41 22 33 22 21 56 8 22 21 40 33 64 21 18 22 21 21 18 32 32 31 43 26 18 46 23 9 22 31 22 56 40 40 21 split_gain=0.271372 0.366465 0.125268 0.058582 0.0236657 0.0804168 0.144326 0.0984024 0.0308567 0.0874253 0.0266087 0.0673179 0.0196145 0.693779 0.124998 0.0393627 0.0286554 0.0457849 0.0155775 0.00901505 0.0308334 0.0242242 0.0240491 0.0127414 0.0085417 0.0356426 0.0437232 0.0407058 0.0109555 0.0290296 0.0281018 0.00583319 0.0112709 0.003277 0.0025483 threshold=63.020999999997009 66.922000000002313 56.64099999999781 22.262038026096359 48.828500000001448 2.3857782797104057 9.7340000000003801 -0.75000000000000011 46.030999999988133 2.6954910498740441 9.0629999999982847 3.5514657902993245 5.9369999999908041 6.0100540866782692 7.6324999999997098 44.46899999999733 3.3640605115116764 2.4635600256361925 23.398500000000016 44.219000000011881 46.507999999997999 43.000000000000007 26.76126000000048 45.781250000000007 42.655999999999047 9.0619999999989904 46.141000000010543 -0.75778426208340921 38.586000000012071 34.773428571428155 37.687499999989093 9.4535000000123564 8.5154999999995216 9.0389999999988522 1.5411392295872108 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 12 -10 11 -9 13 16 -14 19 17 18 31 21 22 24 -21 -22 28 27 -27 -26 30 -30 -16 33 -33 34 -1 right_child=-2 -3 -4 -5 5 6 -8 10 9 -11 -12 -13 14 -15 15 -17 -18 -19 -20 20 23 -23 -24 -25 25 26 -28 -29 29 -31 -32 32 -34 -35 -36 leaf_value=-8.168233153483452e-07 0.0012088121994445807 -0.0014734019734676405 0.00064213627634483435 -0.00057497488226178589 -0.00064442736207525762 -5.6924642015174306e-05 0.0011511183783076771 -0.00037754839923227122 5.7399419735959359e-05 -0.00081323534865391448 0.00048888788158037275 0.00045598410840406111 0.00066277135955932702 -0.0018914222752660118 9.3566003254623535e-06 0.00036112609816033459 -0.00041277105701589985 0.00050744054640721142 -0.00029044091280011831 -0.00057188791822389924 0.00020930260633525812 0.00033091382458850106 -7.9181429028156276e-05 -0.00010186522138293437 0.00065658580923397465 0.00019211796928681604 -0.00052698292779117869 9.3190867322280558e-05 -0.00027003797714226678 0.00011239254186952111 0.00029489624441520542 0.00028358477963947042 -1.1903591374592463e-05 -0.0001280129316661048 0.0001220406529711712 leaf_weight=167711 22 20 36 21 24 25 22 24 39 21 21 22 35 23 12037 38 20 21 22 21 35 28 27 28 20 20 20 64 55 41 41 25 39 24 20 leaf_count=167711 22 20 36 21 24 25 22 24 39 21 21 22 35 23 12037 38 20 21 22 21 35 28 27 28 20 20 20 64 55 41 41 25 39 24 20 internal_value=0 -1.58708e-07 4.39794e-09 -1.235e-07 -5.64406e-08 0.000142487 0.000508218 -4.61768e-05 -1.65607e-07 -0.000247041 0.000167845 2.05224e-05 -8.33215e-08 -1.06359e-06 1.30713e-05 1.12451e-05 -8.04204e-07 -7.54903e-07 -8.18717e-07 1.01733e-05 -8.74914e-05 1.10552e-05 -0.000295475 7.05787e-05 1.03241e-05 0.000100266 -0.000166829 0.000227794 9.40552e-06 -0.000106431 1.03287e-05 -7.80548e-07 0.000103145 -8.20374e-07 -8.01993e-07 internal_weight=0 180690 180670 180634 180613 138 47 91 180475 60 67 46 180415 167905 12510 12475 167882 167862 167841 12437 111 12326 48 63 12298 124 40 84 12174 96 12078 167819 64 167755 167731 internal_count=180712 180690 180670 180634 180613 138 47 91 180475 60 67 46 180415 167905 12510 12475 167882 167862 167841 12437 111 12326 48 63 12298 124 40 84 12174 96 12078 167819 64 167755 167731 is_linear=0 shrinkage=0.01089 Tree=870 num_leaves=73 num_cat=0 split_feature=32 23 29 40 18 39 39 26 64 34 35 20 31 28 31 37 18 45 23 33 37 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0.0305147 0.0343304 0.0122064 0.0124189 0.00804837 0.0162329 0.0161243 0.00797553 0.00649103 0.00431385 0.00403434 0.00699269 0.00312503 0.0295693 0.0167753 0.00292137 0.00201366 0.00150823 0.000879652 0.000101127 6.99162e-05 threshold=65.827999999997715 58.65649999999733 57.062500000000007 11.492249999997325 5.6123065222685531 8.3829999999998126 8.8909999999978044 23.843500000000862 8.9369999999989904 42.655999999999047 0.45472372565136648 8.2109999999993324 5.1258170568031334 1.5000000000000002 7.5000000000000009 -0.91507307026059792 8.8825000000033487 0.75000000000000011 46.030999999988133 48.132499999999716 54.156499999999149 57.479000000003005 31.20682989690722 47.679499999999287 51.437500000000007 33.257499999999716 1.5916973644484902 36.046875000000007 32.530999999988133 29.453500000012358 9.9059999999990413 -0.20156101276782848 18.053760000000477 8.603178557148647 26.853999999993906 66.922000000002313 32.888061224489867 14.328000000012254 8.1560000000026793 7.7579999999998117 11.535702072538859 4.2889999999988513 7.8829999999998117 13.265500000000431 0.093999999998149827 0.51663232390563774 8.5625000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 10 -6 7 14 9 15 35 -12 17 -14 -7 -8 30 20 19 25 21 22 23 24 -13 28 27 -27 29 -19 31 -17 -32 -10 -34 36 37 38 40 -40 44 -41 -43 -44 45 46 -1 right_child=-2 -3 -4 -5 5 6 8 -9 33 -11 11 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 32 -33 34 -35 -36 -37 -38 -39 39 41 -42 42 43 -45 -46 -47 -48 leaf_value=-8.0375272707746738e-07 0.00091552571857375913 -0.00067447226008652162 0.00037046560318065679 0.00041123457188761725 -0.0023554697969443263 -7.4911616706777728e-05 -0.00025418297039497009 0.00067446785611664057 0.00047695514563957932 -0.00047058485856012362 0.00069228542190650035 1.1298518088097465e-05 4.1023999771204514e-05 0.00045048924958599298 0.00028039522033323556 0.00038202895526019161 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24 26 31 94 20 39 23 20 23 21 23 33 25 7462 48 21 25 32 internal_value=0 -1.27352e-07 -1.94071e-11 -7.41638e-08 -1.19982e-07 -8.223e-05 2.92522e-05 0.000224341 -1.89994e-05 -6.6713e-05 7.52142e-08 2.20025e-05 1.86706e-05 0.000217193 7.61217e-05 -1.58875e-05 6.51478e-06 1.67159e-05 4.69869e-05 3.09813e-05 8.85078e-06 1.14846e-05 1.36155e-05 1.18282e-05 1.41112e-05 4.12346e-05 0.000179902 0.000315038 2.77244e-05 3.54588e-05 3.07845e-05 0.000148389 -7.51778e-06 0.000322508 4.08008e-05 -5.601e-07 -5.40312e-07 -5.58174e-07 -5.33017e-07 6.306e-06 -8.43198e-07 5.16787e-06 4.78981e-06 5.11824e-06 -7.9455e-07 -8.03573e-07 -8.0701e-07 internal_weight=0 180425 180391 180355 180335 428 408 81 327 287 179907 5067 5042 49 61 255 233 4993 1029 991 3964 3940 3917 3897 3870 971 86 60 885 854 211 52 159 40 133 174840 174817 174797 174774 7579 167195 7558 7535 7510 167162 167141 167116 internal_count=180446 180425 180391 180355 180335 428 408 81 327 287 179907 5067 5042 49 61 255 233 4993 1029 991 3964 3940 3917 3897 3870 971 86 60 885 854 211 52 159 40 133 174840 174817 174797 174774 7579 167195 7558 7535 7510 167162 167141 167116 is_linear=0 shrinkage=0.01089 Tree=874 num_leaves=27 num_cat=0 split_feature=29 34 24 29 34 29 28 9 34 33 21 24 44 21 28 21 43 34 33 24 21 21 34 24 26 34 split_gain=0.232984 0.0626677 0.112989 0.0349803 0.0250176 0.0290439 0.0388233 0.0741825 0.036786 0.0684538 0.0302472 0.0294179 0.0477597 0.0364324 0.0335046 0.0283092 0.816315 0.0572247 0.0756854 0.045871 0.0278346 0.0231101 0.10884 0.0146093 0.00939138 0.00277155 threshold=65.827999999997715 50.780999999988133 58.65649999999733 58.297500000011503 48.788999999997039 57.479000000003005 43.835500000002874 -0.81970999721622462 9.4380000000128366 6.0908462498123086 1.8176179810482471 54.156499999999149 36.656500000000968 1.7681205063531757 42.282999999999454 5.6123065222685531 10.426239999999527 8.8130000000128366 11.948062472612884 41.58849999999439 4.7948910832175828 0.077781745932218052 7.5309999999881265 42.655999999999047 25.15649999999869 12.554500000000646 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 11 -8 -9 10 -10 12 14 -14 15 21 -17 18 -18 -19 -15 24 -23 -24 25 -1 right_child=-2 -3 -4 -5 -6 -7 7 8 9 -11 -12 -13 13 20 -16 16 17 19 -20 -21 -22 22 23 -25 -26 -27 leaf_value=-6.1490642633770976e-07 0.0011747817843195847 0.0005343518880846055 -0.00064693572455087433 0.00040715526079362191 -0.00037571272702768745 -0.00039547243692367092 0.00071225313321704898 -0.00033530292026222471 -0.00033751519961015039 0.00068994968681529965 0.00024096256045966403 -0.00038115740351600395 -5.5934512728636685e-05 0.00075090173349779809 -0.00036391402897118581 -0.0022347977532848943 6.7334373527592133e-05 2.6830767629971263e-06 0.00084922234639030669 -0.00043248545042361093 0.00019425896725188657 0.00060923815573466432 1.4901039019362951e-05 0.00014568305138269722 -0.00022550703831318472 0.00011636177697545371 leaf_weight=173250 20 26 32 25 21 22 26 22 23 21 20 24 23 22 30 20 49 278 21 32 21 37 6249 103 22 24 leaf_count=173250 20 26 32 25 21 22 26 22 23 21 20 24 23 22 30 20 49 278 21 32 21 37 6249 103 22 24 internal_value=0 -3.27289e-08 -1.09956e-07 4.71272e-09 -5.16175e-08 -7.67499e-09 4.04676e-08 0.00020271 4.82028e-05 0.000180533 -6.7826e-05 -8.53648e-08 -3.44077e-08 0.00029281 -1.41903e-07 -8.11068e-08 -9.15908e-05 2.12552e-05 0.000302482 -4.21748e-05 0.000479926 1.22461e-07 2.04625e-05 1.70266e-05 -6.2727e-07 -5.9853e-07 internal_weight=0 180443 180417 180385 180360 180339 180317 112 86 64 43 180205 180181 66 180115 180085 400 380 70 310 43 179685 6389 6352 173296 173274 internal_count=180463 180443 180417 180385 180360 180339 180317 112 86 64 43 180205 180181 66 180115 180085 400 380 70 310 43 179685 6389 6352 173296 173274 is_linear=0 shrinkage=0.01089 Tree=875 num_leaves=36 num_cat=0 split_feature=29 34 18 23 18 23 21 18 64 21 23 18 34 40 33 18 63 11 50 43 43 19 19 29 3 19 56 43 19 31 34 28 43 28 57 split_gain=0.227943 0.0613113 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101 262 44 75 218 53 6501 6463 83 6380 165 90 75 55 173305 173285 173264 173242 173213 5996 167217 internal_count=180463 180443 180417 180385 180354 180323 180294 417 397 179877 6572 6549 6522 363 101 262 44 75 218 53 6501 6463 83 6380 165 90 75 55 173305 173285 173264 173242 173213 5996 167217 is_linear=0 shrinkage=0.01089 Tree=876 num_leaves=88 num_cat=0 split_feature=29 29 29 18 55 19 27 49 62 61 22 47 22 22 39 22 50 6 22 39 51 19 27 22 31 52 39 49 27 22 19 44 29 47 26 18 19 50 53 34 52 26 19 22 26 47 5 53 22 37 19 3 35 55 5 22 37 34 37 5 47 55 29 10 66 12 1 5 3 16 66 12 1 5 5 10 5 12 10 5 6 5 5 5 10 6 5 split_gain=0.177874 0.106982 0.113205 0.0386794 0.119856 0.0201875 0.0644262 1.50302 0.0175711 0.0417272 0.0248975 0.0754244 0.0190149 0.0182973 0.0146146 0.0446307 0.0512939 0.0209723 0.0126869 0.013214 0.043709 0.0288476 0.00601057 0.166073 0.00695549 0.00451468 0.00369734 0.00331768 0.00222128 0.00292714 0.00597564 0.00199432 0.0137105 0.00206969 0.00190882 0.00144297 0.00218743 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18.196971502590682 66.922000000002313 58.297500000011503 2.6954910498740441 52.76599999999781 53.085999999999338 56.546500000000385 51.281500000011881 50.155999999988133 5.6123065222685531 10.881768041237116 6.0100540866782692 15.257534832390826 29.437499999999094 25.327999999994066 42.655999999999047 15.472867391975615 2.5000000000000004 28.13249999999994 43.359499999998668 52.757499999999716 18.248502590673557 47.344000000011881 1.4580541827975857 50.780999999988133 44.594000000011881 0.077781745932218052 8.0622500000026793 7.5625000000000009 8.0889230769232849 25.15649999999869 16.570249999999763 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 3 5 -5 6 7 8 9 10 20 -12 -13 14 15 -14 -16 19 -19 -15 26 22 23 -22 25 -24 27 31 29 -29 -30 32 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 12 13 17 16 -17 -18 18 -20 -21 21 -23 24 -25 -26 -27 -28 28 30 -31 -32 -33 -34 leaf_value=-5.836165963534106e-07 0.001829560525684648 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internal_value=0 0.000736433 -2.39608e-07 -7.58692e-08 0.000414347 -1.72553e-07 -1.02342e-07 -1.67352e-07 -1.27034e-07 -1.62138e-07 -1.06785e-07 -6.8839e-05 4.89168e-05 7.41671e-05 0.000137994 5.59045e-05 0.000458436 -2.94143e-05 6.49506e-05 -0.000240661 5.24282e-08 0.000112138 4.33196e-05 0.000262368 -0.000107304 7.67065e-05 -4.66076e-08 -1.13952e-08 1.5594e-05 0.000404081 1.11849e-05 -5.81893e-07 -5.61868e-07 internal_weight=0 45 180467 180447 42 180405 180378 180339 180317 180297 180271 417 397 365 226 180 46 139 96 43 179854 159 125 51 74 41 179695 179672 6335 71 6264 173337 173315 internal_count=180512 45 180467 180447 42 180405 180378 180339 180317 180297 180271 417 397 365 226 180 46 139 96 43 179854 159 125 51 74 41 179695 179672 6335 71 6264 173337 173315 is_linear=0 shrinkage=0.01089 Tree=881 num_leaves=60 num_cat=0 split_feature=18 62 41 29 9 26 23 27 65 46 27 23 47 31 34 31 18 18 53 18 26 28 27 25 46 38 29 41 40 23 47 65 28 34 37 34 55 58 55 23 26 31 59 18 28 28 1 5 10 2 5 31 10 6 6 2 10 9 2 split_gain=0.201508 1.0638 0.35908 0.0595505 0.0463943 0.0300427 0.0150921 0.138834 1.39234 0.0365487 0.0258822 0.0118831 0.00868354 0.011392 0.0113524 0.0112869 0.0377772 0.0252351 0.0174507 0.0180303 0.0156437 0.0199889 0.00819641 0.0913778 0.00299247 0.00182715 0.0378055 0.0283198 0.00456932 0.00260624 0.00139767 0.000937679 0.000912861 0.000523653 0.00166956 0.00154677 0.000435224 0.000996643 0.000352465 0.000298369 0.000221873 0.000120277 3.21324e-05 1.7888e-05 6.04418e-05 6.24504e-06 3.56857e-06 9.31468e-06 2.20223e-05 8.64145e-05 3.09077e-05 3.40235e-06 4.67479e-07 9.10326e-07 2.79316e-07 1.00875e-06 3.19339e-07 3.49239e-06 2.70244e-07 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 58.297500000011503 -0.43982890882219972 54.124749999988133 9.2574999999999381 2.3423112952835532 31.030999999988129 5.9369999999908041 2.0170542175139397 55.969000000011881 65.288999999987951 52.299071428571814 45.444999999999716 44.455357142857153 46.030999999988133 53.085999999999338 56.632499999999716 42.655999999999047 49.547000000005944 41.650499999985193 0.45472372565136648 8.2344999999995725 7.6869999999880756 7.7425000000002919 7.7579999999998117 8.3439999999973242 6.9060000000026784 7.8829999999998117 9.4379999999973752 47.34399999999733 8.5154999999995216 7.8829999999998117 8.3125000000000018 7.9925000000002919 10.560891752577293 8.1955000000009495 10.213268041237134 8.6300000000001109 15.445250000000216 14.352642857143243 36.53149999999733 8.9539999999999811 8.8130000000128366 9.0309999999994961 5.5000000000000009 -0.20298171012663577 -0.91424293627231534 14.500000000000002 -0.33409893050163336 19.416285714285813 -0.91424293627231534 -0.67619580640964327 0.90866834594714396 30.500000000000004 -0.81655236941868636 0.43982890882219988 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 2 2 2 2 2 2 2 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 3 5 -5 6 7 10 -9 -8 22 12 13 14 15 17 18 20 19 -17 21 -11 25 -24 -25 27 -27 46 -28 -30 -26 36 -33 34 -31 -35 38 -38 -32 -10 41 -41 -43 44 51 -45 54 48 49 -48 -50 -44 53 -49 56 58 57 -1 -56 right_child=1 -3 -4 4 -6 -7 9 8 39 11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 24 30 26 28 -29 29 33 31 32 -34 35 -36 -37 37 -39 -40 40 -42 42 43 45 -46 -47 47 52 50 -51 -52 -53 -54 -55 55 -57 -58 -59 -60 leaf_value=-7.4453586869277736e-07 0.002294095496457245 -0.0010601311007431809 -0.0014585604020819097 0.00077158332650370846 4.6348897974501375e-05 -0.00041183500219540823 0.0004310943527845921 -0.0030121503739836499 3.5615834363004221e-05 1.3920460981065442e-05 0.00039111289123237256 0.0002510510841941849 -0.00016287264111453483 0.00024157130906447808 -0.00020949210427799158 2.9932451891535636e-05 0.00046095649295002249 -0.00036451307881643717 0.0002052810248861729 -0.00036519881352375369 0.00028518728140884659 -0.00021137558143275768 0.00073041068761747091 0.00012780433053431796 6.7955197915739443e-05 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448 95954 3882 20218 leaf_count=19477 24 21 20 21 21 21 25 20 27 6605 20 25 33 26 27 43 29 21 36 20 25 47 22 24 35 24 25 23 27 24 208 20 25 30 75 5431 22 36 33 24 20 20 20 20 22 21 328 512 7843 978 872 23 12127 1299 3163 448 95954 3882 20218 internal_value=0 0.000728413 -2.37007e-07 -7.50474e-08 0.000409832 -1.70679e-07 -1.22552e-07 -7.53835e-07 -0.00027602 1.55986e-05 -4.08774e-07 1.40959e-05 1.3234e-05 1.40834e-05 1.32155e-05 1.41011e-05 0.000115416 1.21605e-05 1.38403e-05 -9.51474e-05 1.33505e-05 1.23238e-05 -4.54196e-07 4.7309e-05 9.91289e-06 -5.71862e-07 5.52607e-06 -7.77672e-07 3.67582e-06 3.01316e-06 2.36768e-06 -4.22877e-06 -5.05928e-05 3.53647e-06 2.83895e-05 3.08074e-06 2.6596e-06 -2.39855e-05 9.18855e-06 1.91347e-06 -3.28018e-06 1.08564e-06 5.51712e-06 2.81483e-06 -3.38082e-07 8.48593e-06 -7.24889e-07 -5.96012e-07 -3.3787e-07 9.73363e-07 -5.37546e-07 6.73097e-06 -7.79621e-07 -9.95248e-07 -7.46267e-07 -7.97107e-07 -7.35881e-07 -6.83619e-07 -7.84469e-07 internal_weight=0 45 180467 180447 42 180405 180384 173422 217 6962 173205 6937 6912 6879 6853 6826 128 6698 99 63 6677 6652 173185 425 403 172760 5636 167124 5612 5587 379 344 45 5560 99 5461 299 58 241 197 170 150 126 106 65 41 167101 23959 10021 1306 8715 43 13938 1811 143142 23829 119313 23359 23381 internal_count=180512 45 180467 180447 42 180405 180384 173422 217 6962 173205 6937 6912 6879 6853 6826 128 6698 99 63 6677 6652 173185 425 403 172760 5636 167124 5612 5587 379 344 45 5560 99 5461 299 58 241 197 170 150 126 106 65 41 167101 23959 10021 1306 8715 43 13938 1811 143142 23829 119313 23359 23381 is_linear=0 shrinkage=0.01089 Tree=882 num_leaves=39 num_cat=0 split_feature=34 34 39 28 65 24 26 45 25 44 5 32 27 53 21 49 34 32 39 50 43 32 40 32 37 24 23 37 21 38 23 63 21 38 21 27 6 43 split_gain=0.103503 0.11354 0.197077 0.17918 0.260111 0.142149 0.0526386 0.0474793 0.0313014 0.0236588 0.0232642 0.0296808 0.0367423 0.0267997 0.0216558 0.801608 0.0503797 0.063941 0.0383736 0.0243741 0.0204551 0.0192941 0.0478979 0.0267834 0.0697926 0.0384934 0.0607436 0.0389931 0.0229107 0.0532203 0.0344182 0.062562 0.0174565 0.0151745 0.0109691 0.0103518 0.00865585 0.00732639 threshold=52.000000000000007 48.788999999997039 21.345206968380396 50.656000000002685 65.203499999999636 57.405999999997228 51.464749999999192 20.110117629273844 49.187499999998188 35.969000000011881 0.57533594718074343 42.40649999999733 4.0178466185763062 58.297500000011503 5.6123065222685531 9.5516530612242487 8.7574999999997107 8.9840000000021991 9.9330767904810724 29.327999999998614 26.76126000000048 45.602000000011692 8.9370000000035379 33.676999999988773 19.53003846153857 45.156499999999149 44.687499999989093 21.175461538460628 4.8953002461536661 10.812999999996466 44.28149999999733 11.155356527505107 1.6797321587048573 9.1880000000128366 4.275874705823818 0.088389290454674349 -0.45577996714292668 19.098760000000478 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -5 6 8 -8 9 14 11 -11 -13 -12 21 -16 18 -18 37 20 33 23 -23 28 -25 26 27 -26 30 -30 34 -32 -10 -19 35 -1 -36 -17 right_child=-2 2 -4 4 -6 -7 7 -9 32 10 13 12 -14 -15 15 16 17 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 31 -33 -34 -35 36 -37 -38 -39 leaf_value=-5.7144619299444834e-07 -0.00070047106940588971 -0.00017884370559970015 0.0013115571363363648 2.4134195248673111e-05 -0.0016129056776333704 0.00080485494633332087 -2.6002741874430336e-05 -0.00075111880131392271 7.9363191222217672e-05 -0.0003161490856813683 0.00061724214446452806 0.00047998839042715462 -0.00015721607760979322 0.0001078984478634103 -0.0022040266133145892 0.00025905190635823081 -0.00059168985715492652 0.00027833550224381191 0.0006764914195706511 0.00028206904347398729 -0.00025356675478918194 -0.00043917613158225074 0.00014780684390991978 0.00059869385636373261 -0.00037553652691009703 0.00039484345355078978 -0.00053771328066741931 7.6849445262165662e-05 0.00063675023133044672 -5.3823270326818692e-05 0.00020182655418099829 -0.00056898811581109561 0.00050563349941875929 -1.1731692906097645e-05 -0.00032200536503450516 1.3935148057793134e-05 -3.8423915276478992e-05 -2.0840698212774137e-05 leaf_weight=173137 25 21 21 27 20 26 22 21 24 21 22 23 20 28 20 22 22 24 22 36 38 38 29 29 24 35 22 377 22 33 20 33 22 194 22 6037 31 22 leaf_count=173137 25 21 21 27 20 26 22 21 24 21 22 23 20 28 20 22 22 24 22 36 38 38 29 29 24 35 22 377 22 33 20 33 22 194 22 6037 31 22 internal_value=0 -1.7072e-08 0.000565984 -1.48945e-07 -0.000672303 2.59834e-08 -8.98939e-08 -0.000380969 7.587e-10 -7.15296e-08 0.000156745 1.87601e-05 0.000183039 0.00033273 -1.7086e-07 -8.02079e-05 3.1616e-05 -2.57958e-05 0.000305097 1.67852e-05 -2.04325e-05 6.96552e-09 -0.000184729 7.59723e-08 8.07247e-05 4.78409e-05 1.90453e-05 4.96865e-05 -1.42892e-07 0.000222042 -2.11235e-07 -0.000277628 0.000283972 2.00993e-05 -1.29011e-07 -8.25121e-08 -0.000156741 0.000118534 internal_weight=0 180607 42 180565 47 180518 180492 43 180449 180403 114 64 43 50 180289 400 380 314 66 292 256 179889 67 179822 487 458 423 401 179335 55 179280 53 46 218 179227 179174 53 44 internal_count=180632 180607 42 180565 47 180518 180492 43 180449 180403 114 64 43 50 180289 400 380 314 66 292 256 179889 67 179822 487 458 423 401 179335 55 179280 53 46 218 179227 179174 53 44 is_linear=0 shrinkage=0.01089 Tree=883 num_leaves=24 num_cat=0 split_feature=34 34 10 28 65 24 29 25 7 24 44 22 34 22 24 27 53 27 40 28 22 40 47 split_gain=0.101263 0.11108 0.250542 0.1753 0.254486 0.139072 0.0748037 0.0353406 0.0604017 0.0238619 0.0545539 0.0181768 0.0533094 0.0234179 0.0157745 0.0738175 1.50644 0.0329884 0.024979 0.0102699 0.0135754 0.00854643 0.0040767 threshold=52.000000000000007 48.788999999997039 -0.25065253225872081 50.656000000002685 65.203499999999636 57.405999999997228 57.479000000003005 49.187499999998188 1.0000000180025095e-35 54.156499999999149 44.125000000000007 46.030999999988133 9.1244999999998999 44.46899999999733 9.2574999999999381 2.3423112952835532 17.164000000000218 2.0956881725732672 6.9060000000026784 42.282999999999454 40.812499999989093 8.367000000000191 66.922000000002313 decision_type=2 2 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 5 -5 6 7 9 -9 10 11 13 -13 14 15 17 -17 22 -16 20 -20 -18 -1 right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 18 16 21 -19 19 -21 -22 -23 -24 leaf_value=-4.4047668525242024e-07 -0.00069284941513322201 0.0014414903192399484 -0.00024105911457056675 2.3871590743236259e-05 -0.001595359785214068 0.00079609735739260624 -0.00066569845321807412 0.00058965273382418368 -8.3989550385121035e-05 -0.00035068587738428891 0.00055467502582560069 -0.00062543045915432682 9.4097385241909842e-05 0.00028991022842918279 0.00038309679692639589 -0.0030595344662089322 0.00023115160481214481 0.00040312909777057002 1.4652049268381881e-05 -0.00017584876849193693 0.00014795839988955748 -5.692980570231575e-07 -0.00014537036868024559 leaf_weight=173651 25 20 22 27 20 26 20 32 31 23 21 21 29 33 22 20 20 24 6071 33 92 326 23 leaf_count=173651 25 20 22 27 20 26 20 32 31 23 21 21 29 33 22 20 20 24 6071 33 92 326 23 internal_value=0 -1.68856e-08 0.000559819 -1.47324e-07 -0.000664983 2.56982e-08 -8.89167e-08 -1.49218e-08 0.000257822 -1.05144e-07 -6.02486e-08 -1.25055e-07 -0.000207688 -6.73219e-08 -1.20589e-07 -7.29577e-07 -0.000155218 -4.03874e-07 1.69227e-05 1.56167e-05 1.6647e-05 1.27583e-05 -4.59847e-07 internal_weight=0 180607 42 180565 47 180518 180492 180472 63 180409 180386 180365 50 180315 180282 174064 366 173698 6218 6196 6163 346 173674 internal_count=180632 180607 42 180565 47 180518 180492 180472 63 180409 180386 180365 50 180315 180282 174064 366 173698 6218 6196 6163 346 173674 is_linear=0 shrinkage=0.01089 Tree=884 num_leaves=41 num_cat=0 split_feature=31 22 33 33 24 29 22 19 21 44 39 34 62 61 22 24 2 32 53 28 33 24 21 58 21 62 58 2 37 21 28 52 39 37 0 52 10 52 34 39 split_gain=0.190745 0.291737 0.228695 0.119105 0.184499 0.0275177 0.065309 0.0189607 0.663789 0.0218427 0.0245186 0.0219545 0.0389315 0.0284429 0.024465 0.0148546 0.044859 0.0382734 0.0281044 0.0243799 0.0548248 0.0142889 0.0123623 0.0956135 0.0132317 0.0323826 0.00850433 0.00847877 0.00648 0.0063305 0.104967 0.00582503 0.0045616 0.00418935 0.00355729 0.00757394 0.00130579 0.00114744 0.00143659 0.000907199 threshold=55.745571428573136 57.906500000011881 4.5242019203067931 22.262038026096359 55.805000000011212 56.546500000000385 51.281500000011881 14.155999999994039 5.7448890437333135 48.64850000001389 19.91506428462775 8.570500000011636 9.117000000000191 19.548168393782387 49.406000000002685 45.156499999999149 18.500000000000004 39.835499999988322 52.656500000011881 41.650499999985193 3.6634930347685351 42.655999999999047 3.3640605115116764 7.8669999999997353 2.8061532611354019 8.9840000000002096 8.9219999999991177 11.500000000000002 11.789076923077049 0.043840620421917949 7.5309999999881265 4.2889999999988513 0.91875704509821488 8.0528846153846185 9.5000000000000018 8.8755000000001036 1.0000000180025095e-35 9.8830000000016316 11.062500000000002 21.345206968380396 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 4 5 6 7 8 22 10 11 12 27 -14 15 19 18 -18 -17 21 -21 -13 24 -24 29 -26 28 -9 -25 37 -31 32 -32 -33 35 -27 -30 38 39 -1 right_child=2 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 14 13 -15 -16 16 17 -19 -20 20 -22 -23 23 26 25 34 -28 -29 36 30 31 33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=-6.4540102924211221e-07 6.8803716770201377e-05 0.0011315935451012319 -0.0015366856417672503 -0.00063504940193894019 0.0010202528807222117 -0.00034126633329151359 0.00052572218116920492 -0.00016387443536560497 -0.0018495420036689168 -0.00031230240841604949 0.00031422822832038907 1.874215075410532e-05 0.00069089684756872471 0.00014740341319253986 -0.00035773890412051752 0.0001679853282979243 0.00015347841102539313 0.00075515369777553153 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0.000139097 0.000377043 -3.65967e-05 1.80664e-05 -0.00022467 2.32708e-05 -2.45805e-07 -0.00011671 -1.74917e-07 0.000123205 4.22366e-05 1.4155e-06 0.000103214 -2.46579e-07 1.00536e-05 7.61249e-06 0.000131105 6.78323e-06 2.21715e-05 -2.01285e-05 2.35489e-05 -6.56751e-07 -6.4328e-07 -6.54774e-07 internal_weight=0 180738 42 180711 180676 180655 180627 180599 177993 2606 2584 2548 108 46 2440 2420 127 54 73 2293 48 2245 177970 108 177862 103 87 62 66 177759 6805 6783 45 6738 81 60 43 170954 170916 170894 internal_count=180780 180738 42 180711 180676 180655 180627 180599 177993 2606 2584 2548 108 46 2440 2420 127 54 73 2293 48 2245 177970 108 177862 103 87 62 66 177759 6805 6783 45 6738 81 60 43 170954 170916 170894 is_linear=0 shrinkage=0.01089 Tree=885 num_leaves=73 num_cat=0 split_feature=31 65 28 47 27 29 23 21 28 25 38 7 47 21 18 39 38 57 50 50 44 64 23 38 50 32 31 32 21 26 21 23 46 44 32 18 18 38 23 56 26 44 18 26 45 44 45 28 49 18 50 64 65 18 57 29 31 29 53 52 27 18 1 23 49 25 29 18 56 23 18 55 split_gain=0.186614 0.345109 0.276886 0.0346958 0.158683 0.0990635 0.0196845 1.16195 0.0127802 0.0895596 0.0559983 0.0305069 0.0238601 0.0156336 0.0433908 0.0308499 0.045791 0.024234 0.0251294 0.0194858 0.0179584 0.0159196 0.0377913 0.0131048 0.0129212 0.0148967 0.0296289 0.0210072 0.0132196 0.0103079 0.00636214 0.0836215 0.0166907 0.00556375 0.00473482 0.00249058 0.00223679 0.0051756 0.00240324 0.00204642 0.0285798 0.00130421 0.00110195 0.00286116 0.00277778 0.00136991 0.00249922 0.00128355 0.000535997 0.000534506 0.00239268 0.000676089 0.00280994 0.0321343 0.00047013 0.000463691 0.000439063 0.000458581 0.000403055 0.000545667 0.000413831 0.000404657 0.00286959 0.0012965 0.000398212 0.000219738 0.000983765 0.000171372 0.000154089 0.000150843 0.000166593 8.5031e-05 threshold=55.745571428573136 66.219000000002794 52.624499999976258 66.218500000000873 10.812781014295455 58.297500000011503 10.703500000011902 1.3703729419383153 48.586000000012071 49.187499999998188 50.031500000011881 1.0000000180025095e-35 57.426999999999687 6.0100540866782692 53.085999999999338 13.260563641560939 23.359499999998665 20.618872902128825 29.374999999998185 13.594000000011876 9.0630000000128366 8.5154999999995216 33.646000000000647 9.1880000000128366 35.844000000011881 48.061999999987172 45.901785714287278 45.602000000011692 5.6123065222685531 12.1565000000046 0.077781745932218052 7.8829999999998117 6.9060000000026784 31.531500000000964 7.9770000000007721 10.63300000000004 10.007500000003349 8.9925000000002928 10.390499999997703 9.3044999999883675 7.879000000000361 9.436999999987167 8.7574999999997107 8.3439999999991432 0.95264642873710492 8.9379999999964657 0.46677434643729632 7.9849999999996735 10.295765306122457 10.062500000000002 9.3129999999969204 7.6880000000119262 39.625000000000007 8.4455000000120908 6.5992619832937427 9.5154999999999763 8.0803571428571441 8.0630000000091986 15.132499999999711 7.6714999999885558 0.7909552675541528 10.187500000000002 4.5000000000000009 10.073000000011236 8.4910714285714306 8.2793750000000177 8.3129999999982847 8.436999999987167 8.9839999999999964 9.4370000000026284 9.4375000000000018 9.6707474226804138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 5 33 6 7 30 9 13 11 -10 -11 14 24 17 -17 18 19 20 -15 23 -23 -21 25 26 27 28 -8 -22 35 -32 -33 -5 -34 39 42 -38 41 49 -41 -39 45 44 -44 47 -47 -36 -40 51 -51 52 54 -54 55 -1 57 -53 60 -60 69 63 -63 -61 -45 66 -58 -67 -55 71 -71 -42 right_child=1 -3 -4 4 -6 -7 8 -9 10 12 -12 -13 -14 15 -16 16 -18 -19 -20 21 29 22 -24 -25 -26 -27 -28 -29 -30 -31 31 32 34 -35 36 -37 37 38 48 40 58 -43 43 64 -46 46 -48 -49 -50 50 -52 56 53 68 -56 -57 65 -59 59 61 -62 62 -64 -65 -66 67 -68 -69 -70 70 -72 -73 leaf_value=-7.1188942403499176e-07 0.00021448535918953593 -0.0017603427221854894 0.0011692338569494387 -0.00020412497207910102 0.0010597056837732667 -0.000766089020145752 1.8793376640793093e-05 -0.002560756358439777 -7.0222036151425989e-05 0.00078814855383745963 0.0002299757443335017 -0.00065953151376344518 0.00025957759428411545 -0.0001458096944770397 -0.00039875759783849222 0.0007098235210901934 6.7496703132169803e-05 -0.00028643319208106779 0.00041088452563598881 0.00025819299146363328 0.0002830949295958627 2.0404307435326051e-05 -0.00056000374723219593 -6.3247639112143511e-05 0.00029280996232866011 -0.00023038024350465047 0.00042499248385373622 -0.00032826910962843378 -0.00019073326507776207 9.069620575745052e-05 0.00071718255131167992 0.00030954661154082455 0.00014694094006069143 3.314371664491136e-05 7.8053116627669781e-05 -0.00011144956800909624 -7.470313790204721e-05 3.5448024986138745e-05 -1.2519175527737702e-05 0.00041931846129829049 -7.5422810467667391e-06 0.00013271904829506085 0.00019172626512082975 5.5007339643359807e-05 1.8194920797956243e-05 -0.00013222760100829519 -1.2911007134142758e-05 2.6422811181831095e-06 4.7780133373550939e-05 2.6289965528823226e-05 -0.0001119895766545684 5.4598727566086185e-06 -0.00045560952352191532 7.3238387661080131e-06 4.9582878306478762e-05 -4.352963213875893e-05 6.4784448020559656e-07 7.7421108474660043e-05 -4.4209136624086193e-05 3.938056894570592e-06 5.9488396488613206e-05 -0.00010087048646006593 6.0999752798052407e-05 8.4613885179852375e-05 7.0448858513125837e-06 1.338186013309415e-05 -7.5601214333572507e-05 4.2969776481372218e-06 -1.5704476969308448e-05 5.0239707105279587e-05 1.6156435174310425e-05 9.5154364928502477e-06 leaf_weight=167769 22 20 24 26 20 20 3872 21 20 21 31 22 20 25 30 22 33 24 24 24 57 36 21 40 20 29 21 21 36 80 20 22 29 21 28 24 36 23 30 20 37 65 20 21 25 22 408 628 40 34 26 24 20 154 22 30 429 20 28 1605 23 28 24 24 1427 285 21 2027 44 20 174 321 leaf_count=167769 22 20 24 26 20 20 3872 21 20 21 31 22 20 25 30 22 33 24 24 24 57 36 21 40 20 29 21 21 36 80 20 22 29 21 28 24 36 23 30 20 37 65 20 21 25 22 408 628 40 34 26 24 20 154 22 30 429 20 28 1605 23 28 24 24 1427 285 21 2027 44 20 174 321 internal_value=0 -0.000725664 1.33784e-07 -2.14637e-08 0.000247709 -1.13526e-07 -2.84703e-08 -6.05154e-07 2.23881e-05 2.4735e-05 -0.000120451 -0.000379744 0.000531252 2.00224e-05 1.36711e-05 8.62399e-05 0.000325105 4.64474e-05 7.25788e-05 4.37621e-05 0.000121908 -6.06375e-05 -0.000193073 5.69057e-05 1.67741e-05 1.53781e-05 1.71907e-05 1.50017e-05 1.68551e-05 0.000170979 -2.9935e-07 1.5856e-05 1.0874e-05 -9.75553e-05 8.51674e-06 -5.64738e-07 7.058e-06 4.27329e-05 6.96721e-05 -5.492e-07 9.64468e-06 0.000107625 4.36337e-06 1.04395e-05 9.5989e-05 -3.96451e-06 -1.90862e-05 5.90566e-06 2.15462e-05 -6.86789e-07 -3.31883e-05 -6.75208e-07 -7.63875e-07 -3.98363e-05 -7.1295e-07 -7.19715e-07 4.62476e-06 3.88201e-05 6.04136e-06 3.36636e-06 1.39434e-05 4.17583e-06 -2.56345e-05 5.14473e-06 7.76039e-06 4.06969e-06 -2.85231e-06 5.42896e-06 2.06547e-06 1.19933e-05 1.9818e-05 7.67481e-06 internal_weight=0 42 180738 180714 67 180647 180627 176098 4529 4456 73 42 41 4415 4029 386 55 331 307 283 162 121 57 64 3999 3979 3950 3929 3908 137 176077 2844 2824 47 2802 173233 2773 194 158 173209 2304 88 2579 1493 45 1086 430 656 70 170905 60 170845 168039 218 167821 167799 2806 44 2284 1709 575 1681 52 1629 1448 2762 450 2312 198 552 194 358 internal_count=180780 42 180738 180714 67 180647 180627 176098 4529 4456 73 42 41 4415 4029 386 55 331 307 283 162 121 57 64 3999 3979 3950 3929 3908 137 176077 2844 2824 47 2802 173233 2773 194 158 173209 2304 88 2579 1493 45 1086 430 656 70 170905 60 170845 168039 218 167821 167799 2806 44 2284 1709 575 1681 52 1629 1448 2762 450 2312 198 552 194 358 is_linear=0 shrinkage=0.01089 Tree=886 num_leaves=39 num_cat=0 split_feature=35 18 23 31 28 26 39 23 21 52 63 51 39 47 35 28 26 28 35 21 28 46 28 56 18 18 47 18 4 19 18 39 37 18 21 28 55 18 split_gain=0.117797 0.18037 0.0351384 0.0947294 0.0239746 0.0588829 0.0442444 0.0168562 1.022 0.0241698 0.013377 0.0214668 0.0290538 0.0117736 0.0141964 0.010876 0.0224483 0.0416195 0.0407585 0.00546417 0.104301 0.00737015 0.00569075 0.0186415 0.00638653 0.00269678 0.00241192 0.00123644 0.00328573 0.00217488 0.00120925 0.00113056 0.000736053 0.00994963 0.00276829 0.00879608 0.00107535 0.000653699 threshold=66.218500000000873 58.65649999999733 55.969000000011881 41.812500000000007 50.031500000011881 51.464749999999192 21.345206968380396 11.640499999999976 2.0272751416439587 5.2884999999896545 20.597833190068844 22.019325528255973 15.502261774919782 60.350999999987842 56.757999999999818 45.515499999999527 47.10924999999407 42.655999999999047 53.085999999999338 0.043840620421917949 7.5309999999881265 4.2889999999988513 7.7579999999998117 9.4380000000128366 7.7579999999998117 11.461000000000697 65.288999999987951 10.885000000002039 2.5000000000000004 10.69124999999997 8.9539999999999811 22.438298489716363 8.5336538461538485 7.9369999999989895 0.021213203435094804 8.367000000000191 12.279963917525746 10.257499999999938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 5 7 -6 8 19 -9 11 13 -13 14 15 16 17 -11 -18 27 -21 -22 23 24 -23 26 30 29 -29 31 -24 32 34 -34 36 -36 -1 -35 right_child=-2 -3 3 -5 6 -7 -8 9 -10 10 -12 12 -14 -15 -16 -17 18 -19 -20 20 21 22 25 -25 -26 -27 -28 28 -30 -31 -32 -33 33 37 35 -37 -38 -39 leaf_value=-6.8534807527008115e-07 0.00071892265953589507 -0.00078160495686855572 0.00069747027172609871 -0.00016014049204112339 -6.7733251397754851e-05 -0.0005392842041879747 0.0006314061640200336 0.00036680801681297868 -0.0024608451930411305 2.0432970177528396e-05 -0.00018857346113632421 0 0.00056745944892073227 -0.00022598506713683995 0.00031024834750587851 -0.00021647502625055478 0.00049059094957381558 -0.00045438233614366989 -0.00010942205618894613 0.00075819093349566743 0.00020615266254875883 -0.00017044499977333905 6.151077820617234e-07 0.00033467131702752547 9.7644710963911172e-05 -9.5909588790923589e-05 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-6.68672e-05 -6.9659e-07 2.98754e-06 internal_weight=0 180663 180628 61 180567 180524 43 180500 176621 3879 3855 3819 43 3776 3753 3733 3710 3655 55 176601 5743 5721 5699 68 42 5631 5600 170858 75 170783 5577 170760 170739 3039 167700 75 167625 3017 internal_count=180690 180663 180628 61 180567 180524 43 180500 176621 3879 3855 3819 43 3776 3753 3733 3710 3655 55 176601 5743 5721 5699 68 42 5631 5600 170858 75 170783 5577 170760 170739 3039 167700 75 167625 3017 is_linear=0 shrinkage=0.01089 Tree=887 num_leaves=74 num_cat=0 split_feature=29 18 18 41 50 19 19 27 49 27 34 31 19 27 29 38 34 32 29 33 19 44 33 51 61 22 19 34 31 25 25 31 25 64 49 51 64 10 27 22 49 40 25 47 33 19 40 18 22 19 44 22 44 44 40 38 50 18 19 18 12 18 47 22 56 27 56 10 44 61 61 53 56 split_gain=0.130447 0.15639 0.0373544 0.134985 0.139103 0.0347243 0.0178962 0.06302 1.42257 0.0450748 0.0145485 0.0371995 0.0837322 0.0253137 0.0228179 0.025213 0.0149795 0.0266258 0.0261066 0.0138226 0.0352828 0.017623 0.0249713 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21.663421610055597 24.626256476683924 50.155999999988133 48.812750000011881 42.742000000002015 29.486571428569736 23.734375000000004 19.00749999999994 20.522357142856766 15.703125000000002 8.4769999999987267 15.13073469387731 22.019325528255973 8.4060000000017698 1.0000000180025095e-35 0.45472372565136648 7.6955000000116351 9.0181734693877456 8.367000000000191 8.5527500000030177 66.922000000002313 0.030498243619513907 7.6717500000002028 5.2884999999896545 10.687999999996466 8.570500000011636 8.659000000006019 16.328500000012358 10.312500000000002 13.219000000011876 9.3125000000000018 9.3515000000006712 13.594000000011876 9.1324999999997107 11.062999999997375 10.69124999999997 10.062500000000002 -0.5 10.885000000002039 59.780999999988133 8.570500000011636 8.9534999999996234 0.031500000017861039 8.8645000000033196 -0.91424293627231534 10.78100000000086 12.742421444782257 16.455797927461131 28.163999999997262 8.8910000000005329 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 6 7 9 -9 38 11 12 14 16 15 29 18 -18 19 20 21 22 34 24 25 26 27 -19 -13 30 32 -31 33 -8 -12 -25 -32 -34 43 -40 42 -10 -41 44 47 -46 -47 64 49 -44 51 52 56 -53 -55 -43 -42 58 -48 62 61 -50 63 -57 65 72 -67 70 -69 -65 -66 -71 -1 right_child=-2 -3 3 4 -6 -7 10 8 41 -11 13 28 -14 -15 -16 -17 17 23 -20 -21 -22 -23 -24 35 -26 -27 -28 -29 -30 31 36 -33 37 -35 -36 -37 -38 -39 39 40 50 55 48 -45 45 46 57 -49 60 -51 -52 53 -54 54 -56 59 -58 -59 -60 -61 -62 -63 -64 69 67 66 -68 68 -70 71 -72 -73 -74 leaf_value=-6.9794367426954351e-07 0.00085776268150734934 -0.00074951267247860408 -0.00047294107462156842 3.0037916671420767e-05 0.001272779017792234 -0.00039788644649394004 3.7477754160365166e-05 -0.002966576479797351 0.0001559284537543402 0.00051644965265276298 -5.6324791942197006e-05 0.00055657482255074572 -0.00062386342389541042 0.00029402039531953181 0.0004130349018595662 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6820 6797 168011 180 62 1159 1130 1047 83 62 381 1026 6777 6755 352 118 92 331 310 167990 167520 59 470 416 286 54 254 167461 internal_count=180690 180669 180636 63 43 180573 180547 176675 421 176254 3872 540 496 3332 475 452 3294 2900 394 370 341 321 301 2867 2817 2785 2762 2729 44 426 377 49 335 290 281 50 42 45 176234 1381 1361 401 202 174853 174831 6820 6797 168011 180 62 1159 1130 1047 83 62 381 1026 6777 6755 352 118 92 331 310 167990 167520 59 470 416 286 54 254 167461 is_linear=0 shrinkage=0.01089 Tree=888 num_leaves=26 num_cat=0 split_feature=24 57 47 31 22 34 26 34 25 27 33 24 27 28 33 31 28 58 51 24 58 64 47 39 28 split_gain=0.325442 2.00966 0.17644 0.147941 0.0670143 0.0280164 0.0421678 0.0237296 0.0359694 0.0721828 0.0903358 0.0231485 0.0266245 0.0159733 0.0351223 0.0408065 0.0285083 0.0414556 0.0259045 0.0159592 0.0774641 0.066813 0.0172482 0.716636 0.0684704 threshold=58.65649999999733 18.648517342140469 66.922000000002313 17.8415 56.64099999999781 50.780999999988133 54.124749999988133 48.788999999997039 49.187499999998188 3.3971552983589945 14.369979355799526 54.156499999999149 20.633713879283018 41.650499999985193 3.5514657902993245 40.680785714284092 38.772999999999236 8.8595000000020736 14.475609418559173 45.156499999999149 8.7650000000033987 8.436999999990805 9.4844999999995725 0.85989951186800195 7.6324999999997098 decision_type=2 2 2 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 4 -4 5 6 7 8 11 10 -10 12 13 16 -15 -16 19 18 -18 22 21 -21 23 -1 -24 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 24 -25 -26 leaf_value=-6.046196285239506e-07 0.0029835277969755426 -0.0016452840878237447 -7.4228712260696069e-05 -0.0013841215818900612 0.00063002453665019409 0.00038835893064351803 -0.00040156270086310334 -0.00035748354781971068 0.00034832847390374618 0.00073036096785823875 -0.00056869200735875378 -0.00032486701915066375 0.00037859803822246573 0.00019167018893207583 -3.1166062233010885e-05 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80 45 179992 76 52 179916 169766 10150 is_linear=0 shrinkage=0.01089 Tree=889 num_leaves=50 num_cat=0 split_feature=30 57 29 29 29 21 57 34 30 26 21 47 64 32 50 64 44 30 51 21 26 34 30 46 32 33 51 34 3 5 43 19 29 57 40 26 6 44 26 21 26 30 10 66 4 66 13 5 2 split_gain=0.318392 1.96617 0.185925 0.0451246 0.0157305 0.0195348 0.801135 0.036002 0.0362725 0.0294994 0.0514202 0.0671228 0.0293215 0.0272789 0.0225527 0.0167756 0.0176707 0.0362994 0.0144928 0.0144751 0.081379 0.205755 0.0756133 0.0338137 0.0159325 0.0312391 0.0574671 0.0142191 0.0255975 0.0129772 0.0121442 0.0188746 0.00914968 0.00720322 0.00368515 0.0049753 0.00202378 0.00183403 0.023987 0.00128874 0.00256241 0.00235117 1.5613e-05 8.83642e-05 0.000273206 1.81768e-06 4.92318e-06 2.88362e-07 6.33465e-08 threshold=58.65649999999733 18.648517342140469 65.156500000000975 58.297500000011503 57.479000000003005 5.6123065222685531 3.8603692723626422 8.7574999999997107 46.030999999988133 50.765750000005944 2.1216738969464495 56.288499999987842 8.4060000000017698 8.804499999989277 36.656500000011881 8.9369999999989904 31.171999999998665 39.164000000000676 20.745157725692827 0.077781745932218052 8.0622500000026793 7.5309999999881265 7.9369999999989895 5.9369999999908041 44.688000000012842 12.903318481202655 14.754352498996928 37.687500000000007 3.5000000000000004 -0.91507307026059792 25.607500000000005 21.718749999992728 45.156499999999149 14.940075740768451 11.007500000003349 25.15649999999869 0.5713090904749033 7.9059999999881265 7.6992499999996662 0.056922095884251442 14.702999999994065 10.062500000000002 -0.81655236941868636 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.91507307026059792 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 9 -7 12 15 14 11 -11 13 -8 19 16 17 29 -18 34 21 -21 -22 -24 27 26 -26 32 -29 -9 31 -31 -25 -32 35 37 -23 42 -39 40 -40 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28 28 29 33 18 32 18 40 21 55 2 64 21 23 18 46 64 26 34 33 61 28 18 37 26 10 34 28 28 38 split_gain=0.128456 0.0685206 0.0976579 0.0218713 0.133946 0.0319301 0.0503349 0.0437372 0.0380989 0.0320673 0.0247698 0.0233994 0.0223461 0.891437 0.0235091 0.0227053 0.0147635 0.129079 0.0675007 0.053072 0.0146005 0.0382064 0.0144715 0.0411879 0.0113589 0.00947077 0.0245732 0.0191837 0.00755518 0.0065247 0.00377517 0.00219379 0.00298793 0.00142574 threshold=65.827999999997715 65.156500000000975 56.936249999999752 57.479000000003005 48.586000000012071 43.835500000002874 54.405999999988133 4.2576149144745674 54.156499999999149 50.703000000004984 52.155999999988133 8.9380000000010131 5.4047706819994694 10.833113402061914 2.5000000000000004 8.9369999999989904 0.077781745932218052 7.8829999999998117 7.9369999999989895 5.9369999999908041 8.7650000000033987 11.500249999997324 9.0625000000000018 12.468122712914562 14.979922279792747 42.282999999999454 42.655999999999047 29.804115384615361 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0.0001091958152105405 0.00050371514535799426 -9.7365077562631218e-05 -0.00039183516535384199 0.00017757764075920562 8.404514540461043e-05 -0.00019365461858238887 0.00015455457293933641 0.00014206467130919843 -0.00011177353889708157 0.00010006234372297026 4.8587706047308578e-06 leaf_weight=167804 21 24 23 27 25 39 20 20 23 32 21 26 20 22 89 36 22 33 32 6267 20 23 42 25 126 20 108 20 24 21 22 21 35 5628 leaf_count=167804 21 24 23 27 25 39 20 20 23 32 21 26 20 22 89 36 22 33 32 6267 20 23 42 25 126 20 108 20 24 21 22 21 35 5628 internal_value=0 -5.42685e-08 2.28837e-08 -6.73231e-08 -0.000223328 -2.87504e-09 0.000166173 0.000491166 -1.29173e-07 3.1792e-05 -7.25146e-08 0.00017096 -1.1621e-07 -7.90793e-05 3.20075e-05 1.19871e-05 6.96101e-08 1.61803e-05 1.33474e-05 1.58669e-05 -1.50249e-05 -0.000163534 1.85909e-05 0.000113352 -4.55528e-05 1.36549e-05 1.47072e-05 -0.000153285 -5.3387e-07 1.53005e-05 -5.06974e-07 -5.25231e-07 -5.1159e-07 -5.32058e-07 internal_weight=0 180740 180716 180693 52 180641 137 40 180504 97 180481 65 180460 424 404 382 180036 6502 6480 6447 346 64 282 114 168 6415 6375 40 173534 44 173510 173488 173467 173432 internal_count=180761 180740 180716 180693 52 180641 137 40 180504 97 180481 65 180460 424 404 382 180036 6502 6480 6447 346 64 282 114 168 6415 6375 40 173534 44 173510 173488 173467 173432 is_linear=0 shrinkage=0.01089 Tree=891 num_leaves=49 num_cat=0 split_feature=18 57 41 20 9 22 43 35 26 40 57 22 40 41 22 26 34 52 18 35 34 56 33 3 20 49 32 20 52 20 20 26 45 38 18 39 34 31 52 53 34 50 5 10 1 1 9 15 split_gain=0.0999369 1.3111 0.327901 0.050185 0.081847 0.126535 0.189359 0.0172132 0.0208583 0.0214056 0.0433519 0.0337115 0.0191296 0.0141702 0.0327976 0.0495511 0.0216377 0.0500302 0.0475566 0.0324486 0.0312585 0.0252259 0.0310995 0.0229883 0.0183893 0.017919 0.0115387 0.0115363 0.062433 0.025867 0.0116928 0.0169772 0.0180709 0.0359496 0.0120031 0.962584 0.153224 0.0103614 0.0204463 0.00958294 0.00465679 0.00361915 6.12068e-06 1.72601e-05 6.17682e-05 4.80761e-06 9.6714e-06 3.33199e-07 threshold=58.65649999999733 18.648517342140469 66.922000000002313 51.671999999999578 -0.87322439853274625 51.797500000011503 28.039060000000031 59.780999999988133 36.578000000001346 13.742500000000293 15.331391452504475 50.155999999988133 10.312500000000002 42.311999999987172 38.586000000012071 37.827999999999527 9.4380000000128366 8.8900000000030577 46.030999999988133 46.530999999988133 13.265500000000431 17.398500000002972 3.4658069448373223 2.5000000000000004 43.570499999998908 21.824306122448942 43.140500000001346 40.484249999999527 8.7650000000033987 37.518250000002816 36.402500000007429 34.593499999995409 11.767324756994549 34.718499999988133 7.6324999999997098 0.59457746412323442 6.9060000000026784 34.773428571428155 8.5630000000128366 50.812499999985455 29.390499999999523 31.219000000000964 -0.91507307026059792 -0.81655236941868636 4.5000000000000009 4.5000000000000009 0.25033082153100911 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 7 -5 -6 -7 8 27 11 -11 12 13 14 15 -10 23 20 19 -19 -18 22 -22 26 -21 -25 -15 29 -29 30 31 34 -33 -34 35 42 -36 40 -39 -40 41 -38 43 44 -1 47 -47 -44 right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 -13 -14 16 -16 -17 17 18 -20 24 21 -23 -24 25 -26 -27 -28 28 -30 -31 -32 32 33 -35 36 -37 37 38 39 -41 -42 -43 45 -45 -46 46 -48 -49 leaf_value=-6.3266413805781829e-07 0.002067197299403451 -0.0016095267314024818 -0.0013601040068734356 0.00080976878555369717 0.00060037821956674038 -0.0010878340681597209 0.00024660084578593215 -0.00028013866741739704 2.8206254178355691e-05 -6.6459368489784146e-05 0.00057578230991820248 -0.00036331296990486147 -0.00024438671891341087 0.00028250547779230117 -9.1253676491965529e-05 0.00066043578153467575 0.00038052312430941505 0.00051776995559942127 0.00069879566158249299 0.00015884430541113223 -0.00035420248962559676 0.00021326270172723584 -1.0788973206565802e-05 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7.17173e-08 0.000231533 7.99296e-05 -0.000247355 -7.04308e-08 -2.99148e-08 6.41239e-05 0.000279895 4.44122e-05 6.2307e-05 7.63955e-05 0.000201144 0.00035027 4.95017e-05 9.39729e-05 0.000281151 0.000157845 -6.83945e-06 -5.38545e-05 -0.000115428 -8.98511e-05 3.15852e-05 -0.00023337 9.97725e-05 -2.43617e-07 0.000172151 -2.87869e-07 -2.27681e-07 -2.61868e-07 -0.000161907 -0.000267528 -1.92457e-07 -9.62118e-07 1.00975e-05 8.28915e-06 0.000119831 7.29035e-06 7.40389e-06 7.68142e-06 -6.6906e-07 -8.47304e-07 -1.48702e-06 -6.43325e-07 -5.41612e-07 -6.83927e-07 internal_weight=0 47 180714 180693 111 88 54 180582 180556 599 50 549 526 503 89 59 414 314 110 85 204 182 148 100 63 57 43 179957 46 179911 179873 179846 77 55 179769 167261 12508 12480 98 65 12382 12361 167240 20964 4099 146276 41927 104349 internal_count=180761 47 180714 180693 111 88 54 180582 180556 599 50 549 526 503 89 59 414 314 110 85 204 182 148 100 63 57 43 179957 46 179911 179873 179846 77 55 179769 167261 12508 12480 98 65 12382 12361 167240 20964 4099 146276 41927 104349 is_linear=0 shrinkage=0.01089 Tree=892 num_leaves=36 num_cat=0 split_feature=23 41 44 57 19 21 25 49 55 22 19 21 55 6 64 64 48 33 28 29 23 40 28 48 63 29 61 5 48 22 27 59 39 21 62 split_gain=0.157492 0.190817 0.0603883 0.168614 0.0896516 0.047155 0.0313523 0.152136 0.0754672 0.0533704 0.0233807 0.0186308 0.933265 0.0294416 0.017349 0.020364 0.0328592 0.0216233 0.0835215 0.0155627 0.0511572 0.0453697 0.0345787 0.0449772 0.034946 0.0291561 0.0593421 0.059437 0.0187602 0.023568 0.0192849 0.0187762 0.0141993 0.0108592 0.00825313 threshold=65.257999999998006 66.922000000002313 44.875000000000007 20.236765292624995 57.195249999998858 2.7403923304846787 49.187499999998188 23.563142857142804 20.850432989690717 50.155999999988133 48.812750000011881 5.4047706819994694 10.833113402061914 -0.84646129610493615 8.9369999999989904 8.7419999999999636 38.187500000000007 12.903318481202655 9.2345000000000272 49.281500000011881 44.28149999999733 8.9370000000035379 38.772999999999236 45.156499999999149 13.262741838586033 45.156499999999149 17.428393782383427 -0.20298171012663577 42.655999999999047 38.586000000012071 0.45472372565136648 46.90649999999733 7.3454550844618014 0.83968930265902531 9.436999999987167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -5 9 -8 -9 10 11 19 -13 -14 15 17 34 32 -19 22 -21 -22 25 24 -24 28 -27 -28 29 30 -1 -31 -15 -26 -17 right_child=-2 -3 3 5 -6 -7 7 8 -10 -11 -12 12 13 14 -16 16 -18 18 -20 20 21 -23 23 -25 33 26 27 -29 -30 31 -32 -33 -34 -35 -36 leaf_value=-4.566943065587879e-07 0.00094256226924549393 -0.0010631759663540558 0.00098191212691341526 0.00018036889912234145 -0.00066535516094742007 -0.00047549677369951597 0.00077022296402111065 -0.00054623698171300447 0.00021173621897189944 -0.00056235258602754746 0.00027735012892621491 -0.0023671431169660206 0.00035338744088892892 9.1934136857368582e-05 0.00023104238527584442 6.9977060465686397e-05 -0.00051960274914236379 0.00076999617326515245 -0.00021215456696643893 0.00016085340568123565 -0.00077450445134529585 -0.00010374077210379041 -0.00018165578294968774 0.0006656843457008327 0.00047456160691401381 0.00018442048966371466 -7.678948195785897e-05 -0.00084510128631035695 0.00029247889155062547 1.0440795370063492e-05 2.2186952374190206e-05 -0.00041579362194543598 -9.0073398355677617e-05 0.00012880788577835389 -0.00018766183446561376 leaf_weight=175116 21 20 28 37 24 20 35 28 35 20 36 20 33 93 39 38 22 20 21 37 20 30 33 20 20 28 25 23 26 21 4577 29 112 24 24 leaf_count=175116 21 20 28 37 24 20 35 28 35 20 36 20 33 93 39 38 22 20 21 37 20 30 33 20 20 28 25 23 26 21 4577 29 112 24 24 internal_value=0 -9.36049e-08 2.40202e-08 0.000290184 -1.12404e-07 -4.93651e-05 -2.37702e-08 0.000194684 -0.000124772 -1.29656e-07 -6.71362e-08 -1.22667e-07 -7.23942e-05 4.18224e-05 1.38652e-05 -1.17306e-05 -0.000158169 3.81695e-05 0.000266419 4.65969e-08 -0.00014555 -0.000372814 1.17162e-07 0.00020565 8.56508e-05 6.12935e-09 -0.000213216 -0.000445726 9.64513e-08 5.39694e-08 1.19915e-07 -0.000236293 -7.3681e-06 0.000286751 -2.93378e-05 internal_weight=0 180734 180714 85 180629 57 180605 98 63 180507 180487 180451 422 402 369 330 84 246 41 180029 87 50 179942 97 77 179845 76 48 179769 179743 179693 50 205 44 62 internal_count=180755 180734 180714 85 180629 57 180605 98 63 180507 180487 180451 422 402 369 330 84 246 41 180029 87 50 179942 97 77 179845 76 48 179769 179743 179693 50 205 44 62 is_linear=0 shrinkage=0.01089 Tree=893 num_leaves=25 num_cat=0 split_feature=23 47 32 34 18 18 34 18 44 26 28 37 49 28 19 22 57 55 9 8 22 21 55 21 split_gain=0.154084 0.115474 0.0791448 0.0780054 0.0435706 0.0402186 0.025503 0.0746228 0.0490126 0.0443907 0.0295448 0.117564 0.0771091 0.0243143 0.0183606 0.0291577 0.0329163 0.0794616 0.0490961 0.0382615 0.0208871 0.0180753 0.913694 0.0123772 threshold=65.257999999998006 66.922000000002313 9.6175000000002928 50.780999999988133 58.65649999999733 57.405999999997228 44.312500000000007 50.780999999988133 48.140500000004984 50.765750000005944 43.835500000002874 30.353346153846225 24.292091836734699 42.655999999999047 50.312249999988133 40.812499999989093 13.011076056889957 21.337953608247414 0.43982890882219988 -0.75000000000000011 40.437500000000007 5.4047706819994694 10.833113402061914 4.8953002461536661 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 8 9 10 -8 13 12 -12 14 15 20 18 -18 -17 -19 21 23 -23 -1 right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 17 19 -20 -21 -22 22 -24 -25 leaf_value=7.9286347980099213e-09 0.00093230826944775964 -0.0001091664228166024 -0.0010678653713441187 0.00060804117041165183 -0.00048441560880051746 0.00048807147525904292 -0.00027887475246656971 -0.00071661775857023615 0.00049191647277353724 0.00037021970338115006 0.00036661778666851089 0.0009296445327460069 -0.0004716138908813952 -0.00036194778444118258 -0.00026081152229063962 0.0005884400285698833 -0.00046468987014042056 0.00062869830693365906 1.801857796230739e-05 -3.6171902658329549e-06 -0.00032814662620213748 -0.0023413923455756543 4.347412372344399e-05 0.00015387431446608281 leaf_weight=179759 21 21 20 25 22 20 26 23 24 24 26 20 26 22 32 38 28 20 34 26 23 20 393 62 leaf_count=179759 21 21 20 25 22 20 26 23 24 24 26 20 26 22 32 38 28 20 34 26 23 20 393 62 internal_value=0 -9.25864e-08 -0.00057781 3.84147e-08 -4.56361e-08 1.32566e-08 -4.06882e-08 -0.000203515 4.145e-08 3.21619e-05 -2.38456e-08 0.000220497 -5.19872e-05 -1.1201e-07 -6.76963e-08 -2.12613e-08 0.000153801 -7.13302e-06 0.000319543 0.000270864 -1.46022e-07 -1.03973e-07 -7.20631e-05 6.11519e-08 internal_weight=0 180734 41 180693 180668 180646 180626 73 180553 50 180529 72 52 180457 180435 180403 146 74 72 46 180257 180234 413 179821 internal_count=180755 180734 41 180693 180668 180646 180626 73 180553 50 180529 72 52 180457 180435 180403 146 74 72 46 180257 180234 413 179821 is_linear=0 shrinkage=0.01089 Tree=894 num_leaves=32 num_cat=0 split_feature=18 27 47 31 62 34 34 18 28 45 64 35 18 26 53 64 27 18 27 28 19 47 22 2 22 34 19 45 34 58 33 split_gain=0.126244 0.965003 0.141293 0.130693 0.0238283 0.0224012 0.0407825 0.0480295 0.0393086 0.0904767 0.111793 0.0273581 0.0541355 0.0270644 0.0186341 0.0139447 0.813377 0.0689478 0.014885 0.0121707 0.02388 0.0679776 0.0393858 0.0393043 0.0177293 0.0377235 0.0288373 0.00320091 0.00362258 0.0030667 0.00164453 threshold=58.65649999999733 4.4158278203573138 66.922000000002313 17.8415 11.492249999997325 50.780999999988133 44.312500000000007 50.780999999988133 43.835500000002874 18.894103078349467 8.4769999999987267 57.562500000000007 54.156499999999149 50.765750000005944 58.297500000011503 4.2889999999988513 3.9046281848491389 7.6324999999997098 2.2813957345810745 42.282999999999454 43.570499999998908 50.780999999988133 48.828500000001448 13.500000000000002 38.586000000012071 9.4380000000128366 38.198999999999621 6.4068784569500119 9.2190000000005075 8.8595000000020736 0.2592171621032085 decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 6 8 13 11 10 -10 12 15 -8 -11 16 18 -17 27 20 24 23 -23 -22 26 -26 -19 28 30 -29 -1 right_child=1 -3 3 -5 -6 -7 7 -9 9 14 -12 -13 -14 -15 -16 17 -18 19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31 -32 leaf_value=-6.5464793658947763e-07 -0.0010978745424531926 0.0020275955697706695 -5.0825256860353458e-05 -0.0012682398099838584 0.00037565918251801321 0.00030783198633276335 -0.0002971228811925564 -0.00066960660461731064 0.0011163411667827197 -0.00039322897693181823 8.5951909285092483e-05 0.00035297088778668269 -0.00048755953915197457 0.00021691832607089874 7.0138832148565019e-05 0.00047393835239833179 -0.0021429140373000134 8.3182851052804646e-06 -0.00028376748529423517 -0.00019036185325581534 8.9574224013936138e-05 -0.00031507275615278433 0.00028704876367410923 0.00067754399454710804 -0.0003448345267073711 3.5484082929197859e-05 0.00017725586867016872 0.00017159718307906886 -0.0001471253187620445 -8.0152330560919289e-06 4.035547613879134e-05 leaf_weight=167262 22 25 22 20 20 28 27 23 22 20 29 26 27 22 21 38 21 12351 22 36 23 36 20 33 52 76 121 25 20 20 116 leaf_count=167262 22 25 22 20 20 28 27 23 22 20 29 26 27 22 21 38 21 12351 22 36 23 36 20 33 52 76 121 25 20 20 116 internal_value=0 0.000564185 -1.56367e-07 -0.000631553 -9.25129e-09 -5.10702e-08 -9.9023e-08 -0.000259187 4.24975e-09 0.000225022 0.000531256 -1.10425e-07 -1.61536e-07 -6.577e-05 -0.000155306 -8.83257e-08 -9.25326e-07 1.08735e-05 -6.56285e-07 9.49021e-06 1.00587e-05 0.000168369 -9.95078e-05 0.000436676 8.649e-06 -0.000118836 9.95979e-06 -6.18886e-07 -6.43743e-07 9.11883e-05 -6.26056e-07 internal_weight=0 47 180579 42 180537 180517 180489 72 180417 92 51 180325 180299 49 41 180272 167486 12786 167465 12748 12712 112 56 56 12600 128 12472 167443 167398 45 167378 internal_count=180626 47 180579 42 180537 180517 180489 72 180417 92 51 180325 180299 49 41 180272 167486 12786 167465 12748 12712 112 56 56 12600 128 12472 167443 167398 45 167378 is_linear=0 shrinkage=0.01089 Tree=895 num_leaves=25 num_cat=0 split_feature=41 20 29 29 40 25 34 25 61 54 44 21 55 34 39 54 64 22 34 54 27 34 59 25 split_gain=0.130598 0.146227 0.0865 0.0585091 0.0690156 0.0285078 0.0428281 0.0330674 0.0426277 0.0285497 0.0197598 0.0202588 0.847229 0.0415136 0.0507753 0.0492511 0.0231255 0.0175713 0.0426604 0.0332475 0.0151807 0.0413138 0.0121238 0.00212964 threshold=66.922000000002313 60.406250000000007 60.297000000000487 57.479000000003005 8.8564999999998708 52.304624999997039 47.679499999999287 49.187499999998188 17.947782383419682 54.156499999999149 44.125000000000007 5.6123065222685531 10.881768041237116 8.8130000000128366 9.9330767904810724 44.594000000011881 8.9369999999989904 46.030999999988133 9.1244999999998999 46.030999999988133 0.45472372565136648 7.6324999999997098 49.133000000008913 11.582124999999452 decision_type=2 2 2 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 -5 6 7 9 -9 10 11 17 -13 14 22 16 -15 19 -19 20 23 -22 -14 -1 right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 leaf_value=-3.9609022127442841e-07 0.00077142874698981039 -0.00080116373243326955 0.00058450046078098049 -0.00081021109561888371 2.3282157908706281e-05 0.00033009970108519612 -0.00050369736899035769 -0.00011234180620540151 0.00049835238273671046 -0.00036790849596435131 0.00033382977460181 -0.0022612652168216858 0.00023255870988488713 -1.7996510697481024e-05 0.00070436783333918142 -0.00049376067962182712 0.00027357622518872047 -0.0005466196070428404 0.0001022801864488605 0.00034567827902596014 0.00035911072777740794 1.6123968168082754e-05 -9.1511532770836059e-05 -4.3037638076230045e-05 leaf_weight=174864 26 27 30 23 24 31 20 22 35 25 21 20 30 250 22 24 37 23 25 33 42 4808 25 139 leaf_count=174864 26 27 30 23 24 31 20 22 35 25 21 20 30 250 22 24 37 23 25 33 42 4808 25 139 internal_value=0 -1.20501e-07 -4.77953e-10 -9.78238e-08 -0.00038419 2.08311e-09 -5.45059e-08 1.22215e-09 0.000262206 -8.15081e-08 -3.03271e-08 -6.93964e-08 -7.67176e-05 3.59341e-05 0.000262304 -2.00376e-05 1.9514e-05 1.04258e-07 -0.000208178 1.60014e-07 9.64226e-08 1.91014e-05 8.47723e-05 -4.30123e-07 internal_weight=0 180600 180573 180543 47 180496 180465 180445 57 180388 180363 180342 408 388 77 311 287 179934 48 179886 179853 4850 55 175003 internal_count=180626 180600 180573 180543 47 180496 180465 180445 57 180388 180363 180342 408 388 77 311 287 179934 48 179886 179853 4850 55 175003 is_linear=0 shrinkage=0.01089 Tree=896 num_leaves=68 num_cat=0 split_feature=38 35 41 18 33 29 9 22 53 21 57 38 18 55 64 59 64 23 64 40 61 16 21 38 49 22 21 21 7 38 0 61 63 61 61 20 61 33 37 39 21 56 21 33 59 28 22 61 37 18 39 40 57 23 64 23 64 23 40 18 55 18 21 0 12 0 0 split_gain=0.038656 0.274867 0.188738 0.221662 0.0626299 0.0412916 0.117721 0.113745 0.031057 0.0190946 0.820161 0.0211323 0.0405752 0.0365499 0.0222748 0.018744 0.0142766 0.0125122 0.0587462 0.0532425 0.0501014 0.0487642 0.0703794 0.0518634 0.0309969 0.0233733 0.0153844 0.0237189 0.0275421 0.0226458 0.0216586 0.012391 0.0109935 0.0103423 0.0201658 0.0182014 0.0217459 0.040494 0.038604 0.0280354 0.0171859 0.0163967 0.0269718 0.0130581 0.0073263 0.00990033 0.010727 0.0103687 0.0068221 0.140754 0.134225 0.0256515 0.00649072 0.00466187 0.0077891 0.00496216 0.00815965 0.00438699 0.00322991 0.00258699 0.00186006 3.78315e-05 5.97173e-05 4.54072e-05 1.1704e-06 1.86692e-05 1.1228e-07 threshold=52.155999999988133 66.218500000000873 65.827999999997715 58.65649999999733 6.2685787285392793 54.405999999988133 -0.87322439853274625 51.797500000011503 58.297500000011503 5.6123065222685531 3.8603692723626422 8.9070000000001546 45.156499999999149 17.438628865979371 8.9369999999989904 45.688000000009204 8.8825000000033487 44.687499999989093 8.9369999999989904 9.484500000002301 24.089878238341981 1.0000000180025095e-35 1.1271282092117145 38.468500000002685 20.833387755102105 21.280999999988129 3.4033049378599292 3.7126641546161818 1.0000000180025095e-35 32.562500000003645 18.500000000000004 18.975391191709896 10.170230217754048 19.273598445595859 18.975391191709896 42.922000000000487 19.820272020725394 14.872451447055276 20.817307692307697 15.502261774919782 3.1377863415153051 8.7190000000118761 1.1935962466410353 8.854982517917362 59.780999999988133 15.398499999999332 13.890999999999623 16.162321243523262 8.0889230769232849 7.6324999999997098 0.41106506694134098 5.2884999999896545 1.9953155277859722 24.218500000000635 8.0620000000026284 22.648499999999334 7.9924999999993824 7.8829999999998117 8.9690000000005075 20.515500000000007 11.25966494845361 8.0625000000000018 0.00035355338937908241 11.500000000000002 -0.9330127018922193 21.500000000000004 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 5 -2 9 -7 8 -8 17 -11 13 14 15 16 -12 44 25 19 20 21 -19 -23 24 -24 48 30 -28 29 -29 33 32 -30 34 40 36 38 39 -35 -38 41 42 -27 -43 45 46 58 -47 50 -50 52 -51 61 55 -55 57 -57 60 -13 -59 -53 62 64 -63 65 -1 -66 right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 -25 -26 26 27 28 31 -31 -32 -33 -34 35 -36 -37 37 -39 -40 -41 -42 43 -44 -45 -46 47 -48 -49 49 51 -52 53 -54 54 -56 56 -58 59 -60 -61 -62 63 -64 -65 66 -67 -68 leaf_value=-6.5982480780861271e-07 0.00063593453537403037 -0.0013399644108502537 0.00098593378955745699 -0.00090613789412642893 -0.00012724526177483047 0.00090329914351759558 0.00062047702023785157 -0.00046465591435706382 9.5417259855736075e-05 -0.0022238241071887797 0.00023996824130648872 -0.00010712751548110137 -0.00045295635250514478 0.00057436780185512331 0.00028535393790689545 -0.00017790512535578276 -0.00026897881113673142 0.00043305048393949127 -0.00053853417767563518 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4.15425e-05 1.76175e-05 9.33505e-05 6.98315e-05 2.87497e-05 0.000287028 7.52037e-05 2.92631e-05 4.08883e-05 -0.000166732 5.58472e-05 2.10892e-05 -1.80737e-06 4.52962e-05 -0.000123742 -1.8081e-07 8.00426e-06 -7.34209e-07 6.1219e-06 -6.22156e-07 5.41006e-06 -0.000107702 5.84622e-06 0.000126921 5.41032e-06 2.93984e-06 5.82155e-06 -0.000108366 -6.46363e-07 -6.49145e-07 9.5234e-06 -6.46357e-07 -5.34864e-07 -6.55569e-07 internal_weight=0 75 180613 180590 55 180558 111 88 54 180447 406 386 313 73 291 51 255 180041 221 192 157 137 114 79 47 179820 1163 147 108 43 1016 65 43 992 679 313 290 244 46 220 654 627 42 585 233 204 147 57 178657 11311 167346 11284 167324 11263 43 11220 40 11180 122 11140 40 167303 167260 43 167233 12993 154240 internal_count=180688 75 180613 180590 55 180558 111 88 54 180447 406 386 313 73 291 51 255 180041 221 192 157 137 114 79 47 179820 1163 147 108 43 1016 65 43 992 679 313 290 244 46 220 654 627 42 585 233 204 147 57 178657 11311 167346 11284 167324 11263 43 11220 40 11180 122 11140 40 167303 167260 43 167233 12993 154240 is_linear=0 shrinkage=0.01089 Tree=897 num_leaves=27 num_cat=0 split_feature=34 47 25 47 33 19 43 25 49 49 34 43 35 21 57 30 23 37 50 37 30 39 40 19 57 30 split_gain=0.0493221 0.1224 0.131948 0.0779887 0.217804 0.113329 0.0261275 0.0322623 0.109593 0.113134 0.0200727 0.0261278 0.0242786 0.0257636 0.792703 0.0280564 0.0317147 0.018168 0.0161364 0.0129493 0.136679 0.13132 0.0246908 0.00783666 0.00635027 3.69649e-05 threshold=52.000000000000007 68.312500000000014 59.746124999999218 66.218500000000873 17.682393885929752 57.195249999998858 33.437500000000007 50.914124999999792 23.563142857142804 26.712846938775517 42.156500000000968 28.039060000000031 56.757999999999818 5.6123065222685531 3.8603692723626422 46.030999999988133 45.406000000002685 35.120153846153144 13.594000000011876 8.0889230769232849 7.6324999999997098 0.41106506694134098 5.2884999999896545 22.156500000004602 1.9953155277859722 8.0625000000000018 decision_type=2 2 2 2 2 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 -5 6 7 10 -9 -10 12 -12 13 19 -15 16 18 -11 -16 21 -21 24 -22 -24 25 -1 right_child=-2 -3 -4 4 -6 -7 -8 8 9 17 11 -13 -14 14 15 -17 -18 -19 -20 20 22 -23 23 -25 -26 -27 leaf_value=-6.4207910347719069e-07 -0.00048360396080808575 0.00085135501518838856 -0.00082456495504494782 -0.00010754761248533025 0.0013158878235533628 -0.00081945926376800747 -0.00028553812134853534 0.00091640566203517908 -0.00068400007092543191 9.3041403124579554e-05 -0.00047762537697658311 7.0791768687521715e-06 0.0003263311626171518 -0.0021996322700230811 0.00010923934684248574 -0.00027617352644924081 0.00045146341007430685 0.00054833135931483244 -4.3439346362225842e-05 0.00078441312927567705 0.00038199762346233918 -0.00084162610522799401 5.4571215414688919e-06 3.3366621298019738e-05 0.00018864383712374435 9.4127830670690556e-06 leaf_weight=167260 25 20 23 35 20 20 38 20 20 22 24 29 27 20 148 34 22 20 184 27 21 22 11207 1336 21 43 leaf_count=167260 25 20 23 35 20 20 38 20 20 22 24 29 27 20 148 34 22 20 184 27 21 22 11207 1336 21 43 internal_value=0 -7.28681e-08 -1.67388e-07 -6.21595e-08 0.00040987 -1.87226e-07 -9.6221e-08 -3.59433e-08 0.000215894 -9.86743e-06 -1.34258e-07 -0.000211991 -7.18287e-08 -1.20887e-07 -8.65575e-05 2.24068e-05 5.1177e-05 0.000310672 2.45415e-05 7.49606e-08 1.07255e-05 -7.26218e-07 9.05936e-06 8.43212e-06 -6.15383e-07 -6.39328e-07 internal_weight=0 180663 180643 180620 55 180565 180545 180507 82 62 180425 53 180372 180345 408 388 354 42 332 179937 12591 167346 12564 12543 167324 167303 internal_count=180688 180663 180643 180620 55 180565 180545 180507 82 62 180425 53 180372 180345 408 388 354 42 332 179937 12591 167346 12564 12543 167324 167303 is_linear=0 shrinkage=0.01089 Tree=898 num_leaves=51 num_cat=0 split_feature=47 18 29 19 26 28 19 47 23 40 33 38 18 62 63 61 37 33 33 57 18 39 28 63 29 40 33 23 33 18 40 28 18 28 53 59 25 18 33 18 9 58 40 33 18 18 18 19 9 63 split_gain=0.12254 0.212509 0.162325 0.169114 0.0207265 0.079069 0.0472681 0.0359706 0.0163366 0.0233967 0.0175312 0.855711 0.0130029 0.0730668 0.0232043 0.0137929 0.0257883 0.0224597 0.0179068 0.0162315 0.0167826 0.0101346 0.0509829 0.0357639 0.00890657 0.0075421 0.00596039 0.107021 0.112763 0.0667916 0.0171198 0.00293124 0.0031065 0.00176738 0.00153606 0.00160514 0.000944895 0.00082141 0.00144157 0.00132021 0.0011733 0.000514585 0.0011611 0.00103688 0.000438638 0.000409838 0.000727154 0.000448172 0.000383287 0.000222494 threshold=68.312500000000014 63.020999999997009 65.156500000000975 57.195249999998858 51.464749999999192 49.148500000000247 51.671999999999578 58.297500000011503 14.50800000000004 8.0155000000004311 3.0740012867084556 10.390499999997703 50.780999999988133 9.0785000000014424 20.090998128362546 22.329339378238345 14.438076923075782 13.977761864547393 9.1661053737378406 16.941211105505175 40.828499999999629 17.516716881500578 42.282999999999454 11.884275000016713 42.155999999999047 8.0629999999982847 0.049962605047468779 7.8829999999998117 0.50745785147421751 7.9369999999989895 5.2884999999896545 7.8829999999998117 8.3129999999982847 7.9849999999996735 25.780999999988129 21.960999999999334 12.089874999999894 10.687999999996466 0.032040514047279076 10.562999999998285 0.75778426208340954 8.2809999999881274 9.5154999999999763 0.049175584409285128 8.4375000000000018 11.187500000000002 10.390499999997703 10.343750000000002 -0.6880826349756709 17.170434508924387 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 -7 10 -10 26 -12 14 -14 15 19 -17 18 -18 21 24 22 -11 -23 -21 -13 37 28 -28 -29 -31 32 -32 -33 35 48 -37 39 -39 41 -40 42 43 -1 -43 46 47 -36 -27 -46 right_child=-2 -3 -4 -5 5 7 -8 -9 9 12 11 25 13 -15 -16 16 17 -19 -20 20 -22 23 -24 -25 -26 34 27 29 -30 30 31 33 -34 -35 45 36 -38 38 40 -41 -42 44 -44 -45 49 -47 -48 -49 -50 -51 leaf_value=-6.2796954304900299e-07 0.00085183031530961374 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0.0105162 0.0264205 0.0104173 0.0155916 0.00584344 0.00432184 0.00428611 0.00640731 0.00353869 0.0771515 0.00343798 0.00386788 0.00264293 0.00172383 0.00642746 0.00456126 0.00408483 0.00167212 0.000790624 0.000566895 threshold=66.922000000002313 58.65649999999733 56.64099999999781 52.76599999999781 51.671999999999578 58.297500000011503 17.421999999999574 3.3640605115116764 7.6324999999997098 2.8839350070722829 50.312249999988133 48.812750000011881 16.637282325011871 21.20977034510123 46.030999999988133 42.742000000002015 44.46899999999733 9.7323061224489766 0.43813463158589139 6.0100540866782692 3.6451381459528007 15.938000000009199 8.5000000000000018 0.043840620421917949 7.5309999999881265 13.398499999999332 43.569999999986983 14.281250000001821 0.011313708498837812 8.367000000000191 10.937999999997375 17.718999999997326 11.035000000008951 7.5309999999881265 16.656000000002681 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 9 -8 20 11 14 -12 -14 15 16 17 18 -10 -19 21 23 -23 28 -25 27 -27 -26 32 31 -31 -30 33 -1 -34 right_child=-2 -3 -4 -5 5 -7 8 -9 10 -11 12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 22 -24 24 25 26 -28 -29 29 30 -32 -33 34 -35 -36 leaf_value=-6.4128947056702686e-07 0.00086882397897685402 -0.0010137147429154956 0.00045415312996431204 -0.0003273053122033739 0.00063650012802351184 -0.00019339068365055028 0.00048717119861307607 -0.0019056870665645231 0.00035129293282020417 0.00033598863241014314 -0.0005263286185909525 0.00041183802685678159 0.00034812364354881638 -0.00040497855901463456 -0.00021123711874299674 -0.00019540634101799587 0.00036913487254477148 9.7580570530201422e-06 2.2648187732193601e-06 5.5313233599004741e-05 -0.00016033201222292453 0.00024442394058585005 -2.0371162235359836e-05 0.00054150263610916981 6.3136602686054309e-06 -2.1112833273417491e-05 -0.00016928134036474628 0.00012596149179313162 -3.6719970814489168e-05 -3.0653288164915095e-06 -0.00015624942356309504 -0.00025082341612886727 2.268737379792183e-05 6.7743198814809784e-06 9.7948853377017832e-05 leaf_weight=167101 25 39 20 34 33 27 29 30 27 30 20 33 29 21 29 28 25 5038 35 358 20 21 22 32 4812 131 25 22 21 585 24 22 24 1722 26 leaf_count=167101 25 39 20 34 33 27 29 30 27 30 20 33 29 21 29 28 25 5038 35 358 20 21 22 32 4812 131 25 22 21 585 24 22 24 1722 26 internal_value=0 -2.06042e-07 1.29628e-08 -3.72752e-08 2.42894e-08 0.000262652 -6.29644e-08 -6.09276e-07 1.67558e-05 -2.81628e-07 1.43316e-05 1.61221e-05 -0.000127789 3.12296e-05 1.37584e-05 1.49482e-05 1.60283e-05 1.44044e-05 0.000154776 1.27858e-05 -3.39603e-07 -3.21097e-07 0.000108361 -3.48043e-07 8.66046e-06 5.2356e-06 -4.5055e-05 6.86447e-06 -6.15074e-07 -1.82893e-05 -9.15284e-06 -0.000146975 -5.4667e-07 -5.65485e-07 6.24018e-05 internal_weight=0 180495 180456 180436 180402 60 180342 174670 5672 174640 5643 5573 70 50 5540 5511 5483 5458 62 5396 174610 174590 43 174547 5022 4990 156 4834 169525 652 609 43 168873 168823 50 internal_count=180520 180495 180456 180436 180402 60 180342 174670 5672 174640 5643 5573 70 50 5540 5511 5483 5458 62 5396 174610 174590 43 174547 5022 4990 156 4834 169525 652 609 43 168873 168823 50 is_linear=0 shrinkage=0.01089 Tree=900 num_leaves=37 num_cat=0 split_feature=32 47 18 47 23 49 37 33 18 28 35 23 27 18 27 34 26 38 19 27 29 27 40 26 18 18 29 33 18 31 37 19 46 44 33 28 split_gain=0.202777 0.438767 0.183881 0.103523 0.0490007 0.0695179 0.123686 0.113145 0.022072 0.0315035 0.0152254 0.0169764 0.0747594 1.41604 0.0520674 0.0148162 0.0596635 0.0453528 0.0408016 0.0173776 0.0142797 0.0389924 0.0439072 0.0325205 0.0250691 0.0210369 0.0133466 0.00430036 0.11077 0.00825301 0.00313961 0.00263145 0.000471536 0.000234585 0.000548594 0.000191463 threshold=59.664000000004314 68.312500000000014 58.65649999999733 66.922000000002313 53.765500000001346 15.251908163265066 34.176692307692356 19.156336177687155 52.155999999988133 49.148500000000247 59.780999999988133 10.703500000011902 2.3423112952835532 8.4455000000120908 2.0956881725732672 8.7889999999988522 39.589750000000102 10.770000000004076 38.718500000000866 18.942064829099973 49.281500000011881 2.519890920434245 9.5620000000017189 43.859499999998668 44.030999999988133 46.030999999988133 39.030999999999047 0.049962605047468779 7.6324999999997098 7.8704999999983043 13.761423076923307 10.655999999995403 7.5309999999881265 13.148500000000015 6.6694014402659691 8.570500000011636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 7 -7 9 10 11 12 14 -14 27 16 17 18 26 20 23 -22 -23 25 -25 -17 -13 31 -29 -30 -15 32 -1 34 -32 -35 right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 -12 15 13 30 -16 19 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 28 29 -31 33 -33 -34 35 -36 -37 leaf_value=-6.5945778930877356e-07 -0.0010959659930606202 0.0015371287206173471 -0.00078916037169010341 -0.00078301436872973442 -0.00032773572719203755 0.0013157290454711792 -0.00023926194815057818 0.00030703952801508711 -0.00030033905101798047 0.00033634328212533743 -0.00027420083870508623 3.8486531772672612e-05 -0.002971854227442432 0.000135375896008068 0.00047777673720831302 1.2611021490146759e-05 0.00060002113227398013 0.00055871535035106564 -0.0004514860976053643 0.00028246740106610243 -0.00050668398034949436 -0.00013257935856164258 0.00035193886429408643 6.7476437929869142e-05 0.00055392901171214968 -0.0003413727466092557 0.00031763339439885282 0.00066885829796602429 0.00019905862172648006 4.6267403935499289e-06 9.5871925736551761e-06 -0.00012544685771098354 3.8573295350104291e-06 -2.7507853129561024e-05 -6.5776030586382577e-05 4.5662886497169418e-06 leaf_weight=167300 20 22 35 20 21 20 27 39 29 33 24 634 20 21 27 3439 24 20 20 28 23 94 29 28 23 20 21 30 26 5476 24 20 2785 24 21 258 leaf_count=167300 20 22 35 20 21 20 27 39 29 33 24 634 20 21 27 3439 24 20 20 28 23 94 29 28 23 20 21 30 26 5476 24 20 2785 24 21 258 internal_value=0 4.63843e-08 -1.40798e-07 1.20112e-08 9.89569e-08 0.00023305 0.000370355 0.000649787 -3.8994e-08 9.13767e-09 -5.22528e-08 -1.56021e-08 -5.44042e-07 -0.000155593 -2.19052e-07 2.1105e-05 6.63315e-05 4.78444e-05 3.26494e-05 1.22704e-05 1.01919e-05 -9.53016e-05 -1.80773e-05 1.45884e-05 0.000287539 1.05542e-05 4.74885e-05 -2.92747e-07 9.156e-06 5.55134e-06 6.35248e-06 -6.00195e-07 -5.85336e-07 -1.857e-06 -2.49817e-05 1.73653e-06 internal_weight=0 180705 180683 180648 180628 107 86 59 180521 180492 180459 180435 176032 368 175664 4403 719 695 675 3684 3656 146 123 3510 51 3459 655 175637 5532 5502 348 170105 170085 327 45 282 internal_count=180725 180705 180683 180648 180628 107 86 59 180521 180492 180459 180435 176032 368 175664 4403 719 695 675 3684 3656 146 123 3510 51 3459 655 175637 5532 5502 348 170105 170085 327 45 282 is_linear=0 shrinkage=0.01089 Tree=901 num_leaves=29 num_cat=0 split_feature=32 28 24 26 23 40 24 28 21 21 6 53 9 50 21 2 23 29 64 26 0 26 23 24 44 51 27 2 split_gain=0.198389 0.287352 0.210728 0.0472417 0.0673737 0.108163 0.0215881 0.0286371 0.0146529 0.422854 0.0272897 0.0175864 0.0233102 0.0179146 0.0206181 0.0180597 0.0136643 0.0191863 0.0763831 0.04006 0.0419193 0.0261044 0.0416381 0.017374 0.0122187 0.0123955 0.0114244 0.00388327 threshold=59.664000000004314 52.624499999976258 58.65649999999733 54.124749999988133 53.765500000001346 8.7655000000031595 52.155999999988133 49.148500000000247 6.2204183540893956 5.7448890437333135 -0.84646129610493615 38.187500000000007 0.95291462550664241 31.219000000000964 14.605997672188648 19.500000000000004 51.65649999999733 49.281500000011881 8.9219999999991177 43.859499999998668 12.500000000000002 49.547000000005944 44.28149999999733 45.156499999999149 10.827999999999522 8.0602639349489866 0.088389290454674349 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 left_child=1 2 3 4 6 -6 7 8 9 16 -10 24 13 14 27 -16 17 19 21 23 -21 22 -19 26 -12 -26 -1 -13 right_child=-2 -3 -4 -5 5 -7 -8 -9 10 -11 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=-5.0892766424725547e-07 -0.0010840435383395119 0.00094666701016913343 -0.0011173228965728175 -0.00041827635550207497 -0.00013773826193205741 0.00076070651817303214 -0.00029707073294748881 0.00034202520599367468 0.00038957281626604545 -0.0011967317412882523 0.00036116488373053436 -5.8880536048518743e-05 0.00028320941144747703 0.00018753133649020414 -9.8240544658176018e-05 -0.00050759574438065023 0.00025971969798561055 0.00021858172969139512 -0.0006475828159900049 0.00066420674043686317 1.734399650566525e-05 0.00031533453421118664 -0.00026712316504703959 -0.00028138573504675642 -6.0933664233297211e-05 0.00025221685391549922 1.4065601604750529e-05 6.5150190115297309e-05 leaf_weight=173236 20 38 20 32 29 35 29 29 29 35 28 82 29 33 31 22 24 33 27 22 26 24 57 26 32 28 6622 47 leaf_count=173236 20 38 20 32 29 35 29 29 29 35 28 82 29 33 31 22 24 33 27 22 26 24 57 26 32 28 6622 47 internal_value=0 4.58881e-08 -1.53174e-07 -2.92043e-08 4.47934e-08 0.000353255 -8.02975e-08 -3.23992e-08 -8.75515e-08 -2.26614e-07 6.9221e-05 4.1132e-05 -6.3607e-06 -4.55719e-05 -8.80069e-05 -0.000268819 5.90195e-09 -2.85893e-08 -0.000127002 7.07715e-08 0.000314562 -3.36566e-06 -8.87142e-05 -1.303e-08 0.000173101 8.47794e-05 2.7524e-08 -1.34732e-05 internal_weight=0 180705 180667 180647 180615 64 180551 180522 180493 180132 361 332 244 215 182 53 180097 180073 141 179932 48 114 90 179884 88 60 179858 129 internal_count=180725 180705 180667 180647 180615 64 180551 180522 180493 180132 361 332 244 215 182 53 180097 180073 141 179932 48 114 90 179884 88 60 179858 129 is_linear=0 shrinkage=0.01089 Tree=902 num_leaves=34 num_cat=0 split_feature=18 62 41 22 28 28 21 62 18 21 18 27 28 28 58 64 11 64 37 31 31 46 22 18 27 31 18 23 53 32 20 27 10 split_gain=0.17569 0.898913 0.322531 0.0534275 0.0351834 0.0306784 0.0461143 0.0221742 0.0187234 0.0172636 0.772694 0.0311518 0.0540076 0.0747153 0.0347602 0.0243474 0.0293988 0.0226449 0.0316278 0.0263307 0.0423025 0.0235328 0.0217505 0.0167973 0.0326927 0.0294579 0.0230551 0.00950383 0.0355551 0.04803 0.0175645 0.00893187 0.00876182 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 56.64099999999781 51.437500000000007 49.148500000000247 2.1658680707731812 11.492249999997325 54.156499999999149 5.6123065222685531 9.0470000000013915 14.819645180318444 8.8360000000002419 9.0159999999998508 8.6175000000002928 8.9369999999989904 -0.24999999999999994 8.7650000000033987 14.438076923075782 15.524571428571369 14.205357142856625 9.3595000000000272 13.632999999997994 48.061999999987172 2.2813957345810745 43.000000000000007 46.030999999988133 44.687499999989093 50.53149999999733 45.602000000011692 42.922000000000487 0.088389290454674349 -0.81655236941868636 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 3 4 5 7 -7 8 9 11 -11 23 -13 -14 -15 16 -12 19 -19 20 -18 -21 -17 26 -25 -26 27 30 -29 -30 31 -1 -20 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 15 12 13 14 -16 22 17 18 32 21 -22 -23 -24 24 25 -27 -28 28 29 -31 -32 -33 -34 leaf_value=-4.75079850635491e-07 0.0020076208062406969 -0.0010614004262009672 -0.0013489886355433872 0.00054898222776390924 -0.0003929871800048265 2.9378555764000395e-05 0.00067314400397336794 0.00036231171923691052 -0.00026764149848371339 -0.0021574685659427753 -0.00037883226210988019 -0.00028749268068943741 0.00089385415511005666 0.00041619037875687741 -0.00018858671166126204 3.4330248915071008e-05 0.00010183149737205963 -0.00047448692038315205 -0.00014075750427465535 4.0246342500747795e-05 0.00064393399027068204 -0.00033680047580569904 0.00054369063027426821 -0.00054081850708305543 -0.00026492503948931606 0.00027620195158573171 0.00026818460977957523 0.00026797236982520681 -0.00067574482875099127 -8.8607788614191985e-06 0.00024049338457280919 1.2475817638012882e-05 0.00017053746360491754 leaf_weight=173424 26 20 21 21 27 39 20 20 31 20 22 20 21 22 23 20 92 23 20 133 21 23 20 20 26 22 38 20 21 33 36 6554 23 leaf_count=173424 26 20 21 21 27 39 20 20 31 20 22 20 21 22 23 20 92 23 20 133 21 23 20 20 26 22 38 20 21 33 36 6554 23 internal_value=0 0.000672788 -1.53306e-07 3.31885e-09 -6.03446e-08 -1.46938e-09 0.000248237 -8.26819e-08 -1.22982e-07 -7.6902e-08 -7.00632e-05 8.48359e-08 0.000207272 0.000357664 0.000106524 3.51356e-05 6.50252e-06 3.19131e-05 -0.000148671 7.63311e-05 0.000202923 -1.52047e-05 0.000289855 -1.39177e-08 -0.000171112 -1.63195e-05 5.05404e-08 -5.91583e-09 -0.000123376 -0.000268881 4.46597e-08 -3.31038e-09 2.51075e-05 internal_weight=0 46 180876 180855 180834 180807 59 180748 180728 180697 417 180280 86 66 45 397 357 335 66 269 113 156 40 180194 68 48 180126 180088 74 54 180014 179978 43 internal_count=180922 46 180876 180855 180834 180807 59 180748 180728 180697 417 180280 86 66 45 397 357 335 66 269 113 156 40 180194 68 48 180126 180088 74 54 180014 179978 43 is_linear=0 shrinkage=0.01089 Tree=903 num_leaves=32 num_cat=0 split_feature=18 38 41 22 26 19 19 21 38 18 27 21 52 44 65 18 18 53 51 57 18 18 56 44 22 35 19 46 18 27 51 split_gain=0.171883 0.881156 0.315551 0.0522713 0.0224574 0.0540337 0.0318813 0.131896 0.0706961 0.0329626 0.0170643 0.616089 0.0230151 0.0207283 0.0186378 0.034301 0.0221896 0.042456 0.0135342 0.0122557 0.018233 0.0260178 0.017894 0.0164002 0.0133237 0.0475764 0.0119493 0.0105693 0.0216333 0.0104609 0.0039315 threshold=58.65649999999733 12.507499999999711 66.922000000002313 56.64099999999781 54.124749999988133 54.578249999999578 51.671999999999578 2.5300280630934884 9.6169999999992815 51.437500000000007 5.1972120570014431 6.0100540866782692 7.6870000000026275 37.250000000003645 66.218500000000873 35.444999999999716 44.594000000011881 49.133000000008913 3.9453993052199263 21.230920178689733 48.061999999987172 46.030999999988133 9.7340000000003801 36.656500000000968 40.812499999989093 50.780999999988133 37.518250000002816 9.8129999999982847 30.507499999999713 6.9485196250268375 16.637282325011871 decision_type=2 2 2 2 2 2 2 2 2 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 3 4 6 -6 9 8 -8 10 11 19 -12 14 16 30 18 -18 -14 20 21 23 -22 24 26 -26 -1 29 -29 -20 -16 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 12 -13 13 -15 15 -17 17 -19 27 -21 22 -23 -24 -25 25 -27 -28 28 -30 -31 -32 leaf_value=-3.7499098032035906e-08 -0.00071492340823515695 0.0023091527388265673 -0.0013343129885012947 0.00054300983583718257 0.0001410823882505112 -0.00065818565104147088 -0.00051404576800583891 0.00095004916046763518 0.00037050556375704737 -0.00031656469122613501 0.00032674619740759899 -0.0018216622966967769 0.00023003521042078281 0.00036508418702508086 -8.6203680377395511e-05 -0.00049430132979807844 -0.00010132696785172781 0.00052742452935183697 7.3459929715475006e-05 0.0001980656804898227 -0.00034220498489977044 0.00030109267550777736 5.667948091121463e-05 -0.00031175053717040127 0.00033156068135999415 -0.00022284689571731229 -9.8929082655884118e-05 -8.8067142458340069e-05 0.00038723626536126611 -1.5461026974056106e-05 7.2518740142418151e-05 leaf_weight=179242 25 21 21 21 20 20 23 21 20 39 33 22 38 22 36 22 22 30 220 37 36 34 21 20 53 28 145 20 26 546 38 leaf_count=179242 25 21 21 21 20 20 23 21 20 39 33 22 38 22 36 22 22 30 220 37 36 34 21 20 53 28 145 20 26 546 38 internal_value=0 0.00066546 -1.51634e-07 3.2853e-09 -5.96839e-08 -0.000257997 -2.43282e-09 0.000242969 -0.000102003 -8.86556e-08 -2.01576e-08 -2.76536e-07 4.369e-05 3.44985e-05 2.71757e-05 -0.000116985 4.25518e-05 0.000260949 2.91523e-05 -5.30773e-08 -9.40748e-08 -3.20779e-08 -0.000194796 -8.93091e-08 -5.43863e-08 0.000139564 -1.176e-07 1.97115e-05 0.000180036 1.00428e-05 -4.32608e-06 internal_weight=0 46 180876 180855 180834 40 180794 64 43 180730 180691 179638 1053 1020 998 96 902 52 850 179616 179579 179522 57 179488 179468 81 179387 812 46 766 74 internal_count=180922 46 180876 180855 180834 40 180794 64 43 180730 180691 179638 1053 1020 998 96 902 52 850 179616 179579 179522 57 179488 179468 81 179387 812 46 766 74 is_linear=0 shrinkage=0.01089 Tree=904 num_leaves=28 num_cat=0 split_feature=32 32 28 23 26 23 28 26 23 21 21 40 39 63 63 21 28 0 63 28 22 22 21 4 47 38 21 split_gain=0.19787 0.226295 0.105537 0.0698475 0.0313072 0.0425615 0.0471632 0.0628965 0.0211967 0.755138 0.0405527 0.022177 0.0179899 0.035687 0.0521102 0.0457033 0.0335776 0.0268706 0.0243583 0.0208916 0.0426856 0.0245251 0.0116463 0.0248872 0.0050842 0.00512444 0.00406338 threshold=59.664000000004314 58.225999999987842 51.437500000000007 58.297500000011503 54.124749999988133 55.969000000011881 50.031500000011881 51.464749999999192 14.50800000000004 3.6681164273949256 3.3640605115116764 7.9925000000002919 17.516716881500578 11.884275000016713 13.981131807373236 1.4693678913136667 41.650499999985193 15.500000000000002 10.629529745876594 38.772999999999236 40.812499999989093 43.937500000000007 2.8839350070722829 1.5000000000000002 66.922000000002313 7.7425000000002919 3.0939457210779526 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 8 9 10 22 -10 16 18 -15 -16 19 -18 -14 21 -21 -13 24 -24 25 -1 -25 right_child=-2 -3 -4 -5 -6 -7 -8 -9 11 -11 -12 12 13 14 15 -17 17 -19 -20 20 -22 -23 23 26 -26 -27 -28 leaf_value=-6.4475994379172457e-07 -0.0010825743008966056 0.0011299196052484543 -0.0005814161578240858 0.00061335919423383578 -0.00043059746521424447 0.00047878452378851853 0.00043159566829335089 -0.00056925255347311371 0.00039114193697378075 -0.0020643534870832887 -0.00038181541072363628 2.6379782065991407e-05 0.00014825866095550334 0.00066199211392611 0.00050599108282574357 -0.00010136785030658614 -0.00049142478460355158 1.3860757523915748e-05 -0.00036344227592247823 2.3462783650566927e-05 0.00063767001847065883 -0.00021480629143078833 0.00039186212491090067 -0.0001334456977053075 -0.00015543064932368783 7.2599452194339371e-06 7.7928299505825932e-05 leaf_weight=167302 20 21 37 22 20 22 30 23 20 21 33 2446 22 28 22 44 27 23 22 41 20 51 28 21 25 10326 22 leaf_count=167302 20 21 37 22 20 22 30 23 20 21 33 2446 22 28 22 44 27 23 22 41 20 51 28 21 25 10326 22 internal_value=0 9.58286e-08 -3.54544e-08 8.35294e-08 8.61331e-09 5.64983e-08 -1.72237e-09 -7.36334e-08 -9.03913e-10 -4.66491e-07 -2.22264e-07 2.99134e-05 2.72694e-05 0.000148466 0.000268344 0.000100763 2.08446e-05 -0.000258533 -0.000107015 2.63184e-05 0.000225448 2.14408e-05 -1.51208e-07 0.000139273 -2.07102e-07 -1.85081e-07 -2.46722e-05 internal_weight=0 180719 180698 180661 180639 180619 180597 180567 180544 177778 177757 2766 2746 138 94 66 2608 50 44 2558 61 2497 177724 71 177653 177628 43 internal_count=180739 180719 180698 180661 180639 180619 180597 180567 180544 177778 177757 2766 2746 138 94 66 2608 50 44 2558 61 2497 177724 71 177653 177628 43 is_linear=0 shrinkage=0.01089 Tree=905 num_leaves=46 num_cat=0 split_feature=32 32 28 23 41 23 27 41 40 28 28 23 18 19 50 23 25 35 18 56 10 27 40 63 63 23 31 32 27 51 19 34 44 44 63 31 18 32 51 18 61 28 45 25 41 split_gain=0.193588 0.221398 0.103253 0.068336 0.0293768 0.0243693 0.0544919 0.827352 0.0214425 0.0174846 0.0196345 0.0479263 0.010359 0.0103758 0.0283935 0.0115811 0.0101271 0.0045843 0.174294 0.0259327 0.0720973 0.0547649 0.0121085 0.00872857 0.021746 0.00812818 0.00397188 0.00313893 0.00295826 0.00141323 0.000842625 0.00102366 0.000410851 0.000175704 0.000262861 0.00017889 0.000166532 0.000151456 0.00027908 0.000182596 0.00016273 0.000106521 8.62337e-05 3.9413e-05 1.43758e-05 threshold=59.664000000004314 58.225999999987842 51.437500000000007 58.297500000011503 66.219000000002794 14.50800000000004 4.2418810587622078 25.187500000000004 7.9925000000002919 50.031500000011881 48.586000000012071 55.969000000011881 53.085999999999338 48.812750000011881 22.445500000010728 50.469000000011881 49.187499999998188 8.4380000000091986 7.6324999999997098 9.5620000000017189 -0.52625006705264832 0.14906011091482851 5.2884999999896545 3.3595521305308327 6.3762861543069373 7.8829999999998117 8.133928571428573 8.0625000000000018 2.0530466195608441 7.1140534919346674 8.2814999999986885 8.2110000000002419 13.656000000002679 8.9560000000001327 1.6868294627598595 8.1830000000003853 8.3129999999982847 25.726500000000673 14.214458050963598 9.1880000000128366 18.016556994818664 9.2574999999999381 10.573928962460775 20.132750000000673 39.31199999999081 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 17 -8 -7 10 11 12 13 15 -15 16 -10 19 -19 21 -21 23 -20 30 -25 -24 -27 -28 -29 -9 33 -32 -31 34 -1 -35 -33 41 40 43 -39 42 -34 -40 -44 right_child=-2 -3 -4 -5 -6 8 7 29 9 -11 -12 -13 -14 14 -16 -17 -18 18 22 20 -22 -23 25 24 -26 26 27 28 -30 32 31 36 37 35 -36 -37 -38 38 39 -41 -42 -43 44 -45 -46 leaf_value=-5.9319862968926183e-07 -0.0010707976058283088 0.001117627243260729 -0.00057508814664428295 0.00060668621099566424 -0.00037310841472609752 0.00038688690834362424 -0.0022855973453301298 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52 23 20 110 22 61 20 44 29 22 20 21 22 31 leaf_count=167688 20 21 37 22 25 20 20 20 2610 39 36 21 22 25 28 31 20 20 24 20 30 22 27 20 38 28 23 8862 382 20 21 52 23 20 110 22 61 20 44 29 22 20 21 22 31 internal_value=0 9.47885e-08 -3.50647e-08 8.26225e-08 8.51977e-09 6.03625e-08 -4.46159e-07 -0.000149084 3.16408e-05 2.91193e-05 2.59098e-05 2.92188e-05 2.52282e-05 2.71457e-05 0.000178072 2.41279e-05 2.66042e-05 -2.01424e-07 7.21337e-06 -6.14709e-07 -0.000248535 -5.40751e-07 5.03606e-06 -6.12082e-07 -0.00013416 4.4038e-06 4.95497e-06 4.56041e-06 4.87957e-06 8.07677e-06 -5.65788e-07 2.67249e-05 9.69182e-07 -5.87744e-07 -5.81999e-07 -2.28703e-05 1.34559e-05 5.16085e-06 -1.98783e-06 8.12684e-06 -2.55177e-05 1.57595e-05 9.30729e-06 -1.48519e-06 9.7975e-07 internal_weight=0 180719 180698 180661 180639 180614 177762 292 2852 2832 2793 2757 2736 2714 53 2661 2630 177470 9366 168104 50 168054 9346 168032 58 9322 9295 9267 9244 272 167974 134 252 167840 167798 42 113 232 137 95 42 95 75 66 52 internal_count=180739 180719 180698 180661 180639 180614 177762 292 2852 2832 2793 2757 2736 2714 53 2661 2630 177470 9366 168104 50 168054 9346 168032 58 9322 9295 9267 9244 272 167974 134 252 167840 167798 42 113 232 137 95 42 95 75 66 52 is_linear=0 shrinkage=0.01089 Tree=906 num_leaves=43 num_cat=0 split_feature=41 18 29 21 29 25 39 61 18 29 21 52 33 21 50 51 61 20 51 27 21 6 27 46 21 63 33 27 51 61 33 62 40 20 23 33 18 46 10 18 21 18 split_gain=0.119023 0.342985 0.0460937 0.123501 0.024692 0.0391291 0.0655255 0.0483849 0.0289771 0.0190137 0.765265 0.0167229 0.0179195 0.0355492 0.0144518 0.00908689 0.0133551 0.0160878 0.0128961 0.0188984 0.00844295 0.102752 0.0132268 0.0826409 0.0149773 0.0090563 0.00889931 0.00838924 0.00843062 0.00660378 0.00660076 0.00636458 0.00591881 0.00578463 0.0074571 0.00433113 0.146509 0.00570547 0.00335035 0.000777671 0.00210303 0.00130246 threshold=66.922000000002313 58.65649999999733 58.297500000011503 2.8722677451706811 57.479000000003005 50.914124999999792 19.91506428462775 22.803272020725455 54.156499999999149 20.812999999997377 5.2591066850852384 7.6714999999885558 19.156336177687155 1.856508854001494 36.156500000011881 3.9453993052199263 12.34115025906736 19.984499999998665 5.1770356594216942 9.9923977685560459 3.2707224163745896 -0.45577996714292668 2.0530466195608441 7.6324999999997098 2.7403923304846787 12.302365203588453 2.0138175730743222 18.942064829099973 5.7256069132242216 12.15592746113996 1.8938367453437459 9.4535000000141753 8.8985000000011514 18.094000000006421 17.811999999987169 0.049962605047468779 7.6324999999997098 4.2889999999988513 1.0000000180025095e-35 10.687999999996466 0.022627416997756011 10.562999999998285 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 5 8 -7 -8 9 10 20 -11 14 -14 15 16 17 -13 19 29 22 -22 24 -24 35 32 30 28 -20 -17 38 -27 -23 34 -28 39 -37 -38 -25 41 -41 -1 right_child=-2 -3 3 -5 -6 6 7 -9 -10 11 -12 12 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180625 180599 64 44 180535 180510 178181 2329 2305 55 2250 2223 83 45 2140 121 178160 127 178033 604 177429 106 583 2019 1983 101 111 52 54 472 445 177402 7204 7177 91 170198 83 170115 internal_count=180729 180703 180667 42 180625 180599 64 44 180535 180510 178181 2329 2305 55 2250 2223 83 45 2140 121 178160 127 178033 604 177429 106 583 2019 1983 101 111 52 54 472 445 177402 7204 7177 91 170198 83 170115 is_linear=0 shrinkage=0.01089 Tree=907 num_leaves=79 num_cat=0 split_feature=41 18 44 23 21 39 21 39 23 18 55 21 8 49 45 23 20 33 43 21 23 46 50 21 45 21 21 21 21 44 39 39 21 41 18 18 44 23 52 20 21 21 33 21 37 10 18 21 18 18 45 10 66 12 1 9 0 9 66 12 1 0 10 6 13 6 6 10 12 10 0 6 11 0 6 6 6 6 split_gain=0.116447 0.335559 0.0448009 0.0185395 1.26191 0.0195381 0.151833 0.0513269 0.0180328 0.0209098 0.0162701 0.014312 0.0273567 0.012896 0.0223215 0.0198429 0.0152105 0.0330981 0.0189375 0.00611699 0.0891678 0.0184816 0.00313265 0.00304607 0.00638422 0.0025944 0.00277682 0.00251225 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is_linear=0 shrinkage=0.01089 Tree=908 num_leaves=36 num_cat=0 split_feature=34 41 18 44 28 20 21 39 20 61 20 18 21 35 21 10 34 49 18 43 37 25 21 34 41 38 55 27 22 43 25 61 18 38 53 split_gain=0.123572 0.502172 0.113688 0.0234683 0.0580836 0.0331733 0.177132 0.0709934 0.0220407 0.0367882 0.0241282 0.0181013 0.141022 1.25836 0.014445 0.0271894 0.0138498 0.0215658 0.0142591 0.0137708 0.0311596 0.026031 0.0122804 0.00962561 0.0346895 0.0196092 0.00817314 0.006027 0.0859913 0.00597409 0.0030871 0.00349496 0.00156644 0.0014641 0.000485213 threshold=52.000000000000007 66.922000000002313 58.65649999999733 49.250000000000007 51.437500000000007 51.671999999999578 2.3857782797104057 19.91506428462775 50.312249999988133 18.902445595854918 48.812750000011881 13.265500000000431 3.3640605115116764 20.195500000002543 2.8839350070722829 -0.15065085054871696 8.7574999999997107 22.586091836734457 48.83649999999944 23.303739999999966 18.213961538461614 29.047000000002303 18.583473316347547 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61 33 40 23 35 25 21 61 2 45 18 33 18 39 38 51 18 35 23 46 62 49 37 37 22 51 25 23 56 62 23 62 61 21 21 64 37 64 37 38 35 split_gain=0.0359187 0.650794 0.358358 0.105295 0.251254 0.0963572 0.0217322 0.0176562 0.0144249 0.733533 0.0260297 0.0212219 0.0473504 0.02122 0.0165421 0.0125088 0.0167883 0.0142328 0.0120091 0.0110076 0.0304459 0.0264456 0.0287365 0.0282174 0.0231244 0.0134327 0.0177033 0.0317362 0.024851 0.0192991 0.048439 0.0549783 0.0206888 0.0443651 0.0195206 0.0112409 0.0572198 0.0189796 0.00942577 0.0155805 0.00837277 0.00604711 0.00475721 threshold=52.304624999997039 3.6681164273949256 18.163049222797888 3.4658069448373223 8.8744999999998999 55.969000000011881 58.297500000011503 50.914124999999792 5.6123065222685531 11.435396373057058 2.5000000000000004 15.257534832390826 44.030999999988133 11.948062472612884 37.781000000002685 9.0574969050608356 40.468499999999047 16.998015003329233 32.562000000001724 53.085999999999338 51.65649999999733 9.0394999999996362 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leaf_count=179409 33 20 21 23 21 31 35 35 20 23 21 20 23 35 22 24 21 20 28 21 21 21 20 23 30 25 22 21 21 20 21 24 38 22 29 20 41 272 32 24 21 60 21 internal_value=0 -0.000190018 0.000175198 -0.000293697 8.58086e-06 2.38643e-08 -8.02213e-08 -2.74596e-08 -7.5041e-08 -6.42034e-05 3.87997e-05 1.673e-05 -9.60552e-05 7.67207e-05 3.48125e-05 9.07087e-07 9.32534e-05 -0.000150741 6.83365e-05 7.25649e-08 1.4077e-07 -0.000106426 -2.80186e-05 -0.000231183 0.000150234 9.22146e-08 5.69809e-08 -0.000220825 1.09951e-07 6.60471e-08 -0.000187515 -0.000393071 1.34025e-07 0.000166108 0.000376047 5.16679e-08 -5.80377e-08 6.75617e-05 3.1286e-05 0.000164606 -2.15818e-05 3.70617e-05 -3.74676e-05 internal_weight=0 118 98 65 44 180637 180606 180571 180536 415 395 372 129 243 208 106 66 40 186 180121 180006 115 94 44 50 179985 179960 43 179917 179896 65 44 179831 89 51 179742 179450 292 158 45 113 81 42 internal_count=180755 118 98 65 44 180637 180606 180571 180536 415 395 372 129 243 208 106 66 40 186 180121 180006 115 94 44 50 179985 179960 43 179917 179896 65 44 179831 89 51 179742 179450 292 158 45 113 81 42 is_linear=0 shrinkage=0.01089 Tree=912 num_leaves=26 num_cat=0 split_feature=34 41 24 24 34 24 26 20 53 26 31 39 21 20 28 22 40 61 61 26 21 64 38 23 21 split_gain=0.157894 0.488821 0.0920969 0.0355027 0.0175178 0.0970849 0.0382966 0.0290005 0.173625 0.0179505 0.0253465 0.0513941 0.0275842 0.0169845 0.019928 0.0476336 0.0395427 0.0493001 0.0666658 0.0198865 0.0146091 0.75402 0.0257881 0.0139262 0.0197955 threshold=52.000000000000007 66.922000000002313 58.65649999999733 57.405999999997228 44.312500000000007 51.437500000000007 50.765750000005944 51.671999999999578 57.426999999999687 50.765750000005944 45.901785714287278 18.104557884972532 3.4033049378599292 50.312249999988133 41.650499999985193 40.812499999989093 8.6300000000001109 18.560880829015584 21.121598445595872 45.781250000000007 5.4047706819994694 5.9369999999908041 8.8909999999978044 43.265499999997708 3.5189168965727551 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 10 13 12 -12 14 15 20 -17 -18 -19 -16 23 -22 -23 24 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 19 16 17 18 -20 -21 21 22 -24 -25 -26 leaf_value=-7.8851359720259499e-08 -0.0009018425184825744 0.0016224795457643745 -0.00059342093626893195 0.00045854566997148664 -0.00019390038045404511 -0.00071057557035987301 0.00036058830344121027 0.00093004459018543133 -0.0003534792693082901 -0.00025787162337882091 -0.00029829077855799031 0.00064262003300727107 0.00027329665602270867 -0.00029586192418760515 -0.00041046081319273068 -0.00014189896131299712 0.00068329554221106651 -0.00030626978639375954 0.00052292641048349393 -6.04674872676297e-06 -0.0020745006818036088 0.00021501495878629957 -2.534522366254849e-06 -0.00025686426634165005 8.8897853156339913e-05 leaf_weight=179365 23 22 31 20 29 26 30 24 26 32 20 22 20 23 28 25 32 22 24 30 21 81 318 25 297 leaf_count=179365 23 22 31 20 29 26 30 24 26 32 20 22 20 23 28 25 32 22 24 30 21 81 318 25 297 internal_value=0 8.8995e-08 -1.08707e-07 -6.60842e-09 -5.76192e-08 -0.000156337 8.76022e-05 1.58664e-08 0.000262192 -5.66821e-08 -1.07542e-08 0.0002201 -1.18118e-05 -8.66272e-08 -4.87014e-08 1.61136e-08 0.000234114 0.000354991 0.000125794 -0.000201837 -1.17636e-07 -6.42677e-05 4.15693e-05 3.21611e-08 6.80928e-08 internal_weight=0 180593 180571 180540 180520 85 59 180435 50 180385 180353 62 40 180291 180268 180210 103 78 46 58 180107 420 399 179687 179662 internal_count=180616 180593 180571 180540 180520 85 59 180435 50 180385 180353 62 40 180291 180268 180210 103 78 46 58 180107 420 399 179687 179662 is_linear=0 shrinkage=0.01089 Tree=913 num_leaves=24 num_cat=0 split_feature=34 41 18 18 34 18 26 19 53 26 25 28 56 28 18 58 21 21 19 45 38 18 27 split_gain=0.154477 0.478243 0.0901034 0.0347345 0.0171387 0.0949832 0.037468 0.0283716 0.169869 0.0175619 0.0183258 0.0239049 0.0472262 0.0337649 0.0570738 0.0445078 0.0153593 0.4335 0.0257929 0.0212584 0.0193333 0.0117873 0.010396 threshold=52.000000000000007 66.922000000002313 58.65649999999733 57.405999999997228 44.312500000000007 51.437500000000007 50.765750000005944 51.671999999999578 57.426999999999687 50.765750000005944 47.412250000003048 41.650499999985193 12.046999999988659 38.772999999999236 41.58849999999439 8.8595000000020736 6.2204183540893956 5.7448890437333135 40.484249999999527 4.2821591194596396 8.8909999999978044 50.780999999988133 11.609179127521104 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 10 11 13 -13 16 15 -15 17 21 19 -18 -21 22 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20 20 -22 -23 -24 leaf_value=-4.8312091702755385e-08 -0.00089203052957646757 0.0016048277978817028 -0.00058696304293361524 0.00045355740678315392 -0.00019179034983519782 -0.00070284372836392894 0.00035666427989220736 0.00091992537109652941 -0.00034963301617176528 -0.000255065249243168 0.00024225343959357492 -0.00044835893602950043 0.00019422078067978264 -0.00023405470347806555 0.00073051368193943755 0.00042380584477462273 0.00037581236044326817 -0.0012293780732570104 0.00045058939864830143 0.00019388024348715151 -1.6086977643105185e-05 -0.00026421226405249948 8.0543112626468432e-05 leaf_weight=179577 23 22 31 20 29 26 30 24 26 32 37 38 21 29 20 21 22 34 20 65 259 20 190 leaf_count=179577 23 22 31 20 29 26 30 24 26 32 37 38 21 29 20 21 22 34 20 65 259 20 190 internal_value=0 8.80156e-08 -1.07534e-07 -6.54461e-09 -5.70021e-08 -0.000154636 8.66437e-05 1.56823e-08 0.000259333 -5.60736e-08 -1.06439e-08 -6.05374e-08 -0.000219187 1.10573e-08 0.000239101 4.17557e-05 -8.17e-08 -2.25298e-07 7.03903e-05 4.83072e-05 2.59606e-05 7.1414e-09 3.67224e-08 internal_weight=0 180593 180571 180540 180520 85 59 180435 50 180385 180353 180316 59 180257 70 50 180187 179821 366 346 324 179787 179767 internal_count=180616 180593 180571 180540 180520 85 59 180435 50 180385 180353 180316 59 180257 70 50 180187 179821 366 346 324 179787 179767 is_linear=0 shrinkage=0.01089 Tree=914 num_leaves=49 num_cat=0 split_feature=32 29 26 22 18 26 28 23 28 44 56 51 29 33 53 22 45 23 10 31 22 51 58 33 34 46 47 33 22 23 20 23 26 18 26 38 18 23 18 34 18 23 18 38 29 56 33 23 split_gain=0.168281 0.572375 0.260621 0.110595 0.0441662 0.0293104 0.0315983 0.018652 0.0188163 0.0251414 0.0300531 0.0273393 0.0455668 0.0175255 0.819949 0.0160236 0.066434 0.03594 0.0339154 0.015068 0.0226869 0.04904 0.014533 0.00863304 0.118094 0.00593139 0.00344218 0.00325979 0.0716609 0.00305204 0.00294624 0.00200718 0.00147938 0.00133819 0.00227541 0.00110554 0.002504 0.000951823 0.0194515 0.00349174 0.000859552 0.000732462 0.0013964 0.000639988 0.00063443 0.000652499 0.000548803 0.000494282 threshold=56.867000000000196 65.156500000000975 56.936249999999752 54.155999999997228 55.805000000011212 52.429749999999338 50.031500000011881 12.34350000000086 48.586000000012071 35.969000000011881 8.9529999999986121 21.20977034510123 47.530999999988133 3.2492230205456676 18.405999999988129 46.030999999988133 16.767260816854201 49.65649999999733 -0.34552334190817774 47.627142857143305 40.812499999989093 13.94429631493413 5.9369999999908041 1.7833979312080166 8.0629999999982847 8.0629999999982847 66.218500000000873 0.31840950844025578 7.6324999999997098 12.257999999999813 7.8242500000001209 8.811999999987167 12.1565000000046 10.062500000000002 11.003750000001675 11.10900000000038 11.062999999997375 7.6955000000116351 1.0000000180025095e-35 7.6869999999880756 11.24200000000201 11.187999999997375 10.390499999997703 13.976500000000216 13.063000000012837 9.3129999999969204 2.3511007464367277 10.073000000011236 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 5 6 7 13 9 15 -11 12 -12 23 -15 17 18 19 -17 20 22 -22 -9 27 -25 -16 41 35 -29 30 -30 -32 33 44 -35 36 37 38 -1 -39 -37 42 43 -27 47 -46 -34 -26 right_child=1 -3 -4 -5 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0.254982 0.108201 0.0432104 0.0286759 0.0290814 0.0173269 0.69526 0.0183061 0.0143211 0.0253577 0.0332138 0.031092 0.0304896 0.0141512 0.0545004 0.0382567 0.0280997 0.0658327 0.100254 0.0746932 0.0134021 0.0130453 0.0072336 0.0891792 0.0044176 0.00458588 0.00381959 0.00302978 0.00316527 0.00295039 0.101931 0.0238681 0.0162411 0.00434219 0.00270414 0.00264549 0.00174693 0.00163215 0.00160019 9.92493e-07 threshold=56.867000000000196 65.156500000000975 56.936249999999752 54.155999999997228 55.805000000011212 52.429749999999338 51.671999999999578 11.128750000000084 3.1377863415153051 5.2884999999896545 44.437500000000007 35.969000000011881 12.887034355817162 1.29259119601703 8.7650000000033987 46.030999999988133 13.790231054370233 8.6175000000002928 44.594000000011881 14.088490900400517 24.068408163265214 40.812499999989093 47.627142857143305 45.901785714287278 0.8403964094487163 8.2575000000006202 11.765499999999976 11.530999999988127 65.827999999997715 2.7403923304846787 9.6290000000000209 8.0630000000091986 7.6324999999997098 3.2535426630354576 5.2884999999896545 1.689430784350473 11.132499999999938 9.25800000000004 7.9925000000002919 1.29259119601703 9.1879999999973752 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 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 8 24 -9 11 15 -13 -14 -15 18 -17 -18 22 21 -21 -20 23 -11 28 -26 27 36 31 30 -28 33 -33 35 -34 41 39 -32 -36 -27 -38 -1 right_child=1 -3 -4 -5 -6 -7 -8 9 -10 10 -12 12 13 14 -16 16 17 -19 19 20 -22 -23 -24 -25 25 26 29 -29 -30 -31 37 32 34 -35 38 -37 40 -39 -40 -41 -42 -43 leaf_value=-4.7451976074158276e-07 0.00059188476751095387 -0.0015216834539510612 0.0012290828198861607 -0.00068900441763246887 0.00048252433288537185 -0.00033096763063728902 0.00036419094198833561 0.00035157526683183079 -0.0020296195403267602 1.6988675851492109e-05 -0.00022386983776438382 0.00056116255890834325 -0.00025344716768231271 -2.5358951104060927e-05 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1.93544e-07 5.71806e-08 1.60428e-07 1.01453e-07 1.58488e-07 1.05862e-07 -3.899e-07 2.30583e-05 2.13191e-05 2.31487e-05 0.000204793 8.00439e-05 0.00024746 1.87482e-05 -0.000129233 9.04644e-05 2.18344e-05 0.000206646 -7.65255e-05 0.000496336 1.68247e-05 1.85979e-05 -1.59803e-07 4.36402e-05 1.01911e-05 5.70703e-05 -2.70806e-07 -1.59829e-05 -5.12255e-06 -2.50797e-07 5.84958e-06 -5.7642e-07 3.93459e-06 -5.30142e-07 2.91963e-05 8.46897e-06 3.1197e-06 6.49934e-05 -4.17355e-05 -5.50892e-07 internal_weight=0 60 180652 180632 180605 180583 180552 180526 176708 3818 3798 3770 89 66 44 3681 75 48 3606 95 48 47 3511 3487 176688 446 426 153 176242 273 251 176215 8925 167290 8901 167269 126 223 8874 84 42 167246 internal_count=180712 60 180652 180632 180605 180583 180552 180526 176708 3818 3798 3770 89 66 44 3681 75 48 3606 95 48 47 3511 3487 176688 446 426 153 176242 273 251 176215 8925 167290 8901 167269 126 223 8874 84 42 167246 is_linear=0 shrinkage=0.01089 Tree=916 num_leaves=58 num_cat=0 split_feature=18 27 35 27 27 49 22 22 26 28 35 26 22 22 49 44 62 38 18 18 50 18 39 3 61 57 27 49 37 25 40 22 18 39 40 28 57 23 18 27 52 20 18 18 3 23 37 3 37 58 40 37 18 12 49 47 23 split_gain=0.14652 0.950508 0.180852 0.0236756 0.0846986 0.827077 0.0442987 0.0484469 0.0394149 0.0378733 0.0296595 0.0326863 0.0288516 0.0221785 0.0157419 0.0331645 0.0229664 0.0192645 0.0450433 0.0404046 0.0183973 0.0268917 0.0217096 0.0155974 0.0159455 0.0153127 0.0153059 0.0626765 0.111711 0.0490803 0.0808751 0.0446778 0.0392175 0.0209666 0.0352905 0.0190252 0.0546894 0.0306081 0.0138181 0.0136224 0.0110674 0.0218115 0.0107067 0.0184057 0.00945423 0.0094499 0.0350205 0.039579 0.0385139 0.00890268 0.00885279 0.0111738 0.0103974 0.00818023 0.00915386 0.00464363 0.00437297 threshold=58.65649999999733 4.7754897132163245 66.218500000000873 4.7754897132163245 4.2418810587622078 12.303734693877558 48.828500000001448 46.030999999988133 50.765750000005944 51.437500000000007 57.562500000000007 51.464749999999192 39.484000000000385 42.655999999999047 9.9802346938774971 9.109499999998663 9.0630000000128366 8.9070000000001546 43.530999999988133 44.594000000011881 15.405999999988127 36.609499999998668 11.877560372361216 2.5000000000000004 16.561367875647736 12.727864367119402 2.0530466195608441 9.044642857142895 9.1460384615384118 47.412250000003048 8.9380000000010131 9.4380000000128366 47.344000000011881 16.106744873648591 9.1244999999998999 34.655999999988133 13.286261553940721 34.703500000001448 43.530999999988133 2.0170542175139397 9.0629999999982847 23.511750000000124 33.905999999999047 31.312500000003642 5.5000000000000009 32.844000000011881 27.400884615385554 3.5000000000000004 24.235615384616306 7.8669999999997353 8.8755000000001036 14.177884615384619 30.172000000000484 1.0000000180025095e-35 16.14668367346939 66.922000000002313 28.586500000012169 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 9 -6 7 13 -8 10 11 26 25 14 16 -16 -5 18 23 20 21 42 -23 -17 49 53 32 31 -29 33 -31 -28 38 35 -35 37 -37 -30 39 45 50 -42 43 -19 -41 55 48 -48 -47 -25 52 -52 -22 -7 -55 56 -1 right_child=1 -3 -4 6 5 12 8 -9 -10 -11 -12 -13 -14 -15 15 17 -18 19 -20 -21 40 22 -24 24 -26 -27 27 28 29 30 -32 -33 -34 34 -36 36 -38 -39 -40 44 41 -43 -44 -45 -46 46 47 -49 -50 -51 51 -53 -54 54 -56 -57 -58 leaf_value=-1.5739434173037801e-07 -0.00099378998956838071 0.0022806698957882452 -0.001034966640377122 -2.5059313809364936e-05 -0.0023196806564375486 -0.0001080671198500648 0.00011324927123134325 -0.00043130190564215283 0.00070593947772028807 -0.00040033862620869203 0.00032639432933653675 -0.00041953778944811402 0.00040580058631632502 0.00033600171915207095 -0.00033603985894244413 0.00031288560814304314 0.00043288844224521943 4.201218220580975e-05 0.00062433494839767088 -0.00036626344154267891 -2.9646543990002574e-05 6.8901408547845006e-05 0.00045503566170650915 -3.8310541693947454e-05 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34 26 22 28 33 22 23 30 29 24 28 331 21 31 82 32 38 30 21 27 20 20 991 21 20 21 28 38 23 34 55 77 20 21 27 22 25 21 27 48 21 25 27 27 30 268 20 28 29 22 83 internal_value=0 0.000643106 -1.46829e-08 9.98485e-08 -2.28101e-07 -0.000257167 4.7463e-05 3.33133e-05 0.000346765 -1.00786e-08 5.23465e-08 -7.62676e-09 5.54483e-05 4.37497e-05 3.5967e-05 2.70165e-05 0.000221072 3.70767e-05 0.000165151 2.00497e-05 3.34547e-05 8.2919e-05 0.000278987 7.0232e-05 -4.14054e-06 -1.82899e-05 4.37732e-08 3.69893e-05 2.35273e-05 3.6382e-05 0.000406921 0.000456032 -2.30238e-07 2.38794e-05 -0.000172785 3.42749e-05 0.000187269 2.1496e-05 -1.659e-07 -1.98263e-07 -1.57292e-05 -0.000170178 4.64267e-05 6.19535e-05 -0.00018359 -1.48572e-07 9.60481e-05 -0.000140095 0.00024125 9.00128e-05 3.12959e-06 3.31696e-05 -8.43515e-05 5.55095e-05 0.000127753 -2.14255e-07 -1.94497e-07 internal_weight=0 42 180698 180678 179435 152 1243 1187 56 179283 179255 179222 132 1161 1131 1079 52 1050 123 927 896 447 70 102 78 109 179200 1320 1279 1259 41 41 177880 1218 61 1157 89 1068 177852 177832 449 49 377 352 48 177784 121 46 75 57 400 298 102 82 57 177663 177641 internal_count=180740 42 180698 180678 179435 152 1243 1187 56 179283 179255 179222 132 1161 1131 1079 52 1050 123 927 896 447 70 102 78 109 179200 1320 1279 1259 41 41 177880 1218 61 1157 89 1068 177852 177832 449 49 377 352 48 177784 121 46 75 57 400 298 102 82 57 177663 177641 is_linear=0 shrinkage=0.01089 Tree=917 num_leaves=40 num_cat=0 split_feature=18 27 41 34 26 23 26 29 9 55 23 27 32 27 52 32 22 9 27 0 29 18 51 22 23 52 65 38 18 41 46 22 46 18 52 26 32 66 12 split_gain=0.143346 0.929943 0.328912 0.0343878 0.0260696 0.0640924 0.0317357 0.0368128 0.0263669 0.0178432 0.016236 0.0637271 1.35757 0.0405156 0.0221044 0.0182659 0.0103026 0.0280067 0.0468901 0.0719751 0.0242326 0.015708 0.0109585 0.0067885 0.00674747 0.00598904 0.00445346 0.00323386 0.138949 0.0236671 0.00386191 0.00319482 0.000404198 0.000698913 0.000331135 0.000293589 0.000234543 7.37082e-06 2.96391e-05 threshold=58.65649999999733 4.7754897132163245 66.922000000002313 50.780999999988133 54.124749999988133 55.969000000011881 51.464749999999192 52.757499999999716 -0.61132034890850717 21.337953608247414 11.530999999988127 2.3423112952835532 12.7030000000118 2.0956881725732672 6.9060000000026784 50.703000000004984 40.812499999989093 -0.15123342103804657 2.1901534350460237 12.500000000000002 48.132499999999716 45.156499999999149 17.770665518118168 8.6300000000001109 43.812500000003645 7.9369999999871661 53.437500000000007 7.7425000000002919 7.6324999999997098 8.3439999999973242 4.2889999999988513 7.6955000000116351 8.9535000000014424 9.1255000000001036 8.9925000000002928 11.296999999998663 25.726500000000673 1.0000000180025095e-35 -0.9330127018922193 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 5 6 7 10 -9 -10 11 13 -13 27 -12 16 21 20 -19 -20 -18 23 -22 26 -25 -14 -16 29 -29 37 -30 -32 33 35 -34 -27 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207 126 92 81 3586 52 3549 3508 372 41 176181 8882 167299 8857 8831 352 237 115 198 86 167274 29568 internal_count=180740 42 180698 180678 180650 180613 180586 180551 99 60 180452 176604 392 176212 3848 3814 3793 207 126 92 81 3586 52 3549 3508 372 41 176181 8882 167299 8857 8831 352 237 115 198 86 167274 29568 is_linear=0 shrinkage=0.01089 Tree=918 num_leaves=29 num_cat=0 split_feature=18 11 47 37 44 47 28 28 34 43 62 29 21 43 34 28 43 40 21 18 64 64 22 22 23 2 51 21 split_gain=0.193718 0.789998 0.185379 0.149343 0.0589583 0.036062 0.0401771 0.0284809 0.0461244 0.0213462 0.0198041 0.0150341 0.0467476 0.0715699 0.0532195 0.0205263 0.0539096 0.014442 0.0142625 0.750262 0.0263959 0.0281036 0.0160644 0.0136681 0.0450472 0.0395465 0.0379027 0.0155727 threshold=58.65649999999733 0.68301270189221941 66.922000000002313 29.340115384615416 49.250000000000007 66.218500000000873 51.437500000000007 49.148500000000247 45.444999999999716 33.437500000000007 11.492249999997325 52.757499999999716 2.3857782797104057 25.416880000000095 9.5544999999881401 42.655999999999047 26.021260000000186 9.3515000000006712 5.4047706819994694 9.0470000000013915 8.9369999999989904 8.7650000000033987 13.632999999997994 42.655999999999047 44.687499999989093 13.500000000000002 12.814536760116503 0.88317636970571256 decision_type=2 2 2 2 2 2 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 4 -4 5 6 7 9 -9 10 11 15 14 -14 -13 18 -17 -18 23 -20 21 -21 -22 24 27 -25 -27 -1 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 17 -19 19 20 22 -23 -24 25 -26 26 -28 -29 leaf_value=-2.3323833296814476e-07 -0.00084919107514141155 0.0020141317565795683 -0.00011476639274630659 -0.0014026455948293502 0.00052870357174176596 0.0003445762391719562 -0.00042790418474374293 0.00063152162125922442 -5.1026103134104869e-05 -0.0003005780003427778 0.0003424944277104172 -0.0005430417630031166 -3.8549923422145999e-05 0.00068335668582097042 0.00018146568281279465 -0.00057800582078163919 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2.71709e-05 -0.000106204 0.000211662 -1.68812e-07 9.21745e-06 6.38642e-06 5.19854e-06 5.74015e-06 5.03052e-06 4.48053e-06 5.17218e-06 -4.88357e-07 -1.49491e-05 -4.5757e-05 5.30325e-06 -6.89621e-05 -3.586e-05 -6.55934e-05 2.12374e-05 6.112e-05 -0.000136011 -4.58457e-07 8.11861e-06 -5.19602e-07 -9.9681e-06 -0.000133122 -1.37763e-06 -4.77158e-07 6.65297e-06 5.0268e-06 4.88482e-06 2.05826e-05 -3.4677e-06 2.1815e-06 -8.1228e-07 1.3217e-05 8.07782e-06 5.8175e-06 2.64848e-05 4.22706e-05 2.55624e-06 -8.44403e-06 4.12026e-06 1.70137e-05 6.56042e-06 -1.7853e-06 2.07525e-05 1.20243e-06 -5.40333e-07 -4.29927e-07 1.38124e-07 -5.49427e-07 -6.05421e-07 internal_weight=0 73 180618 180597 53 180563 180530 176883 3647 3604 47 3557 3536 79 52 3457 3420 91 64 43 3329 3272 3143 129 57 176863 5820 5798 5772 5746 5707 5674 5641 171043 351 190 59 131 88 60 161 62 43 170692 1205 169487 755 49 706 168732 1478 1450 1181 151 99 675 529 146 67 1425 131 48 1030 126 904 83 643 261 46 99 167254 12960 2148 154294 40080 internal_count=180691 73 180618 180597 53 180563 180530 176883 3647 3604 47 3557 3536 79 52 3457 3420 91 64 43 3329 3272 3143 129 57 176863 5820 5798 5772 5746 5707 5674 5641 171043 351 190 59 131 88 60 161 62 43 170692 1205 169487 755 49 706 168732 1478 1450 1181 151 99 675 529 146 67 1425 131 48 1030 126 904 83 643 261 46 99 167254 12960 2148 154294 40080 is_linear=0 shrinkage=0.01089 Tree=922 num_leaves=29 num_cat=0 split_feature=32 41 42 19 51 26 21 19 19 61 41 34 34 22 21 21 38 37 42 10 45 27 26 42 63 37 22 41 split_gain=0.156971 0.440908 0.09114 0.0227966 0.0716572 0.088451 0.113685 0.0217385 0.0339301 0.0330673 0.041898 0.0140003 0.0198752 0.0144886 0.0140081 0.464738 0.0232093 0.0417313 0.026243 0.0144322 0.0109702 0.0106108 0.19278 0.0973317 0.00922214 0.00133556 0.0313176 0.0207289 threshold=59.664000000004314 66.922000000002313 58.65649999999733 51.671999999999578 21.394015849084017 54.124749999988133 2.2761767286401762 50.312249999988133 48.812750000011881 18.902445595854918 55.616999999987463 42.742000000002015 40.562500000000007 46.030999999988133 6.2204183540893956 5.7448890437333135 8.8909999999978044 13.040230769230712 42.655999999999047 -0.050649168838713086 5.4554976554938674 0.45472372565136648 8.0622500000026793 7.9369999999989895 12.302365203588453 8.0889230769232849 7.6324999999997098 8.2809999999881274 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 11 -9 -11 12 13 14 15 21 17 19 20 -16 -18 25 -23 -24 -22 27 -27 -1 right_child=-2 -3 -4 4 -6 -7 -8 9 -10 10 -12 -13 -14 -15 16 -17 18 -19 -20 -21 24 22 23 -25 -26 26 -28 -29 leaf_value=-5.0212146207867365e-07 -0.00096417606208751326 0.0014754133088511951 -0.00057213060270526125 -0.00013731558778009204 0.00063212381765895569 -0.0005446150128774718 0.00089099833413561192 -0.0005095596973512253 0.00034906449006164101 0.00033434144995954276 -0.00035318324664768792 -0.00022093818970569197 0.00031322049536047824 -0.00028592808987022911 0.00021622358582348516 -0.0012728211103381804 0.00029659183931127404 0.00056049696795872582 -0.0002679842664544345 -0.00014335026435833737 0.00012368830334945731 0.001056573697774078 -0.0006949587168695176 1.4801504564248689e-05 -1.596036841517738e-05 0.00039668172151117662 2.84708166417071e-06 -0.00027337764593512109 leaf_weight=167361 20 24 33 35 28 25 20 25 33 21 21 34 24 21 28 34 21 29 33 25 90 21 23 4827 148 24 7698 33 leaf_count=167361 20 24 33 35 28 25 20 25 33 21 21 34 24 21 28 34 21 29 33 25 90 21 23 4827 148 24 7698 33 internal_value=0 1.30847e-07 -6.5099e-08 3.92978e-08 0.000158193 -7.46076e-06 0.000236313 -5.51579e-08 1.74958e-08 -0.000196145 -8.76673e-06 -4.62157e-08 -4.414e-09 -4.62713e-08 -1.28044e-08 -1.5128e-07 6.65631e-05 0.000228457 2.09915e-05 4.61016e-05 5.79366e-05 8.9127e-08 1.5943e-05 1.14269e-05 3.67379e-05 -3.51707e-07 4.07579e-06 -5.56116e-07 internal_weight=0 180739 180715 180682 108 80 55 180574 180507 67 42 180474 180440 180416 180395 180021 374 82 292 53 259 179987 4871 4850 238 175116 7722 167394 internal_count=180759 180739 180715 180682 108 80 55 180574 180507 67 42 180474 180440 180416 180395 180021 374 82 292 53 259 179987 4871 4850 238 175116 7722 167394 is_linear=0 shrinkage=0.01089 Tree=923 num_leaves=27 num_cat=0 split_feature=32 47 20 29 29 31 29 44 44 21 21 40 33 18 10 33 18 27 49 43 22 23 31 18 9 9 split_gain=0.153574 0.442626 0.15759 0.129612 0.030664 0.0864424 0.020919 0.0196504 0.0300518 0.0131182 0.454665 0.0183568 0.0783992 0.0334234 0.0160288 0.0145892 0.011987 0.0121616 0.0587986 0.109135 0.0461754 0.0185025 0.0151131 0.0085525 0.0131335 0.00542752 threshold=59.664000000004314 68.312500000000014 60.406250000000007 60.297000000000487 57.479000000003005 41.812500000000007 56.546500000000385 48.812500000000007 45.406000000002685 6.2204183540893956 5.7448890437333135 8.8285000000005329 11.948062472612884 42.655999999999047 -0.52625006705264832 5.4329127742116468 52.155999999988133 2.0956881725732672 9.044642857142895 9.5128000000000998 9.4380000000128366 47.313000000009204 34.773428571428155 28.882499999999713 0.52828508881293679 -0.87322439853274625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 8 9 10 16 12 14 15 -11 -13 17 21 20 -20 -19 22 -1 25 -25 -17 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 11 -12 13 -14 -15 -16 23 -18 18 19 -21 -22 -23 -24 24 -26 -27 leaf_value=-2.3116248209931685e-07 -0.00095368730607919849 0.0015802559209792488 -0.00096615498518147404 0.00072776114313643711 0.00015483803340978457 -0.00074243577609596966 0.00031486820274224443 -0.00028338056582957077 0.0004022812650750216 0.00022695160880391532 -0.0012589686397571262 0.00032123538110913265 0.00074826191220401042 -0.00030288585854911903 -0.00013057863691781123 0.00014270265279705182 -0.00019856646454014722 0.00080770259941251212 -0.00078245909202858961 2.5321282042585874e-05 8.3259839042622283e-05 -0.00028514598411560752 0.00014090574994642964 2.2897998483629736e-05 0.0003127330225346239 -4.3672429673581198e-05 leaf_weight=177815 20 21 20 29 27 24 25 29 22 24 34 24 23 33 39 22 36 20 20 2116 22 27 90 52 29 116 leaf_count=177815 20 21 20 29 27 24 25 29 22 24 34 24 23 33 39 22 36 20 20 2116 22 27 90 52 29 116 internal_value=0 1.29422e-07 -5.42256e-08 5.26644e-08 -6.40756e-08 -0.000266999 1.11753e-08 -3.2295e-08 1.30929e-08 -3.58195e-08 -1.67553e-07 6.5452e-05 0.000204394 2.20459e-05 5.21455e-06 6.63089e-05 7.00227e-08 1.09903e-07 2.56871e-05 1.77371e-05 0.000429125 -2.03025e-07 -1.59591e-07 3.82169e-05 0.000127063 -1.37425e-05 internal_weight=0 180739 180718 180698 180669 51 180618 180593 180564 180542 180180 362 86 276 63 243 180146 180110 2178 2136 42 177932 177905 219 81 138 internal_count=180759 180739 180718 180698 180669 51 180618 180593 180564 180542 180180 362 86 276 63 243 180146 180110 2178 2136 42 177932 177905 219 81 138 is_linear=0 shrinkage=0.01089 Tree=924 num_leaves=31 num_cat=0 split_feature=18 43 41 29 18 22 56 19 21 55 6 34 18 39 59 5 31 28 33 22 22 18 28 33 28 21 29 18 52 61 split_gain=0.222346 0.531573 0.304288 0.0889184 0.0610624 0.0168648 0.0499307 0.0255621 0.0154877 0.772748 0.0336811 0.0168113 0.0354869 0.0208624 0.0182669 0.0103433 0.0102329 0.0156106 0.0406757 0.023703 0.0208336 0.0321414 0.0106369 0.0470884 0.0255771 0.0305149 0.0190129 0.00832664 0.00676168 0.00638468 threshold=58.65649999999733 32.625000000000007 66.922000000002313 58.297500000011503 54.156499999999149 51.797500000011503 9.234500000000482 51.671999999999578 5.6123065222685531 10.932020618556729 -0.84646129610493615 8.7574999999997107 43.530999999988133 8.3963454594408784 49.133000000008913 -0.96067250490057166 52.299071428571814 45.515499999999527 12.903318481202655 48.828500000001448 46.030999999988133 46.030999999988133 41.650499999985193 3.5514657902993245 38.772999999999236 1.2367297602771206 45.156499999999149 38.187500000000007 9.1875000000000018 16.609779792746117 decision_type=2 2 2 2 2 2 2 2 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 3 5 -5 7 -7 8 16 -10 -11 13 15 14 -12 -13 17 19 -19 20 21 22 24 -24 26 -26 -1 28 29 -17 right_child=1 -3 -4 4 -6 6 -8 -9 9 10 11 12 -14 -15 -16 27 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=7.865932517063045e-08 -0.00031510536040164552 0.0020334589767679852 -0.0012801698034096782 8.6055398414909803e-05 0.00093856768930809299 0.00011268963577949359 -0.00061631174216128656 0.00029003258494878919 -0.0021017513025440504 0.00037804358177939761 0.00024933495136331455 -0.00021901784014088691 -0.00033996017809057928 0.00043238184282634763 -0.00019407398065805065 8.267172403901247e-05 0.00024624399585080904 -0.00049318393949646555 0.00011510364164984964 0.00035734620283375362 -0.00027346534349151531 0.00032997146860961577 0.00025512683309200326 -0.0003772627433703599 0.00046252088718668399 -2.3747763179038406e-05 -0.00016576070505560937 0.00024044152385957468 0.0001917053864446151 -4.4394147329450162e-05 leaf_weight=179703 25 21 22 20 20 25 20 36 21 32 22 20 37 23 22 71 20 26 26 22 33 35 22 38 31 30 82 22 24 138 leaf_count=179703 25 21 22 20 20 25 20 36 21 32 22 20 37 23 22 71 20 26 26 22 33 35 22 38 31 30 82 22 24 138 internal_value=0 0.000756907 -1.3219e-07 2.37187e-08 0.000513275 -8.98772e-08 -0.000210834 -3.71695e-08 -9.52102e-08 -6.52202e-05 3.88718e-05 1.0142e-05 -2.33931e-05 0.000166677 2.70148e-05 1.91219e-05 6.08847e-08 3.33555e-08 -0.000188585 8.80225e-08 4.41554e-08 9.45013e-08 3.01323e-08 -0.000144917 7.86604e-08 0.000222994 2.84637e-09 3.79247e-05 1.8664e-05 -1.09175e-06 internal_weight=0 46 180643 180621 40 180581 45 180536 180500 432 411 379 312 67 44 275 180068 180048 52 179996 179974 179941 179906 60 179846 61 179785 255 233 209 internal_count=180689 46 180643 180621 40 180581 45 180536 180500 432 411 379 312 67 44 275 180068 180048 52 179996 179974 179941 179906 60 179846 61 179785 255 233 209 is_linear=0 shrinkage=0.01089 Tree=925 num_leaves=29 num_cat=0 split_feature=18 62 41 28 62 26 35 21 18 18 34 21 52 38 18 32 64 38 28 20 51 27 34 28 22 22 55 62 split_gain=0.217531 0.989987 0.297703 0.0865321 0.0185833 0.0150095 0.0288266 0.0966771 0.124997 0.0466788 0.0181319 0.015811 0.795504 0.0314687 0.0708749 0.0588901 0.0334424 0.022631 0.013283 0.0570447 0.0585917 0.0465978 0.0199209 0.0207284 0.0147416 0.0363209 0.0109579 0.00866566 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 52.624499999976258 11.492249999997325 54.124749999988133 56.757999999999818 1.9441900948761992 42.655999999999047 54.156499999999149 45.444999999999716 5.6123065222685531 7.8669999999997353 8.8909999999978044 45.156499999999149 8.8130000000010131 8.9369999999989904 9.0625000000000018 45.515499999999527 48.812750000011881 16.208668801652362 2.0530466195608441 40.562500000000007 42.282999999999454 43.937500000000007 42.655999999999047 16.643041237113405 9.6714999999894662 decision_type=2 2 2 2 2 2 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 3 4 5 6 9 10 -9 11 -8 18 -13 15 16 26 17 -15 19 22 -21 -20 23 24 25 -1 -14 -19 right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 -12 12 13 14 -16 -17 -18 27 21 20 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-1.5310494936441895e-08 0.0022123895008213232 -0.00099301868468478806 -0.0012662422032802985 0.00062796758838221209 0.0003316893937176509 -0.00024358239049478424 -0.00038308452210946418 -5.0789089041949999e-05 0.001137147553008236 -0.00048017891773777379 6.8821321803522005e-05 -0.0021314188630163437 -0.00010688445225145317 -0.00033712291553298496 -0.00061402042089402119 0.00071837734832872337 0.00034653553181048365 7.0834919596088886e-05 -0.00042585541053961516 -1.1720263053095799e-05 0.00074029624007417982 0.00019277249256266006 0.00025260182996229814 -0.00031991544472892002 -0.00024541329094817207 0.00039927219095115403 0.00022438215661133847 -6.9057304355957835e-05 leaf_weight=179796 25 21 22 26 20 30 22 20 22 24 20 21 27 22 21 22 37 169 34 24 25 25 37 24 29 27 21 76 leaf_count=179796 25 21 22 26 20 30 22 20 22 24 20 21 27 22 21 22 37 169 34 24 25 25 37 24 29 27 21 76 internal_value=0 0.000748666 -1.30742e-07 2.34686e-08 -6.6856e-08 -1.03793e-07 -6.31535e-08 0.000201601 0.000571064 -1.572e-07 -0.000167306 -9.31422e-08 -6.71509e-05 4.26335e-05 -2.39788e-06 0.00025204 3.98012e-05 -2.62553e-06 6.16718e-08 1.15396e-07 0.000371551 -0.000163281 1.40365e-08 -3.77959e-08 4.77328e-09 4.45347e-08 3.75032e-05 2.73246e-05 internal_weight=0 46 180643 180621 180595 180575 180545 84 42 180461 42 180437 416 395 325 70 304 267 180021 179962 49 59 179913 179876 179852 179823 48 245 internal_count=180689 46 180643 180621 180595 180575 180545 84 42 180461 42 180437 416 395 325 70 304 267 180021 179962 49 59 179913 179876 179852 179823 48 245 is_linear=0 shrinkage=0.01089 Tree=926 num_leaves=22 num_cat=0 split_feature=23 41 32 18 23 62 44 20 39 23 47 23 21 18 61 28 18 21 23 61 21 split_gain=0.220711 0.185827 0.0517996 0.0713733 0.0330277 0.0181872 0.0164515 0.0149395 0.0656107 0.0173214 0.0456014 0.0144813 0.0123915 1.27199 0.035204 0.0247722 0.0219582 0.0386314 0.0381322 0.0562701 0.0123442 threshold=65.257999999998006 66.922000000002313 58.225999999987842 58.65649999999733 57.062500000000007 11.492249999997325 48.812500000000007 51.671999999999578 19.91506428462775 52.320500000011641 54.405999999988133 51.031500000000968 3.1377863415153051 8.9220000000002546 9.9813419689119502 40.655999999988133 47.344000000011881 1.0603066183930148 46.141000000010543 18.163049222797888 2.8722677451706811 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 9 -9 11 -11 12 16 -14 -15 -16 18 -18 20 -20 -1 right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 10 -12 -13 13 14 15 -17 17 -19 19 -21 -22 leaf_value=-4.064804863303897e-08 0.001143272894235045 -0.0010492697315724504 0.00048577864601905116 -0.00062007172944561018 0.00034965264579271091 0.00032808112829614593 -0.00024320583826825825 0.00057129370492448777 -0.00020156589499879116 9.4799221362853772e-05 -0.00058650328331788558 0.00025197339175881577 -0.0026255868195977335 0.00046445158880836822 2.2587093161597437e-05 -0.00035584472848671482 9.3422602935628048e-05 -0.00055142958332976848 0.00074447006453326914 -7.0998784422491616e-05 0.0001029865700398256 leaf_weight=179396 20 20 26 22 32 20 33 26 26 26 21 27 22 21 841 21 21 23 20 20 138 leaf_count=179396 20 20 26 22 32 20 33 26 26 26 21 27 22 21 841 21 21 23 20 20 138 internal_value=0 -1.79918e-07 -6.358e-08 -1.33674e-07 -5.79854e-08 -1.20109e-07 -1.5663e-07 -1.12049e-07 0.000184407 -1.65353e-07 -0.000209151 -1.10773e-07 -1.48659e-07 -4.03434e-05 2.40983e-05 1.33271e-05 5.37114e-08 -0.000243134 1.13481e-07 0.000336222 3.84024e-08 internal_weight=0 180802 180782 180756 180734 180702 180682 180649 52 180597 47 180550 180523 905 883 862 179618 44 179574 40 179534 internal_count=180822 180802 180782 180756 180734 180702 180682 180649 52 180597 47 180550 180523 905 883 862 179618 44 179574 40 179534 is_linear=0 shrinkage=0.01089 Tree=927 num_leaves=28 num_cat=0 split_feature=23 41 32 18 23 62 21 18 6 31 18 31 40 18 23 35 37 32 19 62 19 2 50 32 5 55 59 split_gain=0.215935 0.181806 0.0506785 0.0698287 0.0323127 0.0177937 0.0161569 0.700938 0.030731 0.0198066 0.0307118 0.0284348 0.0283909 0.029673 0.01336 0.0270143 0.0188589 0.0154362 0.028709 0.0466041 0.0197506 0.0113558 0.0107427 0.00888899 0.00829589 0.00936599 0.00607369 threshold=65.257999999998006 66.922000000002313 58.225999999987842 58.65649999999733 57.062500000000007 11.492249999997325 5.6123065222685531 9.0619999999989904 -0.84646129610493615 15.524571428571369 41.58849999999439 14.781285714285334 8.9925000000002928 35.827499999988511 54.405999999988133 58.297500000011503 45.314269230768339 51.078499999999629 50.312249999988133 9.0625000000000018 48.812750000011881 20.500000000000004 9.9370000000017189 44.219000000011881 -0.91507307026059792 14.160432989690628 59.062500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 14 -8 -9 11 24 12 13 21 15 16 17 18 20 -20 23 -10 -14 -1 -11 -26 -27 right_child=-2 -3 -4 -5 -6 -7 7 8 9 10 -12 -13 22 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 -28 leaf_value=2.2665357562142798e-08 0.0011308358928438084 -0.0010378553288231014 0.00048049283098167768 -0.00061332563368556427 0.00034584744191926863 0.00032451209832655594 -0.0020055889089651158 0.0003384825610467133 0.00014426895026662501 -0.00018777774863226835 -0.00040048481927300572 0.00046036641807566998 0.00041673781038788617 -0.00044386257007007795 0.000212679456004644 -0.00034434195947611077 0.00028250495709545664 0.00027043376430459389 -0.00057292439733877369 4.5022768799695919e-05 0.00031224942848444477 -0.00017595577065169851 0.00010049746442237195 -0.00010370899611103574 0.0002387658683193624 -6.0942657172383677e-05 0.00010551779248540843 leaf_weight=179972 20 20 26 22 32 20 21 36 38 27 28 22 22 21 35 27 28 25 27 31 24 20 31 98 20 93 36 leaf_count=179972 20 20 26 22 32 20 21 36 38 27 28 22 22 21 35 27 28 25 27 31 24 20 31 98 20 93 36 internal_value=0 -1.77959e-07 -6.28848e-08 -1.32218e-07 -5.7351e-08 -1.188e-07 -1.54925e-07 -6.80239e-05 3.52794e-05 4.69415e-06 -6.55998e-05 9.79868e-05 3.73162e-05 -9.3242e-05 1.173e-09 -3.99993e-08 1.14741e-08 -3.23057e-08 -7.00243e-08 -0.000242269 7.85178e-09 3.33455e-05 0.000232403 -3.36473e-08 -1.21235e-05 1.95429e-05 -1.42643e-05 internal_weight=0 180802 180782 180756 180734 180702 180682 415 394 358 204 154 132 79 180267 180232 180205 180177 180152 58 180094 58 53 180070 176 149 129 internal_count=180822 180802 180782 180756 180734 180702 180682 415 394 358 204 154 132 79 180267 180232 180205 180177 180152 58 180094 58 53 180070 176 149 129 is_linear=0 shrinkage=0.01089 Tree=928 num_leaves=38 num_cat=0 split_feature=26 21 49 21 47 22 35 21 62 35 22 55 22 55 22 21 21 49 23 34 53 9 38 27 23 47 28 57 41 9 0 64 26 21 21 47 40 split_gain=0.0750723 1.14268 0.592467 0.53145 0.548435 0.0964694 0.0596697 0.206104 0.0174041 0.0130418 0.0261103 0.0413676 0.025198 0.0566544 0.0464528 0.011974 0.442031 0.0202633 0.0375657 0.0805939 0.0173421 0.0203968 0.0213677 0.0144147 0.0270757 0.0538 0.0149088 0.0228965 0.0127665 0.0125526 0.0115583 0.0113404 0.00780645 0.00725592 0.0463836 0.0173348 0.00372512 threshold=51.464749999999192 3.9180786745477048 16.912418367347179 0.8403964094487163 65.827999999997715 51.797500000011503 56.757999999999818 2.2100622445947682 11.492249999997325 55.313000000012842 48.828500000001448 19.134664948453612 46.030999999988133 17.316046391752554 44.46899999999733 6.2204183540893956 5.7448890437333135 28.058520408163275 43.812500000003645 8.8985000000011514 42.21899999999733 0.61132034890850739 9.885000000002039 16.766954719536304 44.687499999989093 50.53149999999733 39.437500000000007 13.286261553940721 45.140500000001346 0.68808263497567124 15.500000000000002 8.3829999999998126 11.945249999998852 3.4033049378599292 3.3149165902116109 50.390500000001346 10.136000000005881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 5 -5 8 -8 9 10 12 -12 14 -14 15 16 23 18 20 -20 29 22 -22 24 26 -26 33 -28 -23 30 31 -17 -31 34 -1 -35 -24 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 17 -18 -19 19 -21 21 28 36 -25 25 -27 27 -29 -30 32 -32 -33 -34 35 -36 -37 -38 leaf_value=-7.9716471501312451e-08 0.00192132014752612 -0.0021911678432794766 0.00099591976855753495 -0.00050107717350079202 -0.0021215115886788231 0.00041076627797439076 -0.00031574432071378687 0.00096059516240943265 0.00032098192191260037 -0.00020448659630034957 -0.00011413434736307232 0.0004903621601443503 0.00013980452760926725 -0.00064981515665459672 0.00039649563190730504 0.00013117454462627394 -0.0012414682526717949 -0.00021130831394113552 0.00089891762947083011 2.7100936159332263e-05 -0.00037510596811074259 0.0003459185358498072 3.5386440924116259e-05 0.00025145901064596593 8.1301399591781552e-05 -0.0005497141144194472 0.00041280394298567197 -4.3235799325228852e-05 -2.9151605718402715e-05 -0.0001847755517872569 1.4001804010841683e-06 0.00042750600359323576 0.00011541854565980525 1.7045227535565073e-05 -0.00040826151823568824 0.00022857572161262717 -0.00014554876448300905 leaf_weight=179322 20 29 35 28 21 27 29 31 20 37 23 32 21 22 35 31 34 29 20 34 31 20 41 27 33 31 26 26 23 20 25 31 21 310 33 54 20 leaf_count=179322 20 29 35 28 21 27 29 31 20 37 23 32 21 22 35 31 34 29 20 34 31 20 41 27 33 31 26 26 23 20 25 31 21 310 33 54 20 internal_value=0 -0.000235939 0.000196971 -0.000113781 -0.000625327 -5.29559e-05 3.8023e-08 0.000343343 -7.60248e-08 -1.11808e-07 -6.97071e-08 0.000237123 -1.42235e-07 -0.000263665 -7.9195e-08 -1.56404e-07 -2.79657e-07 6.38431e-05 8.91145e-05 0.000350735 3.52685e-05 -5.06891e-05 -0.000142344 -4.47304e-08 -8.26742e-08 -0.000223995 -2.77903e-09 0.000184327 0.000144741 0.000126137 0.000200197 0.000279882 -3.03624e-05 -5.6289e-08 -1.55022e-07 4.85137e-05 -2.35128e-05 internal_weight=0 160 131 111 76 55 180492 60 180432 180412 180375 55 180320 43 180277 180242 179896 346 317 54 263 135 92 179862 179835 64 179771 52 43 128 87 62 41 179719 179355 364 61 internal_count=180652 160 131 111 76 55 180492 60 180432 180412 180375 55 180320 43 180277 180242 179896 346 317 54 263 135 92 179862 179835 64 179771 52 43 128 87 62 41 179719 179355 364 61 is_linear=0 shrinkage=0.01089 Tree=929 num_leaves=31 num_cat=0 split_feature=26 51 50 41 51 65 19 62 28 51 63 62 34 28 44 29 28 18 44 22 22 62 22 22 22 28 40 39 47 19 split_gain=0.0734463 0.190455 0.37113 0.487757 0.340433 0.266898 0.0593395 0.0170249 0.0136882 0.0333319 0.0290521 0.0249755 0.0177068 0.0425389 0.014724 0.0143839 0.0103415 0.0435058 0.00998095 0.00934959 0.0166479 0.0427176 0.0137578 0.0201397 0.00886428 0.0208867 0.0146195 0.0118562 0.00764473 0.015164 threshold=51.464749999999192 20.745157725692827 8.8909999999978044 59.257499999999716 21.663421610055597 66.219000000002794 51.671999999999578 11.492249999997325 38.772999999999236 17.957219338750349 10.392990154953921 10.063000000011927 14.030999999999041 42.655999999999047 37.250000000003645 48.132499999999716 37.687500000000007 39.164000000000676 37.250000000003645 46.030999999988133 40.812499999989093 9.4535000000141753 38.586000000012071 37.687499999989093 36.969000000011881 35.101499999999767 9.0630000000128366 15.502261774919782 66.922000000002313 38.198999999999621 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -3 -6 7 8 16 10 -10 12 -12 15 -11 -14 18 -18 19 20 22 -22 23 24 25 28 -27 -26 29 -1 right_child=1 4 3 -5 5 -7 -8 -9 9 14 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-2.4459637172377655e-07 0.00065926191117248703 0.0012232297437183475 -0.0001583667239696549 -0.0021671297711840821 0.0002586513792876063 -0.0012628311019738457 0.00044199153926730895 0.00031749013799103995 -0.00021665354375230284 -0.00031127002500579045 0.00047736835546037287 -0.00012810962388741908 0.00061909165956020354 -8.2868857317561405e-05 2.095731444449639e-05 0.00021766448434684462 0.0001649821631883661 -0.00051151445620474599 0.00021311352466982128 -0.00020659056252348806 0.00045492738321123238 -0.00016363504515064882 -0.00020466713614106943 0.00029176386368585933 -0.00032584879343311869 0.00037318697681303396 2.9212138385610921e-05 2.6593890467249417e-05 -0.00016592031799471854 0.00027338606263902735 leaf_weight=179835 20 24 32 26 36 22 36 20 20 28 39 20 22 36 36 21 23 22 26 26 31 23 39 28 23 30 29 22 33 24 leaf_count=179835 20 24 32 26 36 22 36 20 20 28 39 20 22 36 36 21 23 22 26 26 31 23 39 28 23 30 29 22 33 24 internal_value=0 -0.00023337 -0.000618591 -0.00105979 0.000132787 -0.000318236 3.7615e-08 -5.0451e-08 -8.58388e-08 8.53687e-05 0.000170363 0.000226677 0.000287057 0.000192653 -0.000124015 0.000423893 -1.91271e-07 -0.00016522 -1.4988e-07 -1.80839e-07 -1.50865e-07 0.000190992 -2.08364e-07 -1.63893e-07 -2.09493e-07 -1.71114e-07 0.000204655 -0.000152997 -2.3847e-07 -2.07897e-07 internal_weight=0 160 78 58 82 58 180492 180456 180436 222 158 138 118 79 64 43 180214 45 180169 180143 180117 54 180063 180024 179996 179951 59 45 179892 179859 internal_count=180652 160 78 58 82 58 180492 180456 180436 222 158 138 118 79 64 43 180214 45 180169 180143 180117 54 180063 180024 179996 179951 59 45 179892 179859 is_linear=0 shrinkage=0.01089 Tree=930 num_leaves=31 num_cat=0 split_feature=29 31 18 50 20 22 56 22 18 23 21 21 29 55 26 23 11 5 28 50 58 28 26 28 5 23 61 26 43 22 split_gain=0.442992 0.0559129 0.187073 0.133708 0.0250567 0.025858 0.0335341 0.0275937 0.0137797 0.0197409 0.010986 0.413641 0.0180101 0.0432216 0.0381154 0.0316941 0.0299155 0.0291328 0.0160306 0.0151646 0.0195626 0.0472103 0.0365065 0.0156606 0.0382278 0.0142864 0.0366363 0.0110459 0.00783871 0.00596908 threshold=65.827999999997715 52.299071428571814 58.65649999999733 9.342999999999849 54.578249999999578 50.155999999988133 10.188000000009199 48.828500000001448 52.155999999988133 51.031500000000968 6.2204183540893956 5.7448890437333135 49.281500000011881 17.802195876288796 43.859499999998668 44.28149999999733 0.68301270189221941 -0.20298171012663577 29.155999999988129 9.3125000000000018 8.5154999999995216 8.9680000000003606 11.847750000005819 8.8624999999992742 -0.68096195430208828 44.687499999989093 17.699075129533686 36.578000000001346 27.11123999999953 12.757499999999711 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 7 -7 8 9 10 11 12 14 -14 25 -15 -17 -16 19 23 22 -22 -21 -12 -25 27 -27 -1 -23 -24 right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11 18 -13 13 15 17 16 -18 -19 -20 20 21 28 29 24 -26 26 -28 -29 -30 -31 leaf_value=-6.7477025935599586e-08 0.0016198725888496616 0.00079360665700788102 -0.00090624405604302586 -0.00017869125329968911 0.00031451764873987996 -0.00042627417860035383 0.00012613212462728098 0.00029329423555813467 -0.00028578751108201413 0.00031208781615953775 -5.4700544609293299e-05 -0.0012189538561558366 0.000159951868734246 2.3014865974499232e-05 5.8750754855835918e-05 -0.00012649184351349872 -0.00067596721484010922 0.0005984293300618505 0.00032103892660347879 0.00040148718131749917 -0.00056898909738413092 3.7023924463096421e-05 3.6771768324782002e-05 -4.9796960063383897e-05 0.000543548745053802 0.00011702018101526383 -0.00051042272262079064 6.8875588282363192e-05 -0.0001729545795888444 -0.00019734670424183655 leaf_weight=179685 20 34 27 33 30 37 20 38 20 24 24 33 38 25 26 20 29 22 26 35 20 111 36 23 29 22 22 276 26 20 leaf_count=179685 20 34 27 33 30 37 20 38 20 24 24 33 38 25 26 20 29 22 26 35 20 111 36 23 29 22 22 276 26 20 internal_value=0 -8.67581e-08 -2.03524e-07 0.000314396 -6.78972e-08 -1.20319e-07 -0.000231987 -4.697e-08 -1.08882e-07 -7.7054e-08 -1.1874e-07 -2.37285e-07 -1.37607e-08 -0.000138052 7.19672e-08 -0.000291458 -0.000452408 0.000306835 6.08315e-05 3.98456e-05 -1.29102e-06 -7.50338e-05 0.000125619 0.000174408 0.000280662 -9.7164e-09 -0.000196167 3.81128e-08 -2.64454e-06 -4.63908e-05 internal_weight=0 180811 180744 67 180717 180687 57 180630 180592 180572 180548 180198 180165 112 180053 74 49 48 350 324 248 157 91 76 52 180005 44 179961 137 56 internal_count=180831 180811 180744 67 180717 180687 57 180630 180592 180572 180548 180198 180165 112 180053 74 49 48 350 324 248 157 91 76 52 180005 44 179961 137 56 is_linear=0 shrinkage=0.01089 Tree=931 num_leaves=28 num_cat=0 split_feature=30 34 41 28 26 23 26 30 25 21 21 38 32 32 44 32 23 62 23 28 32 34 50 32 2 28 37 split_gain=0.397096 1.14886 0.254922 0.0291232 0.0205217 0.0417539 0.0169617 0.0315076 0.027849 0.013566 0.443607 0.0215507 0.060606 0.0251886 0.0194488 0.0163456 0.01488 0.099786 0.0141546 0.0133017 0.0214083 0.0126112 0.0132711 0.019793 0.0121167 0.0107291 0.0100067 threshold=58.65649999999733 12.554500000000646 66.922000000002313 52.624499999976258 54.124749999988133 55.969000000011881 51.464749999999192 51.437500000000007 50.914124999999792 6.2204183540893956 5.7448890437333135 8.8909999999978044 8.8130000000010131 9.0619999999989904 9.9379999999973752 50.155999999988133 51.65649999999733 9.0464999999994706 49.65649999999733 31.56249999998909 33.148500000001157 9.0389999999988522 28.484500000002303 9.6875000000000018 17.500000000000004 30.882999999997995 42.588961538461341 decision_type=2 2 2 2 2 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 3 4 5 6 8 -8 9 10 15 12 24 -13 -15 16 18 -18 19 25 -21 -16 23 -23 -11 -1 -24 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 11 -12 13 -14 14 21 -17 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 leaf_value=-4.1040875004126354e-08 -0.00061262513277294444 0.0029538874695709174 -0.0011993156373668761 0.00037148563950633782 -0.00028963131832745027 0.00044480487328592901 4.0425958058813882e-05 -0.00052095458903974538 0.00040609788108354994 0.00016625974564876396 -0.0012436082170047085 -0.00026459685038326622 0.00072693492165356016 0.0003853138108793201 0.00026260223431696087 -0.00023521885529148662 -0.00032477779693494821 0.00073583277715012633 -0.00022891520755315806 -0.0002425008537814409 7.94113348332296e-05 -0.00033549917050974842 0.00035388721622771894 7.9105935389133872e-06 -0.00016604975858742021 -0.00017618002236260332 1.2184368542443803e-05 leaf_weight=179637 23 20 21 25 29 25 27 21 20 34 34 32 21 20 25 35 21 21 32 26 410 23 20 146 21 41 21 leaf_count=179637 23 20 21 25 29 25 27 21 20 34 34 32 21 20 25 35 21 21 32 26 410 23 20 146 21 41 21 internal_value=0 0.00104621 -1.57343e-07 -1.77408e-08 -6.93234e-08 -2.26686e-08 -8.44204e-08 -0.000204723 -2.98662e-08 -7.50376e-08 -2.09124e-07 6.64291e-05 0.0002295 2.31364e-05 5.93717e-05 2.54419e-08 7.13175e-08 0.000204972 2.33682e-08 6.42233e-08 6.01404e-05 3.14818e-05 3.81193e-06 -3.86981e-05 3.88596e-05 -8.14082e-08 0.00017964 internal_weight=0 43 180788 180767 180742 180713 180688 48 180640 180620 180257 363 76 287 255 180223 180188 42 180146 180114 436 235 210 169 55 179678 41 internal_count=180831 43 180788 180767 180742 180713 180688 48 180640 180620 180257 363 76 287 255 180223 180188 42 180146 180114 436 235 210 169 55 179678 41 is_linear=0 shrinkage=0.01089 Tree=932 num_leaves=40 num_cat=0 split_feature=18 62 29 29 22 18 44 23 27 39 49 49 26 34 34 18 22 22 65 46 27 23 18 46 31 29 26 39 44 18 52 39 18 62 55 18 10 66 66 split_gain=0.184212 0.945188 0.147338 0.0463116 0.0382831 0.0335428 0.0261724 0.0182316 0.0423826 0.838995 0.0202702 0.0182918 0.0164246 0.0183454 0.0157604 0.0113994 0.0210136 0.0326941 0.0173958 0.00601428 0.00569456 0.113118 0.0615107 0.0343543 0.00637228 0.00438409 0.00172895 0.000987419 0.00110355 0.00981389 0.00100931 0.000505235 0.0015115 0.000263213 0.000298801 0.000188656 1.31737e-05 7.48424e-05 1.6461e-06 threshold=58.65649999999733 9.0940000000005075 65.156500000000975 58.297500000011503 52.76599999999781 53.085999999999338 48.812500000000007 17.539000000000218 4.1124388697492877 4.4654198853003022 9.7323061224489766 9.3424693877550844 51.464749999999192 45.444999999999716 42.742000000002015 51.437500000000007 46.030999999988133 44.46899999999733 53.875000000000007 8.3129999999982847 0.088389290454674349 7.8829999999998117 7.9369999999989895 5.9369999999908041 8.0803571428571441 20.515500000000007 11.238250000000336 21.345206968380396 7.9059999999881265 7.7579999999998117 4.2889999999988513 6.054531372119917 10.187500000000002 8.9840000000002096 16.848097938144345 8.570500000011636 -0.81655236941868636 1.0000000180025095e-35 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 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 8 20 -10 11 -9 13 14 15 16 17 -12 -18 -11 26 -22 -23 -24 -25 -26 27 28 36 -30 -31 -21 33 34 -33 -35 37 -1 -38 right_child=1 -3 -4 -5 -6 -7 -8 10 9 19 12 -13 -14 -15 -16 -17 18 -19 -20 31 21 22 23 24 25 -27 -28 -29 29 30 -32 32 -34 35 -36 -37 38 -39 -40 leaf_value=-5.1293060915739986e-07 0.0021724870595993904 -0.00098918111793376735 -0.00093416996040620909 0.00044276757423161332 -0.00040247525896845693 0.00033706760934257648 -0.00035216947685326829 3.8806357534961605e-05 -0.0022846863145217391 0.00017636387106408839 2.8082834549238699e-05 0.00049481062439876613 -0.00021124628702563257 0.00032918688909536165 -0.0002398191941603359 0.00028219101804071134 -6.3259161342258691e-06 0.00044084352496396911 -0.00040357925768301858 -4.8394201350203313e-05 0.00061968981204226956 -0.00045428179478939419 0.00039764407546736608 0.00015668969287477606 7.784606567566232e-06 -0.00014979011860556733 -8.7523734425738685e-05 -6.5048235729790889e-05 0.00022391604464216844 6.0837960218874127e-05 2.9713574264087641e-06 -3.9597021242031473e-06 8.0865176797603961e-05 -3.2547284892683953e-05 -5.8754393898323735e-05 2.5842470675830436e-06 -5.26033002712886e-07 -1.8899865973185211e-06 -4.1932644077730269e-07 leaf_weight=27030 24 21 20 28 28 35 25 21 20 24 2073 21 34 24 26 21 29 23 24 26 36 34 27 34 4505 21 27 28 24 36 5854 28 26 20 22 188 110539 5693 23842 leaf_count=27030 24 21 20 28 28 35 25 21 20 24 2073 21 34 24 26 21 29 23 24 26 36 34 27 34 4505 21 27 28 24 36 5854 28 26 20 22 188 110539 5693 23842 internal_value=0 0.000696656 -2.13423e-08 8.21231e-08 1.32341e-08 7.58915e-08 1.03193e-08 5.9325e-08 -3.33637e-07 -0.000119369 3.05503e-05 0.000267602 2.61185e-05 2.97682e-05 2.64801e-05 2.96859e-05 2.72028e-05 3.26298e-05 -0.000186826 1.03451e-05 -9.63752e-08 1.17867e-05 7.04204e-06 1.04696e-05 8.16922e-06 7.04667e-06 -4.16284e-07 -4.02522e-07 -3.91892e-07 4.23062e-06 3.32996e-06 -2.42982e-06 1.684e-06 -6.19418e-06 -2.86376e-05 -6.63654e-07 -5.55654e-07 -7.53352e-07 -5.07307e-07 internal_weight=0 45 180516 180496 180468 180440 180405 180380 178084 354 2296 42 2254 2220 2196 2170 2149 2096 53 334 177730 4657 4621 4587 4560 4526 173073 173046 173018 5914 5890 310 284 258 50 208 167104 32723 134381 internal_count=180561 45 180516 180496 180468 180440 180405 180380 178084 354 2296 42 2254 2220 2196 2170 2149 2096 53 334 177730 4657 4621 4587 4560 4526 173073 173046 173018 5914 5890 310 284 258 50 208 167104 32723 134381 is_linear=0 shrinkage=0.01089 Tree=933 num_leaves=45 num_cat=0 split_feature=18 62 47 21 29 21 29 21 21 6 31 18 21 29 40 64 45 0 28 31 44 28 28 18 31 0 29 46 21 29 38 44 28 64 28 59 27 23 6 50 26 62 19 50 split_gain=0.180221 0.924737 0.150406 0.109312 0.0431558 0.118214 0.0293438 0.0195983 0.376019 0.0213853 0.015178 0.0569962 0.0516233 0.113952 0.049189 0.0388498 0.0352317 0.0617522 0.0277083 0.052944 0.0333095 0.0223849 0.0168099 0.0346666 0.0493396 0.0537511 0.0174463 0.0231459 0.0476353 0.015077 0.0116439 0.0493888 0.020538 0.0119295 0.00948983 0.0160565 0.00948653 0.11531 0.00913637 0.0075422 0.00355605 0.00352203 0.00445152 0.000990664 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 0.2651650429462416 58.297500000011503 2.6954910498740441 57.479000000003005 6.2204183540893956 5.7448890437333135 -0.84646129610493615 43.000000000000007 54.156499999999149 0.5359869401566334 54.405999999988133 8.9925000000002928 8.3125000000109157 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9.6258424131970934e-06 leaf_weight=173041 24 21 23 20 22 21 25 27 34 23 20 20 26 30 20 20 31 20 29 20 28 35 31 25 40 136 24 26 24 36 22 24 20 37 26 20 35 6291 20 32 20 25 24 43 leaf_count=173041 24 21 23 20 22 21 25 27 34 23 20 20 26 30 20 20 31 20 29 20 28 35 31 25 40 136 24 26 24 36 22 24 20 37 26 20 35 6291 20 32 20 25 24 43 internal_value=0 0.000689069 -2.11136e-08 -0.000643845 1.32208e-07 0.000345001 4.98248e-08 1.01698e-07 -6.28412e-08 7.83271e-05 1.53383e-07 4.72245e-08 9.44926e-05 0.000181098 -0.000255479 4.3139e-05 0.000135859 0.000390822 1.12086e-07 -0.000258757 1.8285e-07 -1.83213e-05 1.24151e-07 9.27571e-05 4.63244e-05 -2.4105e-05 4.23328e-09 -0.000167148 -3.30598e-05 5.55672e-05 3.66174e-05 0.000173781 5.90898e-06 3.44181e-05 2.5092e-06 -0.00013554 7.33602e-08 1.31719e-05 4.14116e-05 0.000160711 -4.05281e-07 -1.37502e-05 -8.31597e-05 3.98055e-05 internal_weight=0 45 180516 43 180473 43 180430 180405 180026 379 179992 179790 202 162 40 132 106 40 179770 49 179721 66 179693 232 207 176 179461 74 50 352 329 60 269 247 210 46 179387 6326 164 52 173061 112 49 63 internal_count=180561 45 180516 43 180473 43 180430 180405 180026 379 179992 179790 202 162 40 132 106 40 179770 49 179721 66 179693 232 207 176 179461 74 50 352 329 60 269 247 210 46 179387 6326 164 52 173061 112 49 63 is_linear=0 shrinkage=0.01089 Tree=934 num_leaves=25 num_cat=0 split_feature=18 61 41 29 21 26 23 39 29 26 26 44 21 21 19 45 19 19 19 44 18 23 33 26 split_gain=0.196212 0.920066 0.251121 0.0160401 0.0853653 0.0276689 0.0228021 0.0179889 0.0556954 0.0457382 0.0219406 0.0154305 0.0145857 0.428932 0.0198412 0.0156668 0.0299708 0.0413542 0.0251622 0.0249484 0.00945193 0.0116664 0.0581616 0.0145725 threshold=58.65649999999733 18.196971502590682 66.922000000002313 58.297500000011503 2.6954910498740441 54.124749999988133 55.969000000011881 21.345206968380396 52.757499999999716 51.464749999999192 50.765750000005944 44.125000000000007 6.2204183540893956 5.7448890437333135 40.484249999999527 15.257534832390826 28.911249999993746 25.327999999994066 30.148249999994281 31.171999999998665 51.437500000000007 44.687499999989093 3.3998181892183443 36.578000000001346 decision_type=2 2 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 3 5 -5 6 7 9 -9 10 11 12 13 20 15 16 17 -14 19 -17 21 23 -23 -1 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 14 -15 -16 18 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=-5.6419739272281624e-08 0.0023010240130378664 -0.00084653189818664233 -0.0012197116972536104 0.00072107858651528816 -0.00028400049490176667 -0.00038606586918837936 0.00032869459232686045 -0.00010736479913498325 0.00059058986785431801 -0.00044007053960400702 0.00031613025024559554 -0.00025564047217899112 0.00010631864406228512 -0.0012412489066112311 0.00037183561029836506 -0.0001146291108402993 0.00037419059786943565 -0.00036965049430756473 -0.00037896913871856745 0.0002676021339710192 0.00023661965408117505 0.00041205205589127023 -0.00017993182771609999 7.3958125527885855e-05 leaf_weight=179500 22 22 20 20 20 22 25 31 24 28 26 28 160 33 24 55 39 25 23 32 20 23 135 316 leaf_count=179500 22 22 20 20 20 22 25 31 24 28 26 28 160 33 24 55 39 25 23 32 20 23 135 316 internal_value=0 0.000726968 -1.6242e-07 -2.70753e-08 0.000217963 -7.55438e-08 -2.83114e-08 -7.40274e-08 0.000196804 -1.34206e-07 -6.57323e-08 -1.11491e-07 -7.16435e-08 -2.09891e-07 6.93675e-05 4.75281e-05 9.98366e-05 4.18138e-05 -5.87379e-05 2.56745e-05 1.76324e-08 -8.53453e-09 -9.3538e-05 7.35046e-08 internal_weight=0 44 180629 180609 40 180569 180547 180522 55 180467 180439 180413 180385 180027 358 334 224 185 110 87 179994 179974 158 179816 internal_count=180673 44 180629 180609 40 180569 180547 180522 55 180467 180439 180413 180385 180027 358 334 224 185 110 87 179994 179974 158 179816 is_linear=0 shrinkage=0.01089 Tree=935 num_leaves=48 num_cat=0 split_feature=24 61 19 19 24 32 24 58 45 51 44 44 22 38 45 21 55 16 7 22 44 16 32 32 21 2 22 40 21 27 49 33 51 25 32 28 33 23 61 27 23 23 55 55 3 24 0 split_gain=0.191962 0.900159 0.0932126 0.0252374 0.0216813 0.0148078 0.0513274 0.0459859 0.0903316 0.0290168 0.0111127 0.0205661 0.024951 0.0335797 0.019435 0.0171172 0.775961 0.0240827 0.0201185 0.0222776 0.0155027 0.0142422 0.0456832 0.0403913 0.0402499 0.0258517 0.0198642 0.0268531 0.0145163 0.0126498 0.117614 0.0134264 0.0999066 0.0192641 0.0125928 0.0104765 0.0523553 0.0328227 0.0103976 0.0094277 0.0220134 0.00863491 0.00740865 0.00674967 0.00201853 0.00193301 4.20449e-05 threshold=58.65649999999733 18.196971502590682 57.195249999998858 54.578249999999578 54.156499999999149 50.703000000004984 52.155999999988133 8.6175000000002928 21.406497606624562 22.019325528255973 31.531500000000964 30.311999999987169 13.719000000000053 10.390499999997703 15.051298421286967 6.0100540866782692 11.106639175257856 1.0000000180025095e-35 -1.0000000180025095e-35 12.390499999999976 12.905999999988127 1.0000000180025095e-35 36.164500000009873 40.187500000003645 1.8116075734005059 14.500000000000002 14.578000000001341 9.6014999999997617 16.904094711047502 14.819645180318444 19.228316326530614 14.872451447055276 10.423769733943198 41.79300000000331 10.687500000000002 33.280999999988133 13.361718046189781 43.265499999997708 21.121598445595872 12.321111183205494 38.796499999998566 28.93749999998909 16.60147938144318 18.046391752577176 2.5000000000000004 9.3904999999977026 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 10 8 -7 -9 11 15 -13 -14 -12 29 -17 18 19 -18 -19 26 -23 -24 25 -25 28 -28 44 31 -31 35 -33 43 42 39 37 -37 -15 40 -1 -36 -20 -34 45 46 -16 right_child=1 -3 -4 -5 -6 7 -8 9 -10 -11 14 12 13 38 21 16 17 20 34 -21 -22 22 23 24 -26 -27 27 -29 -30 30 -32 32 33 -35 41 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=-1.182298743491585e-08 0.0022759900604723839 -0.00083732200388705717 -0.00069306466089249466 0.00032103961915268438 -0.00030857464516892771 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22 22 23 29 27 26 23 31 26 20 23 35 20 21 74 21 23 20 65 23 26 23 29 20 31 23 31 21 21 23 23 20 21 32 75 117 21 81 20 35 35 24 29 39 25 20 22 leaf_count=179212 22 22 23 29 27 26 23 31 26 20 23 35 20 21 74 21 23 20 65 23 26 23 29 20 31 23 31 21 21 23 23 20 21 32 75 117 21 81 20 35 35 24 29 39 25 20 22 internal_value=0 0.000719052 -1.60653e-07 -7.21778e-08 -1.23938e-07 -7.76219e-08 -2.95029e-09 -0.0001306 -0.000358531 0.00010131 -6.87098e-08 -1.90215e-07 -0.000159523 -0.000292563 6.01224e-05 -1.05048e-07 -8.14816e-05 6.73479e-05 2.3294e-05 -0.00018114 0.000295519 3.92948e-05 0.00013116 3.28448e-05 0.000168084 -4.69974e-05 -1.46726e-05 -0.000199912 4.46346e-05 3.34098e-08 0.000180557 -1.26907e-08 -0.000119198 3.22192e-05 7.21771e-05 6.1535e-08 7.53326e-05 2.03249e-05 -0.000113165 -3.0266e-08 -6.53266e-08 -1.32815e-05 0.000162459 -8.25161e-05 4.63394e-06 2.39509e-05 3.35364e-06 internal_weight=0 44 180629 180606 180577 180550 180447 103 52 51 180424 180061 96 61 363 179965 306 285 239 46 46 340 126 103 74 43 214 52 162 179659 46 179613 112 92 193 179501 219 198 41 179282 179247 99 94 60 141 116 96 internal_count=180673 44 180629 180606 180577 180550 180447 103 52 51 180424 180061 96 61 363 179965 306 285 239 46 46 340 126 103 74 43 214 52 162 179659 46 179613 112 92 193 179501 219 198 41 179282 179247 99 94 60 141 116 96 is_linear=0 shrinkage=0.01089 Tree=936 num_leaves=45 num_cat=0 split_feature=18 27 29 29 22 19 53 45 19 25 29 18 21 45 27 18 35 18 27 19 21 55 40 23 39 29 23 44 40 9 45 18 22 18 39 31 10 56 23 27 31 9 25 31 split_gain=0.10966 1.04886 0.160667 0.0445572 0.0192444 0.0356016 0.0917081 0.0169497 0.0463112 0.0167163 0.0282139 0.0431683 0.0375949 0.0318576 0.0356154 0.0523669 0.0361471 0.0330486 0.0286295 0.030546 0.0221832 0.756042 0.0282986 0.0355416 0.0266704 0.0200094 0.0494783 0.0181799 0.0276365 0.0162846 0.0151886 0.0121466 0.0132838 0.0250029 0.05746 0.048396 0.0244695 0.010791 0.00913797 0.0400341 0.0140789 0.00710399 0.00705497 0.00248328 threshold=58.65649999999733 4.7754897132163245 65.156500000000975 58.297500000011503 52.76599999999781 51.671999999999578 57.426999999999687 22.494257609918019 40.484249999999527 40.836000000000702 49.281500000011881 45.156499999999149 0.8842370298699912 15.455921676598585 2.1901534350460237 46.030999999988133 54.405999999988133 40.828499999999629 2.0170542175139397 40.484249999999527 5.6123065222685531 10.932020618556729 8.7574999999997107 46.141000000010543 8.3963454594408784 45.156499999999149 46.141000000010543 31.171999999998665 8.9925000000002928 -0.15123342103804657 10.573928962460775 42.655999999999047 38.586000000012071 37.781000000002685 12.077024429449432 35.992142857143342 0.24936651517469852 9.3205000000107265 37.655999999988133 2.9186839762473347 38.806928571428479 -0.87322439853274625 14.787124999999834 15.32592857142858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 5 7 -7 9 41 20 11 12 37 -12 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5.02758e-05 2.89746e-05 1.04342e-07 7.07838e-08 1.21318e-07 0.000197574 0.000446185 -0.000173923 0.000370406 3.7579e-08 -0.000122603 8.6937e-08 -1.7797e-05 1.95484e-05 4.9995e-05 internal_weight=0 44 180724 180703 180675 180649 49 180600 91 180509 322 142 115 180 141 113 51 62 75 55 180187 383 363 284 79 179804 66 262 229 40 197 179738 179713 179661 76 45 52 40 179585 72 179513 71 41 51 internal_count=180768 44 180724 180703 180675 180649 49 180600 91 180509 322 142 115 180 141 113 51 62 75 55 180187 383 363 284 79 179804 66 262 229 40 197 179738 179713 179661 76 45 52 40 179585 72 179513 71 41 51 is_linear=0 shrinkage=0.01089 Tree=937 num_leaves=31 num_cat=0 split_feature=24 27 41 29 21 29 39 29 24 23 21 55 2 24 64 23 55 58 10 62 28 32 37 37 37 28 52 21 21 2 split_gain=0.107285 1.02616 0.269866 0.0425376 0.112984 0.0175303 0.0221705 0.0646018 0.0279601 0.0181584 0.016078 0.74695 0.0210772 0.0200026 0.0162784 0.0144747 0.0228354 0.0144439 0.0142463 0.013513 0.0102103 0.0131959 0.0375734 0.0431728 0.0236968 0.0173668 0.0324098 0.00861975 0.0551115 0.0177578 threshold=58.65649999999733 4.7754897132163245 66.922000000002313 58.297500000011503 2.6954910498740441 57.479000000003005 21.345206968380396 52.320500000011641 54.156499999999149 53.765500000001346 5.6123065222685531 10.932020618556729 2.5000000000000004 48.83649999999944 8.9369999999989904 51.65649999999733 20.751932989690726 8.8130000000001036 0.24936651517469852 9.8644999999996816 47.546500000000385 33.676999999988773 19.53003846153857 20.817307692307697 26.18088461538467 30.882999999997995 8.8130000000128366 3.5189168965727551 3.3640605115116764 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 -2 3 5 -5 6 8 -8 9 10 15 -12 -13 14 17 20 -17 18 -14 -19 21 25 -23 -24 -25 27 -27 28 -1 -29 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 16 -18 19 -20 -21 -22 22 23 24 -26 26 -28 29 -30 -31 leaf_value=-9.9640383729145579e-09 -0.0010503016241155722 0.0022773341685341903 -0.0012338881549392227 0.00088771534234180288 -0.00022777989459153158 -0.00027737615667799379 -9.1804786526929175e-05 0.00064532272816982743 -0.00032695829942578248 0.00032005492310747513 -0.0021197777507368973 0.00037195626769629628 0.00011179956570312576 -0.00030083754690488757 0.0002567823215834497 -3.3075304981864122e-05 0.00046886131587611503 -1.5750766596712294e-05 -8.0657140950997114e-05 -0.00030882722360608218 -0.00023990944103554135 0.00041420923584501953 -0.00042100645521948632 0.00017327364315010679 8.1981064179026002e-06 -0.00046268263894355341 6.5223328714558335e-05 -0.00013375493312756147 -0.00043835407357902396 0.00010389897719124685 leaf_weight=179100 23 21 21 22 21 27 34 24 31 21 20 21 164 22 36 23 20 61 63 27 21 32 24 139 401 27 28 45 34 215 leaf_count=179100 23 21 21 22 21 27 34 24 31 21 20 21 164 22 36 23 20 61 63 27 21 32 24 139 401 27 28 45 34 215 internal_value=0 0.000537591 -8.19635e-08 6.14122e-08 0.000342451 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0.0195218 0.0212186 0.0180398 0.0265852 0.0137077 0.039446 0.0632075 0.0438322 0.0424215 0.0303761 0.0198973 0.0276413 0.0202936 0.00866792 0.00806524 0.00720446 0.00704551 0.00655071 0.071451 0.0182466 0.0129614 0.0106885 0.00600444 0.00253361 0.00311664 threshold=61.289000000002495 19.476159793814436 66.922000000002313 49.187499999998188 25.378615384615284 28.289076923077051 23.71364285714262 54.156499999999149 16.03272785405181 14.500000000000002 38.281500000000968 6.2204183540893956 5.7448890437333135 3.3982565732491232 8.8285000000005329 17.438628865979371 48.859499999998668 45.901785714287278 8.9369999999989904 42.655999999999047 44.687499999989093 8.9369999999989904 8.8285000000005329 13.122889065634661 2.3857782797104057 31.531500000000964 41.968500000002685 22.643036082474097 9.2419999999999636 8.8130000000001036 24.890499999999978 12.607159996583233 -0.20156101276782848 3.4033049378599292 3.3149165902116109 -0.95394862377089173 -0.6830127018922193 16.719000000000054 3.5000000000000004 8.9925000000002928 9.1976914562838115 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 7 -5 -6 -7 10 -8 -10 11 12 16 -13 15 38 17 20 19 29 26 22 24 -24 -22 -25 33 28 -28 32 -31 -30 -16 34 37 -35 -37 -1 -15 40 -34 right_child=1 -3 -4 4 5 6 8 -9 9 -11 -12 13 -14 14 18 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 31 30 -32 -33 39 35 -36 36 -38 -39 -40 -41 -42 leaf_value=3.2894371355857188e-08 0.0025962103417420347 -0.00030282498120839035 -0.00062219664484835428 0.0007606046119740873 -0.00087781931535534292 0.00074954353669169258 -0.00045211624560775865 -0.0004826418677740641 0.00038086474057985999 -0.00013829937847135667 0.00041425279067202394 0.00040371695966526672 -0.0011367050225156955 0.00014605994734411462 0.00019445028151869769 0.00058301267854367724 -0.00033183515140669209 0.00029448405421908367 0.00023531450278795206 -0.00037280933597087903 -9.9506493010502833e-06 -0.00053180265253227024 0.00053084914668149216 -0.00032972038005314323 -0.00070333562775252859 0.00026280017714379225 3.8585537583295341e-05 -0.00012897781388989096 0.00027763823903983889 1.712610796971574e-05 -0.00021890606784340965 0.00057091433717378797 0.00014389660977949344 -0.00022393467082720456 -0.00054995623965875908 0.00033913871023036129 5.2496115810380844e-05 -0.0001736681655199015 -0.00010021727006652911 -7.2993484521342682e-05 -5.8885093315463148e-06 leaf_weight=179478 20 21 20 26 20 26 25 39 34 35 27 20 35 25 35 24 21 29 35 24 21 22 26 21 21 20 26 28 20 38 31 21 26 27 28 20 297 42 22 28 44 leaf_count=179478 20 21 20 26 20 26 25 39 34 35 27 20 35 25 35 24 21 29 35 24 21 22 26 21 21 20 26 28 20 38 31 21 26 27 28 20 297 42 22 28 44 internal_value=0 0.00111127 -8.26187e-08 -1.35696e-08 0.0001114 -9.0658e-06 0.000135625 -1.16131e-07 -3.40182e-05 0.000117158 -1.17105e-08 -7.38612e-08 -2.12662e-07 7.09012e-05 5.07441e-05 0.000217574 8.0963e-09 4.69725e-08 5.2412e-06 -3.02859e-05 -3.14434e-10 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0.00982025 0.0198259 0.00690458 0.00466024 0.00933595 0.00280219 0.0742488 0.00148396 0.00145107 threshold=61.289000000002495 4.1124388697492877 66.922000000002313 50.780999999988133 54.155999999997228 44.125000000000007 54.156499999999149 55.491999999987463 52.299071428571814 50.155999999988133 50.218499999999047 0.97227182413214608 10.703500000011902 1.3703729419383153 8.6300000000001109 4.9670715844600091 4.2821591194596396 8.8130000000128366 48.859499999998668 40.562500000000007 10.937999999997375 1.0171731047447101 10.187999999997375 0.077781745932218052 7.5309999999881265 -0.15065085054871696 10.63300000000004 decision_type=2 2 2 2 2 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 3 4 5 6 8 11 9 10 12 -7 13 21 20 18 -17 -18 19 -16 -14 23 -23 26 -25 -22 -1 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 -11 -12 -13 14 -15 15 16 17 -19 -20 -21 25 22 -24 24 -26 -27 -28 leaf_value=-3.8897693171151272e-07 -0.00054793279958176495 0.0028287767619296716 -0.0006154281135883965 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9.1871e-06 1.09368e-05 0.000179434 -1.96416e-07 0.000103865 -2.26718e-07 1.06018e-05 9.74822e-05 -4.01109e-07 internal_weight=0 41 180807 180787 180763 180732 180659 73 180638 180612 180585 48 180557 176198 4359 4298 461 425 3837 3799 61 176178 51 176127 2789 41 173338 internal_count=180848 41 180807 180787 180763 180732 180659 73 180638 180612 180585 48 180557 176198 4359 4298 461 425 3837 3799 61 176178 51 176127 2789 41 173338 is_linear=0 shrinkage=0.01089 Tree=940 num_leaves=43 num_cat=0 split_feature=18 38 41 28 29 21 49 26 18 52 18 39 35 50 44 31 25 21 21 21 56 21 46 26 55 59 2 21 28 46 38 26 52 18 52 56 28 21 44 46 2 38 split_gain=0.136468 0.750822 0.248296 0.0296191 0.0176748 0.515284 0.0177978 0.0169384 0.025378 0.0901572 0.013973 0.0123528 0.0144917 0.0148887 0.0329605 0.00803503 0.00789391 0.0063369 0.0486696 0.017487 0.0338577 0.00985609 0.00996218 0.00425309 0.0105832 0.0119471 0.00584374 0.00462776 0.107027 0.00798491 0.00616415 0.00573076 0.000755642 0.00134605 0.00129004 0.00122807 0.00122772 0.000691153 0.00582372 0.00119959 0.000318512 9.5343e-05 threshold=58.65649999999733 12.507499999999711 66.922000000002313 52.624499999976258 19.052000000001502 4.6407418049338149 9.7323061224489766 54.124749999988133 53.085999999999338 8.7655000000031595 52.155999999988133 21.345206968380396 58.297500000011503 44.875000000000007 38.281500000000968 11.520071428571425 49.187499999998188 3.4033049378599292 3.1823340687262709 2.8839350070722829 9.4535000000123564 3.9180786745477048 8.8120000000035379 15.785250000005819 10.213268041237134 36.905999999988133 15.500000000000002 0.043840620421917949 7.5309999999881265 4.2889999999988513 7.7425000000002919 7.879000000000361 9.5309999999881274 10.687999999996466 9.1869999999880765 10.63300000000004 10.062500000000002 0.011313708498837812 8.4535000000119016 7.5309999999881265 10.500000000000002 10.109500000002301 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 5 17 -6 8 10 -10 11 12 13 14 15 -8 -17 18 19 23 -21 22 -19 27 -25 26 -26 32 -29 -30 -31 -32 34 35 37 40 41 39 -39 -1 -34 -36 right_child=1 -3 -4 -5 6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 21 -20 20 -22 -23 -24 24 25 -27 -28 28 29 30 31 -33 33 -35 36 -37 -38 38 -40 -41 -42 -43 leaf_value=-5.0852170678822784e-07 -0.0006810632545873269 0.0021103877075549309 -0.0011562948634908905 0.00036751529060184847 0.00026197428156646122 -0.0015630017114923172 0.00023068505110202976 -0.0002282916295693805 -9.3885088249953203e-05 0.00079989291308397688 -0.0002639105403300896 0.00025228200504554476 -0.00022391399525510506 -0.00027056627869891434 0.00042896827403198087 1.9393201707737663e-05 0.00020337473598510392 0.0003387067079757461 -0.00038974070654920246 -1.6042743617445757e-05 0.00052533802547164116 -0.00010702435372592744 5.2761958595299423e-05 -0.00028101296894858253 0.00016807954228845499 -0.00019935538897748731 -3.785469301371409e-05 0.00076669325147101322 0.00020875194406492272 -0.0001851988005116124 0.00015886005319934942 5.4608423920738078e-06 -6.4455247246805883e-06 -9.4683722969628894e-05 2.2844566302180131e-05 6.6423137504296954e-05 0.00010357044273865926 -0.00018060983341608111 -5.3983957332504705e-06 7.3307512191756479e-06 -6.8794030177766081e-05 -2.8787280988746565e-06 leaf_weight=167326 25 21 22 26 38 25 22 31 34 22 20 28 28 20 24 2358 28 24 38 36 22 21 37 22 33 29 32 22 23 20 29 6698 21 28 72 20 25 23 1022 2347 20 20 leaf_count=167326 25 21 22 26 38 25 22 31 34 22 20 28 28 20 24 2358 28 24 38 36 22 21 37 22 33 29 32 22 23 20 29 6698 21 28 72 20 25 23 1022 2347 20 20 internal_value=0 0.000593079 -8.14994e-09 1.32598e-07 7.95374e-08 -3.36083e-07 2.79808e-05 2.45678e-05 2.76139e-05 0.000256918 2.25213e-05 2.48187e-05 2.22373e-05 2.50614e-05 2.75062e-05 2.34897e-05 2.15656e-05 -1.16278e-07 -1.60548e-07 -7.71255e-08 0.000188948 9.55811e-05 0.000165797 -1.38955e-07 -6.6052e-05 -1.53954e-05 6.62914e-05 -9.57676e-08 8.71962e-06 6.25e-06 5.55493e-06 6.12676e-06 -4.46227e-07 -3.21699e-05 -4.29534e-07 -2.99832e-06 3.57125e-05 -4.54471e-07 -9.28481e-06 -3.99921e-07 -3.75543e-05 1.69523e-05 internal_weight=0 46 180736 180714 180688 178035 2653 2615 2584 56 2528 2508 2480 2452 2432 2408 2386 178010 177928 177890 58 82 61 177832 116 94 65 177716 6792 6770 6747 6727 170924 89 170835 61 117 170718 1045 169673 41 92 internal_count=180782 46 180736 180714 180688 178035 2653 2615 2584 56 2528 2508 2480 2452 2432 2408 2386 178010 177928 177890 58 82 61 177832 116 94 65 177716 6792 6770 6747 6727 170924 89 170835 61 117 170718 1045 169673 41 92 is_linear=0 shrinkage=0.01089 Tree=941 num_leaves=46 num_cat=0 split_feature=41 19 28 36 57 36 2 36 19 21 58 41 21 21 22 63 9 22 22 27 37 26 39 28 39 29 63 1 21 36 63 21 36 43 21 22 46 26 49 36 22 22 52 0 52 split_gain=0.135098 0.121576 0.0982668 0.0306134 0.328723 0.0488436 0.117641 0.0178525 0.0172471 1.17915 0.0192666 0.0257184 0.0117983 0.0219059 0.0188917 0.0194912 0.0216881 0.0207507 0.0198929 0.0174661 0.0166185 0.0162769 0.0280617 0.022946 0.0200391 0.0136924 0.0133674 0.00913764 0.00680583 0.0881173 0.00652623 0.00421273 0.00416876 0.00361863 0.00223308 0.023913 0.0124385 0.00223535 0.00190128 0.00129377 0.000372338 0.00214125 0.000579885 0.00101493 0.000470683 threshold=66.922000000002313 60.406250000000007 52.624499999976258 55.805000000011212 17.339858398555979 53.085999999999338 18.500000000000004 52.155999999988133 11.128750000000084 3.1377863415153051 5.9369999999908041 27.851499999998854 3.9771220907669442 3.8445395693124733 43.359499999998668 12.35536365055175 0.95291462550664241 36.187500000014559 24.828500000001444 4.5818368951091193 10.540269230769251 52.429749999999338 20.562893249787304 45.515499999999527 17.516716881500578 45.156499999999149 18.910982669883527 3.5000000000000004 0.8403964094487163 8.2575000000006202 3.697798760169317 2.7403923304846787 8.5629999999973752 8.9184200000000065 0.043840620433574312 7.6324999999997098 4.2889999999988513 7.879000000000361 18.454081632653065 8.2575000000006202 10.890499999999522 10.686999999987167 9.5309999999881274 15.500000000000002 9.1870000000003547 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 8 9 28 11 30 13 21 15 18 17 26 20 -20 -14 22 23 24 -12 -21 -17 -22 34 -30 -10 32 -31 -34 40 -36 -37 -38 -35 -39 41 42 44 -44 -1 right_child=-2 -3 -4 4 -6 6 -8 -9 10 -11 12 -13 14 -15 -16 16 -18 -19 19 25 27 -23 -24 -25 -26 -27 -28 -29 29 31 -32 -33 33 38 35 36 37 39 -40 -41 -42 -43 43 -45 -46 leaf_value=-4.5518691112089045e-07 0.00077010003199994698 -0.00071723078883761514 0.00069661036773518775 -0.0012571245871785973 0.00066839537192973117 -0.00020888362907572875 0.00097088480486445686 -0.00031002019481896813 0.00016224005741696207 -0.002579467796471298 1.2197011885912055e-05 0.0004650097063455361 0.00028695342847831452 -0.00025993139696941277 0.00037603207538025975 -5.5524925504831436e-05 0.00025940270803385832 -0.00037787234930204033 0 0.00051302172764020309 6.5919410324367139e-05 -0.0002955107787955012 0.0003791923025284954 -0.00026022695780368073 0.00021159549849023235 0.00014733124283407086 0.00017878468615735048 -9.9476588388239655e-05 0.00074838362427166272 -0.00012832616893567947 -0.000100144265854629 -0.00013733226555488935 0.00013848319352642219 9.2507717323015979e-06 0.00032408183831657121 0.00025766020531405379 0.00010665666850192991 -1.1063772729403208e-05 0.00011622312455258949 5.4987493997080134e-06 -3.4529639763721845e-05 8.8601209600899734e-05 -5.8853790522408236e-05 2.7897806239540811e-05 2.3170115813621351e-05 leaf_weight=170829 27 28 24 21 21 20 20 22 24 21 2972 27 34 35 22 190 30 21 21 32 176 20 25 36 61 20 34 51 20 22 21 22 31 335 28 23 25 638 21 4489 38 32 50 23 100 leaf_count=170829 27 28 24 21 21 20 20 22 24 21 2972 27 34 35 22 190 30 21 21 32 176 20 25 36 61 20 34 51 20 22 21 22 31 335 28 23 25 638 21 4489 38 32 50 23 100 internal_value=0 2.58667e-08 1.37229e-07 4.44917e-08 -0.000293854 1.13005e-07 0.000380511 2.85648e-08 6.65237e-08 -4.3014e-07 2.28627e-05 0.000199346 1.94927e-05 1.08696e-05 6.24807e-05 5.10956e-05 -1.67133e-05 -5.06559e-05 0.000107007 0.000266012 6.24099e-05 1.39239e-05 1.59351e-05 1.29644e-05 1.62179e-05 0.000373021 -1.98229e-05 2.86322e-05 -1.23211e-07 4.21253e-05 3.91895e-05 9.2528e-06 1.7212e-05 2.55636e-05 -2.31466e-07 6.79643e-06 5.07304e-06 3.93899e-06 1.56453e-05 3.43228e-06 -4.45376e-07 -4.37637e-07 -4.54472e-07 -3.11417e-05 -4.412e-07 internal_weight=0 180755 180727 180703 42 180661 40 180621 180599 176747 3852 72 3780 3149 631 609 275 245 334 73 261 3114 3094 3069 3033 52 224 227 176726 451 45 431 409 387 176275 5203 5175 5152 356 5127 171072 171034 171002 73 170929 internal_count=180782 180755 180727 180703 42 180661 40 180621 180599 176747 3852 72 3780 3149 631 609 275 245 334 73 261 3114 3094 3069 3033 52 224 227 176726 451 45 431 409 387 176275 5203 5175 5152 356 5127 171072 171034 171002 73 170929 is_linear=0 shrinkage=0.01089 Tree=942 num_leaves=20 num_cat=0 split_feature=23 41 32 18 29 29 34 28 18 44 23 21 52 28 41 23 21 34 18 split_gain=0.154342 0.140423 0.137324 0.0795565 0.0536012 0.0178615 0.0161648 0.0676339 0.0296768 0.0355379 0.011226 1.01287 0.014649 0.010039 0.017783 0.0152365 0.00399541 0.11852 0.00105227 threshold=65.257999999998006 66.922000000002313 58.225999999987842 58.65649999999733 58.297500000011503 57.479000000003005 47.679499999999287 49.148500000000247 54.156499999999149 44.875000000000007 10.703500000011902 1.3703729419383153 5.2884999999896545 9.1869999999989904 49.797499999996951 52.320500000011641 0.077781745932218052 7.5309999999881265 10.63300000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 8 9 10 11 16 -12 14 -14 -15 18 -18 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 12 -13 13 15 -16 -17 17 -19 -20 leaf_value=-3.813855119411171e-07 0.00095613205040850349 -0.00089007004030561678 0.00080674563196415851 -0.00065458741426465327 0.00056344216855992995 -0.00028002094188562735 -0.00022754770953868384 0.00063293862390183947 -0.00036090927758710833 0.00045879412815037405 0.00026994361173900789 -0.0023907523322834853 4.1547635504929924e-05 1.0332814882894803e-05 0.00032629333090693213 -0.00021169410061062092 0.00073040991104257591 5.7281657347832997e-06 -7.246909693822203e-05 leaf_weight=173255 20 21 25 22 20 27 37 20 27 20 27 21 722 3611 27 37 27 2828 24 leaf_count=173255 20 21 25 22 20 27 37 20 27 20 27 21 722 3611 27 37 27 2828 24 internal_value=0 -6.66069e-08 3.67318e-08 -7.47864e-08 4.81008e-09 -5.7461e-08 -1.54391e-08 3.10376e-08 -3.89628e-08 1.48773e-08 -3.58353e-08 -4.66284e-07 1.70975e-05 1.55373e-05 5.18581e-05 8.07209e-06 -1.80852e-07 1.25966e-05 -3.91539e-07 internal_weight=0 180798 180777 180752 180730 180710 180683 180646 180626 180599 180579 176155 4424 4397 749 3648 176134 2855 173279 internal_count=180818 180798 180777 180752 180730 180710 180683 180646 180626 180599 180579 176155 4424 4397 749 3648 176134 2855 173279 is_linear=0 shrinkage=0.01089 Tree=943 num_leaves=22 num_cat=0 split_feature=23 22 18 19 35 22 39 35 22 18 23 18 21 18 59 28 8 10 28 57 22 split_gain=0.151002 0.0425701 0.0418704 0.0330919 0.0327877 0.0217175 0.0653192 0.051534 0.031521 0.0131414 0.0317255 0.0118871 0.0550384 0.0325462 0.0643061 0.0141553 0.0379699 0.0227785 0.0195962 0.0316921 0.013589 threshold=65.257999999998006 57.906500000011881 57.405999999997228 54.578249999999578 65.062500000000014 50.155999999988133 21.345206968380396 55.313000000012842 48.828500000001448 52.155999999988133 51.031500000000968 48.061999999987172 3.3640605115116764 46.030999999988133 50.53149999999733 41.650499999985193 -0.75000000000000011 -0.15065085054871696 39.437500000000007 13.093810029364093 38.586000000012071 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -7 9 10 11 13 -13 15 -15 18 -17 -18 20 -20 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 17 -19 19 -21 -22 leaf_value=-1.5097748001205367e-08 0.00094573080338143417 0.00047870989141857021 -0.00041373177253211063 0.00035559110465740513 -0.00034855723284814896 -0.00012891158409991072 0.00028501027727145247 -0.00083473624995283034 0.00032213073048006658 -0.00027902748362935363 0.0003957225183085302 -0.00056642054082681008 0.00013124706151046981 -0.00013043554574563004 0.00071083112440513863 0.00022774388050521968 -0.00059073206225500276 -8.7552447878341231e-05 0.0005370472286897835 -2.5926360646118193e-05 -0.00011999429276642997 leaf_weight=180207 20 22 29 31 32 32 24 20 36 20 24 23 32 21 22 20 22 21 21 27 112 leaf_count=180207 20 22 29 31 32 32 24 20 36 20 24 23 32 21 22 20 22 21 21 27 112 internal_value=0 -6.58798e-08 -1.24355e-07 -5.77919e-08 -1.18995e-07 -5.70906e-08 -0.000184081 -0.000401145 2.02151e-08 -4.38875e-08 -1.27979e-08 -6.56082e-08 -0.000160108 -1.66624e-08 0.000299475 -8.82257e-08 -0.000163269 -0.000345801 -3.10561e-08 0.000219926 -8.97871e-08 internal_weight=0 180798 180776 180747 180716 180684 76 52 180608 180572 180552 180528 55 180473 43 180430 63 43 180367 48 180319 internal_count=180818 180798 180776 180747 180716 180684 76 52 180608 180572 180552 180528 55 180473 43 180430 63 43 180367 48 180319 is_linear=0 shrinkage=0.01089 Tree=944 num_leaves=19 num_cat=0 split_feature=22 31 22 18 56 18 31 50 44 31 25 56 22 56 19 56 28 25 split_gain=0.0941851 0.110686 0.0568344 0.100394 0.215471 0.0218055 0.0133247 0.0130292 0.0260304 0.0176949 0.0253634 0.0454817 0.0412468 0.0144511 0.0136871 0.0425886 0.0205636 0.0186176 threshold=57.906500000011881 55.745571428573136 54.155999999997228 53.085999999999338 10.188000000009199 52.155999999988133 52.299071428571814 44.437500000000007 38.281500000000968 47.627142857143305 47.412250000003048 9.436999999987167 46.030999999988133 9.7340000000003801 45.277250000001011 9.1879999999973752 41.650499999985193 40.836000000000702 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 8 9 10 12 -12 14 -11 16 -16 17 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 13 11 -13 -14 -15 15 -17 -18 -19 leaf_value=-1.7094542216859079e-07 0.00053488408556710278 -0.00064039272538471165 -0.00049048359699613937 -7.8692871158391869e-05 0.0013311878852185289 -0.00035951165486119172 0.00023735089005343945 -0.00022698843640024335 0.00035112207577873327 -0.00041455246177471395 0.00064393159460353724 -6.4917768769067179e-05 -0.00037385021945712782 -3.4115536957034264e-05 -0.00015292211560503601 0.0005566566030905985 -0.00028998680554111921 0.00013902719768919976 leaf_weight=180194 39 32 28 33 21 20 28 30 25 22 20 23 35 26 20 20 29 114 leaf_count=180194 39 32 28 33 21 20 28 30 25 22 20 23 35 26 20 20 29 114 internal_value=0 -1.91319e-07 -7.77106e-08 -1.49312e-09 0.000469389 -1.42046e-07 -1.0205e-07 -1.39054e-07 -1.01177e-07 -1.50017e-07 -9.42416e-08 0.000264291 -1.57441e-07 -0.000209165 -8.47326e-08 0.000201282 -1.29574e-07 -8.27673e-08 internal_weight=0 180720 180688 180660 54 180606 180586 180558 180528 180503 180455 43 180412 48 180377 40 180337 180308 internal_count=180759 180720 180688 180660 54 180606 180586 180558 180528 180503 180455 43 180412 48 180377 40 180337 180308 is_linear=0 shrinkage=0.01089 Tree=945 num_leaves=18 num_cat=0 split_feature=22 31 22 18 56 18 62 31 22 19 22 53 18 19 25 40 18 split_gain=0.0921461 0.10829 0.0556042 0.0982194 0.21081 0.0213336 0.0159669 0.0130401 0.00949978 0.0111126 0.0264355 0.0192624 0.0133205 0.051742 0.0138154 0.00721485 0.00640542 threshold=57.906500000011881 55.745571428573136 54.155999999997228 53.085999999999338 10.188000000009199 52.155999999988133 11.492249999997325 52.299071428571814 50.155999999988133 48.812750000011881 46.030999999988133 56.390499999997708 46.030999999988133 44.343750000000007 47.412250000003048 27.062500000000004 7.6324999999997098 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 8 9 10 12 -11 14 -14 15 16 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 leaf_value=-7.4754091194409382e-07 0.00052906233506383894 -0.00063342347904031548 -0.00048514624244752125 -7.7836451904041224e-05 0.0013167058660728777 -0.00035560073503456113 0.00030741518066387092 0.0002347681025283354 -0.00017951209370265761 0.00035243132509270471 -0.00032882910915613638 -7.1938751022235207e-05 -0.00018646314354956559 0.00044504802753903515 -0.00024197112595332834 0.00016330187849727804 7.1961737861472857e-06 leaf_weight=167330 39 32 28 33 21 20 20 28 35 28 29 23 28 34 28 32 12971 leaf_count=167330 39 32 28 33 21 20 20 28 35 28 29 23 28 34 28 32 12971 internal_value=0 -1.89244e-07 -7.68701e-08 -1.48025e-09 0.000464277 -1.40504e-07 -1.00942e-07 -1.35193e-07 -1.71805e-07 -1.36856e-07 -1.82444e-07 0.000160556 -1.29427e-07 0.000159437 -1.84451e-07 -1.46727e-07 -1.75909e-07 internal_weight=0 180720 180688 180660 54 180606 180586 180566 180538 180503 180452 51 180423 62 180361 180333 180301 internal_count=180759 180720 180688 180660 54 180606 180586 180566 180538 180503 180452 51 180423 62 180361 180333 180301 is_linear=0 shrinkage=0.01089 Tree=946 num_leaves=42 num_cat=0 split_feature=41 18 22 28 28 21 27 21 64 34 46 34 18 39 64 63 63 39 22 47 63 37 21 10 21 63 37 34 28 45 28 65 22 21 44 18 49 40 64 19 41 split_gain=0.269017 0.449802 0.0541994 0.0253348 0.0384699 0.0272829 0.0767788 0.0414199 0.122762 0.0240905 0.0292574 0.0270853 0.0318522 0.030106 0.0230177 0.0183307 0.0226336 0.0255755 0.0274746 0.0237856 0.0159496 0.0265384 0.0135674 0.0188901 0.0112581 0.0726506 0.0270457 0.0233008 0.0112447 0.0515706 0.0338932 0.0111123 0.0121107 0.0279655 0.0106936 0.0238508 0.0202522 0.00915322 0.0101302 0.00884868 0.00686498 threshold=66.922000000002313 58.65649999999733 56.64099999999781 51.437500000000007 50.031500000011881 3.5189168965727551 20.633713879283018 3.2707224163745896 8.0155000000004311 44.312500000000007 8.8985000000011514 38.406000000002685 53.085999999999338 17.516716881500578 5.2884999999896545 12.35536365055175 12.847424355456535 16.386733665670892 35.461000000001157 41.59399999999733 11.283797699357692 20.817307692307697 3.4033049378599292 1.0000000180025095e-35 2.4635600256361925 2.0989379779984119 31.692269230768247 8.7650000000033987 41.650499999985193 16.532261288778759 38.772999999999236 25.780999999988129 24.828500000001444 5.1258170568031334 31.718499999988129 35.827499999988511 29.047193877550765 8.6175000000002928 7.6714999999885558 46.359500000005944 44.632999999997999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 14 9 -9 11 -11 12 24 -13 -7 20 19 18 34 -17 31 -22 23 -10 28 -26 27 -27 30 -30 39 -16 37 40 35 -18 -36 -33 -39 -1 -34 right_child=-2 -3 -4 -5 -6 6 -8 8 22 10 -12 13 -14 -15 15 16 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 -32 32 33 -35 36 -37 -38 38 -40 -41 -42 leaf_value=-1.1725308318879455e-07 0.0011773051586733438 -0.00118432655500926 0.0005532020076741876 -0.0003272153339543961 0.00035126686047064594 0.00041066835092825639 0.0007131399417804814 -0.00098515595595156588 6.5518336796742627e-05 2.5519238858416218e-05 -0.00054795729394599164 2.9691631473615647e-05 -0.00043432804672948041 0.00055386698960522261 0.00027311120483749796 1.8004988412046575e-05 1.6000939727807064e-05 -0.00028506351662173037 0.00038148647842776344 -0.00049407575935041855 0.00046555946784744399 2.1157395515031619e-05 0.00015962724607898723 -0.00038075866712061594 0.00069727677986496138 -0.00015884004656980177 -0.00034622203904476496 8.4834697343698189e-05 -0.00047331773277929905 0.00018736168978370106 0.00032944655789398795 0.00021719329531153233 0.00010686379929615492 0.00036887020428226768 0.00034397082965114583 -0.00034558941121080774 -3.9717582368966811e-05 -0.00019651724047098959 1.0361302090328026e-05 0.00021339828456164671 -0.00017140401512910015 leaf_weight=178952 23 38 21 28 37 20 21 20 24 21 21 32 20 22 26 20 159 31 26 23 32 32 29 21 20 55 22 300 29 27 37 21 20 38 29 25 37 33 186 23 22 leaf_count=178952 23 38 21 28 37 20 21 20 24 21 21 32 20 22 26 20 159 31 26 23 32 32 29 21 20 55 22 300 29 27 37 21 20 38 29 25 37 33 186 23 22 internal_value=0 2.15076e-08 2.71051e-07 2.06517e-07 2.57497e-07 1.8534e-07 6.35994e-05 -9.7216e-08 -0.000228607 2.22683e-08 -0.000260692 8.34428e-08 9.90767e-09 0.000243891 4.60573e-05 3.64147e-05 -2.14068e-05 1.12875e-05 4.4693e-05 -0.000255364 8.58406e-05 0.000243872 -2.35368e-05 -0.000142211 5.85169e-08 5.79844e-05 2.39589e-05 4.6997e-05 -6.9759e-08 -0.000154331 -2.13287e-08 5.65163e-05 3.88145e-05 0.000154833 9.52636e-06 -3.30119e-05 0.00012851 1.6044e-08 -2.07018e-05 -8.96343e-08 -3.82496e-05 internal_weight=0 180600 180562 180541 180513 180476 801 179675 94 179581 42 179539 179485 54 780 760 350 307 276 43 410 64 74 45 179465 397 377 355 179068 56 179012 346 320 80 250 184 66 240 219 178975 42 internal_count=180623 180600 180562 180541 180513 180476 801 179675 94 179581 42 179539 179485 54 780 760 350 307 276 43 410 64 74 45 179465 397 377 355 179068 56 179012 346 320 80 250 184 66 240 219 178975 42 is_linear=0 shrinkage=0.01089 Tree=947 num_leaves=25 num_cat=0 split_feature=41 18 29 56 29 39 29 28 40 44 28 3 28 19 26 18 55 33 18 56 46 33 23 38 split_gain=0.263195 0.440064 0.0372188 0.0386929 0.0193709 0.0266464 0.0665963 0.0317412 0.0608738 0.0511096 0.0158304 0.0592056 0.0222141 0.0199859 0.0144326 0.0432245 0.0271526 0.023858 0.0148851 0.0861923 0.0819228 0.0121541 0.127199 0.00129163 threshold=66.922000000002313 58.65649999999733 58.297500000011503 8.9684999999990413 57.479000000003005 21.345206968380396 52.757499999999716 47.546500000000385 8.9925000000002928 45.406000000002685 43.835500000002874 2.5000000000000004 42.655999999999047 50.312249999988133 43.859499999998668 45.156499999999149 22.192036082474218 9.8937999241673964 45.156499999999149 9.0630000000001036 8.9925000000002928 0.3695317811855568 7.8829999999998117 11.10900000000038 decision_type=2 2 2 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 -4 5 7 -7 9 -9 10 12 -12 13 14 18 16 17 -16 21 -20 -21 23 -23 -1 right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 leaf_value=-3.7949893862479341e-07 0.0011644961737444924 -0.0011714364346462674 0.00067074234343968218 7.8040946242109649e-06 -0.00029135959630325811 -8.1113918976440241e-05 0.00067194792606753732 -0.00059325478141148812 0.00012575359812712927 0.00055042868353731502 -0.00010616439382311494 0.00062236279610015195 -0.00034573023405475549 -0.00027187183861114144 0.0003019072192218725 0.00051279230644138917 -0.00032374894583429181 -0.0001616367476946396 -0.00076253549109361722 0.00047366895885734 -0.00041376390287893767 0.00061896978626587861 1.0742826162683842e-05 5.191566363616621e-05 leaf_weight=173095 23 38 20 22 27 33 24 30 26 20 33 22 22 32 35 26 22 21 20 28 22 41 6885 56 leaf_count=173095 23 38 20 22 27 33 24 30 26 20 33 22 22 32 35 26 22 21 20 28 22 41 6885 56 internal_value=0 2.12871e-08 2.68116e-07 0.000324327 1.92529e-07 2.3633e-07 0.000235611 1.61793e-07 -0.000259014 2.4244e-07 1.81212e-07 0.000184871 1.24699e-07 1.67098e-07 2.15579e-07 0.000128453 0 0.000127589 1.41378e-07 -0.000158605 8.26351e-05 2.03258e-07 1.43492e-05 -3.6242e-07 internal_weight=0 180600 180562 42 180520 180493 57 180436 56 180380 180360 55 180305 180283 180251 104 78 56 180147 70 50 180077 6926 173151 internal_count=180623 180600 180562 42 180520 180493 57 180436 56 180380 180360 55 180305 180283 180251 104 78 56 180147 70 50 180077 6926 173151 is_linear=0 shrinkage=0.01089 Tree=948 num_leaves=30 num_cat=0 split_feature=18 62 29 19 35 35 18 27 53 62 18 44 45 29 44 40 45 57 27 25 46 57 18 27 27 56 33 19 1 split_gain=0.115574 0.794921 0.0758025 0.0590732 0.0288118 0.0308999 0.0339796 0.0261372 0.0258274 0.0155154 0.0147603 0.0112941 0.0212737 0.0179887 0.0147039 0.0206974 0.0134068 0.016588 0.00974595 0.00807582 0.00776405 1.26484 0.0966175 0.0101069 0.00748339 0.0139695 0.00737559 0.0036501 2.86857e-05 threshold=58.65649999999733 9.0940000000005075 60.297000000000487 54.578249999999578 58.297500000011503 56.757999999999818 54.156499999999149 20.633713879283018 65.827999999997715 11.492249999997325 49.406000000002685 31.718499999988129 15.051298421286967 52.320500000011641 30.311999999987169 8.953500000000675 16.341572675974231 14.694365101287854 16.766954719536304 46.089875000002401 4.2889999999988513 1.7819538683605003 7.6324999999997098 2.0530466195608441 0.88226954985067552 14.525000000000002 11.948062472612884 51.109500000005944 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 left_child=2 -2 3 4 5 6 7 9 -6 11 -7 14 -13 16 18 -16 26 -18 20 -19 21 28 -22 -24 -17 -26 -14 -15 -1 right_child=1 -3 -4 -5 8 10 -8 -9 -10 -11 -12 12 13 27 15 24 17 19 -20 -21 22 -23 23 -25 25 -27 -28 -29 -30 leaf_value=-4.7298272651256042e-07 0.0019448244845484582 -0.0010218639636835878 -0.00053827455350977083 0.00047526824723283299 -0.00054240640825105888 6.8320299259326382e-05 -0.00044860275768609034 0.00037520910159737037 -4.2810945774690468e-07 0.0003031464677850484 0.00047071742615961947 0.00040564075862056304 -0.00032206525375371326 0.00015168965245035236 -0.00033931169799349001 0.00011825733057257709 0.00026800531946480311 2.7358801319466837e-05 0.00017904042966161425 -0.00019637435856343288 0.00061514067947981217 -0.0026104570388127192 2.0722770172319714e-06 2.7505432759452668e-05 4.3602875680541121e-05 -0.00031214196137955674 -2.4741809671946021e-05 0.00036077950447823488 -1.5620766012363261e-07 leaf_weight=119222 23 20 31 31 22 20 20 22 20 20 24 20 20 21 36 28 33 212 36 21 31 22 10348 2258 32 22 20 20 47785 leaf_count=119222 23 20 31 31 22 20 20 22 20 20 24 20 20 21 36 28 33 212 36 21 31 22 10348 2258 32 22 20 20 47785 internal_value=0 0.000564502 -1.51822e-09 9.0906e-08 9.01252e-09 7.56195e-08 5.01102e-09 5.49994e-08 -0.000285111 9.00211e-09 0.00028856 -2.45269e-08 6.03236e-05 4.03172e-05 -1.47854e-07 -0.000121661 1.15142e-05 3.9555e-05 -6.78953e-08 7.05914e-06 -1.03959e-07 -7.26791e-07 8.12609e-06 6.63013e-06 -2.5706e-05 -0.000100883 -0.000174187 0.000254494 -3.82511e-07 internal_weight=0 43 180397 180366 180335 180293 180249 180229 42 180207 44 180187 367 347 179820 118 306 266 179702 233 179666 167029 12637 12606 82 54 40 41 167007 internal_count=180440 43 180397 180366 180335 180293 180249 180229 42 180207 44 180187 367 347 179820 118 306 266 179702 233 179666 167029 12637 12606 82 54 40 41 167007 is_linear=0 shrinkage=0.01089 Tree=949 num_leaves=46 num_cat=0 split_feature=39 61 28 22 2 45 45 50 47 22 27 52 62 22 39 27 22 18 65 29 27 61 45 9 6 34 45 27 28 31 31 26 10 26 47 27 22 22 3 20 65 20 26 3 26 split_gain=0.123112 0.953187 0.119378 0.0451606 0.391159 0.520547 0.0853216 0.113643 0.0632397 0.0346147 0.087182 0.0574887 0.0151774 0.0118645 0.0249801 0.0117647 0.032625 0.0141198 0.0276659 0.00897049 0.144462 0.685895 0.0203262 0.0142263 0.0150991 0.00941724 0.0217254 0.0242174 0.0104669 0.0210226 0.0311629 0.0139139 0.0180224 0.0168126 0.00866682 0.00596696 0.00526703 0.00518481 0.0172734 0.00632155 0.013203 0.00670427 0.00394669 0.00360263 0.00153684 threshold=23.987374152381978 18.323266839378267 51.437500000000007 48.828500000001448 10.500000000000002 16.968290376294387 21.046446304073697 44.437500000000007 56.062500000000007 46.030999999988133 5.4054436088265829 8.867000000000191 11.492249999997325 44.46899999999733 17.516716881500578 18.942064829099973 14.157000000000609 45.156499999999149 53.187500000000007 20.812999999997377 4.2418810587622078 12.135841968911857 4.3802819778073996 0.68808263497567124 -0.45577996714292668 36.443000000002947 15.562597058594511 3.9046281848491389 34.655999999988133 28.580357142857146 31.781214285714153 39.589750000000102 -0.050649168838713086 37.827999999999527 50.780999999988133 5.4054436088265829 18.68749999998818 16.780999999988129 4.5000000000000009 16.570249999999763 50.484499999998668 16.031499999998235 13.781249999992726 4.5000000000000009 10.187749999997324 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 9 -5 -6 8 -8 -7 12 11 -11 13 15 -15 17 -17 19 -19 20 36 -22 23 24 -21 28 -27 34 31 -30 -31 33 -33 -24 -28 -29 37 39 -39 41 -41 -1 43 44 -23 right_child=1 -3 -4 4 5 6 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 22 21 42 25 -25 -26 26 27 35 29 30 -32 32 -34 -35 -36 -37 -38 38 -40 40 -42 -43 -44 -45 -46 leaf_value=-8.7459427836160634e-08 0.002393800031974383 -0.00063510863042053067 -0.000664883955212179 0.0013744051064116026 -0.0015476899241453489 0.00043799438162558159 0.0012343510316248875 0.00012163164693918874 -0.00033558803372111807 0.000464575624130388 -0.00078921310297581286 -0.00036050992662531843 0.00029984870591698136 -9.1686575560777332e-05 0.00042674228758954297 -7.9133691054897079e-05 0.00049226267389269808 8.6576438010421965e-05 -0.00047817411083606937 0.00014060955961689686 -0.0022167255362779852 0.00011977372510530016 1.2823897286669688e-05 -4.2805026219295101e-05 0.0005105902431827798 -0.00030149650425355168 0.00034243975940544694 -0.00031206401724952199 0.00040863288667889158 -0.00034500989205345082 0.00011541350255963363 6.8474953175348479e-06 -0.00040809805546113852 0.00021363000739908197 4.4639788312838866e-05 -4.7437812772483302e-05 -0.00017244555307423964 -6.8728660852442969e-05 0.00028371195314506924 -0.00023156219737351273 7.9435941553168793e-05 0.00012996333949681491 0.00016918237989236836 -0.00012666961848195347 -1.4098391748825727e-05 leaf_weight=177584 20 32 32 27 23 21 20 24 31 20 23 20 20 21 23 27 21 20 21 33 20 20 1630 21 22 36 22 20 23 20 134 30 21 51 25 21 21 35 31 40 27 47 20 20 20 leaf_count=177584 20 32 32 27 23 21 20 24 31 20 23 20 20 21 23 27 21 20 21 33 20 20 1630 21 22 36 22 20 23 20 134 30 21 51 25 21 21 35 31 40 27 47 20 20 20 internal_value=0 0.000529825 -2.11259e-08 9.67633e-08 0.000191533 -7.68145e-05 0.000275558 0.000628393 -2.25963e-05 -5.82005e-08 -0.000255233 5.13686e-05 3.09143e-08 -2.25692e-09 0.000178756 -4.61081e-08 0.000170383 -9.17209e-08 -0.000202109 -4.55267e-08 -3.10394e-07 -0.000414058 2.22816e-05 0.000197144 0.000289245 1.57291e-05 -7.61764e-05 1.57359e-05 2.17141e-05 0.0001015 5.53992e-05 1.35434e-05 -0.000163568 1.89353e-05 0.000184716 -0.000177293 -7.74654e-08 -5.69265e-08 9.64302e-05 -9.29308e-08 -0.000105836 -5.28774e-08 3.67305e-05 -7.00304e-06 5.21738e-05 internal_weight=0 52 180388 180356 146 119 96 44 52 180210 63 40 180147 180127 44 180083 48 180035 41 179994 177885 100 2109 76 55 2033 124 88 1909 177 154 1732 51 1681 47 41 177785 177764 66 177698 67 177631 80 60 40 internal_count=180440 52 180388 180356 146 119 96 44 52 180210 63 40 180147 180127 44 180083 48 180035 41 179994 177885 100 2109 76 55 2033 124 88 1909 177 154 1732 51 1681 47 41 177785 177764 66 177698 67 177631 80 60 40 is_linear=0 shrinkage=0.01089 Tree=950 num_leaves=35 num_cat=0 split_feature=41 24 51 22 34 34 22 28 34 21 21 24 28 23 49 49 31 31 47 51 21 49 23 63 22 50 40 56 21 21 2 2 24 38 split_gain=0.221256 0.150644 0.1707 0.0830236 0.0231219 0.0261194 0.0605464 0.0324073 0.0813471 0.0541389 0.0424557 0.0239532 0.0213524 0.0226498 0.0614691 0.0419137 0.0375915 0.0277915 0.0280492 0.0182558 0.0180275 0.688224 0.0172708 0.0379108 0.0158301 0.0149479 0.0158483 0.0164231 0.0137716 0.0722385 0.0202879 0.0114138 0.0354394 0.0127886 threshold=66.922000000002313 58.65649999999733 20.745157725692827 56.64099999999781 50.780999999988133 44.312500000000007 50.155999999988133 43.835500000002874 28.561999999990807 0.79514157544805941 2.0272751416439587 54.156499999999149 42.655999999999047 45.406000000002685 22.817602040816329 26.980867346939075 21.833714285714194 27.281285714287414 50.53149999999733 19.053939819740361 5.6123065222685531 9.6636428571429729 43.812500000003645 13.437710687476892 40.812499999989093 13.594000000011876 9.8440000000009622 9.117000000000191 3.4033049378599292 3.3149165902116109 7.5000000000000009 12.500000000000002 33.905999999999047 22.87499999998909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 19 11 9 -9 -11 12 13 20 16 -16 -15 -18 -19 -7 22 -22 24 -24 28 26 27 -23 29 -1 -30 33 -33 -27 right_child=-2 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 14 15 -17 17 18 -20 -21 21 25 23 -25 -26 31 -28 -29 30 -31 -32 32 -34 -35 leaf_value=2.1660552475498519e-08 0.0010240396964486798 -0.0013790079585109963 4.2069556768357187e-05 0.00070129480573243518 0.00035284125489396255 0.00024279138712566818 -0.00063983269058941921 0.00046766138071567954 0.00081942241074923409 -0.00056414918228047881 0.0001142094107032067 -0.00033045263872089867 -0.00033910638220837258 -0.00042714868542203214 0.00060816523674719057 8.3998081943209452e-05 0.00039293536705540448 0.00025069827351669138 -0.00026865246973385265 -0.00019563709290567742 -0.0020395286889410844 2.2094836769570625e-05 -0.00048665355452464271 0.00013442459459483416 0.00025892421951544402 0.00024207763316095503 -8.6784376287001085e-05 0.00028192689105234107 -7.9187007654457647e-05 -0.0005433400994401484 0.00011469005216893597 -5.2678941397433231e-06 -0.00049971670473262532 -4.495870785373644e-05 leaf_weight=179464 25 20 20 20 22 23 25 22 20 20 24 26 22 24 39 34 22 20 32 22 20 49 26 21 28 32 35 71 84 29 267 95 21 43 leaf_count=179464 25 20 20 20 22 23 25 22 20 20 24 26 22 24 39 34 22 20 32 22 20 49 26 21 28 32 35 71 84 29 267 95 21 43 internal_value=0 -8.05787e-08 -0.000668132 6.72256e-08 -1.03236e-08 -5.3487e-08 -0.000210339 2.78949e-08 0.000211349 2.64607e-05 -0.00019363 -7.26591e-08 -2.48716e-08 1.63534e-08 0.000125281 0.000364507 -5.26756e-05 6.84887e-05 -6.83491e-05 2.78424e-05 -1.02321e-07 -7.6451e-05 5.28461e-08 -0.000208626 1.07552e-07 3.70598e-05 0.000116543 0.000176082 6.7072e-08 -6.60383e-08 6.82113e-05 -2.7303e-05 -9.50938e-05 7.71749e-05 internal_weight=0 180742 40 180702 180682 180660 70 180590 86 66 44 180504 180478 180456 171 73 98 74 52 45 180285 366 179919 47 179872 346 155 120 179844 179493 351 191 116 75 internal_count=180767 180742 40 180702 180682 180660 70 180590 86 66 44 180504 180478 180456 171 73 98 74 52 45 180285 366 179919 47 179872 346 155 120 179844 179493 351 191 116 75 is_linear=0 shrinkage=0.01089 Tree=951 num_leaves=25 num_cat=0 split_feature=41 18 43 22 34 34 22 19 63 51 23 8 31 18 21 29 28 43 62 22 31 62 26 22 split_gain=0.216468 0.147381 0.167009 0.0812271 0.0226216 0.0255541 0.0592359 0.0325553 0.105084 0.0178608 0.01701 0.0521905 0.0165049 0.019448 0.0186039 0.0179654 0.0158655 0.0292241 0.0148523 0.0132836 0.0436877 0.0416278 0.028658 0.0184806 threshold=66.922000000002313 58.65649999999733 32.625000000000007 56.64099999999781 50.780999999988133 44.312500000000007 50.155999999988133 51.671999999999578 15.76928864354001 19.053939819740361 52.320500000011641 -0.5 45.901785714287278 43.530999999988133 3.3149165902116109 51.515499999990432 41.650499999985193 23.753760000000479 11.492249999997325 40.812499999989093 30.061714285712828 9.4535000000141753 43.031500000000968 38.586000000012071 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 9 10 -9 -7 12 -12 15 14 -14 16 18 -18 19 22 21 -21 23 -1 right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-3.8023428191026602e-08 0.0010128973912177579 -0.0013640065099424711 4.1611863277467908e-05 0.00069366579937769684 0.00034900252118877996 0.00024014981852509611 -0.00063287083385663544 0.00071768374844517638 -0.00022554207754792865 -0.0001935086509161618 0.00018235739422707721 -0.00058519878153907856 -0.00021759768159004475 0.0004170985134949638 0.00020800237604651163 0.00025391549511425055 -0.00047099225543647394 2.4475227313228962e-05 0.00029652996646699142 0.00024248355865892629 0.00044926857755203577 -0.0003084676823310372 -0.00037627899427778913 -0.00016876099396656368 leaf_weight=180107 25 20 20 20 22 23 25 29 27 22 20 22 20 24 31 33 24 34 20 32 33 33 24 77 leaf_count=180107 25 20 20 20 22 23 25 29 27 22 20 22 20 24 31 33 24 34 20 32 33 33 24 77 internal_value=0 -7.96998e-08 -0.000660856 6.64933e-08 -1.02106e-08 -5.29061e-08 -0.000208051 2.75887e-08 0.000262507 2.75327e-05 -5.37074e-08 -0.000219129 -2.54992e-09 0.000161489 4.05366e-05 -6.98552e-08 -1.16503e-07 -0.000180166 -5.84176e-08 -9.15044e-08 0.000126646 -3.68137e-05 -1.60595e-07 -1.10299e-07 internal_weight=0 180742 40 180702 180682 180660 70 180590 56 45 180534 42 180492 75 51 180417 180384 58 180326 180306 98 65 180208 180184 internal_count=180767 180742 40 180702 180682 180660 70 180590 56 45 180534 42 180492 75 51 180417 180384 58 180326 180306 98 65 180208 180184 is_linear=0 shrinkage=0.01089 Tree=952 num_leaves=31 num_cat=0 split_feature=34 41 18 61 28 41 21 22 22 18 21 50 39 47 39 57 11 40 46 22 39 23 49 32 26 18 50 10 23 21 split_gain=0.088746 0.456683 0.0938009 0.0209183 0.0549525 0.0463481 0.028987 0.0403184 0.03492 0.0571576 0.0319953 0.114036 0.0264734 0.0311422 0.024452 0.0195569 0.023741 0.015399 0.0150855 0.0221024 0.020634 0.0148705 0.0133823 0.0130505 0.0412694 0.0427004 0.0359379 0.0222133 0.0169754 0.0117006 threshold=52.000000000000007 66.922000000002313 58.65649999999733 25.914344559585434 51.437500000000007 56.632499999999716 3.5189168965727551 44.46899999999733 52.76599999999781 52.155999999988133 3.3640605115116764 13.679499999989277 16.386733665670892 52.406500000011881 15.220989162301331 3.567366893553316 -0.6830127018922193 21.51549999998679 9.3595000000000272 35.461000000001157 11.065772769954089 45.406000000002685 17.860336734693828 50.155999999988133 47.10924999999407 48.061999999987172 23.898499999999334 -0.15065085054871696 46.141000000010543 4.8953002461536661 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 8 12 9 10 17 -12 14 -14 15 29 -17 23 19 21 22 -18 -20 24 25 28 -26 -25 -1 -8 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 16 18 -19 20 -21 -22 -23 -24 27 26 -27 -28 -29 -30 -31 leaf_value=2.379884488388663e-08 -0.00066165046942661526 0.0015684618089413112 -0.00057164159779173106 -6.354751762122051e-05 -0.00054380028348706303 0.00062705967028483557 8.8216874658264812e-05 0.00043799852898407875 -0.00042416295491397787 0.00056781473733982899 -0.00089545813554752006 0.00011340638251525079 -0.00052710619535271171 7.9357503078521718e-05 0.00043042753225588243 0.00040826031271323012 1.6807629263769611e-05 -0.0003019873286338862 -0.00015938992787218231 0.00033560146950275968 -0.0003699487996869081 0.00025218959684255649 0.0001604821760452776 4.7240575026652152e-06 0.00061625932264520284 -0.000479501458066339 3.6037917810182375e-05 -0.0004569245714002066 0.00026808174660539777 0.0004457348214299747 leaf_weight=179576 24 22 34 27 22 20 21 33 23 21 21 36 20 20 21 20 502 20 31 30 25 34 31 32 24 22 27 20 28 23 leaf_count=179576 24 22 34 27 22 20 21 33 23 21 21 36 20 20 21 20 502 20 31 30 25 34 31 32 24 22 27 20 28 23 internal_value=0 3.11127e-07 1.19937e-07 2.27721e-07 1.678e-07 0.000229889 2.34259e-07 6.51928e-05 -5.85133e-08 -4.06602e-09 -7.0604e-08 -0.00025799 4.93326e-05 -0.000223301 6.4153e-05 5.33742e-05 3.87793e-05 1.10609e-08 2.74076e-05 4.79631e-05 -0.000105982 3.17996e-05 9.98709e-08 4.48565e-08 9.49422e-08 6.82793e-09 0.000309769 -0.000172415 6.57745e-08 0.000275855 internal_weight=0 180786 180764 180730 180683 47 180661 811 179850 179827 179806 57 778 40 738 717 673 179749 653 566 87 536 62 179729 179677 179626 51 52 179604 44 internal_count=180810 180786 180764 180730 180683 47 180661 811 179850 179827 179806 57 778 40 738 717 673 179749 653 566 87 536 62 179729 179677 179626 51 52 179604 44 is_linear=0 shrinkage=0.01089 Tree=953 num_leaves=55 num_cat=0 split_feature=18 57 41 44 39 23 40 23 23 18 23 44 64 49 10 45 25 38 23 19 44 57 57 47 40 38 18 18 2 39 25 62 47 25 51 19 57 31 56 56 18 18 38 23 31 40 49 39 23 66 1 0 2 2 split_gain=0.079992 1.21855 0.290838 0.023026 0.0133802 0.0167071 0.027767 0.118457 0.05761 0.0257193 0.0512271 0.0346221 0.029214 0.0494427 0.0410137 0.0253838 0.0649147 0.0432919 0.0130056 0.00857107 0.0227937 0.0327643 0.0290405 0.0270362 0.021725 0.0219126 0.0240289 0.0218926 0.017942 0.0163135 0.017809 0.0166771 0.0165596 0.00800964 0.0341778 0.00742578 0.0164714 0.0166127 0.0172581 0.0189699 0.0129239 0.0150755 0.00462138 0.0955471 0.0405933 0.037932 0.0411966 0.0237486 0.00375731 7.67133e-06 1.40089e-05 6.01808e-05 8.03655e-06 3.72303e-08 threshold=58.65649999999733 18.648517342140469 66.922000000002313 49.250000000000007 23.987374152381978 45.406000000002685 8.7655000000031595 55.969000000011881 55.969000000011881 45.156499999999149 47.937500000000007 27.507499999999713 8.9369999999989904 23.71364285714262 -0.25065253225872081 16.532261288778759 44.929750000000247 43.390499999997708 44.687499999989093 34.421750000001346 28.484500000002303 7.4429305677871671 9.2123631394877581 44.46899999999733 8.5154999999995216 9.0860000000011514 40.828499999999629 34.969000000011881 22.500000000000004 12.077024429449432 40.015750000002988 9.0940000000027812 53.437500000000007 35.472749999999458 16.083092259192068 30.148249999994281 7.9007143095862871 31.103785714285682 8.8645000000033196 9.9370000000017189 31.312500000003642 29.81249999998909 7.7425000000002919 7.6955000000116351 7.8704999999983043 7.5309999999881265 9.6323979591837343 0.21020842381057661 28.93749999998909 1.0000000180025095e-35 5.5000000000000009 21.500000000000004 1.5000000000000002 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 2 2 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 3 4 5 18 8 9 15 11 -11 -8 13 -12 -15 16 -7 -17 19 33 21 -21 -23 -22 -24 -26 27 -27 29 -25 31 -31 -32 35 -35 42 -37 38 -38 -40 41 -39 47 -44 -45 46 -46 49 -47 53 52 -52 -51 -1 right_child=1 -3 -4 -5 -6 6 7 -9 -10 10 12 -13 -14 14 -16 17 -18 -19 -20 20 23 22 24 28 25 26 -28 -29 -30 30 32 -33 -34 34 -36 36 37 40 39 -41 -42 -43 43 44 45 48 -48 -49 -50 50 51 -53 -54 -55 leaf_value=-4.3576160477195875e-07 0.001958283019912349 -0.0015863018480838829 -0.0013123491146002505 0.00032417262576402958 -0.0002745253959538967 0.00019997154767745714 -0.00046752483226828113 0.00092358766992223663 -0.00053697572342294435 0.00062828915604454586 0.00044557442729019678 7.2118895883138836e-05 -0.00030107737835524716 0.00020622567753922398 -0.00031098806633881243 0.0005257183873891919 -0.00059513069338148171 -0.00013247809383613236 -0.00024335677652196825 -0.00025421593743846997 -0.00040322163606817832 0.00053931412121735987 0.000457099454615816 -0.00029789154813314808 -0.00020762122077398854 0.0003814524548728551 0.00040574786066062922 7.4014629936780093e-06 0.00026545739466288162 -9.8290470855120406e-05 -0.00027306367360992997 0.0002869626802171191 0.00011888620998839252 -0.0003394733991284405 0.00015928220592646662 0.00029296675133619278 9.3272886058433125e-05 0.00022644811865425122 -0.00046648268893048189 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0.000112372 0.000152387 -4.50636e-05 0.000114938 8.01911e-05 0.000125817 6.6009e-05 3.15303e-06 -4.64587e-05 9.46334e-06 0.000144558 -0.000130042 2.5445e-09 -0.000119923 4.6736e-08 6.68664e-05 2.28168e-05 -8.55809e-05 -0.000223144 0.000132868 5.15202e-06 -2.64126e-08 6.43966e-06 5.0576e-06 5.90517e-06 0.000258645 -4.98496e-07 4.44017e-06 -4.39843e-07 -2.78371e-07 2.97242e-07 -3.75886e-07 -4.74282e-07 internal_weight=0 47 180763 180743 180717 180696 361 238 123 217 156 61 134 112 73 99 51 48 180335 180309 450 265 239 185 218 198 171 141 163 137 112 57 55 179859 66 179793 197 165 83 47 82 44 179596 12216 12191 12169 70 167380 12099 167346 29559 4241 25318 137787 internal_count=180810 47 180763 180743 180717 180696 361 238 123 217 156 61 134 112 73 99 51 48 180335 180309 450 265 239 185 218 198 171 141 163 137 112 57 55 179859 66 179793 197 165 83 47 82 44 179596 12216 12191 12169 70 167380 12099 167346 29559 4241 25318 137787 is_linear=0 shrinkage=0.01089 Tree=954 num_leaves=49 num_cat=0 split_feature=28 39 28 18 26 35 19 39 35 52 25 23 21 52 39 21 26 61 45 18 19 55 22 44 21 34 28 21 18 18 22 44 59 22 21 45 59 22 63 18 34 22 22 40 46 18 16 65 split_gain=0.115556 0.184504 0.0842273 0.0431656 0.0455581 0.0404436 0.0200913 0.0465236 0.041649 0.0349743 0.0451651 0.0106384 0.908711 0.0168659 0.0134674 0.0245114 0.0226142 0.0101536 0.00890525 0.0402714 0.0170907 0.0407971 0.0212622 0.0114833 0.00214043 0.068783 0.00254395 0.00347625 0.00192065 0.00168918 0.00291935 0.00158275 0.00141644 0.000637428 0.0201327 0.00341597 0.00561767 0.00860517 0.00165733 0.000754418 0.000757147 0.000409417 0.000792249 0.00038449 0.000346455 0.000271305 0.000195457 0.000112031 threshold=56.390499999997708 23.987374152381978 50.656000000002685 57.405999999997228 54.124749999988133 58.297500000011503 48.812750000011881 16.106744873648591 56.155999999988133 8.6175000000002928 47.412250000003048 11.530999999988127 1.8116075734005059 6.9060000000026784 19.038111796639694 2.3857782797104057 48.406250000000007 25.428432642487049 17.47374927211391 44.594000000011881 43.570499999998908 17.802195876288796 38.586000000012071 32.905999999999047 0.077781745932218052 7.5309999999881265 7.7579999999998117 0.22167797590727162 11.313000000009199 8.8755000000001036 8.3120000000030831 8.686999999987167 17.421999999999574 8.2575000000006202 0.044547727215467639 3.8028332260277393 17.718999999997326 7.9925000000002919 2.4099501776447192 8.436999999987167 7.6324999999997098 8.367000000000191 8.3125000000000018 7.5309999999881265 5.9369999999908041 8.3129999999982847 1.0000000180025095e-35 20.593999999997326 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -4 11 -8 9 -9 -11 12 24 -13 16 -16 17 18 20 23 22 -22 -15 -20 33 -26 27 -27 29 31 -31 -28 -30 34 35 36 38 -38 -1 41 -41 42 45 -42 -45 -35 47 -43 right_child=-2 -3 5 -5 -6 -7 7 8 -10 10 -12 13 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 -25 25 26 28 -29 32 30 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8.9455000000107265 9.2419999999999636 11.500000000000002 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 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 7 5 8 -6 9 -5 17 -11 12 -12 -14 15 -15 -17 18 19 21 -21 22 33 -24 25 -22 27 28 -27 30 -28 32 -23 34 36 -36 37 -1 -37 -29 -34 right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 11 -13 13 14 -16 16 -18 -19 -20 20 24 31 23 -25 -26 26 29 39 -30 -31 -32 -33 40 -35 35 38 -38 -39 -40 -41 -42 leaf_value=-7.8374191942504336e-08 0.00037678661686950344 -0.0015875208766661004 0.0012985085173862075 0.00040839173875746479 -0.00066784430705544868 -0.0020887694041440068 0.0012980651235832805 0.00067606412010316015 -0.00030876570427679179 0.00048878347891372846 -0.00015731972016529453 -0.00031647325699612778 0.00053603222871005858 -0.0002996593218182574 0.0004262160878021754 -5.2846968457782388e-05 0.00044877552652968557 0.00028880523606702763 -0.00025329928180155314 -0.0022508323857081737 -0.00022394487779290012 0.00029290691936319858 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2.15372e-08 -7.17387e-08 -0.000311146 2.56337e-05 3.97803e-05 5.1699e-05 0.000105746 6.48085e-05 -1.43018e-05 -5.04872e-05 0.000171129 9.38639e-05 1.13429e-08 4.06523e-08 6.42639e-05 -7.46508e-08 -1.2363e-07 3.14486e-05 0.000366754 -2.32078e-05 internal_weight=0 61 180658 180633 116 73 43 180517 51 180497 190 164 130 103 83 62 40 180307 180287 180265 651 179614 179516 48 631 604 578 318 275 260 234 98 70 179468 179446 322 179124 179093 302 43 44 internal_count=180719 61 180658 180633 116 73 43 180517 51 180497 190 164 130 103 83 62 40 180307 180287 180265 651 179614 179516 48 631 604 578 318 275 260 234 98 70 179468 179446 322 179124 179093 302 43 44 is_linear=0 shrinkage=0.01089 Tree=956 num_leaves=37 num_cat=0 split_feature=18 41 29 29 25 61 18 21 19 50 27 21 50 8 58 57 51 51 51 50 44 10 37 37 32 65 27 18 37 28 19 18 21 32 53 9 split_gain=0.263748 0.259411 0.0270099 0.0205981 0.0286215 0.0465415 0.0430411 0.0318115 0.0198266 0.0228983 0.0113702 0.651701 0.0212989 0.0244745 0.0260486 0.0218219 0.0202976 0.0223706 0.0200098 0.0177289 0.0165834 0.0163475 0.0231721 0.0499032 0.0219651 0.0150664 0.0133534 0.012267 0.0728109 0.0323743 0.0163479 0.0294643 0.0179098 0.0112611 0.0106864 0.00208135 threshold=58.65649999999733 66.922000000002313 58.297500000011503 57.479000000003005 50.914124999999792 23.73433419689119 54.156499999999149 2.1216738969464495 51.109500000005944 36.656500000011881 5.1972120570014431 6.0100540866782692 9.3125000000000018 0.75000000000000011 8.5154999999995216 11.091512926572337 7.2638677883615292 5.5450605487891798 3.9453993052199263 9.6869999999989904 14.872000000000002 -0.52625006705264832 16.892423076923134 14.177884615384619 8.9690000000005075 51.515500000001346 5.7243670518675129 46.030999999988133 28.289076923077051 42.655999999999047 42.922000000000487 41.58849999999439 1.4693678913136667 9.0315000000009622 49.133000000008913 -0.52828508881293657 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 9 10 11 27 13 14 15 25 17 18 -15 -14 -18 22 23 -21 34 -12 -24 29 -29 30 31 -1 -32 -26 -23 -22 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 12 -13 19 16 -16 -17 20 -19 -20 21 35 24 26 -25 33 -27 -28 28 -30 -31 32 -33 -34 -35 -36 -37 leaf_value=-6.1956940347403096e-08 0.00089522715258219987 -0.0011820579225541837 0.00028644630300458739 -0.00030073993626700317 -0.0002109778651902898 0.00064930028252806746 -0.00046107108180159476 0.00036163928190330736 0.00027088148166063 -0.00035951668447786761 0.00010615177994571711 -0.0019649268546333286 -0.00024701520769035564 0.00026508012563304856 0.00057357177850315185 -0.00014574432031915798 -0.00031117583918323252 0.00048845924524984117 -0.00016201636274123176 4.4675733304470269e-05 0.00010611722352094915 -7.7817386939703915e-05 0.00027840971226019171 0.00056510167550316451 0.00025558829837670703 0.00050004703481113996 -1.9435250599790522e-05 -0.00020597544829142309 0.00055949617079638977 -0.00035189431824543961 0.00043953254157823985 -0.00038148531442362932 0 -8.2624082735027163e-06 -0.00043155002011864785 -2.1351636768502933e-05 leaf_weight=179361 39 22 39 27 27 21 24 20 32 21 26 20 31 27 24 20 24 20 25 65 23 20 20 33 20 21 164 31 28 31 21 24 23 457 21 44 leaf_count=179361 39 22 39 27 27 21 24 20 32 21 26 20 31 27 24 20 24 20 25 65 23 20 20 33 20 21 164 31 28 31 21 24 23 457 21 44 internal_value=0 -1.75634e-07 -3.1557e-08 -9.35407e-08 -4.84471e-08 0.000223293 -1.32673e-07 3.21534e-05 -7.12371e-08 -1.1942e-07 -7.74392e-08 -2.89996e-07 3.5069e-05 0.000122344 0.000265448 0.000154515 4.22583e-05 0.000178954 5.92307e-05 8.35697e-06 -6.56089e-05 1.82935e-05 8.50263e-05 0.000220288 -1.79844e-05 0.000282883 1.28171e-05 -7.07321e-08 0.000156901 -1.22511e-07 -6.15398e-08 -1.13187e-07 0.000209771 2.75334e-06 -0.000259802 2.20129e-05 internal_weight=0 180857 180835 180796 180769 68 180701 47 180677 180645 180624 179539 1085 254 91 67 163 72 52 831 91 800 282 98 518 47 184 179519 59 179460 179429 179385 44 477 41 67 internal_count=180896 180857 180835 180796 180769 68 180701 47 180677 180645 180624 179539 1085 254 91 67 163 72 52 831 91 800 282 98 518 47 184 179519 59 179460 179429 179385 44 477 41 67 is_linear=0 shrinkage=0.01089 Tree=957 num_leaves=31 num_cat=0 split_feature=18 29 29 29 25 39 21 18 19 50 21 27 40 33 18 44 6 19 18 40 65 65 28 59 21 26 40 25 26 40 split_gain=0.258038 0.165552 0.0252667 0.01743 0.0280078 0.0426911 0.0502364 0.0421056 0.0194006 0.0224 0.011377 0.717844 0.0160218 0.0773641 0.0424295 0.0211442 0.0184466 0.0113324 0.0103169 0.075934 0.0342924 0.0444458 0.031691 0.0101133 0.00769479 0.0649156 0.157783 0.0916031 0.00725638 0.00187624 threshold=58.65649999999733 65.156500000000975 58.297500000011503 57.479000000003005 50.914124999999792 19.91506428462775 1.1271282092117145 54.156499999999149 51.109500000005944 36.656500000011881 5.6123065222685531 4.5818368951091193 8.8285000000005329 11.948062472612884 42.655999999999047 9.9370000000017189 -0.33487961217098622 24.929500000000193 46.030999999988133 9.3205000000107265 54.132999999999818 51.171999999998668 42.655999999999047 51.343499999988133 0.077781745932218052 8.0622500000026793 7.5940000000118753 8.0976249999999954 25.15649999999869 11.007500000003349 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -7 8 9 10 18 -12 13 17 15 -14 -17 23 22 20 21 -20 24 -13 28 26 -26 -27 29 -1 right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-3.8361744849949464e-07 0.00088548340520382726 -0.00099038077998599996 0.00034596857899339592 -0.00027169305175870538 0.00059013744015175957 -0.00038357855143212076 0.00035499165605770038 -0.00045605446260587619 0.00026793354400338659 -0.00035560550418652488 -0.0020690328079591728 0.00017944121677111743 0.00039013784446731501 0.00064882847591636443 -0.00036410060282753026 0.00031555022477465424 -8.0748990496721975e-06 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247 72 180219 91 71 46 180128 52 180097 6372 76 6296 173725 173702 internal_count=180896 180857 180837 180812 180784 68 44 180716 180692 180660 180639 420 400 100 300 267 247 72 180219 91 71 46 180128 52 180097 6372 76 6296 173725 173702 is_linear=0 shrinkage=0.01089 Tree=958 num_leaves=44 num_cat=0 split_feature=18 35 35 49 18 31 40 21 22 58 61 61 53 21 55 45 20 56 32 63 44 35 32 34 45 44 21 32 32 3 51 32 56 32 32 2 23 44 59 59 18 45 33 split_gain=0.287837 0.215576 0.162574 0.418721 0.071968 0.0163339 0.027949 0.0768675 0.0461949 0.0467241 0.0297227 0.033833 0.0252586 0.0173676 0.683379 0.0252689 0.0223669 0.0220507 0.0328178 0.0206336 0.039928 0.032989 0.0204648 0.019109 0.0368605 0.016229 0.0158317 0.0158163 0.0136452 0.0341179 0.0131244 0.00913372 0.0130962 0.00883196 0.0116865 0.0172303 0.0169502 0.00734548 0.00665546 0.00905605 0.0057834 0.00291103 0.00264134 threshold=63.020999999997009 66.218500000000873 59.780999999988133 26.712846938775517 57.405999999997228 43.000000000000007 13.742500000000293 0.5359869401566334 50.656000000002685 8.3829999999998126 18.016556994818664 16.258018134715037 57.426999999999687 5.6123065222685531 10.881768041237116 15.257534832390826 31.781249999998185 8.9842500000020227 9.6175000000002928 20.597833190068844 44.125000000000007 51.187500000000007 45.602000000011692 9.0630000000128366 11.767324756994549 29.194999999999713 5.1258170568031334 26.905999999988129 42.40649999999733 2.5000000000000004 6.6264172103042061 8.9925000000002928 8.929499999989277 41.312500000000007 40.187500000003645 13.500000000000002 44.687499999989093 14.872000000000002 47.406500000011881 50.453000000001346 20.515500000000007 9.2634282714627751 12.468122712914562 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 5 13 7 -7 9 -9 11 -11 25 19 -15 23 17 -17 -19 20 22 -21 26 24 31 -12 28 -28 33 -30 -25 32 -16 34 36 -36 -1 -32 40 -40 -39 -33 -20 right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 12 -13 -14 14 15 16 -18 18 42 21 -22 -23 -24 30 -26 -27 27 -29 29 -31 37 41 -34 -35 35 -37 -38 38 39 -41 -42 -43 -44 leaf_value=1.1894018302076448e-08 0.0012177231093661845 -0.0011299923180980126 0.0016046327966321677 -0.00024209772593229896 -0.0006089485030681633 -0.00045245699819789062 0.00039115320122914651 -0.00037189940154345503 0.00059141722938778763 0.0001048439594623979 -4.6965441768555963e-05 0.00070724167001258377 -0.00029062914972611956 -0.0020318768670518957 0.00015715256572289442 0.00027223229264849042 -0.00038050034992978912 -0.00048531565876250705 0.00014073385208111471 1.0406696884067515e-05 0.00048636480203345932 -0.00056339969723574409 -0.00027526004622838455 0.0002376582177844313 0.0006269566611934764 0.00037021107188004777 0.0004327918406564169 1.2880008648331499e-05 -8.8609715449633787e-05 0.00044853774482354414 -0.00022157266518674131 0.00032506248397868855 -0.00020485108353525644 -0.00018999522198413099 -1.3861559955730934e-05 0.00036267357878625968 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internal_weight=0 180556 180536 59 180477 180454 221 189 158 135 111 45 66 180233 379 359 111 85 62 179854 179805 49 179785 248 109 44 179753 43 179710 56 139 89 49 179654 179625 58 179567 114 93 50 43 40 42 internal_count=180579 180556 180536 59 180477 180454 221 189 158 135 111 45 66 180233 379 359 111 85 62 179854 179805 49 179785 248 109 44 179753 43 179710 56 139 89 49 179654 179625 58 179567 114 93 50 43 40 42 is_linear=0 shrinkage=0.01089 Tree=959 num_leaves=43 num_cat=0 split_feature=36 41 35 51 36 21 31 40 21 25 58 37 47 21 55 45 19 56 32 63 44 25 32 51 55 28 21 28 32 50 40 52 19 64 45 32 26 10 36 59 38 47 split_gain=0.281608 0.337711 0.186579 0.41045 0.0704128 0.031505 0.0159771 0.0273437 0.075204 0.0421252 0.038898 0.0452395 0.0328988 0.0169957 0.668593 0.0247228 0.0218827 0.0215736 0.0321075 0.0201878 0.0390624 0.0325509 0.0200233 0.0180476 0.0158569 0.0271933 0.0154887 0.021651 0.0133475 0.05626 0.0133338 0.0175121 0.0266807 0.0159066 0.0150163 0.0086417 0.0127279 0.0414816 0.0300816 0.0078008 0.00348958 0.0028687 threshold=63.020999999997009 66.922000000002313 59.780999999988133 21.20977034510123 57.405999999997228 3.0939457210779526 43.000000000000007 13.742500000000293 0.5359869401566334 50.914124999999792 8.3829999999998126 32.209730769230823 56.546500000000385 5.6123065222685531 10.881768041237116 15.257534832390826 31.781249999998185 8.9842500000020227 9.6175000000002928 20.597833190068844 44.125000000000007 15.132749999997033 45.602000000011692 14.475609418559173 22.192036082474218 41.650499999985193 5.1258170568031334 17.656500000011878 42.40649999999733 22.445500000010728 8.7574999999997107 8.9369999999989904 27.202999999999523 8.4060000000017698 10.573928962460775 41.312500000000007 43.031500000000968 -0.050649168838713086 45.156499999999149 40.687500000000007 42.358999999996747 34.625000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -5 13 8 -8 10 -10 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0.000118178 -2.45065e-08 5.69942e-09 0.000183087 -4.00474e-08 0.000248369 4.94197e-05 3.18984e-05 internal_weight=0 180556 180535 66 180469 43 180446 221 189 158 118 96 40 180225 379 359 111 85 62 179846 179797 49 179777 248 62 42 179745 43 179702 56 225 159 74 66 85 179646 179617 45 179572 47 42 50 internal_count=180579 180556 180535 66 180469 43 180446 221 189 158 118 96 40 180225 379 359 111 85 62 179846 179797 49 179777 248 62 42 179745 43 179702 56 225 159 74 66 85 179646 179617 45 179572 47 42 50 is_linear=0 shrinkage=0.01089 Tree=960 num_leaves=34 num_cat=0 split_feature=18 27 29 29 29 29 44 5 34 27 38 51 33 18 28 27 28 38 37 63 25 28 35 50 65 33 26 62 65 23 44 18 10 split_gain=0.0824837 0.706988 0.196148 0.0404208 0.0220536 0.0195198 0.0105191 0.0278617 0.0289467 0.0344977 0.0244185 0.0243893 0.0199527 0.068514 0.0276764 0.0405495 0.020153 0.0142929 0.0225355 0.0190337 0.0281945 0.0145768 0.0221416 0.0123244 0.0121982 0.0108736 0.0445341 0.0344005 0.022417 0.020099 0.0142204 0.00821843 0.000103475 threshold=58.65649999999733 4.4158278203573138 65.156500000000975 58.297500000011503 57.479000000003005 56.546500000000385 31.531500000000964 -0.98837642843643103 37.687500000000007 2.0170542175139397 49.453499999999629 15.86091532222005 19.156336177687155 50.218499999999047 41.650499999985193 2.2353091138583965 39.437500000000007 9.0630000000010131 17.925461538460628 19.684293997174571 31.351499999999763 36.094000000000968 49.101499999997039 32.961000000001157 53.437500000000007 14.872451447055276 28.911500000005621 9.4535000000141753 54.078500000010543 45.406000000002685 30.311999999987169 29.453500000012358 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 2 2 2 left_child=2 -2 3 4 5 6 10 -8 11 -10 12 24 13 14 16 -16 25 19 -19 20 23 31 -23 -13 -9 29 28 -28 -27 30 -1 32 -20 right_child=1 -3 -4 -5 -6 -7 7 8 9 -11 -12 17 -14 -15 15 -17 -18 18 21 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 -32 -33 -34 leaf_value=-8.725177412376498e-08 -0.0010107199682302616 0.0016980683441599009 -0.0010779715776635123 0.00041355066765196274 -0.00030557205498377512 0.00030410526374568414 -0.00034347937694653583 0.00011555678359833572 3.058414171031055e-05 0.00061565192723563456 -0.00029632054359803132 0.000220627870854757 -0.00026782279913857511 0.00046212179928257189 -0.00058045067451113004 -8.078325045809248e-06 0.00025056406124125176 -0.00033836136543259713 2.1619033448436391e-05 -0.0001534598060731212 0.00046469034523337441 -0.00033955018030581676 8.3128627757249701e-05 -0.00013240514870319412 0.00046454144401491073 0.00035834635707068644 -7.3645873305184045e-05 -0.00066440324819156868 -6.5333964739265531e-05 0.00033660082555482421 -0.00014713967458915389 0.00020878210710701057 0 leaf_weight=179506 21 25 20 28 28 25 20 28 24 24 33 22 33 38 24 38 38 27 53 24 29 32 27 25 21 22 24 23 45 21 78 33 50 leaf_count=179506 21 25 20 28 28 25 20 28 24 24 33 22 33 38 24 38 38 27 53 24 29 32 27 25 21 22 24 23 45 21 78 33 50 internal_value=0 0.00046095 -1.42165e-07 -2.242e-08 -8.68077e-08 -3.92003e-08 -8.15471e-08 5.31591e-05 7.21742e-05 0.000323837 -2.11611e-07 3.95227e-05 -1.57102e-07 -1.07805e-07 -2.05694e-07 -0.000230211 -1.26182e-07 4.98453e-06 -4.36203e-05 0.000113151 0.000197727 -2.6357e-06 -0.000145691 3.22805e-05 0.000265823 -1.79372e-07 -0.000106492 -0.000363498 7.34412e-05 -1.11726e-07 -1.51294e-07 5.92347e-05 1.10196e-05 internal_weight=0 46 180463 180443 180415 180387 180362 439 419 48 179923 371 179890 179857 179819 62 179757 322 222 100 76 195 59 47 49 179719 114 47 67 179605 179584 136 103 internal_count=180509 46 180463 180443 180415 180387 180362 439 419 48 179923 371 179890 179857 179819 62 179757 322 222 100 76 195 59 47 49 179719 114 47 67 179605 179584 136 103 is_linear=0 shrinkage=0.01089 Tree=961 num_leaves=25 num_cat=0 split_feature=18 38 47 32 22 28 28 47 22 23 28 28 19 22 27 45 22 44 51 23 23 43 44 51 split_gain=0.0806959 0.712333 0.147451 0.117434 0.038112 0.0224509 0.030112 0.071056 0.0257741 0.051874 0.0284274 0.0223636 0.0199925 0.0197712 0.0098077 0.0537239 0.030779 0.00931486 0.0240202 0.0204436 0.0181313 0.0513227 0.0169165 0.0103073 threshold=58.65649999999733 12.507499999999711 66.922000000002313 13.280999999988127 56.64099999999781 51.437500000000007 49.148500000000247 57.562500000000007 50.155999999988133 53.765500000001346 14.436999999990805 45.515499999999527 48.812750000011881 45.117000000002015 16.766954719536304 15.051298421286967 13.719000000000053 31.531500000000964 15.86091532222005 39.164000000000676 42.40649999999733 16.951259999999895 31.171999999998665 16.637282325011871 decision_type=2 2 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 4 -4 5 6 8 -8 9 11 -10 12 13 14 17 -16 -17 20 19 -19 22 -22 -1 -20 right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 -15 15 16 -18 18 23 -21 21 -23 -24 -25 leaf_value=-5.8894681946578708e-08 -0.00078507941503801323 0.0019339346629169149 -0.00011521638820214179 -0.001246292339131701 0.00047511724505087244 -0.00030826402679363674 -7.6958089666706423e-05 0.00070091643009518808 -0.00056662512950439111 0.00046036386009990252 5.5959941277748885e-06 -0.00026770898504839384 0.00029083205674675485 -0.00029462303757273641 0.00049862755105491944 0.00017052799846890675 -0.0003265550606252022 4.7814216987449743e-05 -0.00018190067810062896 0.00050886765103543192 -0.00063554595582548858 -3.6975563918714395e-05 -0.00031662320726688739 4.2343390731914445e-05 leaf_weight=179598 25 21 24 20 20 28 33 24 20 29 21 37 28 27 29 30 29 22 27 24 20 113 20 240 leaf_count=179598 25 21 24 20 20 28 33 24 20 29 21 37 28 27 29 30 29 22 27 24 20 113 20 240 internal_value=0 0.000455927 -1.40618e-07 -0.000630324 1.29895e-08 -3.95855e-08 8.14469e-09 0.000250221 -7.08274e-08 -8.56635e-09 -0.00027301 -8.28448e-08 -2.77108e-08 -7.30987e-08 -2.87651e-08 0.000114895 -7.33614e-05 -8.50974e-08 5.92687e-05 0.000289089 -1.88611e-07 -0.000127281 -9.43348e-08 1.95507e-05 internal_weight=0 46 180463 44 180419 180399 180371 57 180314 180273 41 180244 180207 180179 180152 88 59 180064 313 46 179751 133 179618 267 internal_count=180509 46 180463 44 180419 180399 180371 57 180314 180273 41 180244 180207 180179 180152 88 59 180064 313 46 179751 133 179618 267 is_linear=0 shrinkage=0.01089 Tree=962 num_leaves=25 num_cat=0 split_feature=22 47 32 22 22 18 22 22 49 22 22 22 59 55 6 56 22 18 27 27 49 52 49 33 split_gain=0.151482 0.0807094 0.145231 0.271707 0.0267843 0.0513391 0.013915 0.0337568 0.0734312 0.0597737 0.0189355 0.0128718 0.0349641 0.0638819 0.0514307 0.0294109 0.0243513 0.0230166 0.00735309 0.0616768 0.730332 0.019674 0.00949162 0.00560639 threshold=60.593500000000866 68.312500000000014 58.225999999987842 56.64099999999781 52.76599999999781 53.085999999999338 50.155999999988133 47.436999999987172 24.292091836734699 46.030999999988133 51.281500000011881 40.812499999989093 52.656500000011881 21.337953608247414 -0.95394862377089173 9.117000000000191 40.437500000000007 44.594000000011881 5.1972120570014431 4.2418810587622078 11.168999999999983 7.6870000000026275 9.9955306122449539 15.306248545729309 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 9 -9 11 -8 16 14 -14 -13 -16 18 -15 19 23 -21 -20 -23 -1 right_child=-2 -3 -4 -5 -6 -7 10 8 -10 -11 -12 12 13 17 15 -17 -18 -19 21 20 -22 22 -24 -25 leaf_value=-1.0330145111148649e-07 0.00094709168508215762 -0.00065944600056941675 0.00079818313988634355 -0.0010921723214190938 -0.00033089061834791142 0.00039493064328105797 -0.00034996618306880101 0.00065509184167443458 -8.5136452150503188e-05 -0.00058082130966644085 6.6753017123692143e-05 0.00067833935985382743 -0.0004026919223113498 4.6361832185820341e-06 -0.0002134064744323067 0.00027558073581820426 -0.00037079984856543255 0.00047925045192567187 0.00028652963059739889 -0.0021653799308612599 1.8036425538111023e-05 0.00019122530373144876 1.3408671395298059e-05 0.00013576942350407197 leaf_weight=179033 20 22 27 27 29 39 31 29 35 21 22 24 37 31 24 37 21 20 34 20 196 37 952 36 leaf_count=179033 20 22 27 27 29 39 31 29 35 21 22 24 37 31 24 37 21 20 34 20 196 37 952 36 internal_value=0 -2.07779e-07 -1.27314e-07 -2.46821e-07 -8.33921e-08 -3.01035e-08 -1.15575e-07 -6.36316e-08 0.000249953 -1.52452e-07 -0.000176509 -8.46737e-08 9.37985e-05 -5.8097e-05 0.000251356 8.27313e-05 -1.74906e-07 0.000191424 -1.31543e-07 -2.97817e-07 -0.000184196 2.8981e-05 2.0093e-05 -7.58149e-08 internal_weight=0 180784 180762 180735 180708 180679 180640 180587 64 180523 53 180502 173 88 85 61 180329 51 180308 179285 216 1023 989 179069 internal_count=180804 180784 180762 180735 180708 180679 180640 180587 64 180523 53 180502 173 88 85 61 180329 51 180308 179285 216 1023 989 179069 is_linear=0 shrinkage=0.01089 Tree=963 num_leaves=28 num_cat=0 split_feature=29 24 29 22 44 19 37 22 59 23 12 63 55 56 27 22 24 22 12 61 37 22 44 12 44 23 27 split_gain=0.183859 0.146543 0.0323444 0.0413463 0.0256816 0.0472004 0.0108057 0.0117893 0.0288445 0.0732218 0.0307373 0.0251905 0.0434568 0.0315297 0.021831 0.0125284 0.0325482 0.0237502 0.0323688 0.0204785 0.0166812 0.013853 0.0100823 0.0249494 0.00855719 0.0205562 0.00145407 threshold=65.827999999997715 58.65649999999733 58.297500000011503 52.76599999999781 48.812500000000007 51.671999999999578 48.55288461538462 40.812499999989093 66.218500000000873 52.320500000011641 1.0000000180025095e-35 11.097438376494908 17.024479381443317 10.703500000011902 3.1886288581866227 38.586000000012071 40.06199999999081 37.687499999989093 0.6830127018922193 17.253725388601026 23.862192307692361 37.374999999989093 35.796500000000385 0.6830127018922193 35.453500000001448 45.406000000002685 2.7704892571454507 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 15 9 10 -9 -12 14 -14 -13 17 20 21 -19 -18 -17 22 24 -24 25 -1 -25 right_child=-2 -3 -4 -5 -6 -7 -8 8 -10 -11 11 12 13 -15 -16 16 19 18 -20 -21 -22 -23 23 26 -26 -27 -28 leaf_value=-2.0747770377389738e-07 0.0010182915560969891 -0.00071487038850845776 0.00032620453905133744 -0.00042610324862681336 -0.00031339504807433456 0.00038877056860741954 -0.00019417390041010622 0.00050731932008062476 0.00047005929771546165 -0.00045438390583559218 -0.00020022546085670162 0.00069125683908368254 -0.00015407639365101641 0.00020033941522121663 0.000179945799213614 -0.00011997872695182916 -1.9151931682059779e-05 -2.8092967206409461e-05 0.00052541186529901109 -0.00044631717651485509 0.00028571738935308959 -0.00025640122445666843 0.00045496383242321615 4.9050967486544675e-05 -0.00019766034728679679 0.00030017780357488838 -8.0341075267049736e-05 leaf_weight=180024 21 34 36 27 31 37 34 21 20 31 34 20 60 59 20 23 21 26 24 37 25 25 20 21 26 27 20 leaf_count=180024 21 34 36 27 31 37 34 21 20 31 34 20 60 59 20 23 21 26 24 37 25 25 20 21 26 27 20 internal_value=0 -2.20174e-07 -8.55066e-08 -1.50699e-07 -8.68451e-08 -3.2892e-08 -1.12738e-07 -7.60246e-08 7.25029e-05 3.98985e-05 0.000111667 6.84228e-05 0.000126063 2.14141e-05 0.000436524 -1.8285e-07 -0.000118529 -1.13072e-07 0.000237146 -0.000292195 9.07776e-05 -1.791e-07 -1.43357e-07 0.000139812 -1.90936e-07 -1.62244e-07 -1.3401e-05 internal_weight=0 180783 180749 180713 180686 180655 180618 180584 265 245 214 193 159 119 40 180319 106 180213 50 58 48 180163 180138 61 180077 180051 41 internal_count=180804 180783 180749 180713 180686 180655 180618 180584 265 245 214 193 159 119 40 180319 106 180213 50 58 48 180163 180138 61 180077 180051 41 is_linear=0 shrinkage=0.01089 Tree=964 num_leaves=22 num_cat=0 split_feature=41 18 22 34 26 23 18 62 21 46 45 9 18 2 18 26 27 32 22 20 34 split_gain=0.0744627 0.231152 0.0521661 0.0311703 0.0194368 0.0645837 0.0143133 0.0134776 0.00995389 0.714244 0.0253292 0.0229549 0.0412631 0.023079 0.0197438 0.0123677 0.0311064 0.0117019 0.00988611 0.0390047 0.0121899 threshold=66.922000000002313 58.65649999999733 56.64099999999781 50.780999999988133 54.124749999988133 55.969000000011881 53.085999999999338 11.492249999997325 5.6123065222685531 8.4060000000017698 4.2821591194596396 0.95291462550664241 30.172000000000484 2.5000000000000004 46.030999999988133 50.765750000005944 3.1886288581866227 50.703000000004984 49.406000000002685 48.812750000011881 37.687500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 8 15 -10 -11 13 -13 -12 -15 17 -17 18 19 20 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 11 12 -14 14 -16 16 -18 -19 -20 -21 -22 leaf_value=-7.6738716877248107e-08 0.00056128610876169207 -0.00086054369874679693 0.00054250309324576479 0.00041929874473563852 -0.00028187230771040979 0.00057673930319230898 -0.00023399720386224266 0.00028247337442845628 -0.0020600862652146593 0.00041603370973048912 0.00034249285347175563 -5.8876773713967406e-06 0.00062748396816531622 -3.5792287729372082e-06 -0.00031743670029617076 -4.1887806716797009e-05 0.00050469172364427974 -0.00024552026156967873 -0.00023613063229297457 0.00042997959884763916 0.00012810891694474281 leaf_weight=179939 28 37 21 21 29 23 31 20 20 21 21 31 20 277 26 32 20 23 21 25 88 leaf_count=179939 28 37 21 21 29 23 31 20 20 21 21 31 20 277 26 32 20 23 21 25 88 internal_value=0 -1.32474e-07 4.3642e-08 -1.93144e-08 -6.82568e-08 -2.2829e-08 -9.64964e-08 -5.6163e-08 -8.76437e-08 -5.32943e-05 4.80939e-05 2.73931e-05 0.000242108 -6.3329e-06 -3.06226e-05 3.50743e-08 0.000167923 -1.32668e-08 1.7966e-08 4.56903e-08 -1.39107e-08 internal_weight=0 180746 180709 180688 180667 180638 180615 180584 180564 416 396 375 51 324 303 180148 52 180096 180073 180052 180027 internal_count=180774 180746 180709 180688 180667 180638 180615 180584 180564 416 396 375 51 324 303 180148 52 180096 180073 180052 180027 is_linear=0 shrinkage=0.01089 Tree=965 num_leaves=28 num_cat=0 split_feature=34 35 18 35 23 31 18 61 18 63 25 29 45 5 40 18 53 26 21 58 2 65 21 2 18 58 32 split_gain=0.0632122 0.257747 0.151986 0.0270982 0.0703174 0.0226371 0.0509217 0.0477928 0.0568859 0.0410915 0.0247701 0.0356942 0.0274807 0.0230194 0.0410901 0.0285446 0.0196251 0.0156679 0.0134626 0.690081 0.0290194 0.0191972 0.0113955 0.0165639 0.0150314 0.0112933 0.0051291 threshold=52.000000000000007 65.265999999997817 58.65649999999733 65.062500000000014 57.062500000000007 43.000000000000007 54.156499999999149 18.016556994818664 46.030999999988133 14.179764046018486 44.929750000000247 52.757499999999716 16.341572675974231 -0.68096195430208828 10.312500000000002 48.061999999987172 57.426999999999687 43.859499999998668 5.4047706819994694 7.6714999999885558 2.5000000000000004 56.429000000000094 4.9670715844600091 13.500000000000002 45.156499999999149 8.6175000000002928 40.469000000011881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 10 8 25 -9 11 17 -12 14 15 -11 -15 18 22 -20 -21 -22 24 -24 26 -7 -1 right_child=-2 -3 -4 -5 -6 7 -8 9 -10 13 12 -13 -14 16 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 -27 -28 leaf_value=3.7096185590279029e-08 -0.00054736773574237728 0.0010443833265052407 -0.00083234353058551068 -0.00040062741098318696 0.00054551677008905027 -6.771467197716362e-05 -0.00050155122857342249 -0.00038505724715485882 0.00074754151061791623 6.7754603220428722e-06 -0.00044678499909951041 0.00044866995032860851 1.4606875173513363e-05 0.00050119325082235533 0.00030632595683372161 -0.00050862258923127599 5.464127803283234e-05 0.00023357790371551353 -0.0020332791656887902 0.0004258600757742512 6.9870051063734316e-05 -0.00010828332264509136 -4.6283915427373659e-05 0.000385494256026105 -0.00023596894544493851 0.00027296969912978685 -8.1286241755199878e-05 leaf_weight=179725 25 28 26 20 28 22 24 27 26 30 31 21 30 23 28 22 24 34 20 22 247 101 20 22 32 24 92 leaf_count=179725 25 28 26 20 28 22 24 27 26 30 31 21 30 23 28 22 24 34 20 22 247 101 20 22 32 24 92 internal_value=0 3.08115e-08 -1.30965e-07 -1.09675e-08 3.32729e-08 -5.1187e-08 -1.87784e-07 0.000108864 0.000340425 3.90513e-07 -1.2087e-07 -4.6487e-08 -0.000219491 8.26047e-05 -2.94681e-05 -0.000210864 0.000273883 -9.89522e-08 -1.43203e-07 -6.40545e-05 4.24258e-05 1.80816e-05 -4.48364e-09 0.000179307 -4.65332e-08 0.000109476 -4.36698e-09 internal_weight=0 180749 180721 180695 180675 180647 180421 226 72 154 180397 180336 61 127 80 52 47 180315 180281 390 370 348 179891 42 179849 46 179817 internal_count=180774 180749 180721 180695 180675 180647 180421 226 72 154 180397 180336 61 127 80 52 47 180315 180281 390 370 348 179891 42 179849 46 179817 is_linear=0 shrinkage=0.01089 Tree=966 num_leaves=22 num_cat=0 split_feature=39 57 26 24 29 39 29 26 19 37 62 19 57 19 19 24 21 2 57 38 27 split_gain=0.0451351 1.00081 0.326808 0.0349859 0.0186735 0.0202179 0.0681878 0.0197237 0.024441 0.0196724 0.0133902 0.010439 0.0355612 0.013655 0.0115947 0.0123659 0.0902946 0.699238 0.0159797 0.00917348 0.0046266 threshold=23.987374152381978 18.648517342140469 56.936249999999752 57.405999999997228 57.479000000003005 21.345206968380396 52.757499999999716 51.464749999999192 51.671999999999578 38.079346153846238 11.492249999997325 50.312249999988133 15.331391452504475 48.812750000011881 47.89049999999407 18.530999999988129 6.0100540866782692 5.5000000000000009 2.4622325515980328 8.8909999999978044 0.45472372565136648 decision_type=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 3 4 5 7 -7 8 10 -9 11 13 -13 14 15 16 20 -18 -17 -20 -1 right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11 -12 12 -14 -15 -16 18 17 -19 19 -21 -22 leaf_value=-3.1693206504111746e-07 0.0021020427439892991 -0.00091375636533839902 -0.0013578395023880611 0.00041564029778882029 -0.00026714978889597085 -0.00010972629466324893 0.00064763280358404326 -0.00048304960969380823 0.00034739066532153451 0 0.00028161203519331369 -0.00048860837751493942 0.00014415797260625813 0.00023224058627086788 -0.00023926887248591872 0.00031989528540037223 -0.0021600275451028566 4.4950414442431222e-05 8.4489311052594283e-05 1.4520908828871904e-05 1.2555602870409692e-05 leaf_weight=175100 22 32 21 24 31 34 24 20 24 20 20 21 21 30 24 22 20 115 260 1542 3375 leaf_count=175100 22 32 21 24 31 34 24 20 24 20 20 21 21 30 24 22 20 115 260 1542 3375 internal_value=0 0.000314733 -9.07902e-08 6.69828e-08 1.15866e-08 5.76112e-08 0.000203309 -7.52876e-09 4.58931e-08 -0.000241737 -1.65911e-10 -3.15508e-08 -0.000171653 8.25279e-09 -3.02282e-08 1.4682e-09 -2.86478e-07 -0.000281796 2.82126e-05 2.46325e-05 -7.33531e-08 internal_weight=0 54 180748 180727 180703 180672 58 180614 180574 40 180550 180530 42 180488 180458 180434 178610 135 1824 1802 178475 internal_count=180802 54 180748 180727 180703 180672 58 180614 180574 40 180550 180530 42 180488 180458 180434 178610 135 1824 1802 178475 is_linear=0 shrinkage=0.01089 Tree=967 num_leaves=43 num_cat=0 split_feature=39 61 29 39 33 18 29 44 18 62 23 33 18 39 29 22 44 38 22 51 18 55 22 33 41 33 23 22 18 28 37 18 23 32 18 18 18 59 28 10 12 12 split_gain=0.0441573 1.12443 0.16894 0.016704 0.0531513 0.0508292 0.0360864 0.0294012 0.0191767 0.0130992 0.0111526 0.0191305 0.788811 0.0166618 0.0260847 0.0295823 0.0297457 0.038727 0.0177032 0.0536561 0.0501306 0.0486553 0.0228751 0.0174846 0.0100607 0.00270655 0.121077 0.172208 0.0704656 0.00836725 0.00282138 0.00141331 0.000668675 0.00447508 0.000641059 0.000308502 0.000379494 0.000198298 0.000193276 1.23297e-05 4.3034e-05 3.35668e-06 threshold=23.987374152381978 18.196971502590682 60.297000000000487 21.345206968380396 22.262038026096359 53.085999999999338 56.546500000000385 48.812500000000007 50.218499999999047 11.492249999997325 10.703500000011902 3.2492230205456676 8.436999999987167 20.562893249787304 54.405999999988133 46.030999999988133 13.773500000000015 9.6169999999992815 40.812499999989093 13.94429631493413 44.594000000011881 21.717139175257735 40.437500000000007 15.306248545729309 59.257499999999716 0.31840950844025578 7.8829999999998117 7.6324999999997098 7.9369999999989895 7.6870000000026275 8.228384615384412 10.63300000000004 7.6955000000116351 7.7810000000004047 8.0155000000004311 10.007500000003349 9.8830000000016316 20.719000000011878 9.3675000000002928 -0.81655236941868636 -0.68301270189221952 -0.9330127018922193 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 6 8 7 9 24 10 11 25 -13 14 15 18 -17 -18 22 20 -20 -21 23 -12 -5 31 27 -27 -28 -30 -31 32 39 -34 -35 36 37 -14 -39 40 -1 -41 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 13 12 35 -15 -16 16 17 -19 19 21 -22 -23 -24 -25 -26 26 28 -29 29 30 -32 -33 33 34 -36 -37 -38 38 -40 41 -42 -43 leaf_value=-1.3789466648346666e-06 0.0022803499896214422 -0.00094154513359265171 -0.00089485605891782632 0.00030707328308959527 -0.00054759766710542226 0.00058978000755910496 0.00040553662164695848 -0.0004072794560401055 -0.00026686931343457927 0.00027854852606111626 1.5251012095961092e-05 -0.0021879323157415844 3.2985152897741584e-05 -0.00029640486221934871 0.00036905677362078921 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3.39295e-08 -3.94157e-08 0.000149171 2.41603e-08 -3.41177e-08 -4.09593e-06 1.31399e-08 -1.75943e-08 -4.49093e-07 -5.34477e-05 1.69653e-05 1.83807e-05 1.63924e-05 -0.000188464 -6.61805e-05 2.02658e-05 0.00013127 0.000362384 -3.63444e-05 1.59044e-05 1.77213e-05 0.000126727 -2.05813e-07 1.14754e-05 0.000577154 5.26965e-07 7.42227e-06 5.22597e-06 -3.62738e-07 -3.50735e-07 3.34754e-06 2.73169e-06 1.02584e-06 2.24829e-06 7.92034e-07 -1.62083e-07 -4.74858e-07 -6.65894e-07 -4.28164e-07 internal_weight=0 54 180748 180723 180634 89 180613 180587 66 180566 180546 176074 804 4472 4452 4427 82 61 4345 164 69 95 4181 4160 44 175270 2321 44 2277 2248 2224 172949 172924 5608 5586 784 761 736 714 167316 32747 134569 internal_count=180802 54 180748 180723 180634 89 180613 180587 66 180566 180546 176074 804 4472 4452 4427 82 61 4345 164 69 95 4181 4160 44 175270 2321 44 2277 2248 2224 172949 172924 5608 5586 784 761 736 714 167316 32747 134569 is_linear=0 shrinkage=0.01089 Tree=968 num_leaves=51 num_cat=0 split_feature=35 20 28 22 2 51 6 47 22 32 22 21 23 21 21 34 65 57 45 24 32 32 3 32 51 51 22 21 24 45 0 6 21 32 22 32 20 38 32 21 47 21 34 37 23 24 34 56 24 21 split_gain=0.192422 0.0688203 0.132315 0.0318393 0.247292 0.660797 0.117321 0.0810685 0.0688724 0.0428777 0.0134616 0.0741916 0.0149287 0.802698 0.0136577 0.0259636 0.0305157 0.0374626 0.0264137 0.0222879 0.0152945 0.0282402 0.0353212 0.0202158 0.0135491 0.0330282 0.0386693 0.0266201 0.0255288 0.0136323 0.0124748 0.0124612 0.0412758 0.0313339 0.0150035 0.0119043 0.0301866 0.0223244 0.0094445 0.00691766 0.00303255 0.00219125 0.0610584 0.00338116 0.0040918 0.00185719 0.00247482 0.00119172 0.0170997 0.000445768 threshold=66.218500000000873 60.406250000000007 52.624499999976258 50.155999999988133 10.500000000000002 16.637282325011871 -0.67619580640964327 58.297500000011503 48.828500000001448 48.859499999998668 46.030999999988133 2.6074562556253942 10.187999999997375 1.1928891398526302 3.3149165902116109 8.6880000000128366 54.281000000002685 7.4429305677871671 3.5390767799786036 16.687500000002732 48.061999999987172 42.40649999999733 2.5000000000000004 41.312500000000007 15.86091532222005 17.293450221641553 36.635500000000327 2.2984505922430865 42.655999999999047 15.562597058594511 7.5000000000000009 -0.84646129610493615 5.7448890437333135 31.280999999988129 42.187500000000007 8.9840000000021991 21.359499999998665 9.1255000000001036 8.7030000000122545 0.92772409690767488 66.922000000002313 0.077781745932218052 7.5309999999881265 8.1544615384615255 8.0155000000004311 10.007500000003349 10.007500000003349 9.1880000000128366 7.9369999999989895 0.044547727215467639 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 7 -7 10 -10 12 -12 13 39 20 16 17 -16 19 -17 21 23 -23 24 28 26 -26 -27 29 -14 -19 32 33 -20 35 36 -33 -37 -18 40 41 45 -43 -44 -45 47 -47 49 -49 -1 right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 11 -13 14 -15 15 18 38 30 31 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31 -32 34 -34 -35 -36 37 -38 -39 -40 -41 -42 42 43 44 -46 46 -48 48 -50 -51 leaf_value=-4.1340791606594316e-07 0.00091904436333701417 -0.00060874512937727999 0.00088532269354528806 0.00093032678330777366 -0.0020167891881399599 4.0273942121973363e-05 -0.00047083529724371566 0.00093612954339679594 0.00078767427624464894 9.8165123126212615e-05 0.00011152752969905539 -0.00070351503338959875 8.7200888431933743e-06 -0.0019910353963762447 4.4570826296443e-05 7.6015167953016169e-05 -0.00011345025143866284 0.00036903810002749494 -9.7239254284155244e-06 0.00052160879506000005 -0.00023868352756852189 -1.3747603306980573e-05 0.000448992095597474 -0.00030686224973536859 -8.4764773153496551e-05 0.00026735310041948817 -0.00063869485405331275 -0.00021044114854456644 0.00032495762427685391 0.00018977077248963681 0.00074895101467868078 0.00010195505406289875 0.00031295801150398728 -0.00048527914584430877 0.00028848036681857094 0.00025503924468288776 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21 38 29 41 22 40 21 20 9 0 17 17 split_gain=0.229064 0.131626 0.155722 0.0311535 0.233162 0.584747 0.357057 0.0829537 0.0673796 0.0507732 0.0116247 0.785337 0.0140349 0.0750278 0.0310328 0.0130681 0.0222001 0.0192488 0.0494621 0.021656 0.0184068 0.0364337 0.0180737 0.0195814 0.0240313 0.0172233 0.0296753 0.0370228 0.0278218 0.0167441 0.042881 0.0233322 0.0164236 0.0131003 0.0119122 0.0113412 0.00676691 0.00226104 0.0375388 0.00294636 0.0018821 0.00120142 0.00109611 0.00107038 0.000962778 0.0307608 0.0282943 0.012914 0.0028422 0.000844848 0.000842132 0.000522905 1.48041e-06 1.03697e-05 7.51399e-07 threshold=66.922000000002313 60.406250000000007 52.624499999976258 50.155999999988133 -0.43982890882219972 30.708500000000644 52.429749999999338 -0.67619580640964327 48.828500000001448 18.586007707907211 10.187999999997375 1.1928891398526302 46.030999999988133 2.6954910498740441 1.2650140315432072 3.3149165902116109 10.072862694300509 17.120520590932681 52.656500000011881 41.650499999985193 39.437500000000007 47.530999999988133 11.132500000003349 8.8909999999978044 12.468122712914562 28.453500000014177 36.969000000011881 0.87322439853274636 35.461000000001157 17.293450221641553 15.86091532222005 2.2100622445947682 20.275098445595919 0.97827272159715795 36.132999999997999 10.233467325076237 0.92772409690767488 0.44014836493969894 8.2109999999993324 0.35090346762195135 10.062500000000002 10.56199999999899 0.49046911581581926 0.66644814127675878 7.7425000000002919 7.7579999999998117 8.3439999999973242 7.6955000000116351 5.2884999999896545 0.17606958849729923 8.1562500000000018 0.15123342103804641 15.500000000000002 1.0000000180025095e-35 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 2 2 2 2 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 -5 -6 -7 10 -10 11 36 15 14 -14 17 -17 19 -19 20 21 29 23 24 34 26 33 -28 32 30 -12 -31 -27 -25 35 -18 37 40 -39 42 44 49 -40 50 46 -46 52 -47 -49 -41 -43 -45 54 -54 -1 right_child=-2 -3 -4 4 6 7 -8 -9 9 -11 12 -13 13 -15 -16 16 22 18 -20 -21 -22 -23 -24 25 -26 28 27 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 38 39 41 -42 43 -44 51 45 47 -48 48 -50 -51 -52 -53 53 -55 -56 leaf_value=-4.1036344648455349e-07 0.001042028204754479 -0.00074631749689917516 0.00087686184160924642 -0.002136271474222544 -0.00047689229480998125 0.00032099392896446839 0.0014857037976998228 -0.00054503668323266623 0.00083216827630781766 8.0574107636665983e-05 1.2447072555679931e-05 -0.0019693721977664517 -0.00017358254009530063 -0.00067446299292689004 0.00043218588584186202 0.00041546664710205707 2.0672138998870036e-05 0.00062624620887032859 -5.730835266502119e-05 -0.00028386954975659015 0.00027395335416358611 -0.00039085990966640846 0.00037187037059390003 4.7740195375799822e-05 0.00041284181868101301 0.00031546020223767218 -0.00028328672790927869 0.00019477432063537544 0.00048822592457063854 0.00032634038818192518 -0.00026151031633567891 -0.00011391012798061677 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3875 3844 851 831 150 681 576 107 105 3817 3752 65 83 469 117 92 175427 175402 1131 1111 174271 1070 41 1014 174232 7160 167072 7136 7110 56 964 50 167050 55771 111279 is_linear=0 shrinkage=0.01089 Tree=970 num_leaves=33 num_cat=0 split_feature=47 20 35 9 24 24 12 24 37 21 12 2 9 24 21 32 39 59 22 22 55 26 32 51 37 40 32 37 26 22 0 0 split_gain=0.0872067 0.170595 0.100142 0.713848 0.0821797 0.0172354 0.046517 0.027115 0.0125166 0.0138235 0.820403 0.0260706 0.0189711 0.0333341 0.0270546 0.0298966 0.0238684 0.019576 0.0169509 0.00690955 0.0254249 0.0125287 0.0127832 0.0752672 0.0240504 0.0161225 0.0142795 0.0261717 0.0170896 0.0307835 0.00855925 0.00683093 threshold=68.312500000000014 60.406250000000007 59.780999999988133 -0.43982890882219972 57.405999999997228 53.085999999999338 0.6830127018922193 52.155999999988133 48.55288461538462 6.0100540866782692 -0.5 3.5000000000000004 0.95291462550664241 31.312500000003642 14.605997672188648 8.9839999999976516 9.5996942350181982 47.406500000011881 13.085000000000493 50.155999999988133 24.762242268041241 49.547000000005944 44.219000000011881 14.754352498996928 30.353346153846225 8.9370000000035379 42.40649999999733 30.353346153846225 43.859499999998668 43.937500000000007 13.500000000000002 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 -7 8 9 19 -11 -12 14 -14 17 -16 -17 18 -13 21 -21 22 26 -24 -25 -26 28 -28 29 -1 -23 -19 right_child=-2 -3 3 -5 -6 6 -8 -9 -10 10 11 12 13 -15 15 16 -18 31 -20 20 -22 30 23 24 25 -27 27 -29 -30 -31 -32 -33 leaf_value=9.331500353848412e-08 0.00065612206521546777 -0.00083494355869379575 -0.00098283979979220675 0.00139807235182 -0.0006506959689905052 -0.00016630728088515577 0.00047146423104244694 -0.00039115747115869268 0.00027224978614630318 -0.00220983516884925 0.00037665280863116365 7.3430122454644942e-05 -4.5759039551204004e-06 0.00056829469351482814 -0.00047446938893443711 -0.00027461666128256347 0.00023834814879502387 0.00015072802647347747 0.00044611503816752938 9.5807300850984261e-05 -0.00042425728200593438 3.1872410361273292e-05 -0.00067090662257280156 0.00036075696228429185 -0.00028120380981615022 6.666602836706941e-05 -4.8109431162147031e-05 0.00041838869132996957 0.00023404162781717985 -0.00040709240149263819 0.00035209239133549198 -5.220280446575829e-05 leaf_weight=179845 24 29 25 37 23 24 31 21 20 20 28 37 30 20 27 21 22 24 24 25 20 20 23 20 26 40 30 27 37 22 20 108 leaf_count=179845 24 29 25 37 23 24 31 21 20 20 28 37 30 20 27 21 22 24 24 25 20 20 23 20 26 40 30 27 37 22 20 108 internal_value=0 -7.42433e-08 5.96893e-08 0.000437573 -9.0378e-08 -7.29702e-09 0.000192704 -6.61753e-08 -2.04841e-08 -5.08353e-08 -6.73695e-05 5.83368e-05 2.97492e-05 0.000224163 -7.12134e-06 -0.000190582 -1.15378e-05 5.92891e-05 0.000220618 8.3914e-08 -0.000134808 1.17786e-07 7.48133e-08 -0.00011781 2.9918e-05 -7.00005e-05 1.46382e-07 0.000172451 9.16159e-08 4.33091e-08 0.000192776 -1.50783e-05 internal_weight=0 180726 180697 62 180635 180612 55 180557 180536 180516 361 341 313 50 263 70 43 193 61 180155 45 180110 180070 109 86 66 179961 57 179904 179867 40 132 internal_count=180750 180726 180697 62 180635 180612 55 180557 180536 180516 361 341 313 50 263 70 43 193 61 180155 45 180110 180070 109 86 66 179961 57 179904 179867 40 132 is_linear=0 shrinkage=0.01089 Tree=971 num_leaves=25 num_cat=0 split_feature=41 20 32 44 55 22 62 20 37 34 34 18 21 12 16 59 32 23 26 64 6 34 55 32 split_gain=0.0915469 0.115512 0.0873072 0.0189578 0.133115 0.0890047 0.861349 0.0482592 0.0439089 0.0222689 0.0159792 0.0141704 0.0123839 0.804531 0.0210597 0.0150669 0.0160135 0.0124672 0.0130098 0.0118014 0.0107853 0.00957551 0.0426694 0.0140487 threshold=66.922000000002313 60.406250000000007 58.225999999987842 44.875000000000007 22.192036082474218 51.281500000011881 9.0940000000005075 51.671999999999578 29.340115384615416 45.444999999999716 42.156500000000968 52.155999999988133 6.0100540866782692 -0.5 1.0000000180025095e-35 42.40649999999733 8.9839999999976516 51.65649999999733 48.406250000000007 8.4769999999987267 -0.20156101276782848 37.687500000000007 18.390623711340222 45.602000000011692 decision_type=2 2 2 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 -5 7 -7 9 -6 10 11 12 17 -14 15 20 -17 18 21 -16 -15 23 -23 -1 right_child=-2 -3 -4 4 8 6 -8 -9 -10 -11 -12 -13 13 14 19 16 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=1.0485917381141278e-07 0.00065867844937558752 -0.00072559329464293718 0.00071911605441696931 0.00079065923919702317 -0.00051976666982329292 0.00080664003339171112 -0.0020712709454322777 0.000534622597385966 0.0001115014024777971 0.00034622097480569314 -0.00022632502399975659 -0.00028278127582997118 -0.0021857955511765752 0.00027844625150929046 8.269391286890589e-05 -0.00021656858961327402 2.2274696989250095e-05 0.00027183845136064059 -0.00025878823809753369 0.00041351001956355262 1.9643411282065003e-05 -0.00022350326343894072 0.00037962990321229443 -0.00022121028507580826 leaf_weight=179947 25 26 20 27 22 28 22 20 32 22 37 21 20 40 24 41 176 20 23 28 37 23 35 34 leaf_count=179947 25 26 20 27 22 28 22 20 32 22 37 21 20 40 24 41 176 20 23 28 37 23 35 34 internal_value=0 -7.83665e-08 2.59567e-08 -5.35731e-08 0.000166488 -1.28442e-07 -0.000459429 -1.03824e-09 -0.000145272 -6.04833e-08 -1.02882e-07 -5.63217e-08 -2.32323e-08 -6.33028e-05 5.94311e-05 2.35887e-05 -2.27415e-05 1.05231e-07 7.48633e-08 0.000261454 0.000154486 1.08117e-07 0.000139985 6.28709e-08 internal_weight=0 180725 180699 180679 81 180598 50 180548 54 180528 180506 180469 180448 366 346 294 217 180082 180062 52 77 180039 58 179981 internal_count=180750 180725 180699 180679 81 180598 50 180548 54 180528 180506 180469 180448 366 346 294 217 180082 180062 52 77 180039 58 179981 is_linear=0 shrinkage=0.01089 Tree=972 num_leaves=38 num_cat=0 split_feature=39 56 28 21 18 18 28 28 39 38 33 18 28 22 52 22 21 18 28 8 39 18 23 26 23 40 46 21 47 64 59 65 43 59 38 21 62 split_gain=0.0811327 0.529577 0.126549 0.0330147 0.178719 0.159095 0.0844427 0.0290944 0.0246175 0.0160844 0.031388 0.0158474 0.0148981 0.0291402 0.0896016 0.0160103 0.0570789 0.0104872 0.0133109 0.0451822 0.0333944 0.0164494 0.0351044 0.0341493 0.0146972 0.0101453 0.0088286 0.00866747 0.00819452 0.0061693 0.00763369 0.00999627 0.00916875 0.0102097 0.00527237 0.00463813 0.00520899 threshold=23.987374152381978 8.9690000000005075 51.437500000000007 4.9670715844600091 52.155999999988133 55.805000000011212 50.031500000011881 36.094000000000968 4.4654198853003022 8.8909999999978044 11.948062472612884 41.58849999999439 48.586000000012071 48.828500000001448 8.867000000000191 46.030999999988133 2.5300280630934884 46.030999999988133 41.650499999985193 -0.75000000000000011 17.516716881500578 42.655999999999047 43.265499999997708 41.452999999999527 41.968500000002685 8.9380000000128366 8.4060000000017698 3.4033049378599292 37.781000000002685 8.9369999999989904 50.453000000001346 53.187500000000007 15.847799999999991 47.406500000011881 24.960999999997515 15.865708402873162 9.066750000011881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 5 7 6 12 8 25 10 28 26 13 15 -15 17 -17 18 21 -20 -21 22 24 -23 27 -5 -11 -1 -10 30 32 -32 -28 34 -34 36 -33 right_child=1 -3 -4 4 -6 -7 -8 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 19 20 -22 23 -24 -25 -26 -27 29 -29 -30 -31 31 35 33 -35 -36 -37 -38 leaf_value=-1.3641101696599999e-07 -0.00051017854138576415 0.0017129639053319722 -0.00067405865782516072 0.00012060524813996971 0.0010472172305674135 -0.00077989747872032552 0.00053473394243184894 -0.0003251361343184714 0.00015390857561192471 0.00023646495188994892 0.00054031473466154901 -0.00021962031732947914 -0.00022464531823228003 0.000701039550143109 -0.00024224024229356058 7.8711828705872817e-05 -0.0006497321287095391 0.0002001822225201022 0.00027152953834642214 -0.0005987952368887771 -2.7904999089324271e-05 -7.7235196878856102e-05 -0.00037241357711919037 0.00051571042547715682 0.00021408854012143323 0.00045207970139832086 -0.00027072780422741081 6.0069760401012126e-05 -0.00013219436123886329 0.00014846739620857151 0.00024615379869636901 0.00013664551828497333 0.00016855022454750397 -0.00018654602205644738 -3.5470999729257465e-05 -0.00013991265764543256 -2.319047384814969e-05 leaf_weight=179500 30 22 33 20 22 31 35 24 29 23 21 33 35 26 22 35 20 31 21 26 23 24 30 22 38 25 22 284 20 36 25 39 28 30 32 21 63 leaf_count=179500 30 22 33 20 22 31 35 24 29 23 21 33 35 26 22 35 20 31 21 26 23 24 30 22 38 25 22 284 20 36 25 39 28 30 32 21 63 internal_value=0 0.000430164 3.63732e-08 1.597e-07 8.73958e-05 -8.84995e-08 4.56109e-08 4.42898e-05 6.33484e-05 3.7447e-05 0.0001882 7.37955e-06 -5.81865e-08 -1.43613e-08 0.00026821 -8.60518e-08 -0.000185822 -2.91231e-08 -6.37875e-08 -0.000150182 -0.000331519 -5.20362e-09 -5.80333e-08 0.000205853 3.97733e-09 0.000305499 3.09621e-05 -4.11438e-08 3.65604e-05 1.48847e-05 -3.51552e-06 4.77014e-05 -7.14385e-05 -2.23634e-05 5.93035e-05 7.10504e-06 3.76676e-05 internal_weight=0 52 180749 180716 513 180203 180172 491 467 422 70 352 180137 180102 48 180054 55 179999 179968 70 49 179898 179852 46 179822 45 319 179784 49 296 260 148 112 90 60 123 102 internal_count=180801 52 180749 180716 513 180203 180172 491 467 422 70 352 180137 180102 48 180054 55 179999 179968 70 49 179898 179852 46 179822 45 319 179784 49 296 260 148 112 90 60 123 102 is_linear=0 shrinkage=0.01089 Tree=973 num_leaves=23 num_cat=0 split_feature=39 45 28 22 62 22 25 23 18 52 25 28 39 27 65 20 62 28 58 22 51 22 split_gain=0.0793751 0.609089 0.12381 0.0288567 0.205981 0.178422 0.0196104 0.039991 0.0171207 0.031474 0.0162632 0.01659 0.0395488 0.0336134 0.0309298 0.0219955 0.0125248 0.00986638 0.0282694 0.0100183 0.0332627 0.0129569 threshold=23.987374152381978 23.965635884158328 51.437500000000007 52.76599999999781 9.066750000011881 51.281500000011881 52.304624999997039 53.765500000001346 50.780999999988133 8.6329999999998126 50.914124999999792 41.650499999985193 17.516716881500578 2.709035467268976 57.187500000000007 46.359500000005944 11.492249999997325 39.437500000000007 8.8595000000020736 38.586000000012071 10.423769733943198 38.030999999988133 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 6 7 8 10 -10 11 15 14 -14 -13 16 17 19 -19 21 -21 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 -20 20 -22 -23 leaf_value=8.8895337529833092e-08 0.0016037953985434236 -0.00075211916157324479 -0.00066672288318410464 0.00046351953286727512 -0.0010794475597957127 0.0009197575889358905 -0.00029883774810646408 0.00041150820437450624 -0.0005073920050906503 6.1776732379871117e-05 0.00028346710894553622 -0.00066197588873451033 0.00025752931988017296 -0.00021301583831048442 -8.9213223497730049e-05 0.00030525793348087893 0.00027248893917603689 -5.4369108061727027e-05 0.00045901908306476326 0.00027148099193405122 -0.00018911065682829362 0.00027713871462071527 leaf_weight=180169 26 26 33 21 20 25 26 28 22 24 24 23 37 35 22 28 20 32 21 23 96 20 leaf_count=180169 26 26 33 21 20 25 26 28 22 24 24 23 37 35 22 28 20 32 21 23 96 20 internal_value=0 0.00042548 3.59765e-08 1.57963e-07 -0.000288641 2.23686e-07 9.61714e-08 1.3939e-07 7.54088e-08 -0.000209941 1.29094e-07 9.12392e-08 -0.00012953 2.84123e-05 -0.000382748 1.75471e-07 1.27924e-07 9.75371e-08 0.000148629 5.37065e-08 -9.98236e-05 1.19833e-07 internal_weight=0 52 180749 180716 41 180675 180650 180624 180596 46 180550 180526 117 72 45 180409 180381 180361 53 180308 119 180189 internal_count=180801 52 180749 180716 41 180675 180650 180624 180596 46 180550 180526 117 72 45 180409 180381 180361 53 180308 119 180189 is_linear=0 shrinkage=0.01089 Tree=974 num_leaves=27 num_cat=0 split_feature=32 47 32 47 18 35 37 18 18 0 27 45 37 18 40 44 49 22 31 21 29 0 29 32 50 29 split_gain=0.158717 0.430736 0.134355 0.0457061 0.0394799 0.0187323 0.091257 0.0341708 0.02104 0.0174265 0.0163226 0.062441 0.104719 0.0413678 0.0299913 0.0205316 0.0167911 0.0210351 0.0150933 0.0114539 0.0286808 0.019524 0.0173668 0.0167849 0.0307302 0.00494914 threshold=59.664000000004314 68.312500000000014 56.867000000000196 66.922000000002313 58.65649999999733 56.757999999999818 26.536038461537551 50.218499999999047 54.156499999999149 17.500000000000004 2.0530466195608441 1.136949855936159 9.12976923076919 47.344000000011881 7.9925000000002919 48.140500000004984 19.228316326530614 36.635500000000327 45.901785714287278 2.7403923304846787 44.28149999999733 13.500000000000002 41.58849999999439 33.676999999988773 18.686999999990807 33.180000000002117 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 9 10 -8 13 -12 -13 19 -14 16 17 -16 -18 20 22 -21 23 25 -25 -1 right_child=-2 -3 -4 -5 -6 6 7 -9 -10 -11 11 12 14 -15 15 -17 18 -19 -20 21 -22 -23 -24 24 -26 -27 leaf_value=-1.3864286265938331e-07 -0.00096938877052200889 0.0015590279842848515 -0.00065588186309374684 0.00050798444215160673 -0.00042398734212842787 0.00076742036509682245 0.00035337896709662571 -0.00033092992256002435 -0.00029823811519117765 -8.0802392359928581e-05 0.00051285168136402297 -0.00076317781466005814 0.00043715154047708837 -0.00038561676068874602 3.0961546039414561e-05 0.00035520518433170657 -2.3004509261131585e-05 0.00017190109305716545 0.00018551756771552407 -0.00039723937699207625 0.00040213347061169322 4.1378099236000272e-05 -0.00026651374242947447 -8.3122469389086581e-05 0.00038806377798963264 -0.00016340693305270669 leaf_weight=177661 20 21 37 21 26 22 24 28 28 20 31 20 21 33 1409 22 945 138 43 23 21 25 29 30 36 22 leaf_count=177661 20 21 37 21 26 22 24 28 28 20 31 20 21 33 1409 22 945 138 43 23 21 25 29 30 36 22 internal_value=0 2.68969e-07 8.74969e-08 2.22059e-07 1.62823e-07 2.24078e-07 0.000153897 -3.33545e-05 1.43894e-07 0.000155451 1.90366e-07 2.71268e-05 2.13162e-05 -2.07592e-07 2.74193e-05 2.40398e-05 2.11519e-05 4.35541e-05 -1.38973e-05 -1.35877e-07 -9.03023e-08 -0.000168299 -1.38019e-07 -9.43715e-08 0.000173511 -1.59033e-07 internal_weight=0 180736 180715 180678 180657 180631 94 72 180537 44 180509 2629 2598 177880 2578 2557 2535 1547 988 177847 177799 48 177778 177749 66 177683 internal_count=180756 180736 180715 180678 180657 180631 94 72 180537 44 180509 2629 2598 177880 2578 2557 2535 1547 988 177847 177799 48 177778 177749 66 177683 is_linear=0 shrinkage=0.01089 Tree=975 num_leaves=34 num_cat=0 split_feature=41 18 38 34 25 23 19 45 47 57 19 27 45 45 52 51 34 51 19 12 25 31 51 61 22 28 11 23 51 61 18 52 18 split_gain=0.0674817 0.1247 0.179225 0.0412879 0.0267257 0.0293072 0.0134609 0.0735655 0.075935 0.0293035 0.0166094 0.0103942 0.0612149 0.0768781 0.0400896 0.014388 0.0253857 0.0207991 0.0186001 0.0295144 0.0128808 0.00736226 0.0286552 0.0421159 0.0176049 0.0319494 0.0121803 0.00884923 0.0163175 0.0155962 0.00799526 0.00763323 0.00603636 threshold=66.922000000002313 58.65649999999733 9.1872500000026793 50.780999999988133 54.605500000000582 55.969000000011881 50.312249999988133 16.532261288778759 56.062500000000007 19.991072315398529 48.812750000011881 2.0956881725732672 1.136949855936159 1.4559773097114996 6.9060000000026784 13.94429631493413 35.452999999997708 13.790231054370233 33.39049999999407 1.0000000180025095e-35 34.664124999999338 34.773428571428155 12.39010013825636 20.008904145077661 38.586000000012071 33.280999999988133 0.25000000000000011 27.242500000000295 13.94429631493413 13.998541450777219 24.655999999988129 8.867000000000191 23.398500000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 10 -8 -9 -10 11 21 -13 -14 -15 16 17 -16 20 -20 -17 24 -23 26 25 27 -24 30 29 -29 32 -32 -1 right_child=-2 2 -4 -5 -6 -7 7 8 9 -11 -12 12 13 14 15 18 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31 31 -33 -34 leaf_value=-1.6251677792648025e-07 0.00055469000965876808 0.00010124598526771339 -0.0013375772102779549 0.00041820221898862726 -0.00039770121300731261 0.00032962090836884524 -0.00071621960232172671 0.00046456029128929676 1.6103969052831382e-05 -0.00052132715750782355 0.00024820409024247134 0.00051927463552754445 -0.0006395574420871294 0.0004953512082325228 2.4985050302346234e-05 1.7402129833778782e-06 0.00035390843285741289 0.00037813162261873687 0.00023013628016124968 -0.00013082655004777321 0.00020236441900730993 0.00043033925023953733 -0.00041255514273054038 0.00030049451530266989 -0.00031533474507732066 0.00043483212062883576 -5.1956294235531917e-05 9.6901089337377854e-05 0.00019433873595485116 -0.00019869747181075684 0.00026671493691318233 -1.4173963213795746e-06 -0.00017651517502772774 leaf_weight=177560 26 21 20 28 20 32 20 29 25 23 32 29 21 21 1724 395 29 20 30 252 42 23 21 31 21 20 24 27 21 96 26 24 23 leaf_count=177560 26 21 20 28 20 32 20 29 25 23 32 29 21 21 1724 395 29 20 30 252 42 23 21 31 21 20 24 27 21 96 26 24 23 internal_value=0 7.96592e-08 -0.000600273 2.16108e-07 1.51124e-07 1.95373e-07 1.36814e-07 -0.0001281 2.44538e-05 -0.000240955 2.05892e-07 1.61738e-07 2.19359e-05 1.6229e-05 2.17254e-05 1.77189e-05 3.43886e-05 2.90553e-05 -2.33484e-05 -9.23136e-05 2.10944e-05 -1.51779e-07 9.37222e-05 -7.8762e-06 -2.0421e-07 -1.66796e-07 -0.000220966 -2.15941e-07 -8.55442e-05 -0.000133579 -1.46603e-07 0.000137512 -1.85534e-07 internal_weight=0 180730 41 180689 180661 180641 180609 97 77 48 180512 180480 2563 2534 2513 2492 1773 1744 719 282 437 177917 99 76 177818 177797 45 177777 144 123 177633 50 177583 internal_count=180756 180730 41 180689 180661 180641 180609 97 77 48 180512 180480 2563 2534 2513 2492 1773 1744 719 282 437 177917 99 76 177818 177797 45 177777 144 123 177633 50 177583 is_linear=0 shrinkage=0.01089 Tree=976 num_leaves=19 num_cat=0 split_feature=32 28 28 44 18 29 18 27 25 27 38 62 31 62 31 28 31 25 split_gain=0.154305 0.350525 0.108587 0.0316696 0.0485134 0.0387598 0.0243322 0.0382448 0.0151698 0.0375398 0.012161 0.0118323 0.0101144 0.0209129 0.0193359 0.0170585 0.0419107 0.0127973 threshold=59.664000000004314 52.624499999976258 50.656000000002685 48.812500000000007 57.405999999997228 57.479000000003005 54.156499999999149 20.633713879283018 49.187499999998188 2.0530466195608441 48.788999999997039 11.492249999997325 47.627142857143305 9.1015000000024902 45.901785714287278 42.282999999999454 40.680785714284092 43.734499999999578 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 8 11 -10 -11 12 14 -14 15 17 -17 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 leaf_value=-1.1172411488129851e-07 -0.00095604961951038737 0.0010741849413962818 -0.00060650665747949124 -0.00040394515254247345 0.00048935430847122611 -0.00042865622357002498 -0.00036198324479954649 0.00047596083448711763 -0.00021987201189306712 0.00052157591980968949 0.00015180304576292892 0.00026464009223953433 -0.00039207658835720209 8.2192586582661393e-05 0.00026750694483873555 9.7826268330721651e-05 -0.0005672962854592796 0.00018558632139025811 leaf_weight=180371 20 36 35 23 24 25 22 20 20 23 20 20 23 21 32 24 21 44 leaf_count=180371 20 36 35 23 24 25 22 20 20 23 20 20 23 21 32 24 21 44 internal_value=0 3.55176e-08 -1.78372e-07 -6.07291e-08 -9.12376e-09 -7.43352e-08 -1.48241e-08 2.91492e-08 -2.34535e-08 0.000168903 0.000350392 -8.25689e-08 -1.1208e-07 -0.000165161 -7.16715e-08 -1.19305e-07 -0.00021207 -6.62604e-08 internal_weight=0 180804 180768 180733 180710 180686 180661 180639 180619 63 43 180556 180536 44 180492 180460 45 180415 internal_count=180824 180804 180768 180733 180710 180686 180661 180639 180619 63 43 180556 180536 44 180492 180460 45 180415 is_linear=0 shrinkage=0.01089 Tree=977 num_leaves=39 num_cat=0 split_feature=32 39 45 29 22 32 57 24 22 33 21 12 45 19 19 50 51 55 23 24 23 32 29 19 21 23 24 34 22 24 50 24 44 34 34 25 26 51 split_gain=0.150966 0.278703 0.523608 0.0905377 0.0286348 0.0625911 0.069325 0.114012 0.0354468 0.0657358 0.0137818 0.715608 0.0209578 0.0253029 0.0308333 0.0214994 0.0197062 0.0243824 0.0192928 0.0191057 0.0133373 0.0268585 0.00889417 0.00957966 0.00773207 0.1656 0.0534658 0.0357676 0.00737931 0.0213418 0.00456067 0.00422179 0.00403553 0.00332546 0.00319074 0.00137308 0.000869277 0.000782111 threshold=59.664000000004314 23.987374152381978 23.965635884158328 60.297000000000487 50.155999999988133 14.43750000000273 16.099175327656276 53.085999999999338 48.828500000001448 13.361718046189781 6.0100540866782692 -0.5 15.257534832390826 28.911249999993746 25.327999999994066 13.030999999988127 15.472867391975615 24.996701030927841 45.406000000002685 26.765999999999625 51.031500000000968 50.155999999988133 22.593500000000862 21.718749999992728 0.077781745932218052 7.8829999999998117 7.9369999999989895 7.5309999999881265 46.030999999988133 46.030999999988133 12.289000000002718 26.234999999998767 20.413999999999763 11.83650000001194 9.4380000000128366 14.261750000000008 12.816499999999907 8.0602639349489866 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 10 -10 20 -12 13 14 22 -15 19 18 34 -14 21 24 -13 30 31 -26 -27 -28 29 -29 -24 33 -32 35 -18 36 37 -1 right_child=-2 2 -4 -5 5 6 7 -9 9 -11 11 12 16 15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 leaf_value=-3.9976787363792746e-07 -0.00094564929595536591 0.0021578048710109488 -0.00030232866465833356 -0.00073244138146235272 -0.00059005496589947511 -0.00055504273547466701 -0.00019564251440932771 0.00077509009267301627 -9.3414103953738653e-05 0.00076793082562372943 -0.0020194023636739655 0.00031155798634688927 -1.6822396154187724e-05 0.00014459256138876574 -0.00032391139250580376 0.00060130883847841284 -6.1642549407157156e-05 -0.00023932413225789587 0.00041203080375936361 -0.00047736941558408207 0.00024201122070311489 -0.00033707290676504754 0.00011177450549568026 0.00022850603172306575 0.00093376182427122763 -0.00042857279570690846 0.00043923532221532702 8.5666133417251096e-06 -0.00015831279299321151 0.00028616630770858319 -0.00014335196683465452 -0.00013903504876550013 3.2266506468652633e-05 0.00010579358867247181 0.00011473371187236061 -6.4927475252641003e-05 6.032655206637969e-05 7.0992259965297323e-06 leaf_weight=171846 20 20 21 20 31 21 38 23 22 20 21 21 21 32 23 20 27 29 21 22 27 28 38 34 23 33 23 6356 31 33 26 26 38 35 22 39 28 1665 leaf_count=171846 20 20 21 20 31 21 38 23 22 20 21 21 21 32 23 20 27 29 21 22 27 28 38 34 23 33 23 6356 31 33 26 26 38 35 22 39 28 1665 internal_value=0 3.51333e-08 0.000897557 -1.68391e-07 -8.71231e-08 -0.000173371 -1.53951e-05 0.00017006 2.11485e-08 0.000316272 -5.22869e-08 -6.43055e-05 4.5507e-05 0.000109322 4.7998e-05 0.000320959 -5.85598e-05 2.57434e-05 0.000135992 -0.000253214 8.84161e-08 5.19789e-08 0.000102694 7.01961e-05 1.04574e-07 1.17667e-05 8.48481e-06 1.07291e-05 9.18814e-06 1.00057e-05 1.71182e-05 -3.3176e-07 -3.86699e-05 -3.10811e-07 1.69973e-05 -3.32378e-07 -3.17694e-07 -3.27648e-07 internal_weight=0 180804 41 180763 180743 113 82 61 180630 42 180588 395 374 232 180 52 142 99 70 43 180193 180166 157 136 180138 6499 6476 6443 6420 6389 102 173639 64 173613 49 173578 173539 173511 internal_count=180824 180804 41 180763 180743 113 82 61 180630 42 180588 395 374 232 180 52 142 99 70 43 180193 180166 157 136 180138 6499 6476 6443 6420 6389 102 173639 64 173613 49 173578 173539 173511 is_linear=0 shrinkage=0.01089 Tree=978 num_leaves=25 num_cat=0 split_feature=24 41 29 29 55 39 29 24 23 61 19 55 19 21 55 38 24 33 23 19 33 21 21 64 split_gain=0.139828 0.328524 0.112639 0.0259476 0.0899744 0.0211401 0.0632033 0.0197219 0.0216709 0.0106361 0.0181773 0.0244586 0.0129798 0.0105803 0.677366 0.0146428 0.0359482 0.0310427 0.0116696 0.0411135 0.0475932 0.0111585 0.045525 0.0173159 threshold=63.020999999997009 66.922000000002313 60.297000000000487 57.479000000003005 21.16334020618558 21.345206968380396 52.757499999999716 54.156499999999149 53.765500000001346 25.914344559585434 50.312249999988133 19.688144329896911 48.812750000011881 5.4047706819994694 10.786721649484592 8.9070000000001546 45.156499999999149 11.948062472612884 44.687499999989093 44.343750000000007 4.3640357666921679 3.4033049378599292 3.3149165902116109 6.9060000000026784 decision_type=2 2 2 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 -5 7 -7 8 9 10 12 -12 13 18 -15 17 -17 -16 21 -20 -21 22 -1 -23 right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 15 16 -18 -19 19 20 -22 23 -24 -25 leaf_value=1.0846392145731909e-07 0.00091004407788138932 -0.0013009112664662686 0.00059274978397442569 -0.00064408040962124187 0.00027853982610674905 -8.3571233240326389e-05 0.00063711630653266944 -0.00027460235478017159 0.00032046953562651486 0.00020491830401702497 -0.00048960431269537918 2.8707225166910594e-05 0.00024799326569963374 -0.0020101013928033682 3.8576213677672783e-05 3.8561449047574216e-05 -0.00043706736977715336 0.00053382014767637206 -0.00045650205622910331 0.00032965185847763981 -0.0001565524203479399 0.00037379861209625335 -0.00040427711440613206 4.3166032114964496e-05 leaf_weight=179540 20 23 38 29 22 36 24 31 25 30 21 22 25 20 53 320 20 21 30 35 75 20 33 313 leaf_count=179540 20 23 38 29 22 36 24 31 25 30 21 22 25 20 53 320 20 21 30 35 75 20 33 313 internal_value=0 -8.57996e-08 7.96966e-08 -4.48233e-08 -0.000245594 2.43574e-08 0.000204366 -4.3388e-08 3.6182e-09 -4.06328e-08 -7.48664e-08 -0.000223895 -2.13682e-08 -5.59056e-08 -5.3759e-05 4.07816e-05 1.04763e-05 0.000179605 7.33978e-08 -9.93042e-05 -1.56566e-06 1.50897e-07 3.39483e-08 6.31295e-05 internal_weight=0 180806 180783 180745 51 180694 60 180634 180603 180578 180548 43 180505 180480 434 414 340 74 180046 140 110 179906 179573 333 internal_count=180826 180806 180783 180745 51 180694 60 180634 180603 180578 180548 43 180505 180480 434 414 340 74 180046 140 110 179906 179573 333 is_linear=0 shrinkage=0.01089 Tree=979 num_leaves=24 num_cat=0 split_feature=18 29 19 18 18 9 50 34 26 25 21 21 45 38 32 55 50 21 26 40 25 26 19 split_gain=0.136802 0.301358 0.215714 0.0151704 0.0166709 0.0847368 0.0191378 0.0233894 0.0249459 0.018201 0.0141077 0.352402 0.0179716 0.0223568 0.0450367 0.0333677 0.0174781 0.00584939 0.0583429 0.119809 0.0900445 0.00268864 0.0049134 threshold=63.020999999997009 65.156500000000975 57.195249999998858 55.805000000011212 53.085999999999338 -0.43982890882219972 44.437500000000007 47.679499999999287 50.765750000005944 49.187499999998188 6.2204183540893956 5.7448890437333135 4.1628201352519021 8.8909999999978044 8.9925000000002928 16.643041237113405 29.327999999998614 0.077781745932218052 8.0622500000026793 7.5940000000118753 8.0976249999999954 28.911500000005621 17.574250000000578 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 8 9 10 11 17 -12 15 -15 -14 -16 21 19 -19 -20 22 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 -11 12 -13 13 14 16 -17 -18 18 20 -21 -22 -23 -24 leaf_value=-3.3225500858003772e-07 0.00090014421234888399 -0.0011293391288492072 0.0011303989846925809 -0.00024083677418692875 0.00073536267054855032 -0.00022342639450796578 -0.00024434046802288516 0.00030913843120011168 -0.00027895622697704449 0.00030619964098138055 0.00037698423087686772 -0.0010771815564696138 3.8662004871504943e-05 -0.00049004252566514574 5.1567130452522912e-06 0.0005649396336323214 0.00024107961948518911 0.0010345256548663145 -0.00065873314129794079 3.9774317883443901e-05 9.2408981353648463e-06 -0.00012651912982821395 0.00016234202018165525 leaf_weight=173579 20 28 20 31 20 24 38 29 38 23 21 36 38 20 217 23 45 20 24 51 6439 20 22 leaf_count=173579 20 28 20 31 20 24 38 29 38 23 21 36 38 20 217 23 45 20 24 51 6439 20 22 internal_value=0 -8.48602e-08 9.00249e-08 -3.50178e-08 6.16186e-09 0.000211902 -4.53108e-08 5.95391e-09 -4.35639e-08 1.50086e-08 -2.38773e-08 -1.6085e-07 6.77017e-05 4.86632e-05 7.66455e-06 0.000237676 4.57997e-05 5.43419e-08 1.01696e-05 0.000320601 6.75397e-06 -3.26174e-07 -3.1146e-07 internal_weight=0 180806 180778 180758 180727 44 180683 180645 180616 180578 180555 180191 364 343 282 61 262 180155 6534 71 6463 173621 173601 internal_count=180826 180806 180778 180758 180727 44 180683 180645 180616 180578 180555 180191 364 343 282 61 262 180155 6534 71 6463 173621 173601 is_linear=0 shrinkage=0.01089 Tree=980 num_leaves=49 num_cat=0 split_feature=24 41 29 29 1 29 23 27 45 27 22 25 1 32 25 22 24 59 22 24 29 27 27 22 49 26 37 22 32 26 28 22 28 24 0 38 28 59 58 26 51 37 51 32 50 45 24 22 split_gain=0.925352 0.326895 0.0454183 0.0171185 0.0648441 0.038376 0.0147167 0.0568437 1.29349 0.0405186 0.012349 0.0188634 0.0478467 0.0110923 0.020882 0.0197884 0.0144224 0.0418134 0.0470111 0.0206044 0.00842344 0.00796256 0.00293084 0.0625388 0.00494382 0.00393746 0.00261579 0.00231061 0.00180066 0.00175594 0.00239904 0.00130355 0.00125371 0.00144775 0.00124125 0.00111682 0.0212185 0.0205789 0.000791593 0.000991294 0.000617189 0.000692462 0.000521907 0.000462983 0.000553014 0.000406137 0.000302204 0.000280307 threshold=63.020999999997009 66.922000000002313 60.297000000000487 57.479000000003005 3.5000000000000004 56.546500000000385 12.34350000000086 2.3423112952835532 2.49346702425014 2.1901534350460237 51.797500000011503 50.914124999999792 2.5000000000000004 50.155999999988133 47.412250000003048 48.828500000001448 48.061999999987172 52.656500000011881 43.359499999998668 46.030999999988133 12.382500000000165 16.766954719536304 0.45472372565136648 7.6955000000116351 8.769295918367586 8.5622500000026793 13.137000000000208 11.765499999999976 11.562500000000002 11.238250000000336 11.062500000000002 10.312500000000002 11.062500000000002 11.062999999997375 12.500000000000002 8.0625000000000018 7.6324999999997098 26.405999999988129 7.7190000000118753 11.672000000000482 4.4669534407013822 18.213961538461614 2.0667458336214732 9.3120000000030831 8.3125000000000018 12.866885934630142 9.1255000000001036 9.6329999999998126 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 6 7 9 -9 22 11 13 -13 15 -15 16 19 -18 -19 20 -8 -22 28 -24 25 -25 -10 29 32 31 -31 -26 33 35 42 37 -37 -1 39 -28 -40 -42 -34 44 -27 46 -43 -47 right_child=-2 -3 -4 4 -6 -7 10 8 26 -11 -12 12 -14 14 -16 -17 17 18 -20 -21 21 -23 23 24 27 43 38 -29 -30 30 -32 -33 34 -35 -36 36 -38 -39 40 -41 41 45 -44 -45 -46 47 -48 -49 leaf_value=-3.9511356534340723e-07 0.0022849383370715441 -0.0013267500139435913 0.00038679961473351415 -0.00050432278436764275 0.00027361209177088653 0.00043536975487381413 0.00024375860806599212 -0.0028279802924267173 0.00012072792557426273 0.00046701594539489126 -0.0002295922174220363 -0.00012444131164153122 0.0006185887286794255 0.00012768249780255563 -0.00032881955476565556 0.00028435451209709157 0.00019421595962416062 4.5383337434036539e-05 -0.00065219856011606799 0.00028650282315273922 1.7998476609630349e-05 0.00019625001387494641 0.00061953884638671429 0.00019053302104628993 8.4510611621693191e-06 5.9152069940482143e-05 -3.9040675068935597e-06 0.00010698152101067972 -9.8741407475336562e-05 -5.1137492546759071e-05 3.7404325405308002e-05 -2.8486749994739373e-05 4.4176878378013098e-05 -7.3497547674519225e-05 -1.5683749105051788e-05 0.00035791409684870048 2.9030843706862013e-06 -0.00028090725816758621 -5.3197542534189299e-05 0.00010322093923545411 4.9138996819158205e-05 -4.238309293011392e-06 0.00011844186771263273 7.6820051766758509e-05 -6.2144843337894273e-06 1.5263286945702095e-06 -4.090657929008803e-05 4.3862663198010365e-05 leaf_weight=167083 21 22 36 32 21 24 20 20 24 22 23 20 21 20 29 34 29 21 25 35 3341 30 20 27 1034 27 20 24 22 155 47 127 28 32 26 20 7436 31 26 20 33 68 21 28 34 128 46 22 leaf_count=167083 21 22 36 32 21 24 20 20 24 22 23 20 21 20 29 34 29 21 25 35 3341 30 20 27 1034 27 20 24 22 155 47 127 28 32 26 20 7436 31 26 20 33 68 21 28 34 128 46 22 internal_value=0 -1.43223e-08 1.47467e-07 7.00983e-08 -0.000195576 1.27779e-07 6.96378e-08 -3.7731e-07 -0.000128924 -8.0286e-08 2.17201e-05 2.33237e-05 0.000255583 2.06574e-05 -0.000141953 2.29201e-05 2.03716e-05 -0.000128937 -0.000333261 2.3649e-05 2.0926e-05 1.95943e-05 -1.38813e-07 1.49022e-05 6.82939e-06 7.51212e-05 1.06384e-05 1.09687e-06 -2.70098e-07 -7.48892e-07 -3.03974e-05 4.3862e-06 -2.57526e-07 -2.76807e-07 4.42484e-05 -2.63218e-07 3.8601e-06 -4.47351e-07 3.27685e-06 4.89929e-05 -2.30171e-06 2.06408e-06 7.6607e-05 3.97605e-05 2.2275e-05 -3.71889e-06 -1.9282e-05 7.92555e-06 internal_weight=0 180434 180412 180376 53 180323 180299 176651 407 176244 3648 3625 41 3584 49 3535 3501 75 46 3426 3391 3371 176222 1523 1503 116 387 1387 174699 1363 202 1161 174677 174602 75 174570 7456 167114 363 40 323 297 49 89 61 264 114 150 internal_count=180455 180434 180412 180376 53 180323 180299 176651 407 176244 3648 3625 41 3584 49 3535 3501 75 46 3426 3391 3371 176222 1523 1503 116 387 1387 174699 1363 202 1161 174677 174602 75 174570 7456 167114 363 40 323 297 49 89 61 264 114 150 is_linear=0 shrinkage=0.01089 Tree=981 num_leaves=45 num_cat=0 split_feature=18 25 22 47 31 19 21 51 19 19 52 19 21 52 21 39 45 18 39 3 28 28 19 34 27 51 51 22 21 18 31 22 62 21 34 25 28 31 25 21 18 5 22 18 split_gain=0.905328 0.214269 0.0442263 0.0216456 0.0304752 0.0265885 0.0464882 0.0370995 0.0141855 0.0306791 0.0276602 0.0114973 1.12248 0.0137052 0.00783603 0.0207868 0.0436103 0.0200931 0.0286062 0.0669634 0.0294508 0.017574 0.0161533 0.0381724 0.040934 0.0166678 0.0183607 0.0129886 0.00650485 0.0924635 0.00420092 0.00419143 0.0040886 0.00226968 0.0855188 0.00277397 0.00352723 0.00217116 0.00213456 0.00211346 0.00114858 0.00219086 0.00207457 0.000520414 threshold=63.020999999997009 59.746124999999218 54.155999999997228 66.219000000002794 24.978714285714371 51.671999999999578 2.3857782797104057 19.053939819740361 50.312249999988133 48.812750000011881 8.7655000000031595 11.128750000000084 3.1377863415153051 6.9060000000026784 3.3149165902116109 16.386733665670892 16.767260816854201 47.344000000011881 17.120520590932681 2.5000000000000004 41.650499999985193 39.437500000000007 36.402500000007429 9.0159999999998508 9.3979618719444069 3.9453993052199263 5.0912999230894824 11.686999999988076 0.88317636970571256 8.2575000000006202 9.1394999999998365 8.811999999987167 8.9375000000000018 0.043840620421917949 7.5309999999881265 7.9491249999970259 7.7579999999998117 9.5379285714285054 10.152250000000551 1.4693678913136667 10.885000000002039 0.33409893050163292 10.686999999987167 10.257499999999938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -7 -8 9 11 -10 12 28 -13 17 22 -17 18 20 -20 21 -15 25 -24 -25 27 -27 -16 33 -30 32 38 39 40 -35 -36 -37 -33 -32 -31 42 -42 43 -1 right_child=-2 -3 -4 4 -6 6 7 -9 10 -11 -12 13 -14 14 15 16 -18 -19 19 -21 -22 -23 23 24 -26 26 -28 -29 29 30 31 37 -34 34 35 36 -38 -39 -40 -41 41 -43 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1.6547076627296863e-05 0.00010298301131562662 -2.9468155934329044e-05 leaf_weight=170444 21 25 34 32 21 37 20 20 38 31 26 29 21 2756 47 25 28 30 26 28 31 30 22 48 20 41 558 46 20 20 46 71 24 27 39 38 5239 218 20 20 20 22 23 73 leaf_count=170444 21 25 34 32 21 37 20 20 38 31 26 29 21 2756 47 25 28 30 26 28 31 30 22 48 20 41 558 46 20 20 46 71 24 27 39 38 5239 218 20 20 20 22 23 73 internal_value=0 -1.41494e-08 1.25454e-07 5.12505e-08 -0.000219949 1.16092e-07 0.000202407 0.000459754 2.94967e-08 8.72375e-08 -0.000162043 2.81171e-08 -3.73668e-07 1.88585e-05 1.70192e-05 4.64232e-05 -0.000162104 8.54595e-06 1.14858e-05 0.000259727 6.71546e-06 1.04405e-05 6.05955e-05 0.000197906 6.98073e-05 4.26918e-05 2.15771e-05 0.000178355 -7.35885e-08 4.17922e-05 7.1783e-06 -7.3923e-06 8.84077e-05 -1.78222e-07 6.81056e-06 3.69914e-06 4.38058e-06 1.0406e-05 -8.57248e-05 0.000155892 -3.97289e-07 -5.73291e-05 -3.83098e-07 -3.97216e-07 internal_weight=0 180434 180409 180375 53 180322 77 40 180245 180181 64 180150 176385 3765 3736 835 53 2901 2871 54 2817 2786 782 90 68 692 599 93 176364 439 419 355 64 175925 5343 5316 5277 289 66 40 170582 42 170540 170517 internal_count=180455 180434 180409 180375 53 180322 77 40 180245 180181 64 180150 176385 3765 3736 835 53 2901 2871 54 2817 2786 782 90 68 692 599 93 176364 439 419 355 64 175925 5343 5316 5277 289 66 40 170582 42 170540 170517 is_linear=0 shrinkage=0.01089 Tree=982 num_leaves=27 num_cat=0 split_feature=41 18 43 22 18 19 52 64 18 28 28 52 18 27 22 62 31 28 53 62 22 22 56 22 31 22 split_gain=0.0649817 0.262314 0.286079 0.0828529 0.0139493 0.0240753 0.119606 0.0504663 0.017644 0.0231646 0.0192002 0.0568321 0.0223114 0.033921 0.0181751 0.0390981 0.0519726 0.0386213 0.0245923 0.011253 0.00913536 0.00562291 0.0220385 0.0154269 0.014921 0.0146935 threshold=66.922000000002313 58.65649999999733 32.625000000000007 56.64099999999781 55.805000000011212 51.671999999999578 8.867000000000191 7.6324999999997098 51.437500000000007 49.148500000000247 42.655999999999047 8.9379999999982847 48.061999999987172 2.709035467268976 40.812499999989093 9.0625000000000018 30.061714285712828 13.936999999987167 50.813000000009204 11.492249999997325 40.437500000000007 39.484000000000385 9.7340000000003801 38.586000000012071 34.773428571428155 37.687499999989093 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 8 7 -7 9 10 14 12 13 -12 19 -16 17 -17 -18 20 21 23 -23 25 -25 -1 right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 15 16 18 -19 -20 -21 -22 22 -24 24 -26 -27 leaf_value=-1.9923864867650806e-07 0.0005338454263632003 -0.0018020333761301706 3.8032692678985972e-05 0.00070047148531720942 -0.00025223366023581994 0.00013479674757240346 -0.00044075887370007135 0.0008516625279814126 -0.00024114689493966114 0.00033804638646845836 0.00044591495463966251 -0.00063968082219059935 -0.00025552666942128035 -0.00013433688298327697 -0.00022701858062069576 0.00021115423251372745 0.0006384794498968708 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180239 180218 43 180175 45 180130 is_linear=0 shrinkage=0.01089 Tree=983 num_leaves=30 num_cat=0 split_feature=32 47 25 30 19 47 19 53 30 33 34 44 57 27 19 56 44 51 25 57 32 38 25 31 65 32 34 31 32 split_gain=0.152306 0.407571 0.104642 0.0796204 0.0657122 0.019241 0.00996336 0.0317732 0.024562 0.0079901 0.0357118 0.0175736 0.0196759 0.0174847 0.786335 0.0357619 0.0197977 0.0360287 0.0151367 0.0544026 0.0377955 0.0316726 0.0208457 0.0111926 0.0207892 0.0116887 0.0224608 0.0158344 0.00503727 threshold=59.664000000004314 68.312500000000014 59.746124999999218 58.65649999999733 54.578249999999578 66.922000000002313 51.671999999999578 58.297500000011503 51.437500000000007 8.0500423727210251 8.3129999999982847 8.8130000000128366 10.5971741659211 4.0178466185763062 8.9412499999998563 24.000500000012838 34.405999999988133 16.998015003329233 46.089875000002401 15.331391452504475 42.40649999999733 42.358999999996747 40.015750000002988 43.000000000000007 65.406499999997337 43.140500000001346 9.3675000000002928 37.692000000001705 39.835499999988322 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 8 -8 9 13 -11 12 -12 18 -15 16 17 -16 20 -20 22 -22 28 25 -25 27 -27 -13 -1 right_child=-2 -3 -4 -5 -6 -7 7 -9 -10 10 11 23 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 leaf_value=-3.8973222381078461e-08 -0.00094991591918107171 0.0015162201861956921 -0.00075086319728932458 -0.00067029856768649129 0.00047850807602081344 -0.00033771640413526692 0.00036375449924391508 -0.00012185916329222356 -0.00027333934354564494 0.0004722835458867298 -2.9443126163720418e-06 5.3559992877313432e-06 0.00041196033481537189 -0.0021810212317159424 2.5284632490968874e-05 -0.00037394880685951196 -0.00030470685541440085 0.00046554940267214275 -0.00060091476041480136 9.3291535603412504e-05 0.00062419230658481513 4.3854037026667686e-05 -0.00030255656690202586 0.00042700135776019938 -6.2366704331294343e-05 3.060419575247042e-05 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is_linear=0 shrinkage=0.01089 Tree=984 num_leaves=46 num_cat=0 split_feature=34 41 18 35 23 18 23 22 52 53 18 56 9 55 49 51 51 39 31 39 41 39 34 34 35 22 63 64 28 31 22 22 2 28 28 25 19 19 63 18 55 6 46 63 51 split_gain=0.175083 0.38688 0.115343 0.0366397 0.050006 0.0137337 0.0121574 0.0157626 0.0130655 0.0104834 0.0166051 0.0567432 0.04422 0.0111475 0.0110493 0.0155877 0.0148904 0.0124838 0.00668039 0.00452786 1.18306 0.0340508 0.0248219 0.00192245 0.00171135 0.0522243 0.00671331 0.0123034 0.00223678 0.00278643 0.00165954 0.00143465 0.00173518 0.00171145 0.00119716 0.00149475 0.00146082 0.00102947 0.000743082 0.000317715 0.000278065 9.20642e-05 9.40787e-05 3.42309e-05 9.46009e-06 threshold=52.000000000000007 66.922000000002313 58.65649999999733 59.780999999988133 57.062500000000007 46.030999999988133 10.703500000011902 8.6300000000001109 5.2884999999896545 66.218500000000873 52.155999999988133 8.9690000000005075 -0.6880826349756709 31.20682989690722 31.211734693877556 19.530170876394369 17.957219338750349 17.516716881500578 9.2332857142858185 1.3300503733386875 11.640499999999976 1.3039469377793966 7.6869999999880756 7.9369999999989895 8.3829999999998126 7.6324999999997098 3.6027468803124774 7.5940000000118753 7.6870000000026275 8.133928571428573 7.9925000000002919 10.257499999999938 13.500000000000002 10.094000000002326 9.9870000000009913 10.378874999999882 9.8177500000001618 10.655999999995403 2.7365633336172657 8.3120000000030831 9.9503865979381469 0.5713090904749033 8.1875000000000018 1.6930331196791391 1.2774882157619445 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 19 18 -9 10 13 -12 -13 14 15 16 -10 -16 -8 21 -21 24 -22 -24 26 -26 38 -28 -27 -30 -31 33 -33 34 36 -36 -25 -32 39 40 43 44 -43 -1 -41 right_child=-2 -3 -4 5 -6 -7 7 8 9 -11 11 12 -14 -15 17 -17 -18 -19 -20 20 22 -23 23 31 25 28 27 -29 29 30 37 32 -34 -35 35 -37 -38 -39 -40 41 -42 42 -44 -45 -46 leaf_value=-4.0258869456962191e-07 -0.00092967194207177126 0.0013820494060296942 -0.00064363162628761333 -0.00012561095899151159 0.00049695129171122801 -0.00053150170397045623 6.7458526595332691e-05 0.00025417851719009276 1.6526217875484507e-05 0.00019645857355816393 -0.00056982226700435384 -0.00022788412750709448 0.00045851525022980638 0.00027151803129275262 -0.00029476563250824923 0.00024471524744820923 -0.00014952164919089799 3.2915218428888176e-05 0.00030581811880926502 -0.0025285962308435484 0.00035320668946347254 0.00034431865690070834 7.8719234966027486e-05 -2.987822936889507e-07 0.0005235362922754802 -9.9017126449893272e-05 -0.00031997031327623979 1.3691935376801583e-05 0.00012931726208281535 -6.9974881859143426e-05 4.5319525605255931e-06 3.1417078676759236e-06 -0.00013578073395288388 8.7965508765995982e-05 4.2064709312652221e-06 -0.00011638999042657841 3.0260281201266565e-05 -6.6867422357348092e-05 6.4350162910086848e-05 0 -4.0999290255638818e-05 4.3291161033904516e-05 1.2530883403143392e-05 6.7926660140445488e-06 1.1741257807213443e-05 leaf_weight=167455 24 24 33 20 24 20 26 27 4152 37 25 25 20 20 29 35 65 26 31 22 24 34 38 2710 23 25 22 32 21 36 4867 22 20 27 25 23 199 24 21 21 20 28 26 78 20 leaf_count=167455 24 24 33 20 24 20 26 27 4152 37 25 25 20 20 29 35 65 26 31 22 24 34 38 2710 23 25 22 32 21 36 4867 22 20 27 25 23 199 24 21 21 20 28 26 78 20 internal_value=0 1.09243e-07 -7.45371e-08 4.30796e-08 1.16322e-07 -0.000329422 5.00053e-08 1.76888e-05 1.53823e-05 1.39207e-05 1.23775e-05 -0.000153947 7.66396e-05 1.50753e-05 1.38767e-05 1.58667e-05 1.39595e-05 -0.000139406 0.000197644 -4.02987e-07 -1.34263e-05 -1.68372e-07 4.50094e-06 1.7581e-06 -2.36388e-07 6.04399e-06 -4.23628e-07 -0.000121804 3.64281e-06 4.16753e-06 3.62794e-06 7.8194e-07 -6.23881e-05 1.68078e-06 8.82934e-07 -5.30286e-05 1.7824e-06 4.17565e-06 -3.84356e-07 -3.92638e-07 -4.04089e-07 1.95088e-05 2.90039e-05 -3.99073e-07 6.31941e-06 internal_weight=0 180502 180478 180445 180405 40 180381 4518 4461 4434 4397 70 45 4327 4307 4252 4217 55 57 175863 3110 172753 3088 3064 172719 4996 167723 54 4973 4948 4927 3026 42 2984 2957 48 2909 4891 167669 167648 167553 95 54 167533 41 internal_count=180526 180502 180478 180445 180405 40 180381 4518 4461 4434 4397 70 45 4327 4307 4252 4217 55 57 175863 3110 172753 3088 3064 172719 4996 167723 54 4973 4948 4927 3026 42 2984 2957 48 2909 4891 167669 167648 167553 95 54 167533 41 is_linear=0 shrinkage=0.01089 Tree=985 num_leaves=36 num_cat=0 split_feature=34 41 18 35 35 31 18 26 64 18 29 18 21 21 2 43 21 32 2 34 44 51 52 37 29 21 2 46 46 19 2 29 21 18 35 split_gain=0.171294 0.378507 0.112846 0.0358486 0.0315794 0.0394627 0.0270544 0.0200941 0.0391576 0.0460349 0.0291812 0.0134349 0.0122526 0.348159 0.0204073 0.0187237 0.0330111 0.0144636 0.0238854 0.0230323 0.0130878 0.0129026 0.0148776 0.0122973 0.0160519 0.0240871 0.051918 0.0517492 0.0395138 0.0159403 0.0354118 0.0155882 0.0379362 0.0151332 0.0113251 threshold=52.000000000000007 66.922000000002313 58.65649999999733 59.780999999988133 57.562500000000007 47.627142857143305 55.805000000011212 49.547000000005944 8.3125000000109157 50.218499999999047 54.405999999988133 46.030999999988133 6.2204183540893956 5.7448890437333135 2.5000000000000004 16.110599999999508 12.131123938028015 8.9839999999976516 16.500000000000004 8.9380000000010131 10.827999999999522 16.418422099975135 8.867000000000191 45.314269230768339 48.929499999987463 1.6404877323611058 17.500000000000004 8.8744999999998999 8.8285000000005329 43.570499999998908 13.500000000000002 45.156499999999149 1.547149637234309 42.655999999999047 45.140500000001346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 12 10 -10 -9 -5 13 23 -14 16 20 18 -17 -19 -16 34 -23 24 29 28 27 -27 -26 31 -31 33 -33 -1 -21 right_child=-2 -3 -4 11 5 -7 -8 8 9 -11 -12 -13 14 -15 15 17 -18 19 -20 21 -22 22 -24 -25 25 26 -28 -29 -30 30 -32 32 -34 -35 -36 leaf_value=1.1149814499765408e-07 -0.00091955681465793289 0.0013670121320005489 -0.00063662701375472345 -0.00012424450536793711 0.00061861031688194268 -1.5402510061339562e-06 -0.00037325680906149405 0.00013795915940881059 0.00026907609488343372 -0.00040552766911318108 0.000702958164041104 -0.00052571980064707404 0.00040200687250309701 -0.001085816304366191 0.00056923711334043339 6.0635649292555016e-05 -0.00010493614141142672 0.00037829152721000634 -0.00044626102830205058 3.2206396184199272e-06 0.00020711744625107176 -3.0997866044444487e-05 0.00034401303429036243 0.00025741775694415305 1.544784796242763e-05 -0.00064898123242768438 0.00029952471001350167 3.3899374729402892e-05 -0.00059062536120145807 -0.00010099032573972544 0.00040044689843561773 9.2435027146799963e-05 -0.00048440341615651631 0.00029952564943383156 -0.00021860077846363505 leaf_weight=179546 24 24 33 20 22 27 23 24 25 23 20 20 20 35 21 23 28 21 21 103 28 26 24 22 24 21 38 35 27 31 36 28 26 20 37 leaf_count=179546 24 24 33 20 22 27 23 24 25 23 20 20 20 35 21 23 28 21 21 103 28 26 24 22 24 21 38 35 27 31 36 28 26 20 37 internal_value=0 1.08069e-07 -7.37096e-08 4.26254e-08 1.15074e-07 0.000276477 3.9805e-08 8.76133e-08 0.000160969 -5.36313e-05 0.000395621 -0.000325846 5.32236e-09 -1.20126e-07 6.41904e-05 4.37322e-05 0.000192535 -1.10415e-06 -0.000180762 3.62432e-05 0.000363056 -1.45444e-06 0.000148523 9.11268e-08 5.94621e-08 -0.000114465 -1.07583e-05 -0.000221835 -0.000304984 1.52046e-07 0.000168067 8.92383e-08 -0.000184871 1.45036e-07 -5.52301e-05 internal_weight=0 180502 180478 180445 180405 49 180356 180333 92 48 44 40 180241 179889 352 332 77 255 44 211 49 190 50 179854 179832 145 94 56 51 179687 67 179620 54 179566 140 internal_count=180526 180502 180478 180445 180405 49 180356 180333 92 48 44 40 180241 179889 352 332 77 255 44 211 49 190 50 179854 179832 145 94 56 51 179687 67 179620 54 179566 140 is_linear=0 shrinkage=0.01089 Tree=986 num_leaves=39 num_cat=0 split_feature=18 63 41 28 21 43 34 32 38 32 64 44 18 28 39 28 50 50 50 5 19 63 21 37 38 44 28 37 37 43 35 18 18 19 59 52 21 19 split_gain=0.279892 0.598176 0.259378 0.0536637 0.0098099 0.674465 0.0213078 0.020639 0.0329615 0.0200895 0.0176186 0.0170156 0.0159426 0.0107525 0.0252838 0.0184584 0.0108025 0.010355 0.0117772 0.0150987 0.0122398 0.0134963 0.00953716 0.0205544 0.0132194 0.00952944 0.0111071 0.0318233 0.0194016 0.016673 0.0144816 0.0171251 0.0104268 0.0152344 0.00902858 0.00730324 0.00222852 0.000556758 threshold=58.65649999999733 15.150895800952247 66.922000000002313 52.624499999976258 5.6123065222685531 10.493140000000041 8.7574999999997107 8.9840000000021991 9.1255000000001036 8.8130000000010131 8.4060000000017698 34.405999999988133 55.805000000011212 50.031500000011881 21.345206968380396 48.586000000012071 36.656500000011881 29.374999999998185 9.9059999999990413 -0.68096195430208828 19.406500000004602 12.302365203588453 4.9670715844600091 18.463923076923283 31.311999999990807 37.250000000003645 33.280999999988133 19.53003846153857 21.175461538460628 18.593759999999897 52.594000000011881 19.890500000000433 48.061999999987172 42.922000000000487 42.312499999985455 8.9139999999993069 7.2036503333302369 17.859500000005941 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 12 -6 9 -8 -9 10 -7 17 13 15 -15 16 22 18 19 -10 36 34 25 -24 -25 26 30 -28 -29 -30 32 -32 33 -1 -22 -23 -20 -38 right_child=1 -3 -4 -5 5 6 7 8 11 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 21 35 23 24 -26 -27 27 28 29 -31 31 -33 -34 -35 -36 -37 37 -39 leaf_value=-5.0865958723459142e-09 0.0021963680601876151 -0.00034393927298458782 -0.0012097184002466393 0.00048528643753225015 -0.0019542469093913632 -0.00012387883610784467 -0.00029038171491772038 0.00035460571596844292 -3.8505704010937519e-06 0.00048346601660138091 0.00030169067495351389 -0.00026962174441769789 -0.00029981465393896279 -7.8693554408788301e-05 0.0004054772284971387 -0.00024992762852691595 0.00023102793863463415 0.00025426716185937445 0.00013604937185046645 0.00036138451492819884 -0.00018205013670099989 -0.00012604871326830425 0.0003852353596883402 -0.00019951037126075941 0.00017775441331937904 -0.00020835720341406237 0.00038765283508285724 -0.0002407062252713426 0.0002850534444248917 2.6176482559578337e-05 1.130916053638756e-05 -0.00043257097199647312 0.000248484338944142 -0.00024135566796710663 0.00012302807725441203 -0.00041950031533601002 3.6490684746956915e-05 -3.2883180943442829e-05 leaf_weight=179389 21 23 21 27 21 23 25 34 34 23 23 26 21 26 25 35 24 21 25 22 20 20 24 22 22 26 32 29 33 281 21 20 20 31 27 21 42 20 leaf_count=179389 21 23 21 27 21 23 25 34 34 23 23 26 21 26 25 35 24 21 25 22 20 20 24 22 22 26 32 29 33 281 21 20 20 31 27 21 42 20 internal_value=0 0.000868325 -1.23555e-07 1.71352e-08 -5.5354e-08 -5.21894e-05 4.62217e-05 1.04322e-05 3.46427e-05 0.000220561 8.83453e-05 -4.41393e-06 6.81163e-08 1.0328e-07 0.000158172 5.83236e-08 1.07122e-07 2.28593e-05 1.68096e-06 0.000139223 -4.21858e-05 -0.000132812 7.61432e-08 0.000129 -1.02542e-05 2.72376e-08 5.75402e-08 5.92611e-05 2.85212e-05 5.34889e-05 -6.60099e-08 -0.000204654 -1.90853e-08 -4.69698e-08 -6.22715e-06 -0.000277167 4.91736e-05 1.3662e-05 internal_weight=0 44 180556 180535 180508 427 406 337 312 69 46 278 180081 180060 51 180009 179974 252 231 56 175 88 179950 68 44 179882 179856 375 343 314 179481 41 179440 179420 47 41 87 62 internal_count=180600 44 180556 180535 180508 427 406 337 312 69 46 278 180081 180060 51 180009 179974 252 231 56 175 88 179950 68 44 179882 179856 375 343 314 179481 41 179440 179420 47 41 87 62 is_linear=0 shrinkage=0.01089 Tree=987 num_leaves=40 num_cat=0 split_feature=18 63 41 22 22 19 63 21 65 38 28 18 47 44 11 44 25 18 63 19 22 39 18 23 21 34 23 39 32 21 32 22 51 19 33 21 52 25 59 split_gain=0.273831 0.585236 0.253765 0.0831396 0.041926 0.0291763 0.072733 0.0141191 0.656001 0.022647 0.0371249 0.0274315 0.0159736 0.0145198 0.0129439 0.0110164 0.0150861 0.0200137 0.00961142 0.0153164 0.00906771 0.0196702 0.0162902 0.0198267 0.0394439 0.0433868 0.0209375 0.0340807 0.0185772 0.00984517 0.0207603 0.00756159 0.0061405 0.0152083 0.00684633 0.00576031 0.00559659 0.00316264 0.00168288 threshold=58.65649999999733 15.150895800952247 66.922000000002313 56.64099999999781 52.76599999999781 51.671999999999578 15.76928864354001 5.6123065222685531 33.875500000009204 8.8909999999978044 8.804499999989277 41.58849999999439 38.586000000012071 9.9370000000017189 0.68301270189221941 45.406000000002685 49.187499999998188 50.218499999999047 11.526264676724244 30.148249999994281 46.030999999988133 16.716594613371608 46.030999999988133 44.687499999989093 2.916815472395152 42.156500000000968 41.968500000002685 14.034888463932218 40.695500000001637 4.8953002461536661 16.062000000001721 13.398499999999332 16.418422099975135 19.984499999998665 8.5872327192671687 4.275874705823818 8.8130000000128366 19.359375000000004 50.812499999985455 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 4 5 7 -7 15 -9 10 12 13 -10 -11 -13 16 20 -18 19 31 22 -22 23 26 25 -25 29 -28 -29 35 -31 37 33 38 -35 -1 -34 -15 -20 right_child=1 -3 -4 -5 -6 6 -8 8 9 11 -12 14 -14 18 -16 -17 17 -19 32 -21 21 -23 -24 24 -26 -27 27 28 -30 30 -32 -33 36 34 -36 -37 -38 -39 -40 leaf_value=2.2080017225395423e-08 0.0021724738019139917 -0.00034019730491757115 -0.0011965579239766354 0.00070173411121304667 -0.00039407460733361017 0.00072163418044830232 -4.9665458943646249e-05 -0.0019869386529374621 0.0002385581810946345 0.00030510788393753161 0.0005897338284610058 -0.00047090032392155728 -0.00011944659421635483 0.00018381900754764396 -7.7176045733750643e-05 -0.00019586728272967137 0.00033234462361525366 -9.6281502104100507e-05 8.8440139455161408e-05 0.00036341374471455417 9.5664254176163662e-05 -0.00035147930336022759 0.00022850956210647113 0.00034630739783171979 -0.00047459682774492326 -0.00033105581873118194 0.00044335772944289998 0.00021475370510931082 -0.00013217115457475368 0.00041544131038054061 5.7437852222796529e-06 -0.00015691480006724243 -6.196952394061766e-05 -0.00036993285148528187 -0.00011679336351856023 -9.6719623685114465e-05 0.00014137629458373045 1.3717469921396457e-05 -3.8153662764241477e-05 leaf_weight=179498 21 23 21 20 32 23 39 20 29 21 21 20 30 24 20 34 36 20 32 20 21 26 37 24 31 21 33 33 41 21 49 20 31 22 31 73 33 29 20 leaf_count=179498 21 23 21 20 32 23 39 20 29 21 21 20 30 24 20 34 36 20 32 20 21 26 37 24 31 21 33 33 41 21 49 20 31 22 31 73 33 29 20 internal_value=0 0.000858872 -1.22212e-07 1.69461e-08 -6.07291e-08 9.02325e-09 0.000236164 -7.20036e-08 -6.29127e-05 3.26033e-05 0.000196626 -7.94598e-06 5.60752e-05 2.97025e-05 -0.000274875 7.55272e-08 1.12723e-07 0.000178791 7.49942e-06 9.64909e-05 5.69308e-08 -0.00015115 9.66148e-08 4.94364e-08 -0.00017578 2.95825e-05 1.23955e-07 0.000152398 2.21817e-05 3.3083e-08 0.000129137 2.28978e-05 -4.13144e-05 -9.26389e-05 -0.000222498 -1.71051e-08 4.24603e-05 9.13095e-05 3.92223e-05 internal_weight=0 44 180556 180535 180515 180483 62 180421 423 403 80 323 59 283 40 179998 179964 56 262 93 179908 47 179861 179824 76 45 179748 107 74 179641 70 73 169 105 53 179571 64 53 52 internal_count=180600 44 180556 180535 180515 180483 62 180421 423 403 80 323 59 283 40 179998 179964 56 262 93 179908 47 179861 179824 76 45 179748 107 74 179641 70 73 169 105 53 179571 64 53 52 is_linear=0 shrinkage=0.01089 Tree=988 num_leaves=27 num_cat=0 split_feature=29 29 29 29 8 29 18 55 55 25 47 21 18 45 6 38 55 18 32 32 25 39 18 23 40 34 split_gain=0.111397 0.107583 0.0922409 0.024358 0.0868692 0.0338685 0.0164131 0.0275404 0.0109106 0.0144603 0.0108769 0.0095808 0.692297 0.0202676 0.0226008 0.0114215 0.0232811 0.018887 0.00932811 0.015632 0.028869 0.0232022 0.0247774 0.0182727 0.0517264 0.0099605 threshold=65.827999999997715 65.156500000000975 60.297000000000487 57.479000000003005 -0.5 56.546500000000385 52.155999999988133 21.247097938144325 31.20682989690722 24.132749999997035 68.312500000000014 6.0100540866782692 9.1244999999998999 4.1628201352519021 -0.84646129610493615 8.8909999999978044 16.643041237113405 42.655999999999047 51.500000000000007 48.061999999987172 47.412250000003048 17.120520590932681 48.83649999999944 44.687499999989093 9.3205000000107265 38.406000000002685 decision_type=2 2 2 2 2 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 -5 6 8 -8 10 -10 11 18 -13 -14 -15 16 -16 -17 19 20 23 -21 -23 25 -25 -1 right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 -12 12 13 14 15 17 -18 -19 -20 21 -22 22 -24 24 -26 -27 leaf_value=1.2295842217220617e-07 0.00079269649478365921 -0.00076121754985394841 0.00067477507557091234 0.00030971117487968935 -0.00059077202220580831 0.00040060046972683808 -0.00039984900085558863 0.00010991814837153584 -4.0770144439402024e-06 0.00038758471039250226 -0.00025388030415044702 -0.0020247498869251546 0.00037004134195826681 0.00033704220382117019 -4.3339308395501708e-05 1.0354997503778958e-05 0.00040454016979649148 -0.0002902204378875693 0.00023511979270448546 -0.0003915661757115454 0.00037761291351869297 0.00021113100392888387 -0.00029432956876370656 -0.00025000278360015816 0.00029706795180149464 0.0002218920352532007 leaf_weight=179759 21 22 24 21 32 25 31 21 25 20 20 20 23 27 32 214 24 28 20 30 24 27 20 96 26 24 leaf_count=179759 21 22 24 21 32 25 31 21 25 20 20 20 23 27 32 214 24 28 20 30 24 27 20 96 26 24 internal_value=0 -9.86675e-08 -5.71492e-09 -9.56248e-08 -0.000233473 -2.69313e-08 -8.26169e-08 -0.000193488 -2.67101e-08 0.00016948 -6.9163e-08 -4.084e-08 -5.5548e-05 5.76615e-05 3.54467e-05 8.00594e-06 0.000148195 -2.43303e-05 7.24777e-08 4.61807e-08 1.12731e-07 -0.000155063 -3.4055e-06 6.21727e-08 -0.000133156 1.52744e-07 internal_weight=0 180635 180613 180589 53 180536 180511 52 180459 45 180414 180394 368 348 325 298 56 242 180026 180006 179929 77 47 179905 122 179783 internal_count=180656 180635 180613 180589 53 180536 180511 52 180459 45 180414 180394 368 348 325 298 56 242 180026 180006 179929 77 47 179905 122 179783 is_linear=0 shrinkage=0.01089 Tree=989 num_leaves=37 num_cat=0 split_feature=35 18 44 21 18 32 32 32 61 25 62 32 25 18 44 23 45 22 38 18 35 64 10 32 32 55 61 32 27 32 31 22 25 31 21 38 split_gain=0.0913482 0.0767694 0.0258046 0.0122934 1.14211 0.159083 0.0500042 0.0488045 0.0407246 0.0373553 0.0232232 0.0193171 0.056678 0.0348956 0.0558667 0.0263196 0.0218193 0.0161907 0.0148213 0.0311986 0.0252634 0.0198566 0.0104944 0.00993831 0.0480278 0.0305939 0.0224754 0.0203941 0.0256446 0.01061 0.0332377 0.0217278 0.0113285 0.0334066 0.0124723 0.00275519 threshold=66.218500000000873 58.65649999999733 49.250000000000007 3.1377863415153051 8.9220000000002546 51.500000000000007 52.624499999976258 49.453499999999629 10.020821243523347 46.089875000002401 11.132500000003349 49.453499999999629 47.412250000003048 47.344000000011881 23.929499999989279 46.141000000010543 21.046446304073697 43.937500000000007 8.8909999999978044 45.156499999999149 40.655999999988133 8.9845000000000272 -0.34552334190817774 42.40649999999733 44.219000000011881 20.991943298968881 19.762468911917107 40.469000000011881 2.2353091138583965 33.676999999988773 28.580357142857146 39.063000000009204 31.351499999999763 29.486571428569736 2.4635600256361925 45.515499999999527 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 7 11 8 -6 10 17 12 13 15 -15 23 35 18 20 21 22 -20 -10 27 25 -25 -26 29 -29 32 -31 -32 34 -34 -1 -13 right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12 16 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 -28 28 -30 30 31 -33 33 -35 -36 -37 leaf_value=-3.2926244673615774e-08 0.00061091429285114161 -0.00051736047198317555 0.00033649741587756416 -0.0024905955024631158 0.00051422448290202433 -0.0007763090297540666 0.000400337828907923 0.00049004910378119869 0.00015476698420242309 -0.00038895164662066707 0.00039643437411852162 -0.00043534742121346443 0.00047327021024457357 -0.00071530251195744889 -1.1493022040763539e-05 0.00039496203526528158 8.9499204063556259e-05 0.00030589601482205407 -1.3155468463091918e-05 -0.00033606293242028761 0.00039793686523335468 0.00019069689048042092 -4.2607660453089842e-05 0.00067470741916227409 -0.000379433926050813 7.78891781373168e-05 0.00012402432943867112 -0.00051992759323980407 -3.516507858370172e-05 0.00043045782027699577 -5.1980575876004327e-06 0.00033933143721932081 -0.00025468265768109871 0.00011360124283622927 7.5298939429967732e-05 -0.00024884499631737676 leaf_weight=178579 29 34 27 22 20 29 37 28 56 26 20 20 30 21 37 20 21 23 561 33 29 63 74 21 22 20 20 20 37 27 224 24 72 49 261 20 leaf_count=178579 29 34 27 22 20 29 37 28 56 26 20 20 30 21 37 20 21 23 561 33 29 63 74 21 22 20 20 20 37 27 224 24 72 49 261 20 internal_value=0 -1.04496e-07 -6.89852e-09 -5.74088e-08 -3.84437e-05 1.76595e-05 1.52775e-07 4.23849e-05 2.84927e-05 1.74724e-05 2.98155e-05 7.01047e-08 1.36121e-07 5.68156e-08 -0.000266966 1.43332e-07 -0.000193654 2.10332e-05 1.29623e-05 -9.83188e-06 0.000107313 7.38719e-06 4.22137e-05 9.91095e-08 0.00011922 0.000384442 -0.000139091 4.37962e-08 -0.000205873 1.0946e-07 6.76972e-05 2.8058e-05 5.43868e-09 -0.00010532 7.68676e-08 -0.000342969 internal_weight=0 180627 180593 180566 984 962 179582 933 905 885 859 179545 179484 179454 58 179396 61 839 816 657 159 624 130 179376 83 41 42 179293 57 179236 275 248 178961 121 178840 40 internal_count=180656 180627 180593 180566 984 962 179582 933 905 885 859 179545 179484 179454 58 179396 61 839 816 657 159 624 130 179376 83 41 42 179293 57 179236 275 248 178961 121 178840 40 is_linear=0 shrinkage=0.01089 Tree=990 num_leaves=29 num_cat=0 split_feature=18 61 41 44 28 26 19 41 28 28 34 28 43 28 58 5 62 35 34 39 43 63 19 63 52 18 40 55 split_gain=0.333165 1.01453 0.0822453 0.0238466 0.0262945 0.0178351 0.0441927 0.0446222 0.00970032 0.0118592 0.0376219 0.0192453 0.0348085 0.0173632 0.0322116 0.0204812 0.0126133 0.00795449 0.0508149 0.0131056 0.790488 0.00813395 0.0234843 0.0220652 0.00332337 0.0022016 0.0703391 0.0401049 threshold=58.65649999999733 18.196971502590682 66.219000000002794 49.250000000000007 51.437500000000007 54.124749999988133 51.671999999999578 54.906500000011881 48.586000000012071 43.835500000002874 13.900999999999955 41.650499999985193 24.475619999999548 38.772999999999236 8.8595000000020736 -0.45899251994083751 9.1255000000001036 12.343999999999825 7.7030000000117989 2.2430434859471453 9.9407400000002237 11.526264676724244 39.890750000005944 11.283797699357692 7.6324999999997098 7.6324999999997098 5.2884999999896545 9.7836649484536107 decision_type=2 2 2 2 2 2 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 3 4 5 6 8 -8 9 11 -11 13 -13 17 15 -15 -12 19 -19 25 -21 23 -23 -20 -22 27 -27 -1 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 16 12 -14 14 -16 -17 -18 18 21 20 24 22 -24 -25 -26 26 -28 -29 leaf_value=-3.8967926333752744e-07 0.0025267558750361029 -0.00078183038254269854 -0.00057003155447490125 0.0003361759562565977 -0.00031207313535306502 -0.00032499261268668185 -2.2666697228846296e-05 0.0006484683261867648 -0.00020635128817811537 0.00054020458712074641 0.00018349893035719491 -0.0005272845525568096 1.7190309300588671e-05 -0.00023148475252484206 0.00040830127884815742 0.00023167308119128766 -0.00017699963179024285 0.00052389108678658038 1.7227591851333943e-05 -0.0021820256612439565 0.0001337990373026266 3.0633667275115383e-06 -0.00015199885053865419 0.00023335023511121739 -1.3240792009187568e-06 0.00063483677790882758 3.9087449489093258e-06 -0.00039845278456816487 leaf_weight=167091 23 21 30 25 32 20 22 25 27 20 20 23 35 26 35 20 27 23 3282 20 22 1572 125 57 1082 21 6757 30 leaf_count=167091 23 21 30 25 32 20 22 25 27 20 20 23 35 26 35 20 27 23 3282 20 22 1572 125 57 1082 21 6757 30 internal_value=0 0.000947413 -8.68925e-08 7.78075e-09 -3.86882e-08 1.65503e-08 5.27817e-08 0.000333863 -3.41132e-08 -3.0372e-09 0.00014483 -5.70518e-08 -0.000198359 6.65724e-09 0.000159391 -2.94962e-05 -2.29936e-05 -6.48982e-08 1.3397e-05 -4.54172e-07 -3.75198e-05 1.10578e-05 -8.34386e-06 2.09268e-05 1.34603e-06 -2.14433e-07 5.86959e-06 -4.61352e-07 internal_weight=0 44 180469 180439 180414 180382 180362 47 180315 180288 67 180221 58 180163 81 46 47 180082 5059 175023 1124 5036 1697 3339 1104 173899 6778 167121 internal_count=180513 44 180469 180439 180414 180382 180362 47 180315 180288 67 180221 58 180163 81 46 47 180082 5059 175023 1124 5036 1697 3339 1104 173899 6778 167121 is_linear=0 shrinkage=0.01089 Tree=991 num_leaves=22 num_cat=0 split_feature=18 27 47 41 22 28 28 28 28 41 3 28 43 28 58 57 22 19 22 22 21 split_gain=0.32595 1.1107 0.097862 0.0961606 0.0425898 0.0249037 0.0249725 0.0213491 0.0223839 0.0394408 0.0373964 0.0254491 0.0431469 0.0145737 0.0347249 0.0212276 0.0144928 0.0407178 0.0456717 0.0173325 0.0117975 threshold=58.65649999999733 4.7754897132163245 66.922000000002313 65.265999999997817 56.64099999999781 51.437500000000007 50.031500000011881 48.586000000012071 43.835500000002874 57.625500000009204 2.5000000000000004 41.650499999985193 24.475619999999548 38.772999999999236 8.8595000000020736 13.286261553940721 50.155999999988133 48.812750000011881 43.937500000000007 42.187500000000007 6.2204183540893956 decision_type=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 4 -4 5 6 7 8 11 10 -10 13 -13 16 15 -15 17 18 19 20 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=-1.7196546149454336e-07 -0.00071506655493476761 0.002746824460253176 -2.727446576933604e-05 -0.0010716773003051616 0.00050227596884325134 -0.00033059790844418622 0.00029080066245942582 -0.00027279896714118939 7.0749549453276168e-05 -0.00019622322646041269 0.00065647963774890193 -0.0005815942615921073 1.7003224653502831e-05 0.00018312781327175042 0.00040385757579236662 -0.00029474536236760951 -0.0002570289173913297 0.00042269588252228887 -0.00046529838354386356 0.00028103166472296618 6.1548627868634716e-05 leaf_weight=179627 23 21 22 20 20 27 35 34 27 22 25 24 35 22 35 22 26 27 25 26 368 leaf_count=179627 23 21 22 20 20 27 35 34 27 22 25 24 35 22 35 22 26 27 25 26 368 internal_value=0 0.000937098 -8.59444e-08 -0.000525558 3.62839e-08 -1.93002e-08 3.00675e-08 -2.62437e-08 2.50697e-08 0.000189359 0.000353036 -5.25339e-08 -0.000226146 2.13744e-08 0.00014788 -5.52067e-05 -4.3347e-08 -6.05785e-09 -6.96505e-08 -4.83432e-09 -4.56166e-08 internal_weight=0 44 180469 42 180427 180407 180380 180345 180311 74 52 180237 59 180178 79 44 180099 180073 180046 180021 179995 internal_count=180513 44 180469 42 180427 180407 180380 180345 180311 74 52 180237 59 180178 79 44 180099 180073 180046 180021 179995 is_linear=0 shrinkage=0.01089 Tree=992 num_leaves=17 num_cat=0 split_feature=29 34 18 29 34 29 29 18 44 34 26 19 43 27 27 43 split_gain=0.104627 0.0715941 0.141684 0.0506836 0.0205513 0.0224474 0.0346087 0.0329972 0.0279286 0.0148079 0.0111222 0.0206358 0.0499983 0.00758981 0.070077 0.0169483 threshold=65.827999999997715 50.780999999988133 58.65649999999733 58.297500000011503 48.788999999997039 57.479000000003005 56.546500000000385 54.156499999999149 48.140500000004984 45.444999999999716 50.765750000005944 48.812750000011881 24.12123999999989 5.1972120570014431 4.2418810587622078 23.604800000000544 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -13 14 -1 -15 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 15 -16 -17 leaf_value=5.7921819716734107e-08 0.00076835232422090873 0.00058250601376207925 -0.00072437554797350281 0.00050026238317498666 -0.00034047530229428593 -0.00032611068563546096 0.00045283325437374161 -0.00043139077533036049 0.00037937146844169785 0.00029618828294902805 -0.00023430376813790416 -0.00015854686087987495 0.00058482077302096289 6.2366055990094673e-05 -0.00018851117168396832 -2.7700030367838228e-05 leaf_weight=179346 21 25 32 24 21 25 20 21 23 20 24 20 23 669 234 393 leaf_count=179346 21 25 32 24 21 25 20 21 23 20 24 20 23 669 234 393 internal_value=0 2.47854e-08 -5.56297e-08 7.24557e-08 5.86134e-09 4.55975e-08 9.08897e-08 4.05938e-08 9.09219e-08 4.2456e-08 9.49203e-09 4.07961e-08 0.000238517 -1.58455e-08 -1.87659e-07 2.90106e-05 internal_weight=0 180920 180895 180863 180839 180818 180793 180773 180752 180729 180709 180685 43 180642 179580 1062 internal_count=180941 180920 180895 180863 180839 180818 180793 180773 180752 180729 180709 180685 43 180642 179580 1062 is_linear=0 shrinkage=0.01089 Tree=993 num_leaves=17 num_cat=0 split_feature=29 34 24 29 34 29 29 24 23 34 28 20 43 21 39 21 split_gain=0.102363 0.0700446 0.138617 0.0495867 0.0201066 0.0219616 0.0338599 0.0322832 0.0449355 0.0147423 0.0133853 0.022776 0.0232197 0.0130357 0.717429 0.0136377 threshold=65.827999999997715 50.780999999988133 58.65649999999733 58.297500000011503 48.788999999997039 57.479000000003005 56.546500000000385 54.156499999999149 53.765500000001346 45.444999999999716 45.515499999999527 48.812750000011881 26.268760000000043 4.275874705823818 2.6633358890251526 2.8839350070722829 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 8 9 10 11 13 -13 15 -15 -1 right_child=-2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 leaf_value=-1.1605413444341673e-08 0.0007599933657247435 0.0005761678904845916 -0.00071649233735127419 0.00049481934660669752 -0.0003367712789497076 -0.00032256236326467375 0.00044790711405682951 -0.00042669767806183316 0.00051597483441152402 0.00028840651853765027 -0.00024235887460690971 -1.2611422182809709e-06 0.00049770112078664156 -0.0020770820296187524 2.1048496700100845e-05 5.9102037762946027e-05 leaf_weight=179599 21 25 32 24 21 25 20 21 20 21 27 22 22 20 557 464 leaf_count=179599 21 25 32 24 21 25 20 21 20 21 27 22 22 20 557 464 internal_value=0 2.45144e-08 -5.50241e-08 7.16657e-08 5.79427e-09 4.50998e-08 8.99009e-08 4.01505e-08 8.99327e-08 3.26305e-08 -7.61367e-10 3.53299e-08 0.000247711 -2.48742e-08 -5.17027e-05 1.40576e-07 internal_weight=0 180920 180895 180863 180839 180818 180793 180773 180752 180732 180711 180684 44 180640 577 180063 internal_count=180941 180920 180895 180863 180839 180818 180793 180773 180752 180732 180711 180684 44 180640 577 180063 is_linear=0 shrinkage=0.01089 Tree=994 num_leaves=31 num_cat=0 split_feature=18 62 41 29 19 29 39 18 18 21 64 64 11 64 21 0 53 56 31 51 26 49 23 47 41 19 23 39 21 21 split_gain=0.0872461 0.753807 0.223742 0.023862 0.0133866 0.0263124 0.0215499 0.0457954 0.0306917 0.0139088 0.644445 0.0182505 0.0232872 0.0184564 0.0231778 0.0229369 0.0186382 0.0117202 0.0168244 0.0140148 0.010355 0.0324825 0.0160475 0.0849436 0.0661157 0.0441168 0.0174185 0.0351181 0.00823834 0.00666837 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 58.297500000011503 54.578249999999578 56.546500000000385 21.345206968380396 53.085999999999338 47.344000000011881 5.6123065222685531 5.9369999999908041 8.9369999999989904 -0.24999999999999994 8.7650000000033987 18.583473316347547 12.500000000000002 46.90649999999733 36.156500000011881 47.627142857143305 21.394015849084017 47.10924999999407 23.563142857142804 44.687499999989093 50.780999999988133 46.84399999999733 47.89049999999407 41.968500000002685 16.106744873648591 9.5735187104838566 4.8953002461536661 decision_type=2 2 2 2 2 2 2 2 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 3 4 5 6 7 9 -8 17 -11 12 -12 14 16 -15 -14 18 20 -20 22 -22 26 24 -24 -25 29 -28 -13 -1 right_child=1 -3 -4 -5 -6 -7 8 -9 -10 10 11 28 13 15 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=-2.3841275569328176e-08 0.0016965232474710087 -0.0011139241975129102 -0.0011236113190564848 0.00026921929991519637 -0.00025716740768350126 0.00032780804111107035 1.1495555731571467e-06 -0.00042548314456816418 0.00053025315947628055 -0.0019211501495970701 -0.00034204052331025364 0.00040162622885299513 0.00011946233089954545 -0.00036791005814895694 0.00041035941463870624 4.2196543300673588e-05 -7.3138062663335421e-05 0.000240556718929527 -0.00030532756675378847 2.8088196330331803e-05 0.00039955082927284108 -0.00017417676304596667 -0.00040731594036998988 -0.00089013485902309343 0.00032473648957496553 -0.0001734773825848956 0.00026938530621556215 -0.00021185007351323158 9.7927186693242679e-05 0.0001078204528627147 leaf_weight=179463 26 20 21 39 24 29 32 30 22 21 21 21 147 28 22 38 100 24 39 24 28 20 21 20 48 21 71 24 22 68 leaf_count=179463 26 20 21 39 24 29 32 30 22 21 21 21 147 28 22 38 100 24 39 24 28 20 21 20 48 21 71 24 22 68 internal_value=0 0.000474038 -1.78788e-07 -4.77749e-08 -1.06163e-07 -7.1781e-08 -1.24688e-07 -1.89993e-07 0.000217346 -1.19021e-07 -6.27127e-05 3.51273e-05 9.44335e-06 3.15796e-05 7.16849e-05 -0.000131431 4.13748e-05 2.69889e-08 -4.98343e-09 -0.000177906 5.72237e-08 0.00015995 1.43501e-08 -0.000131466 0.00010148 -0.000524021 9.5036e-08 0.000147499 0.000247014 1.68648e-08 internal_weight=0 46 180488 180467 180428 180404 180375 180321 54 180291 420 399 356 335 269 66 247 179871 179847 63 179784 48 179736 110 69 41 179626 95 43 179531 internal_count=180534 46 180488 180467 180428 180404 180375 180321 54 180291 420 399 356 335 269 66 247 179871 179847 63 179784 48 179736 110 69 41 179626 95 43 179531 is_linear=0 shrinkage=0.01089 Tree=995 num_leaves=31 num_cat=0 split_feature=18 62 41 29 19 29 39 27 18 50 29 27 34 39 19 39 51 63 29 26 27 26 39 50 38 59 34 5 19 63 split_gain=0.0853549 0.737496 0.2189 0.0233454 0.0130969 0.0257429 0.0210846 0.0556803 0.0448041 0.00833842 0.00716037 0.758161 0.0134706 0.00825369 0.0447319 0.0330918 0.0347652 0.0282463 0.0112126 0.0201334 0.00219035 0.0281843 0.00231746 0.00165132 0.000892368 0.0186637 0.0100408 0.00729675 0.00302344 0.00174975 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 58.297500000011503 54.578249999999578 56.546500000000385 21.345206968380396 1.5087117010388602 53.085999999999338 44.437500000000007 10.312999999998285 0.95846022347764104 7.7969999999977526 16.716594613371608 48.812750000011881 17.120520590932681 11.893645225854469 11.815852060709149 51.515499999990432 43.031500000000968 0.45472372565136648 8.1872500000026793 0.35090346762195135 10.686999999988986 8.0625000000000018 26.405999999988129 7.6324999999997098 -0.68096195430208828 7.8242500000001209 2.6986104775861857 decision_type=2 2 2 2 2 2 2 2 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 3 4 5 6 8 -8 9 10 11 20 -12 14 18 -15 -17 -18 19 -14 24 -22 -23 -24 25 29 27 -26 -28 -1 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 12 -13 13 15 -16 16 17 -19 -20 -21 21 22 23 -25 26 -27 28 -29 -30 -31 leaf_value=-3.9679401493521368e-07 0.0016780631958827638 -0.0011018063121964836 -0.0011113875527321633 0.00026628910343778347 -0.0002543693304054356 0.00032424082189605929 -7.4220733282449007e-05 0.00063657732134185117 -0.00042085291359209817 -0.00019890380629501711 0.00029410939349931004 -0.0019350308873691421 1.0678058461174522e-05 -0.00038432156575286412 0.00052750134932063935 0.00042863739104341368 -0.00035361443755391615 1.7925482150776571e-05 -0.00020166021132467926 0.0002146933997800261 0.00038686896056824106 8.9588644429841342e-05 5.8638570544298291e-08 -9.9396170198606275e-05 3.0086177840670297e-05 -0.00026331746343868104 -0.00013109390445743797 0.00032228816600081688 2.892459385178537e-06 7.7705194242848045e-05 leaf_weight=167063 26 20 21 39 24 29 32 22 30 25 20 24 5211 31 20 20 30 126 29 58 24 33 331 21 21 32 20 20 7098 34 leaf_count=167063 26 20 21 39 24 29 32 22 30 25 20 24 5211 31 20 20 30 126 29 58 24 33 331 21 21 32 20 20 7098 34 internal_value=0 0.000468872 -1.76842e-07 -4.72522e-08 -1.05006e-07 -7.09969e-08 -1.2333e-07 0.000214987 -1.87927e-07 -1.17727e-07 -8.99811e-08 -4.76783e-07 1.2093e-05 1.1066e-05 1.36962e-05 -5.63688e-05 1.27767e-06 -5.33854e-05 1.17493e-05 1.29299e-05 -2.10619e-07 2.49597e-05 2.30717e-06 -5.80172e-06 -2.69848e-07 -4.3127e-07 3.49473e-06 0.000173392 2.51171e-06 -3.80727e-07 internal_weight=0 46 180488 180467 180428 180404 180375 54 180321 180291 180266 174721 5545 5525 5318 207 176 156 5298 5269 174697 409 385 352 174288 167129 7159 41 7118 167097 internal_count=180534 46 180488 180467 180428 180404 180375 54 180321 180291 180266 174721 5545 5525 5318 207 176 156 5298 5269 174697 409 385 352 174288 167129 7159 41 7118 167097 is_linear=0 shrinkage=0.01089 Tree=996 num_leaves=28 num_cat=0 split_feature=18 62 29 29 29 25 49 18 32 18 44 22 22 23 22 50 35 21 33 32 32 45 44 50 21 21 23 split_gain=0.115123 0.885629 0.13119 0.0361827 0.0146161 0.0191999 0.128605 0.0326541 0.0290738 0.0242465 0.0180544 0.0353329 0.0337946 0.0210307 0.0209922 0.0161077 0.0157716 0.0156517 0.692613 0.0200943 0.0195829 0.0170791 0.0161365 0.0146455 0.0305256 0.00774876 0.010618 threshold=58.65649999999733 9.0940000000005075 65.156500000000975 58.297500000011503 57.479000000003005 49.187499999998188 23.71364285714262 51.437500000000007 51.078499999999629 54.156499999999149 35.969000000011881 44.46899999999733 46.030999999988133 49.65649999999733 36.969000000011881 11.811999999987167 49.101499999997039 5.4047706819994694 3.7827849751793177 45.602000000011692 43.781500000000058 4.1628201352519021 27.507499999999713 31.219000000000964 16.904094711047502 5.1258170568031334 44.687499999989093 decision_type=2 2 2 2 2 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 3 4 5 9 -7 8 -8 10 12 14 13 17 16 -14 -12 19 -19 20 25 -20 -21 24 -23 26 -1 right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 15 -15 -16 -17 -18 18 21 22 -22 23 -24 -25 -26 -27 -28 leaf_value=2.3908956599188276e-08 0.0019167498467942826 -0.0011559131977696819 -0.00088161417455232536 0.00041404370888918374 -0.00024447471045508284 0.00086760789744303227 -0.00012323589672166981 -0.00032416113878204223 0.00037763669233866967 -0.00033912650682385532 0.00040715732139652621 0.00053090837415587422 -7.6556174770561728e-05 0.00030945792299088887 -0.00014754118489007531 -0.00049132878958174306 -8.7075875609887628e-06 -0.0020424082842521239 0.00032314175188102547 -0.00039696133295566996 0.00026523445220964938 3.6969122358096384e-05 -3.4471209093391435e-05 0.0002710884029850486 -0.00028027333004012689 0.00018109035369357404 -0.00017520038087592992 leaf_weight=179573 25 20 20 25 29 23 29 32 26 25 22 22 21 26 38 24 21 20 23 27 33 292 32 25 41 28 41 leaf_count=179573 25 20 20 25 29 23 29 32 26 25 22 22 21 26 38 24 21 20 23 27 33 292 32 25 41 28 41 internal_value=0 0.000550606 -1.42988e-07 -4.50603e-08 -1.02624e-07 -6.31676e-08 0.000143752 -4.74588e-05 0.000113091 -1.51062e-07 -1.0387e-07 0.000144018 -1.86416e-07 -1.11713e-07 3.84835e-05 -0.000298511 0.000203513 -1.56585e-07 -6.81147e-05 -4.80316e-09 6.10374e-08 3.55581e-05 -0.000200909 1.69866e-05 -2.02298e-06 1.21399e-08 -1.59555e-08 internal_weight=0 45 180518 180498 180473 180444 110 87 55 180334 180309 103 180206 180161 81 45 43 180135 401 179734 179675 381 59 358 333 179642 179614 internal_count=180563 45 180518 180498 180473 180444 110 87 55 180334 180309 103 180206 180161 81 45 43 180135 401 179734 179675 381 59 358 333 179642 179614 is_linear=0 shrinkage=0.01089 Tree=997 num_leaves=25 num_cat=0 split_feature=18 62 41 22 28 28 34 28 9 2 22 65 35 29 2 29 55 27 27 44 29 50 34 62 split_gain=0.112628 0.866465 0.21357 0.047683 0.0266043 0.0252503 0.0103367 0.0378776 0.0580598 0.0270228 0.0267541 0.0237829 0.0204264 0.0193865 0.0290145 0.0179432 0.00808754 0.00719104 0.0968656 0.786556 0.0210235 0.0196904 0.0327158 0.0188789 threshold=58.65649999999733 9.0940000000005075 66.922000000002313 56.64099999999781 51.437500000000007 50.031500000011881 44.312500000000007 43.835500000002874 -0.81970999721622462 22.500000000000004 50.155999999988133 55.492500000000298 56.757999999999818 52.320500000011641 13.500000000000002 50.906500000011881 22.80799484536092 4.7754897132163245 4.2418810587622078 9.4610000000116106 48.132499999999716 9.3125000000000018 17.813000000000105 10.687500000000002 decision_type=2 2 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 3 4 5 6 7 10 -9 -8 12 -10 13 15 -15 17 -7 18 20 -20 -1 22 -19 -23 right_child=1 -3 -4 -5 -6 16 9 8 11 -11 -12 -13 -14 14 -16 -17 -18 21 19 -21 -22 23 -24 -25 leaf_value=-1.2471025975920178e-08 0.0018958941961363257 -0.0011433385937243453 -0.0010977386427521445 0.00051861319287626272 -0.00034175327140808343 0.00042875488253550479 4.5501535916865874e-05 0.00071730116048776386 0.00030933269280332247 -0.00046704710564762298 -0.00034929757963323056 -0.00019873060612131643 0.00025568713469905464 -0.0005105525717333184 -7.9156296506282196e-06 0.00029153007525078593 0.00011653938361529634 7.6286163093242695e-05 -0.0022844898466033896 4.9721148882411954e-05 -0.00028353531910550132 -1.4228132555467128e-05 0.00053639579409575926 0.00015244429983754035 leaf_weight=178877 25 20 21 21 27 20 31 22 20 20 26 24 37 22 36 25 20 221 20 118 31 769 20 90 leaf_count=178877 25 20 21 21 27 20 31 22 20 20 26 24 37 22 36 25 20 221 20 118 31 769 20 90 internal_value=0 0.000544607 -1.41435e-07 -1.34521e-08 -7.40133e-08 -2.26953e-08 -8.35223e-08 -3.95261e-08 0.000260754 -0.000155066 -1.3518e-07 3.16161e-05 -8.4625e-08 -1.37317e-07 -0.000199165 -7.30697e-08 0.000273484 -1.13725e-07 -2.8442e-07 -0.000288669 -6.17864e-08 2.76443e-05 0.000114628 3.20574e-06 internal_weight=0 45 180518 180497 180476 180449 180409 180358 66 51 180292 44 180266 180229 58 180171 40 180146 179046 138 178908 1100 241 859 internal_count=180563 45 180518 180497 180476 180449 180409 180358 66 51 180292 44 180266 180229 58 180171 40 180146 179046 138 178908 1100 241 859 is_linear=0 shrinkage=0.01089 Tree=998 num_leaves=39 num_cat=0 split_feature=18 29 20 18 18 9 18 23 21 61 23 44 18 21 16 45 2 9 61 39 21 28 39 26 37 47 21 28 46 46 18 41 18 21 44 32 20 18 split_gain=0.224648 0.188114 0.226466 0.0294291 0.0172909 0.0650542 0.0195729 0.0105903 0.829194 0.0157547 0.0203547 0.0238922 0.0173616 0.0108289 0.0255687 0.0242023 0.014776 0.0131109 0.0112145 0.0142639 0.043698 0.042018 0.0320993 0.0160894 0.00832587 0.00403085 0.0030666 0.0997348 0.00435046 0.0017478 0.00704216 0.00272517 0.000622325 0.000417161 0.00403093 0.00231512 0.000912691 0.000721387 threshold=63.020999999997009 65.156500000000975 57.195249999998858 55.805000000011212 53.085999999999338 -0.43982890882219972 52.155999999988133 11.530999999988127 1.7681205063531757 24.626256476683924 52.320500000011641 29.093500000002681 46.030999999988133 5.7448890437333135 1.0000000180025095e-35 4.2821591194596396 2.5000000000000004 0.95291462550664241 24.089878238341981 17.516716881500578 2.3857782797104057 42.655999999999047 18.586007707907211 43.859499999998668 18.463923076923283 66.922000000002313 0.043840620433574312 7.5309999999881265 4.2889999999988513 7.5309999999881265 7.7579999999998117 9.3675000000000654 11.187500000000002 0.0010606601887167631 8.4535000000119016 9.4535000000123564 10.941500000000021 10.687999999996466 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 8 25 10 13 -12 -11 18 15 -15 -17 -18 19 21 22 23 -21 -9 -16 26 32 -28 -29 31 -31 -30 33 36 -35 -36 37 -1 right_child=-2 -3 -4 -5 5 -7 -8 9 -10 12 11 -13 -14 14 24 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 30 -32 -33 -34 34 35 -37 -38 -39 leaf_value=-3.1382577408267451e-07 0.0010757878655910343 -0.0009258933050089028 0.0011043822392196887 -0.00034679518394604102 0.00065785910466323165 -0.00016335807198853336 -0.0003323149548261506 1.0388871131638367e-05 -0.0021631146049126064 2.5903021182468603e-05 2.9012156488585032e-05 -0.00048325239508411775 0.00039057704076323315 0.00039126614951370017 0.00016908635194212899 0.00029483070853072367 -4.0388885492267727e-05 0.00017949939750172331 -0.00018240155369032325 0.00063561790959216753 -0.00015606508584521501 -0.00041043023676501421 0.00013254540537328922 0.00023288660859404118 0.00043143330623495303 -0.00013566448451370096 0.00073929962941771414 0.0001577339035729286 -0.00015415592260259009 0.00017125883192734738 3.9787522222965001e-06 9.0449492355264941e-06 -5.6997104404398426e-05 -0.00014315464716959118 1.7407706215263433e-06 -3.7166287451539184e-05 6.978382008771664e-05 -5.4618401269094088e-05 leaf_weight=169435 23 26 22 29 21 25 21 3245 21 35 22 21 28 21 35 20 244 37 35 23 38 28 44 39 25 26 22 22 21 30 5385 28 23 25 1284 211 22 29 leaf_count=169435 23 26 22 29 21 25 21 3245 21 35 22 21 28 21 35 20 244 37 35 23 38 28 44 39 25 26 22 22 21 30 5385 28 23 25 1284 211 22 29 internal_value=0 -3.83216e-08 9.48932e-08 -3.95884e-08 1.59824e-08 0.000211074 -3.76634e-08 8.75471e-10 -3.92962e-07 1.76589e-05 1.48747e-05 -0.000220635 0.000188497 1.75245e-05 7.25535e-05 3.39884e-05 8.94425e-06 -1.13257e-05 1.14265e-05 1.34211e-05 0.000138388 9.45008e-06 0.000305802 1.30411e-05 0.000278973 -1.35317e-07 -1.15183e-07 7.88247e-06 4.94144e-06 4.32056e-06 4.91129e-06 -6.03699e-05 -3.72911e-07 -3.65126e-07 -6.0457e-06 -3.73239e-06 -3.14017e-07 -3.23289e-07 internal_weight=0 180668 180642 180620 180591 46 180545 180524 176584 3940 3877 43 63 3834 382 322 301 281 3452 3417 105 3312 67 3284 60 176563 176537 5508 5486 5464 5415 49 171029 171006 1520 1495 169486 169464 internal_count=180691 180668 180642 180620 180591 46 180545 180524 176584 3940 3877 43 63 3834 382 322 301 281 3452 3417 105 3312 67 3284 60 176563 176537 5508 5486 5464 5415 49 171029 171006 1520 1495 169486 169464 is_linear=0 shrinkage=0.01089 Tree=999 num_leaves=31 num_cat=0 split_feature=24 25 23 47 34 22 22 53 24 53 32 21 21 45 19 19 49 43 25 45 65 23 28 47 19 19 25 23 9 52 split_gain=0.219786 0.172787 0.270454 0.0267767 0.0204791 0.026575 0.052072 0.0487465 0.0470571 0.037568 0.0121238 0.0105068 0.346343 0.0194991 0.0234507 0.0330532 0.01744 0.0144136 0.018544 0.0136613 0.0134285 0.0158025 0.0105389 0.00806766 0.0300512 0.0203522 0.00587204 0.0146938 0.00355103 0.00259582 threshold=63.020999999997009 59.746124999999218 58.297500000011503 66.922000000002313 50.780999999988133 50.155999999988133 49.406000000002685 57.426999999999687 52.155999999988133 56.062500000000007 9.0469999999991177 6.2204183540893956 5.7448890437333135 15.257534832390826 28.911249999993746 25.327999999994066 18.782530612245143 25.795859999999816 19.746250000000149 4.1628201352519021 59.780999999988133 38.343499999988133 8.9069999999996998 66.218500000000873 50.312249999988133 48.812750000011881 49.187499999998188 44.687499999989093 -0.52828508881293657 8.6329999999998126 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 11 9 -9 -7 -5 12 23 14 15 19 -16 -15 -19 -13 21 -20 -21 24 25 26 27 -1 -22 -24 right_child=-2 -3 -4 10 -6 7 -8 8 -10 -11 -12 13 -14 17 16 -17 -18 18 20 22 28 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.3438355410769785e-07 0.0010640832940448093 -0.00092358094900572613 0.0012352347143993645 -8.8122165086671595e-05 0.00033988740438308142 -0.00022408044726154237 0.00055540358652170229 -7.1701277764843431e-05 -0.00070421605137799162 0.00044260997758294017 -0.00046013338563953278 0.00037359873733474366 -0.0010829816532741746 -0.00025200619026414215 0.0001665228569634526 -0.00031852826301774723 0.00057135541598907018 0.00028115460416522239 4.3610071902352366e-06 0.00023859125804925541 0.00016886788903467472 -0.00042194931373966258 0.00011656459312512768 0.00019965123428798112 -0.00036307554466172081 0.00029896496027794693 0.00017789108203051325 -0.00011657535277192687 -2.8095213836098911e-05 -1.0483980329938698e-05 leaf_weight=179803 23 24 21 21 21 20 20 28 28 20 21 21 35 31 35 24 20 24 21 35 22 20 25 24 27 27 22 128 21 79 leaf_count=179803 23 24 21 21 21 20 20 28 28 20 21 21 35 31 35 24 20 24 21 35 22 20 25 24 27 27 22 128 21 79 internal_value=0 -3.78959e-08 8.47594e-08 -5.88362e-08 4.97188e-09 -3.44447e-08 6.17718e-08 -0.000181154 -0.0003886 0.000108631 -0.000274925 2.5811e-13 -1.20248e-07 5.73522e-05 0.000117029 5.78518e-05 0.000314401 -4.50604e-05 1.41221e-05 0.000114517 -6.1895e-05 -0.000203031 7.51244e-05 9.02458e-08 6.34613e-08 1.18135e-07 7.3107e-08 5.11905e-08 7.20666e-05 1.98079e-05 internal_weight=0 180668 180644 180623 180581 180560 180464 96 56 40 42 180444 180066 378 239 184 55 139 108 160 84 41 139 180031 180007 179980 179953 179931 43 104 internal_count=180691 180668 180644 180623 180581 180560 180464 96 56 40 42 180444 180066 378 239 184 55 139 108 160 84 41 139 180031 180007 179980 179953 179931 43 104 is_linear=0 shrinkage=0.01089 end of trees feature_importances: exact_1=18416 exact_3=6303 std_1=3096 min_1=2519 max_1=2161 exact_6=1912 std_3=1851 min_3=1546 min_6=1498 std_12=1496 std_6=1408 mean_1=1348 min_12=1289 min_24=1212 max_3=1188 mean_96=1074 median_3=1066 day=1050 median_24=1027 median_192=980 mean_24=945 mean_12=930 mean_192=914 mean_48=911 median_96=903 min_48=893 median_6=885 max_24=883 median_48=859 std_96=859 day_sin=858 mean_6=856 hour=830 std_24=821 std_48=771 max_6=763 hour_cos=742 median_12=705 min_96=704 max_12=694 std_192=679 min_192=664 day_cos=654 mean_3=652 max_96=609 max_48=607 max_192=561 month=551 month_cos=516 hour_sin=515 median_1=452 exact_12=433 day_of_week=403 exact_24=381 day_of_week_sin=224 month_sin=193 day_of_week_cos=164 season=138 type=133 season_sin=106 is_working_hours=46 part_of_day=39 exact_96=39 is_weekend=33 exact_48=19 season_cos=18 parameters: [boosting: gbdt] [objective: regression] [metric: l2] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1000] [learning_rate: 0.01089] [num_leaves: 96] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 14] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.108207] [bagging_fraction: 0.938336] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 2] [bagging_seed: 3] [feature_fraction: 0.675395] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0.00254259] [lambda_l2: 0.0212147] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [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: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[]